[06/27 13:48:32] Vis4D INFO: Environment info: PyTorch version: 1.11.0+cu113 Is debug build: False CUDA used to build PyTorch: 11.3 ROCM used to build PyTorch: N/A OS: CentOS Linux release 7.9.2009 (Core) (x86_64) GCC version: (GCC) 8.2.0 Clang version: Could not collect CMake version: version 3.24.1 Libc version: glibc-2.17 Python version: 3.10.4 (main, May 30 2022, 08:01:42) [GCC 8.2.0] (64-bit runtime) Python platform: Linux-3.10.0-1160.88.1.el7.x86_64-x86_64-with-glibc2.17 Is CUDA available: True CUDA runtime version: 11.7.64 GPU models and configuration: GPU 0: NVIDIA GeForce RTX 3090 Nvidia driver version: 525.105.17 cuDNN version: Could not collect HIP runtime version: N/A MIOpen runtime version: N/A Versions of relevant libraries: [pip3] mypy-extensions==0.4.3 [pip3] numpy==1.22.4 [pip3] numpy-groupies==0.9.16 [pip3] numpy-quaternion==2022.4.2 [pip3] numpy-stl==3.0.1 [pip3] pytorch-lightning==2.0.2 [pip3] pytorch3d==0.7.2 [pip3] torch==1.11.0+cu113 [pip3] torch-cluster==1.6.0 [pip3] torch-fidelity==0.3.0 [pip3] torch-geometric==2.0.4 [pip3] torch-scatter==2.0.9 [pip3] torch-sparse==0.6.13 [pip3] torch-spline-conv==1.2.1 [pip3] torchaudio==0.11.0+cu113 [pip3] torchmetrics==0.11.4 [pip3] torchvision==0.13.0 [conda] Could not collect [06/27 13:48:32] Vis4D INFO: callbacks: - class_path: vis4d.engine.callbacks.logging.LoggingCallback init_args: refresh_rate: 50 - class_path: vis4d.engine.callbacks.checkpoint.CheckpointCallback init_args: save_prefix: vis4d-workspace/semantic_fpn_160k_shift_all_domains/2023-06-27_13-48-27 - class_path: vis4d.engine.callbacks.evaluator.EvaluatorCallback init_args: evaluator: class_path: vis4d.eval.shift.seg.SHIFTSegEvaluator test_connector: groundtruth: key: seg_masks source: data prediction: key: masks source: prediction data: test_dataloader: class_path: vis4d.data.loader.build_train_dataloader init_args: batchprocess_fn: class_path: vis4d.data.transforms.base.compose_batch init_args: transforms: - class_path: vis4d.data.transforms.to_tensor.ToTensor init_args: sensors: - front - class_path: vis4d.data.transforms.to_tensor.SelectSensor init_args: sensor: front collate_fn: dataset: class_path: vis4d.data.loader.DataPipe init_args: datasets: class_path: vis4d.data.datasets.shift.SHIFT init_args: attributes_to_load: None backend: class_path: vis4d.data.io.hdf5.HDF5Backend data_root: data/shift/ framerate: images keys_to_load: - images - input_hw - original_hw - seg_masks shift_type: discrete skip_empty_frames: False split: val views_to_load: - front preprocess_fn: class_path: vis4d.data.transforms.base.compose init_args: transforms: - class_path: vis4d.data.transforms.normalize.NormalizeImage init_args: mean: - 122.884 - 117.266 - 110.287 sensors: - front std: - 59.925 - 59.466 - 60.69 samples_per_gpu: 2 shuffle: False workers_per_gpu: 2 train_dataloader: class_path: vis4d.data.loader.build_train_dataloader init_args: batchprocess_fn: class_path: vis4d.data.transforms.base.compose_batch init_args: transforms: - class_path: vis4d.data.transforms.to_tensor.ToTensor init_args: sensors: - front - class_path: vis4d.data.transforms.to_tensor.SelectSensor init_args: sensor: front collate_fn: dataset: class_path: vis4d.data.loader.DataPipe init_args: datasets: class_path: vis4d.data.datasets.shift.SHIFT init_args: attributes_to_load: None backend: class_path: vis4d.data.io.hdf5.HDF5Backend data_root: data/shift/ framerate: images keys_to_load: - images - input_hw - original_hw - seg_masks shift_type: discrete skip_empty_frames: False split: train views_to_load: - front preprocess_fn: class_path: vis4d.data.transforms.base.compose init_args: transforms: - class_path: vis4d.data.transforms.crop.GenCropParameters init_args: cat_max_ratio: 0.75 sensors: - front shape: - 512 - 1024 - class_path: vis4d.data.transforms.crop.CropImage init_args: sensors: - front - class_path: vis4d.data.transforms.crop.CropSegMasks init_args: sensors: - front - class_path: vis4d.data.transforms.base.RandomApply init_args: probability: 0.5 sensors: - front transforms: - class_path: vis4d.data.transforms.flip.FlipImage - class_path: vis4d.data.transforms.flip.FlipSegMasks - class_path: vis4d.data.transforms.base.RandomApply init_args: probability: 0.5 transforms: - class_path: vis4d.data.transforms.photometric.ColorJitter init_args: sensors: - front - class_path: vis4d.data.transforms.normalize.NormalizeImage init_args: mean: - 122.884 - 117.266 - 110.287 sensors: - front std: - 59.925 - 59.466 - 60.69 samples_per_gpu: 2 shuffle: True workers_per_gpu: 2 data_connector: class_path: vis4d.engine.connectors.data_connector.DataConnector init_args: loss: output: key: outputs source: prediction target: key: seg_masks source: data test: images: images original_hw: original_hw train: images: images experiment_name: semantic_fpn_160k_shift_all_domains loss: class_path: vis4d.op.loss.seg_cross_entropy_loss.SegCrossEntropyLoss model: class_path: vis4d.model.seg.semantic_fpn.SemanticFPN init_args: num_classes: 23 optimizers: - epoch_based_lr: False epoch_based_warmup: False lr_scheduler: class_path: vis4d.engine.optim.scheduler.PolyLR init_args: max_steps: 160000 min_lr: 0.0001 power: 0.9 lr_warmup: class_path: vis4d.engine.optim.warmup.LinearLRWarmup init_args: warmup_ratio: 0.001 warmup_steps: 500 optimizer: class_path: torch.optim.sgd.SGD init_args: lr: 0.01 momentum: 0.9 weight_decay: 0.0005 output_dir: vis4d-workspace/semantic_fpn_160k_shift_all_domains/2023-06-27_13-48-27 params: augment_prob: 0.5 lr: 0.01 num_classes: 23 num_steps: 160000 samples_per_gpu: 2 workers_per_gpu: 2 pl_callbacks: pl_trainer: accelerator: gpu accumulate_grad_batches: 1 barebones: False benchmark: None check_val_every_n_epoch: None checkpoint_period: 1 default_root_dir: None detect_anomaly: False deterministic: None devices: 1 enable_checkpointing: None enable_model_summary: None enable_progress_bar: False exp_name: semantic_fpn_160k_shift_all_domains fast_dev_run: False find_unused_parameters: False gradient_clip_algorithm: None gradient_clip_val: None inference_mode: True limit_predict_batches: None limit_test_batches: None limit_train_batches: None limit_val_batches: None log_every_n_steps: None max_epochs: None max_steps: 160000 max_time: None min_epochs: None min_steps: None num_nodes: 1 num_sanity_val_steps: 0 overfit_batches: 0.0 plugins: None precision: 32-true profiler: None reload_dataloaders_every_n_epochs: 0 sync_batchnorm: False use_distributed_sampler: False val_check_interval: 10000 version: 2023-06-27_13-48-27 wandb: True work_dir: vis4d-workspace timestamp: 2023-06-27_13-48-27 version: 2023-06-27_13-48-27 work_dir: vis4d-workspace [06/27 13:48:39] Vis4D INFO: GPU available: True (cuda), used: True [06/27 13:48:39] Vis4D INFO: TPU available: False, using: 0 TPU cores [06/27 13:48:39] Vis4D INFO: IPU available: False, using: 0 IPUs [06/27 13:48:39] Vis4D INFO: HPU available: False, using: 0 HPUs [06/27 13:48:39] Vis4D INFO: Global seed set to 1331569996 [06/27 13:49:24] Vis4D INFO: Loading _SHIFTScalabelLabels(data_root=data/shift/discrete/images/train/front/img.hdf5, annotation_path=data/shift/discrete/images/train/front/det_2d.json) takes 41.21 seconds. [06/27 13:49:33] Vis4D INFO: Loading _SHIFTScalabelLabels(data_root=data/shift/discrete/images/val/front/img.hdf5, annotation_path=data/shift/discrete/images/val/front/det_2d.json) takes 5.36 seconds. [06/27 13:49:50] Vis4D INFO: Epoch 1: 50/75000, ETA: 6:45:10, 3.08it/s, loss: 7.0760, loss_seg: 7.0760, _pixel_acc: 0.3749 [06/27 13:50:05] Vis4D INFO: Epoch 1: 100/75000, ETA: 6:35:22, 3.16it/s, loss: 2.0694, loss_seg: 2.0694, _pixel_acc: 0.5864 [06/27 13:50:21] Vis4D INFO: Epoch 1: 150/75000, ETA: 6:31:27, 3.19it/s, loss: 2.2174, loss_seg: 2.2174, _pixel_acc: 0.5367 [06/27 13:50:34] Vis4D INFO: Epoch 1: 200/75000, ETA: 6:14:37, 3.33it/s, loss: 2.2813, loss_seg: 2.2813, _pixel_acc: 0.4759 [06/27 13:50:46] Vis4D INFO: Epoch 1: 250/75000, ETA: 6:02:30, 3.44it/s, loss: 1.9123, loss_seg: 1.9123, _pixel_acc: 0.5187 [06/27 13:51:00] Vis4D INFO: Epoch 1: 300/75000, ETA: 5:56:53, 3.49it/s, loss: 1.8712, loss_seg: 1.8712, _pixel_acc: 0.4868 [06/27 13:51:11] Vis4D INFO: Epoch 1: 350/75000, ETA: 5:47:40, 3.58it/s, loss: 2.0008, loss_seg: 2.0008, _pixel_acc: 0.4559 [06/27 13:51:22] Vis4D INFO: Epoch 1: 400/75000, ETA: 5:38:22, 3.67it/s, loss: 1.8952, loss_seg: 1.8952, _pixel_acc: 0.4573 [06/27 13:51:34] Vis4D INFO: Epoch 1: 450/75000, ETA: 5:32:01, 3.74it/s, loss: 1.8211, loss_seg: 1.8211, _pixel_acc: 0.5041 [06/27 13:51:46] Vis4D INFO: Epoch 1: 500/75000, ETA: 5:27:53, 3.79it/s, loss: 1.7145, loss_seg: 1.7145, _pixel_acc: 0.5092 [06/27 13:51:56] Vis4D INFO: Epoch 1: 550/75000, ETA: 5:22:08, 3.85it/s, loss: 1.7656, loss_seg: 1.7656, _pixel_acc: 0.5063 [06/27 13:52:07] Vis4D INFO: Epoch 1: 600/75000, ETA: 5:17:35, 3.90it/s, loss: 1.7986, loss_seg: 1.7986, _pixel_acc: 0.5097 [06/27 13:52:21] Vis4D INFO: Epoch 1: 650/75000, ETA: 5:19:24, 3.88it/s, loss: 1.7655, loss_seg: 1.7655, _pixel_acc: 0.5144 [06/27 13:52:33] Vis4D INFO: Epoch 1: 700/75000, ETA: 5:17:55, 3.89it/s, loss: 1.6753, loss_seg: 1.6753, _pixel_acc: 0.5280 [06/27 13:52:45] Vis4D INFO: Epoch 1: 750/75000, ETA: 5:15:49, 3.92it/s, loss: 1.6296, loss_seg: 1.6296, _pixel_acc: 0.5499 [06/27 13:52:58] Vis4D INFO: Epoch 1: 800/75000, ETA: 5:15:32, 3.92it/s, loss: 1.6769, loss_seg: 1.6769, _pixel_acc: 0.5318 [06/27 13:53:09] Vis4D INFO: Epoch 1: 850/75000, ETA: 5:13:33, 3.94it/s, loss: 1.6562, loss_seg: 1.6562, _pixel_acc: 0.5379 [06/27 13:53:22] Vis4D INFO: Epoch 1: 900/75000, ETA: 5:13:26, 3.94it/s, loss: 1.5141, loss_seg: 1.5141, _pixel_acc: 0.5702 [06/27 13:53:32] Vis4D INFO: Epoch 1: 950/75000, ETA: 5:09:51, 3.98it/s, loss: 1.5481, loss_seg: 1.5481, _pixel_acc: 0.5540 [06/27 13:53:41] Vis4D INFO: Epoch 1: 1000/75000, ETA: 5:05:04, 4.04it/s, loss: 1.5903, loss_seg: 1.5903, _pixel_acc: 0.5552 [06/27 13:53:50] Vis4D INFO: Epoch 1: 1050/75000, ETA: 5:01:13, 4.09it/s, loss: 1.5614, loss_seg: 1.5614, _pixel_acc: 0.5348 [06/27 13:54:00] Vis4D INFO: Epoch 1: 1100/75000, ETA: 4:57:50, 4.14it/s, loss: 1.6098, loss_seg: 1.6098, _pixel_acc: 0.5201 [06/27 13:54:09] Vis4D INFO: Epoch 1: 1150/75000, ETA: 4:54:59, 4.17it/s, loss: 1.5476, loss_seg: 1.5476, _pixel_acc: 0.5540 [06/27 13:54:19] Vis4D INFO: Epoch 1: 1200/75000, ETA: 4:52:18, 4.21it/s, loss: 1.5899, loss_seg: 1.5899, _pixel_acc: 0.5524 [06/27 13:54:28] Vis4D INFO: Epoch 1: 1250/75000, ETA: 4:49:23, 4.25it/s, loss: 1.5281, loss_seg: 1.5281, _pixel_acc: 0.5600 [06/27 13:54:38] Vis4D INFO: Epoch 1: 1300/75000, ETA: 4:47:29, 4.27it/s, loss: 1.4499, loss_seg: 1.4499, _pixel_acc: 0.5669 [06/27 13:54:47] Vis4D INFO: Epoch 1: 1350/75000, ETA: 4:44:34, 4.31it/s, loss: 1.4805, loss_seg: 1.4805, _pixel_acc: 0.5579 [06/27 13:54:56] Vis4D INFO: Epoch 1: 1400/75000, ETA: 4:42:36, 4.34it/s, loss: 1.3813, loss_seg: 1.3813, _pixel_acc: 0.5909 [06/27 13:55:04] Vis4D INFO: Epoch 1: 1450/75000, ETA: 4:39:21, 4.39it/s, loss: 1.5254, loss_seg: 1.5254, _pixel_acc: 0.5670 [06/27 13:55:12] Vis4D INFO: Epoch 1: 1500/75000, ETA: 4:36:47, 4.43it/s, loss: 1.4247, loss_seg: 1.4247, _pixel_acc: 0.5822 [06/27 13:55:23] Vis4D INFO: Epoch 1: 1550/75000, ETA: 4:36:21, 4.43it/s, loss: 1.4041, loss_seg: 1.4041, _pixel_acc: 0.5788 [06/27 13:55:34] Vis4D INFO: Epoch 1: 1600/75000, ETA: 4:35:12, 4.45it/s, loss: 1.3728, loss_seg: 1.3728, _pixel_acc: 0.5936 [06/27 13:55:43] Vis4D INFO: Epoch 1: 1650/75000, ETA: 4:33:57, 4.46it/s, loss: 1.4041, loss_seg: 1.4041, _pixel_acc: 0.5684 [06/27 13:55:54] Vis4D INFO: Epoch 1: 1700/75000, ETA: 4:33:16, 4.47it/s, loss: 1.3985, loss_seg: 1.3985, _pixel_acc: 0.5756 [06/27 13:56:03] Vis4D INFO: Epoch 1: 1750/75000, ETA: 4:31:29, 4.50it/s, loss: 1.3348, loss_seg: 1.3348, _pixel_acc: 0.5852 [06/27 13:56:13] Vis4D INFO: Epoch 1: 1800/75000, ETA: 4:30:42, 4.51it/s, loss: 1.3428, loss_seg: 1.3428, _pixel_acc: 0.6039 [06/27 13:56:23] Vis4D INFO: Epoch 1: 1850/75000, ETA: 4:29:29, 4.52it/s, loss: 1.3626, loss_seg: 1.3626, _pixel_acc: 0.5655 [06/27 13:56:32] Vis4D INFO: Epoch 1: 1900/75000, ETA: 4:28:00, 4.55it/s, loss: 1.2766, loss_seg: 1.2766, _pixel_acc: 0.6046 [06/27 13:56:43] Vis4D INFO: Epoch 1: 1950/75000, ETA: 4:27:52, 4.55it/s, loss: 1.4012, loss_seg: 1.4012, _pixel_acc: 0.5776 [06/27 13:56:53] Vis4D INFO: Epoch 1: 2000/75000, ETA: 4:27:08, 4.55it/s, loss: 1.3222, loss_seg: 1.3222, _pixel_acc: 0.5926 [06/27 13:57:01] Vis4D INFO: Epoch 1: 2050/75000, ETA: 4:25:32, 4.58it/s, loss: 1.2529, loss_seg: 1.2529, _pixel_acc: 0.6110 [06/27 13:57:10] Vis4D INFO: Epoch 1: 2100/75000, ETA: 4:23:58, 4.60it/s, loss: 1.3022, loss_seg: 1.3022, _pixel_acc: 0.5935 [06/27 13:57:19] Vis4D INFO: Epoch 1: 2150/75000, ETA: 4:22:34, 4.62it/s, loss: 1.2708, loss_seg: 1.2708, _pixel_acc: 0.6053 [06/27 13:57:27] Vis4D INFO: Epoch 1: 2200/75000, ETA: 4:21:03, 4.65it/s, loss: 1.3093, loss_seg: 1.3093, _pixel_acc: 0.5973 [06/27 13:57:35] Vis4D INFO: Epoch 1: 2250/75000, ETA: 4:19:37, 4.67it/s, loss: 1.2690, loss_seg: 1.2690, _pixel_acc: 0.6075 [06/27 13:57:43] Vis4D INFO: Epoch 1: 2300/75000, ETA: 4:17:42, 4.70it/s, loss: 1.3492, loss_seg: 1.3492, _pixel_acc: 0.5803 [06/27 13:57:51] Vis4D INFO: Epoch 1: 2350/75000, ETA: 4:16:13, 4.73it/s, loss: 1.3029, loss_seg: 1.3029, _pixel_acc: 0.5865 [06/27 13:57:59] Vis4D INFO: Epoch 1: 2400/75000, ETA: 4:14:40, 4.75it/s, loss: 1.3103, loss_seg: 1.3103, _pixel_acc: 0.5954 [06/27 13:58:07] Vis4D INFO: Epoch 1: 2450/75000, ETA: 4:13:30, 4.77it/s, loss: 1.3205, loss_seg: 1.3205, _pixel_acc: 0.5901 [06/27 13:58:15] Vis4D INFO: Epoch 1: 2500/75000, ETA: 4:12:01, 4.79it/s, loss: 1.2513, loss_seg: 1.2513, _pixel_acc: 0.6176 [06/27 13:58:22] Vis4D INFO: Epoch 1: 2550/75000, ETA: 4:10:25, 4.82it/s, loss: 1.2864, loss_seg: 1.2864, _pixel_acc: 0.6179 [06/27 13:58:31] Vis4D INFO: Epoch 1: 2600/75000, ETA: 4:09:13, 4.84it/s, loss: 1.1796, loss_seg: 1.1796, _pixel_acc: 0.6317 [06/27 13:58:38] Vis4D INFO: Epoch 1: 2650/75000, ETA: 4:07:46, 4.87it/s, loss: 1.2112, loss_seg: 1.2112, _pixel_acc: 0.6345 [06/27 13:58:46] Vis4D INFO: Epoch 1: 2700/75000, ETA: 4:06:40, 4.88it/s, loss: 1.1766, loss_seg: 1.1766, _pixel_acc: 0.6478 [06/27 13:58:53] Vis4D INFO: Epoch 1: 2750/75000, ETA: 4:05:03, 4.91it/s, loss: 1.2242, loss_seg: 1.2242, _pixel_acc: 0.6310 [06/27 13:59:01] Vis4D INFO: Epoch 1: 2800/75000, ETA: 4:03:40, 4.94it/s, loss: 1.1390, loss_seg: 1.1390, _pixel_acc: 0.6546 [06/27 13:59:08] Vis4D INFO: Epoch 1: 2850/75000, ETA: 4:02:34, 4.96it/s, loss: 1.1601, loss_seg: 1.1601, _pixel_acc: 0.6486 [06/27 13:59:16] Vis4D INFO: Epoch 1: 2900/75000, ETA: 4:01:17, 4.98it/s, loss: 1.1843, loss_seg: 1.1843, _pixel_acc: 0.6289 [06/27 13:59:24] Vis4D INFO: Epoch 1: 2950/75000, ETA: 4:00:18, 5.00it/s, loss: 1.2684, loss_seg: 1.2684, _pixel_acc: 0.6154 [06/27 13:59:32] Vis4D INFO: Epoch 1: 3000/75000, ETA: 3:59:20, 5.01it/s, loss: 1.1713, loss_seg: 1.1713, _pixel_acc: 0.6501 [06/27 13:59:39] Vis4D INFO: Epoch 1: 3050/75000, ETA: 3:58:08, 5.04it/s, loss: 1.1914, loss_seg: 1.1914, _pixel_acc: 0.6339 [06/27 13:59:46] Vis4D INFO: Epoch 1: 3100/75000, ETA: 3:56:44, 5.06it/s, loss: 1.1538, loss_seg: 1.1538, _pixel_acc: 0.6534 [06/27 13:59:54] Vis4D INFO: Epoch 1: 3150/75000, ETA: 3:55:40, 5.08it/s, loss: 1.1172, loss_seg: 1.1172, _pixel_acc: 0.6578 [06/27 14:00:01] Vis4D INFO: Epoch 1: 3200/75000, ETA: 3:54:30, 5.10it/s, loss: 1.1185, loss_seg: 1.1185, _pixel_acc: 0.6557 [06/27 14:00:08] Vis4D INFO: Epoch 1: 3250/75000, ETA: 3:53:28, 5.12it/s, loss: 1.1482, loss_seg: 1.1482, _pixel_acc: 0.6595 [06/27 14:00:16] Vis4D INFO: Epoch 1: 3300/75000, ETA: 3:52:28, 5.14it/s, loss: 1.0743, loss_seg: 1.0743, _pixel_acc: 0.6666 [06/27 14:00:23] Vis4D INFO: Epoch 1: 3350/75000, ETA: 3:51:40, 5.15it/s, loss: 1.0747, loss_seg: 1.0747, _pixel_acc: 0.6674 [06/27 14:00:31] Vis4D INFO: Epoch 1: 3400/75000, ETA: 3:50:42, 5.17it/s, loss: 1.1353, loss_seg: 1.1353, _pixel_acc: 0.6463 [06/27 14:00:39] Vis4D INFO: Epoch 1: 3450/75000, ETA: 3:50:10, 5.18it/s, loss: 1.1553, loss_seg: 1.1553, _pixel_acc: 0.6398 [06/27 14:00:47] Vis4D INFO: Epoch 1: 3500/75000, ETA: 3:49:19, 5.20it/s, loss: 1.1246, loss_seg: 1.1246, _pixel_acc: 0.6538 [06/27 14:00:54] Vis4D INFO: Epoch 1: 3550/75000, ETA: 3:48:22, 5.21it/s, loss: 1.1104, loss_seg: 1.1104, _pixel_acc: 0.6610 [06/27 14:01:02] Vis4D INFO: Epoch 1: 3600/75000, ETA: 3:47:25, 5.23it/s, loss: 1.1033, loss_seg: 1.1033, _pixel_acc: 0.6614 [06/27 14:01:09] Vis4D INFO: Epoch 1: 3650/75000, ETA: 3:46:30, 5.25it/s, loss: 1.1310, loss_seg: 1.1310, _pixel_acc: 0.6525 [06/27 14:01:16] Vis4D INFO: Epoch 1: 3700/75000, ETA: 3:45:38, 5.27it/s, loss: 1.1143, loss_seg: 1.1143, _pixel_acc: 0.6710 [06/27 14:01:23] Vis4D INFO: Epoch 1: 3750/75000, ETA: 3:44:44, 5.28it/s, loss: 1.1135, loss_seg: 1.1135, _pixel_acc: 0.6652 [06/27 14:01:31] Vis4D INFO: Epoch 1: 3800/75000, ETA: 3:43:53, 5.30it/s, loss: 1.0858, loss_seg: 1.0858, _pixel_acc: 0.6616 [06/27 14:01:38] Vis4D INFO: Epoch 1: 3850/75000, ETA: 3:43:03, 5.32it/s, loss: 1.2148, loss_seg: 1.2148, _pixel_acc: 0.6265 [06/27 14:01:45] Vis4D INFO: Epoch 1: 3900/75000, ETA: 3:42:12, 5.33it/s, loss: 1.0443, loss_seg: 1.0443, _pixel_acc: 0.6740 [06/27 14:01:53] Vis4D INFO: Epoch 1: 3950/75000, ETA: 3:41:40, 5.34it/s, loss: 1.2048, loss_seg: 1.2048, _pixel_acc: 0.6363 [06/27 14:02:00] Vis4D INFO: Epoch 1: 4000/75000, ETA: 3:40:48, 5.36it/s, loss: 1.1410, loss_seg: 1.1410, _pixel_acc: 0.6597 [06/27 14:02:07] Vis4D INFO: Epoch 1: 4050/75000, ETA: 3:40:01, 5.37it/s, loss: 1.0561, loss_seg: 1.0561, _pixel_acc: 0.6794 [06/27 14:02:15] Vis4D INFO: Epoch 1: 4100/75000, ETA: 3:39:21, 5.39it/s, loss: 1.0487, loss_seg: 1.0487, _pixel_acc: 0.6820 [06/27 14:02:22] Vis4D INFO: Epoch 1: 4150/75000, ETA: 3:38:42, 5.40it/s, loss: 1.0671, loss_seg: 1.0671, _pixel_acc: 0.6749 [06/27 14:02:29] Vis4D INFO: Epoch 1: 4200/75000, ETA: 3:37:51, 5.42it/s, loss: 1.0299, loss_seg: 1.0299, _pixel_acc: 0.6791 [06/27 14:02:37] Vis4D INFO: Epoch 1: 4250/75000, ETA: 3:37:18, 5.43it/s, loss: 1.0406, loss_seg: 1.0406, _pixel_acc: 0.6737 [06/27 14:02:43] Vis4D INFO: Epoch 1: 4300/75000, ETA: 3:36:25, 5.44it/s, loss: 0.9969, loss_seg: 0.9969, _pixel_acc: 0.6926 [06/27 14:02:51] Vis4D INFO: Epoch 1: 4350/75000, ETA: 3:35:43, 5.46it/s, loss: 1.0782, loss_seg: 1.0782, _pixel_acc: 0.6726 [06/27 14:02:58] Vis4D INFO: Epoch 1: 4400/75000, ETA: 3:35:00, 5.47it/s, loss: 1.0864, loss_seg: 1.0864, _pixel_acc: 0.6725 [06/27 14:03:04] Vis4D INFO: Epoch 1: 4450/75000, ETA: 3:34:12, 5.49it/s, loss: 0.9582, loss_seg: 0.9582, _pixel_acc: 0.6991 [06/27 14:03:11] Vis4D INFO: Epoch 1: 4500/75000, ETA: 3:33:24, 5.51it/s, loss: 1.0188, loss_seg: 1.0188, _pixel_acc: 0.6895 [06/27 14:03:19] Vis4D INFO: Epoch 1: 4550/75000, ETA: 3:32:54, 5.51it/s, loss: 1.0774, loss_seg: 1.0774, _pixel_acc: 0.6677 [06/27 14:03:25] Vis4D INFO: Epoch 1: 4600/75000, ETA: 3:32:03, 5.53it/s, loss: 0.9780, loss_seg: 0.9780, _pixel_acc: 0.6995 [06/27 14:03:32] Vis4D INFO: Epoch 1: 4650/75000, ETA: 3:31:19, 5.55it/s, loss: 1.0354, loss_seg: 1.0354, _pixel_acc: 0.6751 [06/27 14:03:39] Vis4D INFO: Epoch 1: 4700/75000, ETA: 3:30:43, 5.56it/s, loss: 1.0250, loss_seg: 1.0250, _pixel_acc: 0.6916 [06/27 14:03:46] Vis4D INFO: Epoch 1: 4750/75000, ETA: 3:30:02, 5.57it/s, loss: 1.0107, loss_seg: 1.0107, _pixel_acc: 0.6889 [06/27 14:03:53] Vis4D INFO: Epoch 1: 4800/75000, ETA: 3:29:24, 5.59it/s, loss: 0.9787, loss_seg: 0.9787, _pixel_acc: 0.6975 [06/27 14:04:00] Vis4D INFO: Epoch 1: 4850/75000, ETA: 3:28:45, 5.60it/s, loss: 0.9679, loss_seg: 0.9679, _pixel_acc: 0.7016 [06/27 14:04:06] Vis4D INFO: Epoch 1: 4900/75000, ETA: 3:28:05, 5.61it/s, loss: 0.9938, loss_seg: 0.9938, _pixel_acc: 0.6923 [06/27 14:04:14] Vis4D INFO: Epoch 1: 4950/75000, ETA: 3:27:33, 5.62it/s, loss: 0.9705, loss_seg: 0.9705, _pixel_acc: 0.6990 [06/27 14:04:20] Vis4D INFO: Epoch 1: 5000/75000, ETA: 3:26:53, 5.64it/s, loss: 1.0166, loss_seg: 1.0166, _pixel_acc: 0.6837 [06/27 14:04:27] Vis4D INFO: Epoch 1: 5050/75000, ETA: 3:26:21, 5.65it/s, loss: 0.9450, loss_seg: 0.9450, _pixel_acc: 0.7107 [06/27 14:04:34] Vis4D INFO: Epoch 1: 5100/75000, ETA: 3:25:42, 5.66it/s, loss: 0.9425, loss_seg: 0.9425, _pixel_acc: 0.7109 [06/27 14:04:41] Vis4D INFO: Epoch 1: 5150/75000, ETA: 3:25:07, 5.68it/s, loss: 0.9717, loss_seg: 0.9717, _pixel_acc: 0.6999 [06/27 14:04:48] Vis4D INFO: Epoch 1: 5200/75000, ETA: 3:24:36, 5.69it/s, loss: 0.9343, loss_seg: 0.9343, _pixel_acc: 0.7182 [06/27 14:04:55] Vis4D INFO: Epoch 1: 5250/75000, ETA: 3:23:57, 5.70it/s, loss: 0.9407, loss_seg: 0.9407, _pixel_acc: 0.7089 [06/27 14:05:02] Vis4D INFO: Epoch 1: 5300/75000, ETA: 3:23:25, 5.71it/s, loss: 0.9680, loss_seg: 0.9680, _pixel_acc: 0.6996 [06/27 14:05:08] Vis4D INFO: Epoch 1: 5350/75000, ETA: 3:22:48, 5.72it/s, loss: 0.9564, loss_seg: 0.9564, _pixel_acc: 0.7109 [06/27 14:05:15] Vis4D INFO: Epoch 1: 5400/75000, ETA: 3:22:14, 5.74it/s, loss: 0.8849, loss_seg: 0.8849, _pixel_acc: 0.7336 [06/27 14:05:22] Vis4D INFO: Epoch 1: 5450/75000, ETA: 3:21:43, 5.75it/s, loss: 0.9462, loss_seg: 0.9462, _pixel_acc: 0.7089 [06/27 14:05:29] Vis4D INFO: Epoch 1: 5500/75000, ETA: 3:21:10, 5.76it/s, loss: 1.0539, loss_seg: 1.0539, _pixel_acc: 0.6744 [06/27 14:05:35] Vis4D INFO: Epoch 1: 5550/75000, ETA: 3:20:36, 5.77it/s, loss: 0.9260, loss_seg: 0.9260, _pixel_acc: 0.7171 [06/27 14:05:42] Vis4D INFO: Epoch 1: 5600/75000, ETA: 3:20:04, 5.78it/s, loss: 0.9864, loss_seg: 0.9864, _pixel_acc: 0.7045 [06/27 14:05:50] Vis4D INFO: Epoch 1: 5650/75000, ETA: 3:19:42, 5.79it/s, loss: 0.8705, loss_seg: 0.8705, _pixel_acc: 0.7351 [06/27 14:05:57] Vis4D INFO: Epoch 1: 5700/75000, ETA: 3:19:15, 5.80it/s, loss: 0.9559, loss_seg: 0.9559, _pixel_acc: 0.7045 [06/27 14:06:04] Vis4D INFO: Epoch 1: 5750/75000, ETA: 3:18:46, 5.81it/s, loss: 0.9141, loss_seg: 0.9141, _pixel_acc: 0.7135 [06/27 14:06:11] Vis4D INFO: Epoch 1: 5800/75000, ETA: 3:18:17, 5.82it/s, loss: 0.8735, loss_seg: 0.8735, _pixel_acc: 0.7246 [06/27 14:06:18] Vis4D INFO: Epoch 1: 5850/75000, ETA: 3:17:49, 5.83it/s, loss: 0.9148, loss_seg: 0.9148, _pixel_acc: 0.7149 [06/27 14:06:25] Vis4D INFO: Epoch 1: 5900/75000, ETA: 3:17:22, 5.83it/s, loss: 1.1366, loss_seg: 1.1366, _pixel_acc: 0.6501 [06/27 14:06:32] Vis4D INFO: Epoch 1: 5950/75000, ETA: 3:16:58, 5.84it/s, loss: 1.1547, loss_seg: 1.1547, _pixel_acc: 0.6355 [06/27 14:06:39] Vis4D INFO: Epoch 1: 6000/75000, ETA: 3:16:29, 5.85it/s, loss: 1.0763, loss_seg: 1.0763, _pixel_acc: 0.6719 [06/27 14:06:46] Vis4D INFO: Epoch 1: 6050/75000, ETA: 3:16:07, 5.86it/s, loss: 1.0482, loss_seg: 1.0482, _pixel_acc: 0.6752 [06/27 14:06:52] Vis4D INFO: Epoch 1: 6100/75000, ETA: 3:15:29, 5.87it/s, loss: 1.0083, loss_seg: 1.0083, _pixel_acc: 0.6894 [06/27 14:06:59] Vis4D INFO: Epoch 1: 6150/75000, ETA: 3:15:01, 5.88it/s, loss: 1.1265, loss_seg: 1.1265, _pixel_acc: 0.6606 [06/27 14:07:06] Vis4D INFO: Epoch 1: 6200/75000, ETA: 3:14:33, 5.89it/s, loss: 1.0280, loss_seg: 1.0280, _pixel_acc: 0.6789 [06/27 14:07:12] Vis4D INFO: Epoch 1: 6250/75000, ETA: 3:14:07, 5.90it/s, loss: 1.0129, loss_seg: 1.0129, _pixel_acc: 0.6844 [06/27 14:07:19] Vis4D INFO: Epoch 1: 6300/75000, ETA: 3:13:40, 5.91it/s, loss: 0.9736, loss_seg: 0.9736, _pixel_acc: 0.6985 [06/27 14:07:27] Vis4D INFO: Epoch 1: 6350/75000, ETA: 3:13:22, 5.92it/s, loss: 0.9792, loss_seg: 0.9792, _pixel_acc: 0.6946 [06/27 14:07:34] Vis4D INFO: Epoch 1: 6400/75000, ETA: 3:12:58, 5.92it/s, loss: 1.0366, loss_seg: 1.0366, _pixel_acc: 0.6814 [06/27 14:07:41] Vis4D INFO: Epoch 1: 6450/75000, ETA: 3:12:40, 5.93it/s, loss: 0.9359, loss_seg: 0.9359, _pixel_acc: 0.7120 [06/27 14:07:48] Vis4D INFO: Epoch 1: 6500/75000, ETA: 3:12:11, 5.94it/s, loss: 0.9948, loss_seg: 0.9948, _pixel_acc: 0.6973 [06/27 14:07:54] Vis4D INFO: Epoch 1: 6550/75000, ETA: 3:11:41, 5.95it/s, loss: 0.9696, loss_seg: 0.9696, _pixel_acc: 0.6921 [06/27 14:08:01] Vis4D INFO: Epoch 1: 6600/75000, ETA: 3:11:21, 5.96it/s, loss: 0.9620, loss_seg: 0.9620, _pixel_acc: 0.7079 [06/27 14:08:08] Vis4D INFO: Epoch 1: 6650/75000, ETA: 3:10:51, 5.97it/s, loss: 0.9012, loss_seg: 0.9012, _pixel_acc: 0.7281 [06/27 14:08:14] Vis4D INFO: Epoch 1: 6700/75000, ETA: 3:10:25, 5.98it/s, loss: 0.8615, loss_seg: 0.8615, _pixel_acc: 0.7295 [06/27 14:08:21] Vis4D INFO: Epoch 1: 6750/75000, ETA: 3:10:02, 5.99it/s, loss: 0.8452, loss_seg: 0.8452, _pixel_acc: 0.7391 [06/27 14:08:27] Vis4D INFO: Epoch 1: 6800/75000, ETA: 3:09:32, 6.00it/s, loss: 0.9735, loss_seg: 0.9735, _pixel_acc: 0.7062 [06/27 14:08:34] Vis4D INFO: Epoch 1: 6850/75000, ETA: 3:09:03, 6.01it/s, loss: 0.9040, loss_seg: 0.9040, _pixel_acc: 0.7197 [06/27 14:08:41] Vis4D INFO: Epoch 1: 6900/75000, ETA: 3:08:42, 6.01it/s, loss: 0.8979, loss_seg: 0.8979, _pixel_acc: 0.7207 [06/27 14:08:48] Vis4D INFO: Epoch 1: 6950/75000, ETA: 3:08:19, 6.02it/s, loss: 0.8507, loss_seg: 0.8507, _pixel_acc: 0.7323 [06/27 14:08:54] Vis4D INFO: Epoch 1: 7000/75000, ETA: 3:07:52, 6.03it/s, loss: 0.8306, loss_seg: 0.8306, _pixel_acc: 0.7415 [06/27 14:09:00] Vis4D INFO: Epoch 1: 7050/75000, ETA: 3:07:27, 6.04it/s, loss: 0.8243, loss_seg: 0.8243, _pixel_acc: 0.7466 [06/27 14:09:07] Vis4D INFO: Epoch 1: 7100/75000, ETA: 3:07:04, 6.05it/s, loss: 0.8526, loss_seg: 0.8526, _pixel_acc: 0.7392 [06/27 14:09:14] Vis4D INFO: Epoch 1: 7150/75000, ETA: 3:06:37, 6.06it/s, loss: 0.8772, loss_seg: 0.8772, _pixel_acc: 0.7349 [06/27 14:09:20] Vis4D INFO: Epoch 1: 7200/75000, ETA: 3:06:09, 6.07it/s, loss: 0.9142, loss_seg: 0.9142, _pixel_acc: 0.7211 [06/27 14:09:26] Vis4D INFO: Epoch 1: 7250/75000, ETA: 3:05:46, 6.08it/s, loss: 0.8998, loss_seg: 0.8998, _pixel_acc: 0.7239 [06/27 14:09:33] Vis4D INFO: Epoch 1: 7300/75000, ETA: 3:05:22, 6.09it/s, loss: 0.9630, loss_seg: 0.9630, _pixel_acc: 0.7137 [06/27 14:09:39] Vis4D INFO: Epoch 1: 7350/75000, ETA: 3:04:58, 6.10it/s, loss: 0.9103, loss_seg: 0.9103, _pixel_acc: 0.7217 [06/27 14:09:46] Vis4D INFO: Epoch 1: 7400/75000, ETA: 3:04:34, 6.10it/s, loss: 0.8964, loss_seg: 0.8964, _pixel_acc: 0.7266 [06/27 14:09:52] Vis4D INFO: Epoch 1: 7450/75000, ETA: 3:04:06, 6.12it/s, loss: 0.8812, loss_seg: 0.8812, _pixel_acc: 0.7288 [06/27 14:09:59] Vis4D INFO: Epoch 1: 7500/75000, ETA: 3:03:44, 6.12it/s, loss: 0.9138, loss_seg: 0.9138, _pixel_acc: 0.7158 [06/27 14:10:05] Vis4D INFO: Epoch 1: 7550/75000, ETA: 3:03:19, 6.13it/s, loss: 0.9094, loss_seg: 0.9094, _pixel_acc: 0.7153 [06/27 14:10:11] Vis4D INFO: Epoch 1: 7600/75000, ETA: 3:02:57, 6.14it/s, loss: 0.8410, loss_seg: 0.8410, _pixel_acc: 0.7379 [06/27 14:10:18] Vis4D INFO: Epoch 1: 7650/75000, ETA: 3:02:32, 6.15it/s, loss: 0.8922, loss_seg: 0.8922, _pixel_acc: 0.7205 [06/27 14:10:24] Vis4D INFO: Epoch 1: 7700/75000, ETA: 3:02:10, 6.16it/s, loss: 0.9579, loss_seg: 0.9579, _pixel_acc: 0.7096 [06/27 14:10:31] Vis4D INFO: Epoch 1: 7750/75000, ETA: 3:01:47, 6.17it/s, loss: 0.8916, loss_seg: 0.8916, _pixel_acc: 0.7289 [06/27 14:10:37] Vis4D INFO: Epoch 1: 7800/75000, ETA: 3:01:25, 6.17it/s, loss: 0.9071, loss_seg: 0.9071, _pixel_acc: 0.7165 [06/27 14:10:44] Vis4D INFO: Epoch 1: 7850/75000, ETA: 3:01:05, 6.18it/s, loss: 0.9204, loss_seg: 0.9204, _pixel_acc: 0.7204 [06/27 14:10:50] Vis4D INFO: Epoch 1: 7900/75000, ETA: 3:00:41, 6.19it/s, loss: 0.8241, loss_seg: 0.8241, _pixel_acc: 0.7451 [06/27 14:10:56] Vis4D INFO: Epoch 1: 7950/75000, ETA: 3:00:18, 6.20it/s, loss: 0.8466, loss_seg: 0.8466, _pixel_acc: 0.7417 [06/27 14:11:02] Vis4D INFO: Epoch 1: 8000/75000, ETA: 2:59:52, 6.21it/s, loss: 0.8662, loss_seg: 0.8662, _pixel_acc: 0.7320 [06/27 14:11:09] Vis4D INFO: Epoch 1: 8050/75000, ETA: 2:59:31, 6.22it/s, loss: 0.8415, loss_seg: 0.8415, _pixel_acc: 0.7411 [06/27 14:11:15] Vis4D INFO: Epoch 1: 8100/75000, ETA: 2:59:11, 6.22it/s, loss: 0.7464, loss_seg: 0.7464, _pixel_acc: 0.7674 [06/27 14:11:21] Vis4D INFO: Epoch 1: 8150/75000, ETA: 2:58:47, 6.23it/s, loss: 0.8550, loss_seg: 0.8550, _pixel_acc: 0.7328 [06/27 14:11:28] Vis4D INFO: Epoch 1: 8200/75000, ETA: 2:58:26, 6.24it/s, loss: 0.8300, loss_seg: 0.8300, _pixel_acc: 0.7421 [06/27 14:11:34] Vis4D INFO: Epoch 1: 8250/75000, ETA: 2:58:04, 6.25it/s, loss: 0.8522, loss_seg: 0.8522, _pixel_acc: 0.7297 [06/27 14:11:41] Vis4D INFO: Epoch 1: 8300/75000, ETA: 2:57:44, 6.25it/s, loss: 0.8468, loss_seg: 0.8468, _pixel_acc: 0.7366 [06/27 14:11:47] Vis4D INFO: Epoch 1: 8350/75000, ETA: 2:57:22, 6.26it/s, loss: 0.8330, loss_seg: 0.8330, _pixel_acc: 0.7388 [06/27 14:11:53] Vis4D INFO: Epoch 1: 8400/75000, ETA: 2:56:59, 6.27it/s, loss: 0.8721, loss_seg: 0.8721, _pixel_acc: 0.7322 [06/27 14:11:59] Vis4D INFO: Epoch 1: 8450/75000, ETA: 2:56:39, 6.28it/s, loss: 0.7830, loss_seg: 0.7830, _pixel_acc: 0.7529 [06/27 14:12:06] Vis4D INFO: Epoch 1: 8500/75000, ETA: 2:56:17, 6.29it/s, loss: 0.8881, loss_seg: 0.8881, _pixel_acc: 0.7297 [06/27 14:12:12] Vis4D INFO: Epoch 1: 8550/75000, ETA: 2:55:56, 6.29it/s, loss: 0.8072, loss_seg: 0.8072, _pixel_acc: 0.7511 [06/27 14:12:19] Vis4D INFO: Epoch 1: 8600/75000, ETA: 2:55:40, 6.30it/s, loss: 0.8224, loss_seg: 0.8224, _pixel_acc: 0.7454 [06/27 14:12:25] Vis4D INFO: Epoch 1: 8650/75000, ETA: 2:55:21, 6.31it/s, loss: 0.7520, loss_seg: 0.7520, _pixel_acc: 0.7645 [06/27 14:12:32] Vis4D INFO: Epoch 1: 8700/75000, ETA: 2:55:01, 6.31it/s, loss: 0.8139, loss_seg: 0.8139, _pixel_acc: 0.7397 [06/27 14:12:38] Vis4D INFO: Epoch 1: 8750/75000, ETA: 2:54:42, 6.32it/s, loss: 0.8201, loss_seg: 0.8201, _pixel_acc: 0.7460 [06/27 14:12:45] Vis4D INFO: Epoch 1: 8800/75000, ETA: 2:54:28, 6.32it/s, loss: 0.7598, loss_seg: 0.7598, _pixel_acc: 0.7633 [06/27 14:12:52] Vis4D INFO: Epoch 1: 8850/75000, ETA: 2:54:10, 6.33it/s, loss: 0.7401, loss_seg: 0.7401, _pixel_acc: 0.7762 [06/27 14:12:58] Vis4D INFO: Epoch 1: 8900/75000, ETA: 2:53:51, 6.34it/s, loss: 0.7018, loss_seg: 0.7018, _pixel_acc: 0.7852 [06/27 14:13:04] Vis4D INFO: Epoch 1: 8950/75000, ETA: 2:53:32, 6.34it/s, loss: 0.8260, loss_seg: 0.8260, _pixel_acc: 0.7518 [06/27 14:13:11] Vis4D INFO: Epoch 1: 9000/75000, ETA: 2:53:11, 6.35it/s, loss: 0.7771, loss_seg: 0.7771, _pixel_acc: 0.7562 [06/27 14:13:18] Vis4D INFO: Epoch 1: 9050/75000, ETA: 2:52:56, 6.36it/s, loss: 0.7644, loss_seg: 0.7644, _pixel_acc: 0.7634 [06/27 14:13:24] Vis4D INFO: Epoch 1: 9100/75000, ETA: 2:52:37, 6.36it/s, loss: 0.7470, loss_seg: 0.7470, _pixel_acc: 0.7647 [06/27 14:13:30] Vis4D INFO: Epoch 1: 9150/75000, ETA: 2:52:15, 6.37it/s, loss: 0.7613, loss_seg: 0.7613, _pixel_acc: 0.7667 [06/27 14:13:36] Vis4D INFO: Epoch 1: 9200/75000, ETA: 2:51:56, 6.38it/s, loss: 0.7778, loss_seg: 0.7778, _pixel_acc: 0.7623 [06/27 14:13:43] Vis4D INFO: Epoch 1: 9250/75000, ETA: 2:51:39, 6.38it/s, loss: 0.7641, loss_seg: 0.7641, _pixel_acc: 0.7663 [06/27 14:13:49] Vis4D INFO: Epoch 1: 9300/75000, ETA: 2:51:22, 6.39it/s, loss: 0.7943, loss_seg: 0.7943, _pixel_acc: 0.7591 [06/27 14:13:56] Vis4D INFO: Epoch 1: 9350/75000, ETA: 2:51:08, 6.39it/s, loss: 0.7855, loss_seg: 0.7855, _pixel_acc: 0.7577 [06/27 14:14:03] Vis4D INFO: Epoch 1: 9400/75000, ETA: 2:50:52, 6.40it/s, loss: 0.7429, loss_seg: 0.7429, _pixel_acc: 0.7701 [06/27 14:14:09] Vis4D INFO: Epoch 1: 9450/75000, ETA: 2:50:35, 6.40it/s, loss: 0.7072, loss_seg: 0.7072, _pixel_acc: 0.7818 [06/27 14:14:16] Vis4D INFO: Epoch 1: 9500/75000, ETA: 2:50:20, 6.41it/s, loss: 0.7641, loss_seg: 0.7641, _pixel_acc: 0.7732 [06/27 14:14:23] Vis4D INFO: Epoch 1: 9550/75000, ETA: 2:50:05, 6.41it/s, loss: 0.7599, loss_seg: 0.7599, _pixel_acc: 0.7651 [06/27 14:14:29] Vis4D INFO: Epoch 1: 9600/75000, ETA: 2:49:46, 6.42it/s, loss: 0.7854, loss_seg: 0.7854, _pixel_acc: 0.7505 [06/27 14:14:35] Vis4D INFO: Epoch 1: 9650/75000, ETA: 2:49:25, 6.43it/s, loss: 0.7865, loss_seg: 0.7865, _pixel_acc: 0.7556 [06/27 14:14:41] Vis4D INFO: Epoch 1: 9700/75000, ETA: 2:49:07, 6.44it/s, loss: 0.7102, loss_seg: 0.7102, _pixel_acc: 0.7800 [06/27 14:14:47] Vis4D INFO: Epoch 1: 9750/75000, ETA: 2:48:50, 6.44it/s, loss: 0.7052, loss_seg: 0.7052, _pixel_acc: 0.7826 [06/27 14:14:54] Vis4D INFO: Epoch 1: 9800/75000, ETA: 2:48:37, 6.44it/s, loss: 0.7729, loss_seg: 0.7729, _pixel_acc: 0.7565 [06/27 14:15:01] Vis4D INFO: Epoch 1: 9850/75000, ETA: 2:48:20, 6.45it/s, loss: 0.7371, loss_seg: 0.7371, _pixel_acc: 0.7732 [06/27 14:15:07] Vis4D INFO: Epoch 1: 9900/75000, ETA: 2:48:00, 6.46it/s, loss: 0.7848, loss_seg: 0.7848, _pixel_acc: 0.7531 [06/27 14:15:13] Vis4D INFO: Epoch 1: 9950/75000, ETA: 2:47:42, 6.46it/s, loss: 0.6701, loss_seg: 0.6701, _pixel_acc: 0.7972 [06/27 14:15:19] Vis4D INFO: Epoch 1: 10000/75000, ETA: 2:47:26, 6.47it/s, loss: 0.7548, loss_seg: 0.7548, _pixel_acc: 0.7652 [06/27 14:15:25] Vis4D INFO: Testing: 50/12500, ETA: 0:26:04, 7.96it/s [06/27 14:15:32] Vis4D INFO: Testing: 100/12500, ETA: 0:25:42, 8.04it/s [06/27 14:15:38] Vis4D INFO: Testing: 150/12500, ETA: 0:25:30, 8.07it/s [06/27 14:15:44] Vis4D INFO: Testing: 200/12500, ETA: 0:25:23, 8.07it/s [06/27 14:15:50] Vis4D INFO: Testing: 250/12500, ETA: 0:25:13, 8.09it/s [06/27 14:15:56] Vis4D INFO: Testing: 300/12500, ETA: 0:25:05, 8.10it/s [06/27 14:16:02] Vis4D INFO: Testing: 350/12500, ETA: 0:24:57, 8.11it/s [06/27 14:16:09] Vis4D INFO: Testing: 400/12500, ETA: 0:24:52, 8.11it/s [06/27 14:16:15] Vis4D INFO: Testing: 450/12500, ETA: 0:24:46, 8.11it/s [06/27 14:16:21] Vis4D INFO: Testing: 500/12500, ETA: 0:24:42, 8.10it/s [06/27 14:16:27] Vis4D INFO: Testing: 550/12500, ETA: 0:24:36, 8.09it/s [06/27 14:16:33] Vis4D INFO: Testing: 600/12500, ETA: 0:24:30, 8.09it/s [06/27 14:16:40] Vis4D INFO: Testing: 650/12500, ETA: 0:24:23, 8.10it/s [06/27 14:16:46] Vis4D INFO: Testing: 700/12500, ETA: 0:24:17, 8.10it/s [06/27 14:16:52] Vis4D INFO: Testing: 750/12500, ETA: 0:24:11, 8.10it/s [06/27 14:16:58] Vis4D INFO: Testing: 800/12500, ETA: 0:24:04, 8.10it/s [06/27 14:17:04] Vis4D INFO: Testing: 850/12500, ETA: 0:23:57, 8.11it/s [06/27 14:17:10] Vis4D INFO: Testing: 900/12500, ETA: 0:23:50, 8.11it/s [06/27 14:17:16] Vis4D INFO: Testing: 950/12500, ETA: 0:23:44, 8.11it/s [06/27 14:17:23] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:38, 8.11it/s [06/27 14:17:29] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:31, 8.11it/s [06/27 14:17:35] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:24, 8.12it/s [06/27 14:17:41] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:17, 8.12it/s [06/27 14:17:47] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:11, 8.12it/s [06/27 14:17:53] Vis4D INFO: Testing: 1250/12500, ETA: 0:23:05, 8.12it/s [06/27 14:17:59] Vis4D INFO: Testing: 1300/12500, ETA: 0:23:00, 8.11it/s [06/27 14:18:06] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:54, 8.11it/s [06/27 14:18:12] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:48, 8.11it/s [06/27 14:18:18] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:42, 8.11it/s [06/27 14:18:24] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:37, 8.10it/s [06/27 14:18:30] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:31, 8.11it/s [06/27 14:18:37] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:24, 8.11it/s [06/27 14:18:43] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:18, 8.11it/s [06/27 14:18:49] Vis4D INFO: Testing: 1700/12500, ETA: 0:22:12, 8.11it/s [06/27 14:18:55] Vis4D INFO: Testing: 1750/12500, ETA: 0:22:05, 8.11it/s [06/27 14:19:01] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:59, 8.11it/s [06/27 14:19:07] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:53, 8.11it/s [06/27 14:19:14] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:47, 8.11it/s [06/27 14:19:20] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:41, 8.11it/s [06/27 14:19:26] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:35, 8.11it/s [06/27 14:19:32] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:29, 8.11it/s [06/27 14:19:38] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:23, 8.11it/s [06/27 14:19:45] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:17, 8.10it/s [06/27 14:19:51] Vis4D INFO: Testing: 2200/12500, ETA: 0:21:11, 8.10it/s [06/27 14:19:57] Vis4D INFO: Testing: 2250/12500, ETA: 0:21:04, 8.10it/s [06/27 14:20:03] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:58, 8.10it/s [06/27 14:20:09] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:51, 8.11it/s [06/27 14:20:15] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:45, 8.11it/s [06/27 14:20:21] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:39, 8.11it/s [06/27 14:20:28] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:33, 8.11it/s [06/27 14:20:34] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:26, 8.11it/s [06/27 14:20:40] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:20, 8.11it/s [06/27 14:20:46] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:13, 8.12it/s [06/27 14:20:52] Vis4D INFO: Testing: 2700/12500, ETA: 0:20:07, 8.12it/s [06/27 14:20:58] Vis4D INFO: Testing: 2750/12500, ETA: 0:20:01, 8.12it/s [06/27 14:21:04] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:55, 8.12it/s [06/27 14:21:10] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:48, 8.12it/s [06/27 14:21:16] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:42, 8.12it/s [06/27 14:21:23] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:36, 8.12it/s [06/27 14:21:29] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:30, 8.12it/s [06/27 14:21:35] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:24, 8.12it/s [06/27 14:21:41] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:17, 8.12it/s [06/27 14:21:47] Vis4D INFO: Testing: 3150/12500, ETA: 0:19:11, 8.12it/s [06/27 14:21:53] Vis4D INFO: Testing: 3200/12500, ETA: 0:19:05, 8.12it/s [06/27 14:21:59] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:59, 8.12it/s [06/27 14:22:06] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:53, 8.12it/s [06/27 14:22:12] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:46, 8.12it/s [06/27 14:22:18] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:40, 8.12it/s [06/27 14:22:24] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:34, 8.12it/s [06/27 14:22:30] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:28, 8.12it/s [06/27 14:22:36] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:22, 8.12it/s [06/27 14:22:42] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:15, 8.12it/s [06/27 14:22:49] Vis4D INFO: Testing: 3650/12500, ETA: 0:18:09, 8.12it/s [06/27 14:22:55] Vis4D INFO: Testing: 3700/12500, ETA: 0:18:03, 8.12it/s [06/27 14:23:01] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:57, 8.12it/s [06/27 14:23:07] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:50, 8.12it/s [06/27 14:23:13] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:44, 8.12it/s [06/27 14:23:19] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:38, 8.13it/s [06/27 14:23:25] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:32, 8.13it/s [06/27 14:23:31] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:25, 8.13it/s [06/27 14:23:37] Vis4D INFO: Testing: 4050/12500, ETA: 0:17:19, 8.13it/s [06/27 14:23:44] Vis4D INFO: Testing: 4100/12500, ETA: 0:17:13, 8.13it/s [06/27 14:23:50] Vis4D INFO: Testing: 4150/12500, ETA: 0:17:07, 8.13it/s [06/27 14:23:56] Vis4D INFO: Testing: 4200/12500, ETA: 0:17:01, 8.13it/s [06/27 14:24:02] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:55, 8.13it/s [06/27 14:24:08] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:49, 8.13it/s [06/27 14:24:15] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:43, 8.12it/s [06/27 14:24:21] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:37, 8.12it/s [06/27 14:24:27] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:31, 8.12it/s [06/27 14:24:33] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:24, 8.12it/s [06/27 14:24:39] Vis4D INFO: Testing: 4550/12500, ETA: 0:16:18, 8.12it/s [06/27 14:24:46] Vis4D INFO: Testing: 4600/12500, ETA: 0:16:12, 8.12it/s [06/27 14:24:52] Vis4D INFO: Testing: 4650/12500, ETA: 0:16:06, 8.12it/s [06/27 14:24:58] Vis4D INFO: Testing: 4700/12500, ETA: 0:16:00, 8.12it/s [06/27 14:25:04] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:54, 8.12it/s [06/27 14:25:10] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:48, 8.12it/s [06/27 14:25:16] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:42, 8.12it/s [06/27 14:25:23] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:35, 8.12it/s [06/27 14:25:29] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:29, 8.12it/s [06/27 14:25:35] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:23, 8.12it/s [06/27 14:25:41] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:17, 8.12it/s [06/27 14:25:47] Vis4D INFO: Testing: 5100/12500, ETA: 0:15:11, 8.12it/s [06/27 14:25:53] Vis4D INFO: Testing: 5150/12500, ETA: 0:15:04, 8.12it/s [06/27 14:25:59] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:58, 8.12it/s [06/27 14:26:05] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:52, 8.12it/s [06/27 14:26:12] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:46, 8.12it/s [06/27 14:26:18] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:39, 8.13it/s [06/27 14:26:24] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:33, 8.13it/s [06/27 14:26:30] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:27, 8.13it/s [06/27 14:26:36] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:21, 8.13it/s [06/27 14:26:42] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:15, 8.13it/s [06/27 14:26:48] Vis4D INFO: Testing: 5600/12500, ETA: 0:14:08, 8.13it/s [06/27 14:26:54] Vis4D INFO: Testing: 5650/12500, ETA: 0:14:02, 8.13it/s [06/27 14:27:00] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:56, 8.13it/s [06/27 14:27:06] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:50, 8.13it/s [06/27 14:27:13] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:44, 8.13it/s [06/27 14:27:19] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:37, 8.13it/s [06/27 14:27:25] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:31, 8.13it/s [06/27 14:27:31] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:25, 8.13it/s [06/27 14:27:37] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:19, 8.13it/s [06/27 14:27:43] Vis4D INFO: Testing: 6050/12500, ETA: 0:13:13, 8.13it/s [06/27 14:27:49] Vis4D INFO: Testing: 6100/12500, ETA: 0:13:06, 8.13it/s [06/27 14:27:55] Vis4D INFO: Testing: 6150/12500, ETA: 0:13:00, 8.13it/s [06/27 14:28:01] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:54, 8.13it/s [06/27 14:28:07] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:48, 8.14it/s [06/27 14:28:14] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:42, 8.13it/s [06/27 14:28:20] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:35, 8.14it/s [06/27 14:28:26] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:29, 8.14it/s [06/27 14:28:32] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:23, 8.14it/s [06/27 14:28:38] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:17, 8.14it/s [06/27 14:28:44] Vis4D INFO: Testing: 6550/12500, ETA: 0:12:11, 8.14it/s [06/27 14:28:50] Vis4D INFO: Testing: 6600/12500, ETA: 0:12:05, 8.14it/s [06/27 14:28:56] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:58, 8.14it/s [06/27 14:29:03] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:52, 8.14it/s [06/27 14:29:09] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:46, 8.14it/s [06/27 14:29:15] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:40, 8.14it/s [06/27 14:29:21] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:34, 8.14it/s [06/27 14:29:27] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:28, 8.14it/s [06/27 14:29:33] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:22, 8.14it/s [06/27 14:29:40] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:16, 8.14it/s [06/27 14:29:46] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:09, 8.14it/s [06/27 14:29:52] Vis4D INFO: Testing: 7100/12500, ETA: 0:11:03, 8.13it/s [06/27 14:29:58] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:57, 8.14it/s [06/27 14:30:04] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:51, 8.14it/s [06/27 14:30:10] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:45, 8.14it/s [06/27 14:30:16] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:39, 8.14it/s [06/27 14:30:22] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:32, 8.14it/s [06/27 14:30:29] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:26, 8.14it/s [06/27 14:30:35] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:20, 8.14it/s [06/27 14:30:41] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:14, 8.14it/s [06/27 14:30:47] Vis4D INFO: Testing: 7550/12500, ETA: 0:10:08, 8.14it/s [06/27 14:30:53] Vis4D INFO: Testing: 7600/12500, ETA: 0:10:01, 8.14it/s [06/27 14:30:59] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:55, 8.14it/s [06/27 14:31:05] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:49, 8.14it/s [06/27 14:31:11] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:43, 8.14it/s [06/27 14:31:17] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:37, 8.14it/s [06/27 14:31:23] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:31, 8.14it/s [06/27 14:31:29] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:24, 8.14it/s [06/27 14:31:36] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:18, 8.14it/s [06/27 14:31:42] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:12, 8.14it/s [06/27 14:31:48] Vis4D INFO: Testing: 8050/12500, ETA: 0:09:06, 8.14it/s [06/27 14:31:54] Vis4D INFO: Testing: 8100/12500, ETA: 0:09:00, 8.14it/s [06/27 14:32:00] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:54, 8.14it/s [06/27 14:32:06] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:47, 8.14it/s [06/27 14:32:12] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:41, 8.14it/s [06/27 14:32:18] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:35, 8.14it/s [06/27 14:32:24] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:29, 8.14it/s [06/27 14:32:31] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:23, 8.14it/s [06/27 14:32:37] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:17, 8.14it/s [06/27 14:32:43] Vis4D INFO: Testing: 8500/12500, ETA: 0:08:11, 8.14it/s [06/27 14:32:49] Vis4D INFO: Testing: 8550/12500, ETA: 0:08:05, 8.14it/s [06/27 14:32:55] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:58, 8.14it/s [06/27 14:33:01] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:52, 8.14it/s [06/27 14:33:07] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:46, 8.14it/s [06/27 14:33:13] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:40, 8.15it/s [06/27 14:33:20] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:34, 8.15it/s [06/27 14:33:26] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:28, 8.15it/s [06/27 14:33:32] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:21, 8.15it/s [06/27 14:33:38] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:15, 8.15it/s [06/27 14:33:44] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:09, 8.15it/s [06/27 14:33:50] Vis4D INFO: Testing: 9050/12500, ETA: 0:07:03, 8.15it/s [06/27 14:33:56] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:57, 8.15it/s [06/27 14:34:02] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:51, 8.15it/s [06/27 14:34:09] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:45, 8.14it/s [06/27 14:34:15] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:38, 8.15it/s [06/27 14:34:21] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:32, 8.15it/s [06/27 14:34:27] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:26, 8.15it/s [06/27 14:34:33] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:20, 8.15it/s [06/27 14:34:39] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:14, 8.15it/s [06/27 14:34:45] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:08, 8.15it/s [06/27 14:34:51] Vis4D INFO: Testing: 9550/12500, ETA: 0:06:02, 8.15it/s [06/27 14:34:57] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:55, 8.15it/s [06/27 14:35:04] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:49, 8.15it/s [06/27 14:35:10] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:43, 8.15it/s [06/27 14:35:16] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:37, 8.15it/s [06/27 14:35:22] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:31, 8.15it/s [06/27 14:35:28] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:25, 8.15it/s [06/27 14:35:34] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:19, 8.15it/s [06/27 14:35:40] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:12, 8.15it/s [06/27 14:35:47] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:06, 8.15it/s [06/27 14:35:53] Vis4D INFO: Testing: 10050/12500, ETA: 0:05:00, 8.15it/s [06/27 14:35:59] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:54, 8.15it/s [06/27 14:36:05] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:48, 8.15it/s [06/27 14:36:11] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:42, 8.15it/s [06/27 14:36:17] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:36, 8.15it/s [06/27 14:36:23] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:29, 8.15it/s [06/27 14:36:29] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:23, 8.15it/s [06/27 14:36:35] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:17, 8.15it/s [06/27 14:36:41] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:11, 8.15it/s [06/27 14:36:48] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:05, 8.15it/s [06/27 14:36:54] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:59, 8.15it/s [06/27 14:37:00] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:53, 8.15it/s [06/27 14:37:06] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:47, 8.15it/s [06/27 14:37:12] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:40, 8.15it/s [06/27 14:37:18] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:34, 8.15it/s [06/27 14:37:25] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:28, 8.15it/s [06/27 14:37:31] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:22, 8.15it/s [06/27 14:37:37] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:16, 8.15it/s [06/27 14:37:43] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:10, 8.15it/s [06/27 14:37:49] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:04, 8.15it/s [06/27 14:37:56] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:57, 8.15it/s [06/27 14:38:02] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:51, 8.15it/s [06/27 14:38:08] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:45, 8.15it/s [06/27 14:38:14] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:39, 8.15it/s [06/27 14:38:20] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:33, 8.15it/s [06/27 14:38:26] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:27, 8.15it/s [06/27 14:38:32] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:21, 8.15it/s [06/27 14:38:39] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:15, 8.15it/s [06/27 14:38:45] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:08, 8.15it/s [06/27 14:38:51] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:02, 8.15it/s [06/27 14:38:57] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:56, 8.15it/s [06/27 14:39:03] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:50, 8.15it/s [06/27 14:39:09] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:44, 8.15it/s [06/27 14:39:15] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:38, 8.15it/s [06/27 14:39:21] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:32, 8.15it/s [06/27 14:39:28] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:25, 8.15it/s [06/27 14:39:34] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:19, 8.15it/s [06/27 14:39:40] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:13, 8.15it/s [06/27 14:39:46] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:07, 8.15it/s [06/27 14:39:52] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:01, 8.15it/s [06/27 14:39:58] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:55, 8.15it/s [06/27 14:40:04] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:49, 8.15it/s [06/27 14:40:10] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:42, 8.15it/s [06/27 14:40:16] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.15it/s [06/27 14:40:22] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.15it/s [06/27 14:40:28] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.15it/s [06/27 14:40:35] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.15it/s [06/27 14:40:41] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.15it/s [06/27 14:40:47] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.15it/s [06/27 14:40:53] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.15it/s [06/27 14:40:53] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 14:40:53] Vis4D INFO: mIoU: 33.9017 [06/27 14:40:53] Vis4D INFO: Showing evaluation results for mIoU [06/27 14:40:53] Vis4D INFO: mIoU: 33.902% unlabeled: (nan%), building: (49.937%), fence: (5.455%), other: (nan%), pedestrian: (10.189%), pole: (11.263%), road line: (40.498%), road: (81.035%), sidewalk: (62.274%), vegetation: (36.445%), vehicle: (44.556%), wall: (28.930%), traffic sign: (0.269%), sky: (72.278%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (3.710%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (27.785%) [06/27 14:40:53] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 14:40:53] Vis4D INFO: +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+-----------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+-----------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.6217703560530892 | 0.018384780978767976 | inf | 0.02312973042377198 | 0.05672675272839266 | 0.0005853365118800882 | 0.0010609732558677762 | 0.016327043779256957 | 0.13522030843148403 | 0.0667480450987251 | 0.12503565027320568 | 0.0007087203838965 | 0.06898505410414188 | nan | inf | inf | inf | 0.0039815428977880854 | inf | nan | nan | 0.022916844862595844 | | Class_2 | nan | 0.012379920723967734 | 0.061017672743273445 | nan | 0.006053201054137074 | 0.010748494962047309 | 0.0006632786913740526 | 0.00024806441121412963 | 0.00655528707388882 | 0.018770927745229544 | 0.004499957999682721 | 0.025954576987767597 | 3.8439071668962715e-06 | 0.004295525052674034 | nan | inf | inf | inf | 1.4897765047270646e-05 | inf | nan | nan | 0.013721940240424706 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.006530684420024489 | 0.00795224858714023 | inf | 0.12095294829002587 | 0.007684228682972657 | 5.053417348752003e-05 | 0.0002690910956165019 | 0.0022118317758300873 | 0.006334253133307296 | 0.015880894885365506 | 0.0016533427132826922 | 0.0002933038450740673 | 0.00048498592199410574 | nan | inf | inf | inf | 6.753909463440481e-05 | inf | nan | nan | 0.0009671560655387332 | | Class_5 | nan | 0.026116492939508337 | 0.006813791157293517 | inf | 0.017499934191524853 | 0.13124700506932133 | 0.0013037703707937914 | 0.0001636431331401493 | 0.006985390490862474 | 0.015060093116161542 | 0.004774440514345083 | 0.004552508512467261 | 0.00012307367054008954 | 0.008448639622880541 | nan | inf | inf | inf | 0.00345562875383843 | inf | nan | nan | 0.003840819149437769 | | Class_6 | nan | 0.0006635942231366622 | 0.0004466183954290017 | inf | 0.0009905046830096687 | 0.0014077053028419767 | 0.4294213497980152 | 0.014235570481528764 | 0.005767078240924519 | 0.0029536306053106055 | 0.016821890270993907 | 0.0004581928068338273 | 0.0 | 0.0004970147598813702 | nan | inf | inf | inf | 0.0030638712879175476 | inf | nan | nan | 0.0008680143787907796 | | Class_7 | nan | 0.005515369021122166 | 0.006100665692543043 | inf | 0.016779697343369208 | 0.00571264699096747 | 0.04968004562207094 | 0.8655352702038819 | 0.08130588884398948 | 0.12222187642128776 | 0.2861762793848404 | 0.018084177280669522 | 0.0 | 0.03269468159596707 | inf | inf | inf | inf | 0.000902658655918262 | inf | nan | nan | 0.009675344518559212 | | Class_8 | nan | 0.007546489667449019 | 0.019051439283910062 | nan | 0.015530483290470904 | 0.01165507913625239 | 0.0016144898263587295 | 0.021108060020187273 | 0.7178452957309901 | 0.01798383990826576 | 0.046768676096877904 | 0.029203967185989436 | 2.0592359822658598e-07 | 0.0052005473055648475 | nan | inf | inf | inf | 6.719352791939081e-06 | inf | nan | nan | 0.016706164739935393 | | Class_9 | nan | 0.053878855935892256 | 0.013424489816940124 | inf | 0.010083125767847395 | 0.02436239269379438 | 0.00038528774414163584 | 0.0010200309012625686 | 0.003356686027041238 | 0.571638208111357 | 0.021483222432895816 | 0.01981561980789585 | 0.0001770256532754551 | 0.12489906484844068 | nan | inf | inf | inf | 0.0013272833560671437 | inf | nan | nan | 0.03870192105966669 | | Class_10 | nan | 0.03114238846144825 | 0.00941292319618552 | inf | 0.08861804115931353 | 0.009714455028919464 | 0.004936147259633942 | 0.025793104315990724 | 0.01094013181819058 | 0.016828152005529926 | 0.683994948844525 | 0.016025408768798072 | 0.0018011450724885387 | 0.006669646883385374 | inf | inf | inf | inf | 0.00469590609032538 | inf | nan | nan | 0.005019487204091599 | | Class_11 | nan | 0.02381096474510465 | 0.02310586723191855 | nan | 0.0036928915351746583 | 0.0033183601680694505 | 0.000195162808431039 | 0.0014725588355521504 | 0.007383838028184017 | 0.033015214619608935 | 0.012009452600447236 | 0.3799708444683716 | 3.981189565713996e-06 | 0.005818708839986433 | nan | inf | inf | inf | 7.602467730308217e-06 | inf | nan | nan | 0.012541199259041657 | | Class_12 | nan | 0.0031484610771430194 | 0.0002147693847549146 | inf | 0.0003497576290019426 | 0.0019249454002503248 | 9.983890819052825e-06 | 1.6628179186404985e-06 | 7.589753577319992e-06 | 0.0009738215167777478 | 0.0006412200355865928 | 0.00016361632264466782 | 0.002697667777967685 | 0.00023826569248644377 | nan | inf | inf | inf | 0.0004857900087063614 | inf | nan | nan | 0.0004277937325942959 | | Class_13 | nan | 0.05384630621925106 | 9.054846014221391e-05 | inf | 0.0008234265649847888 | 0.020339249933797893 | 0.00018999068664792031 | 0.0005173130239549214 | 0.0022196263760296234 | 0.08968649549521455 | 0.034363735389199866 | 0.017287578855389722 | 3.2261363722165134e-05 | 0.9349371272333908 | inf | inf | inf | inf | 0.001805662878551538 | inf | nan | nan | 0.00215100058129039 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.004401053432532902 | 6.985699214794547e-05 | inf | 0.00087246132479957 | 0.004274554646662254 | 1.1336980056029907e-05 | 2.377817279053696e-06 | 6.518591967330184e-06 | 0.002260645872141294 | 0.0005025670625300858 | 5.483813286949627e-05 | 0.000491882834963905 | 0.0007906085285390036 | nan | inf | inf | inf | 0.03783298952644881 | inf | nan | nan | 0.00017336885968466715 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.01613472373611188 | 0.013487886359452915 | nan | 0.002655075723090661 | 0.007402569021296244 | 0.0007245174611749944 | 0.0022131438654125093 | 0.009647457264800837 | 0.10717669387301645 | 0.024454209743390725 | 0.05513052975359346 | 2.6152296974776418e-05 | 0.03450492756794555 | nan | inf | inf | inf | 9.253508702041819e-06 | inf | nan | nan | 0.3133305706092706 | +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+-----------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 14:41:00] Vis4D INFO: Epoch 1: 10050/75000, ETA: 2:45:55, 6.52it/s, loss: 0.7303, loss_seg: 0.7303, _pixel_acc: 0.7741 [06/27 14:41:06] Vis4D INFO: Epoch 1: 10100/75000, ETA: 2:45:40, 6.53it/s, loss: 0.6921, loss_seg: 0.6921, _pixel_acc: 0.7903 [06/27 14:41:12] Vis4D INFO: Epoch 1: 10150/75000, ETA: 2:45:23, 6.53it/s, loss: 0.7692, loss_seg: 0.7692, _pixel_acc: 0.7728 [06/27 14:41:19] Vis4D INFO: Epoch 1: 10200/75000, ETA: 2:45:11, 6.54it/s, loss: 0.7521, loss_seg: 0.7521, _pixel_acc: 0.7669 [06/27 14:41:26] Vis4D INFO: Epoch 1: 10250/75000, ETA: 2:44:57, 6.54it/s, loss: 0.6933, loss_seg: 0.6933, _pixel_acc: 0.7876 [06/27 14:41:32] Vis4D INFO: Epoch 1: 10300/75000, ETA: 2:44:42, 6.55it/s, loss: 0.7634, loss_seg: 0.7634, _pixel_acc: 0.7646 [06/27 14:41:39] Vis4D INFO: Epoch 1: 10350/75000, ETA: 2:44:28, 6.55it/s, loss: 0.7600, loss_seg: 0.7600, _pixel_acc: 0.7689 [06/27 14:41:46] Vis4D INFO: Epoch 1: 10400/75000, ETA: 2:44:15, 6.55it/s, loss: 0.7695, loss_seg: 0.7695, _pixel_acc: 0.7691 [06/27 14:41:53] Vis4D INFO: Epoch 1: 10450/75000, ETA: 2:44:04, 6.56it/s, loss: 0.7216, loss_seg: 0.7216, _pixel_acc: 0.7777 [06/27 14:42:00] Vis4D INFO: Epoch 1: 10500/75000, ETA: 2:43:50, 6.56it/s, loss: 0.7529, loss_seg: 0.7529, _pixel_acc: 0.7698 [06/27 14:42:06] Vis4D INFO: Epoch 1: 10550/75000, ETA: 2:43:34, 6.57it/s, loss: 0.6719, loss_seg: 0.6719, _pixel_acc: 0.7894 [06/27 14:42:13] Vis4D INFO: Epoch 1: 10600/75000, ETA: 2:43:24, 6.57it/s, loss: 0.7084, loss_seg: 0.7084, _pixel_acc: 0.7810 [06/27 14:42:20] Vis4D INFO: Epoch 1: 10650/75000, ETA: 2:43:12, 6.57it/s, loss: 0.6711, loss_seg: 0.6711, _pixel_acc: 0.7958 [06/27 14:42:26] Vis4D INFO: Epoch 1: 10700/75000, ETA: 2:42:56, 6.58it/s, loss: 0.6674, loss_seg: 0.6674, _pixel_acc: 0.7949 [06/27 14:42:33] Vis4D INFO: Epoch 1: 10750/75000, ETA: 2:42:43, 6.58it/s, loss: 0.7098, loss_seg: 0.7098, _pixel_acc: 0.7858 [06/27 14:42:40] Vis4D INFO: Epoch 1: 10800/75000, ETA: 2:42:31, 6.58it/s, loss: 0.6795, loss_seg: 0.6795, _pixel_acc: 0.7877 [06/27 14:42:46] Vis4D INFO: Epoch 1: 10850/75000, ETA: 2:42:17, 6.59it/s, loss: 0.6778, loss_seg: 0.6778, _pixel_acc: 0.7943 [06/27 14:42:53] Vis4D INFO: Epoch 1: 10900/75000, ETA: 2:42:02, 6.59it/s, loss: 0.7459, loss_seg: 0.7459, _pixel_acc: 0.7645 [06/27 14:42:59] Vis4D INFO: Epoch 1: 10950/75000, ETA: 2:41:50, 6.60it/s, loss: 0.7197, loss_seg: 0.7197, _pixel_acc: 0.7759 [06/27 14:43:06] Vis4D INFO: Epoch 1: 11000/75000, ETA: 2:41:37, 6.60it/s, loss: 0.7420, loss_seg: 0.7420, _pixel_acc: 0.7748 [06/27 14:43:12] Vis4D INFO: Epoch 1: 11050/75000, ETA: 2:41:23, 6.60it/s, loss: 0.6559, loss_seg: 0.6559, _pixel_acc: 0.7970 [06/27 14:43:19] Vis4D INFO: Epoch 1: 11100/75000, ETA: 2:41:07, 6.61it/s, loss: 0.6779, loss_seg: 0.6779, _pixel_acc: 0.7945 [06/27 14:43:25] Vis4D INFO: Epoch 1: 11150/75000, ETA: 2:40:53, 6.61it/s, loss: 0.6937, loss_seg: 0.6937, _pixel_acc: 0.7878 [06/27 14:43:32] Vis4D INFO: Epoch 1: 11200/75000, ETA: 2:40:41, 6.62it/s, loss: 0.6477, loss_seg: 0.6477, _pixel_acc: 0.7973 [06/27 14:43:38] Vis4D INFO: Epoch 1: 11250/75000, ETA: 2:40:28, 6.62it/s, loss: 0.7098, loss_seg: 0.7098, _pixel_acc: 0.7791 [06/27 14:43:45] Vis4D INFO: Epoch 1: 11300/75000, ETA: 2:40:16, 6.62it/s, loss: 0.7292, loss_seg: 0.7292, _pixel_acc: 0.7786 [06/27 14:43:52] Vis4D INFO: Epoch 1: 11350/75000, ETA: 2:40:07, 6.62it/s, loss: 0.7108, loss_seg: 0.7108, _pixel_acc: 0.7868 [06/27 14:44:00] Vis4D INFO: Epoch 1: 11400/75000, ETA: 2:39:57, 6.63it/s, loss: 0.6944, loss_seg: 0.6944, _pixel_acc: 0.7831 [06/27 14:44:06] Vis4D INFO: Epoch 1: 11450/75000, ETA: 2:39:43, 6.63it/s, loss: 0.7118, loss_seg: 0.7118, _pixel_acc: 0.7845 [06/27 14:44:12] Vis4D INFO: Epoch 1: 11500/75000, ETA: 2:39:29, 6.64it/s, loss: 0.7607, loss_seg: 0.7607, _pixel_acc: 0.7698 [06/27 14:44:19] Vis4D INFO: Epoch 1: 11550/75000, ETA: 2:39:15, 6.64it/s, loss: 0.6813, loss_seg: 0.6813, _pixel_acc: 0.7870 [06/27 14:44:25] Vis4D INFO: Epoch 1: 11600/75000, ETA: 2:39:03, 6.64it/s, loss: 0.7009, loss_seg: 0.7009, _pixel_acc: 0.7922 [06/27 14:44:31] Vis4D INFO: Epoch 1: 11650/75000, ETA: 2:38:48, 6.65it/s, loss: 0.6388, loss_seg: 0.6388, _pixel_acc: 0.8015 [06/27 14:44:38] Vis4D INFO: Epoch 1: 11700/75000, ETA: 2:38:36, 6.65it/s, loss: 0.6394, loss_seg: 0.6394, _pixel_acc: 0.7986 [06/27 14:44:45] Vis4D INFO: Epoch 1: 11750/75000, ETA: 2:38:23, 6.66it/s, loss: 0.6195, loss_seg: 0.6195, _pixel_acc: 0.8033 [06/27 14:44:51] Vis4D INFO: Epoch 1: 11800/75000, ETA: 2:38:09, 6.66it/s, loss: 0.6895, loss_seg: 0.6895, _pixel_acc: 0.7910 [06/27 14:44:58] Vis4D INFO: Epoch 1: 11850/75000, ETA: 2:37:57, 6.66it/s, loss: 0.6290, loss_seg: 0.6290, _pixel_acc: 0.8058 [06/27 14:45:04] Vis4D INFO: Epoch 1: 11900/75000, ETA: 2:37:46, 6.67it/s, loss: 0.7455, loss_seg: 0.7455, _pixel_acc: 0.7820 [06/27 14:45:11] Vis4D INFO: Epoch 1: 11950/75000, ETA: 2:37:34, 6.67it/s, loss: 0.6490, loss_seg: 0.6490, _pixel_acc: 0.7982 [06/27 14:45:17] Vis4D INFO: Epoch 1: 12000/75000, ETA: 2:37:20, 6.67it/s, loss: 0.6828, loss_seg: 0.6828, _pixel_acc: 0.7858 [06/27 14:45:24] Vis4D INFO: Epoch 1: 12050/75000, ETA: 2:37:08, 6.68it/s, loss: 0.6703, loss_seg: 0.6703, _pixel_acc: 0.7929 [06/27 14:45:31] Vis4D INFO: Epoch 1: 12100/75000, ETA: 2:36:58, 6.68it/s, loss: 0.6955, loss_seg: 0.6955, _pixel_acc: 0.7911 [06/27 14:45:37] Vis4D INFO: Epoch 1: 12150/75000, ETA: 2:36:44, 6.68it/s, loss: 0.6734, loss_seg: 0.6734, _pixel_acc: 0.7904 [06/27 14:45:44] Vis4D INFO: Epoch 1: 12200/75000, ETA: 2:36:32, 6.69it/s, loss: 0.6767, loss_seg: 0.6767, _pixel_acc: 0.7932 [06/27 14:45:50] Vis4D INFO: Epoch 1: 12250/75000, ETA: 2:36:17, 6.69it/s, loss: 0.6554, loss_seg: 0.6554, _pixel_acc: 0.8007 [06/27 14:45:56] Vis4D INFO: Epoch 1: 12300/75000, ETA: 2:36:03, 6.70it/s, loss: 0.6276, loss_seg: 0.6276, _pixel_acc: 0.8062 [06/27 14:46:03] Vis4D INFO: Epoch 1: 12350/75000, ETA: 2:35:51, 6.70it/s, loss: 0.5918, loss_seg: 0.5918, _pixel_acc: 0.8184 [06/27 14:46:10] Vis4D INFO: Epoch 1: 12400/75000, ETA: 2:35:42, 6.70it/s, loss: 0.6787, loss_seg: 0.6787, _pixel_acc: 0.7885 [06/27 14:46:17] Vis4D INFO: Epoch 1: 12450/75000, ETA: 2:35:32, 6.70it/s, loss: 0.6495, loss_seg: 0.6495, _pixel_acc: 0.7966 [06/27 14:46:24] Vis4D INFO: Epoch 1: 12500/75000, ETA: 2:35:22, 6.70it/s, loss: 0.6020, loss_seg: 0.6020, _pixel_acc: 0.8110 [06/27 14:46:30] Vis4D INFO: Epoch 1: 12550/75000, ETA: 2:35:11, 6.71it/s, loss: 0.5812, loss_seg: 0.5812, _pixel_acc: 0.8234 [06/27 14:46:37] Vis4D INFO: Epoch 1: 12600/75000, ETA: 2:34:59, 6.71it/s, loss: 0.6787, loss_seg: 0.6787, _pixel_acc: 0.7850 [06/27 14:46:44] Vis4D INFO: Epoch 1: 12650/75000, ETA: 2:34:48, 6.71it/s, loss: 0.5876, loss_seg: 0.5876, _pixel_acc: 0.8213 [06/27 14:46:50] Vis4D INFO: Epoch 1: 12700/75000, ETA: 2:34:36, 6.72it/s, loss: 0.6373, loss_seg: 0.6373, _pixel_acc: 0.8044 [06/27 14:46:56] Vis4D INFO: Epoch 1: 12750/75000, ETA: 2:34:21, 6.72it/s, loss: 0.6041, loss_seg: 0.6041, _pixel_acc: 0.8085 [06/27 14:47:02] Vis4D INFO: Epoch 1: 12800/75000, ETA: 2:34:08, 6.73it/s, loss: 0.6107, loss_seg: 0.6107, _pixel_acc: 0.8083 [06/27 14:47:09] Vis4D INFO: Epoch 1: 12850/75000, ETA: 2:33:55, 6.73it/s, loss: 0.5565, loss_seg: 0.5565, _pixel_acc: 0.8264 [06/27 14:47:15] Vis4D INFO: Epoch 1: 12900/75000, ETA: 2:33:43, 6.73it/s, loss: 0.6338, loss_seg: 0.6338, _pixel_acc: 0.8069 [06/27 14:47:21] Vis4D INFO: Epoch 1: 12950/75000, ETA: 2:33:28, 6.74it/s, loss: 0.6265, loss_seg: 0.6265, _pixel_acc: 0.8073 [06/27 14:47:27] Vis4D INFO: Epoch 1: 13000/75000, ETA: 2:33:15, 6.74it/s, loss: 0.6146, loss_seg: 0.6146, _pixel_acc: 0.8090 [06/27 14:47:34] Vis4D INFO: Epoch 1: 13050/75000, ETA: 2:33:03, 6.75it/s, loss: 0.5828, loss_seg: 0.5828, _pixel_acc: 0.8175 [06/27 14:47:40] Vis4D INFO: Epoch 1: 13100/75000, ETA: 2:32:51, 6.75it/s, loss: 0.6156, loss_seg: 0.6156, _pixel_acc: 0.8071 [06/27 14:47:47] Vis4D INFO: Epoch 1: 13150/75000, ETA: 2:32:39, 6.75it/s, loss: 0.6644, loss_seg: 0.6644, _pixel_acc: 0.7983 [06/27 14:47:53] Vis4D INFO: Epoch 1: 13200/75000, ETA: 2:32:29, 6.75it/s, loss: 0.6245, loss_seg: 0.6245, _pixel_acc: 0.8036 [06/27 14:48:00] Vis4D INFO: Epoch 1: 13250/75000, ETA: 2:32:17, 6.76it/s, loss: 0.6074, loss_seg: 0.6074, _pixel_acc: 0.8133 [06/27 14:48:06] Vis4D INFO: Epoch 1: 13300/75000, ETA: 2:32:05, 6.76it/s, loss: 0.6525, loss_seg: 0.6525, _pixel_acc: 0.8051 [06/27 14:48:12] Vis4D INFO: Epoch 1: 13350/75000, ETA: 2:31:52, 6.77it/s, loss: 0.6614, loss_seg: 0.6614, _pixel_acc: 0.7980 [06/27 14:48:18] Vis4D INFO: Epoch 1: 13400/75000, ETA: 2:31:37, 6.77it/s, loss: 0.6742, loss_seg: 0.6742, _pixel_acc: 0.7935 [06/27 14:48:25] Vis4D INFO: Epoch 1: 13450/75000, ETA: 2:31:25, 6.77it/s, loss: 0.6837, loss_seg: 0.6837, _pixel_acc: 0.7921 [06/27 14:48:31] Vis4D INFO: Epoch 1: 13500/75000, ETA: 2:31:13, 6.78it/s, loss: 0.6743, loss_seg: 0.6743, _pixel_acc: 0.7929 [06/27 14:48:37] Vis4D INFO: Epoch 1: 13550/75000, ETA: 2:30:59, 6.78it/s, loss: 0.6327, loss_seg: 0.6327, _pixel_acc: 0.8060 [06/27 14:48:43] Vis4D INFO: Epoch 1: 13600/75000, ETA: 2:30:46, 6.79it/s, loss: 0.5628, loss_seg: 0.5628, _pixel_acc: 0.8256 [06/27 14:48:49] Vis4D INFO: Epoch 1: 13650/75000, ETA: 2:30:34, 6.79it/s, loss: 0.5472, loss_seg: 0.5472, _pixel_acc: 0.8306 [06/27 14:48:56] Vis4D INFO: Epoch 1: 13700/75000, ETA: 2:30:22, 6.79it/s, loss: 0.5750, loss_seg: 0.5750, _pixel_acc: 0.8217 [06/27 14:49:02] Vis4D INFO: Epoch 1: 13750/75000, ETA: 2:30:08, 6.80it/s, loss: 0.6006, loss_seg: 0.6006, _pixel_acc: 0.8186 [06/27 14:49:07] Vis4D INFO: Epoch 1: 13800/75000, ETA: 2:29:54, 6.80it/s, loss: 0.6822, loss_seg: 0.6822, _pixel_acc: 0.7938 [06/27 14:49:13] Vis4D INFO: Epoch 1: 13850/75000, ETA: 2:29:40, 6.81it/s, loss: 0.5817, loss_seg: 0.5817, _pixel_acc: 0.8230 [06/27 14:49:19] Vis4D INFO: Epoch 1: 13900/75000, ETA: 2:29:27, 6.81it/s, loss: 0.6131, loss_seg: 0.6131, _pixel_acc: 0.8078 [06/27 14:49:26] Vis4D INFO: Epoch 1: 13950/75000, ETA: 2:29:16, 6.82it/s, loss: 0.5696, loss_seg: 0.5696, _pixel_acc: 0.8251 [06/27 14:49:32] Vis4D INFO: Epoch 1: 14000/75000, ETA: 2:29:05, 6.82it/s, loss: 0.5617, loss_seg: 0.5617, _pixel_acc: 0.8261 [06/27 14:49:39] Vis4D INFO: Epoch 1: 14050/75000, ETA: 2:28:54, 6.82it/s, loss: 0.6454, loss_seg: 0.6454, _pixel_acc: 0.8014 [06/27 14:49:45] Vis4D INFO: Epoch 1: 14100/75000, ETA: 2:28:42, 6.83it/s, loss: 0.5479, loss_seg: 0.5479, _pixel_acc: 0.8311 [06/27 14:49:51] Vis4D INFO: Epoch 1: 14150/75000, ETA: 2:28:29, 6.83it/s, loss: 0.6022, loss_seg: 0.6022, _pixel_acc: 0.8122 [06/27 14:49:58] Vis4D INFO: Epoch 1: 14200/75000, ETA: 2:28:20, 6.83it/s, loss: 0.6079, loss_seg: 0.6079, _pixel_acc: 0.8165 [06/27 14:50:04] Vis4D INFO: Epoch 1: 14250/75000, ETA: 2:28:09, 6.83it/s, loss: 0.5909, loss_seg: 0.5909, _pixel_acc: 0.8172 [06/27 14:50:11] Vis4D INFO: Epoch 1: 14300/75000, ETA: 2:27:58, 6.84it/s, loss: 0.6392, loss_seg: 0.6392, _pixel_acc: 0.8031 [06/27 14:50:17] Vis4D INFO: Epoch 1: 14350/75000, ETA: 2:27:45, 6.84it/s, loss: 0.5887, loss_seg: 0.5887, _pixel_acc: 0.8228 [06/27 14:50:23] Vis4D INFO: Epoch 1: 14400/75000, ETA: 2:27:32, 6.85it/s, loss: 0.6115, loss_seg: 0.6115, _pixel_acc: 0.8092 [06/27 14:50:29] Vis4D INFO: Epoch 1: 14450/75000, ETA: 2:27:20, 6.85it/s, loss: 0.5572, loss_seg: 0.5572, _pixel_acc: 0.8305 [06/27 14:50:35] Vis4D INFO: Epoch 1: 14500/75000, ETA: 2:27:08, 6.85it/s, loss: 0.5225, loss_seg: 0.5225, _pixel_acc: 0.8438 [06/27 14:50:42] Vis4D INFO: Epoch 1: 14550/75000, ETA: 2:26:57, 6.86it/s, loss: 0.5663, loss_seg: 0.5663, _pixel_acc: 0.8246 [06/27 14:50:48] Vis4D INFO: Epoch 1: 14600/75000, ETA: 2:26:44, 6.86it/s, loss: 0.5605, loss_seg: 0.5605, _pixel_acc: 0.8305 [06/27 14:50:53] Vis4D INFO: Epoch 1: 14650/75000, ETA: 2:26:31, 6.86it/s, loss: 0.5336, loss_seg: 0.5336, _pixel_acc: 0.8355 [06/27 14:51:00] Vis4D INFO: Epoch 1: 14700/75000, ETA: 2:26:22, 6.87it/s, loss: 0.5607, loss_seg: 0.5607, _pixel_acc: 0.8286 [06/27 14:51:06] Vis4D INFO: Epoch 1: 14750/75000, ETA: 2:26:10, 6.87it/s, loss: 0.5731, loss_seg: 0.5731, _pixel_acc: 0.8212 [06/27 14:51:12] Vis4D INFO: Epoch 1: 14800/75000, ETA: 2:25:57, 6.87it/s, loss: 0.5995, loss_seg: 0.5995, _pixel_acc: 0.8210 [06/27 14:51:19] Vis4D INFO: Epoch 1: 14850/75000, ETA: 2:25:47, 6.88it/s, loss: 0.5701, loss_seg: 0.5701, _pixel_acc: 0.8274 [06/27 14:51:25] Vis4D INFO: Epoch 1: 14900/75000, ETA: 2:25:35, 6.88it/s, loss: 0.5552, loss_seg: 0.5552, _pixel_acc: 0.8302 [06/27 14:51:31] Vis4D INFO: Epoch 1: 14950/75000, ETA: 2:25:22, 6.88it/s, loss: 0.5559, loss_seg: 0.5559, _pixel_acc: 0.8305 [06/27 14:51:38] Vis4D INFO: Epoch 1: 15000/75000, ETA: 2:25:13, 6.89it/s, loss: 0.5715, loss_seg: 0.5715, _pixel_acc: 0.8171 [06/27 14:51:44] Vis4D INFO: Epoch 1: 15050/75000, ETA: 2:25:02, 6.89it/s, loss: 0.5537, loss_seg: 0.5537, _pixel_acc: 0.8285 [06/27 14:51:50] Vis4D INFO: Epoch 1: 15100/75000, ETA: 2:24:51, 6.89it/s, loss: 0.5850, loss_seg: 0.5850, _pixel_acc: 0.8176 [06/27 14:51:57] Vis4D INFO: Epoch 1: 15150/75000, ETA: 2:24:41, 6.89it/s, loss: 0.5084, loss_seg: 0.5084, _pixel_acc: 0.8411 [06/27 14:52:03] Vis4D INFO: Epoch 1: 15200/75000, ETA: 2:24:28, 6.90it/s, loss: 0.4977, loss_seg: 0.4977, _pixel_acc: 0.8448 [06/27 14:52:09] Vis4D INFO: Epoch 1: 15250/75000, ETA: 2:24:17, 6.90it/s, loss: 0.5304, loss_seg: 0.5304, _pixel_acc: 0.8347 [06/27 14:52:15] Vis4D INFO: Epoch 1: 15300/75000, ETA: 2:24:05, 6.91it/s, loss: 0.5318, loss_seg: 0.5318, _pixel_acc: 0.8368 [06/27 14:52:21] Vis4D INFO: Epoch 1: 15350/75000, ETA: 2:23:52, 6.91it/s, loss: 0.5607, loss_seg: 0.5607, _pixel_acc: 0.8306 [06/27 14:52:27] Vis4D INFO: Epoch 1: 15400/75000, ETA: 2:23:42, 6.91it/s, loss: 0.5688, loss_seg: 0.5688, _pixel_acc: 0.8235 [06/27 14:52:33] Vis4D INFO: Epoch 1: 15450/75000, ETA: 2:23:31, 6.92it/s, loss: 0.5674, loss_seg: 0.5674, _pixel_acc: 0.8264 [06/27 14:52:40] Vis4D INFO: Epoch 1: 15500/75000, ETA: 2:23:21, 6.92it/s, loss: 0.5630, loss_seg: 0.5630, _pixel_acc: 0.8282 [06/27 14:52:46] Vis4D INFO: Epoch 1: 15550/75000, ETA: 2:23:08, 6.92it/s, loss: 0.5308, loss_seg: 0.5308, _pixel_acc: 0.8412 [06/27 14:52:52] Vis4D INFO: Epoch 1: 15600/75000, ETA: 2:22:57, 6.93it/s, loss: 0.5346, loss_seg: 0.5346, _pixel_acc: 0.8358 [06/27 14:52:58] Vis4D INFO: Epoch 1: 15650/75000, ETA: 2:22:45, 6.93it/s, loss: 0.5610, loss_seg: 0.5610, _pixel_acc: 0.8247 [06/27 14:53:04] Vis4D INFO: Epoch 1: 15700/75000, ETA: 2:22:34, 6.93it/s, loss: 0.5292, loss_seg: 0.5292, _pixel_acc: 0.8344 [06/27 14:53:11] Vis4D INFO: Epoch 1: 15750/75000, ETA: 2:22:25, 6.93it/s, loss: 0.5949, loss_seg: 0.5949, _pixel_acc: 0.8225 [06/27 14:53:17] Vis4D INFO: Epoch 1: 15800/75000, ETA: 2:22:12, 6.94it/s, loss: 0.5383, loss_seg: 0.5383, _pixel_acc: 0.8326 [06/27 14:53:22] Vis4D INFO: Epoch 1: 15850/75000, ETA: 2:22:00, 6.94it/s, loss: 0.5769, loss_seg: 0.5769, _pixel_acc: 0.8178 [06/27 14:53:29] Vis4D INFO: Epoch 1: 15900/75000, ETA: 2:21:49, 6.94it/s, loss: 0.5530, loss_seg: 0.5530, _pixel_acc: 0.8277 [06/27 14:53:35] Vis4D INFO: Epoch 1: 15950/75000, ETA: 2:21:39, 6.95it/s, loss: 0.4982, loss_seg: 0.4982, _pixel_acc: 0.8450 [06/27 14:53:41] Vis4D INFO: Epoch 1: 16000/75000, ETA: 2:21:27, 6.95it/s, loss: 0.5149, loss_seg: 0.5149, _pixel_acc: 0.8396 [06/27 14:53:47] Vis4D INFO: Epoch 1: 16050/75000, ETA: 2:21:15, 6.96it/s, loss: 0.5151, loss_seg: 0.5151, _pixel_acc: 0.8408 [06/27 14:53:53] Vis4D INFO: Epoch 1: 16100/75000, ETA: 2:21:04, 6.96it/s, loss: 0.5445, loss_seg: 0.5445, _pixel_acc: 0.8342 [06/27 14:53:59] Vis4D INFO: Epoch 1: 16150/75000, ETA: 2:20:54, 6.96it/s, loss: 0.5633, loss_seg: 0.5633, _pixel_acc: 0.8206 [06/27 14:54:05] Vis4D INFO: Epoch 1: 16200/75000, ETA: 2:20:42, 6.96it/s, loss: 0.4945, loss_seg: 0.4945, _pixel_acc: 0.8446 [06/27 14:54:12] Vis4D INFO: Epoch 1: 16250/75000, ETA: 2:20:33, 6.97it/s, loss: 0.5032, loss_seg: 0.5032, _pixel_acc: 0.8483 [06/27 14:54:18] Vis4D INFO: Epoch 1: 16300/75000, ETA: 2:20:22, 6.97it/s, loss: 0.5652, loss_seg: 0.5652, _pixel_acc: 0.8321 [06/27 14:54:25] Vis4D INFO: Epoch 1: 16350/75000, ETA: 2:20:15, 6.97it/s, loss: 0.5064, loss_seg: 0.5064, _pixel_acc: 0.8442 [06/27 14:54:32] Vis4D INFO: Epoch 1: 16400/75000, ETA: 2:20:05, 6.97it/s, loss: 0.4617, loss_seg: 0.4617, _pixel_acc: 0.8594 [06/27 14:54:38] Vis4D INFO: Epoch 1: 16450/75000, ETA: 2:19:56, 6.97it/s, loss: 0.4646, loss_seg: 0.4646, _pixel_acc: 0.8556 [06/27 14:54:44] Vis4D INFO: Epoch 1: 16500/75000, ETA: 2:19:45, 6.98it/s, loss: 0.5377, loss_seg: 0.5377, _pixel_acc: 0.8347 [06/27 14:54:51] Vis4D INFO: Epoch 1: 16550/75000, ETA: 2:19:35, 6.98it/s, loss: 0.5176, loss_seg: 0.5176, _pixel_acc: 0.8433 [06/27 14:54:57] Vis4D INFO: Epoch 1: 16600/75000, ETA: 2:19:24, 6.98it/s, loss: 0.5216, loss_seg: 0.5216, _pixel_acc: 0.8426 [06/27 14:55:03] Vis4D INFO: Epoch 1: 16650/75000, ETA: 2:19:13, 6.99it/s, loss: 0.5516, loss_seg: 0.5516, _pixel_acc: 0.8311 [06/27 14:55:09] Vis4D INFO: Epoch 1: 16700/75000, ETA: 2:19:02, 6.99it/s, loss: 0.5566, loss_seg: 0.5566, _pixel_acc: 0.8311 [06/27 14:55:15] Vis4D INFO: Epoch 1: 16750/75000, ETA: 2:18:53, 6.99it/s, loss: 0.5412, loss_seg: 0.5412, _pixel_acc: 0.8349 [06/27 14:55:21] Vis4D INFO: Epoch 1: 16800/75000, ETA: 2:18:41, 6.99it/s, loss: 0.6101, loss_seg: 0.6101, _pixel_acc: 0.8127 [06/27 14:55:27] Vis4D INFO: Epoch 1: 16850/75000, ETA: 2:18:30, 7.00it/s, loss: 0.4993, loss_seg: 0.4993, _pixel_acc: 0.8446 [06/27 14:55:33] Vis4D INFO: Epoch 1: 16900/75000, ETA: 2:18:19, 7.00it/s, loss: 0.5428, loss_seg: 0.5428, _pixel_acc: 0.8327 [06/27 14:55:39] Vis4D INFO: Epoch 1: 16950/75000, ETA: 2:18:08, 7.00it/s, loss: 0.4768, loss_seg: 0.4768, _pixel_acc: 0.8526 [06/27 14:55:46] Vis4D INFO: Epoch 1: 17000/75000, ETA: 2:17:58, 7.01it/s, loss: 0.5276, loss_seg: 0.5276, _pixel_acc: 0.8445 [06/27 14:55:52] Vis4D INFO: Epoch 1: 17050/75000, ETA: 2:17:49, 7.01it/s, loss: 0.4862, loss_seg: 0.4862, _pixel_acc: 0.8475 [06/27 14:55:59] Vis4D INFO: Epoch 1: 17100/75000, ETA: 2:17:40, 7.01it/s, loss: 0.5461, loss_seg: 0.5461, _pixel_acc: 0.8364 [06/27 14:56:05] Vis4D INFO: Epoch 1: 17150/75000, ETA: 2:17:30, 7.01it/s, loss: 0.5858, loss_seg: 0.5858, _pixel_acc: 0.8260 [06/27 14:56:12] Vis4D INFO: Epoch 1: 17200/75000, ETA: 2:17:21, 7.01it/s, loss: 0.5574, loss_seg: 0.5574, _pixel_acc: 0.8294 [06/27 14:56:18] Vis4D INFO: Epoch 1: 17250/75000, ETA: 2:17:13, 7.01it/s, loss: 0.5152, loss_seg: 0.5152, _pixel_acc: 0.8437 [06/27 14:56:25] Vis4D INFO: Epoch 1: 17300/75000, ETA: 2:17:05, 7.02it/s, loss: 0.4814, loss_seg: 0.4814, _pixel_acc: 0.8514 [06/27 14:56:32] Vis4D INFO: Epoch 1: 17350/75000, ETA: 2:16:55, 7.02it/s, loss: 0.5644, loss_seg: 0.5644, _pixel_acc: 0.8275 [06/27 14:56:38] Vis4D INFO: Epoch 1: 17400/75000, ETA: 2:16:45, 7.02it/s, loss: 0.4799, loss_seg: 0.4799, _pixel_acc: 0.8515 [06/27 14:56:45] Vis4D INFO: Epoch 1: 17450/75000, ETA: 2:16:36, 7.02it/s, loss: 0.4950, loss_seg: 0.4950, _pixel_acc: 0.8473 [06/27 14:56:51] Vis4D INFO: Epoch 1: 17500/75000, ETA: 2:16:26, 7.02it/s, loss: 0.4746, loss_seg: 0.4746, _pixel_acc: 0.8528 [06/27 14:56:58] Vis4D INFO: Epoch 1: 17550/75000, ETA: 2:16:18, 7.02it/s, loss: 0.5362, loss_seg: 0.5362, _pixel_acc: 0.8333 [06/27 14:57:04] Vis4D INFO: Epoch 1: 17600/75000, ETA: 2:16:09, 7.03it/s, loss: 0.5186, loss_seg: 0.5186, _pixel_acc: 0.8353 [06/27 14:57:11] Vis4D INFO: Epoch 1: 17650/75000, ETA: 2:16:01, 7.03it/s, loss: 0.5131, loss_seg: 0.5131, _pixel_acc: 0.8444 [06/27 14:57:18] Vis4D INFO: Epoch 1: 17700/75000, ETA: 2:15:53, 7.03it/s, loss: 0.4880, loss_seg: 0.4880, _pixel_acc: 0.8506 [06/27 14:57:25] Vis4D INFO: Epoch 1: 17750/75000, ETA: 2:15:45, 7.03it/s, loss: 0.4973, loss_seg: 0.4973, _pixel_acc: 0.8454 [06/27 14:57:32] Vis4D INFO: Epoch 1: 17800/75000, ETA: 2:15:37, 7.03it/s, loss: 0.4910, loss_seg: 0.4910, _pixel_acc: 0.8501 [06/27 14:57:39] Vis4D INFO: Epoch 1: 17850/75000, ETA: 2:15:30, 7.03it/s, loss: 0.4880, loss_seg: 0.4880, _pixel_acc: 0.8492 [06/27 14:57:46] Vis4D INFO: Epoch 1: 17900/75000, ETA: 2:15:22, 7.03it/s, loss: 0.5100, loss_seg: 0.5100, _pixel_acc: 0.8410 [06/27 14:57:52] Vis4D INFO: Epoch 1: 17950/75000, ETA: 2:15:13, 7.03it/s, loss: 0.4963, loss_seg: 0.4963, _pixel_acc: 0.8467 [06/27 14:57:59] Vis4D INFO: Epoch 1: 18000/75000, ETA: 2:15:04, 7.03it/s, loss: 0.5038, loss_seg: 0.5038, _pixel_acc: 0.8469 [06/27 14:58:05] Vis4D INFO: Epoch 1: 18050/75000, ETA: 2:14:55, 7.04it/s, loss: 0.4465, loss_seg: 0.4465, _pixel_acc: 0.8625 [06/27 14:58:11] Vis4D INFO: Epoch 1: 18100/75000, ETA: 2:14:45, 7.04it/s, loss: 0.4623, loss_seg: 0.4623, _pixel_acc: 0.8620 [06/27 14:58:18] Vis4D INFO: Epoch 1: 18150/75000, ETA: 2:14:37, 7.04it/s, loss: 0.5168, loss_seg: 0.5168, _pixel_acc: 0.8389 [06/27 14:58:24] Vis4D INFO: Epoch 1: 18200/75000, ETA: 2:14:27, 7.04it/s, loss: 0.4678, loss_seg: 0.4678, _pixel_acc: 0.8567 [06/27 14:58:31] Vis4D INFO: Epoch 1: 18250/75000, ETA: 2:14:17, 7.04it/s, loss: 0.5239, loss_seg: 0.5239, _pixel_acc: 0.8383 [06/27 14:58:37] Vis4D INFO: Epoch 1: 18300/75000, ETA: 2:14:10, 7.04it/s, loss: 0.6010, loss_seg: 0.6010, _pixel_acc: 0.8178 [06/27 14:58:44] Vis4D INFO: Epoch 1: 18350/75000, ETA: 2:14:00, 7.05it/s, loss: 0.5399, loss_seg: 0.5399, _pixel_acc: 0.8346 [06/27 14:58:50] Vis4D INFO: Epoch 1: 18400/75000, ETA: 2:13:52, 7.05it/s, loss: 0.5109, loss_seg: 0.5109, _pixel_acc: 0.8443 [06/27 14:58:57] Vis4D INFO: Epoch 1: 18450/75000, ETA: 2:13:43, 7.05it/s, loss: 0.5413, loss_seg: 0.5413, _pixel_acc: 0.8312 [06/27 14:59:04] Vis4D INFO: Epoch 1: 18500/75000, ETA: 2:13:35, 7.05it/s, loss: 0.4767, loss_seg: 0.4767, _pixel_acc: 0.8516 [06/27 14:59:10] Vis4D INFO: Epoch 1: 18550/75000, ETA: 2:13:26, 7.05it/s, loss: 0.5014, loss_seg: 0.5014, _pixel_acc: 0.8463 [06/27 14:59:16] Vis4D INFO: Epoch 1: 18600/75000, ETA: 2:13:16, 7.05it/s, loss: 0.4992, loss_seg: 0.4992, _pixel_acc: 0.8461 [06/27 14:59:22] Vis4D INFO: Epoch 1: 18650/75000, ETA: 2:13:06, 7.06it/s, loss: 0.5295, loss_seg: 0.5295, _pixel_acc: 0.8397 [06/27 14:59:29] Vis4D INFO: Epoch 1: 18700/75000, ETA: 2:12:58, 7.06it/s, loss: 0.5270, loss_seg: 0.5270, _pixel_acc: 0.8385 [06/27 14:59:36] Vis4D INFO: Epoch 1: 18750/75000, ETA: 2:12:50, 7.06it/s, loss: 0.4614, loss_seg: 0.4614, _pixel_acc: 0.8577 [06/27 14:59:43] Vis4D INFO: Epoch 1: 18800/75000, ETA: 2:12:42, 7.06it/s, loss: 0.4803, loss_seg: 0.4803, _pixel_acc: 0.8468 [06/27 14:59:50] Vis4D INFO: Epoch 1: 18850/75000, ETA: 2:12:34, 7.06it/s, loss: 0.4702, loss_seg: 0.4702, _pixel_acc: 0.8549 [06/27 14:59:56] Vis4D INFO: Epoch 1: 18900/75000, ETA: 2:12:24, 7.06it/s, loss: 0.4564, loss_seg: 0.4564, _pixel_acc: 0.8575 [06/27 15:00:03] Vis4D INFO: Epoch 1: 18950/75000, ETA: 2:12:17, 7.06it/s, loss: 0.5492, loss_seg: 0.5492, _pixel_acc: 0.8342 [06/27 15:00:09] Vis4D INFO: Epoch 1: 19000/75000, ETA: 2:12:08, 7.06it/s, loss: 0.5297, loss_seg: 0.5297, _pixel_acc: 0.8435 [06/27 15:00:17] Vis4D INFO: Epoch 1: 19050/75000, ETA: 2:12:02, 7.06it/s, loss: 0.5366, loss_seg: 0.5366, _pixel_acc: 0.8383 [06/27 15:00:24] Vis4D INFO: Epoch 1: 19100/75000, ETA: 2:11:54, 7.06it/s, loss: 0.4862, loss_seg: 0.4862, _pixel_acc: 0.8521 [06/27 15:00:30] Vis4D INFO: Epoch 1: 19150/75000, ETA: 2:11:46, 7.06it/s, loss: 0.4640, loss_seg: 0.4640, _pixel_acc: 0.8561 [06/27 15:00:37] Vis4D INFO: Epoch 1: 19200/75000, ETA: 2:11:38, 7.07it/s, loss: 0.4679, loss_seg: 0.4679, _pixel_acc: 0.8562 [06/27 15:00:43] Vis4D INFO: Epoch 1: 19250/75000, ETA: 2:11:29, 7.07it/s, loss: 0.5127, loss_seg: 0.5127, _pixel_acc: 0.8418 [06/27 15:00:50] Vis4D INFO: Epoch 1: 19300/75000, ETA: 2:11:22, 7.07it/s, loss: 0.4868, loss_seg: 0.4868, _pixel_acc: 0.8510 [06/27 15:00:57] Vis4D INFO: Epoch 1: 19350/75000, ETA: 2:11:13, 7.07it/s, loss: 0.4699, loss_seg: 0.4699, _pixel_acc: 0.8545 [06/27 15:01:04] Vis4D INFO: Epoch 1: 19400/75000, ETA: 2:11:05, 7.07it/s, loss: 0.5303, loss_seg: 0.5303, _pixel_acc: 0.8377 [06/27 15:01:10] Vis4D INFO: Epoch 1: 19450/75000, ETA: 2:10:56, 7.07it/s, loss: 0.4914, loss_seg: 0.4914, _pixel_acc: 0.8516 [06/27 15:01:17] Vis4D INFO: Epoch 1: 19500/75000, ETA: 2:10:48, 7.07it/s, loss: 0.4461, loss_seg: 0.4461, _pixel_acc: 0.8629 [06/27 15:01:23] Vis4D INFO: Epoch 1: 19550/75000, ETA: 2:10:38, 7.07it/s, loss: 0.4866, loss_seg: 0.4866, _pixel_acc: 0.8518 [06/27 15:01:29] Vis4D INFO: Epoch 1: 19600/75000, ETA: 2:10:29, 7.08it/s, loss: 0.4841, loss_seg: 0.4841, _pixel_acc: 0.8524 [06/27 15:01:36] Vis4D INFO: Epoch 1: 19650/75000, ETA: 2:10:20, 7.08it/s, loss: 0.4929, loss_seg: 0.4929, _pixel_acc: 0.8485 [06/27 15:01:42] Vis4D INFO: Epoch 1: 19700/75000, ETA: 2:10:12, 7.08it/s, loss: 0.5492, loss_seg: 0.5492, _pixel_acc: 0.8371 [06/27 15:01:50] Vis4D INFO: Epoch 1: 19750/75000, ETA: 2:10:05, 7.08it/s, loss: 0.5271, loss_seg: 0.5271, _pixel_acc: 0.8389 [06/27 15:01:56] Vis4D INFO: Epoch 1: 19800/75000, ETA: 2:09:57, 7.08it/s, loss: 0.4667, loss_seg: 0.4667, _pixel_acc: 0.8548 [06/27 15:02:02] Vis4D INFO: Epoch 1: 19850/75000, ETA: 2:09:48, 7.08it/s, loss: 0.4687, loss_seg: 0.4687, _pixel_acc: 0.8546 [06/27 15:02:09] Vis4D INFO: Epoch 1: 19900/75000, ETA: 2:09:40, 7.08it/s, loss: 0.4876, loss_seg: 0.4876, _pixel_acc: 0.8515 [06/27 15:02:16] Vis4D INFO: Epoch 1: 19950/75000, ETA: 2:09:32, 7.08it/s, loss: 0.4573, loss_seg: 0.4573, _pixel_acc: 0.8563 [06/27 15:02:22] Vis4D INFO: Epoch 1: 20000/75000, ETA: 2:09:22, 7.08it/s, loss: 0.4644, loss_seg: 0.4644, _pixel_acc: 0.8586 [06/27 15:02:29] Vis4D INFO: Testing: 50/12500, ETA: 0:26:36, 7.80it/s [06/27 15:02:35] Vis4D INFO: Testing: 100/12500, ETA: 0:25:59, 7.95it/s [06/27 15:02:41] Vis4D INFO: Testing: 150/12500, ETA: 0:25:48, 7.97it/s [06/27 15:02:47] Vis4D INFO: Testing: 200/12500, ETA: 0:25:42, 7.98it/s [06/27 15:02:53] Vis4D INFO: Testing: 250/12500, ETA: 0:25:33, 7.99it/s [06/27 15:03:00] Vis4D INFO: Testing: 300/12500, ETA: 0:25:24, 8.00it/s [06/27 15:03:06] Vis4D INFO: Testing: 350/12500, ETA: 0:25:16, 8.01it/s [06/27 15:03:12] Vis4D INFO: Testing: 400/12500, ETA: 0:25:08, 8.02it/s [06/27 15:03:18] Vis4D INFO: Testing: 450/12500, ETA: 0:25:00, 8.03it/s [06/27 15:03:24] Vis4D INFO: Testing: 500/12500, ETA: 0:24:54, 8.03it/s [06/27 15:03:31] Vis4D INFO: Testing: 550/12500, ETA: 0:24:47, 8.03it/s [06/27 15:03:37] Vis4D INFO: Testing: 600/12500, ETA: 0:24:40, 8.04it/s [06/27 15:03:43] Vis4D INFO: Testing: 650/12500, ETA: 0:24:34, 8.04it/s [06/27 15:03:49] Vis4D INFO: Testing: 700/12500, ETA: 0:24:27, 8.04it/s [06/27 15:03:55] Vis4D INFO: Testing: 750/12500, ETA: 0:24:20, 8.04it/s [06/27 15:04:02] Vis4D INFO: Testing: 800/12500, ETA: 0:24:13, 8.05it/s [06/27 15:04:08] Vis4D INFO: Testing: 850/12500, ETA: 0:24:06, 8.05it/s [06/27 15:04:14] Vis4D INFO: Testing: 900/12500, ETA: 0:23:59, 8.06it/s [06/27 15:04:20] Vis4D INFO: Testing: 950/12500, ETA: 0:23:53, 8.06it/s [06/27 15:04:26] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:46, 8.06it/s [06/27 15:04:32] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:41, 8.06it/s [06/27 15:04:39] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:34, 8.06it/s [06/27 15:04:45] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:28, 8.06it/s [06/27 15:04:51] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:22, 8.05it/s [06/27 15:04:57] Vis4D INFO: Testing: 1250/12500, ETA: 0:23:15, 8.06it/s [06/27 15:05:03] Vis4D INFO: Testing: 1300/12500, ETA: 0:23:09, 8.06it/s [06/27 15:05:10] Vis4D INFO: Testing: 1350/12500, ETA: 0:23:03, 8.06it/s [06/27 15:05:16] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:57, 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Vis4D INFO: Testing: 2800/12500, ETA: 0:19:58, 8.09it/s [06/27 15:08:14] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:52, 8.09it/s [06/27 15:08:21] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:46, 8.09it/s [06/27 15:08:27] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:40, 8.09it/s [06/27 15:08:33] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:34, 8.09it/s [06/27 15:08:39] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:27, 8.09it/s [06/27 15:08:45] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:21, 8.10it/s [06/27 15:08:51] Vis4D INFO: Testing: 3150/12500, ETA: 0:19:14, 8.10it/s [06/27 15:08:57] Vis4D INFO: Testing: 3200/12500, ETA: 0:19:08, 8.10it/s [06/27 15:09:03] Vis4D INFO: Testing: 3250/12500, ETA: 0:19:02, 8.10it/s [06/27 15:09:10] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:55, 8.10it/s [06/27 15:09:16] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:49, 8.10it/s [06/27 15:09:22] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:43, 8.10it/s [06/27 15:09:28] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:37, 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Vis4D INFO: Testing: 4850/12500, ETA: 0:15:44, 8.10it/s [06/27 15:12:27] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:37, 8.10it/s [06/27 15:12:33] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:31, 8.10it/s [06/27 15:12:39] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:25, 8.10it/s [06/27 15:12:45] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:19, 8.10it/s [06/27 15:12:51] Vis4D INFO: Testing: 5100/12500, ETA: 0:15:13, 8.10it/s [06/27 15:12:58] Vis4D INFO: Testing: 5150/12500, ETA: 0:15:06, 8.10it/s [06/27 15:13:04] Vis4D INFO: Testing: 5200/12500, ETA: 0:15:00, 8.10it/s [06/27 15:13:10] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:54, 8.10it/s [06/27 15:13:16] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:48, 8.10it/s [06/27 15:13:22] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:42, 8.10it/s [06/27 15:13:28] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:36, 8.10it/s [06/27 15:13:35] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:30, 8.10it/s [06/27 15:13:41] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:23, 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Vis4D INFO: Testing: 6900/12500, ETA: 0:11:31, 8.10it/s [06/27 15:16:40] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:24, 8.10it/s [06/27 15:16:46] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:18, 8.10it/s [06/27 15:16:52] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:12, 8.10it/s [06/27 15:16:58] Vis4D INFO: Testing: 7100/12500, ETA: 0:11:06, 8.10it/s [06/27 15:17:05] Vis4D INFO: Testing: 7150/12500, ETA: 0:11:00, 8.10it/s [06/27 15:17:11] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:54, 8.10it/s [06/27 15:17:17] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:48, 8.10it/s [06/27 15:17:23] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:41, 8.10it/s [06/27 15:17:29] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:35, 8.10it/s [06/27 15:17:36] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:29, 8.10it/s [06/27 15:17:42] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:23, 8.10it/s [06/27 15:17:48] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:17, 8.10it/s [06/27 15:17:54] Vis4D INFO: Testing: 7550/12500, ETA: 0:10:10, 8.10it/s [06/27 15:18:00] Vis4D INFO: Testing: 7600/12500, ETA: 0:10:04, 8.10it/s [06/27 15:18:06] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:58, 8.10it/s [06/27 15:18:12] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:52, 8.10it/s [06/27 15:18:19] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:46, 8.10it/s [06/27 15:18:25] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:40, 8.10it/s [06/27 15:18:31] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:33, 8.10it/s [06/27 15:18:37] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:27, 8.10it/s [06/27 15:18:43] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:21, 8.10it/s [06/27 15:18:50] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:15, 8.10it/s [06/27 15:18:56] Vis4D INFO: Testing: 8050/12500, ETA: 0:09:09, 8.10it/s [06/27 15:19:02] Vis4D INFO: Testing: 8100/12500, ETA: 0:09:02, 8.10it/s [06/27 15:19:08] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:56, 8.10it/s [06/27 15:19:14] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:50, 8.10it/s [06/27 15:19:20] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 8950/12500, ETA: 0:07:17, 8.11it/s [06/27 15:20:51] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:11, 8.11it/s [06/27 15:20:57] Vis4D INFO: Testing: 9050/12500, ETA: 0:07:05, 8.12it/s [06/27 15:21:03] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:58, 8.12it/s [06/27 15:21:09] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:52, 8.12it/s [06/27 15:21:15] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:46, 8.12it/s [06/27 15:21:20] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:39, 8.13it/s [06/27 15:21:26] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:33, 8.13it/s [06/27 15:21:32] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:27, 8.13it/s [06/27 15:21:38] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:21, 8.13it/s [06/27 15:21:44] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:14, 8.14it/s [06/27 15:21:50] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:08, 8.14it/s [06/27 15:21:55] Vis4D INFO: Testing: 9550/12500, ETA: 0:06:02, 8.14it/s [06/27 15:22:01] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:56, 8.14it/s [06/27 15:22:07] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:49, 8.14it/s [06/27 15:22:13] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:43, 8.14it/s [06/27 15:22:19] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:37, 8.15it/s [06/27 15:22:25] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:31, 8.15it/s [06/27 15:22:31] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:25, 8.15it/s [06/27 15:22:37] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:18, 8.15it/s [06/27 15:22:42] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:12, 8.15it/s [06/27 15:22:48] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:06, 8.16it/s [06/27 15:22:54] Vis4D INFO: Testing: 10050/12500, ETA: 0:05:00, 8.16it/s [06/27 15:23:00] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:54, 8.16it/s [06/27 15:23:06] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:47, 8.16it/s [06/27 15:23:12] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:41, 8.16it/s [06/27 15:23:17] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:35, 8.17it/s [06/27 15:23:23] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:29, 8.17it/s [06/27 15:23:29] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:23, 8.17it/s [06/27 15:23:35] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:17, 8.17it/s [06/27 15:23:41] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:10, 8.17it/s [06/27 15:23:47] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:04, 8.17it/s [06/27 15:23:53] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:58, 8.18it/s [06/27 15:23:58] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:52, 8.18it/s [06/27 15:24:04] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:46, 8.18it/s [06/27 15:24:10] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:40, 8.18it/s [06/27 15:24:16] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:33, 8.18it/s [06/27 15:24:22] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:27, 8.18it/s [06/27 15:24:28] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:21, 8.18it/s [06/27 15:24:34] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:15, 8.19it/s [06/27 15:24:40] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:09, 8.19it/s [06/27 15:24:45] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:03, 8.19it/s [06/27 15:24:51] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:57, 8.19it/s [06/27 15:24:57] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:50, 8.19it/s [06/27 15:25:03] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:44, 8.19it/s [06/27 15:25:09] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:38, 8.19it/s [06/27 15:25:15] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:32, 8.20it/s [06/27 15:25:20] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:26, 8.20it/s [06/27 15:25:26] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:20, 8.20it/s [06/27 15:25:32] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:14, 8.20it/s [06/27 15:25:38] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:08, 8.20it/s [06/27 15:25:44] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:01, 8.20it/s [06/27 15:25:50] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:55, 8.21it/s [06/27 15:25:55] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:49, 8.21it/s [06/27 15:26:01] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:43, 8.21it/s [06/27 15:26:07] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:37, 8.21it/s [06/27 15:26:13] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:31, 8.21it/s [06/27 15:26:19] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:25, 8.21it/s [06/27 15:26:25] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:19, 8.21it/s [06/27 15:26:31] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:13, 8.22it/s [06/27 15:26:36] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:06, 8.22it/s [06/27 15:26:42] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:00, 8.22it/s [06/27 15:26:48] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:54, 8.22it/s [06/27 15:26:54] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:48, 8.22it/s [06/27 15:27:00] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:42, 8.22it/s [06/27 15:27:06] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.22it/s [06/27 15:27:12] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.22it/s [06/27 15:27:17] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.23it/s [06/27 15:27:23] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.23it/s [06/27 15:27:29] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.23it/s [06/27 15:27:35] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.23it/s [06/27 15:27:41] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.23it/s [06/27 15:27:41] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 15:27:41] Vis4D INFO: mIoU: 49.3345 [06/27 15:27:41] Vis4D INFO: Showing evaluation results for mIoU [06/27 15:27:41] Vis4D INFO: mIoU: 49.334% unlabeled: (nan%), building: (65.535%), fence: (23.361%), other: (nan%), pedestrian: (31.683%), pole: (24.234%), road line: (62.131%), road: (84.994%), sidewalk: (74.928%), vegetation: (50.206%), vehicle: (62.979%), wall: (51.265%), traffic sign: (10.729%), sky: (79.705%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (23.122%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (45.810%) [06/27 15:27:41] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 15:27:41] Vis4D INFO: +-----------+-----------+------------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+-----------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+------------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+-----------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.813059515144304 | 0.03194068535586804 | inf | 0.04253927004314184 | 0.038737332171851116 | 0.0017036524011963994 | 0.005810364407957858 | 0.01055568834086056 | 0.06220883106308051 | 0.03134660936851613 | 0.09360558738263614 | 0.02000842913928741 | 0.021118686014467942 | nan | inf | inf | inf | 0.016885771962444576 | inf | nan | nan | 0.02451745624800675 | | Class_2 | nan | 0.01402330657534002 | 0.3016054662062684 | inf | 0.012589500318307705 | 0.01673027212642375 | 0.00014665650236394935 | 0.0014119874524075881 | 0.009853455497482507 | 0.008949545509277271 | 0.00474358150688113 | 0.02276302944059759 | 0.00045625805247070564 | 0.00040520501457270004 | nan | inf | inf | inf | 0.0005188876207443699 | inf | inf | nan | 0.005903366339529586 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.005052420212167115 | 0.005898029933661038 | inf | 0.3989866267926663 | 0.0035303147239883793 | 0.00010402889209406564 | 0.0007126408007136023 | 0.004057061842676799 | 0.002007618670675516 | 0.00873868097426421 | 0.00198755058340339 | 0.001804508491259573 | 6.862763311506399e-06 | nan | inf | inf | inf | 0.00044439879550801665 | inf | nan | nan | 0.000701739464045401 | | Class_5 | nan | 0.024818493723883527 | 0.01941353696894946 | inf | 0.0202461088687506 | 0.27737666568573666 | 0.0028834296311280897 | 0.0006132511986673253 | 0.008095785815732785 | 0.009930981549835342 | 0.004475920354786763 | 0.006239955408207526 | 0.004516728203501937 | 0.0037592003199812623 | inf | inf | inf | inf | 0.00965997195150163 | inf | nan | nan | 0.004319522557127662 | | Class_6 | nan | 5.4585539531552105e-05 | 0.000333112802629772 | inf | 0.0009200512764936779 | 8.849709192553998e-05 | 0.6816998884814234 | 0.009849011013680903 | 0.004107019836902937 | 0.00017842735394514773 | 0.00212830621375997 | 0.00030398862301223847 | 4.11847196453172e-06 | 2.106517641650328e-06 | inf | inf | inf | inf | 4.6113958303536206e-05 | inf | nan | nan | 0.0009786364810092944 | | Class_7 | nan | 0.0015958536153178726 | 0.00816398306299677 | inf | 0.020258668560396105 | 0.002116629948617193 | 0.07932712462036662 | 0.967695439591388 | 0.07451083587531604 | 0.00930142206261461 | 0.06867380914381911 | 0.012671294336064712 | 1.4620575474087604e-05 | 0.0005974014186192508 | inf | inf | inf | inf | 7.564071428639994e-06 | inf | nan | nan | 0.003416700682929384 | | Class_8 | nan | 0.005850338923156263 | 0.014511570145455732 | inf | 0.013237408044141575 | 0.005335315768823709 | 0.006178449224072214 | 0.013148297544421591 | 0.8731767224145353 | 0.002458590193047204 | 0.017190583049951046 | 0.01475311766881639 | 1.2286774694186297e-05 | 1.9962321401551775e-05 | inf | inf | inf | inf | 8.44718636700913e-07 | inf | nan | nan | 0.003792273057977955 | | Class_9 | nan | 0.06661826585422685 | 0.07348443545769524 | inf | 0.031064616622509825 | 0.02857572850337509 | 0.000585682733146991 | 0.03159453382430988 | 0.009501139419484099 | 0.6930009360673776 | 0.03447549814755925 | 0.034549963652771916 | 0.005437275328774185 | 0.025812462783338742 | nan | inf | inf | inf | 0.01199055067015945 | inf | inf | nan | 0.07425251332145016 | | Class_10 | nan | 0.01929616966341302 | 0.012091726100950313 | inf | 0.0937557408151615 | 0.005309749143606782 | 0.00385320953120298 | 0.02332383847060495 | 0.008053955390579386 | 0.002890009884139967 | 0.7825835865150912 | 0.02698392592610924 | 0.048536054819607495 | 0.00013824190767777752 | inf | inf | inf | inf | 0.001832156326702612 | inf | nan | nan | 0.00285638656513424 | | Class_11 | nan | 0.02397539780365709 | 0.0562136884042928 | inf | 0.010109170335285848 | 0.003341842288963648 | 0.0005001413501315181 | 0.0014584920378797668 | 0.008840177583756591 | 0.0075917722664523915 | 0.006733742800875528 | 0.6533843930890805 | 0.0007240273713646762 | 0.00027380943596458824 | inf | inf | inf | inf | 1.0175019942079179e-05 | inf | nan | nan | 0.004260710847011894 | | Class_12 | nan | 0.0029774608833311946 | 0.0008329352544494964 | inf | 0.002506780110634534 | 0.00102120046469172 | 3.66994542916917e-05 | 4.179511972636329e-05 | 1.3235326485604242e-05 | 0.0006432733080099897 | 0.000628460426612199 | 0.00029787111118003085 | 0.1172378644075475 | 2.1721959152921984e-05 | nan | inf | inf | inf | 0.0026812521417937025 | inf | inf | nan | 0.0004447764004205893 | | Class_13 | nan | 0.04460248516584194 | 0.009613503630625457 | inf | 0.0030101690031347395 | 0.027411115039772813 | 0.000921086351894067 | 0.0404642729739905 | 9.054742129730948e-05 | 0.20834416094027064 | 0.04722783149997198 | 0.01731290661571771 | 0.003151935235655534 | 0.8430039083843514 | inf | inf | inf | inf | 0.013446730410926819 | inf | nan | nan | 0.0063133757022805865 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.003458449072575074 | 0.0011813668348653243 | inf | 0.0008012094716905755 | 0.005833597658814128 | 0.00011563790314551914 | 6.831144873467048e-05 | 6.815805793745994e-07 | 0.0014618079764888137 | 0.0005167529564050604 | 9.262039048226863e-05 | 0.00712523106343751 | 0.00031401448801909843 | nan | inf | inf | inf | 0.24458613106385593 | inf | nan | nan | 0.0002949156158161401 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.028333901764329525 | 0.0573884445465082 | inf | 0.00825941038064978 | 0.006537396400640562 | 0.0008353647925050021 | 0.010049325515951195 | 0.02767175884977707 | 0.06433849756789278 | 0.015733677478670785 | 0.04295024583732141 | 0.0009737440548141162 | 0.005188244954938377 | inf | inf | inf | inf | 0.0002987232269787774 | inf | nan | nan | 0.5185970369719481 | +-----------+-----------+------------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+-----------------------+ [06/27 15:27:50] Vis4D INFO: Epoch 1: 20050/75000, ETA: 1:09:47, 13.12it/s, loss: 0.4244, loss_seg: 0.4244, _pixel_acc: 0.8691 [06/27 15:28:00] Vis4D INFO: Epoch 1: 20100/75000, ETA: 1:10:00, 13.07it/s, loss: 0.4836, loss_seg: 0.4836, _pixel_acc: 0.8485 [06/27 15:28:09] Vis4D INFO: Epoch 1: 20150/75000, ETA: 1:10:11, 13.02it/s, loss: 0.4641, loss_seg: 0.4641, _pixel_acc: 0.8539 [06/27 15:28:19] Vis4D INFO: Epoch 1: 20200/75000, ETA: 1:10:23, 12.97it/s, loss: 0.4931, loss_seg: 0.4931, _pixel_acc: 0.8448 [06/27 15:28:28] Vis4D INFO: Epoch 1: 20250/75000, ETA: 1:10:34, 12.93it/s, loss: 0.5281, loss_seg: 0.5281, _pixel_acc: 0.8383 [06/27 15:28:37] Vis4D INFO: Epoch 1: 20300/75000, ETA: 1:10:44, 12.89it/s, loss: 0.5054, loss_seg: 0.5054, _pixel_acc: 0.8423 [06/27 15:28:46] Vis4D INFO: Epoch 1: 20350/75000, ETA: 1:10:53, 12.85it/s, loss: 0.4824, loss_seg: 0.4824, _pixel_acc: 0.8487 [06/27 15:28:54] Vis4D INFO: Epoch 1: 20400/75000, ETA: 1:11:00, 12.81it/s, loss: 0.5036, loss_seg: 0.5036, _pixel_acc: 0.8466 [06/27 15:29:02] Vis4D INFO: Epoch 1: 20450/75000, ETA: 1:11:08, 12.78it/s, loss: 0.4944, loss_seg: 0.4944, _pixel_acc: 0.8446 [06/27 15:29:11] Vis4D INFO: Epoch 1: 20500/75000, ETA: 1:11:17, 12.74it/s, loss: 0.5499, loss_seg: 0.5499, _pixel_acc: 0.8378 [06/27 15:29:20] Vis4D INFO: Epoch 1: 20550/75000, ETA: 1:11:25, 12.71it/s, loss: 0.5189, loss_seg: 0.5189, _pixel_acc: 0.8392 [06/27 15:29:28] Vis4D INFO: Epoch 1: 20600/75000, ETA: 1:11:34, 12.67it/s, loss: 0.4535, loss_seg: 0.4535, _pixel_acc: 0.8610 [06/27 15:29:37] Vis4D INFO: Epoch 1: 20650/75000, ETA: 1:11:41, 12.63it/s, loss: 0.4524, loss_seg: 0.4524, _pixel_acc: 0.8614 [06/27 15:29:45] Vis4D INFO: Epoch 1: 20700/75000, ETA: 1:11:49, 12.60it/s, loss: 0.4817, loss_seg: 0.4817, _pixel_acc: 0.8498 [06/27 15:29:54] Vis4D INFO: Epoch 1: 20750/75000, ETA: 1:11:57, 12.56it/s, loss: 0.5677, loss_seg: 0.5677, _pixel_acc: 0.8308 [06/27 15:30:02] Vis4D INFO: Epoch 1: 20800/75000, ETA: 1:12:06, 12.53it/s, loss: 0.4996, loss_seg: 0.4996, _pixel_acc: 0.8484 [06/27 15:30:11] Vis4D INFO: Epoch 1: 20850/75000, ETA: 1:12:12, 12.50it/s, loss: 0.4917, loss_seg: 0.4917, _pixel_acc: 0.8474 [06/27 15:30:19] Vis4D INFO: Epoch 1: 20900/75000, ETA: 1:12:20, 12.46it/s, loss: 0.4890, loss_seg: 0.4890, _pixel_acc: 0.8467 [06/27 15:30:27] Vis4D INFO: Epoch 1: 20950/75000, ETA: 1:12:26, 12.44it/s, loss: 0.4879, loss_seg: 0.4879, _pixel_acc: 0.8485 [06/27 15:30:35] Vis4D INFO: Epoch 1: 21000/75000, ETA: 1:12:32, 12.41it/s, loss: 0.4528, loss_seg: 0.4528, _pixel_acc: 0.8602 [06/27 15:30:43] Vis4D INFO: Epoch 1: 21050/75000, ETA: 1:12:39, 12.38it/s, loss: 0.4234, loss_seg: 0.4234, _pixel_acc: 0.8687 [06/27 15:30:51] Vis4D INFO: Epoch 1: 21100/75000, ETA: 1:12:45, 12.35it/s, loss: 0.4546, loss_seg: 0.4546, _pixel_acc: 0.8624 [06/27 15:30:59] Vis4D INFO: Epoch 1: 21150/75000, ETA: 1:12:52, 12.32it/s, loss: 0.4245, loss_seg: 0.4245, _pixel_acc: 0.8707 [06/27 15:31:07] Vis4D INFO: Epoch 1: 21200/75000, ETA: 1:12:57, 12.29it/s, loss: 0.4941, loss_seg: 0.4941, _pixel_acc: 0.8516 [06/27 15:31:15] Vis4D INFO: Epoch 1: 21250/75000, ETA: 1:13:04, 12.26it/s, loss: 0.4260, loss_seg: 0.4260, _pixel_acc: 0.8689 [06/27 15:31:23] Vis4D INFO: Epoch 1: 21300/75000, ETA: 1:13:08, 12.24it/s, loss: 0.4394, loss_seg: 0.4394, _pixel_acc: 0.8632 [06/27 15:31:30] Vis4D INFO: Epoch 1: 21350/75000, ETA: 1:13:13, 12.21it/s, loss: 0.4200, loss_seg: 0.4200, _pixel_acc: 0.8701 [06/27 15:31:39] Vis4D INFO: Epoch 1: 21400/75000, ETA: 1:13:19, 12.18it/s, loss: 0.4426, loss_seg: 0.4426, _pixel_acc: 0.8639 [06/27 15:31:47] Vis4D INFO: Epoch 1: 21450/75000, ETA: 1:13:24, 12.16it/s, loss: 0.4374, loss_seg: 0.4374, _pixel_acc: 0.8652 [06/27 15:31:54] Vis4D INFO: Epoch 1: 21500/75000, ETA: 1:13:29, 12.13it/s, loss: 0.5213, loss_seg: 0.5213, _pixel_acc: 0.8384 [06/27 15:32:02] Vis4D INFO: Epoch 1: 21550/75000, ETA: 1:13:35, 12.11it/s, loss: 0.4999, loss_seg: 0.4999, _pixel_acc: 0.8442 [06/27 15:32:10] Vis4D INFO: Epoch 1: 21600/75000, ETA: 1:13:39, 12.08it/s, loss: 0.4483, loss_seg: 0.4483, _pixel_acc: 0.8605 [06/27 15:32:17] Vis4D INFO: Epoch 1: 21650/75000, ETA: 1:13:43, 12.06it/s, loss: 0.4446, loss_seg: 0.4446, _pixel_acc: 0.8608 [06/27 15:32:25] Vis4D INFO: Epoch 1: 21700/75000, ETA: 1:13:47, 12.04it/s, loss: 0.5049, loss_seg: 0.5049, _pixel_acc: 0.8423 [06/27 15:32:33] Vis4D INFO: Epoch 1: 21750/75000, ETA: 1:13:53, 12.01it/s, loss: 0.4733, loss_seg: 0.4733, _pixel_acc: 0.8535 [06/27 15:32:40] Vis4D INFO: Epoch 1: 21800/75000, ETA: 1:13:55, 11.99it/s, loss: 0.4536, loss_seg: 0.4536, _pixel_acc: 0.8579 [06/27 15:32:48] Vis4D INFO: Epoch 1: 21850/75000, ETA: 1:14:01, 11.97it/s, loss: 0.4388, loss_seg: 0.4388, _pixel_acc: 0.8609 [06/27 15:32:56] Vis4D INFO: Epoch 1: 21900/75000, ETA: 1:14:05, 11.95it/s, loss: 0.4435, loss_seg: 0.4435, _pixel_acc: 0.8648 [06/27 15:33:03] Vis4D INFO: Epoch 1: 21950/75000, ETA: 1:14:08, 11.92it/s, loss: 0.4787, loss_seg: 0.4787, _pixel_acc: 0.8513 [06/27 15:33:10] Vis4D INFO: Epoch 1: 22000/75000, ETA: 1:14:11, 11.91it/s, loss: 0.4439, loss_seg: 0.4439, _pixel_acc: 0.8601 [06/27 15:33:17] Vis4D INFO: Epoch 1: 22050/75000, ETA: 1:14:14, 11.89it/s, loss: 0.4187, loss_seg: 0.4187, _pixel_acc: 0.8719 [06/27 15:33:25] Vis4D INFO: Epoch 1: 22100/75000, ETA: 1:14:18, 11.87it/s, loss: 0.4606, loss_seg: 0.4606, _pixel_acc: 0.8618 [06/27 15:33:32] Vis4D INFO: Epoch 1: 22150/75000, ETA: 1:14:21, 11.85it/s, loss: 0.4220, loss_seg: 0.4220, _pixel_acc: 0.8713 [06/27 15:33:39] Vis4D INFO: Epoch 1: 22200/75000, ETA: 1:14:24, 11.83it/s, loss: 0.4510, loss_seg: 0.4510, _pixel_acc: 0.8637 [06/27 15:33:47] Vis4D INFO: Epoch 1: 22250/75000, ETA: 1:14:28, 11.81it/s, loss: 0.4442, loss_seg: 0.4442, _pixel_acc: 0.8639 [06/27 15:33:54] Vis4D INFO: Epoch 1: 22300/75000, ETA: 1:14:30, 11.79it/s, loss: 0.4133, loss_seg: 0.4133, _pixel_acc: 0.8709 [06/27 15:34:00] Vis4D INFO: Epoch 1: 22350/75000, ETA: 1:14:31, 11.77it/s, loss: 0.4637, loss_seg: 0.4637, _pixel_acc: 0.8593 [06/27 15:34:07] Vis4D INFO: Epoch 1: 22400/75000, ETA: 1:14:33, 11.76it/s, loss: 0.4577, loss_seg: 0.4577, _pixel_acc: 0.8615 [06/27 15:34:14] Vis4D INFO: Epoch 1: 22450/75000, ETA: 1:14:35, 11.74it/s, loss: 0.4218, loss_seg: 0.4218, _pixel_acc: 0.8662 [06/27 15:34:21] Vis4D INFO: Epoch 1: 22500/75000, ETA: 1:14:37, 11.73it/s, loss: 0.3937, loss_seg: 0.3937, _pixel_acc: 0.8770 [06/27 15:34:28] Vis4D INFO: Epoch 1: 22550/75000, ETA: 1:14:40, 11.71it/s, loss: 0.4508, loss_seg: 0.4508, _pixel_acc: 0.8629 [06/27 15:34:36] Vis4D INFO: Epoch 1: 22600/75000, ETA: 1:14:42, 11.69it/s, loss: 0.4855, loss_seg: 0.4855, _pixel_acc: 0.8496 [06/27 15:34:43] Vis4D INFO: Epoch 1: 22650/75000, ETA: 1:14:45, 11.67it/s, loss: 0.4462, loss_seg: 0.4462, _pixel_acc: 0.8648 [06/27 15:34:50] Vis4D INFO: Epoch 1: 22700/75000, ETA: 1:14:47, 11.65it/s, loss: 0.4241, loss_seg: 0.4241, _pixel_acc: 0.8690 [06/27 15:34:57] Vis4D INFO: Epoch 1: 22750/75000, ETA: 1:14:50, 11.64it/s, loss: 0.4178, loss_seg: 0.4178, _pixel_acc: 0.8686 [06/27 15:35:05] Vis4D INFO: Epoch 1: 22800/75000, ETA: 1:14:53, 11.62it/s, loss: 0.4210, loss_seg: 0.4210, _pixel_acc: 0.8699 [06/27 15:35:13] Vis4D INFO: Epoch 1: 22850/75000, ETA: 1:14:57, 11.59it/s, loss: 0.3978, loss_seg: 0.3978, _pixel_acc: 0.8770 [06/27 15:35:20] Vis4D INFO: Epoch 1: 22900/75000, ETA: 1:15:00, 11.58it/s, loss: 0.4155, loss_seg: 0.4155, _pixel_acc: 0.8706 [06/27 15:35:28] Vis4D INFO: Epoch 1: 22950/75000, ETA: 1:15:03, 11.56it/s, loss: 0.4098, loss_seg: 0.4098, _pixel_acc: 0.8766 [06/27 15:35:34] Vis4D INFO: Epoch 1: 23000/75000, ETA: 1:15:04, 11.54it/s, loss: 0.4823, loss_seg: 0.4823, _pixel_acc: 0.8564 [06/27 15:35:42] Vis4D INFO: Epoch 1: 23050/75000, ETA: 1:15:06, 11.53it/s, loss: 0.4680, loss_seg: 0.4680, _pixel_acc: 0.8572 [06/27 15:35:49] Vis4D INFO: Epoch 1: 23100/75000, ETA: 1:15:09, 11.51it/s, loss: 0.4191, loss_seg: 0.4191, _pixel_acc: 0.8705 [06/27 15:35:57] Vis4D INFO: Epoch 1: 23150/75000, ETA: 1:15:12, 11.49it/s, loss: 0.4303, loss_seg: 0.4303, _pixel_acc: 0.8680 [06/27 15:36:04] Vis4D INFO: Epoch 1: 23200/75000, ETA: 1:15:14, 11.47it/s, loss: 0.4405, loss_seg: 0.4405, _pixel_acc: 0.8640 [06/27 15:36:11] Vis4D INFO: Epoch 1: 23250/75000, ETA: 1:15:16, 11.46it/s, loss: 0.4827, loss_seg: 0.4827, _pixel_acc: 0.8585 [06/27 15:36:18] Vis4D INFO: Epoch 1: 23300/75000, ETA: 1:15:17, 11.44it/s, loss: 0.4662, loss_seg: 0.4662, _pixel_acc: 0.8602 [06/27 15:36:25] Vis4D INFO: Epoch 1: 23350/75000, ETA: 1:15:18, 11.43it/s, loss: 0.4509, loss_seg: 0.4509, _pixel_acc: 0.8649 [06/27 15:36:31] Vis4D INFO: Epoch 1: 23400/75000, ETA: 1:15:18, 11.42it/s, loss: 0.3697, loss_seg: 0.3697, _pixel_acc: 0.8837 [06/27 15:36:39] Vis4D INFO: Epoch 1: 23450/75000, ETA: 1:15:20, 11.40it/s, loss: 0.4026, loss_seg: 0.4026, _pixel_acc: 0.8756 [06/27 15:36:46] Vis4D INFO: Epoch 1: 23500/75000, ETA: 1:15:22, 11.39it/s, loss: 0.3700, loss_seg: 0.3700, _pixel_acc: 0.8867 [06/27 15:36:52] Vis4D INFO: Epoch 1: 23550/75000, ETA: 1:15:22, 11.38it/s, loss: 0.3876, loss_seg: 0.3876, _pixel_acc: 0.8826 [06/27 15:37:00] Vis4D INFO: Epoch 1: 23600/75000, ETA: 1:15:25, 11.36it/s, loss: 0.3972, loss_seg: 0.3972, _pixel_acc: 0.8770 [06/27 15:37:07] Vis4D INFO: Epoch 1: 23650/75000, ETA: 1:15:27, 11.34it/s, loss: 0.4386, loss_seg: 0.4386, _pixel_acc: 0.8624 [06/27 15:37:14] Vis4D INFO: Epoch 1: 23700/75000, ETA: 1:15:28, 11.33it/s, loss: 0.4026, loss_seg: 0.4026, _pixel_acc: 0.8740 [06/27 15:37:22] Vis4D INFO: Epoch 1: 23750/75000, ETA: 1:15:30, 11.31it/s, loss: 0.4397, loss_seg: 0.4397, _pixel_acc: 0.8643 [06/27 15:37:28] Vis4D INFO: Epoch 1: 23800/75000, ETA: 1:15:30, 11.30it/s, loss: 0.4084, loss_seg: 0.4084, _pixel_acc: 0.8730 [06/27 15:37:35] Vis4D INFO: Epoch 1: 23850/75000, ETA: 1:15:30, 11.29it/s, loss: 0.4129, loss_seg: 0.4129, _pixel_acc: 0.8722 [06/27 15:37:41] Vis4D INFO: Epoch 1: 23900/75000, ETA: 1:15:31, 11.28it/s, loss: 0.4356, loss_seg: 0.4356, _pixel_acc: 0.8652 [06/27 15:37:48] Vis4D INFO: Epoch 1: 23950/75000, ETA: 1:15:31, 11.26it/s, loss: 0.4084, loss_seg: 0.4084, _pixel_acc: 0.8724 [06/27 15:37:55] Vis4D INFO: Epoch 1: 24000/75000, ETA: 1:15:31, 11.25it/s, loss: 0.4251, loss_seg: 0.4251, _pixel_acc: 0.8657 [06/27 15:38:02] Vis4D INFO: Epoch 1: 24050/75000, ETA: 1:15:32, 11.24it/s, loss: 0.4086, loss_seg: 0.4086, _pixel_acc: 0.8750 [06/27 15:38:08] Vis4D INFO: Epoch 1: 24100/75000, ETA: 1:15:32, 11.23it/s, loss: 0.4806, loss_seg: 0.4806, _pixel_acc: 0.8517 [06/27 15:38:15] Vis4D INFO: Epoch 1: 24150/75000, ETA: 1:15:33, 11.22it/s, loss: 0.4241, loss_seg: 0.4241, _pixel_acc: 0.8734 [06/27 15:38:22] Vis4D INFO: Epoch 1: 24200/75000, ETA: 1:15:34, 11.20it/s, loss: 0.3935, loss_seg: 0.3935, _pixel_acc: 0.8802 [06/27 15:38:29] Vis4D INFO: Epoch 1: 24250/75000, ETA: 1:15:34, 11.19it/s, loss: 0.4343, loss_seg: 0.4343, _pixel_acc: 0.8680 [06/27 15:38:35] Vis4D INFO: Epoch 1: 24300/75000, ETA: 1:15:33, 11.18it/s, loss: 0.4241, loss_seg: 0.4241, _pixel_acc: 0.8667 [06/27 15:38:42] Vis4D INFO: Epoch 1: 24350/75000, ETA: 1:15:34, 11.17it/s, loss: 0.4323, loss_seg: 0.4323, _pixel_acc: 0.8644 [06/27 15:38:49] Vis4D INFO: Epoch 1: 24400/75000, ETA: 1:15:34, 11.16it/s, loss: 0.3853, loss_seg: 0.3853, _pixel_acc: 0.8805 [06/27 15:38:56] Vis4D INFO: Epoch 1: 24450/75000, ETA: 1:15:35, 11.15it/s, loss: 0.3802, loss_seg: 0.3802, _pixel_acc: 0.8794 [06/27 15:39:03] Vis4D INFO: Epoch 1: 24500/75000, ETA: 1:15:35, 11.13it/s, loss: 0.3931, loss_seg: 0.3931, _pixel_acc: 0.8797 [06/27 15:39:09] Vis4D INFO: Epoch 1: 24550/75000, ETA: 1:15:35, 11.12it/s, loss: 0.4370, loss_seg: 0.4370, _pixel_acc: 0.8612 [06/27 15:39:16] Vis4D INFO: Epoch 1: 24600/75000, ETA: 1:15:35, 11.11it/s, loss: 0.4328, loss_seg: 0.4328, _pixel_acc: 0.8643 [06/27 15:39:23] Vis4D INFO: Epoch 1: 24650/75000, ETA: 1:15:37, 11.10it/s, loss: 0.4273, loss_seg: 0.4273, _pixel_acc: 0.8664 [06/27 15:39:30] Vis4D INFO: Epoch 1: 24700/75000, ETA: 1:15:37, 11.09it/s, loss: 0.4263, loss_seg: 0.4263, _pixel_acc: 0.8660 [06/27 15:39:37] Vis4D INFO: Epoch 1: 24750/75000, ETA: 1:15:37, 11.07it/s, loss: 0.4326, loss_seg: 0.4326, _pixel_acc: 0.8665 [06/27 15:39:44] Vis4D INFO: Epoch 1: 24800/75000, ETA: 1:15:37, 11.06it/s, loss: 0.4107, loss_seg: 0.4107, _pixel_acc: 0.8736 [06/27 15:39:50] Vis4D INFO: Epoch 1: 24850/75000, ETA: 1:15:36, 11.05it/s, loss: 0.3968, loss_seg: 0.3968, _pixel_acc: 0.8776 [06/27 15:39:57] Vis4D INFO: Epoch 1: 24900/75000, ETA: 1:15:35, 11.05it/s, loss: 0.3894, loss_seg: 0.3894, _pixel_acc: 0.8797 [06/27 15:40:03] Vis4D INFO: Epoch 1: 24950/75000, ETA: 1:15:35, 11.03it/s, loss: 0.4021, loss_seg: 0.4021, _pixel_acc: 0.8760 [06/27 15:40:10] Vis4D INFO: Epoch 1: 25000/75000, ETA: 1:15:34, 11.03it/s, loss: 0.4133, loss_seg: 0.4133, _pixel_acc: 0.8739 [06/27 15:40:16] Vis4D INFO: Epoch 1: 25050/75000, ETA: 1:15:34, 11.01it/s, loss: 0.4066, loss_seg: 0.4066, _pixel_acc: 0.8746 [06/27 15:40:24] Vis4D INFO: Epoch 1: 25100/75000, ETA: 1:15:35, 11.00it/s, loss: 0.4560, loss_seg: 0.4560, _pixel_acc: 0.8596 [06/27 15:40:30] Vis4D INFO: Epoch 1: 25150/75000, ETA: 1:15:34, 10.99it/s, loss: 0.4632, loss_seg: 0.4632, _pixel_acc: 0.8593 [06/27 15:40:37] Vis4D INFO: Epoch 1: 25200/75000, ETA: 1:15:34, 10.98it/s, loss: 0.4304, loss_seg: 0.4304, _pixel_acc: 0.8717 [06/27 15:40:43] Vis4D INFO: Epoch 1: 25250/75000, ETA: 1:15:32, 10.98it/s, loss: 0.4239, loss_seg: 0.4239, _pixel_acc: 0.8706 [06/27 15:40:49] Vis4D INFO: Epoch 1: 25300/75000, ETA: 1:15:32, 10.97it/s, loss: 0.4149, loss_seg: 0.4149, _pixel_acc: 0.8726 [06/27 15:40:56] Vis4D INFO: Epoch 1: 25350/75000, ETA: 1:15:31, 10.96it/s, loss: 0.4111, loss_seg: 0.4111, _pixel_acc: 0.8743 [06/27 15:41:02] Vis4D INFO: Epoch 1: 25400/75000, ETA: 1:15:30, 10.95it/s, loss: 0.4255, loss_seg: 0.4255, _pixel_acc: 0.8671 [06/27 15:41:09] Vis4D INFO: Epoch 1: 25450/75000, ETA: 1:15:29, 10.94it/s, loss: 0.4321, loss_seg: 0.4321, _pixel_acc: 0.8651 [06/27 15:41:15] Vis4D INFO: Epoch 1: 25500/75000, ETA: 1:15:28, 10.93it/s, loss: 0.3808, loss_seg: 0.3808, _pixel_acc: 0.8831 [06/27 15:41:21] Vis4D INFO: Epoch 1: 25550/75000, ETA: 1:15:27, 10.92it/s, loss: 0.4009, loss_seg: 0.4009, _pixel_acc: 0.8759 [06/27 15:41:28] Vis4D INFO: Epoch 1: 25600/75000, ETA: 1:15:25, 10.92it/s, loss: 0.4393, loss_seg: 0.4393, _pixel_acc: 0.8649 [06/27 15:41:34] Vis4D INFO: Epoch 1: 25650/75000, ETA: 1:15:25, 10.91it/s, loss: 0.4275, loss_seg: 0.4275, _pixel_acc: 0.8691 [06/27 15:41:41] Vis4D INFO: Epoch 1: 25700/75000, ETA: 1:15:24, 10.90it/s, loss: 0.4085, loss_seg: 0.4085, _pixel_acc: 0.8717 [06/27 15:41:47] Vis4D INFO: Epoch 1: 25750/75000, ETA: 1:15:23, 10.89it/s, loss: 0.4453, loss_seg: 0.4453, _pixel_acc: 0.8655 [06/27 15:41:53] Vis4D INFO: Epoch 1: 25800/75000, ETA: 1:15:21, 10.88it/s, loss: 0.3916, loss_seg: 0.3916, _pixel_acc: 0.8792 [06/27 15:42:00] Vis4D INFO: Epoch 1: 25850/75000, ETA: 1:15:20, 10.87it/s, loss: 0.4172, loss_seg: 0.4172, _pixel_acc: 0.8717 [06/27 15:42:06] Vis4D INFO: Epoch 1: 25900/75000, ETA: 1:15:19, 10.86it/s, loss: 0.4180, loss_seg: 0.4180, _pixel_acc: 0.8733 [06/27 15:42:13] Vis4D INFO: Epoch 1: 25950/75000, ETA: 1:15:18, 10.85it/s, loss: 0.4156, loss_seg: 0.4156, _pixel_acc: 0.8716 [06/27 15:42:19] Vis4D INFO: Epoch 1: 26000/75000, ETA: 1:15:17, 10.85it/s, loss: 0.3895, loss_seg: 0.3895, _pixel_acc: 0.8813 [06/27 15:42:26] Vis4D INFO: Epoch 1: 26050/75000, ETA: 1:15:16, 10.84it/s, loss: 0.4438, loss_seg: 0.4438, _pixel_acc: 0.8616 [06/27 15:42:32] Vis4D INFO: Epoch 1: 26100/75000, ETA: 1:15:14, 10.83it/s, loss: 0.4311, loss_seg: 0.4311, _pixel_acc: 0.8643 [06/27 15:42:38] Vis4D INFO: Epoch 1: 26150/75000, ETA: 1:15:13, 10.82it/s, loss: 0.3883, loss_seg: 0.3883, _pixel_acc: 0.8799 [06/27 15:42:44] Vis4D INFO: Epoch 1: 26200/75000, ETA: 1:15:11, 10.82it/s, loss: 0.4218, loss_seg: 0.4218, _pixel_acc: 0.8720 [06/27 15:42:51] Vis4D INFO: Epoch 1: 26250/75000, ETA: 1:15:10, 10.81it/s, loss: 0.3965, loss_seg: 0.3965, _pixel_acc: 0.8766 [06/27 15:42:57] Vis4D INFO: Epoch 1: 26300/75000, ETA: 1:15:08, 10.80it/s, loss: 0.4232, loss_seg: 0.4232, _pixel_acc: 0.8679 [06/27 15:43:03] Vis4D INFO: Epoch 1: 26350/75000, ETA: 1:15:06, 10.80it/s, loss: 0.4004, loss_seg: 0.4004, _pixel_acc: 0.8758 [06/27 15:43:09] Vis4D INFO: Epoch 1: 26400/75000, ETA: 1:15:04, 10.79it/s, loss: 0.4020, loss_seg: 0.4020, _pixel_acc: 0.8729 [06/27 15:43:15] Vis4D INFO: Epoch 1: 26450/75000, ETA: 1:15:02, 10.78it/s, loss: 0.4103, loss_seg: 0.4103, _pixel_acc: 0.8728 [06/27 15:43:21] Vis4D INFO: Epoch 1: 26500/75000, ETA: 1:15:01, 10.78it/s, loss: 0.4723, loss_seg: 0.4723, _pixel_acc: 0.8543 [06/27 15:43:28] Vis4D INFO: Epoch 1: 26550/75000, ETA: 1:14:59, 10.77it/s, loss: 0.4416, loss_seg: 0.4416, _pixel_acc: 0.8659 [06/27 15:43:35] Vis4D INFO: Epoch 1: 26600/75000, ETA: 1:14:58, 10.76it/s, loss: 0.3751, loss_seg: 0.3751, _pixel_acc: 0.8826 [06/27 15:43:41] Vis4D INFO: Epoch 1: 26650/75000, ETA: 1:14:56, 10.75it/s, loss: 0.4037, loss_seg: 0.4037, _pixel_acc: 0.8763 [06/27 15:43:47] Vis4D INFO: Epoch 1: 26700/75000, ETA: 1:14:54, 10.75it/s, loss: 0.4381, loss_seg: 0.4381, _pixel_acc: 0.8640 [06/27 15:43:53] Vis4D INFO: Epoch 1: 26750/75000, ETA: 1:14:53, 10.74it/s, loss: 0.4089, loss_seg: 0.4089, _pixel_acc: 0.8769 [06/27 15:43:59] Vis4D INFO: Epoch 1: 26800/75000, ETA: 1:14:51, 10.73it/s, loss: 0.3606, loss_seg: 0.3606, _pixel_acc: 0.8881 [06/27 15:44:06] Vis4D INFO: Epoch 1: 26850/75000, ETA: 1:14:49, 10.72it/s, loss: 0.3980, loss_seg: 0.3980, _pixel_acc: 0.8763 [06/27 15:44:12] Vis4D INFO: Epoch 1: 26900/75000, ETA: 1:14:47, 10.72it/s, loss: 0.3782, loss_seg: 0.3782, _pixel_acc: 0.8815 [06/27 15:44:18] Vis4D INFO: Epoch 1: 26950/75000, ETA: 1:14:45, 10.71it/s, loss: 0.4217, loss_seg: 0.4217, _pixel_acc: 0.8685 [06/27 15:44:24] Vis4D INFO: Epoch 1: 27000/75000, ETA: 1:14:43, 10.70it/s, loss: 0.4184, loss_seg: 0.4184, _pixel_acc: 0.8697 [06/27 15:44:31] Vis4D INFO: Epoch 1: 27050/75000, ETA: 1:14:42, 10.70it/s, loss: 0.3809, loss_seg: 0.3809, _pixel_acc: 0.8821 [06/27 15:44:37] Vis4D INFO: Epoch 1: 27100/75000, ETA: 1:14:40, 10.69it/s, loss: 0.3591, loss_seg: 0.3591, _pixel_acc: 0.8880 [06/27 15:44:43] Vis4D INFO: Epoch 1: 27150/75000, ETA: 1:14:38, 10.68it/s, loss: 0.3878, loss_seg: 0.3878, _pixel_acc: 0.8788 [06/27 15:44:50] Vis4D INFO: Epoch 1: 27200/75000, ETA: 1:14:37, 10.68it/s, loss: 0.4452, loss_seg: 0.4452, _pixel_acc: 0.8639 [06/27 15:44:56] Vis4D INFO: Epoch 1: 27250/75000, ETA: 1:14:35, 10.67it/s, loss: 0.4018, loss_seg: 0.4018, _pixel_acc: 0.8732 [06/27 15:45:03] Vis4D INFO: Epoch 1: 27300/75000, ETA: 1:14:33, 10.66it/s, loss: 0.3790, loss_seg: 0.3790, _pixel_acc: 0.8820 [06/27 15:45:09] Vis4D INFO: Epoch 1: 27350/75000, ETA: 1:14:31, 10.66it/s, loss: 0.4204, loss_seg: 0.4204, _pixel_acc: 0.8717 [06/27 15:45:15] Vis4D INFO: Epoch 1: 27400/75000, ETA: 1:14:29, 10.65it/s, loss: 0.3778, loss_seg: 0.3778, _pixel_acc: 0.8811 [06/27 15:45:21] Vis4D INFO: Epoch 1: 27450/75000, ETA: 1:14:27, 10.64it/s, loss: 0.4027, loss_seg: 0.4027, _pixel_acc: 0.8744 [06/27 15:45:27] Vis4D INFO: Epoch 1: 27500/75000, ETA: 1:14:25, 10.64it/s, loss: 0.3759, loss_seg: 0.3759, _pixel_acc: 0.8831 [06/27 15:45:33] Vis4D INFO: Epoch 1: 27550/75000, ETA: 1:14:22, 10.63it/s, loss: 0.3972, loss_seg: 0.3972, _pixel_acc: 0.8801 [06/27 15:45:40] Vis4D INFO: Epoch 1: 27600/75000, ETA: 1:14:21, 10.62it/s, loss: 0.3803, loss_seg: 0.3803, _pixel_acc: 0.8812 [06/27 15:45:46] Vis4D INFO: Epoch 1: 27650/75000, ETA: 1:14:19, 10.62it/s, loss: 0.4081, loss_seg: 0.4081, _pixel_acc: 0.8733 [06/27 15:45:53] Vis4D INFO: Epoch 1: 27700/75000, ETA: 1:14:17, 10.61it/s, loss: 0.3395, loss_seg: 0.3395, _pixel_acc: 0.8940 [06/27 15:45:59] Vis4D INFO: Epoch 1: 27750/75000, ETA: 1:14:15, 10.60it/s, loss: 0.3865, loss_seg: 0.3865, _pixel_acc: 0.8822 [06/27 15:46:05] Vis4D INFO: Epoch 1: 27800/75000, ETA: 1:14:12, 10.60it/s, loss: 0.3952, loss_seg: 0.3952, _pixel_acc: 0.8763 [06/27 15:46:11] Vis4D INFO: Epoch 1: 27850/75000, ETA: 1:14:10, 10.59it/s, loss: 0.4056, loss_seg: 0.4056, _pixel_acc: 0.8793 [06/27 15:46:17] Vis4D INFO: Epoch 1: 27900/75000, ETA: 1:14:08, 10.59it/s, loss: 0.4060, loss_seg: 0.4060, _pixel_acc: 0.8744 [06/27 15:46:24] Vis4D INFO: Epoch 1: 27950/75000, ETA: 1:14:07, 10.58it/s, loss: 0.4457, loss_seg: 0.4457, _pixel_acc: 0.8641 [06/27 15:46:30] Vis4D INFO: Epoch 1: 28000/75000, ETA: 1:14:04, 10.57it/s, loss: 0.4319, loss_seg: 0.4319, _pixel_acc: 0.8632 [06/27 15:46:37] Vis4D INFO: Epoch 1: 28050/75000, ETA: 1:14:03, 10.57it/s, loss: 0.4076, loss_seg: 0.4076, _pixel_acc: 0.8725 [06/27 15:46:43] Vis4D INFO: Epoch 1: 28100/75000, ETA: 1:14:01, 10.56it/s, loss: 0.4029, loss_seg: 0.4029, _pixel_acc: 0.8715 [06/27 15:46:49] Vis4D INFO: Epoch 1: 28150/75000, ETA: 1:13:58, 10.56it/s, loss: 0.3881, loss_seg: 0.3881, _pixel_acc: 0.8803 [06/27 15:46:56] Vis4D INFO: Epoch 1: 28200/75000, ETA: 1:13:56, 10.55it/s, loss: 0.3916, loss_seg: 0.3916, _pixel_acc: 0.8797 [06/27 15:47:02] Vis4D INFO: Epoch 1: 28250/75000, ETA: 1:13:54, 10.54it/s, loss: 0.3904, loss_seg: 0.3904, _pixel_acc: 0.8822 [06/27 15:47:07] Vis4D INFO: Epoch 1: 28300/75000, ETA: 1:13:51, 10.54it/s, loss: 0.3520, loss_seg: 0.3520, _pixel_acc: 0.8917 [06/27 15:47:14] Vis4D INFO: Epoch 1: 28350/75000, ETA: 1:13:48, 10.53it/s, loss: 0.3645, loss_seg: 0.3645, _pixel_acc: 0.8842 [06/27 15:47:19] Vis4D INFO: Epoch 1: 28400/75000, ETA: 1:13:45, 10.53it/s, loss: 0.3432, loss_seg: 0.3432, _pixel_acc: 0.8905 [06/27 15:47:26] Vis4D INFO: Epoch 1: 28450/75000, ETA: 1:13:43, 10.52it/s, loss: 0.3678, loss_seg: 0.3678, _pixel_acc: 0.8854 [06/27 15:47:31] Vis4D INFO: Epoch 1: 28500/75000, ETA: 1:13:40, 10.52it/s, loss: 0.4022, loss_seg: 0.4022, _pixel_acc: 0.8716 [06/27 15:47:37] Vis4D INFO: Epoch 1: 28550/75000, ETA: 1:13:37, 10.52it/s, loss: 0.4020, loss_seg: 0.4020, _pixel_acc: 0.8750 [06/27 15:47:43] Vis4D INFO: Epoch 1: 28600/75000, ETA: 1:13:34, 10.51it/s, loss: 0.4159, loss_seg: 0.4159, _pixel_acc: 0.8683 [06/27 15:47:49] Vis4D INFO: Epoch 1: 28650/75000, ETA: 1:13:32, 10.51it/s, loss: 0.4240, loss_seg: 0.4240, _pixel_acc: 0.8728 [06/27 15:47:55] Vis4D INFO: Epoch 1: 28700/75000, ETA: 1:13:29, 10.50it/s, loss: 0.4726, loss_seg: 0.4726, _pixel_acc: 0.8547 [06/27 15:48:01] Vis4D INFO: Epoch 1: 28750/75000, ETA: 1:13:26, 10.50it/s, loss: 0.4186, loss_seg: 0.4186, _pixel_acc: 0.8716 [06/27 15:48:07] Vis4D INFO: Epoch 1: 28800/75000, ETA: 1:13:23, 10.49it/s, loss: 0.4078, loss_seg: 0.4078, _pixel_acc: 0.8750 [06/27 15:48:13] Vis4D INFO: Epoch 1: 28850/75000, ETA: 1:13:20, 10.49it/s, loss: 0.3909, loss_seg: 0.3909, _pixel_acc: 0.8796 [06/27 15:48:19] Vis4D INFO: Epoch 1: 28900/75000, ETA: 1:13:18, 10.48it/s, loss: 0.3977, loss_seg: 0.3977, _pixel_acc: 0.8778 [06/27 15:48:25] Vis4D INFO: Epoch 1: 28950/75000, ETA: 1:13:14, 10.48it/s, loss: 0.4188, loss_seg: 0.4188, _pixel_acc: 0.8725 [06/27 15:48:31] Vis4D INFO: Epoch 1: 29000/75000, ETA: 1:13:11, 10.47it/s, loss: 0.4376, loss_seg: 0.4376, _pixel_acc: 0.8661 [06/27 15:48:37] Vis4D INFO: Epoch 1: 29050/75000, ETA: 1:13:08, 10.47it/s, loss: 0.4004, loss_seg: 0.4004, _pixel_acc: 0.8771 [06/27 15:48:43] Vis4D INFO: Epoch 1: 29100/75000, ETA: 1:13:06, 10.46it/s, loss: 0.3739, loss_seg: 0.3739, _pixel_acc: 0.8883 [06/27 15:48:49] Vis4D INFO: Epoch 1: 29150/75000, ETA: 1:13:03, 10.46it/s, loss: 0.4016, loss_seg: 0.4016, _pixel_acc: 0.8739 [06/27 15:48:55] Vis4D INFO: Epoch 1: 29200/75000, ETA: 1:13:00, 10.45it/s, loss: 0.3932, loss_seg: 0.3932, _pixel_acc: 0.8782 [06/27 15:49:01] Vis4D INFO: Epoch 1: 29250/75000, ETA: 1:12:57, 10.45it/s, loss: 0.3906, loss_seg: 0.3906, _pixel_acc: 0.8765 [06/27 15:49:07] Vis4D INFO: Epoch 1: 29300/75000, ETA: 1:12:54, 10.45it/s, loss: 0.3570, loss_seg: 0.3570, _pixel_acc: 0.8876 [06/27 15:49:12] Vis4D INFO: Epoch 1: 29350/75000, ETA: 1:12:51, 10.44it/s, loss: 0.4119, loss_seg: 0.4119, _pixel_acc: 0.8700 [06/27 15:49:19] Vis4D INFO: Epoch 1: 29400/75000, ETA: 1:12:48, 10.44it/s, loss: 0.3812, loss_seg: 0.3812, _pixel_acc: 0.8846 [06/27 15:49:25] Vis4D INFO: Epoch 1: 29450/75000, ETA: 1:12:45, 10.43it/s, loss: 0.4216, loss_seg: 0.4216, _pixel_acc: 0.8683 [06/27 15:49:31] Vis4D INFO: Epoch 1: 29500/75000, ETA: 1:12:43, 10.43it/s, loss: 0.4232, loss_seg: 0.4232, _pixel_acc: 0.8702 [06/27 15:49:37] Vis4D INFO: Epoch 1: 29550/75000, ETA: 1:12:40, 10.42it/s, loss: 0.3856, loss_seg: 0.3856, _pixel_acc: 0.8846 [06/27 15:49:43] Vis4D INFO: Epoch 1: 29600/75000, ETA: 1:12:37, 10.42it/s, loss: 0.3575, loss_seg: 0.3575, _pixel_acc: 0.8874 [06/27 15:49:49] Vis4D INFO: Epoch 1: 29650/75000, ETA: 1:12:34, 10.41it/s, loss: 0.4089, loss_seg: 0.4089, _pixel_acc: 0.8751 [06/27 15:49:55] Vis4D INFO: Epoch 1: 29700/75000, ETA: 1:12:31, 10.41it/s, loss: 0.3746, loss_seg: 0.3746, _pixel_acc: 0.8852 [06/27 15:50:01] Vis4D INFO: Epoch 1: 29750/75000, ETA: 1:12:28, 10.41it/s, loss: 0.3907, loss_seg: 0.3907, _pixel_acc: 0.8777 [06/27 15:50:07] Vis4D INFO: Epoch 1: 29800/75000, ETA: 1:12:24, 10.40it/s, loss: 0.4021, loss_seg: 0.4021, _pixel_acc: 0.8749 [06/27 15:50:12] Vis4D INFO: Epoch 1: 29850/75000, ETA: 1:12:21, 10.40it/s, loss: 0.3602, loss_seg: 0.3602, _pixel_acc: 0.8875 [06/27 15:50:18] Vis4D INFO: Epoch 1: 29900/75000, ETA: 1:12:17, 10.40it/s, loss: 0.3551, loss_seg: 0.3551, _pixel_acc: 0.8911 [06/27 15:50:24] Vis4D INFO: Epoch 1: 29950/75000, ETA: 1:12:14, 10.39it/s, loss: 0.3500, loss_seg: 0.3500, _pixel_acc: 0.8915 [06/27 15:50:30] Vis4D INFO: Epoch 1: 30000/75000, ETA: 1:12:11, 10.39it/s, loss: 0.3445, loss_seg: 0.3445, _pixel_acc: 0.8913 [06/27 15:50:36] Vis4D INFO: Testing: 50/12500, ETA: 0:26:07, 7.94it/s [06/27 15:50:42] Vis4D INFO: Testing: 100/12500, ETA: 0:25:32, 8.09it/s [06/27 15:50:48] Vis4D INFO: Testing: 150/12500, ETA: 0:25:00, 8.23it/s [06/27 15:50:54] Vis4D INFO: Testing: 200/12500, ETA: 0:24:50, 8.25it/s [06/27 15:51:00] Vis4D INFO: Testing: 250/12500, ETA: 0:24:51, 8.21it/s [06/27 15:51:06] Vis4D INFO: Testing: 300/12500, ETA: 0:24:35, 8.27it/s [06/27 15:51:12] Vis4D INFO: Testing: 350/12500, ETA: 0:24:23, 8.30it/s [06/27 15:51:18] Vis4D INFO: Testing: 400/12500, ETA: 0:24:13, 8.33it/s [06/27 15:51:24] Vis4D INFO: Testing: 450/12500, ETA: 0:24:05, 8.34it/s [06/27 15:51:30] Vis4D INFO: Testing: 500/12500, ETA: 0:23:59, 8.33it/s [06/27 15:51:36] Vis4D INFO: Testing: 550/12500, ETA: 0:23:51, 8.35it/s [06/27 15:51:42] Vis4D INFO: Testing: 600/12500, ETA: 0:23:47, 8.34it/s [06/27 15:51:48] Vis4D INFO: Testing: 650/12500, ETA: 0:23:40, 8.34it/s [06/27 15:51:53] Vis4D INFO: Testing: 700/12500, ETA: 0:23:32, 8.36it/s [06/27 15:51:59] Vis4D INFO: Testing: 750/12500, ETA: 0:23:24, 8.37it/s [06/27 15:52:05] Vis4D INFO: Testing: 800/12500, ETA: 0:23:16, 8.38it/s [06/27 15:52:11] Vis4D INFO: Testing: 850/12500, ETA: 0:23:08, 8.39it/s [06/27 15:52:17] Vis4D INFO: Testing: 900/12500, ETA: 0:23:02, 8.39it/s [06/27 15:52:23] Vis4D INFO: Testing: 950/12500, ETA: 0:22:55, 8.40it/s [06/27 15:52:29] Vis4D INFO: Testing: 1000/12500, ETA: 0:22:49, 8.40it/s [06/27 15:52:35] Vis4D INFO: Testing: 1050/12500, ETA: 0:22:43, 8.40it/s [06/27 15:52:40] Vis4D INFO: Testing: 1100/12500, ETA: 0:22:35, 8.41it/s [06/27 15:52:46] Vis4D INFO: Testing: 1150/12500, ETA: 0:22:28, 8.42it/s [06/27 15:52:52] Vis4D INFO: Testing: 1200/12500, ETA: 0:22:23, 8.41it/s [06/27 15:52:58] Vis4D INFO: Testing: 1250/12500, ETA: 0:22:17, 8.41it/s [06/27 15:53:04] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:11, 8.41it/s [06/27 15:53:10] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:04, 8.42it/s [06/27 15:53:16] Vis4D INFO: Testing: 1400/12500, ETA: 0:21:59, 8.42it/s [06/27 15:53:22] Vis4D INFO: Testing: 1450/12500, ETA: 0:21:52, 8.42it/s [06/27 15:53:28] Vis4D INFO: Testing: 1500/12500, ETA: 0:21:45, 8.42it/s [06/27 15:53:34] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:39, 8.43it/s [06/27 15:53:39] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:33, 8.43it/s [06/27 15:53:45] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:26, 8.43it/s [06/27 15:53:51] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:20, 8.44it/s [06/27 15:53:57] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:13, 8.44it/s [06/27 15:54:03] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:06, 8.45it/s [06/27 15:54:09] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:01, 8.44it/s [06/27 15:54:15] Vis4D INFO: Testing: 1900/12500, ETA: 0:20:54, 8.45it/s [06/27 15:54:20] Vis4D INFO: Testing: 1950/12500, ETA: 0:20:48, 8.45it/s [06/27 15:54:26] Vis4D INFO: Testing: 2000/12500, ETA: 0:20:42, 8.45it/s [06/27 15:54:32] Vis4D INFO: Testing: 2050/12500, ETA: 0:20:35, 8.46it/s [06/27 15:54:38] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:30, 8.45it/s [06/27 15:54:44] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:23, 8.46it/s [06/27 15:54:50] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:17, 8.46it/s [06/27 15:54:56] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:11, 8.46it/s [06/27 15:55:01] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:05, 8.46it/s [06/27 15:55:07] Vis4D INFO: Testing: 2350/12500, ETA: 0:19:59, 8.46it/s [06/27 15:55:13] Vis4D INFO: Testing: 2400/12500, ETA: 0:19:52, 8.47it/s [06/27 15:55:19] Vis4D INFO: Testing: 2450/12500, ETA: 0:19:46, 8.47it/s [06/27 15:55:25] Vis4D INFO: Testing: 2500/12500, ETA: 0:19:40, 8.47it/s [06/27 15:55:31] Vis4D INFO: Testing: 2550/12500, ETA: 0:19:34, 8.47it/s [06/27 15:55:37] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:28, 8.47it/s [06/27 15:55:43] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:23, 8.47it/s [06/27 15:55:48] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:17, 8.47it/s [06/27 15:55:54] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:11, 8.47it/s [06/27 15:56:00] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:05, 8.47it/s [06/27 15:56:06] Vis4D INFO: Testing: 2850/12500, ETA: 0:18:58, 8.47it/s [06/27 15:56:12] Vis4D INFO: Testing: 2900/12500, ETA: 0:18:52, 8.47it/s [06/27 15:56:18] Vis4D INFO: Testing: 2950/12500, ETA: 0:18:47, 8.47it/s [06/27 15:56:24] Vis4D INFO: Testing: 3000/12500, ETA: 0:18:41, 8.47it/s [06/27 15:56:30] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:35, 8.47it/s [06/27 15:56:35] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:29, 8.47it/s [06/27 15:56:41] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:23, 8.47it/s [06/27 15:56:47] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:17, 8.47it/s [06/27 15:56:53] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:11, 8.47it/s [06/27 15:56:59] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:06, 8.47it/s [06/27 15:57:05] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:00, 8.47it/s [06/27 15:57:11] Vis4D INFO: Testing: 3400/12500, ETA: 0:17:54, 8.47it/s [06/27 15:57:17] Vis4D INFO: Testing: 3450/12500, ETA: 0:17:47, 8.47it/s [06/27 15:57:23] Vis4D INFO: Testing: 3500/12500, ETA: 0:17:41, 8.48it/s [06/27 15:57:28] Vis4D INFO: Testing: 3550/12500, ETA: 0:17:35, 8.48it/s [06/27 15:57:34] Vis4D INFO: Testing: 3600/12500, ETA: 0:17:29, 8.48it/s [06/27 15:57:40] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:23, 8.48it/s [06/27 15:57:46] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:17, 8.48it/s [06/27 15:57:52] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:11, 8.48it/s [06/27 15:57:58] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:05, 8.48it/s [06/27 15:58:03] Vis4D INFO: Testing: 3850/12500, ETA: 0:16:59, 8.48it/s [06/27 15:58:09] Vis4D INFO: Testing: 3900/12500, ETA: 0:16:53, 8.49it/s [06/27 15:58:15] Vis4D INFO: Testing: 3950/12500, ETA: 0:16:47, 8.49it/s [06/27 15:58:21] Vis4D INFO: Testing: 4000/12500, ETA: 0:16:41, 8.49it/s [06/27 15:58:27] Vis4D INFO: Testing: 4050/12500, ETA: 0:16:35, 8.49it/s [06/27 15:58:33] Vis4D INFO: Testing: 4100/12500, ETA: 0:16:29, 8.49it/s [06/27 15:58:39] Vis4D INFO: Testing: 4150/12500, ETA: 0:16:24, 8.49it/s [06/27 15:58:44] Vis4D INFO: Testing: 4200/12500, ETA: 0:16:17, 8.49it/s [06/27 15:58:51] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:12, 8.49it/s [06/27 15:58:56] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:06, 8.49it/s [06/27 15:59:02] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:00, 8.49it/s [06/27 15:59:08] Vis4D INFO: Testing: 4400/12500, ETA: 0:15:54, 8.49it/s [06/27 15:59:14] Vis4D INFO: Testing: 4450/12500, ETA: 0:15:48, 8.49it/s [06/27 15:59:20] Vis4D INFO: Testing: 4500/12500, ETA: 0:15:42, 8.49it/s [06/27 15:59:26] Vis4D INFO: Testing: 4550/12500, ETA: 0:15:36, 8.49it/s [06/27 15:59:32] Vis4D INFO: Testing: 4600/12500, ETA: 0:15:30, 8.49it/s [06/27 15:59:37] Vis4D INFO: Testing: 4650/12500, ETA: 0:15:24, 8.49it/s [06/27 15:59:43] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:18, 8.49it/s [06/27 15:59:49] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:12, 8.49it/s [06/27 15:59:55] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:07, 8.49it/s [06/27 16:00:01] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:01, 8.49it/s [06/27 16:00:07] Vis4D INFO: Testing: 4900/12500, ETA: 0:14:55, 8.49it/s [06/27 16:00:13] Vis4D INFO: Testing: 4950/12500, ETA: 0:14:49, 8.49it/s [06/27 16:00:19] Vis4D INFO: Testing: 5000/12500, ETA: 0:14:43, 8.49it/s [06/27 16:00:25] Vis4D INFO: Testing: 5050/12500, ETA: 0:14:37, 8.49it/s [06/27 16:00:31] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:31, 8.49it/s [06/27 16:00:36] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:25, 8.49it/s [06/27 16:00:42] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:20, 8.49it/s [06/27 16:00:48] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:14, 8.49it/s [06/27 16:00:54] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:08, 8.49it/s [06/27 16:01:00] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:02, 8.49it/s [06/27 16:01:06] Vis4D INFO: Testing: 5400/12500, ETA: 0:13:56, 8.49it/s [06/27 16:01:12] Vis4D INFO: Testing: 5450/12500, ETA: 0:13:50, 8.49it/s [06/27 16:01:17] Vis4D INFO: Testing: 5500/12500, ETA: 0:13:44, 8.49it/s [06/27 16:01:23] Vis4D INFO: Testing: 5550/12500, ETA: 0:13:38, 8.49it/s [06/27 16:01:29] Vis4D INFO: Testing: 5600/12500, ETA: 0:13:32, 8.49it/s [06/27 16:01:35] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:26, 8.49it/s [06/27 16:01:41] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:20, 8.49it/s [06/27 16:01:47] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:14, 8.49it/s [06/27 16:01:52] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:08, 8.50it/s [06/27 16:01:58] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:02, 8.50it/s [06/27 16:02:04] Vis4D INFO: Testing: 5900/12500, ETA: 0:12:56, 8.50it/s [06/27 16:02:10] Vis4D INFO: Testing: 5950/12500, ETA: 0:12:50, 8.50it/s [06/27 16:02:16] Vis4D INFO: Testing: 6000/12500, ETA: 0:12:45, 8.50it/s [06/27 16:02:22] Vis4D INFO: Testing: 6050/12500, ETA: 0:12:39, 8.50it/s [06/27 16:02:27] Vis4D INFO: Testing: 6100/12500, ETA: 0:12:33, 8.50it/s [06/27 16:02:33] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:27, 8.50it/s [06/27 16:02:39] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:21, 8.50it/s [06/27 16:02:45] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:15, 8.50it/s [06/27 16:02:51] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:09, 8.50it/s [06/27 16:02:57] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:03, 8.50it/s [06/27 16:03:03] Vis4D INFO: Testing: 6400/12500, ETA: 0:11:57, 8.50it/s [06/27 16:03:08] Vis4D INFO: Testing: 6450/12500, ETA: 0:11:51, 8.50it/s [06/27 16:03:14] Vis4D INFO: Testing: 6500/12500, ETA: 0:11:46, 8.50it/s [06/27 16:03:20] Vis4D INFO: Testing: 6550/12500, ETA: 0:11:40, 8.50it/s [06/27 16:03:26] Vis4D INFO: Testing: 6600/12500, ETA: 0:11:34, 8.50it/s [06/27 16:03:32] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:28, 8.50it/s [06/27 16:03:38] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:22, 8.50it/s [06/27 16:03:44] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:16, 8.50it/s [06/27 16:03:50] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:10, 8.50it/s [06/27 16:03:55] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:04, 8.50it/s [06/27 16:04:01] Vis4D INFO: Testing: 6900/12500, ETA: 0:10:58, 8.50it/s [06/27 16:04:07] Vis4D INFO: Testing: 6950/12500, ETA: 0:10:52, 8.50it/s [06/27 16:04:13] Vis4D INFO: Testing: 7000/12500, ETA: 0:10:47, 8.50it/s [06/27 16:04:19] Vis4D INFO: Testing: 7050/12500, ETA: 0:10:41, 8.50it/s [06/27 16:04:25] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:35, 8.50it/s [06/27 16:04:31] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:29, 8.50it/s [06/27 16:04:37] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:23, 8.50it/s [06/27 16:04:42] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:17, 8.50it/s [06/27 16:04:48] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:11, 8.50it/s [06/27 16:04:54] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:05, 8.50it/s [06/27 16:05:00] Vis4D INFO: Testing: 7400/12500, ETA: 0:09:59, 8.50it/s [06/27 16:05:06] Vis4D INFO: Testing: 7450/12500, ETA: 0:09:53, 8.50it/s [06/27 16:05:12] Vis4D INFO: Testing: 7500/12500, ETA: 0:09:47, 8.50it/s [06/27 16:05:17] Vis4D INFO: Testing: 7550/12500, ETA: 0:09:41, 8.51it/s [06/27 16:05:23] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:36, 8.51it/s [06/27 16:05:29] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:30, 8.51it/s [06/27 16:05:35] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:24, 8.51it/s [06/27 16:05:41] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:18, 8.51it/s [06/27 16:05:47] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:12, 8.51it/s [06/27 16:05:52] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:06, 8.51it/s [06/27 16:05:58] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:00, 8.51it/s [06/27 16:06:04] Vis4D INFO: Testing: 7950/12500, ETA: 0:08:54, 8.51it/s [06/27 16:06:10] Vis4D INFO: Testing: 8000/12500, ETA: 0:08:48, 8.51it/s [06/27 16:06:16] Vis4D INFO: Testing: 8050/12500, ETA: 0:08:43, 8.51it/s [06/27 16:06:22] Vis4D INFO: Testing: 8100/12500, ETA: 0:08:37, 8.51it/s [06/27 16:06:27] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:31, 8.51it/s [06/27 16:06:33] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:25, 8.51it/s [06/27 16:06:39] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:19, 8.51it/s [06/27 16:06:45] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:13, 8.51it/s [06/27 16:06:51] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:07, 8.51it/s [06/27 16:06:57] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:01, 8.51it/s [06/27 16:07:03] Vis4D INFO: Testing: 8450/12500, ETA: 0:07:55, 8.51it/s [06/27 16:07:09] Vis4D INFO: Testing: 8500/12500, ETA: 0:07:50, 8.51it/s [06/27 16:07:15] Vis4D INFO: Testing: 8550/12500, ETA: 0:07:44, 8.51it/s [06/27 16:07:20] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:38, 8.51it/s [06/27 16:07:26] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:32, 8.51it/s [06/27 16:07:32] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:26, 8.51it/s [06/27 16:07:38] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:20, 8.51it/s [06/27 16:07:44] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:14, 8.51it/s [06/27 16:07:50] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:08, 8.51it/s [06/27 16:07:56] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:03, 8.51it/s [06/27 16:08:01] Vis4D INFO: Testing: 8950/12500, ETA: 0:06:57, 8.51it/s [06/27 16:08:07] Vis4D INFO: Testing: 9000/12500, ETA: 0:06:51, 8.51it/s [06/27 16:08:13] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:45, 8.51it/s [06/27 16:08:19] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:39, 8.51it/s [06/27 16:08:25] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:33, 8.51it/s [06/27 16:08:30] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:27, 8.51it/s [06/27 16:08:36] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:21, 8.51it/s [06/27 16:08:42] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:15, 8.51it/s [06/27 16:08:48] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:09, 8.51it/s [06/27 16:08:54] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:04, 8.51it/s [06/27 16:09:00] Vis4D INFO: Testing: 9450/12500, ETA: 0:05:58, 8.51it/s [06/27 16:09:06] Vis4D INFO: Testing: 9500/12500, ETA: 0:05:52, 8.51it/s [06/27 16:09:11] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:46, 8.51it/s [06/27 16:09:17] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:40, 8.51it/s [06/27 16:09:23] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:34, 8.51it/s [06/27 16:09:29] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:28, 8.51it/s [06/27 16:09:35] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:22, 8.52it/s [06/27 16:09:40] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:17, 8.52it/s [06/27 16:09:46] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:11, 8.52it/s [06/27 16:09:52] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:05, 8.52it/s [06/27 16:09:58] Vis4D INFO: Testing: 9950/12500, ETA: 0:04:59, 8.52it/s [06/27 16:10:04] Vis4D INFO: Testing: 10000/12500, ETA: 0:04:53, 8.51it/s [06/27 16:10:10] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:47, 8.52it/s [06/27 16:10:16] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:41, 8.52it/s [06/27 16:10:22] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:35, 8.52it/s [06/27 16:10:27] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:30, 8.52it/s [06/27 16:10:33] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:24, 8.52it/s [06/27 16:10:39] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:18, 8.52it/s [06/27 16:10:45] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:12, 8.52it/s [06/27 16:10:51] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:06, 8.52it/s [06/27 16:10:57] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:00, 8.52it/s [06/27 16:11:02] Vis4D INFO: Testing: 10500/12500, ETA: 0:03:54, 8.52it/s [06/27 16:11:08] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:48, 8.52it/s [06/27 16:11:14] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:43, 8.52it/s [06/27 16:11:20] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:37, 8.52it/s [06/27 16:11:26] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:31, 8.52it/s [06/27 16:11:32] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:25, 8.52it/s [06/27 16:11:37] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:19, 8.52it/s [06/27 16:11:43] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:13, 8.52it/s [06/27 16:11:49] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:07, 8.52it/s [06/27 16:11:55] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:01, 8.52it/s [06/27 16:12:01] Vis4D INFO: Testing: 11000/12500, ETA: 0:02:56, 8.52it/s [06/27 16:12:07] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:50, 8.52it/s [06/27 16:12:12] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:44, 8.52it/s [06/27 16:12:18] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:38, 8.52it/s [06/27 16:12:24] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:32, 8.52it/s [06/27 16:12:30] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:26, 8.52it/s [06/27 16:12:36] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:20, 8.52it/s [06/27 16:12:42] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:14, 8.52it/s [06/27 16:12:47] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:09, 8.52it/s [06/27 16:12:53] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:03, 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Testing: 12150/12500, ETA: 0:00:41, 8.52it/s [06/27 16:14:21] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:35, 8.52it/s [06/27 16:14:27] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:29, 8.52it/s [06/27 16:14:33] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:23, 8.52it/s [06/27 16:14:39] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:17, 8.52it/s [06/27 16:14:44] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:11, 8.52it/s [06/27 16:14:50] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:05, 8.52it/s [06/27 16:14:56] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.52it/s [06/27 16:14:56] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 16:14:56] Vis4D INFO: mIoU: 55.7897 [06/27 16:14:56] Vis4D INFO: Showing evaluation results for mIoU [06/27 16:14:56] Vis4D INFO: mIoU: 55.790% unlabeled: (nan%), building: (71.804%), fence: (32.685%), other: (nan%), pedestrian: (41.457%), pole: (30.820%), road line: (69.141%), road: (91.091%), sidewalk: (74.923%), vegetation: (61.233%), vehicle: (68.060%), wall: (55.955%), traffic sign: (8.435%), sky: (85.402%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (34.575%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (55.472%) [06/27 16:14:56] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 16:14:56] Vis4D INFO: +-----------+-----------+-----------------------+-----------------------+-------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+-----------------------+-----------------------+-------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.8696941204866778 | 0.05651377779227589 | inf | 0.053970325745044775 | 0.03190489754515249 | 7.390410900345579e-05 | 9.968735385175285e-05 | 0.007596389862982996 | 0.055799171502127896 | 0.009399087492955524 | 0.023032522864932053 | 0.4765860750344407 | 0.019246186400725448 | inf | inf | inf | inf | 0.06312758995053597 | inf | inf | nan | 0.006729503765551786 | | Class_2 | nan | 0.008298563193943325 | 0.4634706195307373 | inf | 0.010871940306713247 | 0.009384708008901463 | 3.422644524238633e-05 | 8.081764179477073e-05 | 0.0046237085690518315 | 0.011579069186534176 | 0.0015763533828022332 | 0.012238277928441373 | 0.0045460379956495205 | 0.0012242942309559084 | inf | inf | inf | inf | 0.001913479693635909 | inf | inf | nan | 0.008713158366719502 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.003159954667938273 | 0.01306351594965121 | inf | 0.5371814209183451 | 0.0020490138396486515 | 8.750212590456488e-05 | 0.0002952493077144916 | 0.0022956602279186984 | 0.0028108514290860706 | 0.006252348859245158 | 0.002054666625587259 | 0.04067794167008157 | 5.9991585762087525e-05 | inf | inf | inf | inf | 0.0010136623640410955 | inf | inf | nan | 0.0008804838794855039 | | Class_5 | nan | 0.02464636772494065 | 0.02708465082685011 | inf | 0.015101540037451709 | 0.3458136560505422 | 0.00013190676981987803 | 4.338905476463249e-05 | 0.004427025270954948 | 0.010702963735420743 | 0.0012256964956732874 | 0.0052522963669953925 | 0.028531400946287575 | 0.0037355313433731258 | inf | inf | inf | inf | 0.03223434798760184 | inf | inf | nan | 0.003563036320949114 | | Class_6 | nan | 0.0005012640905465657 | 0.0008462107272346661 | inf | 0.0018763241460477444 | 0.0002829894316753954 | 0.758077681312368 | 0.006413789920490499 | 0.006366481059537168 | 0.00031457800064571616 | 0.0014901046124312855 | 0.003525155018191298 | 0.00037663426115642573 | 0.00013417340568209357 | inf | inf | inf | inf | 0.0004483536145798437 | inf | inf | nan | 0.0005450700680216587 | | Class_7 | nan | 0.019617587580373356 | 0.014703436485038949 | inf | 0.029390679677155345 | 0.005570352616143898 | 0.08916428827965409 | 0.9429193403912104 | 0.12919270866876967 | 0.00967306550914853 | 0.05062024004965115 | 0.0945705952326147 | 0.012516104941411305 | 0.006467785384324876 | inf | inf | inf | inf | 0.0033473511831340406 | inf | inf | nan | 0.01210978030019518 | | Class_8 | nan | 0.010102626353177515 | 0.033580984503653 | inf | 0.020791384522994887 | 0.006344494393930031 | 0.0023632498419570575 | 0.005011269543523189 | 0.8841866339310144 | 0.004940574343581659 | 0.009965504152823865 | 0.029615571040857405 | 0.001268214800278134 | 0.0016490793240730621 | inf | inf | inf | inf | 0.00013361912980541714 | inf | inf | nan | 0.016294930998273963 | | Class_9 | nan | 0.03236616440103034 | 0.08529255683424314 | inf | 0.0395012187780292 | 0.022468656456324232 | 0.0003743358469232835 | 0.0006125973050878867 | 0.0039454457600603295 | 0.7904078997794008 | 0.0051048484892814985 | 0.01726411031412167 | 0.042833618537516875 | 0.04789520299412353 | inf | inf | inf | inf | 0.03580673989481333 | inf | inf | nan | 0.07011290526013005 | | Class_10 | nan | 0.025483401079647708 | 0.02976068926014312 | inf | 0.09785428124084836 | 0.0072632127193758295 | 0.003962230368706572 | 0.020539240007603748 | 0.005851960721996535 | 0.008327357670811459 | 0.7473489581287656 | 0.006972116883083171 | 2.287070949602945 | 0.0012643104359635528 | inf | inf | inf | inf | 0.03829812232485767 | inf | inf | nan | 0.004087151410088126 | | Class_11 | nan | 0.02163839306938963 | 0.08825979627876539 | inf | 0.012703830266172564 | 0.003413420753131861 | 2.3603104940584543e-05 | 0.00011296965205324084 | 0.004116313169480289 | 0.006488575924448931 | 0.0031519939967227725 | 0.6941141561965957 | 0.007188106402096028 | 0.0005001633845368823 | inf | inf | inf | inf | 0.00020227171718820044 | inf | inf | nan | 0.006745480313316903 | | Class_12 | nan | 0.0022034417014055417 | 0.0016446561952133212 | inf | 0.002363744106687876 | 0.0009709612150342089 | 1.8017637359224844e-07 | 2.5380502158313773e-07 | 7.733518661275509e-06 | 0.000747807894145562 | 0.00012280469892810543 | 0.00029643318056380065 | 0.332348469404215 | 4.359490790275524e-05 | nan | inf | inf | inf | 0.0020442191008162094 | inf | inf | nan | 0.0004458112667692293 | | Class_13 | nan | 0.05012794889403817 | 0.0063946131460822985 | inf | 0.00041529361840546644 | 0.023875422833727736 | 5.57557554516248e-05 | 0.0001994943268989892 | 0.00013330896746078299 | 0.10697587500866472 | 0.004694431086669133 | 0.02176831444862476 | 0.01983998363593806 | 0.9333834868341215 | inf | inf | inf | inf | 0.047118213573668584 | inf | inf | nan | 0.006079263807833615 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.00304627963229008 | 0.0012075752263619856 | inf | 0.000622243371058752 | 0.003722637202557462 | 1.8370924366268467e-07 | 6.159956506322262e-07 | 9.065394154086201e-07 | 0.001215068887777525 | 6.155439188273694e-05 | 4.4911366246924374e-05 | 0.011646420944901023 | 0.0002559884082342961 | nan | inf | inf | inf | 0.42428600637186625 | inf | inf | nan | 0.00016889827964563475 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.010011387189513318 | 0.059622678370565466 | inf | 0.010278174864138291 | 0.0048032101007172735 | 0.00014932735213719916 | 0.0017262858392492761 | 0.011566619829641087 | 0.0712382150774828 | 0.0044059830836035985 | 0.023861628612879823 | 0.006803372479409356 | 0.010448431830674457 | inf | inf | inf | inf | 0.0014495371805787667 | inf | inf | nan | 0.6304251438998161 | +-----------+-----------+-----------------------+-----------------------+-------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 16:15:04] Vis4D INFO: Epoch 1: 30050/75000, ETA: 0:36:45, 20.38it/s, loss: 0.3469, loss_seg: 0.3469, _pixel_acc: 0.8923 [06/27 16:15:13] Vis4D INFO: Epoch 1: 30100/75000, ETA: 0:36:52, 20.29it/s, loss: 0.3699, loss_seg: 0.3699, _pixel_acc: 0.8845 [06/27 16:15:22] Vis4D INFO: Epoch 1: 30150/75000, ETA: 0:37:00, 20.20it/s, loss: 0.4206, loss_seg: 0.4206, _pixel_acc: 0.8682 [06/27 16:15:31] Vis4D INFO: Epoch 1: 30200/75000, ETA: 0:37:07, 20.11it/s, loss: 0.3850, loss_seg: 0.3850, _pixel_acc: 0.8798 [06/27 16:15:40] Vis4D INFO: Epoch 1: 30250/75000, ETA: 0:37:14, 20.03it/s, loss: 0.3510, loss_seg: 0.3510, _pixel_acc: 0.8911 [06/27 16:15:48] Vis4D INFO: Epoch 1: 30300/75000, ETA: 0:37:20, 19.95it/s, loss: 0.3901, loss_seg: 0.3901, _pixel_acc: 0.8795 [06/27 16:15:57] Vis4D INFO: Epoch 1: 30350/75000, ETA: 0:37:26, 19.87it/s, loss: 0.4325, loss_seg: 0.4325, _pixel_acc: 0.8650 [06/27 16:16:05] Vis4D INFO: Epoch 1: 30400/75000, ETA: 0:37:32, 19.80it/s, loss: 0.4140, loss_seg: 0.4140, _pixel_acc: 0.8706 [06/27 16:16:14] Vis4D INFO: Epoch 1: 30450/75000, ETA: 0:37:39, 19.72it/s, loss: 0.3893, loss_seg: 0.3893, _pixel_acc: 0.8762 [06/27 16:16:23] Vis4D INFO: Epoch 1: 30500/75000, ETA: 0:37:45, 19.64it/s, loss: 0.3833, loss_seg: 0.3833, _pixel_acc: 0.8816 [06/27 16:16:31] Vis4D INFO: Epoch 1: 30550/75000, ETA: 0:37:52, 19.56it/s, loss: 0.3486, loss_seg: 0.3486, _pixel_acc: 0.8921 [06/27 16:16:40] Vis4D INFO: Epoch 1: 30600/75000, ETA: 0:37:57, 19.49it/s, loss: 0.4009, loss_seg: 0.4009, _pixel_acc: 0.8759 [06/27 16:16:48] Vis4D INFO: Epoch 1: 30650/75000, ETA: 0:38:04, 19.42it/s, loss: 0.3828, loss_seg: 0.3828, _pixel_acc: 0.8841 [06/27 16:16:57] Vis4D INFO: Epoch 1: 30700/75000, ETA: 0:38:10, 19.34it/s, loss: 0.3781, loss_seg: 0.3781, _pixel_acc: 0.8818 [06/27 16:17:06] Vis4D INFO: Epoch 1: 30750/75000, ETA: 0:38:16, 19.27it/s, loss: 0.4052, loss_seg: 0.4052, _pixel_acc: 0.8744 [06/27 16:17:13] Vis4D INFO: Epoch 1: 30800/75000, ETA: 0:38:21, 19.20it/s, loss: 0.3973, loss_seg: 0.3973, _pixel_acc: 0.8768 [06/27 16:17:22] Vis4D INFO: Epoch 1: 30850/75000, ETA: 0:38:27, 19.13it/s, loss: 0.4125, loss_seg: 0.4125, _pixel_acc: 0.8743 [06/27 16:17:30] Vis4D INFO: Epoch 1: 30900/75000, ETA: 0:38:32, 19.07it/s, loss: 0.3400, loss_seg: 0.3400, _pixel_acc: 0.8929 [06/27 16:17:39] Vis4D INFO: Epoch 1: 30950/75000, ETA: 0:38:38, 19.00it/s, loss: 0.4263, loss_seg: 0.4263, _pixel_acc: 0.8710 [06/27 16:17:46] Vis4D INFO: Epoch 1: 31000/75000, ETA: 0:38:42, 18.94it/s, loss: 0.4469, loss_seg: 0.4469, _pixel_acc: 0.8635 [06/27 16:17:54] Vis4D INFO: Epoch 1: 31050/75000, ETA: 0:38:47, 18.88it/s, loss: 0.3787, loss_seg: 0.3787, _pixel_acc: 0.8825 [06/27 16:18:02] Vis4D INFO: Epoch 1: 31100/75000, ETA: 0:38:52, 18.82it/s, loss: 0.3729, loss_seg: 0.3729, _pixel_acc: 0.8866 [06/27 16:18:10] Vis4D INFO: Epoch 1: 31150/75000, ETA: 0:38:56, 18.76it/s, loss: 0.3955, loss_seg: 0.3955, _pixel_acc: 0.8800 [06/27 16:18:18] Vis4D INFO: Epoch 1: 31200/75000, ETA: 0:39:01, 18.71it/s, loss: 0.3453, loss_seg: 0.3453, _pixel_acc: 0.8918 [06/27 16:18:26] Vis4D INFO: Epoch 1: 31250/75000, ETA: 0:39:06, 18.65it/s, loss: 0.4091, loss_seg: 0.4091, _pixel_acc: 0.8716 [06/27 16:18:34] Vis4D INFO: Epoch 1: 31300/75000, ETA: 0:39:11, 18.58it/s, loss: 0.3878, loss_seg: 0.3878, _pixel_acc: 0.8799 [06/27 16:18:42] Vis4D INFO: Epoch 1: 31350/75000, ETA: 0:39:15, 18.53it/s, loss: 0.3738, loss_seg: 0.3738, _pixel_acc: 0.8833 [06/27 16:18:49] Vis4D INFO: Epoch 1: 31400/75000, ETA: 0:39:19, 18.48it/s, loss: 0.4279, loss_seg: 0.4279, _pixel_acc: 0.8729 [06/27 16:18:57] Vis4D INFO: Epoch 1: 31450/75000, ETA: 0:39:24, 18.42it/s, loss: 0.4215, loss_seg: 0.4215, _pixel_acc: 0.8689 [06/27 16:19:05] Vis4D INFO: Epoch 1: 31500/75000, ETA: 0:39:29, 18.36it/s, loss: 0.4439, loss_seg: 0.4439, _pixel_acc: 0.8650 [06/27 16:19:14] Vis4D INFO: Epoch 1: 31550/75000, ETA: 0:39:34, 18.30it/s, loss: 0.3783, loss_seg: 0.3783, _pixel_acc: 0.8859 [06/27 16:19:21] Vis4D INFO: Epoch 1: 31600/75000, ETA: 0:39:38, 18.25it/s, loss: 0.3559, loss_seg: 0.3559, _pixel_acc: 0.8893 [06/27 16:19:29] Vis4D INFO: Epoch 1: 31650/75000, ETA: 0:39:42, 18.19it/s, loss: 0.3684, loss_seg: 0.3684, _pixel_acc: 0.8858 [06/27 16:19:37] Vis4D INFO: Epoch 1: 31700/75000, ETA: 0:39:46, 18.14it/s, loss: 0.3448, loss_seg: 0.3448, _pixel_acc: 0.8964 [06/27 16:19:44] Vis4D INFO: Epoch 1: 31750/75000, ETA: 0:39:50, 18.10it/s, loss: 0.3688, loss_seg: 0.3688, _pixel_acc: 0.8859 [06/27 16:19:52] Vis4D INFO: Epoch 1: 31800/75000, ETA: 0:39:53, 18.05it/s, loss: 0.3895, loss_seg: 0.3895, _pixel_acc: 0.8800 [06/27 16:19:59] Vis4D INFO: Epoch 1: 31850/75000, ETA: 0:39:56, 18.00it/s, loss: 0.3530, loss_seg: 0.3530, _pixel_acc: 0.8902 [06/27 16:20:06] Vis4D INFO: Epoch 1: 31900/75000, ETA: 0:39:59, 17.96it/s, loss: 0.3501, loss_seg: 0.3501, _pixel_acc: 0.8914 [06/27 16:20:13] Vis4D INFO: Epoch 1: 31950/75000, ETA: 0:40:03, 17.91it/s, loss: 0.3743, loss_seg: 0.3743, _pixel_acc: 0.8831 [06/27 16:20:21] Vis4D INFO: Epoch 1: 32000/75000, ETA: 0:40:07, 17.86it/s, loss: 0.3485, loss_seg: 0.3485, _pixel_acc: 0.8927 [06/27 16:20:29] Vis4D INFO: Epoch 1: 32050/75000, ETA: 0:40:11, 17.81it/s, loss: 0.3904, loss_seg: 0.3904, _pixel_acc: 0.8769 [06/27 16:20:37] Vis4D INFO: Epoch 1: 32100/75000, ETA: 0:40:14, 17.76it/s, loss: 0.3900, loss_seg: 0.3900, _pixel_acc: 0.8795 [06/27 16:20:45] Vis4D INFO: Epoch 1: 32150/75000, ETA: 0:40:18, 17.71it/s, loss: 0.3522, loss_seg: 0.3522, _pixel_acc: 0.8898 [06/27 16:20:52] Vis4D INFO: Epoch 1: 32200/75000, ETA: 0:40:22, 17.67it/s, loss: 0.3713, loss_seg: 0.3713, _pixel_acc: 0.8839 [06/27 16:21:00] Vis4D INFO: Epoch 1: 32250/75000, ETA: 0:40:26, 17.62it/s, loss: 0.3396, loss_seg: 0.3396, _pixel_acc: 0.8944 [06/27 16:21:07] Vis4D INFO: Epoch 1: 32300/75000, ETA: 0:40:29, 17.58it/s, loss: 0.3692, loss_seg: 0.3692, _pixel_acc: 0.8888 [06/27 16:21:15] Vis4D INFO: Epoch 1: 32350/75000, ETA: 0:40:33, 17.53it/s, loss: 0.3680, loss_seg: 0.3680, _pixel_acc: 0.8871 [06/27 16:21:23] Vis4D INFO: Epoch 1: 32400/75000, ETA: 0:40:36, 17.49it/s, loss: 0.3691, loss_seg: 0.3691, _pixel_acc: 0.8852 [06/27 16:21:30] Vis4D INFO: Epoch 1: 32450/75000, ETA: 0:40:39, 17.44it/s, loss: 0.3555, loss_seg: 0.3555, _pixel_acc: 0.8895 [06/27 16:21:37] Vis4D INFO: Epoch 1: 32500/75000, ETA: 0:40:42, 17.40it/s, loss: 0.4277, loss_seg: 0.4277, _pixel_acc: 0.8686 [06/27 16:21:46] Vis4D INFO: Epoch 1: 32550/75000, ETA: 0:40:46, 17.35it/s, loss: 0.3887, loss_seg: 0.3887, _pixel_acc: 0.8796 [06/27 16:21:53] Vis4D INFO: Epoch 1: 32600/75000, ETA: 0:40:49, 17.31it/s, loss: 0.3510, loss_seg: 0.3510, _pixel_acc: 0.8905 [06/27 16:22:00] Vis4D INFO: Epoch 1: 32650/75000, ETA: 0:40:52, 17.27it/s, loss: 0.3684, loss_seg: 0.3684, _pixel_acc: 0.8855 [06/27 16:22:07] Vis4D INFO: Epoch 1: 32700/75000, ETA: 0:40:54, 17.23it/s, loss: 0.3552, loss_seg: 0.3552, _pixel_acc: 0.8890 [06/27 16:22:15] Vis4D INFO: Epoch 1: 32750/75000, ETA: 0:40:57, 17.19it/s, loss: 0.3316, loss_seg: 0.3316, _pixel_acc: 0.8953 [06/27 16:22:22] Vis4D INFO: Epoch 1: 32800/75000, ETA: 0:41:00, 17.15it/s, loss: 0.3622, loss_seg: 0.3622, _pixel_acc: 0.8833 [06/27 16:22:29] Vis4D INFO: Epoch 1: 32850/75000, ETA: 0:41:02, 17.12it/s, loss: 0.3642, loss_seg: 0.3642, _pixel_acc: 0.8872 [06/27 16:22:36] Vis4D INFO: Epoch 1: 32900/75000, ETA: 0:41:05, 17.08it/s, loss: 0.3680, loss_seg: 0.3680, _pixel_acc: 0.8872 [06/27 16:22:43] Vis4D INFO: Epoch 1: 32950/75000, ETA: 0:41:07, 17.04it/s, loss: 0.3661, loss_seg: 0.3661, _pixel_acc: 0.8855 [06/27 16:22:51] Vis4D INFO: Epoch 1: 33000/75000, ETA: 0:41:10, 17.00it/s, loss: 0.3664, loss_seg: 0.3664, _pixel_acc: 0.8858 [06/27 16:22:58] Vis4D INFO: Epoch 1: 33050/75000, ETA: 0:41:12, 16.96it/s, loss: 0.3478, loss_seg: 0.3478, _pixel_acc: 0.8925 [06/27 16:23:05] Vis4D INFO: Epoch 1: 33100/75000, ETA: 0:41:15, 16.93it/s, loss: 0.3262, loss_seg: 0.3262, _pixel_acc: 0.8971 [06/27 16:23:12] Vis4D INFO: Epoch 1: 33150/75000, ETA: 0:41:17, 16.89it/s, loss: 0.3232, loss_seg: 0.3232, _pixel_acc: 0.8986 [06/27 16:23:19] Vis4D INFO: Epoch 1: 33200/75000, ETA: 0:41:19, 16.86it/s, loss: 0.3556, loss_seg: 0.3556, _pixel_acc: 0.8904 [06/27 16:23:27] Vis4D INFO: Epoch 1: 33250/75000, ETA: 0:41:22, 16.82it/s, loss: 0.3481, loss_seg: 0.3481, _pixel_acc: 0.8904 [06/27 16:23:34] Vis4D INFO: Epoch 1: 33300/75000, ETA: 0:41:24, 16.78it/s, loss: 0.3103, loss_seg: 0.3103, _pixel_acc: 0.9017 [06/27 16:23:41] Vis4D INFO: Epoch 1: 33350/75000, ETA: 0:41:26, 16.75it/s, loss: 0.3787, loss_seg: 0.3787, _pixel_acc: 0.8823 [06/27 16:23:48] Vis4D INFO: Epoch 1: 33400/75000, ETA: 0:41:28, 16.72it/s, loss: 0.3515, loss_seg: 0.3515, _pixel_acc: 0.8874 [06/27 16:23:54] Vis4D INFO: Epoch 1: 33450/75000, ETA: 0:41:29, 16.69it/s, loss: 0.3314, loss_seg: 0.3314, _pixel_acc: 0.8967 [06/27 16:24:01] Vis4D INFO: Epoch 1: 33500/75000, ETA: 0:41:31, 16.66it/s, loss: 0.3346, loss_seg: 0.3346, _pixel_acc: 0.8961 [06/27 16:24:08] Vis4D INFO: Epoch 1: 33550/75000, ETA: 0:41:33, 16.62it/s, loss: 0.3315, loss_seg: 0.3315, _pixel_acc: 0.8989 [06/27 16:24:14] Vis4D INFO: Epoch 1: 33600/75000, ETA: 0:41:34, 16.60it/s, loss: 0.3855, loss_seg: 0.3855, _pixel_acc: 0.8792 [06/27 16:24:21] Vis4D INFO: Epoch 1: 33650/75000, ETA: 0:41:35, 16.57it/s, loss: 0.3428, loss_seg: 0.3428, _pixel_acc: 0.8925 [06/27 16:24:27] Vis4D INFO: Epoch 1: 33700/75000, ETA: 0:41:37, 16.54it/s, loss: 0.3320, loss_seg: 0.3320, _pixel_acc: 0.8973 [06/27 16:24:34] Vis4D INFO: Epoch 1: 33750/75000, ETA: 0:41:39, 16.51it/s, loss: 0.3503, loss_seg: 0.3503, _pixel_acc: 0.8922 [06/27 16:24:41] Vis4D INFO: Epoch 1: 33800/75000, ETA: 0:41:40, 16.48it/s, loss: 0.4492, loss_seg: 0.4492, _pixel_acc: 0.8655 [06/27 16:24:48] Vis4D INFO: Epoch 1: 33850/75000, ETA: 0:41:42, 16.45it/s, loss: 0.3624, loss_seg: 0.3624, _pixel_acc: 0.8888 [06/27 16:24:55] Vis4D INFO: Epoch 1: 33900/75000, ETA: 0:41:43, 16.42it/s, loss: 0.3344, loss_seg: 0.3344, _pixel_acc: 0.8930 [06/27 16:25:02] Vis4D INFO: Epoch 1: 33950/75000, ETA: 0:41:45, 16.39it/s, loss: 0.3604, loss_seg: 0.3604, _pixel_acc: 0.8853 [06/27 16:25:08] Vis4D INFO: Epoch 1: 34000/75000, ETA: 0:41:46, 16.36it/s, loss: 0.3071, loss_seg: 0.3071, _pixel_acc: 0.9034 [06/27 16:25:15] Vis4D INFO: Epoch 1: 34050/75000, ETA: 0:41:48, 16.33it/s, loss: 0.3365, loss_seg: 0.3365, _pixel_acc: 0.8951 [06/27 16:25:22] Vis4D INFO: Epoch 1: 34100/75000, ETA: 0:41:49, 16.30it/s, loss: 0.3745, loss_seg: 0.3745, _pixel_acc: 0.8825 [06/27 16:25:29] Vis4D INFO: Epoch 1: 34150/75000, ETA: 0:41:50, 16.27it/s, loss: 0.3586, loss_seg: 0.3586, _pixel_acc: 0.8855 [06/27 16:25:36] Vis4D INFO: Epoch 1: 34200/75000, ETA: 0:41:53, 16.23it/s, loss: 0.3265, loss_seg: 0.3265, _pixel_acc: 0.8972 [06/27 16:25:43] Vis4D INFO: Epoch 1: 34250/75000, ETA: 0:41:53, 16.21it/s, loss: 0.3310, loss_seg: 0.3310, _pixel_acc: 0.8967 [06/27 16:25:50] Vis4D INFO: Epoch 1: 34300/75000, ETA: 0:41:55, 16.18it/s, loss: 0.3266, loss_seg: 0.3266, _pixel_acc: 0.8973 [06/27 16:25:56] Vis4D INFO: Epoch 1: 34350/75000, ETA: 0:41:56, 16.16it/s, loss: 0.4012, loss_seg: 0.4012, _pixel_acc: 0.8824 [06/27 16:26:03] Vis4D INFO: Epoch 1: 34400/75000, ETA: 0:41:57, 16.13it/s, loss: 0.3784, loss_seg: 0.3784, _pixel_acc: 0.8861 [06/27 16:26:09] Vis4D INFO: Epoch 1: 34450/75000, ETA: 0:41:58, 16.10it/s, loss: 0.4041, loss_seg: 0.4041, _pixel_acc: 0.8749 [06/27 16:26:15] Vis4D INFO: Epoch 1: 34500/75000, ETA: 0:41:58, 16.08it/s, loss: 0.3754, loss_seg: 0.3754, _pixel_acc: 0.8847 [06/27 16:26:23] Vis4D INFO: Epoch 1: 34550/75000, ETA: 0:42:00, 16.05it/s, loss: 0.3399, loss_seg: 0.3399, _pixel_acc: 0.8932 [06/27 16:26:30] Vis4D INFO: Epoch 1: 34600/75000, ETA: 0:42:02, 16.02it/s, loss: 0.3644, loss_seg: 0.3644, _pixel_acc: 0.8835 [06/27 16:26:37] Vis4D INFO: Epoch 1: 34650/75000, ETA: 0:42:03, 15.99it/s, loss: 0.3504, loss_seg: 0.3504, _pixel_acc: 0.8916 [06/27 16:26:43] Vis4D INFO: Epoch 1: 34700/75000, ETA: 0:42:04, 15.96it/s, loss: 0.3686, loss_seg: 0.3686, _pixel_acc: 0.8850 [06/27 16:26:50] Vis4D INFO: Epoch 1: 34750/75000, ETA: 0:42:05, 15.94it/s, loss: 0.3360, loss_seg: 0.3360, _pixel_acc: 0.8946 [06/27 16:26:57] Vis4D INFO: Epoch 1: 34800/75000, ETA: 0:42:06, 15.91it/s, loss: 0.3690, loss_seg: 0.3690, _pixel_acc: 0.8864 [06/27 16:27:04] Vis4D INFO: Epoch 1: 34850/75000, ETA: 0:42:08, 15.88it/s, loss: 0.3486, loss_seg: 0.3486, _pixel_acc: 0.8906 [06/27 16:27:10] Vis4D INFO: Epoch 1: 34900/75000, ETA: 0:42:08, 15.86it/s, loss: 0.3133, loss_seg: 0.3133, _pixel_acc: 0.9022 [06/27 16:27:17] Vis4D INFO: Epoch 1: 34950/75000, ETA: 0:42:09, 15.83it/s, loss: 0.3674, loss_seg: 0.3674, _pixel_acc: 0.8837 [06/27 16:27:23] Vis4D INFO: Epoch 1: 35000/75000, ETA: 0:42:10, 15.81it/s, loss: 0.3458, loss_seg: 0.3458, _pixel_acc: 0.8916 [06/27 16:27:30] Vis4D INFO: Epoch 1: 35050/75000, ETA: 0:42:11, 15.78it/s, loss: 0.3258, loss_seg: 0.3258, _pixel_acc: 0.8974 [06/27 16:27:37] Vis4D INFO: Epoch 1: 35100/75000, ETA: 0:42:12, 15.76it/s, loss: 0.3761, loss_seg: 0.3761, _pixel_acc: 0.8865 [06/27 16:27:44] Vis4D INFO: Epoch 1: 35150/75000, ETA: 0:42:12, 15.73it/s, loss: 0.3684, loss_seg: 0.3684, _pixel_acc: 0.8864 [06/27 16:27:51] Vis4D INFO: Epoch 1: 35200/75000, ETA: 0:42:13, 15.71it/s, loss: 0.3613, loss_seg: 0.3613, _pixel_acc: 0.8908 [06/27 16:27:58] Vis4D INFO: Epoch 1: 35250/75000, ETA: 0:42:14, 15.68it/s, loss: 0.3917, loss_seg: 0.3917, _pixel_acc: 0.8773 [06/27 16:28:04] Vis4D INFO: Epoch 1: 35300/75000, ETA: 0:42:15, 15.66it/s, loss: 0.3594, loss_seg: 0.3594, _pixel_acc: 0.8873 [06/27 16:28:10] Vis4D INFO: Epoch 1: 35350/75000, ETA: 0:42:15, 15.64it/s, loss: 0.3783, loss_seg: 0.3783, _pixel_acc: 0.8824 [06/27 16:28:17] Vis4D INFO: Epoch 1: 35400/75000, ETA: 0:42:16, 15.61it/s, loss: 0.3945, loss_seg: 0.3945, _pixel_acc: 0.8748 [06/27 16:28:23] Vis4D INFO: Epoch 1: 35450/75000, ETA: 0:42:16, 15.59it/s, loss: 0.3871, loss_seg: 0.3871, _pixel_acc: 0.8795 [06/27 16:28:29] Vis4D INFO: Epoch 1: 35500/75000, ETA: 0:42:16, 15.57it/s, loss: 0.3287, loss_seg: 0.3287, _pixel_acc: 0.8964 [06/27 16:28:35] Vis4D INFO: Epoch 1: 35550/75000, ETA: 0:42:16, 15.55it/s, loss: 0.4113, loss_seg: 0.4113, _pixel_acc: 0.8763 [06/27 16:28:43] Vis4D INFO: Epoch 1: 35600/75000, ETA: 0:42:17, 15.53it/s, loss: 0.3821, loss_seg: 0.3821, _pixel_acc: 0.8820 [06/27 16:28:49] Vis4D INFO: Epoch 1: 35650/75000, ETA: 0:42:17, 15.51it/s, loss: 0.4199, loss_seg: 0.4199, _pixel_acc: 0.8717 [06/27 16:28:55] Vis4D INFO: Epoch 1: 35700/75000, ETA: 0:42:17, 15.49it/s, loss: 0.3872, loss_seg: 0.3872, _pixel_acc: 0.8790 [06/27 16:29:01] Vis4D INFO: Epoch 1: 35750/75000, ETA: 0:42:18, 15.46it/s, loss: 0.4062, loss_seg: 0.4062, _pixel_acc: 0.8755 [06/27 16:29:08] Vis4D INFO: Epoch 1: 35800/75000, ETA: 0:42:18, 15.44it/s, loss: 0.4250, loss_seg: 0.4250, _pixel_acc: 0.8714 [06/27 16:29:15] Vis4D INFO: Epoch 1: 35850/75000, ETA: 0:42:19, 15.42it/s, loss: 0.3657, loss_seg: 0.3657, _pixel_acc: 0.8854 [06/27 16:29:22] Vis4D INFO: Epoch 1: 35900/75000, ETA: 0:42:19, 15.40it/s, loss: 0.3427, loss_seg: 0.3427, _pixel_acc: 0.8909 [06/27 16:29:28] Vis4D INFO: Epoch 1: 35950/75000, ETA: 0:42:19, 15.38it/s, loss: 0.3774, loss_seg: 0.3774, _pixel_acc: 0.8822 [06/27 16:29:35] Vis4D INFO: Epoch 1: 36000/75000, ETA: 0:42:20, 15.35it/s, loss: 0.3362, loss_seg: 0.3362, _pixel_acc: 0.8952 [06/27 16:29:41] Vis4D INFO: Epoch 1: 36050/75000, ETA: 0:42:20, 15.33it/s, loss: 0.3656, loss_seg: 0.3656, _pixel_acc: 0.8861 [06/27 16:29:47] Vis4D INFO: Epoch 1: 36100/75000, ETA: 0:42:20, 15.31it/s, loss: 0.3565, loss_seg: 0.3565, _pixel_acc: 0.8880 [06/27 16:29:53] Vis4D INFO: Epoch 1: 36150/75000, ETA: 0:42:20, 15.29it/s, loss: 0.3305, loss_seg: 0.3305, _pixel_acc: 0.8961 [06/27 16:30:00] Vis4D INFO: Epoch 1: 36200/75000, ETA: 0:42:20, 15.27it/s, loss: 0.3814, loss_seg: 0.3814, _pixel_acc: 0.8829 [06/27 16:30:06] Vis4D INFO: Epoch 1: 36250/75000, ETA: 0:42:20, 15.26it/s, loss: 0.3545, loss_seg: 0.3545, _pixel_acc: 0.8892 [06/27 16:30:12] Vis4D INFO: Epoch 1: 36300/75000, ETA: 0:42:20, 15.24it/s, loss: 0.3376, loss_seg: 0.3376, _pixel_acc: 0.8943 [06/27 16:30:18] Vis4D INFO: Epoch 1: 36350/75000, ETA: 0:42:19, 15.22it/s, loss: 0.3470, loss_seg: 0.3470, _pixel_acc: 0.8927 [06/27 16:30:24] Vis4D INFO: Epoch 1: 36400/75000, ETA: 0:42:19, 15.20it/s, loss: 0.4048, loss_seg: 0.4048, _pixel_acc: 0.8715 [06/27 16:30:30] Vis4D INFO: Epoch 1: 36450/75000, ETA: 0:42:19, 15.18it/s, loss: 0.3241, loss_seg: 0.3241, _pixel_acc: 0.8970 [06/27 16:30:37] Vis4D INFO: Epoch 1: 36500/75000, ETA: 0:42:19, 15.16it/s, loss: 0.3639, loss_seg: 0.3639, _pixel_acc: 0.8867 [06/27 16:30:43] Vis4D INFO: Epoch 1: 36550/75000, ETA: 0:42:18, 15.14it/s, loss: 0.3340, loss_seg: 0.3340, _pixel_acc: 0.8964 [06/27 16:30:49] Vis4D INFO: Epoch 1: 36600/75000, ETA: 0:42:18, 15.13it/s, loss: 0.3597, loss_seg: 0.3597, _pixel_acc: 0.8876 [06/27 16:30:56] Vis4D INFO: Epoch 1: 36650/75000, ETA: 0:42:19, 15.10it/s, loss: 0.3814, loss_seg: 0.3814, _pixel_acc: 0.8826 [06/27 16:31:03] Vis4D INFO: Epoch 1: 36700/75000, ETA: 0:42:19, 15.08it/s, loss: 0.3785, loss_seg: 0.3785, _pixel_acc: 0.8845 [06/27 16:31:09] Vis4D INFO: Epoch 1: 36750/75000, ETA: 0:42:19, 15.06it/s, loss: 0.3539, loss_seg: 0.3539, _pixel_acc: 0.8901 [06/27 16:31:16] Vis4D INFO: Epoch 1: 36800/75000, ETA: 0:42:18, 15.05it/s, loss: 0.3444, loss_seg: 0.3444, _pixel_acc: 0.8938 [06/27 16:31:22] Vis4D INFO: Epoch 1: 36850/75000, ETA: 0:42:18, 15.03it/s, loss: 0.3121, loss_seg: 0.3121, _pixel_acc: 0.9019 [06/27 16:31:28] Vis4D INFO: Epoch 1: 36900/75000, ETA: 0:42:18, 15.01it/s, loss: 0.3171, loss_seg: 0.3171, _pixel_acc: 0.9000 [06/27 16:31:34] Vis4D INFO: Epoch 1: 36950/75000, ETA: 0:42:17, 15.00it/s, loss: 0.3320, loss_seg: 0.3320, _pixel_acc: 0.8945 [06/27 16:31:40] Vis4D INFO: Epoch 1: 37000/75000, ETA: 0:42:16, 14.98it/s, loss: 0.3371, loss_seg: 0.3371, _pixel_acc: 0.8963 [06/27 16:31:46] Vis4D INFO: Epoch 1: 37050/75000, ETA: 0:42:16, 14.96it/s, loss: 0.3395, loss_seg: 0.3395, _pixel_acc: 0.8943 [06/27 16:31:53] Vis4D INFO: Epoch 1: 37100/75000, ETA: 0:42:16, 14.94it/s, loss: 0.3586, loss_seg: 0.3586, _pixel_acc: 0.8878 [06/27 16:31:59] Vis4D INFO: Epoch 1: 37150/75000, ETA: 0:42:15, 14.93it/s, loss: 0.3252, loss_seg: 0.3252, _pixel_acc: 0.8983 [06/27 16:32:05] Vis4D INFO: Epoch 1: 37200/75000, ETA: 0:42:16, 14.91it/s, loss: 0.3703, loss_seg: 0.3703, _pixel_acc: 0.8861 [06/27 16:32:11] Vis4D INFO: Epoch 1: 37250/75000, ETA: 0:42:15, 14.89it/s, loss: 0.3533, loss_seg: 0.3533, _pixel_acc: 0.8903 [06/27 16:32:17] Vis4D INFO: Epoch 1: 37300/75000, ETA: 0:42:14, 14.88it/s, loss: 0.2974, loss_seg: 0.2974, _pixel_acc: 0.9062 [06/27 16:32:23] Vis4D INFO: Epoch 1: 37350/75000, ETA: 0:42:13, 14.86it/s, loss: 0.3551, loss_seg: 0.3551, _pixel_acc: 0.8866 [06/27 16:32:29] Vis4D INFO: Epoch 1: 37400/75000, ETA: 0:42:12, 14.85it/s, loss: 0.2952, loss_seg: 0.2952, _pixel_acc: 0.9064 [06/27 16:32:35] Vis4D INFO: Epoch 1: 37450/75000, ETA: 0:42:12, 14.83it/s, loss: 0.3006, loss_seg: 0.3006, _pixel_acc: 0.9048 [06/27 16:32:41] Vis4D INFO: Epoch 1: 37500/75000, ETA: 0:42:11, 14.81it/s, loss: 0.3312, loss_seg: 0.3312, _pixel_acc: 0.8966 [06/27 16:32:47] Vis4D INFO: Epoch 1: 37550/75000, ETA: 0:42:10, 14.80it/s, loss: 0.3805, loss_seg: 0.3805, _pixel_acc: 0.8797 [06/27 16:32:53] Vis4D INFO: Epoch 1: 37600/75000, ETA: 0:42:10, 14.78it/s, loss: 0.3146, loss_seg: 0.3146, _pixel_acc: 0.8980 [06/27 16:33:00] Vis4D INFO: Epoch 1: 37650/75000, ETA: 0:42:09, 14.77it/s, loss: 0.3166, loss_seg: 0.3166, _pixel_acc: 0.9002 [06/27 16:33:05] Vis4D INFO: Epoch 1: 37700/75000, ETA: 0:42:08, 14.75it/s, loss: 0.3244, loss_seg: 0.3244, _pixel_acc: 0.8968 [06/27 16:33:11] Vis4D INFO: Epoch 1: 37750/75000, ETA: 0:42:07, 14.74it/s, loss: 0.3020, loss_seg: 0.3020, _pixel_acc: 0.9052 [06/27 16:33:17] Vis4D INFO: Epoch 1: 37800/75000, ETA: 0:42:06, 14.72it/s, loss: 0.3488, loss_seg: 0.3488, _pixel_acc: 0.8893 [06/27 16:33:24] Vis4D INFO: Epoch 1: 37850/75000, ETA: 0:42:06, 14.70it/s, loss: 0.3726, loss_seg: 0.3726, _pixel_acc: 0.8879 [06/27 16:33:30] Vis4D INFO: Epoch 1: 37900/75000, ETA: 0:42:06, 14.69it/s, loss: 0.3675, loss_seg: 0.3675, _pixel_acc: 0.8874 [06/27 16:33:36] Vis4D INFO: Epoch 1: 37950/75000, ETA: 0:42:05, 14.67it/s, loss: 0.3124, loss_seg: 0.3124, _pixel_acc: 0.9030 [06/27 16:33:42] Vis4D INFO: Epoch 1: 38000/75000, ETA: 0:42:04, 14.66it/s, loss: 0.3067, loss_seg: 0.3067, _pixel_acc: 0.9032 [06/27 16:33:48] Vis4D INFO: Epoch 1: 38050/75000, ETA: 0:42:03, 14.64it/s, loss: 0.3312, loss_seg: 0.3312, _pixel_acc: 0.8966 [06/27 16:33:55] Vis4D INFO: Epoch 1: 38100/75000, ETA: 0:42:03, 14.63it/s, loss: 0.3679, loss_seg: 0.3679, _pixel_acc: 0.8868 [06/27 16:34:01] Vis4D INFO: Epoch 1: 38150/75000, ETA: 0:42:02, 14.61it/s, loss: 0.3265, loss_seg: 0.3265, _pixel_acc: 0.8966 [06/27 16:34:07] Vis4D INFO: Epoch 1: 38200/75000, ETA: 0:42:01, 14.60it/s, loss: 0.3446, loss_seg: 0.3446, _pixel_acc: 0.8938 [06/27 16:34:13] Vis4D INFO: Epoch 1: 38250/75000, ETA: 0:42:00, 14.58it/s, loss: 0.3400, loss_seg: 0.3400, _pixel_acc: 0.8952 [06/27 16:34:19] Vis4D INFO: Epoch 1: 38300/75000, ETA: 0:41:59, 14.57it/s, loss: 0.3338, loss_seg: 0.3338, _pixel_acc: 0.8968 [06/27 16:34:25] Vis4D INFO: Epoch 1: 38350/75000, ETA: 0:41:58, 14.55it/s, loss: 0.3357, loss_seg: 0.3357, _pixel_acc: 0.8954 [06/27 16:34:30] Vis4D INFO: Epoch 1: 38400/75000, ETA: 0:41:57, 14.54it/s, loss: 0.3867, loss_seg: 0.3867, _pixel_acc: 0.8765 [06/27 16:34:37] Vis4D INFO: Epoch 1: 38450/75000, ETA: 0:41:56, 14.53it/s, loss: 0.3562, loss_seg: 0.3562, _pixel_acc: 0.8895 [06/27 16:34:45] Vis4D INFO: Epoch 1: 38500/75000, ETA: 0:41:57, 14.50it/s, loss: 0.3445, loss_seg: 0.3445, _pixel_acc: 0.8943 [06/27 16:34:51] Vis4D INFO: Epoch 1: 38550/75000, ETA: 0:41:56, 14.49it/s, loss: 0.3287, loss_seg: 0.3287, _pixel_acc: 0.8954 [06/27 16:34:57] Vis4D INFO: Epoch 1: 38600/75000, ETA: 0:41:55, 14.47it/s, loss: 0.3658, loss_seg: 0.3658, _pixel_acc: 0.8848 [06/27 16:35:03] Vis4D INFO: Epoch 1: 38650/75000, ETA: 0:41:54, 14.46it/s, loss: 0.3227, loss_seg: 0.3227, _pixel_acc: 0.9019 [06/27 16:35:09] Vis4D INFO: Epoch 1: 38700/75000, ETA: 0:41:53, 14.44it/s, loss: 0.3241, loss_seg: 0.3241, _pixel_acc: 0.9002 [06/27 16:35:15] Vis4D INFO: Epoch 1: 38750/75000, ETA: 0:41:51, 14.43it/s, loss: 0.3256, loss_seg: 0.3256, _pixel_acc: 0.8993 [06/27 16:35:21] Vis4D INFO: Epoch 1: 38800/75000, ETA: 0:41:51, 14.41it/s, loss: 0.3348, loss_seg: 0.3348, _pixel_acc: 0.8933 [06/27 16:35:27] Vis4D INFO: Epoch 1: 38850/75000, ETA: 0:41:50, 14.40it/s, loss: 0.3806, loss_seg: 0.3806, _pixel_acc: 0.8829 [06/27 16:35:34] Vis4D INFO: Epoch 1: 38900/75000, ETA: 0:41:49, 14.39it/s, loss: 0.3289, loss_seg: 0.3289, _pixel_acc: 0.8972 [06/27 16:35:40] Vis4D INFO: Epoch 1: 38950/75000, ETA: 0:41:48, 14.37it/s, loss: 0.3082, loss_seg: 0.3082, _pixel_acc: 0.9033 [06/27 16:35:46] Vis4D INFO: Epoch 1: 39000/75000, ETA: 0:41:47, 14.36it/s, loss: 0.3059, loss_seg: 0.3059, _pixel_acc: 0.9037 [06/27 16:35:52] Vis4D INFO: Epoch 1: 39050/75000, ETA: 0:41:46, 14.34it/s, loss: 0.3197, loss_seg: 0.3197, _pixel_acc: 0.8986 [06/27 16:35:58] Vis4D INFO: Epoch 1: 39100/75000, ETA: 0:41:44, 14.33it/s, loss: 0.3430, loss_seg: 0.3430, _pixel_acc: 0.8933 [06/27 16:36:04] Vis4D INFO: Epoch 1: 39150/75000, ETA: 0:41:43, 14.32it/s, loss: 0.3333, loss_seg: 0.3333, _pixel_acc: 0.8948 [06/27 16:36:10] Vis4D INFO: Epoch 1: 39200/75000, ETA: 0:41:42, 14.31it/s, loss: 0.3294, loss_seg: 0.3294, _pixel_acc: 0.8942 [06/27 16:36:16] Vis4D INFO: Epoch 1: 39250/75000, ETA: 0:41:41, 14.29it/s, loss: 0.3601, loss_seg: 0.3601, _pixel_acc: 0.8864 [06/27 16:36:22] Vis4D INFO: Epoch 1: 39300/75000, ETA: 0:41:39, 14.28it/s, loss: 0.3395, loss_seg: 0.3395, _pixel_acc: 0.8931 [06/27 16:36:27] Vis4D INFO: Epoch 1: 39350/75000, ETA: 0:41:38, 14.27it/s, loss: 0.3100, loss_seg: 0.3100, _pixel_acc: 0.9006 [06/27 16:36:33] Vis4D INFO: Epoch 1: 39400/75000, ETA: 0:41:37, 14.26it/s, loss: 0.3072, loss_seg: 0.3072, _pixel_acc: 0.9046 [06/27 16:36:39] Vis4D INFO: Epoch 1: 39450/75000, ETA: 0:41:35, 14.24it/s, loss: 0.3195, loss_seg: 0.3195, _pixel_acc: 0.8980 [06/27 16:36:46] Vis4D INFO: Epoch 1: 39500/75000, ETA: 0:41:34, 14.23it/s, loss: 0.3170, loss_seg: 0.3170, _pixel_acc: 0.9003 [06/27 16:36:52] Vis4D INFO: Epoch 1: 39550/75000, ETA: 0:41:33, 14.22it/s, loss: 0.3555, loss_seg: 0.3555, _pixel_acc: 0.8888 [06/27 16:36:58] Vis4D INFO: Epoch 1: 39600/75000, ETA: 0:41:32, 14.20it/s, loss: 0.3026, loss_seg: 0.3026, _pixel_acc: 0.9056 [06/27 16:37:04] Vis4D INFO: Epoch 1: 39650/75000, ETA: 0:41:31, 14.19it/s, loss: 0.3038, loss_seg: 0.3038, _pixel_acc: 0.9046 [06/27 16:37:10] Vis4D INFO: Epoch 1: 39700/75000, ETA: 0:41:29, 14.18it/s, loss: 0.3414, loss_seg: 0.3414, _pixel_acc: 0.8961 [06/27 16:37:16] Vis4D INFO: Epoch 1: 39750/75000, ETA: 0:41:28, 14.17it/s, loss: 0.3992, loss_seg: 0.3992, _pixel_acc: 0.8783 [06/27 16:37:22] Vis4D INFO: Epoch 1: 39800/75000, ETA: 0:41:26, 14.15it/s, loss: 0.3207, loss_seg: 0.3207, _pixel_acc: 0.8990 [06/27 16:37:27] Vis4D INFO: Epoch 1: 39850/75000, ETA: 0:41:25, 14.14it/s, loss: 0.3245, loss_seg: 0.3245, _pixel_acc: 0.8974 [06/27 16:37:33] Vis4D INFO: Epoch 1: 39900/75000, ETA: 0:41:23, 14.13it/s, loss: 0.3333, loss_seg: 0.3333, _pixel_acc: 0.8936 [06/27 16:37:39] Vis4D INFO: Epoch 1: 39950/75000, ETA: 0:41:22, 14.12it/s, loss: 0.3072, loss_seg: 0.3072, _pixel_acc: 0.9058 [06/27 16:37:45] Vis4D INFO: Epoch 1: 40000/75000, ETA: 0:41:21, 14.11it/s, loss: 0.3597, loss_seg: 0.3597, _pixel_acc: 0.8875 [06/27 16:37:51] Vis4D INFO: Testing: 50/12500, ETA: 0:25:21, 8.18it/s [06/27 16:37:57] Vis4D INFO: Testing: 100/12500, ETA: 0:25:05, 8.24it/s [06/27 16:38:04] Vis4D INFO: Testing: 150/12500, ETA: 0:24:54, 8.27it/s [06/27 16:38:10] Vis4D INFO: Testing: 200/12500, ETA: 0:24:49, 8.26it/s [06/27 16:38:15] Vis4D INFO: Testing: 250/12500, ETA: 0:24:33, 8.31it/s [06/27 16:38:21] Vis4D INFO: Testing: 300/12500, ETA: 0:24:19, 8.36it/s [06/27 16:38:27] Vis4D INFO: Testing: 350/12500, ETA: 0:24:15, 8.35it/s [06/27 16:38:33] Vis4D INFO: Testing: 400/12500, ETA: 0:24:06, 8.37it/s [06/27 16:38:39] Vis4D INFO: Testing: 450/12500, ETA: 0:23:55, 8.39it/s [06/27 16:38:45] Vis4D INFO: Testing: 500/12500, ETA: 0:23:49, 8.40it/s [06/27 16:38:51] Vis4D INFO: Testing: 550/12500, ETA: 0:23:39, 8.42it/s [06/27 16:38:57] Vis4D INFO: Testing: 600/12500, ETA: 0:23:33, 8.42it/s [06/27 16:39:03] Vis4D INFO: Testing: 650/12500, ETA: 0:23:28, 8.41it/s [06/27 16:39:08] Vis4D INFO: Testing: 700/12500, ETA: 0:23:21, 8.42it/s [06/27 16:39:14] Vis4D INFO: Testing: 750/12500, ETA: 0:23:14, 8.43it/s [06/27 16:39:20] Vis4D INFO: Testing: 800/12500, ETA: 0:23:08, 8.42it/s [06/27 16:39:26] Vis4D INFO: Testing: 850/12500, ETA: 0:23:00, 8.44it/s [06/27 16:39:32] Vis4D INFO: Testing: 900/12500, ETA: 0:22:54, 8.44it/s [06/27 16:39:38] Vis4D INFO: Testing: 950/12500, ETA: 0:22:47, 8.45it/s [06/27 16:39:44] Vis4D INFO: Testing: 1000/12500, ETA: 0:22:39, 8.46it/s [06/27 16:39:50] Vis4D INFO: Testing: 1050/12500, ETA: 0:22:36, 8.44it/s [06/27 16:39:56] Vis4D INFO: Testing: 1100/12500, ETA: 0:22:30, 8.44it/s [06/27 16:40:02] Vis4D INFO: Testing: 1150/12500, ETA: 0:22:23, 8.45it/s [06/27 16:40:07] Vis4D INFO: Testing: 1200/12500, ETA: 0:22:16, 8.45it/s [06/27 16:40:13] Vis4D INFO: Testing: 1250/12500, ETA: 0:22:10, 8.46it/s [06/27 16:40:19] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:04, 8.46it/s [06/27 16:40:25] Vis4D INFO: Testing: 1350/12500, ETA: 0:21:57, 8.46it/s [06/27 16:40:31] Vis4D INFO: Testing: 1400/12500, ETA: 0:21:51, 8.47it/s [06/27 16:40:37] Vis4D INFO: Testing: 1450/12500, ETA: 0:21:45, 8.46it/s [06/27 16:40:43] Vis4D INFO: Testing: 1500/12500, ETA: 0:21:40, 8.46it/s [06/27 16:40:49] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:35, 8.45it/s [06/27 16:40:55] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:29, 8.45it/s [06/27 16:41:00] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:22, 8.46it/s [06/27 16:41:06] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:16, 8.46it/s [06/27 16:41:12] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:09, 8.46it/s [06/27 16:41:18] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:03, 8.47it/s [06/27 16:41:24] Vis4D INFO: Testing: 1850/12500, ETA: 0:20:58, 8.47it/s [06/27 16:41:30] Vis4D INFO: Testing: 1900/12500, ETA: 0:20:52, 8.46it/s [06/27 16:41:36] Vis4D INFO: Testing: 1950/12500, ETA: 0:20:46, 8.47it/s [06/27 16:41:41] Vis4D INFO: Testing: 2000/12500, ETA: 0:20:39, 8.47it/s [06/27 16:41:47] Vis4D INFO: Testing: 2050/12500, ETA: 0:20:33, 8.47it/s [06/27 16:41:53] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:27, 8.47it/s [06/27 16:41:59] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:21, 8.47it/s [06/27 16:42:05] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:15, 8.47it/s [06/27 16:42:11] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:09, 8.48it/s [06/27 16:42:17] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:03, 8.48it/s [06/27 16:42:23] Vis4D INFO: Testing: 2350/12500, ETA: 0:19:57, 8.48it/s [06/27 16:42:28] Vis4D INFO: Testing: 2400/12500, ETA: 0:19:51, 8.48it/s [06/27 16:42:34] Vis4D INFO: Testing: 2450/12500, ETA: 0:19:45, 8.48it/s [06/27 16:42:40] Vis4D INFO: Testing: 2500/12500, ETA: 0:19:39, 8.48it/s [06/27 16:42:46] Vis4D INFO: Testing: 2550/12500, ETA: 0:19:33, 8.48it/s [06/27 16:42:52] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:27, 8.48it/s [06/27 16:42:58] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:22, 8.48it/s [06/27 16:43:04] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:16, 8.48it/s [06/27 16:43:10] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:10, 8.48it/s [06/27 16:43:16] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:03, 8.48it/s [06/27 16:43:22] Vis4D INFO: Testing: 2850/12500, ETA: 0:18:58, 8.48it/s [06/27 16:43:27] Vis4D INFO: Testing: 2900/12500, ETA: 0:18:52, 8.48it/s [06/27 16:43:33] Vis4D INFO: Testing: 2950/12500, ETA: 0:18:46, 8.48it/s [06/27 16:43:39] Vis4D INFO: Testing: 3000/12500, ETA: 0:18:40, 8.48it/s [06/27 16:43:45] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:34, 8.48it/s [06/27 16:43:51] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:28, 8.48it/s [06/27 16:43:57] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:22, 8.48it/s [06/27 16:44:03] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:16, 8.48it/s [06/27 16:44:08] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:10, 8.49it/s [06/27 16:44:14] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:04, 8.49it/s [06/27 16:44:20] Vis4D INFO: Testing: 3350/12500, ETA: 0:17:58, 8.48it/s [06/27 16:44:26] Vis4D INFO: Testing: 3400/12500, ETA: 0:17:53, 8.48it/s [06/27 16:44:32] Vis4D INFO: Testing: 3450/12500, ETA: 0:17:47, 8.48it/s [06/27 16:44:38] Vis4D INFO: Testing: 3500/12500, ETA: 0:17:41, 8.48it/s [06/27 16:44:44] Vis4D INFO: Testing: 3550/12500, ETA: 0:17:35, 8.48it/s [06/27 16:44:50] Vis4D INFO: Testing: 3600/12500, ETA: 0:17:29, 8.48it/s [06/27 16:44:56] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:23, 8.48it/s [06/27 16:45:02] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:17, 8.48it/s [06/27 16:45:07] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:11, 8.48it/s [06/27 16:45:13] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:05, 8.49it/s [06/27 16:45:19] Vis4D INFO: Testing: 3850/12500, ETA: 0:16:59, 8.49it/s [06/27 16:45:25] Vis4D INFO: Testing: 3900/12500, ETA: 0:16:53, 8.49it/s [06/27 16:45:31] Vis4D INFO: Testing: 3950/12500, ETA: 0:16:47, 8.49it/s [06/27 16:45:36] Vis4D INFO: Testing: 4000/12500, ETA: 0:16:41, 8.49it/s [06/27 16:45:42] Vis4D INFO: Testing: 4050/12500, ETA: 0:16:35, 8.49it/s [06/27 16:45:48] Vis4D INFO: Testing: 4100/12500, ETA: 0:16:29, 8.49it/s [06/27 16:45:54] Vis4D INFO: Testing: 4150/12500, ETA: 0:16:23, 8.49it/s [06/27 16:46:00] Vis4D INFO: Testing: 4200/12500, ETA: 0:16:17, 8.49it/s [06/27 16:46:06] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:12, 8.49it/s [06/27 16:46:12] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:05, 8.49it/s [06/27 16:46:18] Vis4D INFO: Testing: 4350/12500, ETA: 0:15:59, 8.49it/s [06/27 16:46:24] Vis4D INFO: Testing: 4400/12500, ETA: 0:15:54, 8.49it/s [06/27 16:46:30] Vis4D INFO: Testing: 4450/12500, ETA: 0:15:48, 8.49it/s [06/27 16:46:35] Vis4D INFO: Testing: 4500/12500, ETA: 0:15:42, 8.49it/s [06/27 16:46:41] Vis4D INFO: Testing: 4550/12500, ETA: 0:15:36, 8.49it/s [06/27 16:46:47] Vis4D INFO: Testing: 4600/12500, ETA: 0:15:30, 8.49it/s [06/27 16:46:53] Vis4D INFO: Testing: 4650/12500, ETA: 0:15:24, 8.49it/s [06/27 16:46:59] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:18, 8.49it/s [06/27 16:47:05] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:12, 8.49it/s [06/27 16:47:11] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:06, 8.49it/s [06/27 16:47:16] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:00, 8.49it/s [06/27 16:47:22] Vis4D INFO: Testing: 4900/12500, ETA: 0:14:54, 8.49it/s [06/27 16:47:28] Vis4D INFO: Testing: 4950/12500, ETA: 0:14:49, 8.49it/s [06/27 16:47:34] Vis4D INFO: Testing: 5000/12500, ETA: 0:14:42, 8.49it/s [06/27 16:47:40] Vis4D INFO: Testing: 5050/12500, ETA: 0:14:36, 8.50it/s [06/27 16:47:46] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:30, 8.50it/s [06/27 16:47:52] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:25, 8.50it/s [06/27 16:47:57] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:19, 8.50it/s [06/27 16:48:03] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:13, 8.49it/s [06/27 16:48:09] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:07, 8.49it/s [06/27 16:48:15] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:01, 8.49it/s [06/27 16:48:21] Vis4D INFO: Testing: 5400/12500, ETA: 0:13:55, 8.49it/s [06/27 16:48:27] Vis4D INFO: Testing: 5450/12500, ETA: 0:13:49, 8.49it/s [06/27 16:48:33] Vis4D INFO: Testing: 5500/12500, ETA: 0:13:44, 8.49it/s [06/27 16:48:39] Vis4D INFO: Testing: 5550/12500, ETA: 0:13:38, 8.49it/s [06/27 16:48:45] Vis4D INFO: Testing: 5600/12500, ETA: 0:13:32, 8.50it/s [06/27 16:48:51] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:26, 8.49it/s [06/27 16:48:56] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:20, 8.50it/s [06/27 16:49:02] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:14, 8.50it/s [06/27 16:49:08] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:08, 8.50it/s [06/27 16:49:14] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:02, 8.50it/s [06/27 16:49:20] Vis4D INFO: Testing: 5900/12500, ETA: 0:12:56, 8.50it/s [06/27 16:49:26] Vis4D INFO: Testing: 5950/12500, ETA: 0:12:50, 8.50it/s [06/27 16:49:31] Vis4D INFO: Testing: 6000/12500, ETA: 0:12:44, 8.50it/s [06/27 16:49:37] Vis4D INFO: Testing: 6050/12500, ETA: 0:12:39, 8.50it/s [06/27 16:49:43] Vis4D INFO: Testing: 6100/12500, ETA: 0:12:33, 8.50it/s [06/27 16:49:49] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:27, 8.50it/s [06/27 16:49:55] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:21, 8.50it/s [06/27 16:50:01] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:15, 8.50it/s [06/27 16:50:07] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:09, 8.50it/s [06/27 16:50:13] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:03, 8.50it/s [06/27 16:50:19] Vis4D INFO: Testing: 6400/12500, ETA: 0:11:58, 8.49it/s [06/27 16:50:25] Vis4D INFO: Testing: 6450/12500, ETA: 0:11:52, 8.49it/s [06/27 16:50:31] Vis4D INFO: Testing: 6500/12500, ETA: 0:11:46, 8.49it/s [06/27 16:50:37] Vis4D INFO: Testing: 6550/12500, ETA: 0:11:40, 8.49it/s [06/27 16:50:43] Vis4D INFO: Testing: 6600/12500, ETA: 0:11:35, 8.49it/s [06/27 16:50:49] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:29, 8.49it/s [06/27 16:50:55] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:23, 8.49it/s [06/27 16:51:01] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:17, 8.49it/s [06/27 16:51:06] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:11, 8.49it/s [06/27 16:51:12] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:05, 8.49it/s [06/27 16:51:18] Vis4D INFO: Testing: 6900/12500, ETA: 0:10:59, 8.49it/s [06/27 16:51:24] Vis4D INFO: Testing: 6950/12500, ETA: 0:10:53, 8.49it/s [06/27 16:51:30] Vis4D INFO: Testing: 7000/12500, ETA: 0:10:47, 8.49it/s [06/27 16:51:36] Vis4D INFO: Testing: 7050/12500, ETA: 0:10:42, 8.49it/s [06/27 16:51:42] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:36, 8.49it/s [06/27 16:51:48] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:30, 8.49it/s [06/27 16:51:54] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:24, 8.48it/s [06/27 16:52:00] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:18, 8.48it/s [06/27 16:52:06] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:12, 8.48it/s [06/27 16:52:12] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:06, 8.48it/s [06/27 16:52:17] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:01, 8.49it/s [06/27 16:52:23] Vis4D INFO: Testing: 7450/12500, ETA: 0:09:55, 8.49it/s [06/27 16:52:29] Vis4D INFO: Testing: 7500/12500, ETA: 0:09:49, 8.49it/s [06/27 16:52:35] Vis4D INFO: Testing: 7550/12500, ETA: 0:09:43, 8.49it/s [06/27 16:52:41] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:37, 8.49it/s [06/27 16:52:47] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:31, 8.48it/s [06/27 16:52:53] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:25, 8.48it/s [06/27 16:52:59] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:19, 8.48it/s [06/27 16:53:05] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:14, 8.48it/s [06/27 16:53:11] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:08, 8.48it/s [06/27 16:53:17] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:02, 8.48it/s [06/27 16:53:23] Vis4D INFO: Testing: 7950/12500, ETA: 0:08:56, 8.48it/s [06/27 16:53:29] Vis4D INFO: Testing: 8000/12500, ETA: 0:08:50, 8.48it/s [06/27 16:53:34] Vis4D INFO: Testing: 8050/12500, ETA: 0:08:44, 8.48it/s [06/27 16:53:40] Vis4D INFO: Testing: 8100/12500, ETA: 0:08:38, 8.48it/s [06/27 16:53:46] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:32, 8.48it/s [06/27 16:53:52] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:26, 8.48it/s [06/27 16:53:58] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:20, 8.48it/s [06/27 16:54:04] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:15, 8.48it/s [06/27 16:54:10] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:09, 8.48it/s [06/27 16:54:15] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:03, 8.48it/s [06/27 16:54:21] Vis4D INFO: Testing: 8450/12500, ETA: 0:07:57, 8.48it/s [06/27 16:54:27] Vis4D INFO: Testing: 8500/12500, ETA: 0:07:51, 8.48it/s [06/27 16:54:33] Vis4D INFO: Testing: 8550/12500, ETA: 0:07:45, 8.48it/s [06/27 16:54:39] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:39, 8.48it/s [06/27 16:54:45] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:33, 8.48it/s [06/27 16:54:51] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:28, 8.48it/s [06/27 16:54:57] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:22, 8.48it/s [06/27 16:55:03] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:16, 8.48it/s [06/27 16:55:09] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:10, 8.48it/s [06/27 16:55:15] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:04, 8.48it/s [06/27 16:55:21] Vis4D INFO: Testing: 8950/12500, ETA: 0:06:58, 8.48it/s [06/27 16:55:27] Vis4D INFO: Testing: 9000/12500, ETA: 0:06:52, 8.48it/s [06/27 16:55:33] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:46, 8.48it/s [06/27 16:55:39] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:41, 8.48it/s [06/27 16:55:45] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:35, 8.48it/s [06/27 16:55:51] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:29, 8.48it/s [06/27 16:55:56] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:23, 8.48it/s [06/27 16:56:02] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:17, 8.48it/s [06/27 16:56:08] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:11, 8.48it/s [06/27 16:56:14] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:05, 8.48it/s [06/27 16:56:20] Vis4D INFO: Testing: 9450/12500, ETA: 0:05:59, 8.48it/s [06/27 16:56:26] Vis4D INFO: Testing: 9500/12500, ETA: 0:05:53, 8.48it/s [06/27 16:56:32] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:47, 8.48it/s [06/27 16:56:38] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:42, 8.48it/s [06/27 16:56:44] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:36, 8.48it/s [06/27 16:56:50] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:30, 8.48it/s [06/27 16:56:55] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:24, 8.48it/s [06/27 16:57:01] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:18, 8.48it/s [06/27 16:57:07] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:12, 8.48it/s [06/27 16:57:13] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:06, 8.48it/s [06/27 16:57:19] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:00, 8.48it/s [06/27 16:57:25] Vis4D INFO: Testing: 10000/12500, ETA: 0:04:54, 8.48it/s [06/27 16:57:31] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:48, 8.48it/s [06/27 16:57:37] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:43, 8.48it/s [06/27 16:57:43] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:37, 8.48it/s [06/27 16:57:48] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:31, 8.48it/s [06/27 16:57:54] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:25, 8.48it/s [06/27 16:58:00] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:19, 8.48it/s [06/27 16:58:06] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:13, 8.48it/s [06/27 16:58:12] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:07, 8.48it/s [06/27 16:58:18] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:01, 8.48it/s [06/27 16:58:24] Vis4D INFO: Testing: 10500/12500, ETA: 0:03:55, 8.48it/s [06/27 16:58:30] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:49, 8.48it/s [06/27 16:58:36] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:44, 8.48it/s [06/27 16:58:41] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:38, 8.48it/s [06/27 16:58:47] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:32, 8.48it/s [06/27 16:58:53] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:26, 8.48it/s [06/27 16:58:59] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:20, 8.48it/s [06/27 16:59:05] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:14, 8.48it/s [06/27 16:59:11] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:08, 8.48it/s [06/27 16:59:17] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:02, 8.48it/s [06/27 16:59:23] Vis4D INFO: Testing: 11000/12500, ETA: 0:02:56, 8.48it/s [06/27 16:59:29] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:51, 8.48it/s [06/27 16:59:35] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:45, 8.48it/s [06/27 16:59:40] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:39, 8.48it/s [06/27 16:59:46] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:33, 8.48it/s [06/27 16:59:52] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:27, 8.48it/s [06/27 16:59:58] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:21, 8.48it/s [06/27 17:00:04] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:15, 8.48it/s [06/27 17:00:10] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:09, 8.48it/s [06/27 17:00:16] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:03, 8.48it/s [06/27 17:00:22] Vis4D INFO: Testing: 11500/12500, ETA: 0:01:57, 8.48it/s [06/27 17:00:28] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:52, 8.48it/s [06/27 17:00:34] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:46, 8.48it/s [06/27 17:00:39] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:40, 8.48it/s [06/27 17:00:45] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:34, 8.48it/s [06/27 17:00:51] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:28, 8.48it/s [06/27 17:00:57] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:22, 8.48it/s [06/27 17:01:03] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:16, 8.48it/s [06/27 17:01:09] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:10, 8.48it/s [06/27 17:01:15] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:04, 8.48it/s [06/27 17:01:21] Vis4D INFO: Testing: 12000/12500, ETA: 0:00:58, 8.48it/s [06/27 17:01:27] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:53, 8.48it/s [06/27 17:01:32] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:47, 8.48it/s [06/27 17:01:38] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:41, 8.48it/s [06/27 17:01:44] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:35, 8.48it/s [06/27 17:01:50] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:29, 8.48it/s [06/27 17:01:56] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:23, 8.48it/s [06/27 17:02:02] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:17, 8.48it/s [06/27 17:02:08] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:11, 8.48it/s [06/27 17:02:14] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:05, 8.48it/s [06/27 17:02:19] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.48it/s [06/27 17:02:20] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 17:02:20] Vis4D INFO: mIoU: 56.9699 [06/27 17:02:20] Vis4D INFO: Showing evaluation results for mIoU [06/27 17:02:20] Vis4D INFO: mIoU: 56.970% unlabeled: (nan%), building: (69.234%), fence: (31.823%), other: (nan%), pedestrian: (45.499%), pole: (33.136%), road line: (72.304%), road: (94.066%), sidewalk: (81.747%), vegetation: (56.859%), vehicle: (74.748%), wall: (31.602%), traffic sign: (29.896%), sky: (87.546%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (37.914%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (51.203%) [06/27 17:02:20] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 17:02:20] Vis4D INFO: +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.8783998199365413 | 0.01591696734450646 | inf | 0.049417241080340825 | 0.02714235324859329 | 9.362105686656046e-05 | 0.0004109930387779544 | 0.007230827285046863 | 0.018052206877513483 | 0.05710523771787333 | 0.10251546208683647 | 0.014237077092990292 | 0.018045110085132873 | inf | inf | inf | inf | 0.01994300069017352 | inf | inf | nan | 0.004563176089657465 | | Class_2 | nan | 0.009769682090712327 | 0.3644564823421458 | inf | 0.013143508190053254 | 0.01433860441132778 | 6.79017627537846e-05 | 0.00023236318820820507 | 0.0042549317613889215 | 0.005389675728257737 | 0.004377635204243811 | 0.07113211680518265 | 0.0018364266489846936 | 0.0012814790829864908 | inf | inf | inf | inf | 0.0007427380594701118 | inf | inf | nan | 0.008011543469919771 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.0033898875768971965 | 0.003366801727724957 | inf | 0.6256615716184225 | 0.0014449119080162153 | 0.00013442217331002864 | 0.0003356571410436996 | 0.0015495522176491219 | 0.0006176625283150609 | 0.006413185829822903 | 0.008665254956841357 | 0.0023469112489884003 | 1.2292812896830448e-05 | inf | inf | inf | inf | 4.108404278499895e-05 | inf | inf | nan | 0.0004135185391760187 | | Class_5 | nan | 0.02625935536565282 | 0.008028169387364335 | inf | 0.016762106170812238 | 0.3706200706274091 | 0.0001540684637717246 | 0.00017487264743895926 | 0.003457384902038785 | 0.005137926754546626 | 0.005237404822846786 | 0.013227501034534317 | 0.013475297061950742 | 0.0036596017711802236 | inf | inf | inf | inf | 0.020725056562551896 | inf | inf | nan | 0.003359182555749416 | | Class_6 | nan | 9.148169572740623e-05 | 0.0001686988667055211 | inf | 0.0016978649956337012 | 0.0015606243602587723 | 0.7692671781744375 | 0.0071810443524266574 | 0.001544621000779767 | 0.00010107009141835935 | 0.0015645650521781563 | 0.0018184297614523813 | 3.7752659674874094e-06 | 0.00011533052027163614 | inf | inf | inf | inf | 6.565767585266187e-05 | inf | inf | nan | 0.00022120587605374653 | | Class_7 | nan | 0.0019025676119118046 | 0.003235152788461976 | inf | 0.03498539495433209 | 0.00269761814158488 | 0.05711151553837513 | 0.9759350056851281 | 0.02957743952728825 | 0.0017243319831817961 | 0.030674001352333263 | 0.09047393090697477 | 5.450111233063642e-05 | 0.005333760335239376 | inf | inf | inf | inf | 2.3229762509275105e-05 | inf | inf | nan | 0.006269048927013838 | | Class_8 | nan | 0.005414277682447117 | 0.009452725575658665 | inf | 0.02054381538414197 | 0.006577563541049023 | 0.003903333891762329 | 0.010160239915181314 | 0.8738585443404756 | 0.0012018870416406846 | 0.007914022320887998 | 0.08407452160685376 | 7.001402339703923e-05 | 0.0008487860381236236 | inf | inf | inf | inf | 1.3822668600560394e-06 | inf | inf | nan | 0.006219835282878512 | | Class_9 | nan | 0.10482650321462025 | 0.05260791013727301 | inf | 0.07227486597471933 | 0.027505016568552327 | 0.00011985615000962 | 0.001527239868302811 | 0.0036559498094728272 | 0.6241291937783471 | 0.013497282927264393 | 0.5074717309210629 | 0.024997889283118177 | 0.04711574421826762 | inf | inf | inf | inf | 0.01847549404041403 | inf | inf | nan | 0.09443294265261938 | | Class_10 | nan | 0.009578977178848352 | 0.004527765561184374 | inf | 0.13538384388437627 | 0.00140924621875296 | 0.0020921868529327663 | 0.013509667257423244 | 0.0020888738944141016 | 0.0009219359684071489 | 0.8614156335633363 | 0.068553675123235 | 0.018646313178217952 | 0.0002604344575894093 | inf | inf | inf | inf | 0.00013672923024054322 | inf | inf | nan | 0.0017264786020802206 | | Class_11 | nan | 0.017868208960860405 | 0.005319552258748376 | inf | 0.010284334309284321 | 0.004625034398252233 | 0.00010372859813807856 | 0.00043768824107238703 | 0.003800022535810072 | 0.0034700448032773737 | 0.004669412450639354 | 0.722286478800628 | 0.0022955676318305715 | 0.00132850610621651 | inf | inf | inf | inf | 2.2039477157560185e-05 | inf | inf | nan | 0.02561505551330786 | | Class_12 | nan | 0.002410801094994064 | 0.0003660100131440402 | inf | 0.0014222361622266552 | 0.0010560709874353133 | 1.3265927114488095e-05 | 2.877650222823212e-06 | 9.966719291838403e-07 | 0.0002655760056009206 | 0.0005272450040000605 | 0.0010373710775690335 | 0.3251725124944143 | 3.218250081881849e-05 | nan | inf | inf | inf | 0.0041610072117853605 | inf | inf | nan | 0.00029297790310572354 | | Class_13 | nan | 0.06849001202046687 | 0.005287231981410828 | inf | 0.00244723880755626 | 0.01889511072997028 | 3.2237439392730726e-05 | 0.0003941006851041039 | 7.877283745231025e-05 | 0.02164106340108106 | 0.014589427155494723 | 0.06776100704163956 | 0.0021179928489598455 | 0.9519918223048258 | inf | inf | inf | inf | 0.016582671557075622 | inf | inf | nan | 0.028795181703164342 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0034440517215693005 | 0.0007455058392939294 | inf | 0.00317136649863337 | 0.004726469792870577 | 4.027471880297318e-07 | 6.909273860898939e-07 | 8.759986462781736e-07 | 0.00043812304179391046 | 0.00040454789282768245 | 0.0001772716181282718 | 0.002737411032425416 | 0.00025858824659977123 | nan | inf | inf | inf | 0.4099658368905907 | inf | inf | nan | 0.0001915098964279567 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.01529891371460378 | 0.03625526208881289 | inf | 0.01356456836718597 | 0.006489893062906634 | 0.00010630052754935614 | 0.0031284909350759622 | 0.01174258382302179 | 0.038713134402890204 | 0.005456009694015417 | 0.26864001251372993 | 0.004850736279825459 | 0.009122552561935017 | inf | inf | inf | inf | 0.00038135206816879396 | inf | inf | nan | 0.6042568767310709 | +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 17:02:28] Vis4D INFO: Epoch 1: 40050/75000, ETA: 0:21:33, 27.01it/s, loss: 0.3751, loss_seg: 0.3751, _pixel_acc: 0.8807 [06/27 17:02:37] Vis4D INFO: Epoch 1: 40100/75000, ETA: 0:21:38, 26.88it/s, loss: 0.4617, loss_seg: 0.4617, _pixel_acc: 0.8600 [06/27 17:02:46] Vis4D INFO: Epoch 1: 40150/75000, ETA: 0:21:42, 26.76it/s, loss: 0.3497, loss_seg: 0.3497, _pixel_acc: 0.8903 [06/27 17:02:55] Vis4D INFO: Epoch 1: 40200/75000, ETA: 0:21:46, 26.64it/s, loss: 0.3419, loss_seg: 0.3419, _pixel_acc: 0.8937 [06/27 17:03:04] Vis4D INFO: Epoch 1: 40250/75000, ETA: 0:21:50, 26.51it/s, loss: 0.3517, loss_seg: 0.3517, _pixel_acc: 0.8921 [06/27 17:03:12] Vis4D INFO: Epoch 1: 40300/75000, ETA: 0:21:54, 26.40it/s, loss: 0.3190, loss_seg: 0.3190, _pixel_acc: 0.9014 [06/27 17:03:21] Vis4D INFO: Epoch 1: 40350/75000, ETA: 0:21:58, 26.28it/s, loss: 0.3465, loss_seg: 0.3465, _pixel_acc: 0.8908 [06/27 17:03:30] Vis4D INFO: Epoch 1: 40400/75000, ETA: 0:22:02, 26.16it/s, loss: 0.3393, loss_seg: 0.3393, _pixel_acc: 0.8974 [06/27 17:03:39] Vis4D INFO: Epoch 1: 40450/75000, ETA: 0:22:06, 26.04it/s, loss: 0.3340, loss_seg: 0.3340, _pixel_acc: 0.8934 [06/27 17:03:47] Vis4D INFO: Epoch 1: 40500/75000, ETA: 0:22:10, 25.94it/s, loss: 0.3563, loss_seg: 0.3563, _pixel_acc: 0.8890 [06/27 17:03:55] Vis4D INFO: Epoch 1: 40550/75000, ETA: 0:22:13, 25.83it/s, loss: 0.3914, loss_seg: 0.3914, _pixel_acc: 0.8785 [06/27 17:04:04] Vis4D INFO: Epoch 1: 40600/75000, ETA: 0:22:17, 25.72it/s, loss: 0.3592, loss_seg: 0.3592, _pixel_acc: 0.8902 [06/27 17:04:12] Vis4D INFO: Epoch 1: 40650/75000, ETA: 0:22:20, 25.62it/s, loss: 0.3076, loss_seg: 0.3076, _pixel_acc: 0.9014 [06/27 17:04:21] Vis4D INFO: Epoch 1: 40700/75000, ETA: 0:22:24, 25.51it/s, loss: 0.2973, loss_seg: 0.2973, _pixel_acc: 0.9091 [06/27 17:04:29] Vis4D INFO: Epoch 1: 40750/75000, ETA: 0:22:28, 25.41it/s, loss: 0.3326, loss_seg: 0.3326, _pixel_acc: 0.8935 [06/27 17:04:38] Vis4D INFO: Epoch 1: 40800/75000, ETA: 0:22:31, 25.31it/s, loss: 0.3497, loss_seg: 0.3497, _pixel_acc: 0.8897 [06/27 17:04:47] Vis4D INFO: Epoch 1: 40850/75000, ETA: 0:22:35, 25.20it/s, loss: 0.3320, loss_seg: 0.3320, _pixel_acc: 0.8966 [06/27 17:04:55] Vis4D INFO: Epoch 1: 40900/75000, ETA: 0:22:38, 25.09it/s, loss: 0.3209, loss_seg: 0.3209, _pixel_acc: 0.8997 [06/27 17:05:04] Vis4D INFO: Epoch 1: 40950/75000, ETA: 0:22:42, 24.99it/s, loss: 0.3170, loss_seg: 0.3170, _pixel_acc: 0.8996 [06/27 17:05:12] Vis4D INFO: Epoch 1: 41000/75000, ETA: 0:22:45, 24.90it/s, loss: 0.3484, loss_seg: 0.3484, _pixel_acc: 0.8908 [06/27 17:05:21] Vis4D INFO: Epoch 1: 41050/75000, ETA: 0:22:48, 24.80it/s, loss: 0.3272, loss_seg: 0.3272, _pixel_acc: 0.8949 [06/27 17:05:29] Vis4D INFO: Epoch 1: 41100/75000, ETA: 0:22:52, 24.71it/s, loss: 0.3765, loss_seg: 0.3765, _pixel_acc: 0.8818 [06/27 17:05:37] Vis4D INFO: Epoch 1: 41150/75000, ETA: 0:22:55, 24.62it/s, loss: 0.2897, loss_seg: 0.2897, _pixel_acc: 0.9091 [06/27 17:05:45] Vis4D INFO: Epoch 1: 41200/75000, ETA: 0:22:58, 24.53it/s, loss: 0.3754, loss_seg: 0.3754, _pixel_acc: 0.8851 [06/27 17:05:54] Vis4D INFO: Epoch 1: 41250/75000, ETA: 0:23:01, 24.43it/s, loss: 0.3486, loss_seg: 0.3486, _pixel_acc: 0.8912 [06/27 17:06:03] Vis4D INFO: Epoch 1: 41300/75000, ETA: 0:23:04, 24.33it/s, loss: 0.3404, loss_seg: 0.3404, _pixel_acc: 0.8949 [06/27 17:06:11] Vis4D INFO: Epoch 1: 41350/75000, ETA: 0:23:08, 24.24it/s, loss: 0.3392, loss_seg: 0.3392, _pixel_acc: 0.8952 [06/27 17:06:20] Vis4D INFO: Epoch 1: 41400/75000, ETA: 0:23:11, 24.15it/s, loss: 0.3989, loss_seg: 0.3989, _pixel_acc: 0.8758 [06/27 17:06:28] Vis4D INFO: Epoch 1: 41450/75000, ETA: 0:23:13, 24.07it/s, loss: 0.3555, loss_seg: 0.3555, _pixel_acc: 0.8895 [06/27 17:06:36] Vis4D INFO: Epoch 1: 41500/75000, ETA: 0:23:17, 23.97it/s, loss: 0.3470, loss_seg: 0.3470, _pixel_acc: 0.8884 [06/27 17:06:44] Vis4D INFO: Epoch 1: 41550/75000, ETA: 0:23:19, 23.90it/s, loss: 0.3135, loss_seg: 0.3135, _pixel_acc: 0.9005 [06/27 17:06:51] Vis4D INFO: Epoch 1: 41600/75000, ETA: 0:23:21, 23.83it/s, loss: 0.3115, loss_seg: 0.3115, _pixel_acc: 0.9050 [06/27 17:06:59] Vis4D INFO: Epoch 1: 41650/75000, ETA: 0:23:24, 23.75it/s, loss: 0.3148, loss_seg: 0.3148, _pixel_acc: 0.9002 [06/27 17:07:07] Vis4D INFO: Epoch 1: 41700/75000, ETA: 0:23:26, 23.67it/s, loss: 0.3961, loss_seg: 0.3961, _pixel_acc: 0.8785 [06/27 17:07:15] Vis4D INFO: Epoch 1: 41750/75000, ETA: 0:23:29, 23.59it/s, loss: 0.3521, loss_seg: 0.3521, _pixel_acc: 0.8911 [06/27 17:07:23] Vis4D INFO: Epoch 1: 41800/75000, ETA: 0:23:31, 23.52it/s, loss: 0.3217, loss_seg: 0.3217, _pixel_acc: 0.8997 [06/27 17:07:31] Vis4D INFO: Epoch 1: 41850/75000, ETA: 0:23:34, 23.44it/s, loss: 0.3144, loss_seg: 0.3144, _pixel_acc: 0.9031 [06/27 17:07:39] Vis4D INFO: Epoch 1: 41900/75000, ETA: 0:23:37, 23.36it/s, loss: 0.3172, loss_seg: 0.3172, _pixel_acc: 0.8993 [06/27 17:07:48] Vis4D INFO: Epoch 1: 41950/75000, ETA: 0:23:40, 23.27it/s, loss: 0.3770, loss_seg: 0.3770, _pixel_acc: 0.8795 [06/27 17:07:56] Vis4D INFO: Epoch 1: 42000/75000, ETA: 0:23:42, 23.20it/s, loss: 0.3511, loss_seg: 0.3511, _pixel_acc: 0.8906 [06/27 17:08:03] Vis4D INFO: Epoch 1: 42050/75000, ETA: 0:23:44, 23.13it/s, loss: 0.3252, loss_seg: 0.3252, _pixel_acc: 0.8991 [06/27 17:08:11] Vis4D INFO: Epoch 1: 42100/75000, ETA: 0:23:46, 23.06it/s, loss: 0.3875, loss_seg: 0.3875, _pixel_acc: 0.8768 [06/27 17:08:18] Vis4D INFO: Epoch 1: 42150/75000, ETA: 0:23:48, 22.99it/s, loss: 0.3978, loss_seg: 0.3978, _pixel_acc: 0.8802 [06/27 17:08:26] Vis4D INFO: Epoch 1: 42200/75000, ETA: 0:23:50, 22.93it/s, loss: 0.3529, loss_seg: 0.3529, _pixel_acc: 0.8913 [06/27 17:08:33] Vis4D INFO: Epoch 1: 42250/75000, ETA: 0:23:52, 22.86it/s, loss: 0.3423, loss_seg: 0.3423, _pixel_acc: 0.8912 [06/27 17:08:41] Vis4D INFO: Epoch 1: 42300/75000, ETA: 0:23:54, 22.79it/s, loss: 0.3345, loss_seg: 0.3345, _pixel_acc: 0.8975 [06/27 17:08:49] Vis4D INFO: Epoch 1: 42350/75000, ETA: 0:23:56, 22.73it/s, loss: 0.3890, loss_seg: 0.3890, _pixel_acc: 0.8805 [06/27 17:08:57] Vis4D INFO: Epoch 1: 42400/75000, ETA: 0:23:58, 22.66it/s, loss: 0.3061, loss_seg: 0.3061, _pixel_acc: 0.9042 [06/27 17:09:04] Vis4D INFO: Epoch 1: 42450/75000, ETA: 0:24:00, 22.59it/s, loss: 0.3362, loss_seg: 0.3362, _pixel_acc: 0.8932 [06/27 17:09:12] Vis4D INFO: Epoch 1: 42500/75000, ETA: 0:24:02, 22.53it/s, loss: 0.3350, loss_seg: 0.3350, _pixel_acc: 0.8923 [06/27 17:09:19] Vis4D INFO: Epoch 1: 42550/75000, ETA: 0:24:04, 22.46it/s, loss: 0.3222, loss_seg: 0.3222, _pixel_acc: 0.8993 [06/27 17:09:27] Vis4D INFO: Epoch 1: 42600/75000, ETA: 0:24:06, 22.40it/s, loss: 0.3435, loss_seg: 0.3435, _pixel_acc: 0.8938 [06/27 17:09:34] Vis4D INFO: Epoch 1: 42650/75000, ETA: 0:24:07, 22.35it/s, loss: 0.3177, loss_seg: 0.3177, _pixel_acc: 0.9017 [06/27 17:09:41] Vis4D INFO: Epoch 1: 42700/75000, ETA: 0:24:09, 22.29it/s, loss: 0.3216, loss_seg: 0.3216, _pixel_acc: 0.9005 [06/27 17:09:48] Vis4D INFO: Epoch 1: 42750/75000, ETA: 0:24:10, 22.23it/s, loss: 0.3265, loss_seg: 0.3265, _pixel_acc: 0.8963 [06/27 17:09:56] Vis4D INFO: Epoch 1: 42800/75000, ETA: 0:24:12, 22.17it/s, loss: 0.3203, loss_seg: 0.3203, _pixel_acc: 0.9011 [06/27 17:10:03] Vis4D INFO: Epoch 1: 42850/75000, ETA: 0:24:13, 22.11it/s, loss: 0.2874, loss_seg: 0.2874, _pixel_acc: 0.9098 [06/27 17:10:10] Vis4D INFO: Epoch 1: 42900/75000, ETA: 0:24:14, 22.06it/s, loss: 0.2859, loss_seg: 0.2859, _pixel_acc: 0.9094 [06/27 17:10:17] Vis4D INFO: Epoch 1: 42950/75000, ETA: 0:24:16, 22.01it/s, loss: 0.3155, loss_seg: 0.3155, _pixel_acc: 0.9024 [06/27 17:10:25] Vis4D INFO: Epoch 1: 43000/75000, ETA: 0:24:17, 21.95it/s, loss: 0.3115, loss_seg: 0.3115, _pixel_acc: 0.9036 [06/27 17:10:32] Vis4D INFO: Epoch 1: 43050/75000, ETA: 0:24:19, 21.89it/s, loss: 0.3166, loss_seg: 0.3166, _pixel_acc: 0.8976 [06/27 17:10:39] Vis4D INFO: Epoch 1: 43100/75000, ETA: 0:24:20, 21.84it/s, loss: 0.3228, loss_seg: 0.3228, _pixel_acc: 0.8995 [06/27 17:10:46] Vis4D INFO: Epoch 1: 43150/75000, ETA: 0:24:21, 21.79it/s, loss: 0.3509, loss_seg: 0.3509, _pixel_acc: 0.8908 [06/27 17:10:52] Vis4D INFO: Epoch 1: 43200/75000, ETA: 0:24:22, 21.74it/s, loss: 0.3215, loss_seg: 0.3215, _pixel_acc: 0.8987 [06/27 17:10:59] Vis4D INFO: Epoch 1: 43250/75000, ETA: 0:24:23, 21.69it/s, loss: 0.3378, loss_seg: 0.3378, _pixel_acc: 0.8963 [06/27 17:11:07] Vis4D INFO: Epoch 1: 43300/75000, ETA: 0:24:25, 21.64it/s, loss: 0.2799, loss_seg: 0.2799, _pixel_acc: 0.9103 [06/27 17:11:14] Vis4D INFO: Epoch 1: 43350/75000, ETA: 0:24:26, 21.58it/s, loss: 0.3307, loss_seg: 0.3307, _pixel_acc: 0.8951 [06/27 17:11:21] Vis4D INFO: Epoch 1: 43400/75000, ETA: 0:24:27, 21.53it/s, loss: 0.3066, loss_seg: 0.3066, _pixel_acc: 0.9042 [06/27 17:11:28] Vis4D INFO: Epoch 1: 43450/75000, ETA: 0:24:28, 21.48it/s, loss: 0.2852, loss_seg: 0.2852, _pixel_acc: 0.9104 [06/27 17:11:35] Vis4D INFO: Epoch 1: 43500/75000, ETA: 0:24:29, 21.43it/s, loss: 0.2944, loss_seg: 0.2944, _pixel_acc: 0.9067 [06/27 17:11:42] Vis4D INFO: Epoch 1: 43550/75000, ETA: 0:24:30, 21.38it/s, loss: 0.3090, loss_seg: 0.3090, _pixel_acc: 0.9029 [06/27 17:11:49] Vis4D INFO: Epoch 1: 43600/75000, ETA: 0:24:32, 21.33it/s, loss: 0.3444, loss_seg: 0.3444, _pixel_acc: 0.8911 [06/27 17:11:56] Vis4D INFO: Epoch 1: 43650/75000, ETA: 0:24:33, 21.28it/s, loss: 0.3175, loss_seg: 0.3175, _pixel_acc: 0.9015 [06/27 17:12:04] Vis4D INFO: Epoch 1: 43700/75000, ETA: 0:24:34, 21.23it/s, loss: 0.3036, loss_seg: 0.3036, _pixel_acc: 0.9036 [06/27 17:12:11] Vis4D INFO: Epoch 1: 43750/75000, ETA: 0:24:35, 21.18it/s, loss: 0.3034, loss_seg: 0.3034, _pixel_acc: 0.9031 [06/27 17:12:17] Vis4D INFO: Epoch 1: 43800/75000, ETA: 0:24:36, 21.14it/s, loss: 0.3314, loss_seg: 0.3314, _pixel_acc: 0.8954 [06/27 17:12:25] Vis4D INFO: Epoch 1: 43850/75000, ETA: 0:24:37, 21.09it/s, loss: 0.3768, loss_seg: 0.3768, _pixel_acc: 0.8819 [06/27 17:12:31] Vis4D INFO: Epoch 1: 43900/75000, ETA: 0:24:37, 21.04it/s, loss: 0.3756, loss_seg: 0.3756, _pixel_acc: 0.8822 [06/27 17:12:38] Vis4D INFO: Epoch 1: 43950/75000, ETA: 0:24:38, 21.00it/s, loss: 0.3479, loss_seg: 0.3479, _pixel_acc: 0.8913 [06/27 17:12:45] Vis4D INFO: Epoch 1: 44000/75000, ETA: 0:24:39, 20.96it/s, loss: 0.3720, loss_seg: 0.3720, _pixel_acc: 0.8853 [06/27 17:12:51] Vis4D INFO: Epoch 1: 44050/75000, ETA: 0:24:39, 20.92it/s, loss: 0.3359, loss_seg: 0.3359, _pixel_acc: 0.8904 [06/27 17:12:58] Vis4D INFO: Epoch 1: 44100/75000, ETA: 0:24:40, 20.88it/s, loss: 0.3270, loss_seg: 0.3270, _pixel_acc: 0.8972 [06/27 17:13:05] Vis4D INFO: Epoch 1: 44150/75000, ETA: 0:24:41, 20.83it/s, loss: 0.3287, loss_seg: 0.3287, _pixel_acc: 0.8958 [06/27 17:13:12] Vis4D INFO: Epoch 1: 44200/75000, ETA: 0:24:41, 20.79it/s, loss: 0.3144, loss_seg: 0.3144, _pixel_acc: 0.9003 [06/27 17:13:19] Vis4D INFO: Epoch 1: 44250/75000, ETA: 0:24:42, 20.74it/s, loss: 0.2899, loss_seg: 0.2899, _pixel_acc: 0.9087 [06/27 17:13:26] Vis4D INFO: Epoch 1: 44300/75000, ETA: 0:24:43, 20.69it/s, loss: 0.3438, loss_seg: 0.3438, _pixel_acc: 0.8921 [06/27 17:13:33] Vis4D INFO: Epoch 1: 44350/75000, ETA: 0:24:44, 20.65it/s, loss: 0.3345, loss_seg: 0.3345, _pixel_acc: 0.8938 [06/27 17:13:40] Vis4D INFO: Epoch 1: 44400/75000, ETA: 0:24:45, 20.60it/s, loss: 0.2971, loss_seg: 0.2971, _pixel_acc: 0.9064 [06/27 17:13:47] Vis4D INFO: Epoch 1: 44450/75000, ETA: 0:24:45, 20.56it/s, loss: 0.3752, loss_seg: 0.3752, _pixel_acc: 0.8806 [06/27 17:13:53] Vis4D INFO: Epoch 1: 44500/75000, ETA: 0:24:45, 20.53it/s, loss: 0.3241, loss_seg: 0.3241, _pixel_acc: 0.9000 [06/27 17:14:00] Vis4D INFO: Epoch 1: 44550/75000, ETA: 0:24:46, 20.49it/s, loss: 0.2863, loss_seg: 0.2863, _pixel_acc: 0.9108 [06/27 17:14:07] Vis4D INFO: Epoch 1: 44600/75000, ETA: 0:24:46, 20.44it/s, loss: 0.3193, loss_seg: 0.3193, _pixel_acc: 0.8997 [06/27 17:14:14] Vis4D INFO: Epoch 1: 44650/75000, ETA: 0:24:47, 20.40it/s, loss: 0.3148, loss_seg: 0.3148, _pixel_acc: 0.8989 [06/27 17:14:20] Vis4D INFO: Epoch 1: 44700/75000, ETA: 0:24:47, 20.36it/s, loss: 0.3161, loss_seg: 0.3161, _pixel_acc: 0.9010 [06/27 17:14:27] Vis4D INFO: Epoch 1: 44750/75000, ETA: 0:24:48, 20.32it/s, loss: 0.2879, loss_seg: 0.2879, _pixel_acc: 0.9083 [06/27 17:14:34] Vis4D INFO: Epoch 1: 44800/75000, ETA: 0:24:48, 20.29it/s, loss: 0.2985, loss_seg: 0.2985, _pixel_acc: 0.9053 [06/27 17:14:41] Vis4D INFO: Epoch 1: 44850/75000, ETA: 0:24:49, 20.24it/s, loss: 0.3199, loss_seg: 0.3199, _pixel_acc: 0.8994 [06/27 17:14:48] Vis4D INFO: Epoch 1: 44900/75000, ETA: 0:24:49, 20.21it/s, loss: 0.2861, loss_seg: 0.2861, _pixel_acc: 0.9096 [06/27 17:14:54] Vis4D INFO: Epoch 1: 44950/75000, ETA: 0:24:49, 20.17it/s, loss: 0.3461, loss_seg: 0.3461, _pixel_acc: 0.9011 [06/27 17:15:00] Vis4D INFO: Epoch 1: 45000/75000, ETA: 0:24:49, 20.14it/s, loss: 0.3294, loss_seg: 0.3294, _pixel_acc: 0.8973 [06/27 17:15:06] Vis4D INFO: Epoch 1: 45050/75000, ETA: 0:24:49, 20.10it/s, loss: 0.3278, loss_seg: 0.3278, _pixel_acc: 0.8957 [06/27 17:15:13] Vis4D INFO: Epoch 1: 45100/75000, ETA: 0:24:49, 20.07it/s, loss: 0.3282, loss_seg: 0.3282, _pixel_acc: 0.8966 [06/27 17:15:19] Vis4D INFO: Epoch 1: 45150/75000, ETA: 0:24:50, 20.03it/s, loss: 0.3053, loss_seg: 0.3053, _pixel_acc: 0.9047 [06/27 17:15:26] Vis4D INFO: Epoch 1: 45200/75000, ETA: 0:24:50, 19.99it/s, loss: 0.2861, loss_seg: 0.2861, _pixel_acc: 0.9091 [06/27 17:15:33] Vis4D INFO: Epoch 1: 45250/75000, ETA: 0:24:50, 19.96it/s, loss: 0.3211, loss_seg: 0.3211, _pixel_acc: 0.9003 [06/27 17:15:39] Vis4D INFO: Epoch 1: 45300/75000, ETA: 0:24:50, 19.93it/s, loss: 0.3360, loss_seg: 0.3360, _pixel_acc: 0.8943 [06/27 17:15:46] Vis4D INFO: Epoch 1: 45350/75000, ETA: 0:24:50, 19.89it/s, loss: 0.3289, loss_seg: 0.3289, _pixel_acc: 0.8966 [06/27 17:15:52] Vis4D INFO: Epoch 1: 45400/75000, ETA: 0:24:50, 19.86it/s, loss: 0.3318, loss_seg: 0.3318, _pixel_acc: 0.8937 [06/27 17:15:58] Vis4D INFO: Epoch 1: 45450/75000, ETA: 0:24:50, 19.82it/s, loss: 0.3122, loss_seg: 0.3122, _pixel_acc: 0.9000 [06/27 17:16:05] Vis4D INFO: Epoch 1: 45500/75000, ETA: 0:24:50, 19.79it/s, loss: 0.3547, loss_seg: 0.3547, _pixel_acc: 0.8856 [06/27 17:16:11] Vis4D INFO: Epoch 1: 45550/75000, ETA: 0:24:51, 19.75it/s, loss: 0.3617, loss_seg: 0.3617, _pixel_acc: 0.8836 [06/27 17:16:18] Vis4D INFO: Epoch 1: 45600/75000, ETA: 0:24:50, 19.72it/s, loss: 0.3817, loss_seg: 0.3817, _pixel_acc: 0.8786 [06/27 17:16:24] Vis4D INFO: Epoch 1: 45650/75000, ETA: 0:24:50, 19.69it/s, loss: 0.3089, loss_seg: 0.3089, _pixel_acc: 0.9041 [06/27 17:16:31] Vis4D INFO: Epoch 1: 45700/75000, ETA: 0:24:51, 19.65it/s, loss: 0.3625, loss_seg: 0.3625, _pixel_acc: 0.8871 [06/27 17:16:38] Vis4D INFO: Epoch 1: 45750/75000, ETA: 0:24:51, 19.61it/s, loss: 0.3753, loss_seg: 0.3753, _pixel_acc: 0.8814 [06/27 17:16:45] Vis4D INFO: Epoch 1: 45800/75000, ETA: 0:24:51, 19.58it/s, loss: 0.2965, loss_seg: 0.2965, _pixel_acc: 0.9052 [06/27 17:16:51] Vis4D INFO: Epoch 1: 45850/75000, ETA: 0:24:51, 19.55it/s, loss: 0.3123, loss_seg: 0.3123, _pixel_acc: 0.8996 [06/27 17:16:58] Vis4D INFO: Epoch 1: 45900/75000, ETA: 0:24:51, 19.51it/s, loss: 0.2835, loss_seg: 0.2835, _pixel_acc: 0.9084 [06/27 17:17:04] Vis4D INFO: Epoch 1: 45950/75000, ETA: 0:24:51, 19.48it/s, loss: 0.3159, loss_seg: 0.3159, _pixel_acc: 0.9017 [06/27 17:17:10] Vis4D INFO: Epoch 1: 46000/75000, ETA: 0:24:50, 19.45it/s, loss: 0.3030, loss_seg: 0.3030, _pixel_acc: 0.9059 [06/27 17:17:16] Vis4D INFO: Epoch 1: 46050/75000, ETA: 0:24:50, 19.42it/s, loss: 0.3893, loss_seg: 0.3893, _pixel_acc: 0.8846 [06/27 17:17:23] Vis4D INFO: Epoch 1: 46100/75000, ETA: 0:24:50, 19.39it/s, loss: 0.2954, loss_seg: 0.2954, _pixel_acc: 0.9048 [06/27 17:17:29] Vis4D INFO: Epoch 1: 46150/75000, ETA: 0:24:49, 19.36it/s, loss: 0.3495, loss_seg: 0.3495, _pixel_acc: 0.8892 [06/27 17:17:36] Vis4D INFO: Epoch 1: 46200/75000, ETA: 0:24:49, 19.33it/s, loss: 0.3020, loss_seg: 0.3020, _pixel_acc: 0.9037 [06/27 17:17:42] Vis4D INFO: Epoch 1: 46250/75000, ETA: 0:24:49, 19.30it/s, loss: 0.3313, loss_seg: 0.3313, _pixel_acc: 0.8960 [06/27 17:17:48] Vis4D INFO: Epoch 1: 46300/75000, ETA: 0:24:49, 19.27it/s, loss: 0.3091, loss_seg: 0.3091, _pixel_acc: 0.9029 [06/27 17:17:54] Vis4D INFO: Epoch 1: 46350/75000, ETA: 0:24:49, 19.24it/s, loss: 0.3233, loss_seg: 0.3233, _pixel_acc: 0.9004 [06/27 17:18:00] Vis4D INFO: Epoch 1: 46400/75000, ETA: 0:24:48, 19.21it/s, loss: 0.2711, loss_seg: 0.2711, _pixel_acc: 0.9143 [06/27 17:18:07] Vis4D INFO: Epoch 1: 46450/75000, ETA: 0:24:48, 19.18it/s, loss: 0.3090, loss_seg: 0.3090, _pixel_acc: 0.9011 [06/27 17:18:13] Vis4D INFO: Epoch 1: 46500/75000, ETA: 0:24:48, 19.15it/s, loss: 0.3231, loss_seg: 0.3231, _pixel_acc: 0.8967 [06/27 17:18:20] Vis4D INFO: Epoch 1: 46550/75000, ETA: 0:24:47, 19.12it/s, loss: 0.3068, loss_seg: 0.3068, _pixel_acc: 0.9039 [06/27 17:18:26] Vis4D INFO: Epoch 1: 46600/75000, ETA: 0:24:47, 19.10it/s, loss: 0.2893, loss_seg: 0.2893, _pixel_acc: 0.9090 [06/27 17:18:32] Vis4D INFO: Epoch 1: 46650/75000, ETA: 0:24:46, 19.07it/s, loss: 0.3645, loss_seg: 0.3645, _pixel_acc: 0.8864 [06/27 17:18:38] Vis4D INFO: Epoch 1: 46700/75000, ETA: 0:24:46, 19.04it/s, loss: 0.3550, loss_seg: 0.3550, _pixel_acc: 0.8888 [06/27 17:18:44] Vis4D INFO: Epoch 1: 46750/75000, ETA: 0:24:45, 19.01it/s, loss: 0.3161, loss_seg: 0.3161, _pixel_acc: 0.9023 [06/27 17:18:51] Vis4D INFO: Epoch 1: 46800/75000, ETA: 0:24:45, 18.98it/s, loss: 0.3143, loss_seg: 0.3143, _pixel_acc: 0.9014 [06/27 17:18:57] Vis4D INFO: Epoch 1: 46850/75000, ETA: 0:24:44, 18.96it/s, loss: 0.2918, loss_seg: 0.2918, _pixel_acc: 0.9066 [06/27 17:19:03] Vis4D INFO: Epoch 1: 46900/75000, ETA: 0:24:44, 18.93it/s, loss: 0.3469, loss_seg: 0.3469, _pixel_acc: 0.8926 [06/27 17:19:09] Vis4D INFO: Epoch 1: 46950/75000, ETA: 0:24:43, 18.90it/s, loss: 0.3773, loss_seg: 0.3773, _pixel_acc: 0.8816 [06/27 17:19:15] Vis4D INFO: Epoch 1: 47000/75000, ETA: 0:24:43, 18.88it/s, loss: 0.3535, loss_seg: 0.3535, _pixel_acc: 0.8897 [06/27 17:19:21] Vis4D INFO: Epoch 1: 47050/75000, ETA: 0:24:42, 18.85it/s, loss: 0.3041, loss_seg: 0.3041, _pixel_acc: 0.9016 [06/27 17:19:28] Vis4D INFO: Epoch 1: 47100/75000, ETA: 0:24:42, 18.82it/s, loss: 0.3929, loss_seg: 0.3929, _pixel_acc: 0.8796 [06/27 17:19:34] Vis4D INFO: Epoch 1: 47150/75000, ETA: 0:24:41, 18.79it/s, loss: 0.3151, loss_seg: 0.3151, _pixel_acc: 0.9024 [06/27 17:19:40] Vis4D INFO: Epoch 1: 47200/75000, ETA: 0:24:41, 18.77it/s, loss: 0.3133, loss_seg: 0.3133, _pixel_acc: 0.9037 [06/27 17:19:47] Vis4D INFO: Epoch 1: 47250/75000, ETA: 0:24:40, 18.74it/s, loss: 0.2740, loss_seg: 0.2740, _pixel_acc: 0.9134 [06/27 17:19:53] Vis4D INFO: Epoch 1: 47300/75000, ETA: 0:24:39, 18.72it/s, loss: 0.3223, loss_seg: 0.3223, _pixel_acc: 0.8979 [06/27 17:19:59] Vis4D INFO: Epoch 1: 47350/75000, ETA: 0:24:39, 18.69it/s, loss: 0.3145, loss_seg: 0.3145, _pixel_acc: 0.8998 [06/27 17:20:05] Vis4D INFO: Epoch 1: 47400/75000, ETA: 0:24:38, 18.67it/s, loss: 0.4278, loss_seg: 0.4278, _pixel_acc: 0.8718 [06/27 17:20:11] Vis4D INFO: Epoch 1: 47450/75000, ETA: 0:24:37, 18.64it/s, loss: 0.3586, loss_seg: 0.3586, _pixel_acc: 0.8900 [06/27 17:20:17] Vis4D INFO: Epoch 1: 47500/75000, ETA: 0:24:37, 18.62it/s, loss: 0.2970, loss_seg: 0.2970, _pixel_acc: 0.9060 [06/27 17:20:23] Vis4D INFO: Epoch 1: 47550/75000, ETA: 0:24:36, 18.59it/s, loss: 0.3092, loss_seg: 0.3092, _pixel_acc: 0.9041 [06/27 17:20:29] Vis4D INFO: Epoch 1: 47600/75000, ETA: 0:24:35, 18.57it/s, loss: 0.3394, loss_seg: 0.3394, _pixel_acc: 0.8913 [06/27 17:20:35] Vis4D INFO: Epoch 1: 47650/75000, ETA: 0:24:35, 18.54it/s, loss: 0.2748, loss_seg: 0.2748, _pixel_acc: 0.9136 [06/27 17:20:41] Vis4D INFO: Epoch 1: 47700/75000, ETA: 0:24:34, 18.52it/s, loss: 0.2816, loss_seg: 0.2816, _pixel_acc: 0.9092 [06/27 17:20:47] Vis4D INFO: Epoch 1: 47750/75000, ETA: 0:24:33, 18.49it/s, loss: 0.3076, loss_seg: 0.3076, _pixel_acc: 0.9023 [06/27 17:20:53] Vis4D INFO: Epoch 1: 47800/75000, ETA: 0:24:32, 18.47it/s, loss: 0.2492, loss_seg: 0.2492, _pixel_acc: 0.9206 [06/27 17:20:59] Vis4D INFO: Epoch 1: 47850/75000, ETA: 0:24:31, 18.45it/s, loss: 0.2787, loss_seg: 0.2787, _pixel_acc: 0.9115 [06/27 17:21:05] Vis4D INFO: Epoch 1: 47900/75000, ETA: 0:24:30, 18.42it/s, loss: 0.3171, loss_seg: 0.3171, _pixel_acc: 0.9009 [06/27 17:21:11] Vis4D INFO: Epoch 1: 47950/75000, ETA: 0:24:29, 18.40it/s, loss: 0.3248, loss_seg: 0.3248, _pixel_acc: 0.8999 [06/27 17:21:18] Vis4D INFO: Epoch 1: 48000/75000, ETA: 0:24:29, 18.38it/s, loss: 0.3694, loss_seg: 0.3694, _pixel_acc: 0.8853 [06/27 17:21:23] Vis4D INFO: Epoch 1: 48050/75000, ETA: 0:24:28, 18.35it/s, loss: 0.3667, loss_seg: 0.3667, _pixel_acc: 0.8876 [06/27 17:21:29] Vis4D INFO: Epoch 1: 48100/75000, ETA: 0:24:27, 18.33it/s, loss: 0.3495, loss_seg: 0.3495, _pixel_acc: 0.8919 [06/27 17:21:36] Vis4D INFO: Epoch 1: 48150/75000, ETA: 0:24:26, 18.31it/s, loss: 0.3080, loss_seg: 0.3080, _pixel_acc: 0.9032 [06/27 17:21:42] Vis4D INFO: Epoch 1: 48200/75000, ETA: 0:24:26, 18.28it/s, loss: 0.2881, loss_seg: 0.2881, _pixel_acc: 0.9094 [06/27 17:21:48] Vis4D INFO: Epoch 1: 48250/75000, ETA: 0:24:25, 18.26it/s, loss: 0.3189, loss_seg: 0.3189, _pixel_acc: 0.9022 [06/27 17:21:54] Vis4D INFO: Epoch 1: 48300/75000, ETA: 0:24:24, 18.24it/s, loss: 0.3157, loss_seg: 0.3157, _pixel_acc: 0.8988 [06/27 17:22:00] Vis4D INFO: Epoch 1: 48350/75000, ETA: 0:24:23, 18.21it/s, loss: 0.3252, loss_seg: 0.3252, _pixel_acc: 0.8981 [06/27 17:22:07] Vis4D INFO: Epoch 1: 48400/75000, ETA: 0:24:22, 18.19it/s, loss: 0.3517, loss_seg: 0.3517, _pixel_acc: 0.8926 [06/27 17:22:13] Vis4D INFO: Epoch 1: 48450/75000, ETA: 0:24:21, 18.16it/s, loss: 0.3496, loss_seg: 0.3496, _pixel_acc: 0.8919 [06/27 17:22:20] Vis4D INFO: Epoch 1: 48500/75000, ETA: 0:24:21, 18.14it/s, loss: 0.3064, loss_seg: 0.3064, _pixel_acc: 0.8993 [06/27 17:22:26] Vis4D INFO: Epoch 1: 48550/75000, ETA: 0:24:20, 18.11it/s, loss: 0.3128, loss_seg: 0.3128, _pixel_acc: 0.9000 [06/27 17:22:32] Vis4D INFO: Epoch 1: 48600/75000, ETA: 0:24:19, 18.09it/s, loss: 0.2873, loss_seg: 0.2873, _pixel_acc: 0.9088 [06/27 17:22:38] Vis4D INFO: Epoch 1: 48650/75000, ETA: 0:24:18, 18.07it/s, loss: 0.2951, loss_seg: 0.2951, _pixel_acc: 0.9067 [06/27 17:22:44] Vis4D INFO: Epoch 1: 48700/75000, ETA: 0:24:17, 18.04it/s, loss: 0.2849, loss_seg: 0.2849, _pixel_acc: 0.9099 [06/27 17:22:50] Vis4D INFO: Epoch 1: 48750/75000, ETA: 0:24:16, 18.02it/s, loss: 0.3032, loss_seg: 0.3032, _pixel_acc: 0.9056 [06/27 17:22:56] Vis4D INFO: Epoch 1: 48800/75000, ETA: 0:24:15, 18.00it/s, loss: 0.2957, loss_seg: 0.2957, _pixel_acc: 0.9069 [06/27 17:23:02] Vis4D INFO: Epoch 1: 48850/75000, ETA: 0:24:14, 17.98it/s, loss: 0.2726, loss_seg: 0.2726, _pixel_acc: 0.9131 [06/27 17:23:08] Vis4D INFO: Epoch 1: 48900/75000, ETA: 0:24:13, 17.96it/s, loss: 0.2820, loss_seg: 0.2820, _pixel_acc: 0.9120 [06/27 17:23:15] Vis4D INFO: Epoch 1: 48950/75000, ETA: 0:24:12, 17.94it/s, loss: 0.3105, loss_seg: 0.3105, _pixel_acc: 0.9019 [06/27 17:23:21] Vis4D INFO: Epoch 1: 49000/75000, ETA: 0:24:11, 17.91it/s, loss: 0.2954, loss_seg: 0.2954, _pixel_acc: 0.9078 [06/27 17:23:27] Vis4D INFO: Epoch 1: 49050/75000, ETA: 0:24:10, 17.89it/s, loss: 0.3003, loss_seg: 0.3003, _pixel_acc: 0.9044 [06/27 17:23:33] Vis4D INFO: Epoch 1: 49100/75000, ETA: 0:24:09, 17.87it/s, loss: 0.3223, loss_seg: 0.3223, _pixel_acc: 0.8977 [06/27 17:23:39] Vis4D INFO: Epoch 1: 49150/75000, ETA: 0:24:08, 17.85it/s, loss: 0.3555, loss_seg: 0.3555, _pixel_acc: 0.8894 [06/27 17:23:45] Vis4D INFO: Epoch 1: 49200/75000, ETA: 0:24:06, 17.83it/s, loss: 0.3828, loss_seg: 0.3828, _pixel_acc: 0.8842 [06/27 17:23:51] Vis4D INFO: Epoch 1: 49250/75000, ETA: 0:24:05, 17.81it/s, loss: 0.3396, loss_seg: 0.3396, _pixel_acc: 0.8928 [06/27 17:23:56] Vis4D INFO: Epoch 1: 49300/75000, ETA: 0:24:04, 17.79it/s, loss: 0.3206, loss_seg: 0.3206, _pixel_acc: 0.8987 [06/27 17:24:02] Vis4D INFO: Epoch 1: 49350/75000, ETA: 0:24:03, 17.77it/s, loss: 0.3051, loss_seg: 0.3051, _pixel_acc: 0.9038 [06/27 17:24:08] Vis4D INFO: Epoch 1: 49400/75000, ETA: 0:24:02, 17.75it/s, loss: 0.3064, loss_seg: 0.3064, _pixel_acc: 0.9038 [06/27 17:24:14] Vis4D INFO: Epoch 1: 49450/75000, ETA: 0:24:00, 17.73it/s, loss: 0.3550, loss_seg: 0.3550, _pixel_acc: 0.8914 [06/27 17:24:20] Vis4D INFO: Epoch 1: 49500/75000, ETA: 0:23:59, 17.71it/s, loss: 0.3125, loss_seg: 0.3125, _pixel_acc: 0.9008 [06/27 17:24:26] Vis4D INFO: Epoch 1: 49550/75000, ETA: 0:23:58, 17.69it/s, loss: 0.2869, loss_seg: 0.2869, _pixel_acc: 0.9094 [06/27 17:24:32] Vis4D INFO: Epoch 1: 49600/75000, ETA: 0:23:57, 17.67it/s, loss: 0.3311, loss_seg: 0.3311, _pixel_acc: 0.8947 [06/27 17:24:38] Vis4D INFO: Epoch 1: 49650/75000, ETA: 0:23:56, 17.65it/s, loss: 0.3281, loss_seg: 0.3281, _pixel_acc: 0.8958 [06/27 17:24:44] Vis4D INFO: Epoch 1: 49700/75000, ETA: 0:23:54, 17.63it/s, loss: 0.3385, loss_seg: 0.3385, _pixel_acc: 0.8943 [06/27 17:24:50] Vis4D INFO: Epoch 1: 49750/75000, ETA: 0:23:53, 17.61it/s, loss: 0.3189, loss_seg: 0.3189, _pixel_acc: 0.8989 [06/27 17:24:56] Vis4D INFO: Epoch 1: 49800/75000, ETA: 0:23:52, 17.59it/s, loss: 0.3087, loss_seg: 0.3087, _pixel_acc: 0.9040 [06/27 17:25:02] Vis4D INFO: Epoch 1: 49850/75000, ETA: 0:23:51, 17.57it/s, loss: 0.3758, loss_seg: 0.3758, _pixel_acc: 0.8815 [06/27 17:25:08] Vis4D INFO: Epoch 1: 49900/75000, ETA: 0:23:49, 17.55it/s, loss: 0.3463, loss_seg: 0.3463, _pixel_acc: 0.8926 [06/27 17:25:15] Vis4D INFO: Epoch 1: 49950/75000, ETA: 0:23:48, 17.53it/s, loss: 0.3158, loss_seg: 0.3158, _pixel_acc: 0.8984 [06/27 17:25:21] Vis4D INFO: Epoch 1: 50000/75000, ETA: 0:23:47, 17.51it/s, loss: 0.3196, loss_seg: 0.3196, _pixel_acc: 0.9044 [06/27 17:25:27] Vis4D INFO: Testing: 50/12500, ETA: 0:25:46, 8.05it/s [06/27 17:25:33] Vis4D INFO: Testing: 100/12500, ETA: 0:25:32, 8.09it/s [06/27 17:25:39] Vis4D INFO: Testing: 150/12500, ETA: 0:25:09, 8.18it/s [06/27 17:25:45] Vis4D INFO: Testing: 200/12500, ETA: 0:24:54, 8.23it/s [06/27 17:25:51] Vis4D INFO: Testing: 250/12500, ETA: 0:24:42, 8.26it/s [06/27 17:25:57] Vis4D INFO: Testing: 300/12500, ETA: 0:24:32, 8.29it/s [06/27 17:26:03] Vis4D INFO: Testing: 350/12500, ETA: 0:24:20, 8.32it/s [06/27 17:26:09] Vis4D INFO: Testing: 400/12500, ETA: 0:24:14, 8.32it/s [06/27 17:26:15] Vis4D INFO: Testing: 450/12500, ETA: 0:24:06, 8.33it/s [06/27 17:26:21] Vis4D INFO: Testing: 500/12500, ETA: 0:24:00, 8.33it/s [06/27 17:26:27] Vis4D INFO: Testing: 550/12500, ETA: 0:23:53, 8.34it/s [06/27 17:26:33] Vis4D INFO: Testing: 600/12500, ETA: 0:23:51, 8.31it/s [06/27 17:26:39] Vis4D INFO: Testing: 650/12500, ETA: 0:23:44, 8.32it/s [06/27 17:26:45] Vis4D INFO: Testing: 700/12500, ETA: 0:23:36, 8.33it/s [06/27 17:26:51] Vis4D INFO: Testing: 750/12500, ETA: 0:23:31, 8.32it/s [06/27 17:26:57] Vis4D INFO: Testing: 800/12500, ETA: 0:23:26, 8.32it/s [06/27 17:27:03] Vis4D INFO: Testing: 850/12500, ETA: 0:23:19, 8.32it/s [06/27 17:27:09] Vis4D INFO: Testing: 900/12500, ETA: 0:23:12, 8.33it/s [06/27 17:27:15] Vis4D INFO: Testing: 950/12500, ETA: 0:23:07, 8.32it/s [06/27 17:27:21] Vis4D INFO: Testing: 1000/12500, ETA: 0:22:59, 8.34it/s [06/27 17:27:27] Vis4D INFO: Testing: 1050/12500, ETA: 0:22:53, 8.33it/s [06/27 17:27:33] Vis4D INFO: Testing: 1100/12500, ETA: 0:22:47, 8.34it/s [06/27 17:27:39] Vis4D INFO: Testing: 1150/12500, ETA: 0:22:40, 8.34it/s [06/27 17:27:45] Vis4D INFO: Testing: 1200/12500, ETA: 0:22:34, 8.34it/s [06/27 17:27:51] Vis4D INFO: Testing: 1250/12500, ETA: 0:22:27, 8.35it/s [06/27 17:27:57] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:21, 8.35it/s [06/27 17:28:03] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:15, 8.35it/s [06/27 17:28:09] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:11, 8.33it/s [06/27 17:28:15] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:04, 8.34it/s [06/27 17:28:21] Vis4D INFO: Testing: 1500/12500, ETA: 0:21:59, 8.34it/s [06/27 17:28:27] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:52, 8.34it/s [06/27 17:28:33] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:46, 8.34it/s [06/27 17:28:39] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:40, 8.34it/s [06/27 17:28:44] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:33, 8.35it/s [06/27 17:28:50] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:27, 8.35it/s [06/27 17:28:56] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:20, 8.36it/s [06/27 17:29:02] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:14, 8.35it/s [06/27 17:29:08] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:08, 8.36it/s [06/27 17:29:14] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:01, 8.36it/s [06/27 17:29:20] Vis4D INFO: Testing: 2000/12500, ETA: 0:20:56, 8.36it/s [06/27 17:29:26] Vis4D INFO: Testing: 2050/12500, ETA: 0:20:50, 8.36it/s [06/27 17:29:32] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:44, 8.35it/s [06/27 17:29:38] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:39, 8.35it/s [06/27 17:29:44] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:33, 8.35it/s [06/27 17:29:50] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:26, 8.36it/s [06/27 17:29:56] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:19, 8.36it/s [06/27 17:30:02] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:14, 8.36it/s [06/27 17:30:08] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:07, 8.36it/s [06/27 17:30:14] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:02, 8.36it/s [06/27 17:30:20] Vis4D INFO: Testing: 2500/12500, ETA: 0:19:55, 8.36it/s [06/27 17:30:26] Vis4D INFO: Testing: 2550/12500, ETA: 0:19:49, 8.36it/s [06/27 17:30:32] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:43, 8.36it/s [06/27 17:30:38] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:37, 8.36it/s [06/27 17:30:44] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:31, 8.36it/s [06/27 17:30:50] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:25, 8.37it/s [06/27 17:30:55] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:18, 8.37it/s [06/27 17:31:01] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:13, 8.37it/s [06/27 17:31:07] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:07, 8.37it/s [06/27 17:31:13] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:01, 8.37it/s [06/27 17:31:19] Vis4D INFO: Testing: 3000/12500, ETA: 0:18:54, 8.37it/s [06/27 17:31:25] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:48, 8.37it/s [06/27 17:31:31] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:42, 8.38it/s [06/27 17:31:37] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:36, 8.38it/s [06/27 17:31:43] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:30, 8.37it/s [06/27 17:31:49] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:25, 8.37it/s [06/27 17:31:55] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:19, 8.37it/s [06/27 17:32:01] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:13, 8.37it/s [06/27 17:32:07] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:06, 8.37it/s [06/27 17:32:13] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:01, 8.37it/s [06/27 17:32:19] Vis4D INFO: Testing: 3500/12500, ETA: 0:17:55, 8.37it/s [06/27 17:32:25] Vis4D INFO: Testing: 3550/12500, ETA: 0:17:49, 8.37it/s [06/27 17:32:31] Vis4D INFO: Testing: 3600/12500, ETA: 0:17:43, 8.37it/s [06/27 17:32:37] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:37, 8.37it/s [06/27 17:32:43] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:31, 8.37it/s [06/27 17:32:49] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:25, 8.37it/s [06/27 17:32:55] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:19, 8.37it/s [06/27 17:33:01] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:13, 8.37it/s [06/27 17:33:07] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:07, 8.37it/s [06/27 17:33:13] Vis4D INFO: Testing: 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[06/27 17:46:48] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:22, 8.39it/s [06/27 17:46:54] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:16, 8.39it/s [06/27 17:47:00] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:10, 8.39it/s [06/27 17:47:06] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:04, 8.39it/s [06/27 17:47:12] Vis4D INFO: Testing: 11000/12500, ETA: 0:02:58, 8.39it/s [06/27 17:47:18] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:52, 8.39it/s [06/27 17:47:24] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:46, 8.39it/s [06/27 17:47:31] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:40, 8.39it/s [06/27 17:47:36] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:35, 8.39it/s [06/27 17:47:42] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:29, 8.39it/s [06/27 17:47:48] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:23, 8.39it/s [06/27 17:47:54] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:17, 8.39it/s [06/27 17:48:00] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:11, 8.39it/s [06/27 17:48:06] Vis4D INFO: Testing: 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[06/27 17:49:30] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:41, 8.39it/s [06/27 17:49:36] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:35, 8.39it/s [06/27 17:49:42] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:29, 8.39it/s [06/27 17:49:48] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:23, 8.38it/s [06/27 17:49:54] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:17, 8.38it/s [06/27 17:50:00] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:11, 8.38it/s [06/27 17:50:06] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:05, 8.38it/s [06/27 17:50:12] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.38it/s [06/27 17:50:12] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 17:50:12] Vis4D INFO: mIoU: 53.1468 [06/27 17:50:12] Vis4D INFO: Showing evaluation results for mIoU [06/27 17:50:12] Vis4D INFO: mIoU: 53.147% unlabeled: (nan%), building: (63.051%), fence: (4.513%), other: (nan%), pedestrian: (42.588%), pole: (39.316%), road line: (67.559%), road: (88.918%), sidewalk: (74.070%), vegetation: (53.457%), vehicle: (71.175%), wall: (44.882%), traffic sign: (32.757%), sky: (74.545%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (42.436%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (44.789%) [06/27 17:50:12] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 17:50:12] Vis4D INFO: +-----------+-----------+-----------------------+----------------------+-------+-----------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+-----------------------+----------------------+-------+-----------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.8582534079377221 | 0.7580288229444786 | inf | 0.02508398549204797 | 0.10391821896536392 | 0.00015762959680272432 | 0.000582454996070357 | 0.006842789680617955 | 0.02385061189348258 | 0.020817364801247646 | 0.05462170665295658 | 0.05262796263996799 | 0.011237222027741231 | inf | inf | inf | inf | 0.03357618354200123 | inf | inf | nan | 0.018495595582203254 | | Class_2 | nan | 0.008902451469968084 | 0.5535414751581559 | inf | 0.004275491399203006 | 0.013353069635899316 | 3.2527134738506494e-05 | 0.000166091067759796 | 0.0039704251296218025 | 0.004365055724715029 | 0.0027181456246147995 | 0.015061995255923812 | 0.002203313859825061 | 0.0002961955145690364 | inf | inf | inf | inf | 0.0008011004380058113 | inf | inf | nan | 0.013831013237152202 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.003927188472550698 | 0.027265952077634627 | inf | 0.4812224815540143 | 0.004175720389981108 | 0.00011666243546594564 | 0.00028309740473802153 | 0.002773612836254874 | 0.0011082066187371948 | 0.008307572354241323 | 0.0032924322546676633 | 0.0013062420247506436 | 2.0803989358678154e-06 | inf | inf | inf | inf | 0.00026666231508581093 | inf | inf | inf | 0.0021865895498459358 | | Class_5 | nan | 0.01902355479163345 | 0.08166136946856528 | inf | 0.0038488801171855983 | 0.49439093355626745 | 7.626759908057763e-05 | 9.295004029973781e-05 | 0.002410314744615243 | 0.004409307554343619 | 0.0016867937083308046 | 0.005258686328839096 | 0.01406108105770597 | 0.0024115861794703117 | inf | inf | inf | inf | 0.023493429912830797 | inf | inf | inf | 0.004882882716716488 | | Class_6 | nan | 0.00112740753560686 | 0.012109659107193384 | inf | 0.0019275261180435356 | 0.00030423430439562883 | 0.7305972867981804 | 0.005536291895008699 | 0.00750893525323275 | 9.026254452179796e-05 | 0.008626290620663078 | 0.005189965858809749 | 8.580149926107749e-06 | 1.1762221660259844e-05 | inf | inf | inf | inf | 6.792305765108705e-05 | inf | inf | nan | 0.0009412460784394495 | | Class_7 | nan | 0.018749511225666655 | 0.6416443636420149 | inf | 0.018970900943435624 | 0.004477115455730261 | 0.0758499855752915 | 0.9109066310682147 | 0.09543165454539294 | 0.010796787532936003 | 0.07310133368695834 | 0.356545024875733 | 0.0005857153545558194 | 0.0017909530524633285 | inf | inf | inf | inf | 0.000155428229152968 | inf | inf | inf | 0.09581588608468902 | | Class_8 | nan | 0.008160687948358126 | 0.23798813256869095 | inf | 0.011745947829677045 | 0.014549287599308493 | 0.003404294797092787 | 0.004040567919612111 | 0.8584483739300455 | 0.0007963977851149948 | 0.005660424188485918 | 0.08582656185948627 | 0.00011490536781043497 | 5.876077843566213e-05 | inf | inf | inf | inf | 1.48209724439342e-05 | inf | inf | inf | 0.033114882061403346 | | Class_9 | nan | 0.05739965599038697 | 3.2316909430031067 | inf | 0.014671849032861286 | 0.0531892365810652 | 0.0004493245470383632 | 0.0009692020016337471 | 0.00757158032989376 | 0.596786610559334 | 0.0063967159375502985 | 0.017747832696106813 | 0.02373523441999216 | 0.015375826042808228 | inf | inf | inf | inf | 0.015001319872869845 | inf | inf | inf | 0.186757543149865 | | Class_10 | nan | 0.019841241153880834 | 0.40519050072072477 | inf | 0.03241134254979813 | 0.008646231920378583 | 0.001115447198819117 | 0.010412914047755345 | 0.009365119772538788 | 0.0010414633865544684 | 0.8107664867757053 | 0.011867014334071892 | 0.02605887630238096 | 5.576270317415478e-05 | inf | inf | inf | inf | 0.0006103476113180779 | inf | inf | nan | 0.018218221589802953 | | Class_11 | nan | 0.017350801582877304 | 0.11144072492086354 | inf | 0.003941702702061137 | 0.0061712693892314735 | 9.8079538895451e-05 | 0.000487736838395067 | 0.004838476471854787 | 0.00323410385984876 | 0.004031412576352658 | 0.7137784653406993 | 0.0021184733373557077 | 0.0002456210428502642 | inf | inf | inf | inf | 1.3054742567195929e-05 | inf | inf | inf | 0.0163768579175413 | | Class_12 | nan | 0.0018192742255537095 | 0.006240908532250928 | inf | 0.0008699138999552249 | 0.003459738079785616 | 3.1371886225473843e-06 | 2.0547590390327467e-06 | 1.1207717374065817e-05 | 0.0002595769924734444 | 0.0002909426941514631 | 0.0003936448582768395 | 0.3727194476305401 | 2.4973004351334126e-05 | inf | inf | inf | inf | 0.007397700253511582 | inf | inf | nan | 0.0005156061880501934 | | Class_13 | nan | 0.1849005697538571 | 4.983068471625348 | inf | 0.005587668669149599 | 0.03106835990413706 | 4.383585183397291e-05 | 0.001018953587827084 | 0.002504213456652013 | 0.035571333629510545 | 0.003752088612682563 | 0.005490707785851657 | 0.004516865485900755 | 0.7712810373951289 | inf | inf | inf | inf | 0.016319464909139953 | inf | inf | nan | 0.06462076520952069 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0026945602966766432 | 0.008254068774653489 | inf | 0.0013771682878660034 | 0.006282004188910271 | 4.875360697202016e-07 | 1.685161648653411e-06 | 7.551763840108949e-06 | 0.0005221621096566896 | 0.00015021342683685566 | 3.204314857430958e-05 | 0.006113871631347337 | 0.0001912132842221528 | inf | inf | inf | inf | 0.4660832988566541 | inf | inf | nan | 0.00034854980015676775 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.01731796553854995 | 0.7616084469074871 | inf | 0.005236364841983427 | 0.007874228556509733 | 7.546917044465904e-05 | 0.0008456808008354583 | 0.015737487006653242 | 0.03033065781199898 | 0.0035826072647869977 | 0.029010310726892013 | 0.004391869861777217 | 0.00295367023352243 | inf | inf | inf | inf | 0.0005922629532323447 | inf | inf | inf | 0.6521796954448383 | +-----------+-----------+-----------------------+----------------------+-------+-----------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 17:50:21] Vis4D INFO: Epoch 1: 50050/75000, ETA: 0:12:27, 33.37it/s, loss: 0.3109, loss_seg: 0.3109, _pixel_acc: 0.9033 [06/27 17:50:29] Vis4D INFO: Epoch 1: 50100/75000, ETA: 0:12:29, 33.22it/s, loss: 0.2713, loss_seg: 0.2713, _pixel_acc: 0.9137 [06/27 17:50:38] Vis4D INFO: Epoch 1: 50150/75000, ETA: 0:12:31, 33.06it/s, loss: 0.3127, loss_seg: 0.3127, _pixel_acc: 0.9048 [06/27 17:50:47] Vis4D INFO: Epoch 1: 50200/75000, ETA: 0:12:33, 32.90it/s, loss: 0.2611, loss_seg: 0.2611, _pixel_acc: 0.9162 [06/27 17:50:55] Vis4D INFO: Epoch 1: 50250/75000, ETA: 0:12:35, 32.75it/s, loss: 0.2729, loss_seg: 0.2729, _pixel_acc: 0.9126 [06/27 17:51:04] Vis4D INFO: Epoch 1: 50300/75000, ETA: 0:12:37, 32.60it/s, loss: 0.2957, loss_seg: 0.2957, _pixel_acc: 0.9072 [06/27 17:51:12] Vis4D INFO: Epoch 1: 50350/75000, ETA: 0:12:39, 32.46it/s, loss: 0.2929, loss_seg: 0.2929, _pixel_acc: 0.9039 [06/27 17:51:21] Vis4D INFO: Epoch 1: 50400/75000, ETA: 0:12:41, 32.31it/s, loss: 0.2593, loss_seg: 0.2593, _pixel_acc: 0.9162 [06/27 17:51:29] Vis4D INFO: Epoch 1: 50450/75000, ETA: 0:12:43, 32.17it/s, loss: 0.3078, loss_seg: 0.3078, _pixel_acc: 0.9015 [06/27 17:51:38] Vis4D INFO: Epoch 1: 50500/75000, ETA: 0:12:45, 32.02it/s, loss: 0.3800, loss_seg: 0.3800, _pixel_acc: 0.8875 [06/27 17:51:46] Vis4D INFO: Epoch 1: 50550/75000, ETA: 0:12:46, 31.88it/s, loss: 0.3570, loss_seg: 0.3570, _pixel_acc: 0.8870 [06/27 17:51:55] Vis4D INFO: Epoch 1: 50600/75000, ETA: 0:12:48, 31.75it/s, loss: 0.3919, loss_seg: 0.3919, _pixel_acc: 0.8762 [06/27 17:52:03] Vis4D INFO: Epoch 1: 50650/75000, ETA: 0:12:50, 31.61it/s, loss: 0.3360, loss_seg: 0.3360, _pixel_acc: 0.8939 [06/27 17:52:12] Vis4D INFO: Epoch 1: 50700/75000, ETA: 0:12:52, 31.47it/s, loss: 0.3725, loss_seg: 0.3725, _pixel_acc: 0.8844 [06/27 17:52:21] Vis4D INFO: Epoch 1: 50750/75000, ETA: 0:12:54, 31.33it/s, loss: 0.3603, loss_seg: 0.3603, _pixel_acc: 0.8850 [06/27 17:52:29] Vis4D INFO: Epoch 1: 50800/75000, ETA: 0:12:55, 31.19it/s, loss: 0.3204, loss_seg: 0.3204, _pixel_acc: 0.8980 [06/27 17:52:38] Vis4D INFO: Epoch 1: 50850/75000, ETA: 0:12:57, 31.06it/s, loss: 0.3169, loss_seg: 0.3169, _pixel_acc: 0.8990 [06/27 17:52:47] Vis4D INFO: Epoch 1: 50900/75000, ETA: 0:12:59, 30.93it/s, loss: 0.3467, loss_seg: 0.3467, _pixel_acc: 0.8918 [06/27 17:52:56] Vis4D INFO: Epoch 1: 50950/75000, ETA: 0:13:01, 30.78it/s, loss: 0.3206, loss_seg: 0.3206, _pixel_acc: 0.8978 [06/27 17:53:05] Vis4D INFO: Epoch 1: 51000/75000, ETA: 0:13:02, 30.65it/s, loss: 0.2929, loss_seg: 0.2929, _pixel_acc: 0.9100 [06/27 17:53:13] Vis4D INFO: Epoch 1: 51050/75000, ETA: 0:13:04, 30.54it/s, loss: 0.2896, loss_seg: 0.2896, _pixel_acc: 0.9076 [06/27 17:53:21] Vis4D INFO: Epoch 1: 51100/75000, ETA: 0:13:05, 30.41it/s, loss: 0.2829, loss_seg: 0.2829, _pixel_acc: 0.9104 [06/27 17:53:30] Vis4D INFO: Epoch 1: 51150/75000, ETA: 0:13:07, 30.28it/s, loss: 0.2664, loss_seg: 0.2664, _pixel_acc: 0.9154 [06/27 17:53:38] Vis4D INFO: Epoch 1: 51200/75000, ETA: 0:13:09, 30.16it/s, loss: 0.3000, loss_seg: 0.3000, _pixel_acc: 0.9043 [06/27 17:53:47] Vis4D INFO: Epoch 1: 51250/75000, ETA: 0:13:10, 30.04it/s, loss: 0.2854, loss_seg: 0.2854, _pixel_acc: 0.9103 [06/27 17:53:55] Vis4D INFO: Epoch 1: 51300/75000, ETA: 0:13:11, 29.93it/s, loss: 0.2797, loss_seg: 0.2797, _pixel_acc: 0.9116 [06/27 17:54:03] Vis4D INFO: Epoch 1: 51350/75000, ETA: 0:13:13, 29.82it/s, loss: 0.2760, loss_seg: 0.2760, _pixel_acc: 0.9143 [06/27 17:54:11] Vis4D INFO: Epoch 1: 51400/75000, ETA: 0:13:14, 29.71it/s, loss: 0.2867, loss_seg: 0.2867, _pixel_acc: 0.9121 [06/27 17:54:18] Vis4D INFO: Epoch 1: 51450/75000, ETA: 0:13:15, 29.62it/s, loss: 0.2760, loss_seg: 0.2760, _pixel_acc: 0.9132 [06/27 17:54:26] Vis4D INFO: Epoch 1: 51500/75000, ETA: 0:13:16, 29.51it/s, loss: 0.2993, loss_seg: 0.2993, _pixel_acc: 0.9025 [06/27 17:54:34] Vis4D INFO: Epoch 1: 51550/75000, ETA: 0:13:17, 29.40it/s, loss: 0.2998, loss_seg: 0.2998, _pixel_acc: 0.9049 [06/27 17:54:42] Vis4D INFO: Epoch 1: 51600/75000, ETA: 0:13:18, 29.29it/s, loss: 0.2888, loss_seg: 0.2888, _pixel_acc: 0.9096 [06/27 17:54:50] Vis4D INFO: Epoch 1: 51650/75000, ETA: 0:13:20, 29.19it/s, loss: 0.3337, loss_seg: 0.3337, _pixel_acc: 0.8943 [06/27 17:54:58] Vis4D INFO: Epoch 1: 51700/75000, ETA: 0:13:20, 29.10it/s, loss: 0.3375, loss_seg: 0.3375, _pixel_acc: 0.8937 [06/27 17:55:05] Vis4D INFO: Epoch 1: 51750/75000, ETA: 0:13:21, 29.00it/s, loss: 0.3375, loss_seg: 0.3375, _pixel_acc: 0.8937 [06/27 17:55:13] Vis4D INFO: Epoch 1: 51800/75000, ETA: 0:13:22, 28.91it/s, loss: 0.3374, loss_seg: 0.3374, _pixel_acc: 0.8931 [06/27 17:55:21] Vis4D INFO: Epoch 1: 51850/75000, ETA: 0:13:23, 28.81it/s, loss: 0.3837, loss_seg: 0.3837, _pixel_acc: 0.8790 [06/27 17:55:28] Vis4D INFO: Epoch 1: 51900/75000, ETA: 0:13:24, 28.71it/s, loss: 0.3103, loss_seg: 0.3103, _pixel_acc: 0.9022 [06/27 17:55:36] Vis4D INFO: Epoch 1: 51950/75000, ETA: 0:13:25, 28.61it/s, loss: 0.3198, loss_seg: 0.3198, _pixel_acc: 0.9002 [06/27 17:55:44] Vis4D INFO: Epoch 1: 52000/75000, ETA: 0:13:26, 28.52it/s, loss: 0.3473, loss_seg: 0.3473, _pixel_acc: 0.8912 [06/27 17:55:52] Vis4D INFO: Epoch 1: 52050/75000, ETA: 0:13:27, 28.42it/s, loss: 0.3312, loss_seg: 0.3312, _pixel_acc: 0.8955 [06/27 17:56:00] Vis4D INFO: Epoch 1: 52100/75000, ETA: 0:13:28, 28.33it/s, loss: 0.3012, loss_seg: 0.3012, _pixel_acc: 0.9067 [06/27 17:56:07] Vis4D INFO: Epoch 1: 52150/75000, ETA: 0:13:28, 28.25it/s, loss: 0.2840, loss_seg: 0.2840, _pixel_acc: 0.9097 [06/27 17:56:15] Vis4D INFO: Epoch 1: 52200/75000, ETA: 0:13:29, 28.16it/s, loss: 0.3096, loss_seg: 0.3096, _pixel_acc: 0.9003 [06/27 17:56:23] Vis4D INFO: Epoch 1: 52250/75000, ETA: 0:13:30, 28.07it/s, loss: 0.3561, loss_seg: 0.3561, _pixel_acc: 0.8887 [06/27 17:56:30] Vis4D INFO: Epoch 1: 52300/75000, ETA: 0:13:31, 27.98it/s, loss: 0.3454, loss_seg: 0.3454, _pixel_acc: 0.8951 [06/27 17:56:38] Vis4D INFO: Epoch 1: 52350/75000, ETA: 0:13:32, 27.88it/s, loss: 0.3174, loss_seg: 0.3174, _pixel_acc: 0.9030 [06/27 17:56:46] Vis4D INFO: Epoch 1: 52400/75000, ETA: 0:13:33, 27.79it/s, loss: 0.3747, loss_seg: 0.3747, _pixel_acc: 0.8833 [06/27 17:56:54] Vis4D INFO: Epoch 1: 52450/75000, ETA: 0:13:34, 27.70it/s, loss: 0.3209, loss_seg: 0.3209, _pixel_acc: 0.8987 [06/27 17:57:01] Vis4D INFO: Epoch 1: 52500/75000, ETA: 0:13:34, 27.62it/s, loss: 0.2807, loss_seg: 0.2807, _pixel_acc: 0.9103 [06/27 17:57:08] Vis4D INFO: Epoch 1: 52550/75000, ETA: 0:13:34, 27.55it/s, loss: 0.2595, loss_seg: 0.2595, _pixel_acc: 0.9162 [06/27 17:57:16] Vis4D INFO: Epoch 1: 52600/75000, ETA: 0:13:35, 27.47it/s, loss: 0.2775, loss_seg: 0.2775, _pixel_acc: 0.9111 [06/27 17:57:23] Vis4D INFO: Epoch 1: 52650/75000, ETA: 0:13:35, 27.39it/s, loss: 0.2606, loss_seg: 0.2606, _pixel_acc: 0.9184 [06/27 17:57:30] Vis4D INFO: Epoch 1: 52700/75000, ETA: 0:13:36, 27.32it/s, loss: 0.3074, loss_seg: 0.3074, _pixel_acc: 0.9017 [06/27 17:57:37] Vis4D INFO: Epoch 1: 52750/75000, ETA: 0:13:36, 27.24it/s, loss: 0.3144, loss_seg: 0.3144, _pixel_acc: 0.8995 [06/27 17:57:44] Vis4D INFO: Epoch 1: 52800/75000, ETA: 0:13:37, 27.17it/s, loss: 0.2768, loss_seg: 0.2768, _pixel_acc: 0.9114 [06/27 17:57:52] Vis4D INFO: Epoch 1: 52850/75000, ETA: 0:13:37, 27.09it/s, loss: 0.2776, loss_seg: 0.2776, _pixel_acc: 0.9101 [06/27 17:57:59] Vis4D INFO: Epoch 1: 52900/75000, ETA: 0:13:37, 27.02it/s, loss: 0.2875, loss_seg: 0.2875, _pixel_acc: 0.9094 [06/27 17:58:06] Vis4D INFO: Epoch 1: 52950/75000, ETA: 0:13:38, 26.95it/s, loss: 0.2859, loss_seg: 0.2859, _pixel_acc: 0.9104 [06/27 17:58:13] Vis4D INFO: Epoch 1: 53000/75000, ETA: 0:13:38, 26.87it/s, loss: 0.2771, loss_seg: 0.2771, _pixel_acc: 0.9124 [06/27 17:58:20] Vis4D INFO: Epoch 1: 53050/75000, ETA: 0:13:38, 26.81it/s, loss: 0.2905, loss_seg: 0.2905, _pixel_acc: 0.9079 [06/27 17:58:27] Vis4D INFO: Epoch 1: 53100/75000, ETA: 0:13:39, 26.74it/s, loss: 0.2831, loss_seg: 0.2831, _pixel_acc: 0.9086 [06/27 17:58:35] Vis4D INFO: Epoch 1: 53150/75000, ETA: 0:13:39, 26.66it/s, loss: 0.2790, loss_seg: 0.2790, _pixel_acc: 0.9122 [06/27 17:58:42] Vis4D INFO: Epoch 1: 53200/75000, ETA: 0:13:40, 26.58it/s, loss: 0.3669, loss_seg: 0.3669, _pixel_acc: 0.8891 [06/27 17:58:49] Vis4D INFO: Epoch 1: 53250/75000, ETA: 0:13:40, 26.51it/s, loss: 0.3166, loss_seg: 0.3166, _pixel_acc: 0.8987 [06/27 17:58:57] Vis4D INFO: Epoch 1: 53300/75000, ETA: 0:13:40, 26.44it/s, loss: 0.2656, loss_seg: 0.2656, _pixel_acc: 0.9158 [06/27 17:59:04] Vis4D INFO: Epoch 1: 53350/75000, ETA: 0:13:40, 26.38it/s, loss: 0.3048, loss_seg: 0.3048, _pixel_acc: 0.9011 [06/27 17:59:10] Vis4D INFO: Epoch 1: 53400/75000, ETA: 0:13:40, 26.31it/s, loss: 0.3146, loss_seg: 0.3146, _pixel_acc: 0.9006 [06/27 17:59:17] Vis4D INFO: Epoch 1: 53450/75000, ETA: 0:13:40, 26.25it/s, loss: 0.2826, loss_seg: 0.2826, _pixel_acc: 0.9095 [06/27 17:59:24] Vis4D INFO: Epoch 1: 53500/75000, ETA: 0:13:41, 26.19it/s, loss: 0.3036, loss_seg: 0.3036, _pixel_acc: 0.9038 [06/27 17:59:31] Vis4D INFO: Epoch 1: 53550/75000, ETA: 0:13:41, 26.12it/s, loss: 0.3537, loss_seg: 0.3537, _pixel_acc: 0.8883 [06/27 17:59:38] Vis4D INFO: Epoch 1: 53600/75000, ETA: 0:13:41, 26.05it/s, loss: 0.3885, loss_seg: 0.3885, _pixel_acc: 0.8794 [06/27 17:59:45] Vis4D INFO: Epoch 1: 53650/75000, ETA: 0:13:41, 25.99it/s, loss: 0.3560, loss_seg: 0.3560, _pixel_acc: 0.8893 [06/27 17:59:52] Vis4D INFO: Epoch 1: 53700/75000, ETA: 0:13:41, 25.92it/s, loss: 0.3167, loss_seg: 0.3167, _pixel_acc: 0.9007 [06/27 17:59:59] Vis4D INFO: Epoch 1: 53750/75000, ETA: 0:13:41, 25.87it/s, loss: 0.3018, loss_seg: 0.3018, _pixel_acc: 0.9044 [06/27 18:00:06] Vis4D INFO: Epoch 1: 53800/75000, ETA: 0:13:41, 25.80it/s, loss: 0.3051, loss_seg: 0.3051, _pixel_acc: 0.9045 [06/27 18:00:13] Vis4D INFO: Epoch 1: 53850/75000, ETA: 0:13:41, 25.74it/s, loss: 0.3030, loss_seg: 0.3030, _pixel_acc: 0.9034 [06/27 18:00:20] Vis4D INFO: Epoch 1: 53900/75000, ETA: 0:13:41, 25.68it/s, loss: 0.2885, loss_seg: 0.2885, _pixel_acc: 0.9073 [06/27 18:00:26] Vis4D INFO: Epoch 1: 53950/75000, ETA: 0:13:41, 25.63it/s, loss: 0.2880, loss_seg: 0.2880, _pixel_acc: 0.9068 [06/27 18:00:33] Vis4D INFO: Epoch 1: 54000/75000, ETA: 0:13:41, 25.56it/s, loss: 0.2831, loss_seg: 0.2831, _pixel_acc: 0.9079 [06/27 18:00:40] Vis4D INFO: Epoch 1: 54050/75000, ETA: 0:13:41, 25.51it/s, loss: 0.3020, loss_seg: 0.3020, _pixel_acc: 0.9026 [06/27 18:00:47] Vis4D INFO: Epoch 1: 54100/75000, ETA: 0:13:41, 25.44it/s, loss: 0.2924, loss_seg: 0.2924, _pixel_acc: 0.9074 [06/27 18:00:54] Vis4D INFO: Epoch 1: 54150/75000, ETA: 0:13:41, 25.39it/s, loss: 0.2689, loss_seg: 0.2689, _pixel_acc: 0.9151 [06/27 18:01:01] Vis4D INFO: Epoch 1: 54200/75000, ETA: 0:13:41, 25.33it/s, loss: 0.2679, loss_seg: 0.2679, _pixel_acc: 0.9131 [06/27 18:01:08] Vis4D INFO: Epoch 1: 54250/75000, ETA: 0:13:41, 25.27it/s, loss: 0.3025, loss_seg: 0.3025, _pixel_acc: 0.9053 [06/27 18:01:14] Vis4D INFO: Epoch 1: 54300/75000, ETA: 0:13:40, 25.22it/s, loss: 0.2872, loss_seg: 0.2872, _pixel_acc: 0.9089 [06/27 18:01:21] Vis4D INFO: Epoch 1: 54350/75000, ETA: 0:13:40, 25.16it/s, loss: 0.2935, loss_seg: 0.2935, _pixel_acc: 0.9057 [06/27 18:01:29] Vis4D INFO: Epoch 1: 54400/75000, ETA: 0:13:40, 25.10it/s, loss: 0.2609, loss_seg: 0.2609, _pixel_acc: 0.9174 [06/27 18:01:35] Vis4D INFO: Epoch 1: 54450/75000, ETA: 0:13:40, 25.04it/s, loss: 0.2690, loss_seg: 0.2690, _pixel_acc: 0.9142 [06/27 18:01:42] Vis4D INFO: Epoch 1: 54500/75000, ETA: 0:13:40, 24.99it/s, loss: 0.2794, loss_seg: 0.2794, _pixel_acc: 0.9083 [06/27 18:01:48] Vis4D INFO: Epoch 1: 54550/75000, ETA: 0:13:39, 24.94it/s, loss: 0.2831, loss_seg: 0.2831, _pixel_acc: 0.9097 [06/27 18:01:55] Vis4D INFO: Epoch 1: 54600/75000, ETA: 0:13:39, 24.88it/s, loss: 0.3009, loss_seg: 0.3009, _pixel_acc: 0.9039 [06/27 18:02:02] Vis4D INFO: Epoch 1: 54650/75000, ETA: 0:13:39, 24.83it/s, loss: 0.2833, loss_seg: 0.2833, _pixel_acc: 0.9120 [06/27 18:02:09] Vis4D INFO: Epoch 1: 54700/75000, ETA: 0:13:39, 24.78it/s, loss: 0.2782, loss_seg: 0.2782, _pixel_acc: 0.9120 [06/27 18:02:15] Vis4D INFO: Epoch 1: 54750/75000, ETA: 0:13:39, 24.72it/s, loss: 0.3174, loss_seg: 0.3174, _pixel_acc: 0.8994 [06/27 18:02:22] Vis4D INFO: Epoch 1: 54800/75000, ETA: 0:13:38, 24.67it/s, loss: 0.3012, loss_seg: 0.3012, _pixel_acc: 0.9046 [06/27 18:02:29] Vis4D INFO: Epoch 1: 54850/75000, ETA: 0:13:38, 24.62it/s, loss: 0.2523, loss_seg: 0.2523, _pixel_acc: 0.9185 [06/27 18:02:36] Vis4D INFO: Epoch 1: 54900/75000, ETA: 0:13:38, 24.57it/s, loss: 0.3097, loss_seg: 0.3097, _pixel_acc: 0.9027 [06/27 18:02:42] Vis4D INFO: Epoch 1: 54950/75000, ETA: 0:13:37, 24.52it/s, loss: 0.2677, loss_seg: 0.2677, _pixel_acc: 0.9137 [06/27 18:02:48] Vis4D INFO: Epoch 1: 55000/75000, ETA: 0:13:37, 24.47it/s, loss: 0.2745, loss_seg: 0.2745, _pixel_acc: 0.9122 [06/27 18:02:55] Vis4D INFO: Epoch 1: 55050/75000, ETA: 0:13:36, 24.43it/s, loss: 0.2898, loss_seg: 0.2898, _pixel_acc: 0.9075 [06/27 18:03:01] Vis4D INFO: Epoch 1: 55100/75000, ETA: 0:13:36, 24.38it/s, loss: 0.2896, loss_seg: 0.2896, _pixel_acc: 0.9091 [06/27 18:03:08] Vis4D INFO: Epoch 1: 55150/75000, ETA: 0:13:35, 24.33it/s, loss: 0.2880, loss_seg: 0.2880, _pixel_acc: 0.9076 [06/27 18:03:14] Vis4D INFO: Epoch 1: 55200/75000, ETA: 0:13:35, 24.28it/s, loss: 0.2883, loss_seg: 0.2883, _pixel_acc: 0.9102 [06/27 18:03:21] Vis4D INFO: Epoch 1: 55250/75000, ETA: 0:13:34, 24.24it/s, loss: 0.2875, loss_seg: 0.2875, _pixel_acc: 0.9093 [06/27 18:03:27] Vis4D INFO: Epoch 1: 55300/75000, ETA: 0:13:34, 24.19it/s, loss: 0.3038, loss_seg: 0.3038, _pixel_acc: 0.9039 [06/27 18:03:34] Vis4D INFO: Epoch 1: 55350/75000, ETA: 0:13:34, 24.14it/s, loss: 0.2795, loss_seg: 0.2795, _pixel_acc: 0.9112 [06/27 18:03:41] Vis4D INFO: Epoch 1: 55400/75000, ETA: 0:13:33, 24.09it/s, loss: 0.2767, loss_seg: 0.2767, _pixel_acc: 0.9114 [06/27 18:03:48] Vis4D INFO: Epoch 1: 55450/75000, ETA: 0:13:33, 24.04it/s, loss: 0.3531, loss_seg: 0.3531, _pixel_acc: 0.8884 [06/27 18:03:54] Vis4D INFO: Epoch 1: 55500/75000, ETA: 0:13:32, 23.99it/s, loss: 0.3357, loss_seg: 0.3357, _pixel_acc: 0.8949 [06/27 18:04:01] Vis4D INFO: Epoch 1: 55550/75000, ETA: 0:13:32, 23.94it/s, loss: 0.2940, loss_seg: 0.2940, _pixel_acc: 0.9078 [06/27 18:04:07] Vis4D INFO: Epoch 1: 55600/75000, ETA: 0:13:31, 23.90it/s, loss: 0.2871, loss_seg: 0.2871, _pixel_acc: 0.9099 [06/27 18:04:13] Vis4D INFO: Epoch 1: 55650/75000, ETA: 0:13:31, 23.86it/s, loss: 0.3018, loss_seg: 0.3018, _pixel_acc: 0.9055 [06/27 18:04:20] Vis4D INFO: Epoch 1: 55700/75000, ETA: 0:13:30, 23.81it/s, loss: 0.2864, loss_seg: 0.2864, _pixel_acc: 0.9095 [06/27 18:04:26] Vis4D INFO: Epoch 1: 55750/75000, ETA: 0:13:29, 23.77it/s, loss: 0.2947, loss_seg: 0.2947, _pixel_acc: 0.9046 [06/27 18:04:33] Vis4D INFO: Epoch 1: 55800/75000, ETA: 0:13:29, 23.73it/s, loss: 0.3349, loss_seg: 0.3349, _pixel_acc: 0.8949 [06/27 18:04:39] Vis4D INFO: Epoch 1: 55850/75000, ETA: 0:13:28, 23.69it/s, loss: 0.3610, loss_seg: 0.3610, _pixel_acc: 0.8859 [06/27 18:04:45] Vis4D INFO: Epoch 1: 55900/75000, ETA: 0:13:27, 23.65it/s, loss: 0.3141, loss_seg: 0.3141, _pixel_acc: 0.9024 [06/27 18:04:51] Vis4D INFO: Epoch 1: 55950/75000, ETA: 0:13:26, 23.61it/s, loss: 0.3101, loss_seg: 0.3101, _pixel_acc: 0.9002 [06/27 18:04:57] Vis4D INFO: Epoch 1: 56000/75000, ETA: 0:13:26, 23.57it/s, loss: 0.3103, loss_seg: 0.3103, _pixel_acc: 0.9039 [06/27 18:05:03] Vis4D INFO: Epoch 1: 56050/75000, ETA: 0:13:25, 23.52it/s, loss: 0.3431, loss_seg: 0.3431, _pixel_acc: 0.8905 [06/27 18:05:10] Vis4D INFO: Epoch 1: 56100/75000, ETA: 0:13:24, 23.48it/s, loss: 0.3202, loss_seg: 0.3202, _pixel_acc: 0.8987 [06/27 18:05:16] Vis4D INFO: Epoch 1: 56150/75000, ETA: 0:13:24, 23.44it/s, loss: 0.2895, loss_seg: 0.2895, _pixel_acc: 0.9079 [06/27 18:05:23] Vis4D INFO: Epoch 1: 56200/75000, ETA: 0:13:23, 23.40it/s, loss: 0.2862, loss_seg: 0.2862, _pixel_acc: 0.9073 [06/27 18:05:29] Vis4D INFO: Epoch 1: 56250/75000, ETA: 0:13:22, 23.36it/s, loss: 0.2808, loss_seg: 0.2808, _pixel_acc: 0.9096 [06/27 18:05:35] Vis4D INFO: Epoch 1: 56300/75000, ETA: 0:13:21, 23.32it/s, loss: 0.2885, loss_seg: 0.2885, _pixel_acc: 0.9087 [06/27 18:05:41] Vis4D INFO: Epoch 1: 56350/75000, ETA: 0:13:21, 23.28it/s, loss: 0.2756, loss_seg: 0.2756, _pixel_acc: 0.9118 [06/27 18:05:48] Vis4D INFO: Epoch 1: 56400/75000, ETA: 0:13:20, 23.23it/s, loss: 0.2872, loss_seg: 0.2872, _pixel_acc: 0.9096 [06/27 18:05:54] Vis4D INFO: Epoch 1: 56450/75000, ETA: 0:13:19, 23.20it/s, loss: 0.3031, loss_seg: 0.3031, _pixel_acc: 0.9044 [06/27 18:06:00] Vis4D INFO: Epoch 1: 56500/75000, ETA: 0:13:18, 23.16it/s, loss: 0.2757, loss_seg: 0.2757, _pixel_acc: 0.9118 [06/27 18:06:07] Vis4D INFO: Epoch 1: 56550/75000, ETA: 0:13:18, 23.12it/s, loss: 0.3315, loss_seg: 0.3315, _pixel_acc: 0.8939 [06/27 18:06:13] Vis4D INFO: Epoch 1: 56600/75000, ETA: 0:13:17, 23.08it/s, loss: 0.2695, loss_seg: 0.2695, _pixel_acc: 0.9134 [06/27 18:06:19] Vis4D INFO: Epoch 1: 56650/75000, ETA: 0:13:16, 23.04it/s, loss: 0.3123, loss_seg: 0.3123, _pixel_acc: 0.8994 [06/27 18:06:26] Vis4D INFO: Epoch 1: 56700/75000, ETA: 0:13:15, 23.00it/s, loss: 0.3769, loss_seg: 0.3769, _pixel_acc: 0.8833 [06/27 18:06:32] Vis4D INFO: Epoch 1: 56750/75000, ETA: 0:13:14, 22.97it/s, loss: 0.3060, loss_seg: 0.3060, _pixel_acc: 0.9051 [06/27 18:06:38] Vis4D INFO: Epoch 1: 56800/75000, ETA: 0:13:13, 22.93it/s, loss: 0.2988, loss_seg: 0.2988, _pixel_acc: 0.9062 [06/27 18:06:45] Vis4D INFO: Epoch 1: 56850/75000, ETA: 0:13:13, 22.89it/s, loss: 0.2691, loss_seg: 0.2691, _pixel_acc: 0.9130 [06/27 18:06:51] Vis4D INFO: Epoch 1: 56900/75000, ETA: 0:13:12, 22.85it/s, loss: 0.3062, loss_seg: 0.3062, _pixel_acc: 0.9029 [06/27 18:06:57] Vis4D INFO: Epoch 1: 56950/75000, ETA: 0:13:11, 22.82it/s, loss: 0.3167, loss_seg: 0.3167, _pixel_acc: 0.8979 [06/27 18:07:03] Vis4D INFO: Epoch 1: 57000/75000, ETA: 0:13:10, 22.78it/s, loss: 0.3084, loss_seg: 0.3084, _pixel_acc: 0.9040 [06/27 18:07:10] Vis4D INFO: Epoch 1: 57050/75000, ETA: 0:13:09, 22.74it/s, loss: 0.2931, loss_seg: 0.2931, _pixel_acc: 0.9068 [06/27 18:07:16] Vis4D INFO: Epoch 1: 57100/75000, ETA: 0:13:08, 22.70it/s, loss: 0.2836, loss_seg: 0.2836, _pixel_acc: 0.9082 [06/27 18:07:23] Vis4D INFO: Epoch 1: 57150/75000, ETA: 0:13:07, 22.66it/s, loss: 0.2925, loss_seg: 0.2925, _pixel_acc: 0.9083 [06/27 18:07:29] Vis4D INFO: Epoch 1: 57200/75000, ETA: 0:13:06, 22.62it/s, loss: 0.2713, loss_seg: 0.2713, _pixel_acc: 0.9131 [06/27 18:07:35] Vis4D INFO: Epoch 1: 57250/75000, ETA: 0:13:05, 22.59it/s, loss: 0.2711, loss_seg: 0.2711, _pixel_acc: 0.9138 [06/27 18:07:42] Vis4D INFO: Epoch 1: 57300/75000, ETA: 0:13:04, 22.55it/s, loss: 0.3265, loss_seg: 0.3265, _pixel_acc: 0.9005 [06/27 18:07:49] Vis4D INFO: Epoch 1: 57350/75000, ETA: 0:13:04, 22.51it/s, loss: 0.2996, loss_seg: 0.2996, _pixel_acc: 0.9047 [06/27 18:07:54] Vis4D INFO: Epoch 1: 57400/75000, ETA: 0:13:03, 22.48it/s, loss: 0.2845, loss_seg: 0.2845, _pixel_acc: 0.9103 [06/27 18:08:00] Vis4D INFO: Epoch 1: 57450/75000, ETA: 0:13:01, 22.44it/s, loss: 0.3758, loss_seg: 0.3758, _pixel_acc: 0.8844 [06/27 18:08:07] Vis4D INFO: Epoch 1: 57500/75000, ETA: 0:13:00, 22.41it/s, loss: 0.3187, loss_seg: 0.3187, _pixel_acc: 0.8977 [06/27 18:08:13] Vis4D INFO: Epoch 1: 57550/75000, ETA: 0:12:59, 22.37it/s, loss: 0.3145, loss_seg: 0.3145, _pixel_acc: 0.9011 [06/27 18:08:19] Vis4D INFO: Epoch 1: 57600/75000, ETA: 0:12:58, 22.34it/s, loss: 0.3128, loss_seg: 0.3128, _pixel_acc: 0.9002 [06/27 18:08:25] Vis4D INFO: Epoch 1: 57650/75000, ETA: 0:12:57, 22.31it/s, loss: 0.3112, loss_seg: 0.3112, _pixel_acc: 0.9020 [06/27 18:08:31] Vis4D INFO: Epoch 1: 57700/75000, ETA: 0:12:56, 22.27it/s, loss: 0.2782, loss_seg: 0.2782, _pixel_acc: 0.9132 [06/27 18:08:37] Vis4D INFO: Epoch 1: 57750/75000, ETA: 0:12:55, 22.24it/s, loss: 0.2642, loss_seg: 0.2642, _pixel_acc: 0.9160 [06/27 18:08:44] Vis4D INFO: Epoch 1: 57800/75000, ETA: 0:12:54, 22.21it/s, loss: 0.2526, loss_seg: 0.2526, _pixel_acc: 0.9195 [06/27 18:08:50] Vis4D INFO: Epoch 1: 57850/75000, ETA: 0:12:53, 22.17it/s, loss: 0.2704, loss_seg: 0.2704, _pixel_acc: 0.9123 [06/27 18:08:56] Vis4D INFO: Epoch 1: 57900/75000, ETA: 0:12:52, 22.14it/s, loss: 0.3365, loss_seg: 0.3365, _pixel_acc: 0.8985 [06/27 18:09:02] Vis4D INFO: Epoch 1: 57950/75000, ETA: 0:12:51, 22.10it/s, loss: 0.3042, loss_seg: 0.3042, _pixel_acc: 0.9032 [06/27 18:09:09] Vis4D INFO: Epoch 1: 58000/75000, ETA: 0:12:50, 22.07it/s, loss: 0.2911, loss_seg: 0.2911, _pixel_acc: 0.9099 [06/27 18:09:15] Vis4D INFO: Epoch 1: 58050/75000, ETA: 0:12:49, 22.04it/s, loss: 0.3029, loss_seg: 0.3029, _pixel_acc: 0.9056 [06/27 18:09:21] Vis4D INFO: Epoch 1: 58100/75000, ETA: 0:12:48, 22.01it/s, loss: 0.3023, loss_seg: 0.3023, _pixel_acc: 0.9037 [06/27 18:09:28] Vis4D INFO: Epoch 1: 58150/75000, ETA: 0:12:46, 21.97it/s, loss: 0.2713, loss_seg: 0.2713, _pixel_acc: 0.9116 [06/27 18:09:33] Vis4D INFO: Epoch 1: 58200/75000, ETA: 0:12:45, 21.94it/s, loss: 0.2711, loss_seg: 0.2711, _pixel_acc: 0.9140 [06/27 18:09:39] Vis4D INFO: Epoch 1: 58250/75000, ETA: 0:12:44, 21.91it/s, loss: 0.2966, loss_seg: 0.2966, _pixel_acc: 0.9076 [06/27 18:09:45] Vis4D INFO: Epoch 1: 58300/75000, ETA: 0:12:43, 21.88it/s, loss: 0.2780, loss_seg: 0.2780, _pixel_acc: 0.9113 [06/27 18:09:52] Vis4D INFO: Epoch 1: 58350/75000, ETA: 0:12:42, 21.85it/s, loss: 0.2900, loss_seg: 0.2900, _pixel_acc: 0.9061 [06/27 18:09:57] Vis4D INFO: Epoch 1: 58400/75000, ETA: 0:12:40, 21.82it/s, loss: 0.2939, loss_seg: 0.2939, _pixel_acc: 0.9091 [06/27 18:10:04] Vis4D INFO: Epoch 1: 58450/75000, ETA: 0:12:39, 21.79it/s, loss: 0.3242, loss_seg: 0.3242, _pixel_acc: 0.8996 [06/27 18:10:10] Vis4D INFO: Epoch 1: 58500/75000, ETA: 0:12:38, 21.76it/s, loss: 0.3122, loss_seg: 0.3122, _pixel_acc: 0.8977 [06/27 18:10:16] Vis4D INFO: Epoch 1: 58550/75000, ETA: 0:12:37, 21.72it/s, loss: 0.2914, loss_seg: 0.2914, _pixel_acc: 0.9064 [06/27 18:10:22] Vis4D INFO: Epoch 1: 58600/75000, ETA: 0:12:36, 21.69it/s, loss: 0.2745, loss_seg: 0.2745, _pixel_acc: 0.9148 [06/27 18:10:29] Vis4D INFO: Epoch 1: 58650/75000, ETA: 0:12:34, 21.66it/s, loss: 0.2973, loss_seg: 0.2973, _pixel_acc: 0.9061 [06/27 18:10:35] Vis4D INFO: Epoch 1: 58700/75000, ETA: 0:12:33, 21.63it/s, loss: 0.2732, loss_seg: 0.2732, _pixel_acc: 0.9124 [06/27 18:10:41] Vis4D INFO: Epoch 1: 58750/75000, ETA: 0:12:32, 21.60it/s, loss: 0.2629, loss_seg: 0.2629, _pixel_acc: 0.9156 [06/27 18:10:47] Vis4D INFO: Epoch 1: 58800/75000, ETA: 0:12:31, 21.57it/s, loss: 0.3422, loss_seg: 0.3422, _pixel_acc: 0.8927 [06/27 18:10:53] Vis4D INFO: Epoch 1: 58850/75000, ETA: 0:12:29, 21.54it/s, loss: 0.3143, loss_seg: 0.3143, _pixel_acc: 0.9028 [06/27 18:10:59] Vis4D INFO: Epoch 1: 58900/75000, ETA: 0:12:28, 21.51it/s, loss: 0.2961, loss_seg: 0.2961, _pixel_acc: 0.9066 [06/27 18:11:05] Vis4D INFO: Epoch 1: 58950/75000, ETA: 0:12:27, 21.48it/s, loss: 0.3313, loss_seg: 0.3313, _pixel_acc: 0.8964 [06/27 18:11:12] Vis4D INFO: Epoch 1: 59000/75000, ETA: 0:12:25, 21.45it/s, loss: 0.3094, loss_seg: 0.3094, _pixel_acc: 0.9005 [06/27 18:11:17] Vis4D INFO: Epoch 1: 59050/75000, ETA: 0:12:24, 21.42it/s, loss: 0.3176, loss_seg: 0.3176, _pixel_acc: 0.9012 [06/27 18:11:23] Vis4D INFO: Epoch 1: 59100/75000, ETA: 0:12:23, 21.39it/s, loss: 0.2812, loss_seg: 0.2812, _pixel_acc: 0.9118 [06/27 18:11:29] Vis4D INFO: Epoch 1: 59150/75000, ETA: 0:12:21, 21.37it/s, loss: 0.3051, loss_seg: 0.3051, _pixel_acc: 0.9007 [06/27 18:11:35] Vis4D INFO: Epoch 1: 59200/75000, ETA: 0:12:20, 21.34it/s, loss: 0.2871, loss_seg: 0.2871, _pixel_acc: 0.9065 [06/27 18:11:42] Vis4D INFO: Epoch 1: 59250/75000, ETA: 0:12:19, 21.31it/s, loss: 0.3222, loss_seg: 0.3222, _pixel_acc: 0.8964 [06/27 18:11:47] Vis4D INFO: Epoch 1: 59300/75000, ETA: 0:12:17, 21.28it/s, loss: 0.2993, loss_seg: 0.2993, _pixel_acc: 0.9052 [06/27 18:11:54] Vis4D INFO: Epoch 1: 59350/75000, ETA: 0:12:16, 21.25it/s, loss: 0.2805, loss_seg: 0.2805, _pixel_acc: 0.9099 [06/27 18:12:00] Vis4D INFO: Epoch 1: 59400/75000, ETA: 0:12:15, 21.22it/s, loss: 0.2723, loss_seg: 0.2723, _pixel_acc: 0.9127 [06/27 18:12:06] Vis4D INFO: Epoch 1: 59450/75000, ETA: 0:12:13, 21.19it/s, loss: 0.2878, loss_seg: 0.2878, _pixel_acc: 0.9091 [06/27 18:12:12] Vis4D INFO: Epoch 1: 59500/75000, ETA: 0:12:12, 21.16it/s, loss: 0.2571, loss_seg: 0.2571, _pixel_acc: 0.9166 [06/27 18:12:18] Vis4D INFO: Epoch 1: 59550/75000, ETA: 0:12:10, 21.14it/s, loss: 0.2809, loss_seg: 0.2809, _pixel_acc: 0.9090 [06/27 18:12:24] Vis4D INFO: Epoch 1: 59600/75000, ETA: 0:12:09, 21.11it/s, loss: 0.2472, loss_seg: 0.2472, _pixel_acc: 0.9196 [06/27 18:12:30] Vis4D INFO: Epoch 1: 59650/75000, ETA: 0:12:08, 21.08it/s, loss: 0.2597, loss_seg: 0.2597, _pixel_acc: 0.9163 [06/27 18:12:36] Vis4D INFO: Epoch 1: 59700/75000, ETA: 0:12:06, 21.06it/s, loss: 0.2672, loss_seg: 0.2672, _pixel_acc: 0.9135 [06/27 18:12:42] Vis4D INFO: Epoch 1: 59750/75000, ETA: 0:12:05, 21.03it/s, loss: 0.3317, loss_seg: 0.3317, _pixel_acc: 0.8977 [06/27 18:12:48] Vis4D INFO: Epoch 1: 59800/75000, ETA: 0:12:03, 21.00it/s, loss: 0.2951, loss_seg: 0.2951, _pixel_acc: 0.9096 [06/27 18:12:54] Vis4D INFO: Epoch 1: 59850/75000, ETA: 0:12:02, 20.98it/s, loss: 0.2880, loss_seg: 0.2880, _pixel_acc: 0.9087 [06/27 18:13:00] Vis4D INFO: Epoch 1: 59900/75000, ETA: 0:12:00, 20.95it/s, loss: 0.2659, loss_seg: 0.2659, _pixel_acc: 0.9135 [06/27 18:13:06] Vis4D INFO: Epoch 1: 59950/75000, ETA: 0:11:59, 20.92it/s, loss: 0.2896, loss_seg: 0.2896, _pixel_acc: 0.9073 [06/27 18:13:13] Vis4D INFO: Epoch 1: 60000/75000, ETA: 0:11:57, 20.89it/s, loss: 0.2773, loss_seg: 0.2773, _pixel_acc: 0.9106 [06/27 18:13:19] Vis4D INFO: Testing: 50/12500, ETA: 0:27:26, 7.56it/s [06/27 18:13:25] Vis4D INFO: Testing: 100/12500, ETA: 0:26:23, 7.83it/s [06/27 18:13:32] Vis4D INFO: Testing: 150/12500, ETA: 0:26:03, 7.90it/s [06/27 18:13:38] Vis4D INFO: Testing: 200/12500, ETA: 0:25:47, 7.95it/s [06/27 18:13:44] Vis4D INFO: Testing: 250/12500, ETA: 0:25:33, 7.99it/s [06/27 18:13:50] Vis4D INFO: Testing: 300/12500, ETA: 0:25:21, 8.02it/s [06/27 18:13:56] Vis4D INFO: Testing: 350/12500, ETA: 0:25:02, 8.09it/s [06/27 18:14:02] Vis4D INFO: Testing: 400/12500, ETA: 0:25:03, 8.05it/s [06/27 18:14:08] Vis4D INFO: Testing: 450/12500, ETA: 0:24:54, 8.06it/s [06/27 18:14:14] Vis4D INFO: Testing: 500/12500, ETA: 0:24:44, 8.08it/s [06/27 18:14:21] Vis4D INFO: Testing: 550/12500, ETA: 0:24:38, 8.08it/s [06/27 18:14:27] Vis4D INFO: Testing: 600/12500, ETA: 0:24:30, 8.09it/s [06/27 18:14:33] Vis4D INFO: Testing: 650/12500, ETA: 0:24:23, 8.09it/s [06/27 18:14:39] Vis4D INFO: Testing: 700/12500, ETA: 0:24:14, 8.11it/s [06/27 18:14:45] Vis4D INFO: Testing: 750/12500, ETA: 0:24:10, 8.10it/s [06/27 18:14:51] Vis4D INFO: Testing: 800/12500, ETA: 0:24:02, 8.11it/s [06/27 18:14:57] Vis4D INFO: Testing: 850/12500, ETA: 0:23:54, 8.12it/s [06/27 18:15:03] Vis4D INFO: Testing: 900/12500, ETA: 0:23:48, 8.12it/s [06/27 18:15:10] Vis4D INFO: Testing: 950/12500, ETA: 0:23:43, 8.12it/s [06/27 18:15:16] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:36, 8.12it/s [06/27 18:15:22] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:29, 8.12it/s [06/27 18:15:28] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:20, 8.14it/s [06/27 18:15:34] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:12, 8.15it/s [06/27 18:15:40] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:07, 8.14it/s [06/27 18:15:46] Vis4D INFO: Testing: 1250/12500, ETA: 0:22:59, 8.15it/s [06/27 18:15:52] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:52, 8.16it/s [06/27 18:15:58] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:45, 8.16it/s [06/27 18:16:04] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:41, 8.15it/s [06/27 18:16:10] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:34, 8.16it/s [06/27 18:16:16] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:28, 8.16it/s [06/27 18:16:23] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:21, 8.16it/s [06/27 18:16:29] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:16, 8.15it/s [06/27 18:16:35] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:09, 8.16it/s [06/27 18:16:41] Vis4D INFO: Testing: 1700/12500, ETA: 0:22:01, 8.17it/s [06/27 18:16:47] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:55, 8.17it/s [06/27 18:16:53] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:47, 8.18it/s [06/27 18:16:59] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:43, 8.17it/s [06/27 18:17:05] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:36, 8.18it/s [06/27 18:17:11] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:31, 8.17it/s [06/27 18:17:17] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:24, 8.17it/s [06/27 18:17:23] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:18, 8.18it/s [06/27 18:17:29] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:12, 8.17it/s [06/27 18:17:36] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:05, 8.18it/s [06/27 18:17:42] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:59, 8.18it/s [06/27 18:17:48] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:53, 8.18it/s [06/27 18:17:54] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:46, 8.18it/s [06/27 18:18:00] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:39, 8.19it/s [06/27 18:18:06] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:33, 8.19it/s [06/27 18:18:12] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:27, 8.19it/s [06/27 18:18:18] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:21, 8.19it/s [06/27 18:18:24] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:14, 8.19it/s [06/27 18:18:30] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:08, 8.19it/s [06/27 18:18:36] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:02, 8.19it/s [06/27 18:18:42] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:56, 8.19it/s [06/27 18:18:48] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:49, 8.20it/s [06/27 18:18:54] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:42, 8.20it/s [06/27 18:19:00] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:36, 8.20it/s [06/27 18:19:06] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:30, 8.20it/s [06/27 18:19:12] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:23, 8.21it/s [06/27 18:19:18] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:16, 8.21it/s [06/27 18:19:24] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:11, 8.21it/s [06/27 18:19:30] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:04, 8.21it/s [06/27 18:19:36] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:58, 8.21it/s [06/27 18:19:42] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:52, 8.21it/s [06/27 18:19:48] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:46, 8.21it/s [06/27 18:19:54] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:39, 8.22it/s [06/27 18:20:00] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:33, 8.22it/s [06/27 18:20:06] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:27, 8.22it/s [06/27 18:20:12] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:20, 8.22it/s [06/27 18:20:18] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:14, 8.22it/s [06/27 18:20:24] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:07, 8.23it/s [06/27 18:20:30] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:01, 8.23it/s [06/27 18:20:36] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:55, 8.23it/s [06/27 18:20:42] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:49, 8.23it/s [06/27 18:20:48] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:43, 8.23it/s [06/27 18:20:54] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:37, 8.23it/s [06/27 18:21:00] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:30, 8.23it/s [06/27 18:21:06] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:24, 8.23it/s [06/27 18:21:12] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:18, 8.24it/s [06/27 18:21:18] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:11, 8.24it/s [06/27 18:21:24] Vis4D INFO: Testing: 4050/12500, ETA: 0:17:05, 8.24it/s [06/27 18:21:30] Vis4D INFO: Testing: 4100/12500, ETA: 0:16:59, 8.24it/s [06/27 18:21:36] Vis4D INFO: Testing: 4150/12500, ETA: 0:16:53, 8.24it/s [06/27 18:21:42] Vis4D INFO: Testing: 4200/12500, ETA: 0:16:47, 8.24it/s [06/27 18:21:48] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:40, 8.24it/s [06/27 18:21:54] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:35, 8.24it/s [06/27 18:22:00] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:29, 8.24it/s [06/27 18:22:07] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:22, 8.24it/s [06/27 18:22:13] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:17, 8.24it/s [06/27 18:22:19] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:11, 8.24it/s [06/27 18:22:25] Vis4D INFO: Testing: 4550/12500, ETA: 0:16:04, 8.24it/s [06/27 18:22:31] Vis4D INFO: Testing: 4600/12500, ETA: 0:15:58, 8.24it/s [06/27 18:22:37] Vis4D INFO: Testing: 4650/12500, ETA: 0:15:52, 8.24it/s [06/27 18:22:43] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:45, 8.25it/s [06/27 18:22:49] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:39, 8.25it/s [06/27 18:22:55] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:33, 8.25it/s [06/27 18:23:01] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:27, 8.25it/s [06/27 18:23:07] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:21, 8.25it/s [06/27 18:23:13] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:15, 8.24it/s [06/27 18:23:19] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:09, 8.25it/s [06/27 18:23:25] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:03, 8.25it/s [06/27 18:23:31] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:57, 8.25it/s [06/27 18:23:37] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:51, 8.24it/s [06/27 18:23:43] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:45, 8.24it/s [06/27 18:23:49] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:39, 8.25it/s [06/27 18:23:55] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:32, 8.25it/s [06/27 18:24:01] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:26, 8.25it/s [06/27 18:24:07] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:20, 8.25it/s [06/27 18:24:13] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:14, 8.25it/s [06/27 18:24:19] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:08, 8.25it/s [06/27 18:24:25] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:01, 8.25it/s [06/27 18:24:31] Vis4D INFO: Testing: 5600/12500, ETA: 0:13:55, 8.26it/s [06/27 18:24:37] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:49, 8.26it/s [06/27 18:24:43] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:43, 8.26it/s [06/27 18:24:49] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:37, 8.26it/s [06/27 18:24:55] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:30, 8.26it/s [06/27 18:25:01] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:24, 8.26it/s [06/27 18:25:07] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:18, 8.26it/s [06/27 18:25:12] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:12, 8.27it/s [06/27 18:25:18] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:06, 8.27it/s [06/27 18:25:24] Vis4D INFO: Testing: 6050/12500, ETA: 0:13:00, 8.27it/s [06/27 18:25:31] Vis4D INFO: Testing: 6100/12500, ETA: 0:12:54, 8.27it/s [06/27 18:25:36] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:48, 8.27it/s [06/27 18:25:42] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:41, 8.27it/s [06/27 18:25:48] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:35, 8.27it/s [06/27 18:25:54] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:29, 8.27it/s [06/27 18:26:00] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:23, 8.27it/s [06/27 18:26:06] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:17, 8.27it/s [06/27 18:26:13] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:11, 8.27it/s [06/27 18:26:19] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:05, 8.27it/s [06/27 18:26:25] Vis4D INFO: Testing: 6550/12500, ETA: 0:11:59, 8.27it/s [06/27 18:26:31] Vis4D INFO: Testing: 6600/12500, ETA: 0:11:53, 8.27it/s [06/27 18:26:37] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:47, 8.27it/s [06/27 18:26:43] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:41, 8.27it/s [06/27 18:26:49] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:35, 8.27it/s [06/27 18:26:55] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:29, 8.27it/s [06/27 18:27:01] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:23, 8.27it/s [06/27 18:27:07] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:17, 8.27it/s [06/27 18:27:13] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:11, 8.27it/s [06/27 18:27:19] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:05, 8.27it/s [06/27 18:27:25] Vis4D INFO: Testing: 7050/12500, ETA: 0:10:59, 8.27it/s [06/27 18:27:31] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:53, 8.27it/s [06/27 18:27:38] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:47, 8.27it/s [06/27 18:27:44] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:41, 8.27it/s [06/27 18:27:50] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:35, 8.27it/s [06/27 18:27:56] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:29, 8.27it/s [06/27 18:28:02] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:22, 8.27it/s [06/27 18:28:07] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:16, 8.27it/s [06/27 18:28:14] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:10, 8.27it/s [06/27 18:28:20] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:04, 8.27it/s [06/27 18:28:25] Vis4D INFO: Testing: 7550/12500, ETA: 0:09:58, 8.27it/s [06/27 18:28:32] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:52, 8.27it/s [06/27 18:28:38] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:46, 8.27it/s [06/27 18:28:44] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:40, 8.27it/s [06/27 18:28:50] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:34, 8.27it/s [06/27 18:28:56] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:28, 8.27it/s [06/27 18:29:02] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:22, 8.27it/s [06/27 18:29:08] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:16, 8.27it/s [06/27 18:29:14] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:10, 8.27it/s [06/27 18:29:20] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:04, 8.27it/s [06/27 18:29:26] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 8750/12500, ETA: 0:07:32, 8.28it/s [06/27 18:30:55] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:26, 8.28it/s [06/27 18:31:02] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:20, 8.28it/s [06/27 18:31:08] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:14, 8.28it/s [06/27 18:31:14] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:08, 8.28it/s [06/27 18:31:20] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:02, 8.28it/s [06/27 18:31:26] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:56, 8.28it/s [06/27 18:31:32] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:50, 8.28it/s [06/27 18:31:38] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:44, 8.28it/s [06/27 18:31:44] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:38, 8.28it/s [06/27 18:31:50] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:32, 8.28it/s [06/27 18:31:56] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:26, 8.28it/s [06/27 18:32:02] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:20, 8.28it/s [06/27 18:32:08] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:14, 8.28it/s [06/27 18:32:14] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:08, 8.28it/s [06/27 18:32:20] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:02, 8.28it/s [06/27 18:32:26] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:56, 8.28it/s [06/27 18:32:32] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:50, 8.28it/s [06/27 18:32:38] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:44, 8.28it/s [06/27 18:32:44] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:38, 8.28it/s [06/27 18:32:50] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:32, 8.28it/s [06/27 18:32:56] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:26, 8.28it/s [06/27 18:33:02] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:20, 8.28it/s [06/27 18:33:08] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:14, 8.28it/s [06/27 18:33:14] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:08, 8.28it/s [06/27 18:33:21] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:02, 8.28it/s [06/27 18:33:27] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:55, 8.28it/s [06/27 18:33:32] Vis4D INFO: Testing: 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[06/27 18:34:57] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:25, 8.28it/s [06/27 18:35:03] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:19, 8.28it/s [06/27 18:35:09] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:13, 8.28it/s [06/27 18:35:15] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:07, 8.28it/s [06/27 18:35:21] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:01, 8.28it/s [06/27 18:35:27] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:55, 8.28it/s [06/27 18:35:33] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:49, 8.28it/s [06/27 18:35:39] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:43, 8.28it/s [06/27 18:35:45] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:36, 8.28it/s [06/27 18:35:51] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:30, 8.28it/s [06/27 18:35:57] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:24, 8.28it/s [06/27 18:36:03] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:18, 8.28it/s [06/27 18:36:09] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:12, 8.28it/s [06/27 18:36:15] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:06, 8.28it/s [06/27 18:36:21] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:00, 8.28it/s [06/27 18:36:27] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:54, 8.28it/s [06/27 18:36:33] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:48, 8.28it/s [06/27 18:36:39] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:42, 8.28it/s [06/27 18:36:45] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:36, 8.28it/s [06/27 18:36:51] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:30, 8.29it/s [06/27 18:36:57] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:24, 8.29it/s [06/27 18:37:03] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:18, 8.29it/s [06/27 18:37:09] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:12, 8.29it/s [06/27 18:37:14] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:06, 8.29it/s [06/27 18:37:20] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:00, 8.29it/s [06/27 18:37:26] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:54, 8.29it/s [06/27 18:37:32] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:48, 8.29it/s [06/27 18:37:38] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:42, 8.29it/s [06/27 18:37:44] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.29it/s [06/27 18:37:50] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.29it/s [06/27 18:37:56] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.29it/s [06/27 18:38:02] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.29it/s [06/27 18:38:08] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.29it/s [06/27 18:38:14] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.29it/s [06/27 18:38:20] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.29it/s [06/27 18:38:21] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 18:38:21] Vis4D INFO: mIoU: 58.4453 [06/27 18:38:21] Vis4D INFO: Showing evaluation results for mIoU [06/27 18:38:21] Vis4D INFO: mIoU: 58.445% unlabeled: (nan%), building: (75.360%), fence: (39.791%), other: (nan%), pedestrian: (48.993%), pole: (34.291%), road line: (64.362%), road: (87.322%), sidewalk: (77.687%), vegetation: (41.056%), vehicle: (75.527%), wall: (61.729%), traffic sign: (36.792%), sky: (72.262%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (47.528%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (55.535%) [06/27 18:38:21] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 18:38:21] Vis4D INFO: +-----------+-----------+-----------------------+-----------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+-----------------------+-----------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.8681341976836987 | 0.04622796070943237 | inf | 0.02297835508874284 | 0.02456323288830289 | 8.535060803166922e-05 | 7.498926130399919e-05 | 0.0027129923891181696 | 0.09974425271576987 | 0.0052907063373006 | 0.029580853845873965 | 0.016068630216816957 | 0.00788286223432613 | inf | inf | inf | inf | 0.03554506909894439 | inf | inf | inf | 0.005940372393589287 | | Class_2 | nan | 0.005846173186550068 | 0.5330632861379359 | inf | 0.004630762111823307 | 0.003895417453100955 | 3.067237795152747e-05 | 9.415154043352608e-05 | 0.0023284148303626983 | 0.014139622232585055 | 0.0013402318801542332 | 0.010054492701572514 | 0.0011281867534840557 | 8.241933690834596e-05 | inf | inf | inf | inf | 0.0005430388944936824 | inf | inf | nan | 0.010749081171234734 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.003291842426214858 | 0.011933682468852354 | inf | 0.6241952434610044 | 0.0007373350021048327 | 0.00011978195973814085 | 0.00025391525888093623 | 0.0017368088466400105 | 0.0028321766397843566 | 0.0024170441060562143 | 0.003680819836796742 | 0.0010861096982464234 | 5.320585795920932e-07 | inf | inf | inf | inf | 0.0003433397295172529 | inf | inf | nan | 0.0014621202898364237 | | Class_5 | nan | 0.020475977741799867 | 0.02916540239673787 | inf | 0.006954989449035224 | 0.3676891092982662 | 6.373650894074027e-05 | 0.00011205269500055623 | 0.003071198366177904 | 0.01709215324080484 | 0.0009310016785408309 | 0.007685759325232945 | 0.01789970285224776 | 0.0025928605624707074 | inf | inf | inf | inf | 0.03223884035489702 | inf | inf | inf | 0.004747712349682549 | | Class_6 | nan | 0.0008861613707706998 | 0.0012447273190545698 | inf | 0.002233470574473832 | 0.00012208276933227822 | 0.6807047143112822 | 0.009001079915307294 | 0.002956185554116683 | 0.0013309586648185532 | 0.0026080542121551496 | 0.0006866875498086867 | 4.221433763645012e-05 | 1.4297790401393702e-06 | inf | inf | inf | inf | 0.00017754449891386461 | inf | nan | nan | 0.0029244609678767243 | | Class_7 | nan | 0.00818358091415473 | 0.00899915393350606 | inf | 0.03058183525636238 | 0.000817498569205667 | 0.039395701867877865 | 0.8980801932263848 | 0.08985090330224287 | 0.24083700543951564 | 0.012044393218394097 | 0.01196187486909313 | 4.585232120511981e-05 | 0.00011519141615319893 | inf | inf | inf | inf | 9.288065373543221e-05 | inf | inf | nan | 0.026816728050672662 | | Class_8 | nan | 0.009594872781795447 | 0.026302954450158133 | inf | 0.01639220994440898 | 0.0036897074252177898 | 0.00142871738657491 | 0.0035451738479078125 | 0.867512129311154 | 0.01748467610484526 | 0.0023986122315159696 | 0.02126163815317106 | 2.8005609358815692e-05 | 1.4898227165787207e-05 | inf | inf | inf | inf | 3.789714974653641e-05 | inf | inf | nan | 0.05496557822653638 | | Class_9 | nan | 0.024583447399922707 | 0.0932558693169911 | inf | 0.0146408110057777 | 0.009065729430395492 | 0.0001701324239819982 | 0.0003223148480754366 | 0.002264246439729206 | 0.9048422650752544 | 0.0028301758580891205 | 0.012278673688016276 | 0.011199841301546967 | 0.0069930478179786384 | inf | inf | inf | inf | 0.01221962300591207 | inf | inf | inf | 0.09427652345576429 | | Class_10 | nan | 0.026781053978623837 | 0.021287127460350313 | inf | 0.1629354856040016 | 0.0073724874675354735 | 0.0162632741410374 | 0.014121939529134753 | 0.004245976611962428 | 0.023130573232886746 | 0.7814484295986857 | 0.01425118906708154 | 0.0018336123598089304 | 0.00014073184205094306 | inf | inf | inf | inf | 0.001960630352084487 | inf | inf | nan | 0.004760070059259365 | | Class_11 | nan | 0.020198775738554654 | 0.030169722862996996 | inf | 0.0053868530141314526 | 0.001638074477767088 | 1.4986434838790547e-05 | 0.0005983128720784162 | 0.0029916404074898993 | 0.013166400068692578 | 0.0019606097766174104 | 0.6978749628159341 | 0.0015315910824099375 | 0.00011567651975610336 | inf | inf | inf | inf | 3.240647860798048e-05 | inf | inf | nan | 0.011284377501519236 | | Class_12 | nan | 0.0019720881949291773 | 0.0012190237440875393 | inf | 0.0010207696110111411 | 0.0012121662184645437 | 1.794697995781612e-06 | 6.262416704724016e-07 | 2.323333144338115e-06 | 0.0006776765553584515 | 0.00018734689244385565 | 0.0003893083622605241 | 0.38942918664983583 | 2.795479210530294e-05 | nan | inf | inf | inf | 0.0048590903724153285 | inf | inf | nan | 0.00047380802140280774 | | Class_13 | nan | 0.02369303674963481 | 0.016395803852022963 | inf | 0.00018376945394529002 | 0.014083737818144385 | 1.9935985807471724e-05 | 1.9500397784252684e-05 | 4.5897561725404714e-05 | 0.6732412217864663 | 0.0007608210102330376 | 0.001272959611583962 | 0.0027064538514920194 | 0.7363194684236011 | inf | inf | inf | inf | 0.02027455275507863 | inf | inf | nan | 0.004150765879564712 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.002208374413458977 | 0.0013760517334056456 | inf | 0.00026436186481688305 | 0.0026436366675721234 | 1.766435035218122e-08 | 2.725688169530973e-07 | 1.6536709138924707e-07 | 0.0014083002579888641 | 5.986287327880044e-05 | 6.20706716006052e-05 | 0.002443077569360216 | 0.00021062960728540834 | nan | inf | inf | inf | 0.5271887475798331 | inf | inf | nan | 0.0001897340146691794 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.004270580015256194 | 0.05208967991128354 | inf | 0.0058380006866894174 | 0.0024228229682815936 | 3.172164036244703e-05 | 0.0003216689784874391 | 0.004465794915124029 | 0.09884421153916897 | 0.0018316703342012653 | 0.017385506975725586 | 0.002455913473649673 | 0.0007804339720279954 | inf | inf | inf | inf | 0.0008924452396745146 | inf | inf | inf | 0.679044352074129 | +-----------+-----------+-----------------------+-----------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 18:38:30] Vis4D INFO: Epoch 1: 60050/75000, ETA: 0:06:17, 39.58it/s, loss: 0.3249, loss_seg: 0.3249, _pixel_acc: 0.8998 [06/27 18:38:39] Vis4D INFO: Epoch 1: 60100/75000, ETA: 0:06:18, 39.37it/s, loss: 0.3197, loss_seg: 0.3197, _pixel_acc: 0.8984 [06/27 18:38:48] Vis4D INFO: Epoch 1: 60150/75000, ETA: 0:06:18, 39.19it/s, loss: 0.3035, loss_seg: 0.3035, _pixel_acc: 0.9024 [06/27 18:38:57] Vis4D INFO: Epoch 1: 60200/75000, ETA: 0:06:19, 38.99it/s, loss: 0.3047, loss_seg: 0.3047, _pixel_acc: 0.9051 [06/27 18:39:06] Vis4D INFO: Epoch 1: 60250/75000, ETA: 0:06:20, 38.79it/s, loss: 0.3245, loss_seg: 0.3245, _pixel_acc: 0.8988 [06/27 18:39:14] Vis4D INFO: Epoch 1: 60300/75000, ETA: 0:06:20, 38.61it/s, loss: 0.3216, loss_seg: 0.3216, _pixel_acc: 0.8982 [06/27 18:39:23] Vis4D INFO: Epoch 1: 60350/75000, ETA: 0:06:21, 38.43it/s, loss: 0.2606, loss_seg: 0.2606, _pixel_acc: 0.9162 [06/27 18:39:31] Vis4D INFO: Epoch 1: 60400/75000, ETA: 0:06:21, 38.27it/s, loss: 0.3029, loss_seg: 0.3029, _pixel_acc: 0.9012 [06/27 18:39:39] Vis4D INFO: Epoch 1: 60450/75000, ETA: 0:06:21, 38.11it/s, loss: 0.2742, loss_seg: 0.2742, _pixel_acc: 0.9098 [06/27 18:39:48] Vis4D INFO: Epoch 1: 60500/75000, ETA: 0:06:22, 37.93it/s, loss: 0.2876, loss_seg: 0.2876, _pixel_acc: 0.9040 [06/27 18:39:57] Vis4D INFO: Epoch 1: 60550/75000, ETA: 0:06:22, 37.75it/s, loss: 0.2673, loss_seg: 0.2673, _pixel_acc: 0.9136 [06/27 18:40:05] Vis4D INFO: Epoch 1: 60600/75000, ETA: 0:06:23, 37.59it/s, loss: 0.2535, loss_seg: 0.2535, _pixel_acc: 0.9188 [06/27 18:40:14] Vis4D INFO: Epoch 1: 60650/75000, ETA: 0:06:23, 37.41it/s, loss: 0.2786, loss_seg: 0.2786, _pixel_acc: 0.9093 [06/27 18:40:22] Vis4D INFO: Epoch 1: 60700/75000, ETA: 0:06:23, 37.25it/s, loss: 0.3098, loss_seg: 0.3098, _pixel_acc: 0.9012 [06/27 18:40:31] Vis4D INFO: Epoch 1: 60750/75000, ETA: 0:06:24, 37.08it/s, loss: 0.2673, loss_seg: 0.2673, _pixel_acc: 0.9152 [06/27 18:40:39] Vis4D INFO: Epoch 1: 60800/75000, ETA: 0:06:24, 36.92it/s, loss: 0.2697, loss_seg: 0.2697, _pixel_acc: 0.9141 [06/27 18:40:47] Vis4D INFO: Epoch 1: 60850/75000, ETA: 0:06:24, 36.77it/s, loss: 0.2806, loss_seg: 0.2806, _pixel_acc: 0.9118 [06/27 18:40:55] Vis4D INFO: Epoch 1: 60900/75000, ETA: 0:06:24, 36.63it/s, loss: 0.2554, loss_seg: 0.2554, _pixel_acc: 0.9171 [06/27 18:41:03] Vis4D INFO: Epoch 1: 60950/75000, ETA: 0:06:25, 36.49it/s, loss: 0.2630, loss_seg: 0.2630, _pixel_acc: 0.9154 [06/27 18:41:11] Vis4D INFO: Epoch 1: 61000/75000, ETA: 0:06:25, 36.34it/s, loss: 0.2718, loss_seg: 0.2718, _pixel_acc: 0.9132 [06/27 18:41:19] Vis4D INFO: Epoch 1: 61050/75000, ETA: 0:06:25, 36.20it/s, loss: 0.2790, loss_seg: 0.2790, _pixel_acc: 0.9099 [06/27 18:41:26] Vis4D INFO: Epoch 1: 61100/75000, ETA: 0:06:25, 36.08it/s, loss: 0.2924, loss_seg: 0.2924, _pixel_acc: 0.9079 [06/27 18:41:34] Vis4D INFO: Epoch 1: 61150/75000, ETA: 0:06:25, 35.94it/s, loss: 0.2971, loss_seg: 0.2971, _pixel_acc: 0.9023 [06/27 18:41:42] Vis4D INFO: Epoch 1: 61200/75000, ETA: 0:06:25, 35.80it/s, loss: 0.2627, loss_seg: 0.2627, _pixel_acc: 0.9146 [06/27 18:41:50] Vis4D INFO: Epoch 1: 61250/75000, ETA: 0:06:25, 35.66it/s, loss: 0.2927, loss_seg: 0.2927, _pixel_acc: 0.9062 [06/27 18:41:58] Vis4D INFO: Epoch 1: 61300/75000, ETA: 0:06:25, 35.53it/s, loss: 0.3007, loss_seg: 0.3007, _pixel_acc: 0.9045 [06/27 18:42:05] Vis4D INFO: Epoch 1: 61350/75000, ETA: 0:06:25, 35.41it/s, loss: 0.2897, loss_seg: 0.2897, _pixel_acc: 0.9066 [06/27 18:42:13] Vis4D INFO: Epoch 1: 61400/75000, ETA: 0:06:25, 35.29it/s, loss: 0.2900, loss_seg: 0.2900, _pixel_acc: 0.9080 [06/27 18:42:20] Vis4D INFO: Epoch 1: 61450/75000, ETA: 0:06:25, 35.16it/s, loss: 0.2813, loss_seg: 0.2813, _pixel_acc: 0.9083 [06/27 18:42:28] Vis4D INFO: Epoch 1: 61500/75000, ETA: 0:06:25, 35.04it/s, loss: 0.2882, loss_seg: 0.2882, _pixel_acc: 0.9087 [06/27 18:42:36] Vis4D INFO: Epoch 1: 61550/75000, ETA: 0:06:25, 34.91it/s, loss: 0.2798, loss_seg: 0.2798, _pixel_acc: 0.9135 [06/27 18:42:43] Vis4D INFO: Epoch 1: 61600/75000, ETA: 0:06:25, 34.79it/s, loss: 0.2760, loss_seg: 0.2760, _pixel_acc: 0.9125 [06/27 18:42:50] Vis4D INFO: Epoch 1: 61650/75000, ETA: 0:06:24, 34.68it/s, loss: 0.2619, loss_seg: 0.2619, _pixel_acc: 0.9150 [06/27 18:42:58] Vis4D INFO: Epoch 1: 61700/75000, ETA: 0:06:24, 34.57it/s, loss: 0.2410, loss_seg: 0.2410, _pixel_acc: 0.9227 [06/27 18:43:05] Vis4D INFO: Epoch 1: 61750/75000, ETA: 0:06:24, 34.44it/s, loss: 0.2700, loss_seg: 0.2700, _pixel_acc: 0.9126 [06/27 18:43:13] Vis4D INFO: Epoch 1: 61800/75000, ETA: 0:06:24, 34.33it/s, loss: 0.2689, loss_seg: 0.2689, _pixel_acc: 0.9136 [06/27 18:43:20] Vis4D INFO: Epoch 1: 61850/75000, ETA: 0:06:24, 34.21it/s, loss: 0.2860, loss_seg: 0.2860, _pixel_acc: 0.9087 [06/27 18:43:27] Vis4D INFO: Epoch 1: 61900/75000, ETA: 0:06:24, 34.11it/s, loss: 0.2525, loss_seg: 0.2525, _pixel_acc: 0.9204 [06/27 18:43:35] Vis4D INFO: Epoch 1: 61950/75000, ETA: 0:06:23, 33.99it/s, loss: 0.2633, loss_seg: 0.2633, _pixel_acc: 0.9172 [06/27 18:43:42] Vis4D INFO: Epoch 1: 62000/75000, ETA: 0:06:23, 33.88it/s, loss: 0.2858, loss_seg: 0.2858, _pixel_acc: 0.9121 [06/27 18:43:50] Vis4D INFO: Epoch 1: 62050/75000, ETA: 0:06:23, 33.78it/s, loss: 0.2792, loss_seg: 0.2792, _pixel_acc: 0.9098 [06/27 18:43:57] Vis4D INFO: Epoch 1: 62100/75000, ETA: 0:06:23, 33.66it/s, loss: 0.2686, loss_seg: 0.2686, _pixel_acc: 0.9138 [06/27 18:44:05] Vis4D INFO: Epoch 1: 62150/75000, ETA: 0:06:22, 33.55it/s, loss: 0.2656, loss_seg: 0.2656, _pixel_acc: 0.9147 [06/27 18:44:12] Vis4D INFO: Epoch 1: 62200/75000, ETA: 0:06:22, 33.45it/s, loss: 0.2660, loss_seg: 0.2660, _pixel_acc: 0.9146 [06/27 18:44:20] Vis4D INFO: Epoch 1: 62250/75000, ETA: 0:06:22, 33.34it/s, loss: 0.3205, loss_seg: 0.3205, _pixel_acc: 0.9031 [06/27 18:44:27] Vis4D INFO: Epoch 1: 62300/75000, ETA: 0:06:22, 33.24it/s, loss: 0.2701, loss_seg: 0.2701, _pixel_acc: 0.9150 [06/27 18:44:34] Vis4D INFO: Epoch 1: 62350/75000, ETA: 0:06:21, 33.14it/s, loss: 0.2615, loss_seg: 0.2615, _pixel_acc: 0.9156 [06/27 18:44:42] Vis4D INFO: Epoch 1: 62400/75000, ETA: 0:06:21, 33.03it/s, loss: 0.2765, loss_seg: 0.2765, _pixel_acc: 0.9127 [06/27 18:44:49] Vis4D INFO: Epoch 1: 62450/75000, ETA: 0:06:21, 32.92it/s, loss: 0.2594, loss_seg: 0.2594, _pixel_acc: 0.9180 [06/27 18:44:56] Vis4D INFO: Epoch 1: 62500/75000, ETA: 0:06:20, 32.83it/s, loss: 0.3256, loss_seg: 0.3256, _pixel_acc: 0.8983 [06/27 18:45:04] Vis4D INFO: Epoch 1: 62550/75000, ETA: 0:06:20, 32.73it/s, loss: 0.3065, loss_seg: 0.3065, _pixel_acc: 0.9019 [06/27 18:45:11] Vis4D INFO: Epoch 1: 62600/75000, ETA: 0:06:19, 32.63it/s, loss: 0.3006, loss_seg: 0.3006, _pixel_acc: 0.9074 [06/27 18:45:18] Vis4D INFO: Epoch 1: 62650/75000, ETA: 0:06:19, 32.54it/s, loss: 0.2989, loss_seg: 0.2989, _pixel_acc: 0.9068 [06/27 18:45:25] Vis4D INFO: Epoch 1: 62700/75000, ETA: 0:06:19, 32.45it/s, loss: 0.2347, loss_seg: 0.2347, _pixel_acc: 0.9253 [06/27 18:45:32] Vis4D INFO: Epoch 1: 62750/75000, ETA: 0:06:18, 32.36it/s, loss: 0.2504, loss_seg: 0.2504, _pixel_acc: 0.9200 [06/27 18:45:39] Vis4D INFO: Epoch 1: 62800/75000, ETA: 0:06:18, 32.27it/s, loss: 0.2954, loss_seg: 0.2954, _pixel_acc: 0.9080 [06/27 18:45:46] Vis4D INFO: Epoch 1: 62850/75000, ETA: 0:06:17, 32.17it/s, loss: 0.2724, loss_seg: 0.2724, _pixel_acc: 0.9157 [06/27 18:45:54] Vis4D INFO: Epoch 1: 62900/75000, ETA: 0:06:17, 32.06it/s, loss: 0.2661, loss_seg: 0.2661, _pixel_acc: 0.9142 [06/27 18:46:02] Vis4D INFO: Epoch 1: 62950/75000, ETA: 0:06:16, 31.97it/s, loss: 0.2821, loss_seg: 0.2821, _pixel_acc: 0.9090 [06/27 18:46:09] Vis4D INFO: Epoch 1: 63000/75000, ETA: 0:06:16, 31.88it/s, loss: 0.3175, loss_seg: 0.3175, _pixel_acc: 0.8988 [06/27 18:46:17] Vis4D INFO: Epoch 1: 63050/75000, ETA: 0:06:16, 31.78it/s, loss: 0.3125, loss_seg: 0.3125, _pixel_acc: 0.9022 [06/27 18:46:24] Vis4D INFO: Epoch 1: 63100/75000, ETA: 0:06:15, 31.69it/s, loss: 0.3119, loss_seg: 0.3119, _pixel_acc: 0.8988 [06/27 18:46:31] Vis4D INFO: Epoch 1: 63150/75000, ETA: 0:06:15, 31.60it/s, loss: 0.3214, loss_seg: 0.3214, _pixel_acc: 0.9002 [06/27 18:46:38] Vis4D INFO: Epoch 1: 63200/75000, ETA: 0:06:14, 31.52it/s, loss: 0.3318, loss_seg: 0.3318, _pixel_acc: 0.8957 [06/27 18:46:46] Vis4D INFO: Epoch 1: 63250/75000, ETA: 0:06:13, 31.42it/s, loss: 0.2713, loss_seg: 0.2713, _pixel_acc: 0.9136 [06/27 18:46:53] Vis4D INFO: Epoch 1: 63300/75000, ETA: 0:06:13, 31.34it/s, loss: 0.2808, loss_seg: 0.2808, _pixel_acc: 0.9117 [06/27 18:46:59] Vis4D INFO: Epoch 1: 63350/75000, ETA: 0:06:12, 31.26it/s, loss: 0.2646, loss_seg: 0.2646, _pixel_acc: 0.9154 [06/27 18:47:06] Vis4D INFO: Epoch 1: 63400/75000, ETA: 0:06:12, 31.17it/s, loss: 0.2587, loss_seg: 0.2587, _pixel_acc: 0.9170 [06/27 18:47:14] Vis4D INFO: Epoch 1: 63450/75000, ETA: 0:06:11, 31.09it/s, loss: 0.3074, loss_seg: 0.3074, _pixel_acc: 0.9025 [06/27 18:47:20] Vis4D INFO: Epoch 1: 63500/75000, ETA: 0:06:10, 31.01it/s, loss: 0.3027, loss_seg: 0.3027, _pixel_acc: 0.9020 [06/27 18:47:27] Vis4D INFO: Epoch 1: 63550/75000, ETA: 0:06:10, 30.94it/s, loss: 0.2818, loss_seg: 0.2818, _pixel_acc: 0.9098 [06/27 18:47:34] Vis4D INFO: Epoch 1: 63600/75000, ETA: 0:06:09, 30.86it/s, loss: 0.2677, loss_seg: 0.2677, _pixel_acc: 0.9132 [06/27 18:47:41] Vis4D INFO: Epoch 1: 63650/75000, ETA: 0:06:08, 30.78it/s, loss: 0.2868, loss_seg: 0.2868, _pixel_acc: 0.9086 [06/27 18:47:48] Vis4D INFO: Epoch 1: 63700/75000, ETA: 0:06:08, 30.69it/s, loss: 0.2751, loss_seg: 0.2751, _pixel_acc: 0.9108 [06/27 18:47:55] Vis4D INFO: Epoch 1: 63750/75000, ETA: 0:06:07, 30.62it/s, loss: 0.2619, loss_seg: 0.2619, _pixel_acc: 0.9171 [06/27 18:48:01] Vis4D INFO: Epoch 1: 63800/75000, ETA: 0:06:06, 30.55it/s, loss: 0.2659, loss_seg: 0.2659, _pixel_acc: 0.9138 [06/27 18:48:08] Vis4D INFO: Epoch 1: 63850/75000, ETA: 0:06:05, 30.47it/s, loss: 0.2998, loss_seg: 0.2998, _pixel_acc: 0.9029 [06/27 18:48:15] Vis4D INFO: Epoch 1: 63900/75000, ETA: 0:06:05, 30.40it/s, loss: 0.2632, loss_seg: 0.2632, _pixel_acc: 0.9146 [06/27 18:48:23] Vis4D INFO: Epoch 1: 63950/75000, ETA: 0:06:04, 30.31it/s, loss: 0.2879, loss_seg: 0.2879, _pixel_acc: 0.9095 [06/27 18:48:30] Vis4D INFO: Epoch 1: 64000/75000, ETA: 0:06:03, 30.22it/s, loss: 0.2622, loss_seg: 0.2622, _pixel_acc: 0.9172 [06/27 18:48:38] Vis4D INFO: Epoch 1: 64050/75000, ETA: 0:06:03, 30.14it/s, loss: 0.3215, loss_seg: 0.3215, _pixel_acc: 0.9005 [06/27 18:48:45] Vis4D INFO: Epoch 1: 64100/75000, ETA: 0:06:02, 30.06it/s, loss: 0.2789, loss_seg: 0.2789, _pixel_acc: 0.9120 [06/27 18:48:53] Vis4D INFO: Epoch 1: 64150/75000, ETA: 0:06:02, 29.97it/s, loss: 0.2899, loss_seg: 0.2899, _pixel_acc: 0.9062 [06/27 18:49:01] Vis4D INFO: Epoch 1: 64200/75000, ETA: 0:06:01, 29.88it/s, loss: 0.2990, loss_seg: 0.2990, _pixel_acc: 0.9033 [06/27 18:49:09] Vis4D INFO: Epoch 1: 64250/75000, ETA: 0:06:00, 29.79it/s, loss: 0.2804, loss_seg: 0.2804, _pixel_acc: 0.9121 [06/27 18:49:18] Vis4D INFO: Epoch 1: 64300/75000, ETA: 0:06:00, 29.70it/s, loss: 0.2542, loss_seg: 0.2542, _pixel_acc: 0.9183 [06/27 18:49:25] Vis4D INFO: Epoch 1: 64350/75000, ETA: 0:05:59, 29.62it/s, loss: 0.2672, loss_seg: 0.2672, _pixel_acc: 0.9153 [06/27 18:49:34] Vis4D INFO: Epoch 1: 64400/75000, ETA: 0:05:59, 29.52it/s, loss: 0.2724, loss_seg: 0.2724, _pixel_acc: 0.9100 [06/27 18:49:42] Vis4D INFO: Epoch 1: 64450/75000, ETA: 0:05:58, 29.43it/s, loss: 0.2700, loss_seg: 0.2700, _pixel_acc: 0.9133 [06/27 18:49:51] Vis4D INFO: Epoch 1: 64500/75000, ETA: 0:05:57, 29.34it/s, loss: 0.2621, loss_seg: 0.2621, _pixel_acc: 0.9153 [06/27 18:49:59] Vis4D INFO: Epoch 1: 64550/75000, ETA: 0:05:57, 29.25it/s, loss: 0.2829, loss_seg: 0.2829, _pixel_acc: 0.9090 [06/27 18:50:07] Vis4D INFO: Epoch 1: 64600/75000, ETA: 0:05:56, 29.17it/s, loss: 0.2398, loss_seg: 0.2398, _pixel_acc: 0.9238 [06/27 18:50:16] Vis4D INFO: Epoch 1: 64650/75000, ETA: 0:05:55, 29.08it/s, loss: 0.2691, loss_seg: 0.2691, _pixel_acc: 0.9158 [06/27 18:50:24] Vis4D INFO: Epoch 1: 64700/75000, ETA: 0:05:55, 29.00it/s, loss: 0.2810, loss_seg: 0.2810, _pixel_acc: 0.9094 [06/27 18:50:32] Vis4D INFO: Epoch 1: 64750/75000, ETA: 0:05:54, 28.91it/s, loss: 0.2537, loss_seg: 0.2537, _pixel_acc: 0.9176 [06/27 18:50:40] Vis4D INFO: Epoch 1: 64800/75000, ETA: 0:05:53, 28.83it/s, loss: 0.2775, loss_seg: 0.2775, _pixel_acc: 0.9100 [06/27 18:50:48] Vis4D INFO: Epoch 1: 64850/75000, ETA: 0:05:53, 28.75it/s, loss: 0.2763, loss_seg: 0.2763, _pixel_acc: 0.9116 [06/27 18:50:56] Vis4D INFO: Epoch 1: 64900/75000, ETA: 0:05:52, 28.67it/s, loss: 0.2873, loss_seg: 0.2873, _pixel_acc: 0.9091 [06/27 18:51:04] Vis4D INFO: Epoch 1: 64950/75000, ETA: 0:05:51, 28.59it/s, loss: 0.2974, loss_seg: 0.2974, _pixel_acc: 0.9058 [06/27 18:51:12] Vis4D INFO: Epoch 1: 65000/75000, ETA: 0:05:50, 28.52it/s, loss: 0.2748, loss_seg: 0.2748, _pixel_acc: 0.9118 [06/27 18:51:20] Vis4D INFO: Epoch 1: 65050/75000, ETA: 0:05:49, 28.44it/s, loss: 0.2556, loss_seg: 0.2556, _pixel_acc: 0.9184 [06/27 18:51:28] Vis4D INFO: Epoch 1: 65100/75000, ETA: 0:05:49, 28.36it/s, loss: 0.2614, loss_seg: 0.2614, _pixel_acc: 0.9171 [06/27 18:51:36] Vis4D INFO: Epoch 1: 65150/75000, ETA: 0:05:48, 28.29it/s, loss: 0.2447, loss_seg: 0.2447, _pixel_acc: 0.9217 [06/27 18:51:45] Vis4D INFO: Epoch 1: 65200/75000, ETA: 0:05:47, 28.20it/s, loss: 0.2975, loss_seg: 0.2975, _pixel_acc: 0.9065 [06/27 18:51:53] Vis4D INFO: Epoch 1: 65250/75000, ETA: 0:05:46, 28.11it/s, loss: 0.3332, loss_seg: 0.3332, _pixel_acc: 0.8975 [06/27 18:52:01] Vis4D INFO: Epoch 1: 65300/75000, ETA: 0:05:45, 28.04it/s, loss: 0.2950, loss_seg: 0.2950, _pixel_acc: 0.9073 [06/27 18:52:10] Vis4D INFO: Epoch 1: 65350/75000, ETA: 0:05:45, 27.96it/s, loss: 0.2816, loss_seg: 0.2816, _pixel_acc: 0.9108 [06/27 18:52:18] Vis4D INFO: Epoch 1: 65400/75000, ETA: 0:05:44, 27.88it/s, loss: 0.2373, loss_seg: 0.2373, _pixel_acc: 0.9251 [06/27 18:52:27] Vis4D INFO: Epoch 1: 65450/75000, ETA: 0:05:43, 27.80it/s, loss: 0.2453, loss_seg: 0.2453, _pixel_acc: 0.9210 [06/27 18:52:36] Vis4D INFO: Epoch 1: 65500/75000, ETA: 0:05:42, 27.72it/s, loss: 0.2635, loss_seg: 0.2635, _pixel_acc: 0.9146 [06/27 18:52:44] Vis4D INFO: Epoch 1: 65550/75000, ETA: 0:05:41, 27.64it/s, loss: 0.2898, loss_seg: 0.2898, _pixel_acc: 0.9078 [06/27 18:52:52] Vis4D INFO: Epoch 1: 65600/75000, ETA: 0:05:41, 27.56it/s, loss: 0.2760, loss_seg: 0.2760, _pixel_acc: 0.9112 [06/27 18:53:00] Vis4D INFO: Epoch 1: 65650/75000, ETA: 0:05:40, 27.49it/s, loss: 0.2450, loss_seg: 0.2450, _pixel_acc: 0.9193 [06/27 18:53:09] Vis4D INFO: Epoch 1: 65700/75000, ETA: 0:05:39, 27.41it/s, loss: 0.2786, loss_seg: 0.2786, _pixel_acc: 0.9102 [06/27 18:53:18] Vis4D INFO: Epoch 1: 65750/75000, ETA: 0:05:38, 27.33it/s, loss: 0.2551, loss_seg: 0.2551, _pixel_acc: 0.9171 [06/27 18:53:27] Vis4D INFO: Epoch 1: 65800/75000, ETA: 0:05:37, 27.25it/s, loss: 0.2587, loss_seg: 0.2587, _pixel_acc: 0.9162 [06/27 18:53:36] Vis4D INFO: Epoch 1: 65850/75000, ETA: 0:05:36, 27.17it/s, loss: 0.2589, loss_seg: 0.2589, _pixel_acc: 0.9165 [06/27 18:53:44] Vis4D INFO: Epoch 1: 65900/75000, ETA: 0:05:35, 27.10it/s, loss: 0.2823, loss_seg: 0.2823, _pixel_acc: 0.9067 [06/27 18:53:53] Vis4D INFO: Epoch 1: 65950/75000, ETA: 0:05:34, 27.02it/s, loss: 0.2864, loss_seg: 0.2864, _pixel_acc: 0.9097 [06/27 18:54:02] Vis4D INFO: Epoch 1: 66000/75000, ETA: 0:05:33, 26.95it/s, loss: 0.2845, loss_seg: 0.2845, _pixel_acc: 0.9090 [06/27 18:54:10] Vis4D INFO: Epoch 1: 66050/75000, ETA: 0:05:32, 26.88it/s, loss: 0.2640, loss_seg: 0.2640, _pixel_acc: 0.9150 [06/27 18:54:19] Vis4D INFO: Epoch 1: 66100/75000, ETA: 0:05:32, 26.80it/s, loss: 0.2425, loss_seg: 0.2425, _pixel_acc: 0.9208 [06/27 18:54:27] Vis4D INFO: Epoch 1: 66150/75000, ETA: 0:05:31, 26.73it/s, loss: 0.2497, loss_seg: 0.2497, _pixel_acc: 0.9185 [06/27 18:54:36] Vis4D INFO: Epoch 1: 66200/75000, ETA: 0:05:30, 26.66it/s, loss: 0.2823, loss_seg: 0.2823, _pixel_acc: 0.9092 [06/27 18:54:44] Vis4D INFO: Epoch 1: 66250/75000, ETA: 0:05:29, 26.59it/s, loss: 0.2604, loss_seg: 0.2604, _pixel_acc: 0.9170 [06/27 18:54:53] Vis4D INFO: Epoch 1: 66300/75000, ETA: 0:05:28, 26.52it/s, loss: 0.2716, loss_seg: 0.2716, _pixel_acc: 0.9142 [06/27 18:55:02] Vis4D INFO: Epoch 1: 66350/75000, ETA: 0:05:27, 26.44it/s, loss: 0.2441, loss_seg: 0.2441, _pixel_acc: 0.9208 [06/27 18:55:11] Vis4D INFO: Epoch 1: 66400/75000, ETA: 0:05:26, 26.37it/s, loss: 0.2707, loss_seg: 0.2707, _pixel_acc: 0.9131 [06/27 18:55:18] Vis4D INFO: Epoch 1: 66450/75000, ETA: 0:05:25, 26.31it/s, loss: 0.3116, loss_seg: 0.3116, _pixel_acc: 0.9009 [06/27 18:55:27] Vis4D INFO: Epoch 1: 66500/75000, ETA: 0:05:23, 26.24it/s, loss: 0.2934, loss_seg: 0.2934, _pixel_acc: 0.9078 [06/27 18:55:35] Vis4D INFO: Epoch 1: 66550/75000, ETA: 0:05:22, 26.17it/s, loss: 0.2719, loss_seg: 0.2719, _pixel_acc: 0.9135 [06/27 18:55:44] Vis4D INFO: Epoch 1: 66600/75000, ETA: 0:05:21, 26.10it/s, loss: 0.3000, loss_seg: 0.3000, _pixel_acc: 0.9046 [06/27 18:55:53] Vis4D INFO: Epoch 1: 66650/75000, ETA: 0:05:20, 26.03it/s, loss: 0.2561, loss_seg: 0.2561, _pixel_acc: 0.9164 [06/27 18:56:01] Vis4D INFO: Epoch 1: 66700/75000, ETA: 0:05:19, 25.96it/s, loss: 0.2545, loss_seg: 0.2545, _pixel_acc: 0.9179 [06/27 18:56:10] Vis4D INFO: Epoch 1: 66750/75000, ETA: 0:05:18, 25.90it/s, loss: 0.2807, loss_seg: 0.2807, _pixel_acc: 0.9086 [06/27 18:56:18] Vis4D INFO: Epoch 1: 66800/75000, ETA: 0:05:17, 25.84it/s, loss: 0.2560, loss_seg: 0.2560, _pixel_acc: 0.9153 [06/27 18:56:26] Vis4D INFO: Epoch 1: 66850/75000, ETA: 0:05:16, 25.78it/s, loss: 0.2662, loss_seg: 0.2662, _pixel_acc: 0.9142 [06/27 18:56:34] Vis4D INFO: Epoch 1: 66900/75000, ETA: 0:05:14, 25.72it/s, loss: 0.2436, loss_seg: 0.2436, _pixel_acc: 0.9219 [06/27 18:56:42] Vis4D INFO: Epoch 1: 66950/75000, ETA: 0:05:13, 25.66it/s, loss: 0.2600, loss_seg: 0.2600, _pixel_acc: 0.9151 [06/27 18:56:51] Vis4D INFO: Epoch 1: 67000/75000, ETA: 0:05:12, 25.59it/s, loss: 0.3015, loss_seg: 0.3015, _pixel_acc: 0.9040 [06/27 18:57:00] Vis4D INFO: Epoch 1: 67050/75000, ETA: 0:05:11, 25.52it/s, loss: 0.2886, loss_seg: 0.2886, _pixel_acc: 0.9081 [06/27 18:57:08] Vis4D INFO: Epoch 1: 67100/75000, ETA: 0:05:10, 25.46it/s, loss: 0.2790, loss_seg: 0.2790, _pixel_acc: 0.9090 [06/27 18:57:16] Vis4D INFO: Epoch 1: 67150/75000, ETA: 0:05:09, 25.40it/s, loss: 0.3040, loss_seg: 0.3040, _pixel_acc: 0.9048 [06/27 18:57:24] Vis4D INFO: Epoch 1: 67200/75000, ETA: 0:05:07, 25.34it/s, loss: 0.2998, loss_seg: 0.2998, _pixel_acc: 0.9033 [06/27 18:57:33] Vis4D INFO: Epoch 1: 67250/75000, ETA: 0:05:06, 25.28it/s, loss: 0.2701, loss_seg: 0.2701, _pixel_acc: 0.9121 [06/27 18:57:41] Vis4D INFO: Epoch 1: 67300/75000, ETA: 0:05:05, 25.23it/s, loss: 0.2645, loss_seg: 0.2645, _pixel_acc: 0.9156 [06/27 18:57:49] Vis4D INFO: Epoch 1: 67350/75000, ETA: 0:05:03, 25.17it/s, loss: 0.3101, loss_seg: 0.3101, _pixel_acc: 0.8981 [06/27 18:57:57] Vis4D INFO: Epoch 1: 67400/75000, ETA: 0:05:02, 25.10it/s, loss: 0.2897, loss_seg: 0.2897, _pixel_acc: 0.9076 [06/27 18:58:06] Vis4D INFO: Epoch 1: 67450/75000, ETA: 0:05:01, 25.05it/s, loss: 0.3016, loss_seg: 0.3016, _pixel_acc: 0.9040 [06/27 18:58:14] Vis4D INFO: Epoch 1: 67500/75000, ETA: 0:05:00, 24.98it/s, loss: 0.3393, loss_seg: 0.3393, _pixel_acc: 0.8980 [06/27 18:58:23] Vis4D INFO: Epoch 1: 67550/75000, ETA: 0:04:58, 24.92it/s, loss: 0.2782, loss_seg: 0.2782, _pixel_acc: 0.9102 [06/27 18:58:30] Vis4D INFO: Epoch 1: 67600/75000, ETA: 0:04:57, 24.87it/s, loss: 0.2912, loss_seg: 0.2912, _pixel_acc: 0.9064 [06/27 18:58:39] Vis4D INFO: Epoch 1: 67650/75000, ETA: 0:04:56, 24.81it/s, loss: 0.2492, loss_seg: 0.2492, _pixel_acc: 0.9209 [06/27 18:58:47] Vis4D INFO: Epoch 1: 67700/75000, ETA: 0:04:54, 24.76it/s, loss: 0.2730, loss_seg: 0.2730, _pixel_acc: 0.9108 [06/27 18:58:55] Vis4D INFO: Epoch 1: 67750/75000, ETA: 0:04:53, 24.70it/s, loss: 0.2258, loss_seg: 0.2258, _pixel_acc: 0.9273 [06/27 18:59:04] Vis4D INFO: Epoch 1: 67800/75000, ETA: 0:04:52, 24.65it/s, loss: 0.2633, loss_seg: 0.2633, _pixel_acc: 0.9144 [06/27 18:59:12] Vis4D INFO: Epoch 1: 67850/75000, ETA: 0:04:50, 24.58it/s, loss: 0.2446, loss_seg: 0.2446, _pixel_acc: 0.9206 [06/27 18:59:21] Vis4D INFO: Epoch 1: 67900/75000, ETA: 0:04:49, 24.53it/s, loss: 0.3000, loss_seg: 0.3000, _pixel_acc: 0.9048 [06/27 18:59:30] Vis4D INFO: Epoch 1: 67950/75000, ETA: 0:04:48, 24.46it/s, loss: 0.2967, loss_seg: 0.2967, _pixel_acc: 0.9057 [06/27 18:59:39] Vis4D INFO: Epoch 1: 68000/75000, ETA: 0:04:46, 24.40it/s, loss: 0.2886, loss_seg: 0.2886, _pixel_acc: 0.9074 [06/27 18:59:48] Vis4D INFO: Epoch 1: 68050/75000, ETA: 0:04:45, 24.35it/s, loss: 0.2539, loss_seg: 0.2539, _pixel_acc: 0.9176 [06/27 18:59:56] Vis4D INFO: Epoch 1: 68100/75000, ETA: 0:04:44, 24.29it/s, loss: 0.3079, loss_seg: 0.3079, _pixel_acc: 0.8989 [06/27 19:00:04] Vis4D INFO: Epoch 1: 68150/75000, ETA: 0:04:42, 24.24it/s, loss: 0.2880, loss_seg: 0.2880, _pixel_acc: 0.9103 [06/27 19:00:13] Vis4D INFO: Epoch 1: 68200/75000, ETA: 0:04:41, 24.18it/s, loss: 0.3137, loss_seg: 0.3137, _pixel_acc: 0.9003 [06/27 19:00:22] Vis4D INFO: Epoch 1: 68250/75000, ETA: 0:04:39, 24.13it/s, loss: 0.2819, loss_seg: 0.2819, _pixel_acc: 0.9123 [06/27 19:00:30] Vis4D INFO: Epoch 1: 68300/75000, ETA: 0:04:38, 24.07it/s, loss: 0.2817, loss_seg: 0.2817, _pixel_acc: 0.9116 [06/27 19:00:38] Vis4D INFO: Epoch 1: 68350/75000, ETA: 0:04:36, 24.02it/s, loss: 0.3749, loss_seg: 0.3749, _pixel_acc: 0.8849 [06/27 19:00:46] Vis4D INFO: Epoch 1: 68400/75000, ETA: 0:04:35, 23.97it/s, loss: 0.2845, loss_seg: 0.2845, _pixel_acc: 0.9092 [06/27 19:00:55] Vis4D INFO: Epoch 1: 68450/75000, ETA: 0:04:33, 23.91it/s, loss: 0.3250, loss_seg: 0.3250, _pixel_acc: 0.8986 [06/27 19:01:03] Vis4D INFO: Epoch 1: 68500/75000, ETA: 0:04:32, 23.86it/s, loss: 0.2832, loss_seg: 0.2832, _pixel_acc: 0.9117 [06/27 19:01:11] Vis4D INFO: Epoch 1: 68550/75000, ETA: 0:04:30, 23.81it/s, loss: 0.3111, loss_seg: 0.3111, _pixel_acc: 0.9014 [06/27 19:01:20] Vis4D INFO: Epoch 1: 68600/75000, ETA: 0:04:29, 23.76it/s, loss: 0.3039, loss_seg: 0.3039, _pixel_acc: 0.9035 [06/27 19:01:28] Vis4D INFO: Epoch 1: 68650/75000, ETA: 0:04:27, 23.71it/s, loss: 0.2819, loss_seg: 0.2819, _pixel_acc: 0.9115 [06/27 19:01:36] Vis4D INFO: Epoch 1: 68700/75000, ETA: 0:04:26, 23.66it/s, loss: 0.3141, loss_seg: 0.3141, _pixel_acc: 0.9000 [06/27 19:01:44] Vis4D INFO: Epoch 1: 68750/75000, ETA: 0:04:24, 23.61it/s, loss: 0.2922, loss_seg: 0.2922, _pixel_acc: 0.9058 [06/27 19:01:52] Vis4D INFO: Epoch 1: 68800/75000, ETA: 0:04:23, 23.56it/s, loss: 0.2858, loss_seg: 0.2858, _pixel_acc: 0.9078 [06/27 19:02:00] Vis4D INFO: Epoch 1: 68850/75000, ETA: 0:04:21, 23.52it/s, loss: 0.3413, loss_seg: 0.3413, _pixel_acc: 0.8931 [06/27 19:02:09] Vis4D INFO: Epoch 1: 68900/75000, ETA: 0:04:19, 23.46it/s, loss: 0.3307, loss_seg: 0.3307, _pixel_acc: 0.8959 [06/27 19:02:17] Vis4D INFO: Epoch 1: 68950/75000, ETA: 0:04:18, 23.42it/s, loss: 0.2632, loss_seg: 0.2632, _pixel_acc: 0.9164 [06/27 19:02:25] Vis4D INFO: Epoch 1: 69000/75000, ETA: 0:04:16, 23.37it/s, loss: 0.3119, loss_seg: 0.3119, _pixel_acc: 0.8986 [06/27 19:02:34] Vis4D INFO: Epoch 1: 69050/75000, ETA: 0:04:15, 23.32it/s, loss: 0.3134, loss_seg: 0.3134, _pixel_acc: 0.8993 [06/27 19:02:41] Vis4D INFO: Epoch 1: 69100/75000, ETA: 0:04:13, 23.28it/s, loss: 0.3087, loss_seg: 0.3087, _pixel_acc: 0.9030 [06/27 19:02:49] Vis4D INFO: Epoch 1: 69150/75000, ETA: 0:04:11, 23.23it/s, loss: 0.2956, loss_seg: 0.2956, _pixel_acc: 0.9032 [06/27 19:02:57] Vis4D INFO: Epoch 1: 69200/75000, ETA: 0:04:10, 23.18it/s, loss: 0.2610, loss_seg: 0.2610, _pixel_acc: 0.9145 [06/27 19:03:05] Vis4D INFO: Epoch 1: 69250/75000, ETA: 0:04:08, 23.14it/s, loss: 0.2761, loss_seg: 0.2761, _pixel_acc: 0.9118 [06/27 19:03:14] Vis4D INFO: Epoch 1: 69300/75000, ETA: 0:04:06, 23.09it/s, loss: 0.3557, loss_seg: 0.3557, _pixel_acc: 0.8955 [06/27 19:03:22] Vis4D INFO: Epoch 1: 69350/75000, ETA: 0:04:05, 23.04it/s, loss: 0.3312, loss_seg: 0.3312, _pixel_acc: 0.8954 [06/27 19:03:30] Vis4D INFO: Epoch 1: 69400/75000, ETA: 0:04:03, 23.00it/s, loss: 0.3058, loss_seg: 0.3058, _pixel_acc: 0.9048 [06/27 19:03:38] Vis4D INFO: Epoch 1: 69450/75000, ETA: 0:04:01, 22.95it/s, loss: 0.3254, loss_seg: 0.3254, _pixel_acc: 0.8954 [06/27 19:03:46] Vis4D INFO: Epoch 1: 69500/75000, ETA: 0:04:00, 22.91it/s, loss: 0.2764, loss_seg: 0.2764, _pixel_acc: 0.9134 [06/27 19:03:54] Vis4D INFO: Epoch 1: 69550/75000, ETA: 0:03:58, 22.86it/s, loss: 0.2489, loss_seg: 0.2489, _pixel_acc: 0.9184 [06/27 19:04:03] Vis4D INFO: Epoch 1: 69600/75000, ETA: 0:03:56, 22.82it/s, loss: 0.3199, loss_seg: 0.3199, _pixel_acc: 0.8976 [06/27 19:04:11] Vis4D INFO: Epoch 1: 69650/75000, ETA: 0:03:54, 22.77it/s, loss: 0.2975, loss_seg: 0.2975, _pixel_acc: 0.9071 [06/27 19:04:19] Vis4D INFO: Epoch 1: 69700/75000, ETA: 0:03:53, 22.73it/s, loss: 0.2891, loss_seg: 0.2891, _pixel_acc: 0.9060 [06/27 19:04:27] Vis4D INFO: Epoch 1: 69750/75000, ETA: 0:03:51, 22.69it/s, loss: 0.3050, loss_seg: 0.3050, _pixel_acc: 0.9034 [06/27 19:04:35] Vis4D INFO: Epoch 1: 69800/75000, ETA: 0:03:49, 22.64it/s, loss: 0.2755, loss_seg: 0.2755, _pixel_acc: 0.9117 [06/27 19:04:44] Vis4D INFO: Epoch 1: 69850/75000, ETA: 0:03:47, 22.60it/s, loss: 0.2906, loss_seg: 0.2906, _pixel_acc: 0.9098 [06/27 19:04:51] Vis4D INFO: Epoch 1: 69900/75000, ETA: 0:03:46, 22.56it/s, loss: 0.2482, loss_seg: 0.2482, _pixel_acc: 0.9191 [06/27 19:04:59] Vis4D INFO: Epoch 1: 69950/75000, ETA: 0:03:44, 22.51it/s, loss: 0.2659, loss_seg: 0.2659, _pixel_acc: 0.9163 [06/27 19:05:07] Vis4D INFO: Epoch 1: 70000/75000, ETA: 0:03:42, 22.47it/s, loss: 0.2908, loss_seg: 0.2908, _pixel_acc: 0.9069 [06/27 19:05:13] Vis4D INFO: Testing: 50/12500, ETA: 0:25:29, 8.14it/s [06/27 19:05:19] Vis4D INFO: Testing: 100/12500, ETA: 0:25:06, 8.23it/s [06/27 19:05:25] Vis4D INFO: Testing: 150/12500, ETA: 0:24:58, 8.24it/s [06/27 19:05:31] Vis4D INFO: Testing: 200/12500, ETA: 0:24:42, 8.30it/s [06/27 19:05:37] Vis4D INFO: Testing: 250/12500, ETA: 0:24:35, 8.30it/s [06/27 19:05:43] Vis4D INFO: Testing: 300/12500, ETA: 0:24:28, 8.31it/s [06/27 19:05:50] Vis4D INFO: Testing: 350/12500, ETA: 0:24:29, 8.27it/s [06/27 19:05:56] Vis4D INFO: Testing: 400/12500, ETA: 0:24:22, 8.28it/s [06/27 19:06:02] Vis4D INFO: Testing: 450/12500, ETA: 0:24:17, 8.27it/s [06/27 19:06:08] Vis4D INFO: Testing: 500/12500, ETA: 0:24:09, 8.28it/s [06/27 19:06:14] Vis4D INFO: Testing: 550/12500, ETA: 0:24:04, 8.27it/s [06/27 19:06:20] Vis4D INFO: Testing: 600/12500, ETA: 0:23:59, 8.27it/s [06/27 19:06:26] Vis4D INFO: Testing: 650/12500, ETA: 0:23:49, 8.29it/s [06/27 19:06:32] Vis4D INFO: Testing: 700/12500, ETA: 0:23:45, 8.28it/s [06/27 19:06:38] Vis4D INFO: Testing: 750/12500, ETA: 0:23:38, 8.29it/s [06/27 19:06:44] Vis4D INFO: Testing: 800/12500, ETA: 0:23:33, 8.28it/s [06/27 19:06:50] Vis4D INFO: Testing: 850/12500, ETA: 0:23:26, 8.28it/s [06/27 19:06:56] Vis4D INFO: Testing: 900/12500, ETA: 0:23:21, 8.28it/s [06/27 19:07:02] Vis4D INFO: Testing: 950/12500, ETA: 0:23:14, 8.28it/s [06/27 19:07:08] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:08, 8.28it/s [06/27 19:07:14] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:00, 8.29it/s [06/27 19:07:20] Vis4D INFO: Testing: 1100/12500, ETA: 0:22:55, 8.29it/s [06/27 19:07:26] Vis4D INFO: Testing: 1150/12500, ETA: 0:22:49, 8.29it/s [06/27 19:07:32] Vis4D INFO: Testing: 1200/12500, ETA: 0:22:43, 8.29it/s [06/27 19:07:38] Vis4D INFO: Testing: 1250/12500, ETA: 0:22:36, 8.29it/s [06/27 19:07:44] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:30, 8.30it/s [06/27 19:07:50] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:25, 8.28it/s [06/27 19:07:56] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:19, 8.29it/s [06/27 19:08:02] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:13, 8.29it/s [06/27 19:08:09] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:10, 8.27it/s [06/27 19:08:15] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:03, 8.27it/s [06/27 19:08:21] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:57, 8.28it/s [06/27 19:08:27] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:50, 8.28it/s [06/27 19:08:33] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:45, 8.27it/s [06/27 19:08:39] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:38, 8.28it/s [06/27 19:08:45] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:32, 8.28it/s [06/27 19:08:51] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:25, 8.28it/s [06/27 19:08:57] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:19, 8.28it/s [06/27 19:09:02] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:12, 8.29it/s [06/27 19:09:08] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:06, 8.29it/s [06/27 19:09:15] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:01, 8.28it/s [06/27 19:09:21] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:55, 8.28it/s [06/27 19:09:27] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:49, 8.29it/s [06/27 19:09:33] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:42, 8.29it/s [06/27 19:09:39] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:36, 8.29it/s [06/27 19:09:45] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:31, 8.28it/s [06/27 19:09:51] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:25, 8.28it/s [06/27 19:09:57] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:18, 8.29it/s [06/27 19:10:03] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:12, 8.29it/s [06/27 19:10:09] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:07, 8.28it/s [06/27 19:10:15] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:01, 8.28it/s [06/27 19:10:21] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:55, 8.28it/s [06/27 19:10:27] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:49, 8.28it/s [06/27 19:10:34] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:44, 8.28it/s [06/27 19:10:39] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:37, 8.28it/s [06/27 19:10:45] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:31, 8.28it/s [06/27 19:10:51] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:24, 8.29it/s [06/27 19:10:57] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:18, 8.28it/s [06/27 19:11:03] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:12, 8.29it/s [06/27 19:11:09] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:06, 8.29it/s [06/27 19:11:15] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:59, 8.29it/s [06/27 19:11:21] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:53, 8.29it/s [06/27 19:11:27] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:47, 8.29it/s [06/27 19:11:33] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:41, 8.29it/s [06/27 19:11:39] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:35, 8.29it/s [06/27 19:11:45] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:29, 8.30it/s [06/27 19:11:51] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:23, 8.30it/s [06/27 19:11:57] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:16, 8.30it/s [06/27 19:12:03] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:10, 8.30it/s [06/27 19:12:09] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:04, 8.30it/s [06/27 19:12:15] Vis4D INFO: Testing: 3550/12500, ETA: 0:17:58, 8.30it/s [06/27 19:12:21] Vis4D INFO: Testing: 3600/12500, ETA: 0:17:52, 8.30it/s [06/27 19:12:27] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:46, 8.30it/s [06/27 19:12:33] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:40, 8.30it/s [06/27 19:12:39] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:34, 8.30it/s [06/27 19:12:45] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:28, 8.30it/s [06/27 19:12:51] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:22, 8.30it/s [06/27 19:12:57] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:16, 8.30it/s [06/27 19:13:03] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:10, 8.30it/s [06/27 19:13:09] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:04, 8.30it/s [06/27 19:13:15] Vis4D INFO: Testing: 4050/12500, ETA: 0:16:58, 8.30it/s [06/27 19:13:21] Vis4D INFO: Testing: 4100/12500, ETA: 0:16:51, 8.30it/s [06/27 19:13:27] Vis4D INFO: Testing: 4150/12500, ETA: 0:16:45, 8.30it/s [06/27 19:13:33] Vis4D INFO: Testing: 4200/12500, ETA: 0:16:39, 8.30it/s [06/27 19:13:39] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:33, 8.30it/s [06/27 19:13:45] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:27, 8.30it/s [06/27 19:13:51] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:21, 8.30it/s [06/27 19:13:57] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:15, 8.30it/s [06/27 19:14:03] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:09, 8.30it/s [06/27 19:14:09] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:03, 8.30it/s [06/27 19:14:15] Vis4D INFO: Testing: 4550/12500, ETA: 0:15:57, 8.30it/s [06/27 19:14:21] Vis4D INFO: Testing: 4600/12500, ETA: 0:15:51, 8.31it/s [06/27 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0:14:27, 8.30it/s [06/27 19:15:52] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:21, 8.30it/s [06/27 19:15:58] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:15, 8.30it/s [06/27 19:16:04] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:09, 8.30it/s [06/27 19:16:10] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:02, 8.30it/s [06/27 19:16:15] Vis4D INFO: Testing: 5550/12500, ETA: 0:13:56, 8.31it/s [06/27 19:16:21] Vis4D INFO: Testing: 5600/12500, ETA: 0:13:50, 8.31it/s [06/27 19:16:28] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:44, 8.30it/s [06/27 19:16:34] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:38, 8.31it/s [06/27 19:16:40] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:32, 8.31it/s [06/27 19:16:46] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:26, 8.30it/s [06/27 19:16:52] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:20, 8.30it/s [06/27 19:16:58] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:14, 8.30it/s [06/27 19:17:04] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:08, 8.30it/s [06/27 19:17:10] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:02, 8.31it/s [06/27 19:17:16] Vis4D INFO: Testing: 6050/12500, ETA: 0:12:56, 8.30it/s [06/27 19:17:22] Vis4D INFO: Testing: 6100/12500, ETA: 0:12:50, 8.30it/s [06/27 19:17:28] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:44, 8.30it/s [06/27 19:17:34] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:38, 8.30it/s [06/27 19:17:40] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:32, 8.30it/s [06/27 19:17:46] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:26, 8.30it/s [06/27 19:17:52] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:20, 8.30it/s [06/27 19:17:58] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:14, 8.30it/s [06/27 19:18:04] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:08, 8.31it/s [06/27 19:18:10] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:02, 8.31it/s [06/27 19:18:16] Vis4D INFO: Testing: 6550/12500, ETA: 0:11:56, 8.31it/s [06/27 19:18:22] Vis4D INFO: Testing: 6600/12500, ETA: 0:11:50, 8.31it/s [06/27 19:18:28] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:44, 8.31it/s [06/27 19:18:34] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:38, 8.31it/s [06/27 19:18:40] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:32, 8.31it/s [06/27 19:18:46] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:26, 8.31it/s [06/27 19:18:52] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:20, 8.31it/s [06/27 19:18:58] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:14, 8.31it/s [06/27 19:19:04] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:07, 8.31it/s [06/27 19:19:09] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:01, 8.31it/s [06/27 19:19:15] Vis4D INFO: Testing: 7050/12500, ETA: 0:10:55, 8.31it/s [06/27 19:19:21] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:49, 8.31it/s [06/27 19:19:27] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:43, 8.31it/s [06/27 19:19:34] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:37, 8.31it/s [06/27 19:19:40] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:31, 8.31it/s [06/27 19:19:46] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:25, 8.31it/s [06/27 19:19:52] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:19, 8.31it/s [06/27 19:19:58] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:13, 8.31it/s [06/27 19:20:04] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:07, 8.31it/s [06/27 19:20:10] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:01, 8.31it/s [06/27 19:20:16] Vis4D INFO: Testing: 7550/12500, ETA: 0:09:55, 8.31it/s [06/27 19:20:22] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:49, 8.31it/s [06/27 19:20:28] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:43, 8.31it/s [06/27 19:20:33] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:37, 8.31it/s [06/27 19:20:39] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:31, 8.32it/s [06/27 19:20:46] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:25, 8.31it/s [06/27 19:20:52] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:19, 8.31it/s [06/27 19:20:58] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:13, 8.31it/s [06/27 19:21:04] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:07, 8.31it/s [06/27 19:21:10] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:01, 8.31it/s [06/27 19:21:16] Vis4D INFO: Testing: 8050/12500, ETA: 0:08:55, 8.31it/s [06/27 19:21:22] Vis4D INFO: Testing: 8100/12500, ETA: 0:08:49, 8.31it/s [06/27 19:21:28] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:43, 8.31it/s [06/27 19:21:34] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:37, 8.31it/s [06/27 19:21:39] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:31, 8.32it/s [06/27 19:21:45] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:25, 8.31it/s [06/27 19:21:52] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:19, 8.31it/s [06/27 19:21:57] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:13, 8.31it/s [06/27 19:22:04] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:07, 8.31it/s [06/27 19:22:10] Vis4D INFO: Testing: 8500/12500, ETA: 0:08:01, 8.31it/s [06/27 19:22:16] Vis4D INFO: Testing: 8550/12500, ETA: 0:07:55, 8.31it/s [06/27 19:22:22] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:49, 8.31it/s [06/27 19:22:28] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:43, 8.31it/s [06/27 19:22:34] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:37, 8.31it/s [06/27 19:22:40] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:31, 8.31it/s [06/27 19:22:46] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:25, 8.31it/s [06/27 19:22:52] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:19, 8.31it/s [06/27 19:22:58] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:13, 8.31it/s [06/27 19:23:04] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:07, 8.31it/s [06/27 19:23:10] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:01, 8.31it/s [06/27 19:23:16] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:55, 8.31it/s [06/27 19:23:22] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:49, 8.31it/s [06/27 19:23:28] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:43, 8.31it/s [06/27 19:23:34] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:37, 8.31it/s [06/27 19:23:40] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:31, 8.31it/s [06/27 19:23:46] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:25, 8.31it/s [06/27 19:23:52] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:18, 8.31it/s [06/27 19:23:58] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:12, 8.31it/s [06/27 19:24:04] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:06, 8.31it/s [06/27 19:24:10] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:00, 8.31it/s [06/27 19:24:16] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:54, 8.32it/s [06/27 19:24:21] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:48, 8.32it/s [06/27 19:24:27] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:42, 8.32it/s [06/27 19:24:33] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:36, 8.32it/s [06/27 19:24:39] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:30, 8.32it/s [06/27 19:24:45] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:24, 8.32it/s [06/27 19:24:52] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:18, 8.32it/s [06/27 19:24:58] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:12, 8.32it/s [06/27 19:25:04] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:06, 8.32it/s [06/27 19:25:10] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:00, 8.32it/s [06/27 19:25:16] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:54, 8.32it/s [06/27 19:25:22] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:48, 8.32it/s [06/27 19:25:27] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:42, 8.32it/s [06/27 19:25:33] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:36, 8.32it/s [06/27 19:25:39] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:30, 8.32it/s [06/27 19:25:45] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:24, 8.32it/s [06/27 19:25:51] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:18, 8.32it/s [06/27 19:25:58] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:12, 8.32it/s [06/27 19:26:03] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:06, 8.32it/s [06/27 19:26:09] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:00, 8.32it/s [06/27 19:26:16] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:54, 8.32it/s [06/27 19:26:22] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:48, 8.32it/s [06/27 19:26:28] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:42, 8.32it/s [06/27 19:26:34] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:36, 8.32it/s [06/27 19:26:40] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:30, 8.32it/s [06/27 19:26:45] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:24, 8.32it/s [06/27 19:26:51] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:18, 8.32it/s [06/27 19:26:57] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:12, 8.32it/s [06/27 19:27:03] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:06, 8.32it/s [06/27 19:27:09] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:00, 8.32it/s [06/27 19:27:15] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:54, 8.32it/s [06/27 19:27:22] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:48, 8.32it/s [06/27 19:27:28] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:42, 8.32it/s [06/27 19:27:34] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:36, 8.32it/s [06/27 19:27:39] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:30, 8.32it/s [06/27 19:27:45] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:24, 8.32it/s [06/27 19:27:51] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:18, 8.32it/s [06/27 19:27:57] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:12, 8.32it/s [06/27 19:28:03] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:06, 8.32it/s [06/27 19:28:09] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:00, 8.32it/s [06/27 19:28:15] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:54, 8.32it/s [06/27 19:28:21] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:48, 8.32it/s [06/27 19:28:27] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:42, 8.32it/s [06/27 19:28:33] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:36, 8.32it/s [06/27 19:28:39] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:30, 8.32it/s [06/27 19:28:45] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:24, 8.32it/s [06/27 19:28:51] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:18, 8.32it/s [06/27 19:28:57] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:12, 8.32it/s [06/27 19:29:03] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:06, 8.32it/s [06/27 19:29:09] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:00, 8.32it/s [06/27 19:29:15] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:54, 8.32it/s [06/27 19:29:21] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:48, 8.32it/s [06/27 19:29:27] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:42, 8.32it/s [06/27 19:29:33] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.32it/s [06/27 19:29:40] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.32it/s [06/27 19:29:46] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.32it/s [06/27 19:29:51] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.32it/s [06/27 19:29:57] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.32it/s [06/27 19:30:03] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.32it/s [06/27 19:30:09] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.32it/s [06/27 19:30:09] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 19:30:09] Vis4D INFO: mIoU: 61.3517 [06/27 19:30:09] Vis4D INFO: Showing evaluation results for mIoU [06/27 19:30:09] Vis4D INFO: mIoU: 61.352% unlabeled: (nan%), building: (73.156%), fence: (35.686%), other: (nan%), pedestrian: (50.087%), pole: (41.144%), road line: (64.999%), road: (91.063%), sidewalk: (81.705%), vegetation: (62.557%), vehicle: (78.424%), wall: (54.353%), traffic sign: (38.760%), sky: (81.101%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (48.684%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (57.203%) [06/27 19:30:09] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 19:30:09] Vis4D INFO: +-----------+-----------+-----------------------+-----------------------+-------+------------------------+----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+-----------------------+-----------------------+-------+------------------------+----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.855768659589519 | 0.017999617986100922 | inf | 0.019652812355127093 | 0.054369668018202665 | 0.00014588280381852382 | 9.269598838611034e-05 | 0.0051579604781411565 | 0.04105371828057016 | 0.013676195387941535 | 0.013767479298522855 | 0.02728858338979072 | 0.03259943958859683 | inf | inf | inf | inf | 0.05343866718757649 | inf | inf | inf | 0.012590242554806836 | | Class_2 | nan | 0.009016045906948836 | 0.4065348752168961 | inf | 0.005852486789162484 | 0.014631742324177844 | 5.5017385606903625e-05 | 9.389909331818683e-05 | 0.00574920742160236 | 0.009840975591025865 | 0.002511805757599093 | 0.01274131146633396 | 0.0017719039215403634 | 0.0016960312193403811 | inf | inf | inf | inf | 0.0013823820489610441 | inf | inf | inf | 0.015073084955174561 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.003671016833020286 | 0.0050386579183324285 | inf | 0.5698718649105421 | 0.004059383484934975 | 0.00023669169610901703 | 0.00022968255783676643 | 0.0025344398793294585 | 0.0016461626562555523 | 0.006440288231482707 | 0.002311304445675565 | 0.0044304462158449975 | 5.115994158434651e-05 | inf | inf | inf | inf | 0.0005662302607012893 | inf | inf | inf | 0.0018895903605274413 | | Class_5 | nan | 0.019807228884251474 | 0.006737654007128142 | inf | 0.0035064225713196894 | 0.4865122889054706 | 7.305975305662152e-05 | 8.433535964254946e-05 | 0.0030086464016179015 | 0.0065741713511438555 | 0.002133651980372676 | 0.0026499068335742865 | 0.018506696978620327 | 0.0038507095534391317 | inf | inf | inf | inf | 0.03698327937053103 | inf | inf | inf | 0.004449527109836909 | | Class_6 | nan | 0.0017539006095898405 | 0.0005342401216434756 | inf | 0.001976155317684093 | 0.001954128460768539 | 0.7191513071018673 | 0.006699465001617469 | 0.0033453464629321457 | 0.0001944042215436927 | 0.004139512868194159 | 0.0008123248453878349 | 6.040425547979856e-06 | 0.0008383783208065007 | inf | inf | inf | inf | 4.665150652689133e-05 | inf | inf | inf | 0.0013254167874711654 | | Class_7 | nan | 0.004420666879034709 | 0.0033610384056783397 | inf | 0.027150213189676146 | 0.003708795914155889 | 0.1023764133158395 | 0.9328033884647272 | 0.0670012272353688 | 0.004378941516691629 | 0.04020914999942433 | 0.004612841053901932 | 0.00013439946844255178 | 0.04726958559634115 | inf | inf | inf | inf | 0.00012574788796343135 | inf | inf | inf | 0.013126192596961775 | | Class_8 | nan | 0.004921725976623447 | 0.006559964598418721 | inf | 0.011741169823874468 | 0.008310460503169245 | 0.001167691281420728 | 0.004375591041885942 | 0.9161753558238716 | 0.0022176233035283775 | 0.0072117888207460755 | 0.006713574435599683 | 4.811748078561226e-05 | 0.0027979020873273776 | inf | inf | inf | inf | 2.069560659917237e-05 | inf | inf | inf | 0.013784233445355345 | | Class_9 | nan | 0.03873682035086734 | 0.041671246324161915 | inf | 0.01346859001720475 | 0.03937807016544877 | 0.000341808712184777 | 0.000786045385430995 | 0.009138794795758786 | 0.8156146545191668 | 0.007692711318807945 | 0.008969611891906175 | 0.02268708330501884 | 0.028804035514246363 | inf | inf | inf | inf | 0.02897438678706467 | inf | inf | inf | 0.12270613010385303 | | Class_10 | nan | 0.023847809745068657 | 0.009566453528119755 | inf | 0.040939613978447593 | 0.005051809703533843 | 0.0019458977690561422 | 0.01031109404042457 | 0.003038212100826598 | 0.0028001708039769786 | 0.8625581109299544 | 0.0038373070508072576 | 0.007115895860317905 | 0.0015228185656343508 | inf | inf | inf | inf | 0.000925197284997509 | inf | inf | nan | 0.003509724733834451 | | Class_11 | nan | 0.031876388012791905 | 0.0142860493705638 | inf | 0.006269858903460849 | 0.006642520110019599 | 1.9829999705358635e-05 | 0.0002572928654935511 | 0.004975878647275858 | 0.004095036281350953 | 0.007478678180120536 | 0.5797576785703028 | 0.0026687011918171454 | 0.0038018298629101796 | inf | inf | inf | inf | 0.00013826508230727215 | inf | inf | inf | 0.01838215953784538 | | Class_12 | nan | 0.0019035940488227223 | 0.0004678206896734917 | inf | 0.0005406624072624878 | 0.002558499940373742 | 1.9748743693738605e-06 | 6.193286932308375e-07 | 1.2372735981871142e-06 | 0.0003532464468273999 | 0.00022837593137281894 | 0.00020719066568702723 | 0.424377029634465 | 5.824324655198278e-05 | nan | inf | inf | inf | 0.005586316326011478 | inf | inf | nan | 0.0005489965979535356 | | Class_13 | nan | 0.01704511549531607 | 0.004074536473105446 | inf | 0.00044467138352582384 | 0.028544398044007165 | 1.8858460435988668e-05 | 1.1936242775737719e-05 | 1.5430537378956095e-05 | 0.18493410201403773 | 0.0019962796004642023 | 0.00010896234580146069 | 0.0036303643955353016 | 0.9213376431749095 | inf | inf | inf | inf | 0.036563185433979 | inf | inf | inf | 0.005885249790364504 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0021027629248592636 | 0.0005989347638038879 | inf | 0.00012797958247858887 | 0.005063701261599071 | 2.4730090493053706e-08 | 2.2343730012912416e-07 | 2.264486296501401e-07 | 0.0005969147334029772 | 0.00014540186331682428 | 1.3387890842690989e-05 | 0.0021511465482743257 | 0.0003074504757467673 | nan | inf | inf | inf | 0.5677012998108022 | inf | inf | nan | 0.00022628332216142585 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.010682040604614237 | 0.02829082578831443 | inf | 0.006094885035794044 | 0.008181589617389457 | 2.6648438941300587e-05 | 0.0014013466521885106 | 0.01735673474925166 | 0.04510209239353234 | 0.006002270833840297 | 0.009900356630253798 | 0.004456118024423912 | 0.012436987272344107 | inf | inf | inf | inf | 0.0013330811976190453 | inf | inf | inf | 0.6941595077533432 | +-----------+-----------+-----------------------+-----------------------+-------+------------------------+----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 19:30:18] Vis4D INFO: Epoch 1: 70050/75000, ETA: 0:01:46, 46.38it/s, loss: 0.3186, loss_seg: 0.3186, _pixel_acc: 0.8987 [06/27 19:30:27] Vis4D INFO: Epoch 1: 70100/75000, ETA: 0:01:46, 46.14it/s, loss: 0.2540, loss_seg: 0.2540, _pixel_acc: 0.9192 [06/27 19:30:36] Vis4D INFO: Epoch 1: 70150/75000, ETA: 0:01:45, 45.90it/s, loss: 0.2706, loss_seg: 0.2706, _pixel_acc: 0.9153 [06/27 19:30:44] Vis4D INFO: Epoch 1: 70200/75000, ETA: 0:01:45, 45.67it/s, loss: 0.2666, loss_seg: 0.2666, _pixel_acc: 0.9139 [06/27 19:30:53] Vis4D INFO: Epoch 1: 70250/75000, ETA: 0:01:44, 45.45it/s, loss: 0.2791, loss_seg: 0.2791, _pixel_acc: 0.9117 [06/27 19:31:01] Vis4D INFO: Epoch 1: 70300/75000, ETA: 0:01:43, 45.23it/s, loss: 0.3068, loss_seg: 0.3068, _pixel_acc: 0.9016 [06/27 19:31:10] Vis4D INFO: Epoch 1: 70350/75000, ETA: 0:01:43, 45.03it/s, loss: 0.2926, loss_seg: 0.2926, _pixel_acc: 0.9092 [06/27 19:31:18] Vis4D INFO: Epoch 1: 70400/75000, ETA: 0:01:42, 44.81it/s, loss: 0.2634, loss_seg: 0.2634, _pixel_acc: 0.9146 [06/27 19:31:27] Vis4D INFO: Epoch 1: 70450/75000, ETA: 0:01:42, 44.60it/s, loss: 0.2592, loss_seg: 0.2592, _pixel_acc: 0.9152 [06/27 19:31:35] Vis4D INFO: Epoch 1: 70500/75000, ETA: 0:01:41, 44.41it/s, loss: 0.2711, loss_seg: 0.2711, _pixel_acc: 0.9145 [06/27 19:31:44] Vis4D INFO: Epoch 1: 70550/75000, ETA: 0:01:40, 44.18it/s, loss: 0.2475, loss_seg: 0.2475, _pixel_acc: 0.9225 [06/27 19:31:52] Vis4D INFO: Epoch 1: 70600/75000, ETA: 0:01:40, 43.99it/s, loss: 0.2801, loss_seg: 0.2801, _pixel_acc: 0.9106 [06/27 19:32:00] Vis4D INFO: Epoch 1: 70650/75000, ETA: 0:01:39, 43.80it/s, loss: 0.2557, loss_seg: 0.2557, _pixel_acc: 0.9160 [06/27 19:32:08] Vis4D INFO: Epoch 1: 70700/75000, ETA: 0:01:38, 43.61it/s, loss: 0.2854, loss_seg: 0.2854, _pixel_acc: 0.9101 [06/27 19:32:17] Vis4D INFO: Epoch 1: 70750/75000, ETA: 0:01:37, 43.42it/s, loss: 0.3175, loss_seg: 0.3175, _pixel_acc: 0.9013 [06/27 19:32:25] Vis4D INFO: Epoch 1: 70800/75000, ETA: 0:01:37, 43.22it/s, loss: 0.2935, loss_seg: 0.2935, _pixel_acc: 0.9070 [06/27 19:32:34] Vis4D INFO: Epoch 1: 70850/75000, ETA: 0:01:36, 43.04it/s, loss: 0.2836, loss_seg: 0.2836, _pixel_acc: 0.9084 [06/27 19:32:41] Vis4D INFO: Epoch 1: 70900/75000, ETA: 0:01:35, 42.86it/s, loss: 0.2931, loss_seg: 0.2931, _pixel_acc: 0.9091 [06/27 19:32:49] Vis4D INFO: Epoch 1: 70950/75000, ETA: 0:01:34, 42.68it/s, loss: 0.2872, loss_seg: 0.2872, _pixel_acc: 0.9083 [06/27 19:32:58] Vis4D INFO: Epoch 1: 71000/75000, ETA: 0:01:34, 42.51it/s, loss: 0.3437, loss_seg: 0.3437, _pixel_acc: 0.8929 [06/27 19:33:06] Vis4D INFO: Epoch 1: 71050/75000, ETA: 0:01:33, 42.33it/s, loss: 0.2969, loss_seg: 0.2969, _pixel_acc: 0.9062 [06/27 19:33:13] Vis4D INFO: Epoch 1: 71100/75000, ETA: 0:01:32, 42.17it/s, loss: 0.2789, loss_seg: 0.2789, _pixel_acc: 0.9108 [06/27 19:33:20] Vis4D INFO: Epoch 1: 71150/75000, ETA: 0:01:31, 42.02it/s, loss: 0.2903, loss_seg: 0.2903, _pixel_acc: 0.9094 [06/27 19:33:28] Vis4D INFO: Epoch 1: 71200/75000, ETA: 0:01:30, 41.87it/s, loss: 0.2476, loss_seg: 0.2476, _pixel_acc: 0.9226 [06/27 19:33:35] Vis4D INFO: Epoch 1: 71250/75000, ETA: 0:01:29, 41.71it/s, loss: 0.3153, loss_seg: 0.3153, _pixel_acc: 0.8992 [06/27 19:33:43] Vis4D INFO: Epoch 1: 71300/75000, ETA: 0:01:29, 41.56it/s, loss: 0.2680, loss_seg: 0.2680, _pixel_acc: 0.9158 [06/27 19:33:51] Vis4D INFO: Epoch 1: 71350/75000, ETA: 0:01:28, 41.40it/s, loss: 0.2474, loss_seg: 0.2474, _pixel_acc: 0.9211 [06/27 19:33:58] Vis4D INFO: Epoch 1: 71400/75000, ETA: 0:01:27, 41.26it/s, loss: 0.2795, loss_seg: 0.2795, _pixel_acc: 0.9112 [06/27 19:34:06] Vis4D INFO: Epoch 1: 71450/75000, ETA: 0:01:26, 41.10it/s, loss: 0.2913, loss_seg: 0.2913, _pixel_acc: 0.9096 [06/27 19:34:12] Vis4D INFO: Epoch 1: 71500/75000, ETA: 0:01:25, 40.97it/s, loss: 0.2498, loss_seg: 0.2498, _pixel_acc: 0.9201 [06/27 19:34:20] Vis4D INFO: Epoch 1: 71550/75000, ETA: 0:01:24, 40.83it/s, loss: 0.2560, loss_seg: 0.2560, _pixel_acc: 0.9160 [06/27 19:34:28] Vis4D INFO: Epoch 1: 71600/75000, ETA: 0:01:23, 40.68it/s, loss: 0.2424, loss_seg: 0.2424, _pixel_acc: 0.9219 [06/27 19:34:35] Vis4D INFO: Epoch 1: 71650/75000, ETA: 0:01:22, 40.52it/s, loss: 0.2726, loss_seg: 0.2726, _pixel_acc: 0.9127 [06/27 19:34:42] Vis4D INFO: Epoch 1: 71700/75000, ETA: 0:01:21, 40.39it/s, loss: 0.2301, loss_seg: 0.2301, _pixel_acc: 0.9264 [06/27 19:34:50] Vis4D INFO: Epoch 1: 71750/75000, ETA: 0:01:20, 40.25it/s, loss: 0.2687, loss_seg: 0.2687, _pixel_acc: 0.9144 [06/27 19:34:57] Vis4D INFO: Epoch 1: 71800/75000, ETA: 0:01:19, 40.11it/s, loss: 0.2405, loss_seg: 0.2405, _pixel_acc: 0.9216 [06/27 19:35:05] Vis4D INFO: Epoch 1: 71850/75000, ETA: 0:01:18, 39.97it/s, loss: 0.3001, loss_seg: 0.3001, _pixel_acc: 0.9050 [06/27 19:35:12] Vis4D INFO: Epoch 1: 71900/75000, ETA: 0:01:17, 39.83it/s, loss: 0.2582, loss_seg: 0.2582, _pixel_acc: 0.9172 [06/27 19:35:20] Vis4D INFO: Epoch 1: 71950/75000, ETA: 0:01:16, 39.69it/s, loss: 0.2641, loss_seg: 0.2641, _pixel_acc: 0.9159 [06/27 19:35:27] Vis4D INFO: Epoch 1: 72000/75000, ETA: 0:01:15, 39.56it/s, loss: 0.2717, loss_seg: 0.2717, _pixel_acc: 0.9124 [06/27 19:35:35] Vis4D INFO: Epoch 1: 72050/75000, ETA: 0:01:14, 39.42it/s, loss: 0.2498, loss_seg: 0.2498, _pixel_acc: 0.9177 [06/27 19:35:43] Vis4D INFO: Epoch 1: 72100/75000, ETA: 0:01:13, 39.28it/s, loss: 0.2777, loss_seg: 0.2777, _pixel_acc: 0.9102 [06/27 19:35:50] Vis4D INFO: Epoch 1: 72150/75000, ETA: 0:01:12, 39.16it/s, loss: 0.2762, loss_seg: 0.2762, _pixel_acc: 0.9134 [06/27 19:35:58] Vis4D INFO: Epoch 1: 72200/75000, ETA: 0:01:11, 39.02it/s, loss: 0.2715, loss_seg: 0.2715, _pixel_acc: 0.9130 [06/27 19:36:05] Vis4D INFO: Epoch 1: 72250/75000, ETA: 0:01:10, 38.89it/s, loss: 0.3245, loss_seg: 0.3245, _pixel_acc: 0.8976 [06/27 19:36:12] Vis4D INFO: Epoch 1: 72300/75000, ETA: 0:01:09, 38.76it/s, loss: 0.2437, loss_seg: 0.2437, _pixel_acc: 0.9211 [06/27 19:36:20] Vis4D INFO: Epoch 1: 72350/75000, ETA: 0:01:08, 38.64it/s, loss: 0.3242, loss_seg: 0.3242, _pixel_acc: 0.9013 [06/27 19:36:27] Vis4D INFO: Epoch 1: 72400/75000, ETA: 0:01:07, 38.52it/s, loss: 0.3367, loss_seg: 0.3367, _pixel_acc: 0.8910 [06/27 19:36:34] Vis4D INFO: Epoch 1: 72450/75000, ETA: 0:01:06, 38.40it/s, loss: 0.2916, loss_seg: 0.2916, _pixel_acc: 0.9070 [06/27 19:36:41] Vis4D INFO: Epoch 1: 72500/75000, ETA: 0:01:05, 38.28it/s, loss: 0.3095, loss_seg: 0.3095, _pixel_acc: 0.9016 [06/27 19:36:48] Vis4D INFO: Epoch 1: 72550/75000, ETA: 0:01:04, 38.16it/s, loss: 0.3347, loss_seg: 0.3347, _pixel_acc: 0.8960 [06/27 19:36:56] Vis4D INFO: Epoch 1: 72600/75000, ETA: 0:01:03, 38.04it/s, loss: 0.2902, loss_seg: 0.2902, _pixel_acc: 0.9083 [06/27 19:37:05] Vis4D INFO: Epoch 1: 72650/75000, ETA: 0:01:02, 37.89it/s, loss: 0.2862, loss_seg: 0.2862, _pixel_acc: 0.9093 [06/27 19:37:12] Vis4D INFO: Epoch 1: 72700/75000, ETA: 0:01:00, 37.77it/s, loss: 0.2817, loss_seg: 0.2817, _pixel_acc: 0.9086 [06/27 19:37:19] Vis4D INFO: Epoch 1: 72750/75000, ETA: 0:00:59, 37.67it/s, loss: 0.2739, loss_seg: 0.2739, _pixel_acc: 0.9151 [06/27 19:37:26] Vis4D INFO: Epoch 1: 72800/75000, ETA: 0:00:58, 37.56it/s, loss: 0.2497, loss_seg: 0.2497, _pixel_acc: 0.9198 [06/27 19:37:33] Vis4D INFO: Epoch 1: 72850/75000, ETA: 0:00:57, 37.44it/s, loss: 0.2735, loss_seg: 0.2735, _pixel_acc: 0.9151 [06/27 19:37:40] Vis4D INFO: Epoch 1: 72900/75000, ETA: 0:00:56, 37.33it/s, loss: 0.2518, loss_seg: 0.2518, _pixel_acc: 0.9187 [06/27 19:37:47] Vis4D INFO: Epoch 1: 72950/75000, ETA: 0:00:55, 37.22it/s, loss: 0.2832, loss_seg: 0.2832, _pixel_acc: 0.9080 [06/27 19:37:54] Vis4D INFO: Epoch 1: 73000/75000, ETA: 0:00:53, 37.11it/s, loss: 0.2661, loss_seg: 0.2661, _pixel_acc: 0.9143 [06/27 19:38:02] Vis4D INFO: Epoch 1: 73050/75000, ETA: 0:00:52, 37.00it/s, loss: 0.2654, loss_seg: 0.2654, _pixel_acc: 0.9148 [06/27 19:38:09] Vis4D INFO: Epoch 1: 73100/75000, ETA: 0:00:51, 36.89it/s, loss: 0.3079, loss_seg: 0.3079, _pixel_acc: 0.9019 [06/27 19:38:16] Vis4D INFO: Epoch 1: 73150/75000, ETA: 0:00:50, 36.77it/s, loss: 0.2841, loss_seg: 0.2841, _pixel_acc: 0.9091 [06/27 19:38:24] Vis4D INFO: Epoch 1: 73200/75000, ETA: 0:00:49, 36.67it/s, loss: 0.2587, loss_seg: 0.2587, _pixel_acc: 0.9158 [06/27 19:38:30] Vis4D INFO: Epoch 1: 73250/75000, ETA: 0:00:47, 36.57it/s, loss: 0.2545, loss_seg: 0.2545, _pixel_acc: 0.9183 [06/27 19:38:37] Vis4D INFO: Epoch 1: 73300/75000, ETA: 0:00:46, 36.46it/s, loss: 0.2590, loss_seg: 0.2590, _pixel_acc: 0.9147 [06/27 19:38:44] Vis4D INFO: Epoch 1: 73350/75000, ETA: 0:00:45, 36.36it/s, loss: 0.2965, loss_seg: 0.2965, _pixel_acc: 0.9041 [06/27 19:38:51] Vis4D INFO: Epoch 1: 73400/75000, ETA: 0:00:44, 36.26it/s, loss: 0.3006, loss_seg: 0.3006, _pixel_acc: 0.9034 [06/27 19:38:59] Vis4D INFO: Epoch 1: 73450/75000, ETA: 0:00:42, 36.16it/s, loss: 0.3340, loss_seg: 0.3340, _pixel_acc: 0.8941 [06/27 19:39:05] Vis4D INFO: Epoch 1: 73500/75000, ETA: 0:00:41, 36.06it/s, loss: 0.2806, loss_seg: 0.2806, _pixel_acc: 0.9091 [06/27 19:39:13] Vis4D INFO: Epoch 1: 73550/75000, ETA: 0:00:40, 35.95it/s, loss: 0.2905, loss_seg: 0.2905, _pixel_acc: 0.9074 [06/27 19:39:20] Vis4D INFO: Epoch 1: 73600/75000, ETA: 0:00:39, 35.86it/s, loss: 0.2895, loss_seg: 0.2895, _pixel_acc: 0.9084 [06/27 19:39:27] Vis4D INFO: Epoch 1: 73650/75000, ETA: 0:00:37, 35.77it/s, loss: 0.2968, loss_seg: 0.2968, _pixel_acc: 0.9055 [06/27 19:39:33] Vis4D INFO: Epoch 1: 73700/75000, ETA: 0:00:36, 35.67it/s, loss: 0.3477, loss_seg: 0.3477, _pixel_acc: 0.8926 [06/27 19:39:40] Vis4D INFO: Epoch 1: 73750/75000, ETA: 0:00:35, 35.58it/s, loss: 0.3228, loss_seg: 0.3228, _pixel_acc: 0.8945 [06/27 19:39:47] Vis4D INFO: Epoch 1: 73800/75000, ETA: 0:00:33, 35.49it/s, loss: 0.2738, loss_seg: 0.2738, _pixel_acc: 0.9146 [06/27 19:39:53] Vis4D INFO: Epoch 1: 73850/75000, ETA: 0:00:32, 35.40it/s, loss: 0.3229, loss_seg: 0.3229, _pixel_acc: 0.8976 [06/27 19:40:00] Vis4D INFO: Epoch 1: 73900/75000, ETA: 0:00:31, 35.31it/s, loss: 0.2785, loss_seg: 0.2785, _pixel_acc: 0.9112 [06/27 19:40:07] Vis4D INFO: Epoch 1: 73950/75000, ETA: 0:00:29, 35.22it/s, loss: 0.2639, loss_seg: 0.2639, _pixel_acc: 0.9185 [06/27 19:40:14] Vis4D INFO: Epoch 1: 74000/75000, ETA: 0:00:28, 35.13it/s, loss: 0.2521, loss_seg: 0.2521, _pixel_acc: 0.9187 [06/27 19:40:21] Vis4D INFO: Epoch 1: 74050/75000, ETA: 0:00:27, 35.04it/s, loss: 0.2433, loss_seg: 0.2433, _pixel_acc: 0.9228 [06/27 19:40:27] Vis4D INFO: Epoch 1: 74100/75000, ETA: 0:00:25, 34.95it/s, loss: 0.2798, loss_seg: 0.2798, _pixel_acc: 0.9113 [06/27 19:40:34] Vis4D INFO: Epoch 1: 74150/75000, ETA: 0:00:24, 34.87it/s, loss: 0.2418, loss_seg: 0.2418, _pixel_acc: 0.9238 [06/27 19:40:40] Vis4D INFO: Epoch 1: 74200/75000, ETA: 0:00:22, 34.78it/s, loss: 0.2499, loss_seg: 0.2499, _pixel_acc: 0.9186 [06/27 19:40:47] Vis4D INFO: Epoch 1: 74250/75000, ETA: 0:00:21, 34.69it/s, loss: 0.2953, loss_seg: 0.2953, _pixel_acc: 0.9047 [06/27 19:40:54] Vis4D INFO: Epoch 1: 74300/75000, ETA: 0:00:20, 34.61it/s, loss: 0.2744, loss_seg: 0.2744, _pixel_acc: 0.9137 [06/27 19:41:00] Vis4D INFO: Epoch 1: 74350/75000, ETA: 0:00:18, 34.53it/s, loss: 0.2491, loss_seg: 0.2491, _pixel_acc: 0.9195 [06/27 19:41:07] Vis4D INFO: Epoch 1: 74400/75000, ETA: 0:00:17, 34.44it/s, loss: 0.2604, loss_seg: 0.2604, _pixel_acc: 0.9166 [06/27 19:41:14] Vis4D INFO: Epoch 1: 74450/75000, ETA: 0:00:16, 34.36it/s, loss: 0.2306, loss_seg: 0.2306, _pixel_acc: 0.9247 [06/27 19:41:21] Vis4D INFO: Epoch 1: 74500/75000, ETA: 0:00:14, 34.27it/s, loss: 0.2703, loss_seg: 0.2703, _pixel_acc: 0.9141 [06/27 19:41:28] Vis4D INFO: Epoch 1: 74550/75000, ETA: 0:00:13, 34.18it/s, loss: 0.2644, loss_seg: 0.2644, _pixel_acc: 0.9170 [06/27 19:41:35] Vis4D INFO: Epoch 1: 74600/75000, ETA: 0:00:11, 34.10it/s, loss: 0.2650, loss_seg: 0.2650, _pixel_acc: 0.9158 [06/27 19:41:41] Vis4D INFO: Epoch 1: 74650/75000, ETA: 0:00:10, 34.02it/s, loss: 0.2631, loss_seg: 0.2631, _pixel_acc: 0.9151 [06/27 19:41:48] Vis4D INFO: Epoch 1: 74700/75000, ETA: 0:00:08, 33.94it/s, loss: 0.2431, loss_seg: 0.2431, _pixel_acc: 0.9222 [06/27 19:41:55] Vis4D INFO: Epoch 1: 74750/75000, ETA: 0:00:07, 33.86it/s, loss: 0.2485, loss_seg: 0.2485, _pixel_acc: 0.9197 [06/27 19:42:01] Vis4D INFO: Epoch 1: 74800/75000, ETA: 0:00:05, 33.78it/s, loss: 0.2713, loss_seg: 0.2713, _pixel_acc: 0.9139 [06/27 19:42:08] Vis4D INFO: Epoch 1: 74850/75000, ETA: 0:00:04, 33.70it/s, loss: 0.2826, loss_seg: 0.2826, _pixel_acc: 0.9106 [06/27 19:42:15] Vis4D INFO: Epoch 1: 74900/75000, ETA: 0:00:02, 33.63it/s, loss: 0.2876, loss_seg: 0.2876, _pixel_acc: 0.9101 [06/27 19:42:21] Vis4D INFO: Epoch 1: 74950/75000, ETA: 0:00:01, 33.55it/s, loss: 0.2467, loss_seg: 0.2467, _pixel_acc: 0.9225 [06/27 19:42:28] Vis4D INFO: Epoch 1: 75000/75000, ETA: 0:00:00, 33.47it/s, loss: 0.2407, loss_seg: 0.2407, _pixel_acc: 0.9223 [06/27 19:42:35] Vis4D INFO: Epoch 2: 50/75000, ETA: 2:41:41, 7.73it/s, loss: 0.2640, loss_seg: 0.2640, _pixel_acc: 0.9144 [06/27 19:42:41] Vis4D INFO: Epoch 2: 100/75000, ETA: 2:38:03, 7.90it/s, loss: 0.2620, loss_seg: 0.2620, _pixel_acc: 0.9143 [06/27 19:42:48] Vis4D INFO: Epoch 2: 150/75000, ETA: 2:38:47, 7.86it/s, loss: 0.2586, loss_seg: 0.2586, _pixel_acc: 0.9171 [06/27 19:42:54] Vis4D INFO: Epoch 2: 200/75000, ETA: 2:38:11, 7.88it/s, loss: 0.2691, loss_seg: 0.2691, _pixel_acc: 0.9121 [06/27 19:43:01] Vis4D INFO: Epoch 2: 250/75000, ETA: 2:38:43, 7.85it/s, loss: 0.2402, loss_seg: 0.2402, _pixel_acc: 0.9225 [06/27 19:43:08] Vis4D INFO: Epoch 2: 300/75000, ETA: 2:40:48, 7.74it/s, loss: 0.2518, loss_seg: 0.2518, _pixel_acc: 0.9190 [06/27 19:43:14] Vis4D INFO: Epoch 2: 350/75000, ETA: 2:42:06, 7.68it/s, loss: 0.2100, loss_seg: 0.2100, _pixel_acc: 0.9323 [06/27 19:43:21] Vis4D INFO: Epoch 2: 400/75000, ETA: 2:40:54, 7.73it/s, loss: 0.2254, loss_seg: 0.2254, _pixel_acc: 0.9260 [06/27 19:43:28] Vis4D INFO: Epoch 2: 450/75000, ETA: 2:42:43, 7.64it/s, loss: 0.2377, loss_seg: 0.2377, _pixel_acc: 0.9233 [06/27 19:43:34] Vis4D INFO: Epoch 2: 500/75000, ETA: 2:41:24, 7.69it/s, loss: 0.2343, loss_seg: 0.2343, _pixel_acc: 0.9222 [06/27 19:43:40] Vis4D INFO: Epoch 2: 550/75000, ETA: 2:41:16, 7.69it/s, loss: 0.2240, loss_seg: 0.2240, _pixel_acc: 0.9264 [06/27 19:43:46] Vis4D INFO: Epoch 2: 600/75000, ETA: 2:40:12, 7.74it/s, loss: 0.3130, loss_seg: 0.3130, _pixel_acc: 0.9013 [06/27 19:43:53] Vis4D INFO: Epoch 2: 650/75000, ETA: 2:40:02, 7.74it/s, loss: 0.2772, loss_seg: 0.2772, _pixel_acc: 0.9110 [06/27 19:43:59] Vis4D INFO: Epoch 2: 700/75000, ETA: 2:39:08, 7.78it/s, loss: 0.2818, loss_seg: 0.2818, _pixel_acc: 0.9078 [06/27 19:44:05] Vis4D INFO: Epoch 2: 750/75000, ETA: 2:38:53, 7.79it/s, loss: 0.3086, loss_seg: 0.3086, _pixel_acc: 0.9045 [06/27 19:44:11] Vis4D INFO: Epoch 2: 800/75000, ETA: 2:38:17, 7.81it/s, loss: 0.2735, loss_seg: 0.2735, _pixel_acc: 0.9114 [06/27 19:44:17] Vis4D INFO: Epoch 2: 850/75000, ETA: 2:37:26, 7.85it/s, loss: 0.2349, loss_seg: 0.2349, _pixel_acc: 0.9248 [06/27 19:44:23] Vis4D INFO: Epoch 2: 900/75000, ETA: 2:36:50, 7.87it/s, loss: 0.2462, loss_seg: 0.2462, _pixel_acc: 0.9203 [06/27 19:44:29] Vis4D INFO: Epoch 2: 950/75000, ETA: 2:36:13, 7.90it/s, loss: 0.3126, loss_seg: 0.3126, _pixel_acc: 0.9008 [06/27 19:44:35] Vis4D INFO: Epoch 2: 1000/75000, ETA: 2:35:54, 7.91it/s, loss: 0.2909, loss_seg: 0.2909, _pixel_acc: 0.9083 [06/27 19:44:42] Vis4D INFO: Epoch 2: 1050/75000, ETA: 2:35:58, 7.90it/s, loss: 0.2812, loss_seg: 0.2812, _pixel_acc: 0.9090 [06/27 19:44:48] Vis4D INFO: Epoch 2: 1100/75000, ETA: 2:36:13, 7.88it/s, loss: 0.2930, loss_seg: 0.2930, _pixel_acc: 0.9100 [06/27 19:44:55] Vis4D INFO: Epoch 2: 1150/75000, ETA: 2:35:59, 7.89it/s, loss: 0.2872, loss_seg: 0.2872, _pixel_acc: 0.9093 [06/27 19:45:00] Vis4D INFO: Epoch 2: 1200/75000, ETA: 2:35:22, 7.92it/s, loss: 0.3084, loss_seg: 0.3084, _pixel_acc: 0.9031 [06/27 19:45:07] Vis4D INFO: Epoch 2: 1250/75000, ETA: 2:35:26, 7.91it/s, loss: 0.2277, loss_seg: 0.2277, _pixel_acc: 0.9271 [06/27 19:45:13] Vis4D INFO: Epoch 2: 1300/75000, ETA: 2:35:21, 7.91it/s, loss: 0.2502, loss_seg: 0.2502, _pixel_acc: 0.9188 [06/27 19:45:20] Vis4D INFO: Epoch 2: 1350/75000, ETA: 2:35:21, 7.90it/s, loss: 0.2414, loss_seg: 0.2414, _pixel_acc: 0.9221 [06/27 19:45:26] Vis4D INFO: Epoch 2: 1400/75000, ETA: 2:35:07, 7.91it/s, loss: 0.2426, loss_seg: 0.2426, _pixel_acc: 0.9221 [06/27 19:45:33] Vis4D INFO: Epoch 2: 1450/75000, ETA: 2:35:35, 7.88it/s, loss: 0.2430, loss_seg: 0.2430, _pixel_acc: 0.9221 [06/27 19:45:39] Vis4D INFO: Epoch 2: 1500/75000, ETA: 2:35:05, 7.90it/s, loss: 0.2574, loss_seg: 0.2574, _pixel_acc: 0.9154 [06/27 19:45:45] Vis4D INFO: Epoch 2: 1550/75000, ETA: 2:35:08, 7.89it/s, loss: 0.2563, loss_seg: 0.2563, _pixel_acc: 0.9182 [06/27 19:45:51] Vis4D INFO: Epoch 2: 1600/75000, ETA: 2:34:40, 7.91it/s, loss: 0.2864, loss_seg: 0.2864, _pixel_acc: 0.9073 [06/27 19:45:58] Vis4D INFO: Epoch 2: 1650/75000, ETA: 2:34:42, 7.90it/s, loss: 0.2943, loss_seg: 0.2943, _pixel_acc: 0.9084 [06/27 19:46:03] Vis4D INFO: Epoch 2: 1700/75000, ETA: 2:34:15, 7.92it/s, loss: 0.2818, loss_seg: 0.2818, _pixel_acc: 0.9093 [06/27 19:46:10] Vis4D INFO: Epoch 2: 1750/75000, ETA: 2:34:19, 7.91it/s, loss: 0.2447, loss_seg: 0.2447, _pixel_acc: 0.9208 [06/27 19:46:16] Vis4D INFO: Epoch 2: 1800/75000, ETA: 2:33:58, 7.92it/s, loss: 0.2806, loss_seg: 0.2806, _pixel_acc: 0.9091 [06/27 19:46:22] Vis4D INFO: Epoch 2: 1850/75000, ETA: 2:33:40, 7.93it/s, loss: 0.2444, loss_seg: 0.2444, _pixel_acc: 0.9214 [06/27 19:46:28] Vis4D INFO: Epoch 2: 1900/75000, ETA: 2:33:34, 7.93it/s, loss: 0.2420, loss_seg: 0.2420, _pixel_acc: 0.9208 [06/27 19:46:34] Vis4D INFO: Epoch 2: 1950/75000, ETA: 2:33:20, 7.94it/s, loss: 0.2290, loss_seg: 0.2290, _pixel_acc: 0.9257 [06/27 19:46:40] Vis4D INFO: Epoch 2: 2000/75000, ETA: 2:33:04, 7.95it/s, loss: 0.3279, loss_seg: 0.3279, _pixel_acc: 0.8960 [06/27 19:46:46] Vis4D INFO: Epoch 2: 2050/75000, ETA: 2:32:51, 7.95it/s, loss: 0.2993, loss_seg: 0.2993, _pixel_acc: 0.9047 [06/27 19:46:52] Vis4D INFO: Epoch 2: 2100/75000, ETA: 2:32:29, 7.97it/s, loss: 0.2315, loss_seg: 0.2315, _pixel_acc: 0.9249 [06/27 19:46:58] Vis4D INFO: Epoch 2: 2150/75000, ETA: 2:32:07, 7.98it/s, loss: 0.2602, loss_seg: 0.2602, _pixel_acc: 0.9185 [06/27 19:47:04] Vis4D INFO: Epoch 2: 2200/75000, ETA: 2:31:59, 7.98it/s, loss: 0.2779, loss_seg: 0.2779, _pixel_acc: 0.9107 [06/27 19:47:12] Vis4D INFO: Epoch 2: 2250/75000, ETA: 2:32:36, 7.95it/s, loss: 0.2990, loss_seg: 0.2990, _pixel_acc: 0.9054 [06/27 19:47:18] Vis4D INFO: Epoch 2: 2300/75000, ETA: 2:32:14, 7.96it/s, loss: 0.2972, loss_seg: 0.2972, _pixel_acc: 0.9044 [06/27 19:47:24] Vis4D INFO: Epoch 2: 2350/75000, ETA: 2:32:05, 7.96it/s, loss: 0.2933, loss_seg: 0.2933, _pixel_acc: 0.9086 [06/27 19:47:30] Vis4D INFO: Epoch 2: 2400/75000, ETA: 2:31:59, 7.96it/s, loss: 0.3135, loss_seg: 0.3135, _pixel_acc: 0.9029 [06/27 19:47:36] Vis4D INFO: Epoch 2: 2450/75000, ETA: 2:31:52, 7.96it/s, loss: 0.2415, loss_seg: 0.2415, _pixel_acc: 0.9231 [06/27 19:47:43] Vis4D INFO: Epoch 2: 2500/75000, ETA: 2:31:43, 7.96it/s, loss: 0.2275, loss_seg: 0.2275, _pixel_acc: 0.9270 [06/27 19:47:49] Vis4D INFO: Epoch 2: 2550/75000, ETA: 2:31:29, 7.97it/s, loss: 0.2466, loss_seg: 0.2466, _pixel_acc: 0.9202 [06/27 19:47:55] Vis4D INFO: Epoch 2: 2600/75000, ETA: 2:31:29, 7.96it/s, loss: 0.2326, loss_seg: 0.2326, _pixel_acc: 0.9240 [06/27 19:48:01] Vis4D INFO: Epoch 2: 2650/75000, ETA: 2:31:15, 7.97it/s, loss: 0.2486, loss_seg: 0.2486, _pixel_acc: 0.9182 [06/27 19:48:07] Vis4D INFO: Epoch 2: 2700/75000, ETA: 2:30:59, 7.98it/s, loss: 0.2425, loss_seg: 0.2425, _pixel_acc: 0.9207 [06/27 19:48:13] Vis4D INFO: Epoch 2: 2750/75000, ETA: 2:30:40, 7.99it/s, loss: 0.2526, loss_seg: 0.2526, _pixel_acc: 0.9183 [06/27 19:48:19] Vis4D INFO: Epoch 2: 2800/75000, ETA: 2:30:24, 8.00it/s, loss: 0.2478, loss_seg: 0.2478, _pixel_acc: 0.9201 [06/27 19:48:25] Vis4D INFO: Epoch 2: 2850/75000, ETA: 2:30:19, 8.00it/s, loss: 0.2573, loss_seg: 0.2573, _pixel_acc: 0.9157 [06/27 19:48:31] Vis4D INFO: Epoch 2: 2900/75000, ETA: 2:30:10, 8.00it/s, loss: 0.2391, loss_seg: 0.2391, _pixel_acc: 0.9231 [06/27 19:48:38] Vis4D INFO: Epoch 2: 2950/75000, ETA: 2:30:07, 8.00it/s, loss: 0.2492, loss_seg: 0.2492, _pixel_acc: 0.9188 [06/27 19:48:43] Vis4D INFO: Epoch 2: 3000/75000, ETA: 2:29:50, 8.01it/s, loss: 0.2491, loss_seg: 0.2491, _pixel_acc: 0.9187 [06/27 19:48:50] Vis4D INFO: Epoch 2: 3050/75000, ETA: 2:29:43, 8.01it/s, loss: 0.2330, loss_seg: 0.2330, _pixel_acc: 0.9240 [06/27 19:48:56] Vis4D INFO: Epoch 2: 3100/75000, ETA: 2:29:31, 8.01it/s, loss: 0.2391, loss_seg: 0.2391, _pixel_acc: 0.9232 [06/27 19:49:02] Vis4D INFO: Epoch 2: 3150/75000, ETA: 2:29:20, 8.02it/s, loss: 0.2649, loss_seg: 0.2649, _pixel_acc: 0.9143 [06/27 19:49:08] Vis4D INFO: Epoch 2: 3200/75000, ETA: 2:29:08, 8.02it/s, loss: 0.2403, loss_seg: 0.2403, _pixel_acc: 0.9207 [06/27 19:49:14] Vis4D INFO: Epoch 2: 3250/75000, ETA: 2:29:09, 8.02it/s, loss: 0.2570, loss_seg: 0.2570, _pixel_acc: 0.9172 [06/27 19:49:20] Vis4D INFO: Epoch 2: 3300/75000, ETA: 2:29:00, 8.02it/s, loss: 0.2493, loss_seg: 0.2493, _pixel_acc: 0.9186 [06/27 19:49:26] Vis4D INFO: Epoch 2: 3350/75000, ETA: 2:28:49, 8.02it/s, loss: 0.2366, loss_seg: 0.2366, _pixel_acc: 0.9232 [06/27 19:49:33] Vis4D INFO: Epoch 2: 3400/75000, ETA: 2:28:48, 8.02it/s, loss: 0.2308, loss_seg: 0.2308, _pixel_acc: 0.9234 [06/27 19:49:39] Vis4D INFO: Epoch 2: 3450/75000, ETA: 2:28:43, 8.02it/s, loss: 0.2605, loss_seg: 0.2605, _pixel_acc: 0.9154 [06/27 19:49:45] Vis4D INFO: Epoch 2: 3500/75000, ETA: 2:28:36, 8.02it/s, loss: 0.2762, loss_seg: 0.2762, _pixel_acc: 0.9103 [06/27 19:49:52] Vis4D INFO: Epoch 2: 3550/75000, ETA: 2:28:32, 8.02it/s, loss: 0.3114, loss_seg: 0.3114, _pixel_acc: 0.9009 [06/27 19:49:58] Vis4D INFO: Epoch 2: 3600/75000, ETA: 2:28:23, 8.02it/s, loss: 0.2784, loss_seg: 0.2784, _pixel_acc: 0.9126 [06/27 19:50:04] Vis4D INFO: Epoch 2: 3650/75000, ETA: 2:28:13, 8.02it/s, loss: 0.2603, loss_seg: 0.2603, _pixel_acc: 0.9158 [06/27 19:50:10] Vis4D INFO: Epoch 2: 3700/75000, ETA: 2:28:13, 8.02it/s, loss: 0.2561, loss_seg: 0.2561, _pixel_acc: 0.9189 [06/27 19:50:16] Vis4D INFO: Epoch 2: 3750/75000, ETA: 2:28:04, 8.02it/s, loss: 0.2351, loss_seg: 0.2351, _pixel_acc: 0.9257 [06/27 19:50:22] Vis4D INFO: Epoch 2: 3800/75000, ETA: 2:27:51, 8.03it/s, loss: 0.2293, loss_seg: 0.2293, _pixel_acc: 0.9281 [06/27 19:50:28] Vis4D INFO: Epoch 2: 3850/75000, ETA: 2:27:42, 8.03it/s, loss: 0.2588, loss_seg: 0.2588, _pixel_acc: 0.9169 [06/27 19:50:35] Vis4D INFO: Epoch 2: 3900/75000, ETA: 2:27:40, 8.02it/s, loss: 0.2884, loss_seg: 0.2884, _pixel_acc: 0.9094 [06/27 19:50:42] Vis4D INFO: Epoch 2: 3950/75000, ETA: 2:27:43, 8.02it/s, loss: 0.2650, loss_seg: 0.2650, _pixel_acc: 0.9149 [06/27 19:50:48] Vis4D INFO: Epoch 2: 4000/75000, ETA: 2:27:36, 8.02it/s, loss: 0.2700, loss_seg: 0.2700, _pixel_acc: 0.9137 [06/27 19:50:54] Vis4D INFO: Epoch 2: 4050/75000, ETA: 2:27:24, 8.02it/s, loss: 0.2214, loss_seg: 0.2214, _pixel_acc: 0.9289 [06/27 19:51:00] Vis4D INFO: Epoch 2: 4100/75000, ETA: 2:27:12, 8.03it/s, loss: 0.2211, loss_seg: 0.2211, _pixel_acc: 0.9277 [06/27 19:51:06] Vis4D INFO: Epoch 2: 4150/75000, ETA: 2:27:09, 8.02it/s, loss: 0.2481, loss_seg: 0.2481, _pixel_acc: 0.9193 [06/27 19:51:12] Vis4D INFO: Epoch 2: 4200/75000, ETA: 2:26:55, 8.03it/s, loss: 0.2732, loss_seg: 0.2732, _pixel_acc: 0.9145 [06/27 19:51:18] Vis4D INFO: Epoch 2: 4250/75000, ETA: 2:26:47, 8.03it/s, loss: 0.2640, loss_seg: 0.2640, _pixel_acc: 0.9191 [06/27 19:51:24] Vis4D INFO: Epoch 2: 4300/75000, ETA: 2:26:45, 8.03it/s, loss: 0.2509, loss_seg: 0.2509, _pixel_acc: 0.9200 [06/27 19:51:30] Vis4D INFO: Epoch 2: 4350/75000, ETA: 2:26:34, 8.03it/s, loss: 0.2332, loss_seg: 0.2332, _pixel_acc: 0.9246 [06/27 19:51:36] Vis4D INFO: Epoch 2: 4400/75000, ETA: 2:26:22, 8.04it/s, loss: 0.2365, loss_seg: 0.2365, _pixel_acc: 0.9231 [06/27 19:51:42] Vis4D INFO: Epoch 2: 4450/75000, ETA: 2:26:15, 8.04it/s, loss: 0.2454, loss_seg: 0.2454, _pixel_acc: 0.9192 [06/27 19:51:48] Vis4D INFO: Epoch 2: 4500/75000, ETA: 2:26:01, 8.05it/s, loss: 0.2383, loss_seg: 0.2383, _pixel_acc: 0.9224 [06/27 19:51:54] Vis4D INFO: Epoch 2: 4550/75000, ETA: 2:25:54, 8.05it/s, loss: 0.2447, loss_seg: 0.2447, _pixel_acc: 0.9218 [06/27 19:52:00] Vis4D INFO: Epoch 2: 4600/75000, ETA: 2:25:42, 8.05it/s, loss: 0.2266, loss_seg: 0.2266, _pixel_acc: 0.9267 [06/27 19:52:06] Vis4D INFO: Epoch 2: 4650/75000, ETA: 2:25:29, 8.06it/s, loss: 0.2447, loss_seg: 0.2447, _pixel_acc: 0.9203 [06/27 19:52:12] Vis4D INFO: Epoch 2: 4700/75000, ETA: 2:25:20, 8.06it/s, loss: 0.2391, loss_seg: 0.2391, _pixel_acc: 0.9222 [06/27 19:52:18] Vis4D INFO: Epoch 2: 4750/75000, ETA: 2:25:18, 8.06it/s, loss: 0.2559, loss_seg: 0.2559, _pixel_acc: 0.9168 [06/27 19:52:25] Vis4D INFO: Epoch 2: 4800/75000, ETA: 2:25:13, 8.06it/s, loss: 0.2450, loss_seg: 0.2450, _pixel_acc: 0.9208 [06/27 19:52:30] Vis4D INFO: Epoch 2: 4850/75000, ETA: 2:25:00, 8.06it/s, loss: 0.2711, loss_seg: 0.2711, _pixel_acc: 0.9151 [06/27 19:52:36] Vis4D INFO: Epoch 2: 4900/75000, ETA: 2:24:49, 8.07it/s, loss: 0.2629, loss_seg: 0.2629, _pixel_acc: 0.9149 [06/27 19:52:42] Vis4D INFO: Epoch 2: 4950/75000, ETA: 2:24:37, 8.07it/s, loss: 0.2395, loss_seg: 0.2395, _pixel_acc: 0.9229 [06/27 19:52:48] Vis4D INFO: Epoch 2: 5000/75000, ETA: 2:24:25, 8.08it/s, loss: 0.2308, loss_seg: 0.2308, _pixel_acc: 0.9247 [06/27 19:52:54] Vis4D INFO: Testing: 50/12500, ETA: 0:26:31, 7.82it/s [06/27 19:53:00] Vis4D INFO: Testing: 100/12500, ETA: 0:25:54, 7.98it/s [06/27 19:53:06] Vis4D INFO: Testing: 150/12500, ETA: 0:25:20, 8.12it/s [06/27 19:53:12] Vis4D INFO: Testing: 200/12500, ETA: 0:25:10, 8.14it/s [06/27 19:53:18] Vis4D INFO: Testing: 250/12500, ETA: 0:24:50, 8.22it/s [06/27 19:53:24] Vis4D INFO: Testing: 300/12500, ETA: 0:24:41, 8.24it/s [06/27 19:53:30] Vis4D INFO: Testing: 350/12500, ETA: 0:24:33, 8.24it/s [06/27 19:53:36] Vis4D INFO: Testing: 400/12500, ETA: 0:24:27, 8.24it/s [06/27 19:53:42] Vis4D INFO: Testing: 450/12500, ETA: 0:24:17, 8.27it/s [06/27 19:53:48] Vis4D INFO: Testing: 500/12500, ETA: 0:24:07, 8.29it/s [06/27 19:53:54] Vis4D INFO: Testing: 550/12500, ETA: 0:24:00, 8.29it/s [06/27 19:54:00] Vis4D INFO: Testing: 600/12500, ETA: 0:23:56, 8.29it/s [06/27 19:54:06] Vis4D INFO: Testing: 650/12500, ETA: 0:23:48, 8.30it/s [06/27 19:54:12] Vis4D INFO: Testing: 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INFO: Testing: 1400/12500, ETA: 0:22:12, 8.33it/s [06/27 19:55:42] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:05, 8.34it/s [06/27 19:55:48] Vis4D INFO: Testing: 1500/12500, ETA: 0:21:58, 8.34it/s [06/27 19:55:54] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:52, 8.34it/s [06/27 19:56:00] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:47, 8.34it/s [06/27 19:56:06] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:40, 8.34it/s [06/27 19:56:11] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:33, 8.35it/s [06/27 19:56:17] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:27, 8.35it/s [06/27 19:56:23] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:20, 8.36it/s [06/27 19:56:29] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:15, 8.35it/s [06/27 19:56:36] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:10, 8.34it/s [06/27 19:56:42] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:05, 8.34it/s [06/27 19:56:48] Vis4D INFO: Testing: 2000/12500, ETA: 0:20:59, 8.34it/s [06/27 19:56:54] Vis4D INFO: Testing: 2050/12500, ETA: 0:20:53, 8.34it/s [06/27 19:56:59] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:46, 8.34it/s [06/27 19:57:05] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:39, 8.35it/s [06/27 19:57:11] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:33, 8.35it/s [06/27 19:57:17] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:27, 8.35it/s [06/27 19:57:23] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:21, 8.35it/s [06/27 19:57:29] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:14, 8.36it/s [06/27 19:57:35] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:08, 8.36it/s [06/27 19:57:41] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:02, 8.36it/s [06/27 19:57:47] Vis4D INFO: Testing: 2500/12500, ETA: 0:19:56, 8.36it/s [06/27 19:57:53] Vis4D INFO: Testing: 2550/12500, ETA: 0:19:50, 8.36it/s [06/27 19:57:59] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:44, 8.36it/s [06/27 19:58:05] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:39, 8.35it/s [06/27 19:58:11] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:32, 8.36it/s [06/27 19:58:17] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:27, 8.35it/s [06/27 19:58:23] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:21, 8.35it/s [06/27 19:58:29] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:15, 8.35it/s [06/27 19:58:35] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:09, 8.35it/s [06/27 19:58:41] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:03, 8.35it/s [06/27 19:58:47] Vis4D INFO: Testing: 3000/12500, ETA: 0:18:58, 8.35it/s [06/27 19:58:53] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:51, 8.35it/s [06/27 19:58:59] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:46, 8.35it/s [06/27 19:59:05] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:40, 8.34it/s [06/27 19:59:11] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:34, 8.35it/s [06/27 19:59:17] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:28, 8.35it/s [06/27 19:59:23] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:22, 8.35it/s [06/27 19:59:29] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:16, 8.35it/s [06/27 19:59:35] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:11, 8.34it/s [06/27 19:59:41] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:05, 8.34it/s [06/27 19:59:48] Vis4D INFO: Testing: 3500/12500, ETA: 0:17:59, 8.34it/s [06/27 19:59:53] Vis4D INFO: Testing: 3550/12500, ETA: 0:17:53, 8.34it/s [06/27 19:59:59] Vis4D INFO: Testing: 3600/12500, ETA: 0:17:47, 8.34it/s [06/27 20:00:06] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:41, 8.34it/s [06/27 20:00:12] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:35, 8.34it/s [06/27 20:00:18] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:30, 8.33it/s [06/27 20:00:24] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:23, 8.33it/s [06/27 20:00:30] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:17, 8.33it/s [06/27 20:00:36] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:12, 8.33it/s [06/27 20:00:42] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:06, 8.33it/s [06/27 20:00:48] Vis4D INFO: Testing: 4000/12500, ETA: 0:16:59, 8.33it/s [06/27 20:00:54] Vis4D INFO: Testing: 4050/12500, ETA: 0:16:53, 8.34it/s [06/27 20:01:00] Vis4D INFO: Testing: 4100/12500, ETA: 0:16:48, 8.33it/s [06/27 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0:15:24, 8.33it/s [06/27 20:02:30] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:18, 8.33it/s [06/27 20:02:36] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:12, 8.33it/s [06/27 20:02:42] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:06, 8.33it/s [06/27 20:02:48] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:00, 8.33it/s [06/27 20:02:54] Vis4D INFO: Testing: 5050/12500, ETA: 0:14:53, 8.33it/s [06/27 20:03:00] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:47, 8.34it/s [06/27 20:03:06] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:42, 8.33it/s [06/27 20:03:12] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:36, 8.33it/s [06/27 20:03:18] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:29, 8.33it/s [06/27 20:03:24] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:23, 8.34it/s [06/27 20:03:29] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:17, 8.34it/s [06/27 20:03:35] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:11, 8.34it/s [06/27 20:03:41] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:05, 8.34it/s [06/27 20:03:47] Vis4D INFO: Testing: 5500/12500, ETA: 0:13:59, 8.34it/s [06/27 20:03:53] Vis4D INFO: Testing: 5550/12500, ETA: 0:13:53, 8.34it/s [06/27 20:03:59] Vis4D INFO: Testing: 5600/12500, ETA: 0:13:47, 8.34it/s [06/27 20:04:05] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:41, 8.34it/s [06/27 20:04:11] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:35, 8.34it/s [06/27 20:04:17] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:29, 8.34it/s [06/27 20:04:23] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:23, 8.34it/s [06/27 20:04:29] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:17, 8.34it/s [06/27 20:04:35] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:11, 8.34it/s [06/27 20:04:41] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:05, 8.34it/s [06/27 20:04:47] Vis4D INFO: Testing: 6000/12500, ETA: 0:12:59, 8.34it/s [06/27 20:04:53] Vis4D INFO: Testing: 6050/12500, ETA: 0:12:53, 8.34it/s [06/27 20:04:59] Vis4D INFO: Testing: 6100/12500, ETA: 0:12:47, 8.34it/s [06/27 20:05:05] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:40, 8.34it/s [06/27 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Testing: 7550/12500, ETA: 0:09:54, 8.33it/s [06/27 20:08:00] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:47, 8.33it/s [06/27 20:08:06] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:41, 8.33it/s [06/27 20:08:12] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:35, 8.33it/s [06/27 20:08:18] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:29, 8.33it/s [06/27 20:08:24] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:23, 8.33it/s [06/27 20:08:30] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:18, 8.33it/s [06/27 20:08:36] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:12, 8.33it/s [06/27 20:08:42] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:05, 8.33it/s [06/27 20:08:48] Vis4D INFO: Testing: 8000/12500, ETA: 0:08:59, 8.33it/s [06/27 20:08:54] Vis4D INFO: Testing: 8050/12500, ETA: 0:08:53, 8.33it/s [06/27 20:09:00] Vis4D INFO: Testing: 8100/12500, ETA: 0:08:47, 8.33it/s [06/27 20:09:06] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:41, 8.34it/s [06/27 20:09:12] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:35, 8.33it/s [06/27 20:09:18] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:29, 8.34it/s [06/27 20:09:23] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:23, 8.34it/s [06/27 20:09:30] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:17, 8.34it/s [06/27 20:09:36] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:11, 8.33it/s [06/27 20:09:42] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:05, 8.33it/s [06/27 20:09:48] Vis4D INFO: Testing: 8500/12500, ETA: 0:07:59, 8.34it/s [06/27 20:09:54] Vis4D INFO: Testing: 8550/12500, ETA: 0:07:53, 8.33it/s [06/27 20:10:00] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:47, 8.33it/s [06/27 20:10:06] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:41, 8.33it/s [06/27 20:10:12] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:35, 8.33it/s [06/27 20:10:18] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:29, 8.33it/s [06/27 20:10:23] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:23, 8.34it/s [06/27 20:10:29] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:17, 8.34it/s [06/27 20:10:36] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:11, 8.34it/s [06/27 20:10:41] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:05, 8.34it/s [06/27 20:10:47] Vis4D INFO: Testing: 9000/12500, ETA: 0:06:59, 8.34it/s [06/27 20:10:53] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:53, 8.34it/s [06/27 20:11:00] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:47, 8.33it/s [06/27 20:11:06] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:41, 8.33it/s [06/27 20:11:12] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:36, 8.33it/s [06/27 20:11:18] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:30, 8.33it/s [06/27 20:11:24] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:24, 8.33it/s [06/27 20:11:30] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:18, 8.33it/s [06/27 20:11:36] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:12, 8.33it/s [06/27 20:11:42] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:06, 8.33it/s [06/27 20:11:48] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:00, 8.33it/s [06/27 20:11:54] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:54, 8.33it/s [06/27 20:12:01] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:48, 8.33it/s [06/27 20:12:06] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:42, 8.33it/s [06/27 20:12:13] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:36, 8.33it/s [06/27 20:12:19] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:30, 8.33it/s [06/27 20:12:25] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:24, 8.33it/s [06/27 20:12:31] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:18, 8.33it/s [06/27 20:12:37] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:12, 8.33it/s [06/27 20:12:43] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:06, 8.32it/s [06/27 20:12:49] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:00, 8.32it/s [06/27 20:12:55] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:54, 8.32it/s [06/27 20:13:01] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:48, 8.32it/s [06/27 20:13:07] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:42, 8.32it/s [06/27 20:13:14] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:36, 8.32it/s [06/27 20:13:20] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:30, 8.32it/s [06/27 20:13:26] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:24, 8.32it/s [06/27 20:13:32] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:18, 8.32it/s [06/27 20:13:38] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:12, 8.32it/s [06/27 20:13:44] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:06, 8.32it/s [06/27 20:13:50] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:00, 8.32it/s [06/27 20:13:56] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:54, 8.32it/s [06/27 20:14:02] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:48, 8.32it/s [06/27 20:14:08] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:42, 8.32it/s [06/27 20:14:15] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:36, 8.31it/s [06/27 20:14:21] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:30, 8.31it/s [06/27 20:14:27] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:24, 8.31it/s [06/27 20:14:33] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:18, 8.31it/s [06/27 20:14:39] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:12, 8.31it/s [06/27 20:14:45] Vis4D INFO: Testing: 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[06/27 20:16:10] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:42, 8.31it/s [06/27 20:16:17] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:36, 8.30it/s [06/27 20:16:23] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:30, 8.30it/s [06/27 20:16:29] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:24, 8.30it/s [06/27 20:16:35] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:18, 8.30it/s [06/27 20:16:41] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:12, 8.30it/s [06/27 20:16:47] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:06, 8.30it/s [06/27 20:16:53] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:00, 8.30it/s [06/27 20:16:59] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:54, 8.30it/s [06/27 20:17:05] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:48, 8.30it/s [06/27 20:17:12] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:42, 8.30it/s [06/27 20:17:18] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.30it/s [06/27 20:17:24] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.30it/s [06/27 20:17:30] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.30it/s [06/27 20:17:36] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.30it/s [06/27 20:17:42] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.30it/s [06/27 20:17:48] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.30it/s [06/27 20:17:54] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.30it/s [06/27 20:17:54] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 20:17:54] Vis4D INFO: mIoU: 67.5454 [06/27 20:17:54] Vis4D INFO: Showing evaluation results for mIoU [06/27 20:17:54] Vis4D INFO: mIoU: 67.545% unlabeled: (nan%), building: (73.488%), fence: (45.261%), other: (nan%), pedestrian: (58.399%), pole: (45.413%), road line: (67.772%), road: (96.460%), sidewalk: (87.442%), vegetation: (64.493%), vehicle: (86.921%), wall: (76.453%), traffic sign: (44.218%), sky: (85.427%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (53.759%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (60.133%) [06/27 20:17:54] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 20:17:54] Vis4D INFO: +-----------+-----------+------------------------+------------------------+-------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+------------------------+------------------------+-------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.924451694377592 | 0.026988639530690823 | inf | 0.032214519127745006 | 0.03637464535629379 | 5.753278909705423e-05 | 9.936972723670742e-05 | 0.002969820145291407 | 0.0367026917224435 | 0.007187983535517001 | 0.016626183748314937 | 0.02620652352230942 | 0.007907461212941287 | inf | inf | inf | inf | 0.03699691005762325 | inf | inf | nan | 0.008769797070438588 | | Class_2 | nan | 0.006973038981341987 | 0.5492415801726145 | inf | 0.007341247493717334 | 0.006891276949153616 | 4.2712399151574185e-06 | 0.00015217277565208413 | 0.004071138157658702 | 0.00861170595720654 | 0.0019220306005428235 | 0.014521171892362579 | 0.0014943189111309256 | 0.0002451266949863244 | inf | inf | inf | inf | 0.0008687163252435525 | inf | inf | inf | 0.010624229656722418 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.0021850291382455506 | 0.0061789603324005305 | inf | 0.7004447258806742 | 0.0020708651953076102 | 6.248234006573541e-05 | 0.00022423402075621442 | 0.0013168464548112806 | 0.0019320296950272326 | 0.0038018150756700176 | 0.0023571517281656853 | 0.0009721653072277123 | 1.2958106222773789e-06 | inf | inf | inf | inf | 0.0003634209952897337 | inf | inf | nan | 0.0005586500271542755 | | Class_5 | nan | 0.019475661791711226 | 0.017776314798107012 | inf | 0.005430678860458543 | 0.517842164252786 | 0.00011936508106982936 | 0.0001087128628707256 | 0.002208382158711963 | 0.0075722392384012386 | 0.0010506646655742574 | 0.004879105441063105 | 0.016864868129959756 | 0.002258751251975217 | inf | inf | inf | inf | 0.0322836872352455 | inf | inf | nan | 0.003914232908907033 | | Class_6 | nan | 0.00018153727348069762 | 0.00010120970447036732 | inf | 0.0017601184823770987 | 0.00032055543414665616 | 0.6965852903019396 | 0.009721978267335944 | 0.0026188888304591834 | 0.00012737854921045645 | 0.0012271564017475329 | 0.0003940762374617086 | 1.3590957482954674e-05 | 1.55978563184334e-06 | inf | inf | nan | inf | 5.402359644719021e-05 | inf | inf | nan | 8.907303339498162e-05 | | Class_7 | nan | 0.0027765990672479622 | 0.0030139530026748605 | inf | 0.028645893764703695 | 0.0014323824197487736 | 0.026068836277544815 | 0.9868490968803885 | 0.02658197035020492 | 0.003350638430908844 | 0.022344985413528518 | 0.005527188337853948 | 2.1553336614382664e-05 | 8.587727747278812e-05 | inf | inf | inf | inf | 7.253061385127385e-05 | inf | inf | nan | 0.006199921558408386 | | Class_8 | nan | 0.005693460793577402 | 0.00961238582259556 | inf | 0.021070536660415504 | 0.007913995867425255 | 0.0004691757439641445 | 0.004772298413194204 | 0.9249846708430767 | 0.004021074960106788 | 0.003126943980930907 | 0.007600482471634617 | 4.859796918147429e-05 | 3.6950631967148627e-06 | inf | inf | inf | inf | 1.3285120377205268e-05 | inf | inf | inf | 0.011934928345012925 | | Class_9 | nan | 0.053177393956185114 | 0.0715897688761823 | inf | 0.01557823800098579 | 0.03570657070579138 | 0.0002649935182432818 | 0.0007508812922315578 | 0.0029429152174811 | 0.8406131509758593 | 0.0038783637638700698 | 0.012931315077129097 | 0.015982760076356472 | 0.01493434918915012 | inf | inf | inf | inf | 0.01814950943925081 | inf | inf | inf | 0.1197729952099039 | | Class_10 | nan | 0.013793593380556721 | 0.009076060327907063 | inf | 0.06771145219932811 | 0.005449550199682261 | 0.0007082273972802129 | 0.005584273265244106 | 0.0029704503279910257 | 0.0028798957062675427 | 0.9131421222971388 | 0.015723899945427507 | 0.0031067006852450937 | 7.360662145558216e-05 | inf | inf | inf | inf | 0.0007478447675919855 | inf | inf | nan | 0.003626665695908088 | | Class_11 | nan | 0.01052640568187836 | 0.01274334207545352 | inf | 0.007396935975140479 | 0.003836566145713546 | 1.9003308108876555e-05 | 0.00018267455948617516 | 0.0027687151397418814 | 0.004831576732987334 | 0.0022057305467496928 | 0.8381176097729414 | 0.0021017248846999454 | 6.250455742069044e-05 | inf | inf | inf | inf | 0.00014943840609272515 | inf | inf | nan | 0.008426504646855468 | | Class_12 | nan | 0.0016307414293757281 | 0.0007259802570942843 | inf | 0.000895375474643231 | 0.002380773484529979 | 1.7770336454294305e-06 | 1.1465666539222681e-06 | 1.036151460011003e-06 | 0.0003877797498346263 | 0.0002067560224319574 | 0.000459305311047437 | 0.4752313723229074 | 3.18533757790984e-05 | nan | inf | inf | inf | 0.00810983646055212 | inf | inf | nan | 0.00043844795846964654 | | Class_13 | nan | 0.129842587331962 | 0.00918941567769152 | inf | 0.0003023577836395023 | 0.026932640433314538 | 1.1022554619761081e-05 | 1.3722136378482494e-05 | 7.35853760809827e-05 | 0.16850221001406815 | 0.0008397216863152417 | 0.0007851807516498746 | 0.0029254192776062894 | 0.8779925389762873 | inf | inf | inf | inf | 0.02262974350310578 | inf | inf | nan | 0.03750931105559368 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.002194412074439114 | 0.0010756077719076898 | inf | 0.0004935413845198265 | 0.00437946721012929 | 8.832175176090609e-08 | 3.2947743317383e-07 | 4.961012741677412e-07 | 0.0005665063884884976 | 6.068024136745173e-05 | 4.85011474169167e-05 | 0.001292170578871827 | 0.00017894981818575217 | nan | inf | inf | inf | 0.6030943963477438 | inf | inf | nan | 0.0002055402140641484 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.009516720780753064 | 0.045423271141759834 | inf | 0.010574994216648547 | 0.006607061074202131 | 5.6370474843880705e-05 | 0.0014586147432258047 | 0.00930396299970028 | 0.06393804992681379 | 0.002693868148680032 | 0.014403652598051903 | 0.003725432456716576 | 0.0019861052722923676 | inf | inf | inf | inf | 0.0014181674021158282 | inf | inf | inf | 0.7288517816526292 | +-----------+-----------+------------------------+------------------------+-------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 20:18:02] Vis4D INFO: Epoch 2: 5050/75000, ETA: 5:49:36, 3.33it/s, loss: 0.2183, loss_seg: 0.2183, _pixel_acc: 0.9305 [06/27 20:18:11] Vis4D INFO: Epoch 2: 5100/75000, ETA: 5:47:51, 3.35it/s, loss: 0.2435, loss_seg: 0.2435, _pixel_acc: 0.9209 [06/27 20:18:20] Vis4D INFO: Epoch 2: 5150/75000, ETA: 5:46:18, 3.36it/s, loss: 0.2836, loss_seg: 0.2836, _pixel_acc: 0.9098 [06/27 20:18:28] Vis4D INFO: Epoch 2: 5200/75000, ETA: 5:44:38, 3.38it/s, loss: 0.2440, loss_seg: 0.2440, _pixel_acc: 0.9217 [06/27 20:18:37] Vis4D INFO: Epoch 2: 5250/75000, ETA: 5:43:04, 3.39it/s, loss: 0.3251, loss_seg: 0.3251, _pixel_acc: 0.9054 [06/27 20:18:46] Vis4D INFO: Epoch 2: 5300/75000, ETA: 5:41:34, 3.40it/s, loss: 0.2510, loss_seg: 0.2510, _pixel_acc: 0.9197 [06/27 20:18:54] Vis4D INFO: Epoch 2: 5350/75000, ETA: 5:39:50, 3.42it/s, loss: 0.2558, loss_seg: 0.2558, _pixel_acc: 0.9184 [06/27 20:19:03] Vis4D INFO: Epoch 2: 5400/75000, ETA: 5:38:17, 3.43it/s, loss: 0.2331, loss_seg: 0.2331, _pixel_acc: 0.9250 [06/27 20:19:11] Vis4D INFO: Epoch 2: 5450/75000, ETA: 5:36:43, 3.44it/s, loss: 0.2350, loss_seg: 0.2350, _pixel_acc: 0.9239 [06/27 20:19:20] Vis4D INFO: Epoch 2: 5500/75000, ETA: 5:35:15, 3.46it/s, loss: 0.2646, loss_seg: 0.2646, _pixel_acc: 0.9162 [06/27 20:19:28] Vis4D INFO: Epoch 2: 5550/75000, ETA: 5:33:48, 3.47it/s, loss: 0.2210, loss_seg: 0.2210, _pixel_acc: 0.9295 [06/27 20:19:36] Vis4D INFO: Epoch 2: 5600/75000, ETA: 5:32:16, 3.48it/s, loss: 0.2463, loss_seg: 0.2463, _pixel_acc: 0.9215 [06/27 20:19:45] Vis4D INFO: Epoch 2: 5650/75000, ETA: 5:30:49, 3.49it/s, loss: 0.2562, loss_seg: 0.2562, _pixel_acc: 0.9191 [06/27 20:19:53] Vis4D INFO: Epoch 2: 5700/75000, ETA: 5:29:19, 3.51it/s, loss: 0.2924, loss_seg: 0.2924, _pixel_acc: 0.9078 [06/27 20:20:01] Vis4D INFO: Epoch 2: 5750/75000, ETA: 5:27:50, 3.52it/s, loss: 0.2473, loss_seg: 0.2473, _pixel_acc: 0.9201 [06/27 20:20:09] Vis4D INFO: Epoch 2: 5800/75000, ETA: 5:26:23, 3.53it/s, loss: 0.3096, loss_seg: 0.3096, _pixel_acc: 0.9024 [06/27 20:20:17] Vis4D INFO: Epoch 2: 5850/75000, ETA: 5:24:53, 3.55it/s, loss: 0.2840, loss_seg: 0.2840, _pixel_acc: 0.9085 [06/27 20:20:25] Vis4D INFO: Epoch 2: 5900/75000, ETA: 5:23:31, 3.56it/s, loss: 0.2866, loss_seg: 0.2866, _pixel_acc: 0.9102 [06/27 20:20:33] Vis4D INFO: Epoch 2: 5950/75000, ETA: 5:22:09, 3.57it/s, loss: 0.2914, loss_seg: 0.2914, _pixel_acc: 0.9056 [06/27 20:20:41] Vis4D INFO: Epoch 2: 6000/75000, ETA: 5:20:46, 3.58it/s, loss: 0.3055, loss_seg: 0.3055, _pixel_acc: 0.9012 [06/27 20:20:49] Vis4D INFO: Epoch 2: 6050/75000, ETA: 5:19:25, 3.60it/s, loss: 0.3118, loss_seg: 0.3118, _pixel_acc: 0.9003 [06/27 20:20:57] Vis4D INFO: Epoch 2: 6100/75000, ETA: 5:18:01, 3.61it/s, loss: 0.2902, loss_seg: 0.2902, _pixel_acc: 0.9080 [06/27 20:21:04] Vis4D INFO: Epoch 2: 6150/75000, ETA: 5:16:33, 3.62it/s, loss: 0.2780, loss_seg: 0.2780, _pixel_acc: 0.9110 [06/27 20:21:12] Vis4D INFO: Epoch 2: 6200/75000, ETA: 5:15:15, 3.64it/s, loss: 0.2978, loss_seg: 0.2978, _pixel_acc: 0.9055 [06/27 20:21:20] Vis4D INFO: Epoch 2: 6250/75000, ETA: 5:13:55, 3.65it/s, loss: 0.2669, loss_seg: 0.2669, _pixel_acc: 0.9136 [06/27 20:21:29] Vis4D INFO: Epoch 2: 6300/75000, ETA: 5:12:44, 3.66it/s, loss: 0.2293, loss_seg: 0.2293, _pixel_acc: 0.9271 [06/27 20:21:36] Vis4D INFO: Epoch 2: 6350/75000, ETA: 5:11:23, 3.67it/s, loss: 0.2613, loss_seg: 0.2613, _pixel_acc: 0.9126 [06/27 20:21:44] Vis4D INFO: Epoch 2: 6400/75000, ETA: 5:10:06, 3.69it/s, loss: 0.2458, loss_seg: 0.2458, _pixel_acc: 0.9208 [06/27 20:21:54] Vis4D INFO: Epoch 2: 6450/75000, ETA: 5:09:16, 3.69it/s, loss: 0.2471, loss_seg: 0.2471, _pixel_acc: 0.9215 [06/27 20:22:01] Vis4D INFO: Epoch 2: 6500/75000, ETA: 5:08:00, 3.71it/s, loss: 0.2522, loss_seg: 0.2522, _pixel_acc: 0.9194 [06/27 20:22:09] Vis4D INFO: Epoch 2: 6550/75000, ETA: 5:06:41, 3.72it/s, loss: 0.2493, loss_seg: 0.2493, _pixel_acc: 0.9195 [06/27 20:22:17] Vis4D INFO: Epoch 2: 6600/75000, ETA: 5:05:31, 3.73it/s, loss: 0.2754, loss_seg: 0.2754, _pixel_acc: 0.9097 [06/27 20:22:24] Vis4D INFO: Epoch 2: 6650/75000, ETA: 5:04:20, 3.74it/s, loss: 0.2790, loss_seg: 0.2790, _pixel_acc: 0.9117 [06/27 20:22:32] Vis4D INFO: Epoch 2: 6700/75000, ETA: 5:03:07, 3.76it/s, loss: 0.2657, loss_seg: 0.2657, _pixel_acc: 0.9138 [06/27 20:22:39] Vis4D INFO: Epoch 2: 6750/75000, ETA: 5:01:51, 3.77it/s, loss: 0.2242, loss_seg: 0.2242, _pixel_acc: 0.9272 [06/27 20:22:47] Vis4D INFO: Epoch 2: 6800/75000, ETA: 5:00:43, 3.78it/s, loss: 0.2280, loss_seg: 0.2280, _pixel_acc: 0.9241 [06/27 20:22:54] Vis4D INFO: Epoch 2: 6850/75000, ETA: 4:59:32, 3.79it/s, loss: 0.2268, loss_seg: 0.2268, _pixel_acc: 0.9248 [06/27 20:23:02] Vis4D INFO: Epoch 2: 6900/75000, ETA: 4:58:23, 3.80it/s, loss: 0.2539, loss_seg: 0.2539, _pixel_acc: 0.9169 [06/27 20:23:09] Vis4D INFO: Epoch 2: 6950/75000, ETA: 4:57:12, 3.82it/s, loss: 0.2618, loss_seg: 0.2618, _pixel_acc: 0.9155 [06/27 20:23:17] Vis4D INFO: Epoch 2: 7000/75000, ETA: 4:56:05, 3.83it/s, loss: 0.2359, loss_seg: 0.2359, _pixel_acc: 0.9243 [06/27 20:23:24] Vis4D INFO: Epoch 2: 7050/75000, ETA: 4:54:57, 3.84it/s, loss: 0.2263, loss_seg: 0.2263, _pixel_acc: 0.9257 [06/27 20:23:32] Vis4D INFO: Epoch 2: 7100/75000, ETA: 4:53:58, 3.85it/s, loss: 0.2503, loss_seg: 0.2503, _pixel_acc: 0.9201 [06/27 20:23:40] Vis4D INFO: Epoch 2: 7150/75000, ETA: 4:52:56, 3.86it/s, loss: 0.2368, loss_seg: 0.2368, _pixel_acc: 0.9244 [06/27 20:23:48] Vis4D INFO: Epoch 2: 7200/75000, ETA: 4:51:54, 3.87it/s, loss: 0.2565, loss_seg: 0.2565, _pixel_acc: 0.9165 [06/27 20:23:55] Vis4D INFO: Epoch 2: 7250/75000, ETA: 4:50:44, 3.88it/s, loss: 0.2414, loss_seg: 0.2414, _pixel_acc: 0.9218 [06/27 20:24:02] Vis4D INFO: Epoch 2: 7300/75000, ETA: 4:49:40, 3.90it/s, loss: 0.2192, loss_seg: 0.2192, _pixel_acc: 0.9296 [06/27 20:24:09] Vis4D INFO: Epoch 2: 7350/75000, ETA: 4:48:38, 3.91it/s, loss: 0.2521, loss_seg: 0.2521, _pixel_acc: 0.9204 [06/27 20:24:16] Vis4D INFO: Epoch 2: 7400/75000, ETA: 4:47:31, 3.92it/s, loss: 0.2505, loss_seg: 0.2505, _pixel_acc: 0.9192 [06/27 20:24:23] Vis4D INFO: Epoch 2: 7450/75000, ETA: 4:46:23, 3.93it/s, loss: 0.3214, loss_seg: 0.3214, _pixel_acc: 0.8989 [06/27 20:24:31] Vis4D INFO: Epoch 2: 7500/75000, ETA: 4:45:29, 3.94it/s, loss: 0.2404, loss_seg: 0.2404, _pixel_acc: 0.9228 [06/27 20:24:38] Vis4D INFO: Epoch 2: 7550/75000, ETA: 4:44:23, 3.95it/s, loss: 0.2415, loss_seg: 0.2415, _pixel_acc: 0.9215 [06/27 20:24:45] Vis4D INFO: Epoch 2: 7600/75000, ETA: 4:43:22, 3.96it/s, loss: 0.2732, loss_seg: 0.2732, _pixel_acc: 0.9130 [06/27 20:24:52] Vis4D INFO: Epoch 2: 7650/75000, ETA: 4:42:20, 3.98it/s, loss: 0.2475, loss_seg: 0.2475, _pixel_acc: 0.9213 [06/27 20:24:59] Vis4D INFO: Epoch 2: 7700/75000, ETA: 4:41:21, 3.99it/s, loss: 0.2612, loss_seg: 0.2612, _pixel_acc: 0.9157 [06/27 20:25:07] Vis4D INFO: Epoch 2: 7750/75000, ETA: 4:40:23, 4.00it/s, loss: 0.2492, loss_seg: 0.2492, _pixel_acc: 0.9214 [06/27 20:25:14] Vis4D INFO: Epoch 2: 7800/75000, ETA: 4:39:27, 4.01it/s, loss: 0.2388, loss_seg: 0.2388, _pixel_acc: 0.9217 [06/27 20:25:21] Vis4D INFO: Epoch 2: 7850/75000, ETA: 4:38:27, 4.02it/s, loss: 0.2338, loss_seg: 0.2338, _pixel_acc: 0.9237 [06/27 20:25:29] Vis4D INFO: Epoch 2: 7900/75000, ETA: 4:37:35, 4.03it/s, loss: 0.2220, loss_seg: 0.2220, _pixel_acc: 0.9274 [06/27 20:25:36] Vis4D INFO: Epoch 2: 7950/75000, ETA: 4:36:37, 4.04it/s, loss: 0.2138, loss_seg: 0.2138, _pixel_acc: 0.9301 [06/27 20:25:43] Vis4D INFO: Epoch 2: 8000/75000, ETA: 4:35:40, 4.05it/s, loss: 0.2310, loss_seg: 0.2310, _pixel_acc: 0.9252 [06/27 20:25:50] Vis4D INFO: Epoch 2: 8050/75000, ETA: 4:34:45, 4.06it/s, loss: 0.2178, loss_seg: 0.2178, _pixel_acc: 0.9306 [06/27 20:25:57] Vis4D INFO: Epoch 2: 8100/75000, ETA: 4:33:46, 4.07it/s, loss: 0.2106, loss_seg: 0.2106, _pixel_acc: 0.9309 [06/27 20:26:04] Vis4D INFO: Epoch 2: 8150/75000, ETA: 4:32:51, 4.08it/s, loss: 0.2494, loss_seg: 0.2494, _pixel_acc: 0.9198 [06/27 20:26:11] Vis4D INFO: Epoch 2: 8200/75000, ETA: 4:31:56, 4.09it/s, loss: 0.2237, loss_seg: 0.2237, _pixel_acc: 0.9248 [06/27 20:26:18] Vis4D INFO: Epoch 2: 8250/75000, ETA: 4:31:06, 4.10it/s, loss: 0.2319, loss_seg: 0.2319, _pixel_acc: 0.9257 [06/27 20:26:25] Vis4D INFO: Epoch 2: 8300/75000, ETA: 4:30:12, 4.11it/s, loss: 0.2549, loss_seg: 0.2549, _pixel_acc: 0.9183 [06/27 20:26:32] Vis4D INFO: Epoch 2: 8350/75000, ETA: 4:29:17, 4.12it/s, loss: 0.2424, loss_seg: 0.2424, _pixel_acc: 0.9229 [06/27 20:26:39] Vis4D INFO: Epoch 2: 8400/75000, ETA: 4:28:21, 4.14it/s, loss: 0.2839, loss_seg: 0.2839, _pixel_acc: 0.9086 [06/27 20:26:46] Vis4D INFO: Epoch 2: 8450/75000, ETA: 4:27:29, 4.15it/s, loss: 0.2547, loss_seg: 0.2547, _pixel_acc: 0.9164 [06/27 20:26:53] Vis4D INFO: Epoch 2: 8500/75000, ETA: 4:26:37, 4.16it/s, loss: 0.2273, loss_seg: 0.2273, _pixel_acc: 0.9265 [06/27 20:27:00] Vis4D INFO: Epoch 2: 8550/75000, ETA: 4:25:46, 4.17it/s, loss: 0.2098, loss_seg: 0.2098, _pixel_acc: 0.9315 [06/27 20:27:07] Vis4D INFO: Epoch 2: 8600/75000, ETA: 4:24:55, 4.18it/s, loss: 0.2578, loss_seg: 0.2578, _pixel_acc: 0.9184 [06/27 20:27:14] Vis4D INFO: Epoch 2: 8650/75000, ETA: 4:24:05, 4.19it/s, loss: 0.2589, loss_seg: 0.2589, _pixel_acc: 0.9155 [06/27 20:27:21] Vis4D INFO: Epoch 2: 8700/75000, ETA: 4:23:15, 4.20it/s, loss: 0.2422, loss_seg: 0.2422, _pixel_acc: 0.9227 [06/27 20:27:27] Vis4D INFO: Epoch 2: 8750/75000, ETA: 4:22:22, 4.21it/s, loss: 0.2998, loss_seg: 0.2998, _pixel_acc: 0.9076 [06/27 20:27:34] Vis4D INFO: Epoch 2: 8800/75000, ETA: 4:21:34, 4.22it/s, loss: 0.2891, loss_seg: 0.2891, _pixel_acc: 0.9090 [06/27 20:27:41] Vis4D INFO: Epoch 2: 8850/75000, ETA: 4:20:48, 4.23it/s, loss: 0.2480, loss_seg: 0.2480, _pixel_acc: 0.9189 [06/27 20:27:49] Vis4D INFO: Epoch 2: 8900/75000, ETA: 4:20:05, 4.24it/s, loss: 0.2393, loss_seg: 0.2393, _pixel_acc: 0.9222 [06/27 20:27:56] Vis4D INFO: Epoch 2: 8950/75000, ETA: 4:19:18, 4.25it/s, loss: 0.2758, loss_seg: 0.2758, _pixel_acc: 0.9106 [06/27 20:28:03] Vis4D INFO: Epoch 2: 9000/75000, ETA: 4:18:32, 4.25it/s, loss: 0.2898, loss_seg: 0.2898, _pixel_acc: 0.9066 [06/27 20:28:10] Vis4D INFO: Epoch 2: 9050/75000, ETA: 4:17:46, 4.26it/s, loss: 0.2507, loss_seg: 0.2507, _pixel_acc: 0.9199 [06/27 20:28:18] Vis4D INFO: Epoch 2: 9100/75000, ETA: 4:17:03, 4.27it/s, loss: 0.2782, loss_seg: 0.2782, _pixel_acc: 0.9123 [06/27 20:28:25] Vis4D INFO: Epoch 2: 9150/75000, ETA: 4:16:18, 4.28it/s, loss: 0.2765, loss_seg: 0.2765, _pixel_acc: 0.9108 [06/27 20:28:32] Vis4D INFO: Epoch 2: 9200/75000, ETA: 4:15:35, 4.29it/s, loss: 0.2518, loss_seg: 0.2518, _pixel_acc: 0.9180 [06/27 20:28:38] Vis4D INFO: Epoch 2: 9250/75000, ETA: 4:14:46, 4.30it/s, loss: 0.2261, loss_seg: 0.2261, _pixel_acc: 0.9262 [06/27 20:28:45] Vis4D INFO: Epoch 2: 9300/75000, ETA: 4:14:00, 4.31it/s, loss: 0.2379, loss_seg: 0.2379, _pixel_acc: 0.9241 [06/27 20:28:52] Vis4D INFO: Epoch 2: 9350/75000, ETA: 4:13:16, 4.32it/s, loss: 0.2297, loss_seg: 0.2297, _pixel_acc: 0.9262 [06/27 20:28:59] Vis4D INFO: Epoch 2: 9400/75000, ETA: 4:12:30, 4.33it/s, loss: 0.2690, loss_seg: 0.2690, _pixel_acc: 0.9132 [06/27 20:29:06] Vis4D INFO: Epoch 2: 9450/75000, ETA: 4:11:46, 4.34it/s, loss: 0.2579, loss_seg: 0.2579, _pixel_acc: 0.9152 [06/27 20:29:12] Vis4D INFO: Epoch 2: 9500/75000, ETA: 4:11:02, 4.35it/s, loss: 0.2805, loss_seg: 0.2805, _pixel_acc: 0.9083 [06/27 20:29:20] Vis4D INFO: Epoch 2: 9550/75000, ETA: 4:10:21, 4.36it/s, loss: 0.2366, loss_seg: 0.2366, _pixel_acc: 0.9242 [06/27 20:29:27] Vis4D INFO: Epoch 2: 9600/75000, ETA: 4:09:39, 4.37it/s, loss: 0.2520, loss_seg: 0.2520, _pixel_acc: 0.9194 [06/27 20:29:33] Vis4D INFO: Epoch 2: 9650/75000, ETA: 4:08:54, 4.38it/s, loss: 0.2385, loss_seg: 0.2385, _pixel_acc: 0.9218 [06/27 20:29:40] Vis4D INFO: Epoch 2: 9700/75000, ETA: 4:08:14, 4.38it/s, loss: 0.2478, loss_seg: 0.2478, _pixel_acc: 0.9207 [06/27 20:29:47] Vis4D INFO: Epoch 2: 9750/75000, ETA: 4:07:33, 4.39it/s, loss: 0.2285, loss_seg: 0.2285, _pixel_acc: 0.9256 [06/27 20:29:54] Vis4D INFO: Epoch 2: 9800/75000, ETA: 4:06:49, 4.40it/s, loss: 0.2561, loss_seg: 0.2561, _pixel_acc: 0.9183 [06/27 20:30:01] Vis4D INFO: Epoch 2: 9850/75000, ETA: 4:06:10, 4.41it/s, loss: 0.2310, loss_seg: 0.2310, _pixel_acc: 0.9243 [06/27 20:30:08] Vis4D INFO: Epoch 2: 9900/75000, ETA: 4:05:30, 4.42it/s, loss: 0.2336, loss_seg: 0.2336, _pixel_acc: 0.9221 [06/27 20:30:15] Vis4D INFO: Epoch 2: 9950/75000, ETA: 4:04:50, 4.43it/s, loss: 0.2634, loss_seg: 0.2634, _pixel_acc: 0.9148 [06/27 20:30:22] Vis4D INFO: Epoch 2: 10000/75000, ETA: 4:04:11, 4.44it/s, loss: 0.2584, loss_seg: 0.2584, _pixel_acc: 0.9148 [06/27 20:30:28] Vis4D INFO: Epoch 2: 10050/75000, ETA: 4:03:29, 4.45it/s, loss: 0.2764, loss_seg: 0.2764, _pixel_acc: 0.9105 [06/27 20:30:35] Vis4D INFO: Epoch 2: 10100/75000, ETA: 4:02:48, 4.45it/s, loss: 0.2794, loss_seg: 0.2794, _pixel_acc: 0.9096 [06/27 20:30:41] Vis4D INFO: Epoch 2: 10150/75000, ETA: 4:02:05, 4.46it/s, loss: 0.3083, loss_seg: 0.3083, _pixel_acc: 0.9016 [06/27 20:30:48] Vis4D INFO: Epoch 2: 10200/75000, ETA: 4:01:26, 4.47it/s, loss: 0.2855, loss_seg: 0.2855, _pixel_acc: 0.9088 [06/27 20:30:55] Vis4D INFO: Epoch 2: 10250/75000, ETA: 4:00:49, 4.48it/s, loss: 0.2536, loss_seg: 0.2536, _pixel_acc: 0.9177 [06/27 20:31:01] Vis4D INFO: Epoch 2: 10300/75000, ETA: 4:00:06, 4.49it/s, loss: 0.2411, loss_seg: 0.2411, _pixel_acc: 0.9228 [06/27 20:31:08] Vis4D INFO: Epoch 2: 10350/75000, ETA: 3:59:27, 4.50it/s, loss: 0.2619, loss_seg: 0.2619, _pixel_acc: 0.9159 [06/27 20:31:15] Vis4D INFO: Epoch 2: 10400/75000, ETA: 3:58:48, 4.51it/s, loss: 0.2657, loss_seg: 0.2657, _pixel_acc: 0.9158 [06/27 20:31:21] Vis4D INFO: Epoch 2: 10450/75000, ETA: 3:58:06, 4.52it/s, loss: 0.2312, loss_seg: 0.2312, _pixel_acc: 0.9251 [06/27 20:31:27] Vis4D INFO: Epoch 2: 10500/75000, ETA: 3:57:28, 4.53it/s, loss: 0.2502, loss_seg: 0.2502, _pixel_acc: 0.9167 [06/27 20:31:34] Vis4D INFO: Epoch 2: 10550/75000, ETA: 3:56:50, 4.54it/s, loss: 0.2545, loss_seg: 0.2545, _pixel_acc: 0.9185 [06/27 20:31:40] Vis4D INFO: Epoch 2: 10600/75000, ETA: 3:56:11, 4.54it/s, loss: 0.2399, loss_seg: 0.2399, _pixel_acc: 0.9221 [06/27 20:31:47] Vis4D INFO: Epoch 2: 10650/75000, ETA: 3:55:33, 4.55it/s, loss: 0.2284, loss_seg: 0.2284, _pixel_acc: 0.9250 [06/27 20:31:53] Vis4D INFO: Epoch 2: 10700/75000, ETA: 3:54:53, 4.56it/s, loss: 0.2555, loss_seg: 0.2555, _pixel_acc: 0.9179 [06/27 20:31:59] Vis4D INFO: Epoch 2: 10750/75000, ETA: 3:54:13, 4.57it/s, loss: 0.2723, loss_seg: 0.2723, _pixel_acc: 0.9097 [06/27 20:32:06] Vis4D INFO: Epoch 2: 10800/75000, ETA: 3:53:37, 4.58it/s, loss: 0.2574, loss_seg: 0.2574, _pixel_acc: 0.9147 [06/27 20:32:12] Vis4D INFO: Epoch 2: 10850/75000, ETA: 3:52:59, 4.59it/s, loss: 0.2541, loss_seg: 0.2541, _pixel_acc: 0.9172 [06/27 20:32:18] Vis4D INFO: Epoch 2: 10900/75000, ETA: 3:52:20, 4.60it/s, loss: 0.2496, loss_seg: 0.2496, _pixel_acc: 0.9177 [06/27 20:32:25] Vis4D INFO: Epoch 2: 10950/75000, ETA: 3:51:44, 4.61it/s, loss: 0.2159, loss_seg: 0.2159, _pixel_acc: 0.9297 [06/27 20:32:31] Vis4D INFO: Epoch 2: 11000/75000, ETA: 3:51:08, 4.61it/s, loss: 0.2337, loss_seg: 0.2337, _pixel_acc: 0.9226 [06/27 20:32:38] Vis4D INFO: Epoch 2: 11050/75000, ETA: 3:50:35, 4.62it/s, loss: 0.2410, loss_seg: 0.2410, _pixel_acc: 0.9206 [06/27 20:32:44] Vis4D INFO: Epoch 2: 11100/75000, ETA: 3:49:57, 4.63it/s, loss: 0.2703, loss_seg: 0.2703, _pixel_acc: 0.9129 [06/27 20:32:51] Vis4D INFO: Epoch 2: 11150/75000, ETA: 3:49:19, 4.64it/s, loss: 0.2370, loss_seg: 0.2370, _pixel_acc: 0.9231 [06/27 20:32:57] Vis4D INFO: Epoch 2: 11200/75000, ETA: 3:48:43, 4.65it/s, loss: 0.2293, loss_seg: 0.2293, _pixel_acc: 0.9246 [06/27 20:33:03] Vis4D INFO: Epoch 2: 11250/75000, ETA: 3:48:08, 4.66it/s, loss: 0.2851, loss_seg: 0.2851, _pixel_acc: 0.9087 [06/27 20:33:10] Vis4D INFO: Epoch 2: 11300/75000, ETA: 3:47:32, 4.67it/s, loss: 0.2471, loss_seg: 0.2471, _pixel_acc: 0.9206 [06/27 20:33:16] Vis4D INFO: Epoch 2: 11350/75000, ETA: 3:46:57, 4.67it/s, loss: 0.3112, loss_seg: 0.3112, _pixel_acc: 0.9029 [06/27 20:33:23] Vis4D INFO: Epoch 2: 11400/75000, ETA: 3:46:23, 4.68it/s, loss: 0.3180, loss_seg: 0.3180, _pixel_acc: 0.9025 [06/27 20:33:29] Vis4D INFO: Epoch 2: 11450/75000, ETA: 3:45:49, 4.69it/s, loss: 0.2792, loss_seg: 0.2792, _pixel_acc: 0.9098 [06/27 20:33:35] Vis4D INFO: Epoch 2: 11500/75000, ETA: 3:45:15, 4.70it/s, loss: 0.2510, loss_seg: 0.2510, _pixel_acc: 0.9184 [06/27 20:33:42] Vis4D INFO: Epoch 2: 11550/75000, ETA: 3:44:40, 4.71it/s, loss: 0.2441, loss_seg: 0.2441, _pixel_acc: 0.9209 [06/27 20:33:48] Vis4D INFO: Epoch 2: 11600/75000, ETA: 3:44:05, 4.72it/s, loss: 0.2350, loss_seg: 0.2350, _pixel_acc: 0.9238 [06/27 20:33:55] Vis4D INFO: Epoch 2: 11650/75000, ETA: 3:43:35, 4.72it/s, loss: 0.2700, loss_seg: 0.2700, _pixel_acc: 0.9146 [06/27 20:34:01] Vis4D INFO: Epoch 2: 11700/75000, ETA: 3:43:03, 4.73it/s, loss: 0.2654, loss_seg: 0.2654, _pixel_acc: 0.9141 [06/27 20:34:08] Vis4D INFO: Epoch 2: 11750/75000, ETA: 3:42:29, 4.74it/s, loss: 0.2368, loss_seg: 0.2368, _pixel_acc: 0.9237 [06/27 20:34:14] Vis4D INFO: Epoch 2: 11800/75000, ETA: 3:41:57, 4.75it/s, loss: 0.2512, loss_seg: 0.2512, _pixel_acc: 0.9183 [06/27 20:34:21] Vis4D INFO: Epoch 2: 11850/75000, ETA: 3:41:25, 4.75it/s, loss: 0.2368, loss_seg: 0.2368, _pixel_acc: 0.9234 [06/27 20:34:27] Vis4D INFO: Epoch 2: 11900/75000, ETA: 3:40:51, 4.76it/s, loss: 0.2419, loss_seg: 0.2419, _pixel_acc: 0.9208 [06/27 20:34:33] Vis4D INFO: Epoch 2: 11950/75000, ETA: 3:40:19, 4.77it/s, loss: 0.2459, loss_seg: 0.2459, _pixel_acc: 0.9198 [06/27 20:34:40] Vis4D INFO: Epoch 2: 12000/75000, ETA: 3:39:50, 4.78it/s, loss: 0.2818, loss_seg: 0.2818, _pixel_acc: 0.9083 [06/27 20:34:47] Vis4D INFO: Epoch 2: 12050/75000, ETA: 3:39:19, 4.78it/s, loss: 0.2769, loss_seg: 0.2769, _pixel_acc: 0.9111 [06/27 20:34:53] Vis4D INFO: Epoch 2: 12100/75000, ETA: 3:38:46, 4.79it/s, loss: 0.2447, loss_seg: 0.2447, _pixel_acc: 0.9202 [06/27 20:34:59] Vis4D INFO: Epoch 2: 12150/75000, ETA: 3:38:15, 4.80it/s, loss: 0.2615, loss_seg: 0.2615, _pixel_acc: 0.9169 [06/27 20:35:06] Vis4D INFO: Epoch 2: 12200/75000, ETA: 3:37:47, 4.81it/s, loss: 0.2439, loss_seg: 0.2439, _pixel_acc: 0.9200 [06/27 20:35:13] Vis4D INFO: Epoch 2: 12250/75000, ETA: 3:37:17, 4.81it/s, loss: 0.2575, loss_seg: 0.2575, _pixel_acc: 0.9172 [06/27 20:35:19] Vis4D INFO: Epoch 2: 12300/75000, ETA: 3:36:45, 4.82it/s, loss: 0.2799, loss_seg: 0.2799, _pixel_acc: 0.9096 [06/27 20:35:26] Vis4D INFO: Epoch 2: 12350/75000, ETA: 3:36:16, 4.83it/s, loss: 0.2289, loss_seg: 0.2289, _pixel_acc: 0.9254 [06/27 20:35:32] Vis4D INFO: Epoch 2: 12400/75000, ETA: 3:35:46, 4.84it/s, loss: 0.3354, loss_seg: 0.3354, _pixel_acc: 0.8909 [06/27 20:35:39] Vis4D INFO: Epoch 2: 12450/75000, ETA: 3:35:16, 4.84it/s, loss: 0.3473, loss_seg: 0.3473, _pixel_acc: 0.8883 [06/27 20:35:45] Vis4D INFO: Epoch 2: 12500/75000, ETA: 3:34:46, 4.85it/s, loss: 0.2768, loss_seg: 0.2768, _pixel_acc: 0.9117 [06/27 20:35:51] Vis4D INFO: Epoch 2: 12550/75000, ETA: 3:34:16, 4.86it/s, loss: 0.2731, loss_seg: 0.2731, _pixel_acc: 0.9105 [06/27 20:35:58] Vis4D INFO: Epoch 2: 12600/75000, ETA: 3:33:47, 4.86it/s, loss: 0.2874, loss_seg: 0.2874, _pixel_acc: 0.9103 [06/27 20:36:05] Vis4D INFO: Epoch 2: 12650/75000, ETA: 3:33:18, 4.87it/s, loss: 0.3444, loss_seg: 0.3444, _pixel_acc: 0.8915 [06/27 20:36:11] Vis4D INFO: Epoch 2: 12700/75000, ETA: 3:32:51, 4.88it/s, loss: 0.3071, loss_seg: 0.3071, _pixel_acc: 0.9003 [06/27 20:36:18] Vis4D INFO: Epoch 2: 12750/75000, ETA: 3:32:22, 4.89it/s, loss: 0.2270, loss_seg: 0.2270, _pixel_acc: 0.9265 [06/27 20:36:24] Vis4D INFO: Epoch 2: 12800/75000, ETA: 3:31:53, 4.89it/s, loss: 0.2381, loss_seg: 0.2381, _pixel_acc: 0.9246 [06/27 20:36:31] Vis4D INFO: Epoch 2: 12850/75000, ETA: 3:31:25, 4.90it/s, loss: 0.2744, loss_seg: 0.2744, _pixel_acc: 0.9141 [06/27 20:36:37] Vis4D INFO: Epoch 2: 12900/75000, ETA: 3:30:57, 4.91it/s, loss: 0.2836, loss_seg: 0.2836, _pixel_acc: 0.9083 [06/27 20:36:43] Vis4D INFO: Epoch 2: 12950/75000, ETA: 3:30:27, 4.91it/s, loss: 0.2379, loss_seg: 0.2379, _pixel_acc: 0.9216 [06/27 20:36:50] Vis4D INFO: Epoch 2: 13000/75000, ETA: 3:30:01, 4.92it/s, loss: 0.2463, loss_seg: 0.2463, _pixel_acc: 0.9219 [06/27 20:36:56] Vis4D INFO: Epoch 2: 13050/75000, ETA: 3:29:31, 4.93it/s, loss: 0.2438, loss_seg: 0.2438, _pixel_acc: 0.9212 [06/27 20:37:02] Vis4D INFO: Epoch 2: 13100/75000, ETA: 3:29:01, 4.94it/s, loss: 0.2566, loss_seg: 0.2566, _pixel_acc: 0.9171 [06/27 20:37:08] Vis4D INFO: Epoch 2: 13150/75000, ETA: 3:28:32, 4.94it/s, loss: 0.2471, loss_seg: 0.2471, _pixel_acc: 0.9209 [06/27 20:37:15] Vis4D INFO: Epoch 2: 13200/75000, ETA: 3:28:06, 4.95it/s, loss: 0.2398, loss_seg: 0.2398, _pixel_acc: 0.9221 [06/27 20:37:21] Vis4D INFO: Epoch 2: 13250/75000, ETA: 3:27:38, 4.96it/s, loss: 0.2534, loss_seg: 0.2534, _pixel_acc: 0.9238 [06/27 20:37:28] Vis4D INFO: Epoch 2: 13300/75000, ETA: 3:27:11, 4.96it/s, loss: 0.2609, loss_seg: 0.2609, _pixel_acc: 0.9181 [06/27 20:37:34] Vis4D INFO: Epoch 2: 13350/75000, ETA: 3:26:44, 4.97it/s, loss: 0.2640, loss_seg: 0.2640, _pixel_acc: 0.9159 [06/27 20:37:40] Vis4D INFO: Epoch 2: 13400/75000, ETA: 3:26:17, 4.98it/s, loss: 0.2377, loss_seg: 0.2377, _pixel_acc: 0.9223 [06/27 20:37:46] Vis4D INFO: Epoch 2: 13450/75000, ETA: 3:25:49, 4.98it/s, loss: 0.3044, loss_seg: 0.3044, _pixel_acc: 0.9043 [06/27 20:37:53] Vis4D INFO: Epoch 2: 13500/75000, ETA: 3:25:21, 4.99it/s, loss: 0.2615, loss_seg: 0.2615, _pixel_acc: 0.9151 [06/27 20:37:59] Vis4D INFO: Epoch 2: 13550/75000, ETA: 3:24:55, 5.00it/s, loss: 0.2330, loss_seg: 0.2330, _pixel_acc: 0.9239 [06/27 20:38:05] Vis4D INFO: Epoch 2: 13600/75000, ETA: 3:24:28, 5.00it/s, loss: 0.2452, loss_seg: 0.2452, _pixel_acc: 0.9204 [06/27 20:38:11] Vis4D INFO: Epoch 2: 13650/75000, ETA: 3:24:01, 5.01it/s, loss: 0.2566, loss_seg: 0.2566, _pixel_acc: 0.9151 [06/27 20:38:17] Vis4D INFO: Epoch 2: 13700/75000, ETA: 3:23:33, 5.02it/s, loss: 0.2769, loss_seg: 0.2769, _pixel_acc: 0.9102 [06/27 20:38:24] Vis4D INFO: Epoch 2: 13750/75000, ETA: 3:23:08, 5.03it/s, loss: 0.2469, loss_seg: 0.2469, _pixel_acc: 0.9202 [06/27 20:38:30] Vis4D INFO: Epoch 2: 13800/75000, ETA: 3:22:41, 5.03it/s, loss: 0.2567, loss_seg: 0.2567, _pixel_acc: 0.9165 [06/27 20:38:36] Vis4D INFO: Epoch 2: 13850/75000, ETA: 3:22:14, 5.04it/s, loss: 0.2279, loss_seg: 0.2279, _pixel_acc: 0.9264 [06/27 20:38:42] Vis4D INFO: Epoch 2: 13900/75000, ETA: 3:21:46, 5.05it/s, loss: 0.2936, loss_seg: 0.2936, _pixel_acc: 0.9097 [06/27 20:38:48] Vis4D INFO: Epoch 2: 13950/75000, ETA: 3:21:19, 5.05it/s, loss: 0.2486, loss_seg: 0.2486, _pixel_acc: 0.9177 [06/27 20:38:54] Vis4D INFO: Epoch 2: 14000/75000, ETA: 3:20:53, 5.06it/s, loss: 0.2453, loss_seg: 0.2453, _pixel_acc: 0.9193 [06/27 20:39:01] Vis4D INFO: Epoch 2: 14050/75000, ETA: 3:20:29, 5.07it/s, loss: 0.2509, loss_seg: 0.2509, _pixel_acc: 0.9172 [06/27 20:39:07] Vis4D INFO: Epoch 2: 14100/75000, ETA: 3:20:04, 5.07it/s, loss: 0.2438, loss_seg: 0.2438, _pixel_acc: 0.9216 [06/27 20:39:13] Vis4D INFO: Epoch 2: 14150/75000, ETA: 3:19:37, 5.08it/s, loss: 0.2636, loss_seg: 0.2636, _pixel_acc: 0.9140 [06/27 20:39:19] Vis4D INFO: Epoch 2: 14200/75000, ETA: 3:19:11, 5.09it/s, loss: 0.2151, loss_seg: 0.2151, _pixel_acc: 0.9303 [06/27 20:39:25] Vis4D INFO: Epoch 2: 14250/75000, ETA: 3:18:45, 5.09it/s, loss: 0.2961, loss_seg: 0.2961, _pixel_acc: 0.9069 [06/27 20:39:31] Vis4D INFO: Epoch 2: 14300/75000, ETA: 3:18:18, 5.10it/s, loss: 0.2186, loss_seg: 0.2186, _pixel_acc: 0.9275 [06/27 20:39:37] Vis4D INFO: Epoch 2: 14350/75000, ETA: 3:17:55, 5.11it/s, loss: 0.2689, loss_seg: 0.2689, _pixel_acc: 0.9123 [06/27 20:39:44] Vis4D INFO: Epoch 2: 14400/75000, ETA: 3:17:32, 5.11it/s, loss: 0.2515, loss_seg: 0.2515, _pixel_acc: 0.9184 [06/27 20:39:50] Vis4D INFO: Epoch 2: 14450/75000, ETA: 3:17:07, 5.12it/s, loss: 0.2586, loss_seg: 0.2586, _pixel_acc: 0.9160 [06/27 20:39:57] Vis4D INFO: Epoch 2: 14500/75000, ETA: 3:16:44, 5.13it/s, loss: 0.2436, loss_seg: 0.2436, _pixel_acc: 0.9210 [06/27 20:40:03] Vis4D INFO: Epoch 2: 14550/75000, ETA: 3:16:19, 5.13it/s, loss: 0.2265, loss_seg: 0.2265, _pixel_acc: 0.9262 [06/27 20:40:09] Vis4D INFO: Epoch 2: 14600/75000, ETA: 3:15:54, 5.14it/s, loss: 0.2391, loss_seg: 0.2391, _pixel_acc: 0.9229 [06/27 20:40:15] Vis4D INFO: Epoch 2: 14650/75000, ETA: 3:15:29, 5.15it/s, loss: 0.2375, loss_seg: 0.2375, _pixel_acc: 0.9226 [06/27 20:40:21] Vis4D INFO: Epoch 2: 14700/75000, ETA: 3:15:04, 5.15it/s, loss: 0.2102, loss_seg: 0.2102, _pixel_acc: 0.9318 [06/27 20:40:27] Vis4D INFO: Epoch 2: 14750/75000, ETA: 3:14:40, 5.16it/s, loss: 0.2388, loss_seg: 0.2388, _pixel_acc: 0.9218 [06/27 20:40:34] Vis4D INFO: Epoch 2: 14800/75000, ETA: 3:14:17, 5.16it/s, loss: 0.2415, loss_seg: 0.2415, _pixel_acc: 0.9233 [06/27 20:40:40] Vis4D INFO: Epoch 2: 14850/75000, ETA: 3:13:53, 5.17it/s, loss: 0.2445, loss_seg: 0.2445, _pixel_acc: 0.9191 [06/27 20:40:46] Vis4D INFO: Epoch 2: 14900/75000, ETA: 3:13:28, 5.18it/s, loss: 0.2569, loss_seg: 0.2569, _pixel_acc: 0.9176 [06/27 20:40:52] Vis4D INFO: Epoch 2: 14950/75000, ETA: 3:13:06, 5.18it/s, loss: 0.2236, loss_seg: 0.2236, _pixel_acc: 0.9272 [06/27 20:40:59] Vis4D INFO: Epoch 2: 15000/75000, ETA: 3:12:42, 5.19it/s, loss: 0.2276, loss_seg: 0.2276, _pixel_acc: 0.9246 [06/27 20:41:05] Vis4D INFO: Testing: 50/12500, ETA: 0:25:56, 8.00it/s [06/27 20:41:11] Vis4D INFO: Testing: 100/12500, ETA: 0:25:58, 7.95it/s [06/27 20:41:17] Vis4D INFO: Testing: 150/12500, ETA: 0:25:46, 7.98it/s [06/27 20:41:23] Vis4D INFO: Testing: 200/12500, ETA: 0:25:27, 8.05it/s [06/27 20:41:30] Vis4D INFO: Testing: 250/12500, ETA: 0:25:30, 8.00it/s [06/27 20:41:36] Vis4D INFO: Testing: 300/12500, ETA: 0:25:18, 8.03it/s [06/27 20:41:42] Vis4D INFO: Testing: 350/12500, ETA: 0:25:14, 8.02it/s [06/27 20:41:49] Vis4D INFO: Testing: 400/12500, ETA: 0:25:12, 8.00it/s [06/27 20:41:55] Vis4D INFO: Testing: 450/12500, ETA: 0:25:06, 8.00it/s [06/27 20:42:01] Vis4D INFO: Testing: 500/12500, ETA: 0:24:56, 8.02it/s [06/27 20:42:07] Vis4D INFO: Testing: 550/12500, ETA: 0:24:52, 8.01it/s [06/27 20:42:13] Vis4D INFO: Testing: 600/12500, ETA: 0:24:43, 8.02it/s [06/27 20:42:19] Vis4D INFO: Testing: 650/12500, ETA: 0:24:33, 8.04it/s [06/27 20:42:26] Vis4D INFO: Testing: 700/12500, ETA: 0:24:29, 8.03it/s [06/27 20:42:32] Vis4D INFO: Testing: 750/12500, ETA: 0:24:21, 8.04it/s [06/27 20:42:38] Vis4D INFO: Testing: 800/12500, ETA: 0:24:14, 8.04it/s [06/27 20:42:44] Vis4D INFO: Testing: 850/12500, ETA: 0:24:07, 8.05it/s [06/27 20:42:50] Vis4D INFO: Testing: 900/12500, ETA: 0:23:59, 8.06it/s [06/27 20:42:56] Vis4D INFO: Testing: 950/12500, ETA: 0:23:53, 8.06it/s [06/27 20:43:03] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:47, 8.06it/s [06/27 20:43:09] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:40, 8.06it/s [06/27 20:43:15] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:35, 8.05it/s [06/27 20:43:21] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:26, 8.07it/s [06/27 20:43:27] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:19, 8.07it/s [06/27 20:43:33] Vis4D INFO: Testing: 1250/12500, ETA: 0:23:14, 8.07it/s [06/27 20:43:40] Vis4D INFO: Testing: 1300/12500, ETA: 0:23:07, 8.07it/s [06/27 20:43:46] Vis4D INFO: Testing: 1350/12500, ETA: 0:23:02, 8.06it/s [06/27 20:43:52] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:55, 8.07it/s [06/27 20:43:59] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:53, 8.05it/s [06/27 20:44:05] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:45, 8.05it/s [06/27 20:44:11] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:38, 8.06it/s [06/27 20:44:17] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:32, 8.06it/s [06/27 20:44:23] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:26, 8.06it/s [06/27 20:44:30] Vis4D INFO: Testing: 1700/12500, ETA: 0:22:20, 8.06it/s [06/27 20:44:36] Vis4D INFO: Testing: 1750/12500, ETA: 0:22:13, 8.06it/s [06/27 20:44:42] Vis4D INFO: Testing: 1800/12500, ETA: 0:22:06, 8.07it/s [06/27 20:44:48] Vis4D INFO: Testing: 1850/12500, ETA: 0:22:00, 8.07it/s [06/27 20:44:54] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:54, 8.07it/s [06/27 20:45:00] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:46, 8.07it/s [06/27 20:45:06] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:40, 8.08it/s [06/27 20:45:12] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:33, 8.08it/s [06/27 20:45:19] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:27, 8.08it/s [06/27 20:45:25] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:21, 8.08it/s [06/27 20:45:31] Vis4D INFO: Testing: 2200/12500, ETA: 0:21:14, 8.08it/s [06/27 20:45:37] Vis4D INFO: Testing: 2250/12500, ETA: 0:21:08, 8.08it/s [06/27 20:45:43] Vis4D INFO: Testing: 2300/12500, ETA: 0:21:01, 8.09it/s [06/27 20:45:49] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:55, 8.09it/s [06/27 20:45:55] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:49, 8.08it/s [06/27 20:46:02] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:42, 8.09it/s [06/27 20:46:07] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:35, 8.09it/s [06/27 20:46:14] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:29, 8.10it/s [06/27 20:46:20] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:23, 8.09it/s [06/27 20:46:26] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:16, 8.10it/s [06/27 20:46:32] Vis4D INFO: Testing: 2700/12500, ETA: 0:20:10, 8.10it/s [06/27 20:46:38] Vis4D INFO: Testing: 2750/12500, ETA: 0:20:03, 8.10it/s [06/27 20:46:44] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:57, 8.10it/s [06/27 20:46:51] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:51, 8.10it/s [06/27 20:46:57] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:45, 8.10it/s [06/27 20:47:03] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:38, 8.10it/s [06/27 20:47:09] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:31, 8.11it/s [06/27 20:47:15] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:25, 8.11it/s [06/27 20:47:21] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:20, 8.10it/s [06/27 20:47:27] Vis4D INFO: Testing: 3150/12500, ETA: 0:19:13, 8.11it/s [06/27 20:47:33] Vis4D INFO: Testing: 3200/12500, ETA: 0:19:06, 8.11it/s [06/27 20:47:39] Vis4D INFO: Testing: 3250/12500, ETA: 0:19:00, 8.11it/s [06/27 20:47:45] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:54, 8.11it/s [06/27 20:47:52] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:48, 8.11it/s [06/27 20:47:58] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:43, 8.10it/s [06/27 20:48:04] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:36, 8.11it/s [06/27 20:48:10] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:30, 8.10it/s [06/27 20:48:17] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:24, 8.10it/s [06/27 20:48:23] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:18, 8.10it/s [06/27 20:48:29] Vis4D INFO: Testing: 3650/12500, ETA: 0:18:12, 8.10it/s [06/27 20:48:36] Vis4D INFO: Testing: 3700/12500, ETA: 0:18:06, 8.10it/s [06/27 20:48:42] Vis4D INFO: Testing: 3750/12500, ETA: 0:18:00, 8.10it/s [06/27 20:48:48] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:54, 8.10it/s [06/27 20:48:54] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:48, 8.10it/s [06/27 20:49:00] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:42, 8.10it/s [06/27 20:49:07] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:36, 8.09it/s [06/27 20:49:13] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:30, 8.09it/s [06/27 20:49:19] Vis4D INFO: Testing: 4050/12500, ETA: 0:17:24, 8.09it/s [06/27 20:49:25] Vis4D INFO: Testing: 4100/12500, ETA: 0:17:18, 8.09it/s [06/27 20:49:32] Vis4D INFO: Testing: 4150/12500, ETA: 0:17:12, 8.08it/s [06/27 20:49:38] Vis4D INFO: Testing: 4200/12500, ETA: 0:17:07, 8.08it/s [06/27 20:49:45] Vis4D INFO: Testing: 4250/12500, ETA: 0:17:00, 8.08it/s [06/27 20:49:50] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:54, 8.08it/s [06/27 20:49:57] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:48, 8.08it/s [06/27 20:50:03] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:42, 8.08it/s [06/27 20:50:09] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:36, 8.08it/s [06/27 20:50:16] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:30, 8.08it/s [06/27 20:50:22] Vis4D INFO: Testing: 4550/12500, ETA: 0:16:24, 8.08it/s [06/27 20:50:28] Vis4D INFO: Testing: 4600/12500, ETA: 0:16:18, 8.08it/s [06/27 20:50:34] Vis4D INFO: Testing: 4650/12500, ETA: 0:16:11, 8.08it/s [06/27 20:50:40] Vis4D INFO: Testing: 4700/12500, ETA: 0:16:05, 8.08it/s [06/27 20:50:47] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:59, 8.08it/s [06/27 20:50:53] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:52, 8.08it/s [06/27 20:50:59] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:46, 8.08it/s [06/27 20:51:05] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:40, 8.08it/s [06/27 20:51:11] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:34, 8.08it/s [06/27 20:51:18] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:28, 8.08it/s [06/27 20:51:24] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:22, 8.08it/s [06/27 20:51:30] Vis4D INFO: Testing: 5100/12500, ETA: 0:15:16, 8.08it/s [06/27 20:51:36] Vis4D INFO: Testing: 5150/12500, ETA: 0:15:09, 8.08it/s [06/27 20:51:42] Vis4D INFO: Testing: 5200/12500, ETA: 0:15:03, 8.08it/s [06/27 20:51:48] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:57, 8.08it/s [06/27 20:51:55] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:51, 8.08it/s [06/27 20:52:01] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:45, 8.08it/s [06/27 20:52:07] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:38, 8.08it/s [06/27 20:52:13] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:32, 8.08it/s [06/27 20:52:19] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:26, 8.08it/s [06/27 20:52:25] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:19, 8.08it/s [06/27 20:52:31] Vis4D INFO: Testing: 5600/12500, ETA: 0:14:13, 8.08it/s [06/27 20:52:37] Vis4D INFO: Testing: 5650/12500, ETA: 0:14:07, 8.09it/s [06/27 20:52:43] Vis4D INFO: Testing: 5700/12500, ETA: 0:14:00, 8.09it/s [06/27 20:52:50] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:54, 8.09it/s [06/27 20:52:56] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:48, 8.09it/s [06/27 20:53:02] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:42, 8.09it/s [06/27 20:53:08] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:36, 8.09it/s [06/27 20:53:14] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:29, 8.09it/s [06/27 20:53:21] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:23, 8.09it/s [06/27 20:53:27] Vis4D INFO: Testing: 6050/12500, ETA: 0:13:17, 8.09it/s [06/27 20:53:33] Vis4D INFO: Testing: 6100/12500, ETA: 0:13:11, 8.09it/s [06/27 20:53:39] Vis4D INFO: Testing: 6150/12500, ETA: 0:13:05, 8.09it/s [06/27 20:53:45] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:59, 8.09it/s [06/27 20:53:51] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:52, 8.09it/s [06/27 20:53:57] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:46, 8.09it/s [06/27 20:54:04] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:40, 8.09it/s [06/27 20:54:10] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:34, 8.09it/s [06/27 20:54:16] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:28, 8.09it/s [06/27 20:54:22] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:21, 8.09it/s [06/27 20:54:28] Vis4D INFO: Testing: 6550/12500, ETA: 0:12:15, 8.09it/s [06/27 20:54:35] Vis4D INFO: Testing: 6600/12500, ETA: 0:12:09, 8.08it/s [06/27 20:54:41] Vis4D INFO: Testing: 6650/12500, ETA: 0:12:03, 8.09it/s [06/27 20:54:47] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:57, 8.09it/s [06/27 20:54:53] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:51, 8.09it/s [06/27 20:55:00] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:44, 8.09it/s [06/27 20:55:06] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:38, 8.09it/s [06/27 20:55:12] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:32, 8.09it/s [06/27 20:55:18] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:26, 8.09it/s [06/27 20:55:24] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:20, 8.08it/s [06/27 20:55:31] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:14, 8.08it/s [06/27 20:55:37] Vis4D INFO: Testing: 7100/12500, ETA: 0:11:08, 8.08it/s [06/27 20:55:43] Vis4D INFO: Testing: 7150/12500, ETA: 0:11:01, 8.08it/s [06/27 20:55:49] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:55, 8.08it/s [06/27 20:55:56] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:49, 8.08it/s [06/27 20:56:02] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:43, 8.08it/s [06/27 20:56:08] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:37, 8.08it/s [06/27 20:56:14] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:31, 8.08it/s [06/27 20:56:21] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:25, 8.08it/s [06/27 20:56:27] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:19, 8.08it/s [06/27 20:56:33] Vis4D INFO: Testing: 7550/12500, ETA: 0:10:12, 8.08it/s [06/27 20:56:39] Vis4D INFO: Testing: 7600/12500, ETA: 0:10:06, 8.08it/s [06/27 20:56:45] Vis4D INFO: Testing: 7650/12500, ETA: 0:10:00, 8.08it/s [06/27 20:56:52] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:54, 8.08it/s [06/27 20:56:58] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:47, 8.08it/s [06/27 20:57:04] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:41, 8.08it/s [06/27 20:57:10] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:35, 8.08it/s [06/27 20:57:16] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:29, 8.08it/s [06/27 20:57:22] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:23, 8.08it/s [06/27 20:57:29] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:16, 8.08it/s [06/27 20:57:35] Vis4D INFO: Testing: 8050/12500, ETA: 0:09:10, 8.08it/s [06/27 20:57:41] Vis4D INFO: Testing: 8100/12500, ETA: 0:09:04, 8.08it/s [06/27 20:57:47] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:58, 8.08it/s [06/27 20:57:54] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:52, 8.08it/s [06/27 20:58:00] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:46, 8.08it/s [06/27 20:58:06] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:39, 8.08it/s [06/27 20:58:12] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:33, 8.08it/s [06/27 20:58:18] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:27, 8.08it/s [06/27 20:58:24] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:21, 8.08it/s [06/27 20:58:31] Vis4D INFO: Testing: 8500/12500, ETA: 0:08:15, 8.08it/s [06/27 20:58:37] Vis4D INFO: Testing: 8550/12500, ETA: 0:08:08, 8.08it/s [06/27 20:58:43] Vis4D INFO: Testing: 8600/12500, ETA: 0:08:02, 8.08it/s [06/27 20:58:49] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:56, 8.08it/s [06/27 20:58:55] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:50, 8.08it/s [06/27 20:59:01] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:43, 8.09it/s [06/27 20:59:07] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:37, 8.09it/s [06/27 20:59:13] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:31, 8.09it/s [06/27 20:59:19] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:25, 8.09it/s [06/27 20:59:25] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:18, 8.09it/s [06/27 20:59:31] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:12, 8.09it/s [06/27 20:59:37] Vis4D INFO: Testing: 9050/12500, ETA: 0:07:06, 8.09it/s [06/27 20:59:43] Vis4D INFO: Testing: 9100/12500, ETA: 0:07:00, 8.09it/s [06/27 20:59:49] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:54, 8.09it/s [06/27 20:59:55] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:47, 8.09it/s [06/27 21:00:01] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:41, 8.09it/s [06/27 21:00:08] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:35, 8.09it/s [06/27 21:00:14] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:29, 8.09it/s [06/27 21:00:20] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:23, 8.09it/s [06/27 21:00:26] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:16, 8.09it/s [06/27 21:00:33] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:10, 8.09it/s [06/27 21:00:39] Vis4D INFO: Testing: 9550/12500, ETA: 0:06:04, 8.09it/s [06/27 21:00:45] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:58, 8.09it/s [06/27 21:00:51] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:52, 8.09it/s [06/27 21:00:57] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:46, 8.09it/s [06/27 21:01:03] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:39, 8.09it/s [06/27 21:01:10] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:33, 8.09it/s [06/27 21:01:16] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:27, 8.09it/s [06/27 21:01:22] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:21, 8.09it/s [06/27 21:01:28] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:15, 8.09it/s [06/27 21:01:35] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:09, 8.09it/s [06/27 21:01:41] Vis4D INFO: Testing: 10050/12500, ETA: 0:05:02, 8.09it/s [06/27 21:01:47] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:56, 8.09it/s [06/27 21:01:54] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:50, 8.09it/s [06/27 21:02:00] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:44, 8.09it/s [06/27 21:02:06] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:38, 8.09it/s [06/27 21:02:12] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:32, 8.09it/s [06/27 21:02:19] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:25, 8.09it/s [06/27 21:02:25] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:19, 8.08it/s [06/27 21:02:31] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:13, 8.08it/s [06/27 21:02:37] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:07, 8.08it/s [06/27 21:02:44] Vis4D INFO: Testing: 10550/12500, ETA: 0:04:01, 8.08it/s [06/27 21:02:50] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:55, 8.08it/s [06/27 21:02:56] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:48, 8.08it/s [06/27 21:03:02] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:42, 8.08it/s [06/27 21:03:08] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:36, 8.08it/s [06/27 21:03:14] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:30, 8.08it/s [06/27 21:03:21] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:24, 8.08it/s [06/27 21:03:27] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:17, 8.08it/s [06/27 21:03:33] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:11, 8.08it/s [06/27 21:03:39] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:05, 8.08it/s [06/27 21:03:46] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:59, 8.08it/s [06/27 21:03:52] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:53, 8.08it/s [06/27 21:03:58] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:47, 8.08it/s [06/27 21:04:04] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:40, 8.08it/s [06/27 21:04:11] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:34, 8.08it/s [06/27 21:04:17] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:28, 8.08it/s [06/27 21:04:23] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:22, 8.08it/s [06/27 21:04:29] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:16, 8.08it/s [06/27 21:04:35] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:09, 8.08it/s [06/27 21:04:42] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:03, 8.08it/s [06/27 21:04:48] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:57, 8.08it/s [06/27 21:04:54] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:51, 8.08it/s [06/27 21:05:00] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:45, 8.08it/s [06/27 21:05:06] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:38, 8.08it/s [06/27 21:05:12] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:32, 8.08it/s [06/27 21:05:18] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:26, 8.08it/s [06/27 21:05:24] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:20, 8.08it/s [06/27 21:05:31] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:14, 8.08it/s [06/27 21:05:37] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:08, 8.08it/s [06/27 21:05:43] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:01, 8.08it/s [06/27 21:05:49] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:55, 8.09it/s [06/27 21:05:55] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:49, 8.09it/s [06/27 21:06:01] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:43, 8.09it/s [06/27 21:06:07] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:37, 8.09it/s [06/27 21:06:13] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.09it/s [06/27 21:06:19] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.09it/s [06/27 21:06:25] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.09it/s [06/27 21:06:32] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.09it/s [06/27 21:06:38] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.09it/s [06/27 21:06:44] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.09it/s [06/27 21:06:44] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 21:06:44] Vis4D INFO: mIoU: 66.7242 [06/27 21:06:44] Vis4D INFO: Showing evaluation results for mIoU [06/27 21:06:44] Vis4D INFO: mIoU: 66.724% unlabeled: (nan%), building: (80.410%), fence: (43.770%), other: (nan%), pedestrian: (57.407%), pole: (46.851%), road line: (76.925%), road: (95.559%), sidewalk: (86.726%), vegetation: (58.324%), vehicle: (80.456%), wall: (70.461%), traffic sign: (43.324%), sky: (85.754%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (51.332%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (56.840%) [06/27 21:06:44] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 21:06:44] Vis4D INFO: +-----------+-----------+------------------------+------------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+------------------------+------------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.8726647801673867 | 0.027206666184005975 | inf | 0.031200428585853115 | 0.03894504583966518 | 0.0001538246957368645 | 0.00020820788781993635 | 0.0063802035485352425 | 0.07347724781450055 | 0.010771190751469617 | 0.05421719406644339 | 0.033216849217936495 | 0.011750675284758046 | inf | inf | inf | inf | 0.024296258184411678 | inf | inf | inf | 0.007836003733193049 | | Class_2 | nan | 0.004154121197322529 | 0.5085241185742633 | inf | 0.007517260609330588 | 0.010435212830699142 | 1.854756786979028e-05 | 0.00010024903325262993 | 0.003391623922029661 | 0.015014167799261137 | 0.002266662573351034 | 0.008838682002585183 | 0.00149706455910728 | 0.0005587470546698507 | inf | inf | inf | inf | 0.0008132720656346381 | inf | inf | inf | 0.008248117962992673 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.0019189412864068676 | 0.004372624624131792 | inf | 0.6793343049118749 | 0.0015547302445876059 | 8.798259623414421e-05 | 0.00014839841352421232 | 0.0013661407459814375 | 0.002580862882449412 | 0.0055553841705851086 | 0.0018040176603812878 | 0.0016827390035082518 | 4.807015738399607e-06 | inf | inf | nan | inf | 0.00011330748622292701 | inf | inf | nan | 0.00043483870237716744 | | Class_5 | nan | 0.014266397308766183 | 0.008668661369053894 | inf | 0.005773541966498676 | 0.5348836564685662 | 0.0001241450542751296 | 9.143276524123668e-05 | 0.002507131217449183 | 0.01041053358668839 | 0.0014036294594909947 | 0.01774812280491535 | 0.0197434741095692 | 0.0023735087747969613 | inf | inf | inf | inf | 0.022491747194910185 | inf | inf | inf | 0.003154315217747346 | | Class_6 | nan | 5.9727292877709104e-05 | 0.00014800138899066185 | inf | 0.0024610658747462127 | 0.0005001417710025098 | 0.8192408865553733 | 0.005205717150143793 | 0.002484951170092398 | 0.00042410954456201765 | 0.0010597423824637577 | 0.00010529940675801103 | 7.55053193497482e-07 | 2.5621129763926036e-05 | inf | inf | inf | inf | 3.344317875302251e-05 | inf | inf | inf | 0.0020150317062713886 | | Class_7 | nan | 0.0004983264715351116 | 0.0030186946722210346 | inf | 0.029926247234729142 | 0.00180802447459653 | 0.06226239064089019 | 0.9715945908341519 | 0.03729393059242832 | 0.03888205515826035 | 0.02019630775707644 | 0.00620578563593237 | 1.9150894635072497e-05 | 0.0014170822677087237 | inf | inf | inf | inf | 2.2922592095929322e-05 | inf | inf | inf | 0.011025625780007885 | | Class_8 | nan | 0.0022030331876116663 | 0.009156560535221389 | inf | 0.017924048743719695 | 0.006121569235519496 | 0.000826529084458841 | 0.0026704645915128717 | 0.9301192020819139 | 0.014516914090395265 | 0.003654974226120339 | 0.008963605378226798 | 1.654252905753574e-05 | 0.00010069685505262349 | inf | inf | inf | inf | 1.5204935460616434e-05 | inf | inf | inf | 0.008046802388508158 | | Class_9 | nan | 0.018628032104433662 | 0.05215319063848756 | inf | 0.015209811930214095 | 0.023073863534645012 | 0.0003191135548522946 | 0.0003613081134365896 | 0.002794522089657109 | 0.913854054361002 | 0.003305544138261563 | 0.006458929536891766 | 0.012617831198935238 | 0.015407617936914727 | inf | inf | inf | inf | 0.008188433690066972 | inf | inf | inf | 0.033403002906605264 | | Class_10 | nan | 0.01055987694675367 | 0.007551574505628215 | inf | 0.05411233517480043 | 0.007961279074314757 | 0.0010725934848647254 | 0.006928079381024392 | 0.003244498608572987 | 0.026067644070537837 | 0.8514730612923634 | 0.06178739170115197 | 0.01350975494405399 | 0.0002125503593005381 | inf | inf | inf | inf | 0.0006189867791934281 | inf | inf | inf | 0.0038799524287696755 | | Class_11 | nan | 0.00661572852720913 | 0.009346275394833084 | inf | 0.009105231471505007 | 0.002879181163574356 | 6.418165056961524e-05 | 0.00014971521224270808 | 0.003070005041491393 | 0.010074163036787442 | 0.0027746075293931054 | 0.8335219860461548 | 0.002282045315547026 | 0.00037407313135726805 | inf | inf | inf | inf | 5.0990288615400566e-05 | inf | inf | inf | 0.004770447469033227 | | Class_12 | nan | 0.0016061374900406314 | 0.00048150482345883856 | inf | 0.0008559220739444938 | 0.001947250494996774 | 2.3267482283893102e-05 | 1.0732397167528207e-06 | 2.649597946268251e-06 | 0.0006487900966918656 | 0.0001703554984108504 | 0.0003654387140311022 | 0.4743141199752068 | 2.9955367580801728e-05 | nan | inf | nan | inf | 0.003414275936941754 | inf | inf | inf | 0.00027896462030654656 | | Class_13 | nan | 0.020154135853766967 | 0.005973602170090874 | inf | 0.0005515745107002046 | 0.036015629918899526 | 1.2432169777865141e-05 | 5.816949389118514e-05 | 3.713832015943104e-05 | 0.2646324474875099 | 0.004813497858222902 | 0.0009545841143535462 | 0.0032615552311114865 | 0.8891121898509631 | inf | inf | inf | inf | 0.018665747715180075 | inf | inf | nan | 0.004405537837278514 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0022607628112342798 | 0.0008013421533034409 | inf | 0.0003730519915089387 | 0.004800532590854457 | 0.0 | 6.316732954479162e-07 | 5.400501858432618e-07 | 0.0009932934343386372 | 8.506156937198344e-05 | 4.967167339223395e-05 | 0.003535227693154619 | 0.00018647963563482768 | nan | inf | inf | inf | 0.5539886750108229 | inf | inf | nan | 0.00017521501014612992 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.002343747788079521 | 0.03293732539921207 | inf | 0.008346441059287182 | 0.005633736821940001 | 2.8361880925462166e-05 | 0.0008231604195648195 | 0.009905725651400861 | 0.10914446615363707 | 0.0022461686001593478 | 0.015456886320734718 | 0.003421420584534726 | 0.004375789302886719 | inf | inf | inf | inf | 0.0005032219296637348 | inf | inf | inf | 0.6182294664986517 | +-----------+-----------+------------------------+------------------------+-------+-----------------------+-----------------------+------------------------+------------------------+-----------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 21:06:54] Vis4D INFO: Epoch 2: 15050/75000, ETA: 1:43:14, 9.68it/s, loss: 0.2461, loss_seg: 0.2461, _pixel_acc: 0.9195 [06/27 21:07:03] Vis4D INFO: Epoch 2: 15100/75000, ETA: 1:43:24, 9.66it/s, loss: 0.2289, loss_seg: 0.2289, _pixel_acc: 0.9258 [06/27 21:07:11] Vis4D INFO: Epoch 2: 15150/75000, ETA: 1:43:31, 9.64it/s, loss: 0.2268, loss_seg: 0.2268, _pixel_acc: 0.9263 [06/27 21:07:20] Vis4D INFO: Epoch 2: 15200/75000, ETA: 1:43:39, 9.61it/s, loss: 0.2233, loss_seg: 0.2233, _pixel_acc: 0.9282 [06/27 21:07:28] Vis4D INFO: Epoch 2: 15250/75000, ETA: 1:43:48, 9.59it/s, loss: 0.2187, loss_seg: 0.2187, _pixel_acc: 0.9278 [06/27 21:07:37] Vis4D INFO: Epoch 2: 15300/75000, ETA: 1:43:57, 9.57it/s, loss: 0.2195, loss_seg: 0.2195, _pixel_acc: 0.9273 [06/27 21:07:46] Vis4D INFO: Epoch 2: 15350/75000, ETA: 1:44:06, 9.55it/s, loss: 0.2377, loss_seg: 0.2377, _pixel_acc: 0.9231 [06/27 21:07:57] Vis4D INFO: Epoch 2: 15400/75000, ETA: 1:44:22, 9.52it/s, loss: 0.2554, loss_seg: 0.2554, _pixel_acc: 0.9159 [06/27 21:08:06] Vis4D INFO: Epoch 2: 15450/75000, ETA: 1:44:31, 9.50it/s, loss: 0.2345, loss_seg: 0.2345, _pixel_acc: 0.9257 [06/27 21:08:14] Vis4D INFO: Epoch 2: 15500/75000, ETA: 1:44:39, 9.48it/s, loss: 0.2659, loss_seg: 0.2659, _pixel_acc: 0.9146 [06/27 21:08:23] Vis4D INFO: Epoch 2: 15550/75000, ETA: 1:44:46, 9.46it/s, loss: 0.2472, loss_seg: 0.2472, _pixel_acc: 0.9217 [06/27 21:08:31] Vis4D INFO: Epoch 2: 15600/75000, ETA: 1:44:52, 9.44it/s, loss: 0.2145, loss_seg: 0.2145, _pixel_acc: 0.9297 [06/27 21:08:40] Vis4D INFO: Epoch 2: 15650/75000, ETA: 1:44:59, 9.42it/s, loss: 0.2396, loss_seg: 0.2396, _pixel_acc: 0.9220 [06/27 21:08:48] Vis4D INFO: Epoch 2: 15700/75000, ETA: 1:45:06, 9.40it/s, loss: 0.2567, loss_seg: 0.2567, _pixel_acc: 0.9154 [06/27 21:08:57] Vis4D INFO: Epoch 2: 15750/75000, ETA: 1:45:12, 9.39it/s, loss: 0.2615, loss_seg: 0.2615, _pixel_acc: 0.9165 [06/27 21:09:05] Vis4D INFO: Epoch 2: 15800/75000, ETA: 1:45:19, 9.37it/s, loss: 0.2339, loss_seg: 0.2339, _pixel_acc: 0.9246 [06/27 21:09:13] Vis4D INFO: Epoch 2: 15850/75000, ETA: 1:45:24, 9.35it/s, loss: 0.2788, loss_seg: 0.2788, _pixel_acc: 0.9115 [06/27 21:09:22] Vis4D INFO: Epoch 2: 15900/75000, ETA: 1:45:29, 9.34it/s, loss: 0.2679, loss_seg: 0.2679, _pixel_acc: 0.9123 [06/27 21:09:31] Vis4D INFO: Epoch 2: 15950/75000, ETA: 1:45:38, 9.32it/s, loss: 0.2633, loss_seg: 0.2633, _pixel_acc: 0.9145 [06/27 21:09:38] Vis4D INFO: Epoch 2: 16000/75000, ETA: 1:45:42, 9.30it/s, loss: 0.3148, loss_seg: 0.3148, _pixel_acc: 0.8994 [06/27 21:09:47] Vis4D INFO: Epoch 2: 16050/75000, ETA: 1:45:50, 9.28it/s, loss: 0.2917, loss_seg: 0.2917, _pixel_acc: 0.9053 [06/27 21:09:56] Vis4D INFO: Epoch 2: 16100/75000, ETA: 1:45:54, 9.27it/s, loss: 0.2413, loss_seg: 0.2413, _pixel_acc: 0.9218 [06/27 21:10:04] Vis4D INFO: Epoch 2: 16150/75000, ETA: 1:45:59, 9.25it/s, loss: 0.2655, loss_seg: 0.2655, _pixel_acc: 0.9143 [06/27 21:10:12] Vis4D INFO: Epoch 2: 16200/75000, ETA: 1:46:04, 9.24it/s, loss: 0.2737, loss_seg: 0.2737, _pixel_acc: 0.9142 [06/27 21:10:20] Vis4D INFO: Epoch 2: 16250/75000, ETA: 1:46:08, 9.22it/s, loss: 0.2044, loss_seg: 0.2044, _pixel_acc: 0.9337 [06/27 21:10:28] Vis4D INFO: Epoch 2: 16300/75000, ETA: 1:46:13, 9.21it/s, loss: 0.2575, loss_seg: 0.2575, _pixel_acc: 0.9170 [06/27 21:10:37] Vis4D INFO: Epoch 2: 16350/75000, ETA: 1:46:18, 9.20it/s, loss: 0.2432, loss_seg: 0.2432, _pixel_acc: 0.9218 [06/27 21:10:45] Vis4D INFO: Epoch 2: 16400/75000, ETA: 1:46:22, 9.18it/s, loss: 0.2309, loss_seg: 0.2309, _pixel_acc: 0.9252 [06/27 21:10:53] Vis4D INFO: Epoch 2: 16450/75000, ETA: 1:46:25, 9.17it/s, loss: 0.2694, loss_seg: 0.2694, _pixel_acc: 0.9119 [06/27 21:11:01] Vis4D INFO: Epoch 2: 16500/75000, ETA: 1:46:30, 9.15it/s, loss: 0.2472, loss_seg: 0.2472, _pixel_acc: 0.9187 [06/27 21:11:09] Vis4D INFO: Epoch 2: 16550/75000, ETA: 1:46:33, 9.14it/s, loss: 0.2317, loss_seg: 0.2317, _pixel_acc: 0.9256 [06/27 21:11:17] Vis4D INFO: Epoch 2: 16600/75000, ETA: 1:46:35, 9.13it/s, loss: 0.2719, loss_seg: 0.2719, _pixel_acc: 0.9121 [06/27 21:11:24] Vis4D INFO: Epoch 2: 16650/75000, ETA: 1:46:37, 9.12it/s, loss: 0.2616, loss_seg: 0.2616, _pixel_acc: 0.9129 [06/27 21:11:32] Vis4D INFO: Epoch 2: 16700/75000, ETA: 1:46:40, 9.11it/s, loss: 0.2519, loss_seg: 0.2519, _pixel_acc: 0.9195 [06/27 21:11:40] Vis4D INFO: Epoch 2: 16750/75000, ETA: 1:46:43, 9.10it/s, loss: 0.2187, loss_seg: 0.2187, _pixel_acc: 0.9297 [06/27 21:11:48] Vis4D INFO: Epoch 2: 16800/75000, ETA: 1:46:45, 9.09it/s, loss: 0.2267, loss_seg: 0.2267, _pixel_acc: 0.9248 [06/27 21:11:55] Vis4D INFO: Epoch 2: 16850/75000, ETA: 1:46:46, 9.08it/s, loss: 0.2037, loss_seg: 0.2037, _pixel_acc: 0.9320 [06/27 21:12:02] Vis4D INFO: Epoch 2: 16900/75000, ETA: 1:46:47, 9.07it/s, loss: 0.2397, loss_seg: 0.2397, _pixel_acc: 0.9211 [06/27 21:12:10] Vis4D INFO: Epoch 2: 16950/75000, ETA: 1:46:50, 9.06it/s, loss: 0.2578, loss_seg: 0.2578, _pixel_acc: 0.9159 [06/27 21:12:18] Vis4D INFO: Epoch 2: 17000/75000, ETA: 1:46:52, 9.04it/s, loss: 0.2401, loss_seg: 0.2401, _pixel_acc: 0.9218 [06/27 21:12:25] Vis4D INFO: Epoch 2: 17050/75000, ETA: 1:46:52, 9.04it/s, loss: 0.2530, loss_seg: 0.2530, _pixel_acc: 0.9178 [06/27 21:12:33] Vis4D INFO: Epoch 2: 17100/75000, ETA: 1:46:53, 9.03it/s, loss: 0.2421, loss_seg: 0.2421, _pixel_acc: 0.9238 [06/27 21:12:40] Vis4D INFO: Epoch 2: 17150/75000, ETA: 1:46:54, 9.02it/s, loss: 0.2536, loss_seg: 0.2536, _pixel_acc: 0.9179 [06/27 21:12:48] Vis4D INFO: Epoch 2: 17200/75000, ETA: 1:46:55, 9.01it/s, loss: 0.2488, loss_seg: 0.2488, _pixel_acc: 0.9193 [06/27 21:12:56] Vis4D INFO: Epoch 2: 17250/75000, ETA: 1:46:57, 9.00it/s, loss: 0.2151, loss_seg: 0.2151, _pixel_acc: 0.9298 [06/27 21:13:03] Vis4D INFO: Epoch 2: 17300/75000, ETA: 1:46:57, 8.99it/s, loss: 0.2068, loss_seg: 0.2068, _pixel_acc: 0.9322 [06/27 21:13:10] Vis4D INFO: Epoch 2: 17350/75000, ETA: 1:46:58, 8.98it/s, loss: 0.2280, loss_seg: 0.2280, _pixel_acc: 0.9250 [06/27 21:13:18] Vis4D INFO: Epoch 2: 17400/75000, ETA: 1:46:59, 8.97it/s, loss: 0.2338, loss_seg: 0.2338, _pixel_acc: 0.9236 [06/27 21:13:25] Vis4D INFO: Epoch 2: 17450/75000, ETA: 1:47:00, 8.96it/s, loss: 0.2611, loss_seg: 0.2611, _pixel_acc: 0.9156 [06/27 21:13:33] Vis4D INFO: Epoch 2: 17500/75000, ETA: 1:47:02, 8.95it/s, loss: 0.2638, loss_seg: 0.2638, _pixel_acc: 0.9150 [06/27 21:13:41] Vis4D INFO: Epoch 2: 17550/75000, ETA: 1:47:05, 8.94it/s, loss: 0.2187, loss_seg: 0.2187, _pixel_acc: 0.9296 [06/27 21:13:49] Vis4D INFO: Epoch 2: 17600/75000, ETA: 1:47:06, 8.93it/s, loss: 0.2113, loss_seg: 0.2113, _pixel_acc: 0.9309 [06/27 21:13:56] Vis4D INFO: Epoch 2: 17650/75000, ETA: 1:47:06, 8.92it/s, loss: 0.2256, loss_seg: 0.2256, _pixel_acc: 0.9251 [06/27 21:14:04] Vis4D INFO: Epoch 2: 17700/75000, ETA: 1:47:06, 8.92it/s, loss: 0.2337, loss_seg: 0.2337, _pixel_acc: 0.9242 [06/27 21:14:11] Vis4D INFO: Epoch 2: 17750/75000, ETA: 1:47:06, 8.91it/s, loss: 0.2043, loss_seg: 0.2043, _pixel_acc: 0.9322 [06/27 21:14:18] Vis4D INFO: Epoch 2: 17800/75000, ETA: 1:47:05, 8.90it/s, loss: 0.2101, loss_seg: 0.2101, _pixel_acc: 0.9314 [06/27 21:14:26] Vis4D INFO: Epoch 2: 17850/75000, ETA: 1:47:06, 8.89it/s, loss: 0.2262, loss_seg: 0.2262, _pixel_acc: 0.9268 [06/27 21:14:33] Vis4D INFO: Epoch 2: 17900/75000, ETA: 1:47:05, 8.89it/s, loss: 0.2127, loss_seg: 0.2127, _pixel_acc: 0.9317 [06/27 21:14:40] Vis4D INFO: Epoch 2: 17950/75000, ETA: 1:47:04, 8.88it/s, loss: 0.2296, loss_seg: 0.2296, _pixel_acc: 0.9267 [06/27 21:14:47] Vis4D INFO: Epoch 2: 18000/75000, ETA: 1:47:03, 8.87it/s, loss: 0.3157, loss_seg: 0.3157, _pixel_acc: 0.8970 [06/27 21:14:54] Vis4D INFO: Epoch 2: 18050/75000, ETA: 1:47:03, 8.87it/s, loss: 0.2500, loss_seg: 0.2500, _pixel_acc: 0.9189 [06/27 21:15:01] Vis4D INFO: Epoch 2: 18100/75000, ETA: 1:47:00, 8.86it/s, loss: 0.2393, loss_seg: 0.2393, _pixel_acc: 0.9232 [06/27 21:15:08] Vis4D INFO: Epoch 2: 18150/75000, ETA: 1:47:00, 8.85it/s, loss: 0.2312, loss_seg: 0.2312, _pixel_acc: 0.9235 [06/27 21:15:15] Vis4D INFO: Epoch 2: 18200/75000, ETA: 1:46:58, 8.85it/s, loss: 0.2216, loss_seg: 0.2216, _pixel_acc: 0.9289 [06/27 21:15:23] Vis4D INFO: Epoch 2: 18250/75000, ETA: 1:46:59, 8.84it/s, loss: 0.2264, loss_seg: 0.2264, _pixel_acc: 0.9302 [06/27 21:15:30] Vis4D INFO: Epoch 2: 18300/75000, ETA: 1:46:57, 8.83it/s, loss: 0.2417, loss_seg: 0.2417, _pixel_acc: 0.9198 [06/27 21:15:37] Vis4D INFO: Epoch 2: 18350/75000, ETA: 1:46:56, 8.83it/s, loss: 0.2450, loss_seg: 0.2450, _pixel_acc: 0.9197 [06/27 21:15:44] Vis4D INFO: Epoch 2: 18400/75000, ETA: 1:46:54, 8.82it/s, loss: 0.2558, loss_seg: 0.2558, _pixel_acc: 0.9178 [06/27 21:15:52] Vis4D INFO: Epoch 2: 18450/75000, ETA: 1:46:55, 8.82it/s, loss: 0.2588, loss_seg: 0.2588, _pixel_acc: 0.9168 [06/27 21:15:59] Vis4D INFO: Epoch 2: 18500/75000, ETA: 1:46:54, 8.81it/s, loss: 0.2384, loss_seg: 0.2384, _pixel_acc: 0.9224 [06/27 21:16:06] Vis4D INFO: Epoch 2: 18550/75000, ETA: 1:46:53, 8.80it/s, loss: 0.2617, loss_seg: 0.2617, _pixel_acc: 0.9201 [06/27 21:16:13] Vis4D INFO: Epoch 2: 18600/75000, ETA: 1:46:51, 8.80it/s, loss: 0.2339, loss_seg: 0.2339, _pixel_acc: 0.9212 [06/27 21:16:20] Vis4D INFO: Epoch 2: 18650/75000, ETA: 1:46:50, 8.79it/s, loss: 0.2325, loss_seg: 0.2325, _pixel_acc: 0.9256 [06/27 21:16:27] Vis4D INFO: Epoch 2: 18700/75000, ETA: 1:46:47, 8.79it/s, loss: 0.2346, loss_seg: 0.2346, _pixel_acc: 0.9259 [06/27 21:16:34] Vis4D INFO: Epoch 2: 18750/75000, ETA: 1:46:45, 8.78it/s, loss: 0.2506, loss_seg: 0.2506, _pixel_acc: 0.9201 [06/27 21:16:41] Vis4D INFO: Epoch 2: 18800/75000, ETA: 1:46:44, 8.78it/s, loss: 0.2940, loss_seg: 0.2940, _pixel_acc: 0.9083 [06/27 21:16:47] Vis4D INFO: Epoch 2: 18850/75000, ETA: 1:46:41, 8.77it/s, loss: 0.2752, loss_seg: 0.2752, _pixel_acc: 0.9103 [06/27 21:16:54] Vis4D INFO: Epoch 2: 18900/75000, ETA: 1:46:38, 8.77it/s, loss: 0.2311, loss_seg: 0.2311, _pixel_acc: 0.9242 [06/27 21:17:01] Vis4D INFO: Epoch 2: 18950/75000, ETA: 1:46:36, 8.76it/s, loss: 0.2421, loss_seg: 0.2421, _pixel_acc: 0.9223 [06/27 21:17:08] Vis4D INFO: Epoch 2: 19000/75000, ETA: 1:46:34, 8.76it/s, loss: 0.2096, loss_seg: 0.2096, _pixel_acc: 0.9307 [06/27 21:17:15] Vis4D INFO: Epoch 2: 19050/75000, ETA: 1:46:31, 8.75it/s, loss: 0.2263, loss_seg: 0.2263, _pixel_acc: 0.9253 [06/27 21:17:22] Vis4D INFO: Epoch 2: 19100/75000, ETA: 1:46:29, 8.75it/s, loss: 0.2283, loss_seg: 0.2283, _pixel_acc: 0.9248 [06/27 21:17:29] Vis4D INFO: Epoch 2: 19150/75000, ETA: 1:46:27, 8.74it/s, loss: 0.2363, loss_seg: 0.2363, _pixel_acc: 0.9210 [06/27 21:17:36] Vis4D INFO: Epoch 2: 19200/75000, ETA: 1:46:25, 8.74it/s, loss: 0.2564, loss_seg: 0.2564, _pixel_acc: 0.9154 [06/27 21:17:42] Vis4D INFO: Epoch 2: 19250/75000, ETA: 1:46:22, 8.73it/s, loss: 0.2405, loss_seg: 0.2405, _pixel_acc: 0.9224 [06/27 21:17:50] Vis4D INFO: Epoch 2: 19300/75000, ETA: 1:46:21, 8.73it/s, loss: 0.3132, loss_seg: 0.3132, _pixel_acc: 0.9091 [06/27 21:17:58] Vis4D INFO: Epoch 2: 19350/75000, ETA: 1:46:22, 8.72it/s, loss: 0.2445, loss_seg: 0.2445, _pixel_acc: 0.9205 [06/27 21:18:05] Vis4D INFO: Epoch 2: 19400/75000, ETA: 1:46:19, 8.72it/s, loss: 0.2537, loss_seg: 0.2537, _pixel_acc: 0.9173 [06/27 21:18:11] Vis4D INFO: Epoch 2: 19450/75000, ETA: 1:46:15, 8.71it/s, loss: 0.2380, loss_seg: 0.2380, _pixel_acc: 0.9208 [06/27 21:18:17] Vis4D INFO: Epoch 2: 19500/75000, ETA: 1:46:11, 8.71it/s, loss: 0.2693, loss_seg: 0.2693, _pixel_acc: 0.9142 [06/27 21:18:24] Vis4D INFO: Epoch 2: 19550/75000, ETA: 1:46:08, 8.71it/s, loss: 0.2454, loss_seg: 0.2454, _pixel_acc: 0.9212 [06/27 21:18:31] Vis4D INFO: Epoch 2: 19600/75000, ETA: 1:46:06, 8.70it/s, loss: 0.2800, loss_seg: 0.2800, _pixel_acc: 0.9105 [06/27 21:18:37] Vis4D INFO: Epoch 2: 19650/75000, ETA: 1:46:01, 8.70it/s, loss: 0.2755, loss_seg: 0.2755, _pixel_acc: 0.9108 [06/27 21:18:44] Vis4D INFO: Epoch 2: 19700/75000, ETA: 1:45:57, 8.70it/s, loss: 0.2581, loss_seg: 0.2581, _pixel_acc: 0.9185 [06/27 21:18:50] Vis4D INFO: Epoch 2: 19750/75000, ETA: 1:45:54, 8.69it/s, loss: 0.2275, loss_seg: 0.2275, _pixel_acc: 0.9281 [06/27 21:18:57] Vis4D INFO: Epoch 2: 19800/75000, ETA: 1:45:51, 8.69it/s, loss: 0.2250, loss_seg: 0.2250, _pixel_acc: 0.9282 [06/27 21:19:03] Vis4D INFO: Epoch 2: 19850/75000, ETA: 1:45:47, 8.69it/s, loss: 0.2200, loss_seg: 0.2200, _pixel_acc: 0.9280 [06/27 21:19:09] Vis4D INFO: Epoch 2: 19900/75000, ETA: 1:45:43, 8.69it/s, loss: 0.2328, loss_seg: 0.2328, _pixel_acc: 0.9235 [06/27 21:19:16] Vis4D INFO: Epoch 2: 19950/75000, ETA: 1:45:40, 8.68it/s, loss: 0.2480, loss_seg: 0.2480, _pixel_acc: 0.9176 [06/27 21:19:23] Vis4D INFO: Epoch 2: 20000/75000, ETA: 1:45:37, 8.68it/s, loss: 0.2189, loss_seg: 0.2189, _pixel_acc: 0.9305 [06/27 21:19:30] Vis4D INFO: Epoch 2: 20050/75000, ETA: 1:45:33, 8.68it/s, loss: 0.2147, loss_seg: 0.2147, _pixel_acc: 0.9298 [06/27 21:19:36] Vis4D INFO: Epoch 2: 20100/75000, ETA: 1:45:29, 8.67it/s, loss: 0.2400, loss_seg: 0.2400, _pixel_acc: 0.9218 [06/27 21:19:43] Vis4D INFO: Epoch 2: 20150/75000, ETA: 1:45:27, 8.67it/s, loss: 0.2279, loss_seg: 0.2279, _pixel_acc: 0.9259 [06/27 21:19:50] Vis4D INFO: Epoch 2: 20200/75000, ETA: 1:45:24, 8.66it/s, loss: 0.2326, loss_seg: 0.2326, _pixel_acc: 0.9243 [06/27 21:19:57] Vis4D INFO: Epoch 2: 20250/75000, ETA: 1:45:21, 8.66it/s, loss: 0.2507, loss_seg: 0.2507, _pixel_acc: 0.9199 [06/27 21:20:03] Vis4D INFO: Epoch 2: 20300/75000, ETA: 1:45:17, 8.66it/s, loss: 0.2369, loss_seg: 0.2369, _pixel_acc: 0.9220 [06/27 21:20:10] Vis4D INFO: Epoch 2: 20350/75000, ETA: 1:45:14, 8.65it/s, loss: 0.2065, loss_seg: 0.2065, _pixel_acc: 0.9327 [06/27 21:20:17] Vis4D INFO: Epoch 2: 20400/75000, ETA: 1:45:11, 8.65it/s, loss: 0.2825, loss_seg: 0.2825, _pixel_acc: 0.9094 [06/27 21:20:24] Vis4D INFO: Epoch 2: 20450/75000, ETA: 1:45:09, 8.65it/s, loss: 0.2655, loss_seg: 0.2655, _pixel_acc: 0.9154 [06/27 21:20:31] Vis4D INFO: Epoch 2: 20500/75000, ETA: 1:45:05, 8.64it/s, loss: 0.2674, loss_seg: 0.2674, _pixel_acc: 0.9152 [06/27 21:20:37] Vis4D INFO: Epoch 2: 20550/75000, ETA: 1:45:02, 8.64it/s, loss: 0.3308, loss_seg: 0.3308, _pixel_acc: 0.8926 [06/27 21:20:44] Vis4D INFO: Epoch 2: 20600/75000, ETA: 1:45:00, 8.63it/s, loss: 0.2831, loss_seg: 0.2831, _pixel_acc: 0.9092 [06/27 21:20:51] Vis4D INFO: Epoch 2: 20650/75000, ETA: 1:44:56, 8.63it/s, loss: 0.2355, loss_seg: 0.2355, _pixel_acc: 0.9247 [06/27 21:20:58] Vis4D INFO: Epoch 2: 20700/75000, ETA: 1:44:53, 8.63it/s, loss: 0.2677, loss_seg: 0.2677, _pixel_acc: 0.9142 [06/27 21:21:04] Vis4D INFO: Epoch 2: 20750/75000, ETA: 1:44:49, 8.63it/s, loss: 0.2676, loss_seg: 0.2676, _pixel_acc: 0.9157 [06/27 21:21:11] Vis4D INFO: Epoch 2: 20800/75000, ETA: 1:44:46, 8.62it/s, loss: 0.2675, loss_seg: 0.2675, _pixel_acc: 0.9151 [06/27 21:21:18] Vis4D INFO: Epoch 2: 20850/75000, ETA: 1:44:43, 8.62it/s, loss: 0.2543, loss_seg: 0.2543, _pixel_acc: 0.9169 [06/27 21:21:25] Vis4D INFO: Epoch 2: 20900/75000, ETA: 1:44:40, 8.61it/s, loss: 0.2226, loss_seg: 0.2226, _pixel_acc: 0.9250 [06/27 21:21:31] Vis4D INFO: Epoch 2: 20950/75000, ETA: 1:44:36, 8.61it/s, loss: 0.2408, loss_seg: 0.2408, _pixel_acc: 0.9221 [06/27 21:21:38] Vis4D INFO: Epoch 2: 21000/75000, ETA: 1:44:33, 8.61it/s, loss: 0.2430, loss_seg: 0.2430, _pixel_acc: 0.9199 [06/27 21:21:45] Vis4D INFO: Epoch 2: 21050/75000, ETA: 1:44:28, 8.61it/s, loss: 0.2338, loss_seg: 0.2338, _pixel_acc: 0.9239 [06/27 21:21:51] Vis4D INFO: Epoch 2: 21100/75000, ETA: 1:44:25, 8.60it/s, loss: 0.2801, loss_seg: 0.2801, _pixel_acc: 0.9104 [06/27 21:21:59] Vis4D INFO: Epoch 2: 21150/75000, ETA: 1:44:23, 8.60it/s, loss: 0.2860, loss_seg: 0.2860, _pixel_acc: 0.9095 [06/27 21:22:05] Vis4D INFO: Epoch 2: 21200/75000, ETA: 1:44:19, 8.60it/s, loss: 0.2343, loss_seg: 0.2343, _pixel_acc: 0.9228 [06/27 21:22:12] Vis4D INFO: Epoch 2: 21250/75000, ETA: 1:44:16, 8.59it/s, loss: 0.2397, loss_seg: 0.2397, _pixel_acc: 0.9232 [06/27 21:22:19] Vis4D INFO: Epoch 2: 21300/75000, ETA: 1:44:12, 8.59it/s, loss: 0.2369, loss_seg: 0.2369, _pixel_acc: 0.9243 [06/27 21:22:25] Vis4D INFO: Epoch 2: 21350/75000, ETA: 1:44:07, 8.59it/s, loss: 0.2053, loss_seg: 0.2053, _pixel_acc: 0.9326 [06/27 21:22:31] Vis4D INFO: Epoch 2: 21400/75000, ETA: 1:44:01, 8.59it/s, loss: 0.2303, loss_seg: 0.2303, _pixel_acc: 0.9242 [06/27 21:22:37] Vis4D INFO: Epoch 2: 21450/75000, ETA: 1:43:57, 8.59it/s, loss: 0.2682, loss_seg: 0.2682, _pixel_acc: 0.9138 [06/27 21:22:43] Vis4D INFO: Epoch 2: 21500/75000, ETA: 1:43:52, 8.58it/s, loss: 0.2417, loss_seg: 0.2417, _pixel_acc: 0.9209 [06/27 21:22:49] Vis4D INFO: Epoch 2: 21550/75000, ETA: 1:43:47, 8.58it/s, loss: 0.2301, loss_seg: 0.2301, _pixel_acc: 0.9254 [06/27 21:22:56] Vis4D INFO: Epoch 2: 21600/75000, ETA: 1:43:44, 8.58it/s, loss: 0.2299, loss_seg: 0.2299, _pixel_acc: 0.9253 [06/27 21:23:02] Vis4D INFO: Epoch 2: 21650/75000, ETA: 1:43:39, 8.58it/s, loss: 0.2320, loss_seg: 0.2320, _pixel_acc: 0.9234 [06/27 21:23:09] Vis4D INFO: Epoch 2: 21700/75000, ETA: 1:43:35, 8.58it/s, loss: 0.2314, loss_seg: 0.2314, _pixel_acc: 0.9276 [06/27 21:23:16] Vis4D INFO: Epoch 2: 21750/75000, ETA: 1:43:31, 8.57it/s, loss: 0.2398, loss_seg: 0.2398, _pixel_acc: 0.9223 [06/27 21:23:22] Vis4D INFO: Epoch 2: 21800/75000, ETA: 1:43:26, 8.57it/s, loss: 0.2477, loss_seg: 0.2477, _pixel_acc: 0.9198 [06/27 21:23:28] Vis4D INFO: Epoch 2: 21850/75000, ETA: 1:43:21, 8.57it/s, loss: 0.2307, loss_seg: 0.2307, _pixel_acc: 0.9246 [06/27 21:23:34] Vis4D INFO: Epoch 2: 21900/75000, ETA: 1:43:15, 8.57it/s, loss: 0.2224, loss_seg: 0.2224, _pixel_acc: 0.9274 [06/27 21:23:40] Vis4D INFO: Epoch 2: 21950/75000, ETA: 1:43:10, 8.57it/s, loss: 0.2288, loss_seg: 0.2288, _pixel_acc: 0.9246 [06/27 21:23:47] Vis4D INFO: Epoch 2: 22000/75000, ETA: 1:43:06, 8.57it/s, loss: 0.2340, loss_seg: 0.2340, _pixel_acc: 0.9247 [06/27 21:23:53] Vis4D INFO: Epoch 2: 22050/75000, ETA: 1:43:02, 8.56it/s, loss: 0.2192, loss_seg: 0.2192, _pixel_acc: 0.9287 [06/27 21:24:00] Vis4D INFO: Epoch 2: 22100/75000, ETA: 1:42:58, 8.56it/s, loss: 0.2203, loss_seg: 0.2203, _pixel_acc: 0.9269 [06/27 21:24:07] Vis4D INFO: Epoch 2: 22150/75000, ETA: 1:42:55, 8.56it/s, loss: 0.2560, loss_seg: 0.2560, _pixel_acc: 0.9209 [06/27 21:24:13] Vis4D INFO: Epoch 2: 22200/75000, ETA: 1:42:50, 8.56it/s, loss: 0.2465, loss_seg: 0.2465, _pixel_acc: 0.9197 [06/27 21:24:19] Vis4D INFO: Epoch 2: 22250/75000, ETA: 1:42:45, 8.56it/s, loss: 0.2563, loss_seg: 0.2563, _pixel_acc: 0.9168 [06/27 21:24:26] Vis4D INFO: Epoch 2: 22300/75000, ETA: 1:42:42, 8.55it/s, loss: 0.2101, loss_seg: 0.2101, _pixel_acc: 0.9312 [06/27 21:24:32] Vis4D INFO: Epoch 2: 22350/75000, ETA: 1:42:36, 8.55it/s, loss: 0.2434, loss_seg: 0.2434, _pixel_acc: 0.9188 [06/27 21:24:39] Vis4D INFO: Epoch 2: 22400/75000, ETA: 1:42:33, 8.55it/s, loss: 0.2396, loss_seg: 0.2396, _pixel_acc: 0.9221 [06/27 21:24:45] Vis4D INFO: Epoch 2: 22450/75000, ETA: 1:42:28, 8.55it/s, loss: 0.2188, loss_seg: 0.2188, _pixel_acc: 0.9294 [06/27 21:24:51] Vis4D INFO: Epoch 2: 22500/75000, ETA: 1:42:23, 8.55it/s, loss: 0.2259, loss_seg: 0.2259, _pixel_acc: 0.9273 [06/27 21:24:58] Vis4D INFO: Epoch 2: 22550/75000, ETA: 1:42:18, 8.54it/s, loss: 0.2306, loss_seg: 0.2306, _pixel_acc: 0.9262 [06/27 21:25:04] Vis4D INFO: Epoch 2: 22600/75000, ETA: 1:42:13, 8.54it/s, loss: 0.2515, loss_seg: 0.2515, _pixel_acc: 0.9206 [06/27 21:25:11] Vis4D INFO: Epoch 2: 22650/75000, ETA: 1:42:09, 8.54it/s, loss: 0.2450, loss_seg: 0.2450, _pixel_acc: 0.9217 [06/27 21:25:17] Vis4D INFO: Epoch 2: 22700/75000, ETA: 1:42:05, 8.54it/s, loss: 0.2290, loss_seg: 0.2290, _pixel_acc: 0.9273 [06/27 21:25:24] Vis4D INFO: Epoch 2: 22750/75000, ETA: 1:42:01, 8.54it/s, loss: 0.2314, loss_seg: 0.2314, _pixel_acc: 0.9237 [06/27 21:25:30] Vis4D INFO: Epoch 2: 22800/75000, ETA: 1:41:55, 8.54it/s, loss: 0.2230, loss_seg: 0.2230, _pixel_acc: 0.9287 [06/27 21:25:36] Vis4D INFO: Epoch 2: 22850/75000, ETA: 1:41:50, 8.53it/s, loss: 0.2137, loss_seg: 0.2137, _pixel_acc: 0.9316 [06/27 21:25:42] Vis4D INFO: Epoch 2: 22900/75000, ETA: 1:41:45, 8.53it/s, loss: 0.2457, loss_seg: 0.2457, _pixel_acc: 0.9185 [06/27 21:25:49] Vis4D INFO: Epoch 2: 22950/75000, ETA: 1:41:41, 8.53it/s, loss: 0.2049, loss_seg: 0.2049, _pixel_acc: 0.9343 [06/27 21:25:55] Vis4D INFO: Epoch 2: 23000/75000, ETA: 1:41:35, 8.53it/s, loss: 0.2587, loss_seg: 0.2587, _pixel_acc: 0.9178 [06/27 21:26:01] Vis4D INFO: Epoch 2: 23050/75000, ETA: 1:41:30, 8.53it/s, loss: 0.2760, loss_seg: 0.2760, _pixel_acc: 0.9113 [06/27 21:26:07] Vis4D INFO: Epoch 2: 23100/75000, ETA: 1:41:25, 8.53it/s, loss: 0.2383, loss_seg: 0.2383, _pixel_acc: 0.9228 [06/27 21:26:13] Vis4D INFO: Epoch 2: 23150/75000, ETA: 1:41:20, 8.53it/s, loss: 0.2502, loss_seg: 0.2502, _pixel_acc: 0.9188 [06/27 21:26:19] Vis4D INFO: Epoch 2: 23200/75000, ETA: 1:41:15, 8.53it/s, loss: 0.2356, loss_seg: 0.2356, _pixel_acc: 0.9230 [06/27 21:26:26] Vis4D INFO: Epoch 2: 23250/75000, ETA: 1:41:10, 8.52it/s, loss: 0.2247, loss_seg: 0.2247, _pixel_acc: 0.9285 [06/27 21:26:32] Vis4D INFO: Epoch 2: 23300/75000, ETA: 1:41:05, 8.52it/s, loss: 0.2388, loss_seg: 0.2388, _pixel_acc: 0.9217 [06/27 21:26:38] Vis4D INFO: Epoch 2: 23350/75000, ETA: 1:41:00, 8.52it/s, loss: 0.2179, loss_seg: 0.2179, _pixel_acc: 0.9288 [06/27 21:26:44] Vis4D INFO: Epoch 2: 23400/75000, ETA: 1:40:54, 8.52it/s, loss: 0.2370, loss_seg: 0.2370, _pixel_acc: 0.9206 [06/27 21:26:50] Vis4D INFO: Epoch 2: 23450/75000, ETA: 1:40:49, 8.52it/s, loss: 0.2487, loss_seg: 0.2487, _pixel_acc: 0.9204 [06/27 21:26:56] Vis4D INFO: Epoch 2: 23500/75000, ETA: 1:40:43, 8.52it/s, loss: 0.2327, loss_seg: 0.2327, _pixel_acc: 0.9240 [06/27 21:27:02] Vis4D INFO: Epoch 2: 23550/75000, ETA: 1:40:38, 8.52it/s, loss: 0.2232, loss_seg: 0.2232, _pixel_acc: 0.9276 [06/27 21:27:09] Vis4D INFO: Epoch 2: 23600/75000, ETA: 1:40:33, 8.52it/s, loss: 0.2361, loss_seg: 0.2361, _pixel_acc: 0.9235 [06/27 21:27:15] Vis4D INFO: Epoch 2: 23650/75000, ETA: 1:40:28, 8.52it/s, loss: 0.2794, loss_seg: 0.2794, _pixel_acc: 0.9092 [06/27 21:27:21] Vis4D INFO: Epoch 2: 23700/75000, ETA: 1:40:22, 8.52it/s, loss: 0.2456, loss_seg: 0.2456, _pixel_acc: 0.9213 [06/27 21:27:27] Vis4D INFO: Epoch 2: 23750/75000, ETA: 1:40:17, 8.52it/s, loss: 0.2746, loss_seg: 0.2746, _pixel_acc: 0.9124 [06/27 21:27:34] Vis4D INFO: Epoch 2: 23800/75000, ETA: 1:40:12, 8.51it/s, loss: 0.2393, loss_seg: 0.2393, _pixel_acc: 0.9230 [06/27 21:27:40] Vis4D INFO: Epoch 2: 23850/75000, ETA: 1:40:07, 8.51it/s, loss: 0.2334, loss_seg: 0.2334, _pixel_acc: 0.9231 [06/27 21:27:46] Vis4D INFO: Epoch 2: 23900/75000, ETA: 1:40:01, 8.51it/s, loss: 0.2524, loss_seg: 0.2524, _pixel_acc: 0.9168 [06/27 21:27:52] Vis4D INFO: Epoch 2: 23950/75000, ETA: 1:39:57, 8.51it/s, loss: 0.3113, loss_seg: 0.3113, _pixel_acc: 0.9031 [06/27 21:27:58] Vis4D INFO: Epoch 2: 24000/75000, ETA: 1:39:52, 8.51it/s, loss: 0.2992, loss_seg: 0.2992, _pixel_acc: 0.9067 [06/27 21:28:04] Vis4D INFO: Epoch 2: 24050/75000, ETA: 1:39:46, 8.51it/s, loss: 0.2285, loss_seg: 0.2285, _pixel_acc: 0.9286 [06/27 21:28:11] Vis4D INFO: Epoch 2: 24100/75000, ETA: 1:39:41, 8.51it/s, loss: 0.2355, loss_seg: 0.2355, _pixel_acc: 0.9239 [06/27 21:28:20] Vis4D INFO: Epoch 2: 24150/75000, ETA: 1:39:42, 8.50it/s, loss: 0.2774, loss_seg: 0.2774, _pixel_acc: 0.9113 [06/27 21:28:26] Vis4D INFO: Epoch 2: 24200/75000, ETA: 1:39:37, 8.50it/s, loss: 0.2931, loss_seg: 0.2931, _pixel_acc: 0.9047 [06/27 21:28:32] Vis4D INFO: Epoch 2: 24250/75000, ETA: 1:39:32, 8.50it/s, loss: 0.2629, loss_seg: 0.2629, _pixel_acc: 0.9167 [06/27 21:28:39] Vis4D INFO: Epoch 2: 24300/75000, ETA: 1:39:28, 8.50it/s, loss: 0.2308, loss_seg: 0.2308, _pixel_acc: 0.9259 [06/27 21:28:45] Vis4D INFO: Epoch 2: 24350/75000, ETA: 1:39:22, 8.49it/s, loss: 0.2506, loss_seg: 0.2506, _pixel_acc: 0.9179 [06/27 21:28:51] Vis4D INFO: Epoch 2: 24400/75000, ETA: 1:39:17, 8.49it/s, loss: 0.2467, loss_seg: 0.2467, _pixel_acc: 0.9179 [06/27 21:28:57] Vis4D INFO: Epoch 2: 24450/75000, ETA: 1:39:12, 8.49it/s, loss: 0.2753, loss_seg: 0.2753, _pixel_acc: 0.9109 [06/27 21:29:03] Vis4D INFO: Epoch 2: 24500/75000, ETA: 1:39:06, 8.49it/s, loss: 0.2353, loss_seg: 0.2353, _pixel_acc: 0.9219 [06/27 21:29:10] Vis4D INFO: Epoch 2: 24550/75000, ETA: 1:39:01, 8.49it/s, loss: 0.2242, loss_seg: 0.2242, _pixel_acc: 0.9270 [06/27 21:29:16] Vis4D INFO: Epoch 2: 24600/75000, ETA: 1:38:55, 8.49it/s, loss: 0.2334, loss_seg: 0.2334, _pixel_acc: 0.9248 [06/27 21:29:22] Vis4D INFO: Epoch 2: 24650/75000, ETA: 1:38:51, 8.49it/s, loss: 0.2461, loss_seg: 0.2461, _pixel_acc: 0.9184 [06/27 21:29:28] Vis4D INFO: Epoch 2: 24700/75000, ETA: 1:38:45, 8.49it/s, loss: 0.2670, loss_seg: 0.2670, _pixel_acc: 0.9158 [06/27 21:29:35] Vis4D INFO: Epoch 2: 24750/75000, ETA: 1:38:40, 8.49it/s, loss: 0.2358, loss_seg: 0.2358, _pixel_acc: 0.9231 [06/27 21:29:41] Vis4D INFO: Epoch 2: 24800/75000, ETA: 1:38:35, 8.49it/s, loss: 0.2623, loss_seg: 0.2623, _pixel_acc: 0.9169 [06/27 21:29:47] Vis4D INFO: Epoch 2: 24850/75000, ETA: 1:38:29, 8.49it/s, loss: 0.2314, loss_seg: 0.2314, _pixel_acc: 0.9230 [06/27 21:29:53] Vis4D INFO: Epoch 2: 24900/75000, ETA: 1:38:25, 8.48it/s, loss: 0.2191, loss_seg: 0.2191, _pixel_acc: 0.9261 [06/27 21:29:59] Vis4D INFO: Epoch 2: 24950/75000, ETA: 1:38:19, 8.48it/s, loss: 0.2221, loss_seg: 0.2221, _pixel_acc: 0.9278 [06/27 21:30:05] Vis4D INFO: Epoch 2: 25000/75000, ETA: 1:38:13, 8.48it/s, loss: 0.2342, loss_seg: 0.2342, _pixel_acc: 0.9219 [06/27 21:30:12] Vis4D INFO: Testing: 50/12500, ETA: 0:28:00, 7.41it/s [06/27 21:30:18] Vis4D INFO: Testing: 100/12500, ETA: 0:26:35, 7.77it/s [06/27 21:30:24] Vis4D INFO: Testing: 150/12500, ETA: 0:25:56, 7.94it/s [06/27 21:30:31] Vis4D INFO: Testing: 200/12500, ETA: 0:25:43, 7.97it/s [06/27 21:30:37] Vis4D INFO: Testing: 250/12500, ETA: 0:25:26, 8.03it/s [06/27 21:30:43] Vis4D INFO: Testing: 300/12500, ETA: 0:25:19, 8.03it/s [06/27 21:30:49] Vis4D INFO: Testing: 350/12500, ETA: 0:25:09, 8.05it/s [06/27 21:30:55] Vis4D INFO: Testing: 400/12500, ETA: 0:24:59, 8.07it/s [06/27 21:31:01] Vis4D INFO: Testing: 450/12500, ETA: 0:24:52, 8.07it/s [06/27 21:31:07] Vis4D INFO: Testing: 500/12500, ETA: 0:24:46, 8.07it/s [06/27 21:31:14] Vis4D INFO: Testing: 550/12500, ETA: 0:24:42, 8.06it/s [06/27 21:31:20] Vis4D INFO: Testing: 600/12500, ETA: 0:24:32, 8.08it/s [06/27 21:31:26] Vis4D INFO: Testing: 650/12500, ETA: 0:24:26, 8.08it/s [06/27 21:31:32] Vis4D INFO: Testing: 700/12500, ETA: 0:24:17, 8.10it/s [06/27 21:31:38] Vis4D INFO: Testing: 750/12500, ETA: 0:24:08, 8.11it/s [06/27 21:31:44] Vis4D INFO: Testing: 800/12500, ETA: 0:24:01, 8.12it/s [06/27 21:31:50] Vis4D INFO: Testing: 850/12500, ETA: 0:23:57, 8.10it/s [06/27 21:31:57] Vis4D INFO: Testing: 900/12500, ETA: 0:23:52, 8.10it/s [06/27 21:32:03] Vis4D INFO: Testing: 950/12500, ETA: 0:23:45, 8.10it/s [06/27 21:32:09] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:35, 8.12it/s [06/27 21:32:14] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:27, 8.14it/s [06/27 21:32:21] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:20, 8.14it/s [06/27 21:32:27] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:15, 8.13it/s [06/27 21:32:33] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:09, 8.13it/s [06/27 21:32:39] Vis4D INFO: Testing: 1250/12500, ETA: 0:23:03, 8.13it/s [06/27 21:32:45] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:56, 8.14it/s [06/27 21:32:51] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:50, 8.14it/s [06/27 21:32:58] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:44, 8.13it/s [06/27 21:33:04] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:39, 8.13it/s [06/27 21:33:10] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:33, 8.13it/s [06/27 21:33:16] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:27, 8.13it/s [06/27 21:33:22] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:20, 8.13it/s [06/27 21:33:28] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:14, 8.13it/s [06/27 21:33:34] Vis4D INFO: Testing: 1700/12500, ETA: 0:22:06, 8.14it/s [06/27 21:33:41] Vis4D INFO: Testing: 1750/12500, ETA: 0:22:01, 8.14it/s [06/27 21:33:47] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:55, 8.14it/s [06/27 21:33:53] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:49, 8.13it/s [06/27 21:33:59] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:43, 8.13it/s [06/27 21:34:05] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:37, 8.13it/s [06/27 21:34:11] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:31, 8.13it/s [06/27 21:34:17] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:24, 8.14it/s [06/27 21:34:23] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:17, 8.14it/s [06/27 21:34:30] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:11, 8.14it/s [06/27 21:34:36] Vis4D INFO: Testing: 2200/12500, ETA: 0:21:06, 8.13it/s [06/27 21:34:42] Vis4D INFO: Testing: 2250/12500, ETA: 0:21:00, 8.13it/s [06/27 21:34:48] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:54, 8.13it/s [06/27 21:34:54] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:48, 8.13it/s [06/27 21:35:01] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:42, 8.13it/s [06/27 21:35:07] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:35, 8.13it/s [06/27 21:35:13] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:30, 8.13it/s [06/27 21:35:19] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:24, 8.13it/s [06/27 21:35:25] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:17, 8.13it/s [06/27 21:35:31] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:11, 8.13it/s [06/27 21:35:37] Vis4D INFO: Testing: 2700/12500, ETA: 0:20:04, 8.14it/s [06/27 21:35:44] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:58, 8.13it/s [06/27 21:35:50] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:52, 8.13it/s [06/27 21:35:56] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:47, 8.13it/s [06/27 21:36:02] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:41, 8.13it/s [06/27 21:36:08] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:34, 8.13it/s [06/27 21:36:15] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:28, 8.13it/s [06/27 21:36:21] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:22, 8.13it/s [06/27 21:36:27] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:16, 8.13it/s [06/27 21:36:33] Vis4D INFO: Testing: 3150/12500, ETA: 0:19:10, 8.13it/s [06/27 21:36:39] Vis4D INFO: Testing: 3200/12500, ETA: 0:19:04, 8.13it/s [06/27 21:36:45] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:57, 8.13it/s [06/27 21:36:51] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:51, 8.13it/s [06/27 21:36:57] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:45, 8.13it/s [06/27 21:37:04] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:39, 8.13it/s [06/27 21:37:10] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:32, 8.13it/s [06/27 21:37:16] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:26, 8.13it/s [06/27 21:37:22] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:19, 8.14it/s [06/27 21:37:28] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:13, 8.14it/s [06/27 21:37:34] Vis4D INFO: Testing: 3650/12500, ETA: 0:18:06, 8.15it/s [06/27 21:37:39] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:59, 8.15it/s [06/27 21:37:46] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:53, 8.15it/s [06/27 21:37:52] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:47, 8.15it/s [06/27 21:37:58] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:40, 8.15it/s [06/27 21:38:04] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:34, 8.16it/s [06/27 21:38:10] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:27, 8.16it/s [06/27 21:38:15] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:21, 8.16it/s [06/27 21:38:22] Vis4D INFO: Testing: 4050/12500, ETA: 0:17:15, 8.16it/s [06/27 21:38:29] Vis4D INFO: Testing: 4100/12500, ETA: 0:17:12, 8.14it/s [06/27 21:38:36] Vis4D INFO: Testing: 4150/12500, ETA: 0:17:06, 8.13it/s [06/27 21:38:42] Vis4D INFO: Testing: 4200/12500, ETA: 0:17:00, 8.14it/s [06/27 21:38:47] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:53, 8.14it/s [06/27 21:38:54] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:47, 8.14it/s [06/27 21:38:59] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:40, 8.15it/s [06/27 21:39:06] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:34, 8.15it/s [06/27 21:39:12] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:28, 8.15it/s [06/27 21:39:18] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:22, 8.14it/s [06/27 21:39:24] Vis4D INFO: Testing: 4550/12500, ETA: 0:16:16, 8.14it/s [06/27 21:39:30] Vis4D INFO: Testing: 4600/12500, ETA: 0:16:10, 8.14it/s [06/27 21:39:36] Vis4D INFO: Testing: 4650/12500, ETA: 0:16:03, 8.15it/s [06/27 21:39:42] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:57, 8.15it/s [06/27 21:39:49] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:51, 8.15it/s [06/27 21:39:55] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:45, 8.14it/s [06/27 21:40:01] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:39, 8.15it/s [06/27 21:40:07] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:33, 8.15it/s [06/27 21:40:13] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:26, 8.15it/s [06/27 21:40:19] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:20, 8.14it/s [06/27 21:40:25] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:14, 8.15it/s [06/27 21:40:32] Vis4D INFO: Testing: 5100/12500, ETA: 0:15:08, 8.14it/s [06/27 21:40:38] Vis4D INFO: Testing: 5150/12500, ETA: 0:15:02, 8.14it/s [06/27 21:40:44] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:56, 8.14it/s [06/27 21:40:50] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:50, 8.14it/s [06/27 21:40:56] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:44, 8.14it/s [06/27 21:41:03] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:38, 8.14it/s [06/27 21:41:09] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:32, 8.14it/s [06/27 21:41:15] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:25, 8.14it/s [06/27 21:41:21] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:19, 8.14it/s [06/27 21:41:27] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:13, 8.14it/s [06/27 21:41:33] Vis4D INFO: Testing: 5600/12500, ETA: 0:14:07, 8.14it/s [06/27 21:41:40] Vis4D INFO: Testing: 5650/12500, ETA: 0:14:01, 8.14it/s [06/27 21:41:46] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:55, 8.14it/s [06/27 21:41:52] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:49, 8.14it/s [06/27 21:41:58] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:43, 8.14it/s [06/27 21:42:04] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:37, 8.14it/s [06/27 21:42:11] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:31, 8.14it/s [06/27 21:42:17] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:24, 8.14it/s [06/27 21:42:23] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:18, 8.14it/s [06/27 21:42:29] Vis4D INFO: Testing: 6050/12500, ETA: 0:13:12, 8.14it/s [06/27 21:42:35] Vis4D INFO: Testing: 6100/12500, ETA: 0:13:06, 8.14it/s [06/27 21:42:41] Vis4D INFO: Testing: 6150/12500, ETA: 0:13:00, 8.14it/s [06/27 21:42:47] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:54, 8.14it/s [06/27 21:42:54] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:48, 8.14it/s [06/27 21:43:00] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:41, 8.14it/s [06/27 21:43:06] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:35, 8.14it/s [06/27 21:43:12] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:29, 8.14it/s [06/27 21:43:18] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:23, 8.14it/s [06/27 21:43:24] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:17, 8.14it/s [06/27 21:43:30] Vis4D INFO: Testing: 6550/12500, ETA: 0:12:10, 8.14it/s [06/27 21:43:36] Vis4D INFO: Testing: 6600/12500, ETA: 0:12:04, 8.14it/s [06/27 21:43:42] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:58, 8.14it/s [06/27 21:43:48] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:52, 8.14it/s [06/27 21:43:54] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:46, 8.14it/s [06/27 21:44:01] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:40, 8.14it/s [06/27 21:44:07] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:33, 8.14it/s [06/27 21:44:13] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:27, 8.14it/s [06/27 21:44:19] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:21, 8.14it/s [06/27 21:44:25] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:15, 8.14it/s [06/27 21:44:31] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:09, 8.14it/s [06/27 21:44:38] Vis4D INFO: Testing: 7100/12500, ETA: 0:11:03, 8.14it/s [06/27 21:44:44] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:57, 8.14it/s [06/27 21:44:50] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:51, 8.14it/s [06/27 21:44:56] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:44, 8.14it/s [06/27 21:45:02] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:38, 8.14it/s [06/27 21:45:08] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:32, 8.14it/s [06/27 21:45:14] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:26, 8.14it/s [06/27 21:45:20] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:20, 8.14it/s [06/27 21:45:27] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:14, 8.14it/s [06/27 21:45:32] Vis4D INFO: Testing: 7550/12500, ETA: 0:10:07, 8.14it/s [06/27 21:45:38] Vis4D INFO: Testing: 7600/12500, ETA: 0:10:01, 8.15it/s [06/27 21:45:45] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:55, 8.15it/s [06/27 21:45:51] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:49, 8.15it/s [06/27 21:45:57] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:43, 8.15it/s [06/27 21:46:03] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:37, 8.14it/s [06/27 21:46:09] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:30, 8.15it/s [06/27 21:46:15] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:24, 8.14it/s [06/27 21:46:22] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:18, 8.14it/s [06/27 21:46:28] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:12, 8.14it/s [06/27 21:46:34] Vis4D INFO: Testing: 8050/12500, ETA: 0:09:06, 8.14it/s [06/27 21:46:40] Vis4D INFO: Testing: 8100/12500, ETA: 0:09:00, 8.14it/s [06/27 21:46:47] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:54, 8.14it/s [06/27 21:46:53] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:48, 8.14it/s [06/27 21:46:59] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:41, 8.14it/s [06/27 21:47:05] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:35, 8.14it/s [06/27 21:47:11] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:29, 8.14it/s [06/27 21:47:17] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:23, 8.14it/s [06/27 21:47:23] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:17, 8.14it/s [06/27 21:47:30] Vis4D INFO: Testing: 8500/12500, ETA: 0:08:11, 8.14it/s [06/27 21:47:36] Vis4D INFO: Testing: 8550/12500, ETA: 0:08:05, 8.14it/s [06/27 21:47:42] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:59, 8.14it/s [06/27 21:47:48] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:52, 8.14it/s [06/27 21:47:54] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:46, 8.14it/s [06/27 21:48:00] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:40, 8.14it/s [06/27 21:48:07] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:34, 8.14it/s [06/27 21:48:13] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:28, 8.14it/s [06/27 21:48:19] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:22, 8.14it/s [06/27 21:48:25] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:16, 8.14it/s [06/27 21:48:32] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:10, 8.13it/s [06/27 21:48:38] Vis4D INFO: Testing: 9050/12500, ETA: 0:07:04, 8.14it/s [06/27 21:48:44] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:57, 8.14it/s [06/27 21:48:50] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:51, 8.14it/s [06/27 21:48:56] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:45, 8.13it/s [06/27 21:49:03] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:39, 8.13it/s [06/27 21:49:09] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:33, 8.13it/s [06/27 21:49:15] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:27, 8.13it/s [06/27 21:49:22] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:21, 8.13it/s [06/27 21:49:28] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:15, 8.13it/s [06/27 21:49:34] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:08, 8.13it/s [06/27 21:49:40] Vis4D INFO: Testing: 9550/12500, ETA: 0:06:02, 8.13it/s [06/27 21:49:46] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:56, 8.13it/s [06/27 21:49:52] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:50, 8.13it/s [06/27 21:49:58] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:44, 8.13it/s [06/27 21:50:05] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:38, 8.13it/s [06/27 21:50:11] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:32, 8.13it/s [06/27 21:50:17] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:26, 8.13it/s [06/27 21:50:23] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:19, 8.13it/s [06/27 21:50:30] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:13, 8.13it/s [06/27 21:50:36] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:07, 8.13it/s [06/27 21:50:42] Vis4D INFO: Testing: 10050/12500, ETA: 0:05:01, 8.13it/s [06/27 21:50:48] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:55, 8.13it/s [06/27 21:50:54] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:49, 8.13it/s [06/27 21:51:01] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:43, 8.13it/s [06/27 21:51:07] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:36, 8.13it/s [06/27 21:51:13] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:30, 8.13it/s [06/27 21:51:19] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:24, 8.13it/s [06/27 21:51:25] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:18, 8.13it/s [06/27 21:51:31] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:12, 8.13it/s [06/27 21:51:38] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:06, 8.13it/s [06/27 21:51:44] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:59, 8.13it/s [06/27 21:51:50] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:53, 8.12it/s [06/27 21:51:56] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:47, 8.12it/s [06/27 21:52:02] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:41, 8.13it/s [06/27 21:52:09] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:35, 8.12it/s [06/27 21:52:15] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:29, 8.12it/s [06/27 21:52:21] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:23, 8.12it/s [06/27 21:52:27] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:16, 8.12it/s [06/27 21:52:34] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:10, 8.12it/s [06/27 21:52:40] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:04, 8.12it/s [06/27 21:52:46] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:58, 8.12it/s [06/27 21:52:52] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:52, 8.12it/s [06/27 21:52:59] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:46, 8.12it/s [06/27 21:53:05] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:40, 8.12it/s [06/27 21:53:11] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:33, 8.12it/s [06/27 21:53:17] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:27, 8.12it/s [06/27 21:53:23] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:21, 8.12it/s [06/27 21:53:30] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:15, 8.12it/s [06/27 21:53:36] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:09, 8.12it/s [06/27 21:53:42] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:03, 8.12it/s [06/27 21:53:48] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:57, 8.12it/s [06/27 21:53:55] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:50, 8.12it/s [06/27 21:54:01] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:44, 8.12it/s [06/27 21:54:07] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:38, 8.12it/s [06/27 21:54:13] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:32, 8.12it/s [06/27 21:54:19] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:26, 8.12it/s [06/27 21:54:26] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:20, 8.11it/s [06/27 21:54:32] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:13, 8.12it/s [06/27 21:54:38] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:07, 8.11it/s [06/27 21:54:44] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:01, 8.11it/s [06/27 21:54:51] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:55, 8.11it/s [06/27 21:54:57] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:49, 8.11it/s [06/27 21:55:03] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:43, 8.11it/s [06/27 21:55:09] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.11it/s [06/27 21:55:16] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.11it/s [06/27 21:55:22] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.11it/s [06/27 21:55:28] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.11it/s [06/27 21:55:34] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.11it/s [06/27 21:55:40] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.11it/s [06/27 21:55:47] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.11it/s [06/27 21:55:47] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 21:55:47] Vis4D INFO: mIoU: 57.5424 [06/27 21:55:47] Vis4D INFO: Showing evaluation results for mIoU [06/27 21:55:47] Vis4D INFO: mIoU: 57.542% unlabeled: (nan%), building: (44.795%), fence: (37.904%), other: (nan%), pedestrian: (53.735%), pole: (46.536%), road line: (67.558%), road: (88.766%), sidewalk: (55.411%), vegetation: (53.992%), vehicle: (78.100%), wall: (57.049%), traffic sign: (41.293%), sky: (72.562%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (53.083%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (54.808%) [06/27 21:55:47] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 21:55:47] Vis4D INFO: +-----------+-----------+----------------------+------------------------+-------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+----------------------+------------------------+-------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.9355742398225075 | 0.014870632921596759 | inf | 0.04809080583551917 | 0.046279935857465905 | 0.00012609519855401042 | 9.014929694872701e-05 | 0.003488236293138192 | 0.027438616787525596 | 0.005725241328488527 | 0.0207608876454674 | 0.09144634557686407 | 0.006434564444849749 | inf | inf | inf | inf | 0.04319630013237125 | inf | inf | inf | 0.006443122603079987 | | Class_2 | nan | 0.019508102571340724 | 0.4263626021289664 | inf | 0.009942320344858969 | 0.00836374564491902 | 5.5363606873806374e-05 | 0.00012791081790065984 | 0.0030945560953882316 | 0.004529998030475494 | 0.0015609772993795243 | 0.0087094069948155 | 0.004837008039943687 | 0.0001429181831529624 | inf | inf | inf | inf | 0.0012462671595471924 | inf | inf | inf | 0.010008450109607572 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.004073223321130502 | 0.002834665008288276 | inf | 0.6699128125470077 | 0.0014061823567958446 | 0.0001266887207258437 | 0.00026765504804058914 | 0.001456677738723434 | 0.0008340571247395166 | 0.0029625454073562694 | 0.0014225220544689479 | 0.001985515334100742 | 5.449711981812009e-07 | inf | inf | inf | inf | 0.00044516672154138115 | inf | inf | inf | 0.0009403134211128974 | | Class_5 | nan | 0.02253572269204226 | 0.006306919303220735 | inf | 0.008325085781363194 | 0.5315932888574686 | 9.181929313063798e-06 | 9.49167823249628e-05 | 0.002306225844244217 | 0.006233773384894233 | 0.0008035893845462607 | 0.004284775922466357 | 0.034045005288804414 | 0.001368492377426516 | inf | inf | inf | inf | 0.027939836834916063 | inf | inf | inf | 0.0039425299025429945 | | Class_6 | nan | 0.004576357006337327 | 0.00013950364407521148 | inf | 0.0011893939272002503 | 0.00022975370705396038 | 0.70777584349216 | 0.006652734263032673 | 0.008130156844250275 | 0.00017749698590428605 | 0.0006594591487311589 | 0.00040631126112612373 | 1.2835904289457192e-05 | 2.8921330953558075e-07 | inf | inf | inf | inf | 5.5751430022260254e-05 | inf | inf | inf | 0.0003275660749866584 | | Class_7 | nan | 0.12430707342837555 | 0.002149298442946901 | inf | 0.01909330407351863 | 0.0015020156460468532 | 0.04514235311333115 | 0.908677706850896 | 0.20916874218009193 | 0.0041347432141331944 | 0.013815529002980458 | 0.006857281725922791 | 0.00011085553704531212 | 1.6269752687973445e-05 | inf | inf | inf | inf | 0.00017355128354036938 | inf | inf | inf | 0.003433215957415088 | | Class_8 | nan | 0.050165416233484555 | 0.004966541271242327 | inf | 0.01516763367209479 | 0.005805474820322129 | 0.0008481573150300516 | 0.006844420875921405 | 0.7149646561213533 | 0.0010391584242166031 | 0.003034077816445531 | 0.015709038806374503 | 8.985133002620034e-05 | 5.008335200947967e-06 | inf | inf | inf | inf | 3.0179493111223526e-05 | inf | inf | inf | 0.007473078659950543 | | Class_9 | nan | 0.22226543038679458 | 0.048859527210353144 | inf | 0.036719557585558844 | 0.020999885060251945 | 0.00021679103900224965 | 0.00046804472893838305 | 0.0050392030698258195 | 0.6739669605672147 | 0.003517482304261057 | 0.008401450187839525 | 0.04210039324543141 | 0.009151875504673557 | inf | inf | inf | inf | 0.016992744058892246 | inf | inf | inf | 0.09211429585220393 | | Class_10 | nan | 0.02967512173934636 | 0.006118580669624342 | inf | 0.08435526153682137 | 0.003429094967748248 | 0.001075108888354876 | 0.007993635940803325 | 0.03824101101661559 | 0.0015795506549333266 | 0.809701880530118 | 0.015699609008754382 | 0.08276632270561643 | 5.3797930868380337e-05 | inf | inf | inf | inf | 0.00194803636513731 | inf | inf | inf | 0.0021003379113315058 | | Class_11 | nan | 0.04468486178836171 | 0.004547687784943014 | inf | 0.01131075641522371 | 0.0031369633673298467 | 2.4560512729672767e-05 | 0.00035195053461797745 | 0.002071304758299206 | 0.0022218877188937758 | 0.0016554146933808358 | 0.6242394088078946 | 0.00481627839772221 | 8.478572099910208e-05 | inf | inf | inf | inf | 0.0001398009343740011 | inf | inf | inf | 0.006636536142544331 | | Class_12 | nan | 0.00157396868490994 | 0.00036415300948147006 | inf | 0.000890939660237655 | 0.001701934884981746 | 1.0036883870109368e-05 | 5.319289095339204e-07 | 7.985293782399677e-07 | 0.00029261739754226073 | 0.00011968913683516585 | 0.00023933219898771046 | 0.5319898877785031 | 2.4269853575436353e-05 | nan | inf | inf | inf | 0.0057467744706829835 | inf | inf | inf | 0.00044371491713911384 | | Class_13 | nan | 0.4935967117106869 | 0.0043766751758100185 | inf | 0.0013513771955364403 | 0.03948338255840874 | 4.052201970790372e-06 | 1.5545804464011527e-05 | 2.1318201749859737e-05 | 0.16130612934726987 | 0.0006770116427957703 | 0.0007402290224382842 | 0.008232001762706 | 0.7388227146793919 | inf | inf | inf | inf | 0.024972225075280748 | inf | inf | nan | 0.00816016071142215 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.002321538990880048 | 0.0005318843111718657 | inf | 0.0003834824922397645 | 0.005002738495091655 | 1.0598610211308731e-08 | 2.089941155351421e-07 | 2.860403742949138e-07 | 0.0005176622622102145 | 6.465501123182548e-05 | 3.242911942392927e-05 | 0.007710809135594512 | 0.00013112323974332334 | nan | inf | inf | inf | 0.5966691592265833 | inf | inf | inf | 0.00021737942578933063 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.06929706708725146 | 0.028771627474464143 | inf | 0.009886467104615045 | 0.004978393820684604 | 2.1395061146561892e-05 | 0.0007695370723321179 | 0.01727337409235851 | 0.037962282736248854 | 0.00215940729367431 | 0.010948055581406773 | 0.010162535496080245 | 0.0007780165244000915 | inf | inf | inf | inf | 0.0011388727037811718 | inf | inf | inf | 0.6260414894400375 | +-----------+-----------+----------------------+------------------------+-------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 21:55:56] Vis4D INFO: Epoch 2: 25050/75000, ETA: 0:51:31, 16.15it/s, loss: 0.2093, loss_seg: 0.2093, _pixel_acc: 0.9311 [06/27 21:56:05] Vis4D INFO: Epoch 2: 25100/75000, ETA: 0:51:41, 16.09it/s, loss: 0.2070, loss_seg: 0.2070, _pixel_acc: 0.9308 [06/27 21:56:15] Vis4D INFO: Epoch 2: 25150/75000, ETA: 0:51:50, 16.03it/s, loss: 0.2087, loss_seg: 0.2087, _pixel_acc: 0.9313 [06/27 21:56:25] Vis4D INFO: Epoch 2: 25200/75000, ETA: 0:52:00, 15.96it/s, loss: 0.2290, loss_seg: 0.2290, _pixel_acc: 0.9259 [06/27 21:56:34] Vis4D INFO: Epoch 2: 25250/75000, ETA: 0:52:09, 15.90it/s, loss: 0.2108, loss_seg: 0.2108, _pixel_acc: 0.9300 [06/27 21:56:43] Vis4D INFO: Epoch 2: 25300/75000, ETA: 0:52:17, 15.84it/s, loss: 0.2478, loss_seg: 0.2478, _pixel_acc: 0.9180 [06/27 21:56:52] Vis4D INFO: Epoch 2: 25350/75000, ETA: 0:52:26, 15.78it/s, loss: 0.2094, loss_seg: 0.2094, _pixel_acc: 0.9337 [06/27 21:57:01] Vis4D INFO: Epoch 2: 25400/75000, ETA: 0:52:34, 15.72it/s, loss: 0.2406, loss_seg: 0.2406, _pixel_acc: 0.9216 [06/27 21:57:10] Vis4D INFO: Epoch 2: 25450/75000, ETA: 0:52:42, 15.67it/s, loss: 0.2296, loss_seg: 0.2296, _pixel_acc: 0.9248 [06/27 21:57:18] Vis4D INFO: Epoch 2: 25500/75000, ETA: 0:52:49, 15.62it/s, loss: 0.2093, loss_seg: 0.2093, _pixel_acc: 0.9315 [06/27 21:57:28] Vis4D INFO: Epoch 2: 25550/75000, ETA: 0:52:58, 15.56it/s, loss: 0.2149, loss_seg: 0.2149, _pixel_acc: 0.9289 [06/27 21:57:37] Vis4D INFO: Epoch 2: 25600/75000, ETA: 0:53:06, 15.50it/s, loss: 0.2185, loss_seg: 0.2185, _pixel_acc: 0.9279 [06/27 21:57:45] Vis4D INFO: Epoch 2: 25650/75000, ETA: 0:53:13, 15.46it/s, loss: 0.2150, loss_seg: 0.2150, _pixel_acc: 0.9295 [06/27 21:57:54] Vis4D INFO: Epoch 2: 25700/75000, ETA: 0:53:20, 15.40it/s, loss: 0.2352, loss_seg: 0.2352, _pixel_acc: 0.9231 [06/27 21:58:02] Vis4D INFO: Epoch 2: 25750/75000, ETA: 0:53:26, 15.36it/s, loss: 0.2123, loss_seg: 0.2123, _pixel_acc: 0.9291 [06/27 21:58:10] Vis4D INFO: Epoch 2: 25800/75000, ETA: 0:53:33, 15.31it/s, loss: 0.2298, loss_seg: 0.2298, _pixel_acc: 0.9251 [06/27 21:58:19] Vis4D INFO: Epoch 2: 25850/75000, ETA: 0:53:39, 15.27it/s, loss: 0.2310, loss_seg: 0.2310, _pixel_acc: 0.9244 [06/27 21:58:27] Vis4D INFO: Epoch 2: 25900/75000, ETA: 0:53:45, 15.22it/s, loss: 0.2400, loss_seg: 0.2400, _pixel_acc: 0.9231 [06/27 21:58:35] Vis4D INFO: Epoch 2: 25950/75000, ETA: 0:53:52, 15.18it/s, loss: 0.2007, loss_seg: 0.2007, _pixel_acc: 0.9345 [06/27 21:58:43] Vis4D INFO: Epoch 2: 26000/75000, ETA: 0:53:57, 15.14it/s, loss: 0.2144, loss_seg: 0.2144, _pixel_acc: 0.9299 [06/27 21:58:52] Vis4D INFO: Epoch 2: 26050/75000, ETA: 0:54:03, 15.09it/s, loss: 0.2286, loss_seg: 0.2286, _pixel_acc: 0.9253 [06/27 21:59:02] Vis4D INFO: Epoch 2: 26100/75000, ETA: 0:54:13, 15.03it/s, loss: 0.2292, loss_seg: 0.2292, _pixel_acc: 0.9241 [06/27 21:59:10] Vis4D INFO: Epoch 2: 26150/75000, ETA: 0:54:18, 14.99it/s, loss: 0.2243, loss_seg: 0.2243, _pixel_acc: 0.9258 [06/27 21:59:18] Vis4D INFO: Epoch 2: 26200/75000, ETA: 0:54:23, 14.95it/s, loss: 0.2330, loss_seg: 0.2330, _pixel_acc: 0.9254 [06/27 21:59:26] Vis4D INFO: Epoch 2: 26250/75000, ETA: 0:54:28, 14.91it/s, loss: 0.2092, loss_seg: 0.2092, _pixel_acc: 0.9309 [06/27 21:59:34] Vis4D INFO: Epoch 2: 26300/75000, ETA: 0:54:34, 14.87it/s, loss: 0.1934, loss_seg: 0.1934, _pixel_acc: 0.9373 [06/27 21:59:41] Vis4D INFO: Epoch 2: 26350/75000, ETA: 0:54:39, 14.84it/s, loss: 0.2090, loss_seg: 0.2090, _pixel_acc: 0.9322 [06/27 21:59:50] Vis4D INFO: Epoch 2: 26400/75000, ETA: 0:54:46, 14.79it/s, loss: 0.2241, loss_seg: 0.2241, _pixel_acc: 0.9272 [06/27 21:59:59] Vis4D INFO: Epoch 2: 26450/75000, ETA: 0:54:51, 14.75it/s, loss: 0.2385, loss_seg: 0.2385, _pixel_acc: 0.9214 [06/27 22:00:07] Vis4D INFO: Epoch 2: 26500/75000, ETA: 0:54:56, 14.71it/s, loss: 0.2011, loss_seg: 0.2011, _pixel_acc: 0.9336 [06/27 22:00:15] Vis4D INFO: Epoch 2: 26550/75000, ETA: 0:55:02, 14.67it/s, loss: 0.2378, loss_seg: 0.2378, _pixel_acc: 0.9207 [06/27 22:00:23] Vis4D INFO: Epoch 2: 26600/75000, ETA: 0:55:06, 14.64it/s, loss: 0.2175, loss_seg: 0.2175, _pixel_acc: 0.9293 [06/27 22:00:31] Vis4D INFO: Epoch 2: 26650/75000, ETA: 0:55:11, 14.60it/s, loss: 0.2401, loss_seg: 0.2401, _pixel_acc: 0.9216 [06/27 22:00:39] Vis4D INFO: Epoch 2: 26700/75000, ETA: 0:55:16, 14.56it/s, loss: 0.2303, loss_seg: 0.2303, _pixel_acc: 0.9243 [06/27 22:00:46] Vis4D INFO: Epoch 2: 26750/75000, ETA: 0:55:20, 14.53it/s, loss: 0.2329, loss_seg: 0.2329, _pixel_acc: 0.9259 [06/27 22:00:56] Vis4D INFO: Epoch 2: 26800/75000, ETA: 0:55:28, 14.48it/s, loss: 0.2155, loss_seg: 0.2155, _pixel_acc: 0.9300 [06/27 22:01:06] Vis4D INFO: Epoch 2: 26850/75000, ETA: 0:55:36, 14.43it/s, loss: 0.2362, loss_seg: 0.2362, _pixel_acc: 0.9216 [06/27 22:01:15] Vis4D INFO: Epoch 2: 26900/75000, ETA: 0:55:43, 14.39it/s, loss: 0.2211, loss_seg: 0.2211, _pixel_acc: 0.9268 [06/27 22:01:24] Vis4D INFO: Epoch 2: 26950/75000, ETA: 0:55:49, 14.35it/s, loss: 0.2211, loss_seg: 0.2211, _pixel_acc: 0.9270 [06/27 22:01:32] Vis4D INFO: Epoch 2: 27000/75000, ETA: 0:55:54, 14.31it/s, loss: 0.2276, loss_seg: 0.2276, _pixel_acc: 0.9236 [06/27 22:01:40] Vis4D INFO: Epoch 2: 27050/75000, ETA: 0:55:59, 14.27it/s, loss: 0.2365, loss_seg: 0.2365, _pixel_acc: 0.9238 [06/27 22:01:48] Vis4D INFO: Epoch 2: 27100/75000, ETA: 0:56:03, 14.24it/s, loss: 0.2330, loss_seg: 0.2330, _pixel_acc: 0.9257 [06/27 22:01:56] Vis4D INFO: Epoch 2: 27150/75000, ETA: 0:56:07, 14.21it/s, loss: 0.2373, loss_seg: 0.2373, _pixel_acc: 0.9236 [06/27 22:02:04] Vis4D INFO: Epoch 2: 27200/75000, ETA: 0:56:12, 14.17it/s, loss: 0.2174, loss_seg: 0.2174, _pixel_acc: 0.9275 [06/27 22:02:12] Vis4D INFO: Epoch 2: 27250/75000, ETA: 0:56:15, 14.14it/s, loss: 0.2361, loss_seg: 0.2361, _pixel_acc: 0.9238 [06/27 22:02:21] Vis4D INFO: Epoch 2: 27300/75000, ETA: 0:56:21, 14.11it/s, loss: 0.2318, loss_seg: 0.2318, _pixel_acc: 0.9238 [06/27 22:02:29] Vis4D INFO: Epoch 2: 27350/75000, ETA: 0:56:25, 14.08it/s, loss: 0.2374, loss_seg: 0.2374, _pixel_acc: 0.9207 [06/27 22:02:37] Vis4D INFO: Epoch 2: 27400/75000, ETA: 0:56:29, 14.04it/s, loss: 0.2512, loss_seg: 0.2512, _pixel_acc: 0.9185 [06/27 22:02:44] Vis4D INFO: Epoch 2: 27450/75000, ETA: 0:56:33, 14.01it/s, loss: 0.2077, loss_seg: 0.2077, _pixel_acc: 0.9321 [06/27 22:02:52] Vis4D INFO: Epoch 2: 27500/75000, ETA: 0:56:37, 13.98it/s, loss: 0.2792, loss_seg: 0.2792, _pixel_acc: 0.9095 [06/27 22:03:00] Vis4D INFO: Epoch 2: 27550/75000, ETA: 0:56:40, 13.95it/s, loss: 0.2905, loss_seg: 0.2905, _pixel_acc: 0.9073 [06/27 22:03:08] Vis4D INFO: Epoch 2: 27600/75000, ETA: 0:56:43, 13.92it/s, loss: 0.2407, loss_seg: 0.2407, _pixel_acc: 0.9241 [06/27 22:03:15] Vis4D INFO: Epoch 2: 27650/75000, ETA: 0:56:47, 13.90it/s, loss: 0.2342, loss_seg: 0.2342, _pixel_acc: 0.9260 [06/27 22:03:23] Vis4D INFO: Epoch 2: 27700/75000, ETA: 0:56:50, 13.87it/s, loss: 0.2153, loss_seg: 0.2153, _pixel_acc: 0.9282 [06/27 22:03:30] Vis4D INFO: Epoch 2: 27750/75000, ETA: 0:56:53, 13.84it/s, loss: 0.2167, loss_seg: 0.2167, _pixel_acc: 0.9281 [06/27 22:03:37] Vis4D INFO: Epoch 2: 27800/75000, ETA: 0:56:55, 13.82it/s, loss: 0.2171, loss_seg: 0.2171, _pixel_acc: 0.9305 [06/27 22:03:45] Vis4D INFO: Epoch 2: 27850/75000, ETA: 0:56:59, 13.79it/s, loss: 0.2078, loss_seg: 0.2078, _pixel_acc: 0.9313 [06/27 22:03:52] Vis4D INFO: Epoch 2: 27900/75000, ETA: 0:57:01, 13.77it/s, loss: 0.2073, loss_seg: 0.2073, _pixel_acc: 0.9319 [06/27 22:03:59] Vis4D INFO: Epoch 2: 27950/75000, ETA: 0:57:03, 13.74it/s, loss: 0.2175, loss_seg: 0.2175, _pixel_acc: 0.9271 [06/27 22:04:07] Vis4D INFO: Epoch 2: 28000/75000, ETA: 0:57:06, 13.72it/s, loss: 0.2176, loss_seg: 0.2176, _pixel_acc: 0.9292 [06/27 22:04:14] Vis4D INFO: Epoch 2: 28050/75000, ETA: 0:57:09, 13.69it/s, loss: 0.2411, loss_seg: 0.2411, _pixel_acc: 0.9210 [06/27 22:04:21] Vis4D INFO: Epoch 2: 28100/75000, ETA: 0:57:11, 13.67it/s, loss: 0.2394, loss_seg: 0.2394, _pixel_acc: 0.9216 [06/27 22:04:29] Vis4D INFO: Epoch 2: 28150/75000, ETA: 0:57:13, 13.64it/s, loss: 0.2226, loss_seg: 0.2226, _pixel_acc: 0.9276 [06/27 22:04:36] Vis4D INFO: Epoch 2: 28200/75000, ETA: 0:57:15, 13.62it/s, loss: 0.1985, loss_seg: 0.1985, _pixel_acc: 0.9358 [06/27 22:04:44] Vis4D INFO: Epoch 2: 28250/75000, ETA: 0:57:19, 13.59it/s, loss: 0.2157, loss_seg: 0.2157, _pixel_acc: 0.9288 [06/27 22:04:52] Vis4D INFO: Epoch 2: 28300/75000, ETA: 0:57:23, 13.56it/s, loss: 0.2143, loss_seg: 0.2143, _pixel_acc: 0.9313 [06/27 22:05:00] Vis4D INFO: Epoch 2: 28350/75000, ETA: 0:57:25, 13.54it/s, loss: 0.1862, loss_seg: 0.1862, _pixel_acc: 0.9386 [06/27 22:05:06] Vis4D INFO: Epoch 2: 28400/75000, ETA: 0:57:27, 13.52it/s, loss: 0.2224, loss_seg: 0.2224, _pixel_acc: 0.9286 [06/27 22:05:13] Vis4D INFO: Epoch 2: 28450/75000, ETA: 0:57:28, 13.50it/s, loss: 0.2193, loss_seg: 0.2193, _pixel_acc: 0.9267 [06/27 22:05:21] Vis4D INFO: Epoch 2: 28500/75000, ETA: 0:57:31, 13.47it/s, loss: 0.2098, loss_seg: 0.2098, _pixel_acc: 0.9305 [06/27 22:05:29] Vis4D INFO: Epoch 2: 28550/75000, ETA: 0:57:35, 13.44it/s, loss: 0.2098, loss_seg: 0.2098, _pixel_acc: 0.9308 [06/27 22:05:36] Vis4D INFO: Epoch 2: 28600/75000, ETA: 0:57:36, 13.42it/s, loss: 0.2139, loss_seg: 0.2139, _pixel_acc: 0.9306 [06/27 22:05:43] Vis4D INFO: Epoch 2: 28650/75000, ETA: 0:57:38, 13.40it/s, loss: 0.2202, loss_seg: 0.2202, _pixel_acc: 0.9285 [06/27 22:05:50] Vis4D INFO: Epoch 2: 28700/75000, ETA: 0:57:39, 13.39it/s, loss: 0.2291, loss_seg: 0.2291, _pixel_acc: 0.9241 [06/27 22:05:56] Vis4D INFO: Epoch 2: 28750/75000, ETA: 0:57:40, 13.37it/s, loss: 0.2336, loss_seg: 0.2336, _pixel_acc: 0.9212 [06/27 22:06:04] Vis4D INFO: Epoch 2: 28800/75000, ETA: 0:57:42, 13.34it/s, loss: 0.2148, loss_seg: 0.2148, _pixel_acc: 0.9286 [06/27 22:06:11] Vis4D INFO: Epoch 2: 28850/75000, ETA: 0:57:44, 13.32it/s, loss: 0.2042, loss_seg: 0.2042, _pixel_acc: 0.9324 [06/27 22:06:18] Vis4D INFO: Epoch 2: 28900/75000, ETA: 0:57:45, 13.30it/s, loss: 0.2050, loss_seg: 0.2050, _pixel_acc: 0.9317 [06/27 22:06:25] Vis4D INFO: Epoch 2: 28950/75000, ETA: 0:57:47, 13.28it/s, loss: 0.1905, loss_seg: 0.1905, _pixel_acc: 0.9366 [06/27 22:06:33] Vis4D INFO: Epoch 2: 29000/75000, ETA: 0:57:49, 13.26it/s, loss: 0.2162, loss_seg: 0.2162, _pixel_acc: 0.9289 [06/27 22:06:40] Vis4D INFO: Epoch 2: 29050/75000, ETA: 0:57:50, 13.24it/s, loss: 0.1797, loss_seg: 0.1797, _pixel_acc: 0.9406 [06/27 22:06:47] Vis4D INFO: Epoch 2: 29100/75000, ETA: 0:57:51, 13.22it/s, loss: 0.2293, loss_seg: 0.2293, _pixel_acc: 0.9219 [06/27 22:06:53] Vis4D INFO: Epoch 2: 29150/75000, ETA: 0:57:52, 13.20it/s, loss: 0.1984, loss_seg: 0.1984, _pixel_acc: 0.9355 [06/27 22:07:00] Vis4D INFO: Epoch 2: 29200/75000, ETA: 0:57:53, 13.19it/s, loss: 0.2025, loss_seg: 0.2025, _pixel_acc: 0.9333 [06/27 22:07:07] Vis4D INFO: Epoch 2: 29250/75000, ETA: 0:57:54, 13.17it/s, loss: 0.1950, loss_seg: 0.1950, _pixel_acc: 0.9353 [06/27 22:07:14] Vis4D INFO: Epoch 2: 29300/75000, ETA: 0:57:56, 13.15it/s, loss: 0.2082, loss_seg: 0.2082, _pixel_acc: 0.9307 [06/27 22:07:21] Vis4D INFO: Epoch 2: 29350/75000, ETA: 0:57:57, 13.13it/s, loss: 0.2122, loss_seg: 0.2122, _pixel_acc: 0.9317 [06/27 22:07:28] Vis4D INFO: Epoch 2: 29400/75000, ETA: 0:57:58, 13.11it/s, loss: 0.2285, loss_seg: 0.2285, _pixel_acc: 0.9283 [06/27 22:07:35] Vis4D INFO: Epoch 2: 29450/75000, ETA: 0:58:00, 13.09it/s, loss: 0.2173, loss_seg: 0.2173, _pixel_acc: 0.9285 [06/27 22:07:43] Vis4D INFO: Epoch 2: 29500/75000, ETA: 0:58:01, 13.07it/s, loss: 0.2321, loss_seg: 0.2321, _pixel_acc: 0.9245 [06/27 22:07:49] Vis4D INFO: Epoch 2: 29550/75000, ETA: 0:58:02, 13.05it/s, loss: 0.2411, loss_seg: 0.2411, _pixel_acc: 0.9199 [06/27 22:07:56] Vis4D INFO: Epoch 2: 29600/75000, ETA: 0:58:03, 13.03it/s, loss: 0.2060, loss_seg: 0.2060, _pixel_acc: 0.9325 [06/27 22:08:03] Vis4D INFO: Epoch 2: 29650/75000, ETA: 0:58:04, 13.02it/s, loss: 0.2280, loss_seg: 0.2280, _pixel_acc: 0.9260 [06/27 22:08:11] Vis4D INFO: Epoch 2: 29700/75000, ETA: 0:58:05, 13.00it/s, loss: 0.2534, loss_seg: 0.2534, _pixel_acc: 0.9182 [06/27 22:08:18] Vis4D INFO: Epoch 2: 29750/75000, ETA: 0:58:06, 12.98it/s, loss: 0.2190, loss_seg: 0.2190, _pixel_acc: 0.9275 [06/27 22:08:24] Vis4D INFO: Epoch 2: 29800/75000, ETA: 0:58:06, 12.96it/s, loss: 0.2190, loss_seg: 0.2190, _pixel_acc: 0.9282 [06/27 22:08:31] Vis4D INFO: Epoch 2: 29850/75000, ETA: 0:58:07, 12.95it/s, loss: 0.1930, loss_seg: 0.1930, _pixel_acc: 0.9365 [06/27 22:08:38] Vis4D INFO: Epoch 2: 29900/75000, ETA: 0:58:08, 12.93it/s, loss: 0.2480, loss_seg: 0.2480, _pixel_acc: 0.9176 [06/27 22:08:44] Vis4D INFO: Epoch 2: 29950/75000, ETA: 0:58:08, 12.92it/s, loss: 0.2329, loss_seg: 0.2329, _pixel_acc: 0.9234 [06/27 22:08:51] Vis4D INFO: Epoch 2: 30000/75000, ETA: 0:58:08, 12.90it/s, loss: 0.2481, loss_seg: 0.2481, _pixel_acc: 0.9200 [06/27 22:08:58] Vis4D INFO: Epoch 2: 30050/75000, ETA: 0:58:08, 12.88it/s, loss: 0.2463, loss_seg: 0.2463, _pixel_acc: 0.9181 [06/27 22:09:05] Vis4D INFO: Epoch 2: 30100/75000, ETA: 0:58:09, 12.87it/s, loss: 0.2136, loss_seg: 0.2136, _pixel_acc: 0.9312 [06/27 22:09:14] Vis4D INFO: Epoch 2: 30150/75000, ETA: 0:58:13, 12.84it/s, loss: 0.2344, loss_seg: 0.2344, _pixel_acc: 0.9224 [06/27 22:09:21] Vis4D INFO: Epoch 2: 30200/75000, ETA: 0:58:13, 12.82it/s, loss: 0.2155, loss_seg: 0.2155, _pixel_acc: 0.9286 [06/27 22:09:27] Vis4D INFO: Epoch 2: 30250/75000, ETA: 0:58:13, 12.81it/s, loss: 0.2314, loss_seg: 0.2314, _pixel_acc: 0.9228 [06/27 22:09:35] Vis4D INFO: Epoch 2: 30300/75000, ETA: 0:58:15, 12.79it/s, loss: 0.2100, loss_seg: 0.2100, _pixel_acc: 0.9317 [06/27 22:09:42] Vis4D INFO: Epoch 2: 30350/75000, ETA: 0:58:15, 12.77it/s, loss: 0.2601, loss_seg: 0.2601, _pixel_acc: 0.9187 [06/27 22:09:48] Vis4D INFO: Epoch 2: 30400/75000, ETA: 0:58:15, 12.76it/s, loss: 0.2137, loss_seg: 0.2137, _pixel_acc: 0.9286 [06/27 22:09:55] Vis4D INFO: Epoch 2: 30450/75000, ETA: 0:58:15, 12.75it/s, loss: 0.2493, loss_seg: 0.2493, _pixel_acc: 0.9182 [06/27 22:10:02] Vis4D INFO: Epoch 2: 30500/75000, ETA: 0:58:15, 12.73it/s, loss: 0.2625, loss_seg: 0.2625, _pixel_acc: 0.9168 [06/27 22:10:07] Vis4D INFO: Epoch 2: 30550/75000, ETA: 0:58:14, 12.72it/s, loss: 0.2518, loss_seg: 0.2518, _pixel_acc: 0.9172 [06/27 22:10:14] Vis4D INFO: Epoch 2: 30600/75000, ETA: 0:58:14, 12.71it/s, loss: 0.2637, loss_seg: 0.2637, _pixel_acc: 0.9173 [06/27 22:10:20] Vis4D INFO: Epoch 2: 30650/75000, ETA: 0:58:13, 12.69it/s, loss: 0.2354, loss_seg: 0.2354, _pixel_acc: 0.9242 [06/27 22:10:27] Vis4D INFO: Epoch 2: 30700/75000, ETA: 0:58:14, 12.68it/s, loss: 0.2306, loss_seg: 0.2306, _pixel_acc: 0.9243 [06/27 22:10:33] Vis4D INFO: Epoch 2: 30750/75000, ETA: 0:58:12, 12.67it/s, loss: 0.2326, loss_seg: 0.2326, _pixel_acc: 0.9230 [06/27 22:10:39] Vis4D INFO: Epoch 2: 30800/75000, ETA: 0:58:12, 12.65it/s, loss: 0.2122, loss_seg: 0.2122, _pixel_acc: 0.9295 [06/27 22:10:46] Vis4D INFO: Epoch 2: 30850/75000, ETA: 0:58:12, 12.64it/s, loss: 0.2149, loss_seg: 0.2149, _pixel_acc: 0.9290 [06/27 22:10:53] Vis4D INFO: Epoch 2: 30900/75000, ETA: 0:58:12, 12.63it/s, loss: 0.2365, loss_seg: 0.2365, _pixel_acc: 0.9219 [06/27 22:11:00] Vis4D INFO: Epoch 2: 30950/75000, ETA: 0:58:12, 12.61it/s, loss: 0.2222, loss_seg: 0.2222, _pixel_acc: 0.9268 [06/27 22:11:07] Vis4D INFO: Epoch 2: 31000/75000, ETA: 0:58:13, 12.59it/s, loss: 0.2228, loss_seg: 0.2228, _pixel_acc: 0.9268 [06/27 22:11:14] Vis4D INFO: Epoch 2: 31050/75000, ETA: 0:58:13, 12.58it/s, loss: 0.2823, loss_seg: 0.2823, _pixel_acc: 0.9097 [06/27 22:11:20] Vis4D INFO: Epoch 2: 31100/75000, ETA: 0:58:12, 12.57it/s, loss: 0.2359, loss_seg: 0.2359, _pixel_acc: 0.9241 [06/27 22:11:26] Vis4D INFO: Epoch 2: 31150/75000, ETA: 0:58:11, 12.56it/s, loss: 0.2133, loss_seg: 0.2133, _pixel_acc: 0.9296 [06/27 22:11:33] Vis4D INFO: Epoch 2: 31200/75000, ETA: 0:58:11, 12.54it/s, loss: 0.2235, loss_seg: 0.2235, _pixel_acc: 0.9264 [06/27 22:11:39] Vis4D INFO: Epoch 2: 31250/75000, ETA: 0:58:10, 12.53it/s, loss: 0.2118, loss_seg: 0.2118, _pixel_acc: 0.9294 [06/27 22:11:46] Vis4D INFO: Epoch 2: 31300/75000, ETA: 0:58:10, 12.52it/s, loss: 0.2394, loss_seg: 0.2394, _pixel_acc: 0.9232 [06/27 22:11:52] Vis4D INFO: Epoch 2: 31350/75000, ETA: 0:58:10, 12.51it/s, loss: 0.2330, loss_seg: 0.2330, _pixel_acc: 0.9251 [06/27 22:11:59] Vis4D INFO: Epoch 2: 31400/75000, ETA: 0:58:09, 12.49it/s, loss: 0.2201, loss_seg: 0.2201, _pixel_acc: 0.9280 [06/27 22:12:05] Vis4D INFO: Epoch 2: 31450/75000, ETA: 0:58:08, 12.48it/s, loss: 0.1996, loss_seg: 0.1996, _pixel_acc: 0.9358 [06/27 22:12:12] Vis4D INFO: Epoch 2: 31500/75000, ETA: 0:58:08, 12.47it/s, loss: 0.2006, loss_seg: 0.2006, _pixel_acc: 0.9345 [06/27 22:12:17] Vis4D INFO: Epoch 2: 31550/75000, ETA: 0:58:07, 12.46it/s, loss: 0.2371, loss_seg: 0.2371, _pixel_acc: 0.9212 [06/27 22:12:24] Vis4D INFO: Epoch 2: 31600/75000, ETA: 0:58:06, 12.45it/s, loss: 0.2314, loss_seg: 0.2314, _pixel_acc: 0.9239 [06/27 22:12:30] Vis4D INFO: Epoch 2: 31650/75000, ETA: 0:58:05, 12.44it/s, loss: 0.2259, loss_seg: 0.2259, _pixel_acc: 0.9252 [06/27 22:12:37] Vis4D INFO: Epoch 2: 31700/75000, ETA: 0:58:05, 12.42it/s, loss: 0.2335, loss_seg: 0.2335, _pixel_acc: 0.9240 [06/27 22:12:44] Vis4D INFO: Epoch 2: 31750/75000, ETA: 0:58:04, 12.41it/s, loss: 0.2173, loss_seg: 0.2173, _pixel_acc: 0.9275 [06/27 22:12:50] Vis4D INFO: Epoch 2: 31800/75000, ETA: 0:58:03, 12.40it/s, loss: 0.2314, loss_seg: 0.2314, _pixel_acc: 0.9249 [06/27 22:12:56] Vis4D INFO: Epoch 2: 31850/75000, ETA: 0:58:02, 12.39it/s, loss: 0.1999, loss_seg: 0.1999, _pixel_acc: 0.9349 [06/27 22:13:02] Vis4D INFO: Epoch 2: 31900/75000, ETA: 0:58:01, 12.38it/s, loss: 0.2465, loss_seg: 0.2465, _pixel_acc: 0.9193 [06/27 22:13:08] Vis4D INFO: Epoch 2: 31950/75000, ETA: 0:58:00, 12.37it/s, loss: 0.2272, loss_seg: 0.2272, _pixel_acc: 0.9239 [06/27 22:13:15] Vis4D INFO: Epoch 2: 32000/75000, ETA: 0:57:59, 12.36it/s, loss: 0.1999, loss_seg: 0.1999, _pixel_acc: 0.9338 [06/27 22:13:22] Vis4D INFO: Epoch 2: 32050/75000, ETA: 0:57:59, 12.34it/s, loss: 0.2153, loss_seg: 0.2153, _pixel_acc: 0.9271 [06/27 22:13:28] Vis4D INFO: Epoch 2: 32100/75000, ETA: 0:57:58, 12.33it/s, loss: 0.2146, loss_seg: 0.2146, _pixel_acc: 0.9293 [06/27 22:13:35] Vis4D INFO: Epoch 2: 32150/75000, ETA: 0:57:57, 12.32it/s, loss: 0.2124, loss_seg: 0.2124, _pixel_acc: 0.9296 [06/27 22:13:41] Vis4D INFO: Epoch 2: 32200/75000, ETA: 0:57:57, 12.31it/s, loss: 0.2176, loss_seg: 0.2176, _pixel_acc: 0.9278 [06/27 22:13:48] Vis4D INFO: Epoch 2: 32250/75000, ETA: 0:57:55, 12.30it/s, loss: 0.2483, loss_seg: 0.2483, _pixel_acc: 0.9208 [06/27 22:13:54] Vis4D INFO: Epoch 2: 32300/75000, ETA: 0:57:54, 12.29it/s, loss: 0.2663, loss_seg: 0.2663, _pixel_acc: 0.9130 [06/27 22:14:00] Vis4D INFO: Epoch 2: 32350/75000, ETA: 0:57:53, 12.28it/s, loss: 0.2386, loss_seg: 0.2386, _pixel_acc: 0.9221 [06/27 22:14:07] Vis4D INFO: Epoch 2: 32400/75000, ETA: 0:57:52, 12.27it/s, loss: 0.2156, loss_seg: 0.2156, _pixel_acc: 0.9279 [06/27 22:14:13] Vis4D INFO: Epoch 2: 32450/75000, ETA: 0:57:51, 12.26it/s, loss: 0.2170, loss_seg: 0.2170, _pixel_acc: 0.9304 [06/27 22:14:19] Vis4D INFO: Epoch 2: 32500/75000, ETA: 0:57:50, 12.25it/s, loss: 0.1925, loss_seg: 0.1925, _pixel_acc: 0.9372 [06/27 22:14:26] Vis4D INFO: Epoch 2: 32550/75000, ETA: 0:57:49, 12.24it/s, loss: 0.2631, loss_seg: 0.2631, _pixel_acc: 0.9163 [06/27 22:14:32] Vis4D INFO: Epoch 2: 32600/75000, ETA: 0:57:48, 12.22it/s, loss: 0.2230, loss_seg: 0.2230, _pixel_acc: 0.9267 [06/27 22:14:39] Vis4D INFO: Epoch 2: 32650/75000, ETA: 0:57:47, 12.21it/s, loss: 0.2119, loss_seg: 0.2119, _pixel_acc: 0.9300 [06/27 22:14:45] Vis4D INFO: Epoch 2: 32700/75000, ETA: 0:57:46, 12.20it/s, loss: 0.2053, loss_seg: 0.2053, _pixel_acc: 0.9326 [06/27 22:14:51] Vis4D INFO: Epoch 2: 32750/75000, ETA: 0:57:44, 12.19it/s, loss: 0.2049, loss_seg: 0.2049, _pixel_acc: 0.9330 [06/27 22:14:58] Vis4D INFO: Epoch 2: 32800/75000, ETA: 0:57:43, 12.18it/s, loss: 0.2184, loss_seg: 0.2184, _pixel_acc: 0.9279 [06/27 22:15:04] Vis4D INFO: Epoch 2: 32850/75000, ETA: 0:57:42, 12.17it/s, loss: 0.2243, loss_seg: 0.2243, _pixel_acc: 0.9264 [06/27 22:15:10] Vis4D INFO: Epoch 2: 32900/75000, ETA: 0:57:41, 12.16it/s, loss: 0.2332, loss_seg: 0.2332, _pixel_acc: 0.9249 [06/27 22:15:16] Vis4D INFO: Epoch 2: 32950/75000, ETA: 0:57:39, 12.15it/s, loss: 0.2071, loss_seg: 0.2071, _pixel_acc: 0.9325 [06/27 22:15:22] Vis4D INFO: Epoch 2: 33000/75000, ETA: 0:57:37, 12.15it/s, loss: 0.2147, loss_seg: 0.2147, _pixel_acc: 0.9286 [06/27 22:15:28] Vis4D INFO: Epoch 2: 33050/75000, ETA: 0:57:36, 12.14it/s, loss: 0.2229, loss_seg: 0.2229, _pixel_acc: 0.9255 [06/27 22:15:35] Vis4D INFO: Epoch 2: 33100/75000, ETA: 0:57:34, 12.13it/s, loss: 0.2100, loss_seg: 0.2100, _pixel_acc: 0.9335 [06/27 22:15:41] Vis4D INFO: Epoch 2: 33150/75000, ETA: 0:57:33, 12.12it/s, loss: 0.2248, loss_seg: 0.2248, _pixel_acc: 0.9263 [06/27 22:15:47] Vis4D INFO: Epoch 2: 33200/75000, ETA: 0:57:31, 12.11it/s, loss: 0.1928, loss_seg: 0.1928, _pixel_acc: 0.9371 [06/27 22:15:53] Vis4D INFO: Epoch 2: 33250/75000, ETA: 0:57:30, 12.10it/s, loss: 0.2337, loss_seg: 0.2337, _pixel_acc: 0.9239 [06/27 22:16:00] Vis4D INFO: Epoch 2: 33300/75000, ETA: 0:57:29, 12.09it/s, loss: 0.2308, loss_seg: 0.2308, _pixel_acc: 0.9261 [06/27 22:16:06] Vis4D INFO: Epoch 2: 33350/75000, ETA: 0:57:27, 12.08it/s, loss: 0.2203, loss_seg: 0.2203, _pixel_acc: 0.9270 [06/27 22:16:12] Vis4D INFO: Epoch 2: 33400/75000, ETA: 0:57:25, 12.07it/s, loss: 0.2092, loss_seg: 0.2092, _pixel_acc: 0.9309 [06/27 22:16:19] Vis4D INFO: Epoch 2: 33450/75000, ETA: 0:57:25, 12.06it/s, loss: 0.2162, loss_seg: 0.2162, _pixel_acc: 0.9297 [06/27 22:16:25] Vis4D INFO: Epoch 2: 33500/75000, ETA: 0:57:23, 12.05it/s, loss: 0.2224, loss_seg: 0.2224, _pixel_acc: 0.9289 [06/27 22:16:31] Vis4D INFO: Epoch 2: 33550/75000, ETA: 0:57:22, 12.04it/s, loss: 0.2061, loss_seg: 0.2061, _pixel_acc: 0.9316 [06/27 22:16:38] Vis4D INFO: Epoch 2: 33600/75000, ETA: 0:57:20, 12.03it/s, loss: 0.2102, loss_seg: 0.2102, _pixel_acc: 0.9300 [06/27 22:16:44] Vis4D INFO: Epoch 2: 33650/75000, ETA: 0:57:18, 12.02it/s, loss: 0.1971, loss_seg: 0.1971, _pixel_acc: 0.9364 [06/27 22:16:50] Vis4D INFO: Epoch 2: 33700/75000, ETA: 0:57:17, 12.02it/s, loss: 0.1928, loss_seg: 0.1928, _pixel_acc: 0.9359 [06/27 22:16:57] Vis4D INFO: Epoch 2: 33750/75000, ETA: 0:57:16, 12.00it/s, loss: 0.1961, loss_seg: 0.1961, _pixel_acc: 0.9344 [06/27 22:17:03] Vis4D INFO: Epoch 2: 33800/75000, ETA: 0:57:14, 12.00it/s, loss: 0.2011, loss_seg: 0.2011, _pixel_acc: 0.9337 [06/27 22:17:09] Vis4D INFO: Epoch 2: 33850/75000, ETA: 0:57:12, 11.99it/s, loss: 0.2036, loss_seg: 0.2036, _pixel_acc: 0.9336 [06/27 22:17:15] Vis4D INFO: Epoch 2: 33900/75000, ETA: 0:57:10, 11.98it/s, loss: 0.2472, loss_seg: 0.2472, _pixel_acc: 0.9201 [06/27 22:17:21] Vis4D INFO: Epoch 2: 33950/75000, ETA: 0:57:08, 11.97it/s, loss: 0.2423, loss_seg: 0.2423, _pixel_acc: 0.9189 [06/27 22:17:28] Vis4D INFO: Epoch 2: 34000/75000, ETA: 0:57:07, 11.96it/s, loss: 0.2381, loss_seg: 0.2381, _pixel_acc: 0.9224 [06/27 22:17:34] Vis4D INFO: Epoch 2: 34050/75000, ETA: 0:57:06, 11.95it/s, loss: 0.2022, loss_seg: 0.2022, _pixel_acc: 0.9337 [06/27 22:17:40] Vis4D INFO: Epoch 2: 34100/75000, ETA: 0:57:03, 11.95it/s, loss: 0.3075, loss_seg: 0.3075, _pixel_acc: 0.9083 [06/27 22:17:46] Vis4D INFO: Epoch 2: 34150/75000, ETA: 0:57:01, 11.94it/s, loss: 0.2721, loss_seg: 0.2721, _pixel_acc: 0.9131 [06/27 22:17:52] Vis4D INFO: Epoch 2: 34200/75000, ETA: 0:57:00, 11.93it/s, loss: 0.2580, loss_seg: 0.2580, _pixel_acc: 0.9183 [06/27 22:17:59] Vis4D INFO: Epoch 2: 34250/75000, ETA: 0:56:58, 11.92it/s, loss: 0.2218, loss_seg: 0.2218, _pixel_acc: 0.9283 [06/27 22:18:05] Vis4D INFO: Epoch 2: 34300/75000, ETA: 0:56:56, 11.91it/s, loss: 0.2279, loss_seg: 0.2279, _pixel_acc: 0.9259 [06/27 22:18:11] Vis4D INFO: Epoch 2: 34350/75000, ETA: 0:56:54, 11.90it/s, loss: 0.2274, loss_seg: 0.2274, _pixel_acc: 0.9259 [06/27 22:18:17] Vis4D INFO: Epoch 2: 34400/75000, ETA: 0:56:53, 11.90it/s, loss: 0.2287, loss_seg: 0.2287, _pixel_acc: 0.9239 [06/27 22:18:24] Vis4D INFO: Epoch 2: 34450/75000, ETA: 0:56:51, 11.89it/s, loss: 0.2680, loss_seg: 0.2680, _pixel_acc: 0.9132 [06/27 22:18:30] Vis4D INFO: Epoch 2: 34500/75000, ETA: 0:56:49, 11.88it/s, loss: 0.2580, loss_seg: 0.2580, _pixel_acc: 0.9170 [06/27 22:18:36] Vis4D INFO: Epoch 2: 34550/75000, ETA: 0:56:47, 11.87it/s, loss: 0.2224, loss_seg: 0.2224, _pixel_acc: 0.9251 [06/27 22:18:42] Vis4D INFO: Epoch 2: 34600/75000, ETA: 0:56:45, 11.86it/s, loss: 0.2187, loss_seg: 0.2187, _pixel_acc: 0.9289 [06/27 22:18:49] Vis4D INFO: Epoch 2: 34650/75000, ETA: 0:56:44, 11.85it/s, loss: 0.2088, loss_seg: 0.2088, _pixel_acc: 0.9304 [06/27 22:18:55] Vis4D INFO: Epoch 2: 34700/75000, ETA: 0:56:42, 11.84it/s, loss: 0.2071, loss_seg: 0.2071, _pixel_acc: 0.9331 [06/27 22:19:01] Vis4D INFO: Epoch 2: 34750/75000, ETA: 0:56:40, 11.84it/s, loss: 0.2242, loss_seg: 0.2242, _pixel_acc: 0.9280 [06/27 22:19:07] Vis4D INFO: Epoch 2: 34800/75000, ETA: 0:56:38, 11.83it/s, loss: 0.2999, loss_seg: 0.2999, _pixel_acc: 0.9063 [06/27 22:19:13] Vis4D INFO: Epoch 2: 34850/75000, ETA: 0:56:36, 11.82it/s, loss: 0.2475, loss_seg: 0.2475, _pixel_acc: 0.9193 [06/27 22:19:20] Vis4D INFO: Epoch 2: 34900/75000, ETA: 0:56:34, 11.81it/s, loss: 0.2149, loss_seg: 0.2149, _pixel_acc: 0.9286 [06/27 22:19:26] Vis4D INFO: Epoch 2: 34950/75000, ETA: 0:56:32, 11.81it/s, loss: 0.2129, loss_seg: 0.2129, _pixel_acc: 0.9287 [06/27 22:19:32] Vis4D INFO: Epoch 2: 35000/75000, ETA: 0:56:30, 11.80it/s, loss: 0.2180, loss_seg: 0.2180, _pixel_acc: 0.9274 [06/27 22:19:39] Vis4D INFO: Testing: 50/12500, ETA: 0:31:25, 6.60it/s [06/27 22:19:46] Vis4D INFO: Testing: 100/12500, ETA: 0:28:24, 7.27it/s [06/27 22:19:52] Vis4D INFO: Testing: 150/12500, ETA: 0:27:20, 7.53it/s [06/27 22:19:58] Vis4D INFO: Testing: 200/12500, ETA: 0:26:43, 7.67it/s [06/27 22:20:04] Vis4D INFO: Testing: 250/12500, ETA: 0:26:21, 7.75it/s [06/27 22:20:10] Vis4D INFO: Testing: 300/12500, ETA: 0:26:02, 7.81it/s [06/27 22:20:16] Vis4D INFO: Testing: 350/12500, ETA: 0:25:43, 7.87it/s [06/27 22:20:23] Vis4D INFO: Testing: 400/12500, ETA: 0:25:36, 7.87it/s [06/27 22:20:29] Vis4D INFO: Testing: 450/12500, ETA: 0:25:22, 7.92it/s [06/27 22:20:35] Vis4D INFO: Testing: 500/12500, ETA: 0:25:15, 7.92it/s [06/27 22:20:41] Vis4D INFO: Testing: 550/12500, ETA: 0:25:06, 7.93it/s [06/27 22:20:47] Vis4D INFO: Testing: 600/12500, ETA: 0:24:56, 7.95it/s [06/27 22:20:54] Vis4D INFO: Testing: 650/12500, ETA: 0:24:51, 7.95it/s [06/27 22:21:00] Vis4D INFO: Testing: 700/12500, ETA: 0:24:44, 7.95it/s [06/27 22:21:06] Vis4D INFO: Testing: 750/12500, ETA: 0:24:39, 7.94it/s [06/27 22:21:13] Vis4D INFO: Testing: 800/12500, ETA: 0:24:32, 7.95it/s [06/27 22:21:19] Vis4D INFO: Testing: 850/12500, ETA: 0:24:24, 7.96it/s [06/27 22:21:25] Vis4D INFO: Testing: 900/12500, ETA: 0:24:14, 7.97it/s [06/27 22:21:31] Vis4D INFO: Testing: 950/12500, ETA: 0:24:08, 7.97it/s [06/27 22:21:37] Vis4D INFO: Testing: 1000/12500, ETA: 0:24:02, 7.97it/s [06/27 22:21:44] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:55, 7.97it/s [06/27 22:21:50] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:46, 7.99it/s [06/27 22:21:56] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:41, 7.99it/s [06/27 22:22:02] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:33, 7.99it/s [06/27 22:22:08] Vis4D INFO: Testing: 1250/12500, ETA: 0:23:26, 8.00it/s [06/27 22:22:15] Vis4D INFO: Testing: 1300/12500, ETA: 0:23:20, 7.99it/s [06/27 22:22:20] Vis4D INFO: Testing: 1350/12500, ETA: 0:23:12, 8.01it/s [06/27 22:22:27] Vis4D INFO: Testing: 1400/12500, ETA: 0:23:06, 8.00it/s [06/27 22:22:33] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:58, 8.01it/s [06/27 22:22:39] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:54, 8.00it/s [06/27 22:22:46] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:49, 8.00it/s [06/27 22:22:52] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:41, 8.00it/s [06/27 22:22:58] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:34, 8.01it/s [06/27 22:23:04] Vis4D INFO: Testing: 1700/12500, ETA: 0:22:28, 8.01it/s [06/27 22:23:10] Vis4D INFO: Testing: 1750/12500, ETA: 0:22:22, 8.01it/s [06/27 22:23:17] Vis4D INFO: Testing: 1800/12500, ETA: 0:22:16, 8.00it/s [06/27 22:23:23] Vis4D INFO: Testing: 1850/12500, ETA: 0:22:10, 8.01it/s [06/27 22:23:29] Vis4D INFO: Testing: 1900/12500, ETA: 0:22:02, 8.01it/s [06/27 22:23:35] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:57, 8.01it/s [06/27 22:23:41] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:50, 8.01it/s [06/27 22:23:48] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:43, 8.01it/s [06/27 22:23:54] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:36, 8.02it/s [06/27 22:24:00] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:30, 8.02it/s [06/27 22:24:06] Vis4D INFO: Testing: 2200/12500, ETA: 0:21:23, 8.03it/s [06/27 22:24:12] Vis4D INFO: Testing: 2250/12500, ETA: 0:21:16, 8.03it/s [06/27 22:24:18] Vis4D INFO: Testing: 2300/12500, ETA: 0:21:09, 8.04it/s [06/27 22:24:24] Vis4D INFO: Testing: 2350/12500, ETA: 0:21:02, 8.04it/s [06/27 22:24:30] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:55, 8.04it/s [06/27 22:24:36] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:48, 8.05it/s [06/27 22:24:42] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:42, 8.05it/s [06/27 22:24:48] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:35, 8.05it/s [06/27 22:24:55] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:29, 8.05it/s [06/27 22:25:01] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:22, 8.06it/s [06/27 22:25:07] Vis4D INFO: Testing: 2700/12500, ETA: 0:20:16, 8.06it/s [06/27 22:25:13] Vis4D INFO: Testing: 2750/12500, ETA: 0:20:09, 8.06it/s [06/27 22:25:19] Vis4D INFO: Testing: 2800/12500, ETA: 0:20:02, 8.07it/s [06/27 22:25:25] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:55, 8.07it/s [06/27 22:25:31] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:49, 8.07it/s [06/27 22:25:37] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:43, 8.07it/s [06/27 22:25:44] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:37, 8.07it/s [06/27 22:25:50] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:30, 8.07it/s [06/27 22:25:56] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:24, 8.07it/s [06/27 22:26:02] Vis4D INFO: Testing: 3150/12500, ETA: 0:19:18, 8.07it/s [06/27 22:26:08] Vis4D INFO: Testing: 3200/12500, ETA: 0:19:11, 8.08it/s [06/27 22:26:14] Vis4D INFO: Testing: 3250/12500, ETA: 0:19:05, 8.08it/s [06/27 22:26:20] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:58, 8.08it/s [06/27 22:26:27] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:52, 8.08it/s [06/27 22:26:33] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:46, 8.08it/s [06/27 22:26:39] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:40, 8.07it/s [06/27 22:26:46] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:35, 8.07it/s [06/27 22:26:52] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:28, 8.08it/s [06/27 22:26:58] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:21, 8.08it/s [06/27 22:27:04] Vis4D INFO: Testing: 3650/12500, ETA: 0:18:15, 8.08it/s [06/27 22:27:10] Vis4D INFO: Testing: 3700/12500, ETA: 0:18:09, 8.08it/s [06/27 22:27:16] Vis4D INFO: Testing: 3750/12500, ETA: 0:18:02, 8.08it/s [06/27 22:27:22] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:56, 8.08it/s [06/27 22:27:28] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:50, 8.08it/s [06/27 22:27:35] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:44, 8.08it/s [06/27 22:27:41] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:37, 8.08it/s [06/27 22:27:47] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:31, 8.08it/s [06/27 22:27:53] Vis4D INFO: Testing: 4050/12500, ETA: 0:17:25, 8.08it/s [06/27 22:27:59] Vis4D INFO: Testing: 4100/12500, ETA: 0:17:19, 8.08it/s [06/27 22:28:05] Vis4D INFO: Testing: 4150/12500, ETA: 0:17:12, 8.08it/s [06/27 22:28:11] Vis4D INFO: Testing: 4200/12500, ETA: 0:17:06, 8.08it/s [06/27 22:28:18] Vis4D INFO: Testing: 4250/12500, ETA: 0:17:00, 8.09it/s [06/27 22:28:24] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:53, 8.09it/s [06/27 22:28:30] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:47, 8.09it/s [06/27 22:28:36] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:41, 8.08it/s [06/27 22:28:43] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:36, 8.08it/s [06/27 22:28:49] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:29, 8.08it/s [06/27 22:28:55] Vis4D INFO: Testing: 4550/12500, ETA: 0:16:23, 8.08it/s [06/27 22:29:01] Vis4D INFO: Testing: 4600/12500, ETA: 0:16:17, 8.08it/s [06/27 22:29:07] Vis4D INFO: Testing: 4650/12500, ETA: 0:16:11, 8.08it/s [06/27 22:29:13] Vis4D INFO: Testing: 4700/12500, ETA: 0:16:04, 8.08it/s [06/27 22:29:19] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:58, 8.08it/s [06/27 22:29:26] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:52, 8.09it/s [06/27 22:29:32] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:46, 8.09it/s [06/27 22:29:38] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:39, 8.09it/s [06/27 22:29:44] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:33, 8.09it/s [06/27 22:29:50] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:27, 8.09it/s [06/27 22:29:56] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:20, 8.09it/s [06/27 22:30:03] Vis4D INFO: Testing: 5100/12500, ETA: 0:15:16, 8.08it/s [06/27 22:30:09] Vis4D INFO: Testing: 5150/12500, ETA: 0:15:09, 8.08it/s [06/27 22:30:15] Vis4D INFO: Testing: 5200/12500, ETA: 0:15:03, 8.08it/s [06/27 22:30:22] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:57, 8.08it/s [06/27 22:30:28] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:50, 8.08it/s [06/27 22:30:34] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:44, 8.08it/s [06/27 22:30:40] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:38, 8.08it/s [06/27 22:30:46] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:31, 8.09it/s [06/27 22:30:52] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:25, 8.09it/s [06/27 22:30:58] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:19, 8.09it/s [06/27 22:31:04] Vis4D INFO: Testing: 5600/12500, ETA: 0:14:13, 8.09it/s [06/27 22:31:10] Vis4D INFO: Testing: 5650/12500, ETA: 0:14:06, 8.09it/s [06/27 22:31:16] Vis4D INFO: Testing: 5700/12500, ETA: 0:14:00, 8.09it/s [06/27 22:31:22] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:54, 8.09it/s [06/27 22:31:28] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:47, 8.09it/s [06/27 22:31:35] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:41, 8.09it/s [06/27 22:31:41] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:35, 8.09it/s [06/27 22:31:47] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:29, 8.09it/s [06/27 22:31:53] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:23, 8.09it/s [06/27 22:31:59] Vis4D INFO: Testing: 6050/12500, ETA: 0:13:17, 8.09it/s [06/27 22:32:06] Vis4D INFO: Testing: 6100/12500, ETA: 0:13:10, 8.09it/s [06/27 22:32:12] Vis4D INFO: Testing: 6150/12500, ETA: 0:13:04, 8.09it/s [06/27 22:32:18] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:58, 8.09it/s [06/27 22:32:24] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:52, 8.09it/s [06/27 22:32:30] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:45, 8.10it/s [06/27 22:32:36] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:39, 8.10it/s [06/27 22:32:43] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:33, 8.09it/s [06/27 22:32:49] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:27, 8.09it/s [06/27 22:32:55] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:21, 8.09it/s [06/27 22:33:01] Vis4D INFO: Testing: 6550/12500, ETA: 0:12:15, 8.09it/s [06/27 22:33:07] Vis4D INFO: Testing: 6600/12500, ETA: 0:12:08, 8.09it/s [06/27 22:33:13] Vis4D INFO: Testing: 6650/12500, ETA: 0:12:02, 8.10it/s [06/27 22:33:19] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:56, 8.10it/s [06/27 22:33:26] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:50, 8.10it/s [06/27 22:33:32] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:44, 8.09it/s [06/27 22:33:38] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:37, 8.09it/s [06/27 22:33:44] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:31, 8.09it/s [06/27 22:33:51] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:25, 8.09it/s [06/27 22:33:57] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:19, 8.09it/s [06/27 22:34:03] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:13, 8.10it/s [06/27 22:34:09] Vis4D INFO: Testing: 7100/12500, ETA: 0:11:06, 8.10it/s [06/27 22:34:15] Vis4D INFO: Testing: 7150/12500, ETA: 0:11:00, 8.10it/s [06/27 22:34:21] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:54, 8.10it/s [06/27 22:34:28] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:48, 8.09it/s [06/27 22:34:34] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:42, 8.09it/s [06/27 22:34:40] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:36, 8.09it/s [06/27 22:34:46] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:30, 8.09it/s [06/27 22:34:52] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:23, 8.10it/s [06/27 22:34:58] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:17, 8.09it/s [06/27 22:35:05] Vis4D INFO: Testing: 7550/12500, ETA: 0:10:11, 8.09it/s [06/27 22:35:11] Vis4D INFO: Testing: 7600/12500, ETA: 0:10:05, 8.10it/s [06/27 22:35:17] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:58, 8.10it/s [06/27 22:35:23] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:52, 8.10it/s [06/27 22:35:29] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:46, 8.10it/s [06/27 22:35:35] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:40, 8.10it/s [06/27 22:35:41] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:34, 8.10it/s [06/27 22:35:47] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:27, 8.10it/s [06/27 22:35:53] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:21, 8.10it/s [06/27 22:36:00] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:15, 8.10it/s [06/27 22:36:06] Vis4D INFO: Testing: 8050/12500, ETA: 0:09:09, 8.10it/s [06/27 22:36:12] Vis4D INFO: Testing: 8100/12500, ETA: 0:09:03, 8.10it/s [06/27 22:36:18] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:57, 8.10it/s [06/27 22:36:24] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:50, 8.10it/s [06/27 22:36:30] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:44, 8.10it/s [06/27 22:36:37] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:38, 8.10it/s [06/27 22:36:43] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:32, 8.10it/s [06/27 22:36:49] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:26, 8.10it/s [06/27 22:36:55] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:20, 8.10it/s [06/27 22:37:01] Vis4D INFO: Testing: 8500/12500, ETA: 0:08:13, 8.10it/s [06/27 22:37:07] Vis4D INFO: Testing: 8550/12500, ETA: 0:08:07, 8.10it/s [06/27 22:37:14] Vis4D INFO: Testing: 8600/12500, ETA: 0:08:01, 8.10it/s [06/27 22:37:20] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:55, 8.10it/s [06/27 22:37:26] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:49, 8.10it/s [06/27 22:37:32] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:42, 8.10it/s [06/27 22:37:38] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:36, 8.10it/s [06/27 22:37:44] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:30, 8.10it/s [06/27 22:37:50] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:24, 8.10it/s [06/27 22:37:56] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:18, 8.10it/s [06/27 22:38:03] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:12, 8.10it/s [06/27 22:38:09] Vis4D INFO: Testing: 9050/12500, ETA: 0:07:05, 8.10it/s [06/27 22:38:15] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:59, 8.10it/s [06/27 22:38:21] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:53, 8.10it/s [06/27 22:38:27] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:47, 8.10it/s [06/27 22:38:33] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:41, 8.10it/s [06/27 22:38:40] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:34, 8.10it/s [06/27 22:38:46] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:28, 8.10it/s [06/27 22:38:52] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:22, 8.10it/s [06/27 22:38:58] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:16, 8.10it/s [06/27 22:39:04] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:10, 8.10it/s [06/27 22:39:10] Vis4D INFO: Testing: 9550/12500, ETA: 0:06:04, 8.10it/s [06/27 22:39:17] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:57, 8.10it/s [06/27 22:39:23] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:51, 8.10it/s [06/27 22:39:29] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:45, 8.10it/s [06/27 22:39:35] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:39, 8.10it/s [06/27 22:39:41] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:33, 8.10it/s [06/27 22:39:47] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:27, 8.10it/s [06/27 22:39:54] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:20, 8.10it/s [06/27 22:40:00] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:14, 8.10it/s [06/27 22:40:06] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:08, 8.10it/s [06/27 22:40:12] Vis4D INFO: Testing: 10050/12500, ETA: 0:05:02, 8.10it/s [06/27 22:40:19] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:56, 8.10it/s [06/27 22:40:25] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:50, 8.10it/s [06/27 22:40:31] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:44, 8.10it/s [06/27 22:40:38] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:37, 8.10it/s [06/27 22:40:44] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:31, 8.10it/s [06/27 22:40:50] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:25, 8.10it/s [06/27 22:40:56] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:19, 8.10it/s [06/27 22:41:02] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:13, 8.10it/s [06/27 22:41:08] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:06, 8.10it/s [06/27 22:41:15] Vis4D INFO: Testing: 10550/12500, ETA: 0:04:00, 8.10it/s [06/27 22:41:20] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:54, 8.10it/s [06/27 22:41:27] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:48, 8.10it/s [06/27 22:41:33] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:42, 8.10it/s [06/27 22:41:39] Vis4D INFO: Testing: 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[06/27 22:43:06] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:09, 8.10it/s [06/27 22:43:12] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:03, 8.10it/s [06/27 22:43:18] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:57, 8.10it/s [06/27 22:43:24] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:51, 8.10it/s [06/27 22:43:30] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:44, 8.10it/s [06/27 22:43:36] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:38, 8.10it/s [06/27 22:43:43] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:32, 8.10it/s [06/27 22:43:49] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:26, 8.10it/s [06/27 22:43:55] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:20, 8.10it/s [06/27 22:44:01] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:14, 8.10it/s [06/27 22:44:07] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:07, 8.10it/s [06/27 22:44:13] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:01, 8.10it/s [06/27 22:44:20] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:55, 8.10it/s [06/27 22:44:26] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:49, 8.10it/s [06/27 22:44:32] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:43, 8.10it/s [06/27 22:44:38] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:37, 8.10it/s [06/27 22:44:44] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.10it/s [06/27 22:44:50] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.10it/s [06/27 22:44:56] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.10it/s [06/27 22:45:02] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.10it/s [06/27 22:45:09] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.10it/s [06/27 22:45:15] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.10it/s [06/27 22:45:15] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 22:45:15] Vis4D INFO: mIoU: 56.0693 [06/27 22:45:15] Vis4D INFO: Showing evaluation results for mIoU [06/27 22:45:15] Vis4D INFO: mIoU: 56.069% unlabeled: (nan%), building: (33.202%), fence: (40.424%), other: (nan%), pedestrian: (51.399%), pole: (44.096%), road line: (64.236%), road: (84.736%), sidewalk: (80.568%), vegetation: (57.259%), vehicle: (68.449%), wall: (49.020%), traffic sign: (42.995%), sky: (62.249%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (54.319%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (52.019%) [06/27 22:45:15] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 22:45:15] Vis4D INFO: +-----------+-----------+-----------------------+------------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+-----------------------+------------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.9737699851255086 | 0.020450111605619634 | inf | 0.017086985217876622 | 0.03206816724472353 | 2.2716354552905047e-06 | 2.52485383606132e-05 | 0.0023558084104790926 | 0.010522340321165249 | 0.005804790519653866 | 0.02391431741788085 | 0.016393028525223237 | 0.0009074683137076361 | inf | inf | inf | inf | 0.03763463423203077 | inf | inf | inf | 0.0009579998406433585 | | Class_2 | nan | 0.021939188768398597 | 0.47540932011628306 | inf | 0.003930917336177865 | 0.004697147465899767 | 5.532474530303158e-06 | 4.676357522669313e-05 | 0.0018885703978300476 | 0.0038179507416832717 | 0.002133478644544004 | 0.007235500363641301 | 0.0012301875758056245 | 6.94568286565077e-05 | inf | inf | inf | inf | 0.0019286846290965255 | inf | inf | inf | 0.0031010185361150713 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.006253537253315573 | 0.006409992021074263 | inf | 0.5665158924901041 | 0.0019046259755699237 | 0.0001065690256747093 | 0.0002088652378879958 | 0.001449673474037249 | 0.0008312127448049074 | 0.0050268600677114 | 0.002988567243234715 | 0.0024677197599479975 | 4.148178721750821e-07 | inf | inf | inf | inf | 0.0017598944869630158 | inf | inf | inf | 0.000400945764781893 | | Class_5 | nan | 0.03093755522883375 | 0.009476109398477631 | inf | 0.0030650336904539917 | 0.5035998738245939 | 2.0879262116278202e-06 | 5.386949860091013e-05 | 0.0017466802191404172 | 0.0037523701757511884 | 0.0011331299332021246 | 0.003144073132666786 | 0.016446156813565697 | 0.0005097769758107752 | inf | inf | inf | inf | 0.04156987119000698 | inf | inf | inf | 0.001680198143943355 | | Class_6 | nan | 0.011512113031485836 | 0.00013464778983781128 | inf | 0.000950987913533709 | 0.00032082947458563567 | 0.6691815590682804 | 0.00676935964558648 | 0.0019087287952497586 | 7.959563009962365e-05 | 0.0031928982637405797 | 0.00017097499564035833 | 6.177707946797579e-07 | 6.450439922467848e-07 | inf | inf | inf | inf | 0.00012789808085685185 | inf | inf | inf | 4.7532518657442507e-05 | | Class_7 | nan | 0.3276774906490079 | 0.0041011475158816936 | inf | 0.012506690000233325 | 0.0017180763160842623 | 0.04036115400211647 | 0.865474390946358 | 0.017555728717247143 | 0.0005621683271476544 | 0.11388877758620101 | 0.005642010881587869 | 5.2579158747188286e-05 | 5.0598976347231076e-05 | inf | inf | inf | inf | 0.000548990321252257 | inf | inf | inf | 0.00145121267076048 | | Class_8 | nan | 0.05606177257938389 | 0.01186976308064816 | inf | 0.009997451181042557 | 0.007069906390706148 | 0.00037060513612890283 | 0.0038425396376724225 | 0.8384246188430818 | 0.0007039164597159587 | 0.00820119346649146 | 0.012134600608325882 | 1.1188515503644504e-05 | 2.2300679240597444e-06 | inf | inf | inf | inf | 5.141264793375102e-05 | inf | inf | inf | 0.003107052062450198 | | Class_9 | nan | 0.32162778668958797 | 0.05517479401547456 | inf | 0.01051336174392193 | 0.0169606547787475 | 0.00011787067703003484 | 0.0004793186838051745 | 0.002601899224060958 | 0.613217864424761 | 0.004419299309786443 | 0.016098226079741026 | 0.015383591046716515 | 0.005507284505868869 | inf | inf | inf | inf | 0.027657086469431266 | inf | inf | inf | 0.038215693577402884 | | Class_10 | nan | 0.07429795126015375 | 0.007299364561592355 | inf | 0.03441683761133625 | 0.0027544478391765383 | 0.0007775246437118199 | 0.008541534074657303 | 0.0011145444000912029 | 0.0008571494471145718 | 0.7883474511007487 | 0.0030038648068431715 | 0.0058273632650147475 | 1.956833980028184e-05 | inf | inf | inf | inf | 0.002752554073991593 | inf | inf | inf | 0.0006424486491385958 | | Class_11 | nan | 0.06103079893288144 | 0.011504786739445745 | inf | 0.0036213101644241067 | 0.014895962232016249 | 4.242976954593928e-06 | 7.20193969026144e-05 | 0.0013821984864727797 | 0.001005563715662389 | 0.00248551773547917 | 0.5352276767496557 | 0.0012212642198824726 | 3.693302385089075e-05 | inf | inf | inf | inf | 9.73346247289461e-05 | inf | inf | inf | 0.001829733137289899 | | Class_12 | nan | 0.002159774521083813 | 0.0006026427614084374 | inf | 0.00047802870785575505 | 0.002510578803282025 | 1.4838054295832224e-07 | 2.7577841352953775e-07 | 3.471219125558069e-07 | 0.0002566209683739318 | 0.00011023635707500481 | 0.00020053834457299367 | 0.4584657593672929 | 6.490938589860959e-06 | nan | inf | inf | inf | 0.006188984676995911 | inf | inf | nan | 0.00019255966825898458 | | Class_13 | nan | 0.9067509182914407 | 0.007138899012096287 | inf | 0.00011530582703408611 | 0.04787137404347813 | 4.698717193680204e-07 | 3.0647943924341246e-06 | 1.1542176040884609e-05 | 0.021750196159875005 | 0.00046293143446523097 | 0.0001056828549223391 | 0.0027161322606086688 | 0.6276009864146551 | inf | inf | inf | inf | 0.045447897658497535 | inf | inf | nan | 0.0015861147391114392 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0027907641910429833 | 0.0006055214175714506 | inf | 7.66762204392417e-05 | 0.003045483277839021 | 0.0 | 9.46830990049935e-08 | 1.9441806690357424e-07 | 0.0003127153058944331 | 3.5252921293347974e-05 | 2.3952896844045775e-05 | 0.00044980577972627265 | 2.1295696005179284e-05 | inf | inf | inf | inf | 0.6342252346254009 | inf | inf | nan | 9.351806117849204e-05 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.10985516522141472 | 0.04128893794877551 | inf | 0.0054376494259530195 | 0.006227613900472152 | 4.578599611285372e-06 | 0.0013291793669513356 | 0.008632343180443055 | 0.026511142876805324 | 0.004842254421627016 | 0.0171843026422356 | 0.004124512390079699 | 0.001080512956637706 | inf | inf | inf | inf | 0.0018318875525909345 | inf | inf | inf | 0.5479222501760822 | +-----------+-----------+-----------------------+------------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 22:45:24] Vis4D INFO: Epoch 2: 35050/75000, ETA: 0:29:28, 22.59it/s, loss: 0.2354, loss_seg: 0.2354, _pixel_acc: 0.9227 [06/27 22:45:33] Vis4D INFO: Epoch 2: 35100/75000, ETA: 0:29:35, 22.48it/s, loss: 0.2240, loss_seg: 0.2240, _pixel_acc: 0.9266 [06/27 22:45:42] Vis4D INFO: Epoch 2: 35150/75000, ETA: 0:29:40, 22.38it/s, loss: 0.2122, loss_seg: 0.2122, _pixel_acc: 0.9298 [06/27 22:45:51] Vis4D INFO: Epoch 2: 35200/75000, ETA: 0:29:45, 22.29it/s, loss: 0.2159, loss_seg: 0.2159, _pixel_acc: 0.9282 [06/27 22:46:00] Vis4D INFO: Epoch 2: 35250/75000, ETA: 0:29:51, 22.19it/s, loss: 0.2038, loss_seg: 0.2038, _pixel_acc: 0.9322 [06/27 22:46:09] Vis4D INFO: Epoch 2: 35300/75000, ETA: 0:29:56, 22.10it/s, loss: 0.2109, loss_seg: 0.2109, _pixel_acc: 0.9287 [06/27 22:46:17] Vis4D INFO: Epoch 2: 35350/75000, ETA: 0:30:00, 22.02it/s, loss: 0.2226, loss_seg: 0.2226, _pixel_acc: 0.9259 [06/27 22:46:26] Vis4D INFO: Epoch 2: 35400/75000, ETA: 0:30:05, 21.94it/s, loss: 0.2468, loss_seg: 0.2468, _pixel_acc: 0.9220 [06/27 22:46:34] Vis4D INFO: Epoch 2: 35450/75000, ETA: 0:30:09, 21.86it/s, loss: 0.2047, loss_seg: 0.2047, _pixel_acc: 0.9327 [06/27 22:46:42] Vis4D INFO: Epoch 2: 35500/75000, ETA: 0:30:14, 21.77it/s, loss: 0.2067, loss_seg: 0.2067, _pixel_acc: 0.9329 [06/27 22:46:51] Vis4D INFO: Epoch 2: 35550/75000, ETA: 0:30:18, 21.69it/s, loss: 0.2050, loss_seg: 0.2050, _pixel_acc: 0.9321 [06/27 22:47:00] Vis4D INFO: Epoch 2: 35600/75000, ETA: 0:30:24, 21.59it/s, loss: 0.2038, loss_seg: 0.2038, _pixel_acc: 0.9295 [06/27 22:47:09] Vis4D INFO: Epoch 2: 35650/75000, ETA: 0:30:29, 21.51it/s, loss: 0.2453, loss_seg: 0.2453, _pixel_acc: 0.9203 [06/27 22:47:18] Vis4D INFO: Epoch 2: 35700/75000, ETA: 0:30:34, 21.43it/s, loss: 0.2014, loss_seg: 0.2014, _pixel_acc: 0.9338 [06/27 22:47:28] Vis4D INFO: Epoch 2: 35750/75000, ETA: 0:30:39, 21.33it/s, loss: 0.2249, loss_seg: 0.2249, _pixel_acc: 0.9258 [06/27 22:47:35] Vis4D INFO: Epoch 2: 35800/75000, ETA: 0:30:43, 21.26it/s, loss: 0.2484, loss_seg: 0.2484, _pixel_acc: 0.9188 [06/27 22:47:44] Vis4D INFO: Epoch 2: 35850/75000, ETA: 0:30:47, 21.19it/s, loss: 0.2197, loss_seg: 0.2197, _pixel_acc: 0.9279 [06/27 22:47:52] Vis4D INFO: Epoch 2: 35900/75000, ETA: 0:30:51, 21.12it/s, loss: 0.2172, loss_seg: 0.2172, _pixel_acc: 0.9269 [06/27 22:48:00] Vis4D INFO: Epoch 2: 35950/75000, ETA: 0:30:55, 21.04it/s, loss: 0.2192, loss_seg: 0.2192, _pixel_acc: 0.9285 [06/27 22:48:09] Vis4D INFO: Epoch 2: 36000/75000, ETA: 0:30:59, 20.97it/s, loss: 0.2076, loss_seg: 0.2076, _pixel_acc: 0.9299 [06/27 22:48:17] Vis4D INFO: Epoch 2: 36050/75000, ETA: 0:31:04, 20.89it/s, loss: 0.1941, loss_seg: 0.1941, _pixel_acc: 0.9344 [06/27 22:48:26] Vis4D INFO: Epoch 2: 36100/75000, ETA: 0:31:08, 20.82it/s, loss: 0.2099, loss_seg: 0.2099, _pixel_acc: 0.9296 [06/27 22:48:35] Vis4D INFO: Epoch 2: 36150/75000, ETA: 0:31:12, 20.74it/s, loss: 0.2358, loss_seg: 0.2358, _pixel_acc: 0.9225 [06/27 22:48:43] Vis4D INFO: Epoch 2: 36200/75000, ETA: 0:31:16, 20.68it/s, loss: 0.2390, loss_seg: 0.2390, _pixel_acc: 0.9221 [06/27 22:48:51] Vis4D INFO: Epoch 2: 36250/75000, ETA: 0:31:20, 20.60it/s, loss: 0.2297, loss_seg: 0.2297, _pixel_acc: 0.9227 [06/27 22:49:00] Vis4D INFO: Epoch 2: 36300/75000, ETA: 0:31:25, 20.53it/s, loss: 0.2234, loss_seg: 0.2234, _pixel_acc: 0.9266 [06/27 22:49:08] Vis4D INFO: Epoch 2: 36350/75000, ETA: 0:31:28, 20.47it/s, loss: 0.2086, loss_seg: 0.2086, _pixel_acc: 0.9334 [06/27 22:49:16] Vis4D INFO: Epoch 2: 36400/75000, ETA: 0:31:32, 20.40it/s, loss: 0.2470, loss_seg: 0.2470, _pixel_acc: 0.9184 [06/27 22:49:24] Vis4D INFO: Epoch 2: 36450/75000, ETA: 0:31:35, 20.34it/s, loss: 0.2146, loss_seg: 0.2146, _pixel_acc: 0.9308 [06/27 22:49:32] Vis4D INFO: Epoch 2: 36500/75000, ETA: 0:31:38, 20.28it/s, loss: 0.2249, loss_seg: 0.2249, _pixel_acc: 0.9248 [06/27 22:49:39] Vis4D INFO: Epoch 2: 36550/75000, ETA: 0:31:41, 20.22it/s, loss: 0.2012, loss_seg: 0.2012, _pixel_acc: 0.9321 [06/27 22:49:48] Vis4D INFO: Epoch 2: 36600/75000, ETA: 0:31:45, 20.15it/s, loss: 0.2236, loss_seg: 0.2236, _pixel_acc: 0.9278 [06/27 22:49:57] Vis4D INFO: Epoch 2: 36650/75000, ETA: 0:31:49, 20.08it/s, loss: 0.2051, loss_seg: 0.2051, _pixel_acc: 0.9312 [06/27 22:50:05] Vis4D INFO: Epoch 2: 36700/75000, ETA: 0:31:52, 20.02it/s, loss: 0.2093, loss_seg: 0.2093, _pixel_acc: 0.9303 [06/27 22:50:13] Vis4D INFO: Epoch 2: 36750/75000, ETA: 0:31:56, 19.96it/s, loss: 0.2025, loss_seg: 0.2025, _pixel_acc: 0.9320 [06/27 22:50:21] Vis4D INFO: Epoch 2: 36800/75000, ETA: 0:31:59, 19.91it/s, loss: 0.2047, loss_seg: 0.2047, _pixel_acc: 0.9339 [06/27 22:50:28] Vis4D INFO: Epoch 2: 36850/75000, ETA: 0:32:02, 19.85it/s, loss: 0.2131, loss_seg: 0.2131, _pixel_acc: 0.9307 [06/27 22:50:39] Vis4D INFO: Epoch 2: 36900/75000, ETA: 0:32:07, 19.77it/s, loss: 0.2060, loss_seg: 0.2060, _pixel_acc: 0.9299 [06/27 22:50:46] Vis4D INFO: Epoch 2: 36950/75000, ETA: 0:32:10, 19.71it/s, loss: 0.1852, loss_seg: 0.1852, _pixel_acc: 0.9389 [06/27 22:50:54] Vis4D INFO: Epoch 2: 37000/75000, ETA: 0:32:12, 19.66it/s, loss: 0.2308, loss_seg: 0.2308, _pixel_acc: 0.9244 [06/27 22:51:01] Vis4D INFO: Epoch 2: 37050/75000, ETA: 0:32:14, 19.61it/s, loss: 0.1976, loss_seg: 0.1976, _pixel_acc: 0.9347 [06/27 22:51:10] Vis4D INFO: Epoch 2: 37100/75000, ETA: 0:32:18, 19.55it/s, loss: 0.2268, loss_seg: 0.2268, _pixel_acc: 0.9261 [06/27 22:51:17] Vis4D INFO: Epoch 2: 37150/75000, ETA: 0:32:21, 19.50it/s, loss: 0.2047, loss_seg: 0.2047, _pixel_acc: 0.9327 [06/27 22:51:25] Vis4D INFO: Epoch 2: 37200/75000, ETA: 0:32:24, 19.44it/s, loss: 0.2335, loss_seg: 0.2335, _pixel_acc: 0.9239 [06/27 22:51:33] Vis4D INFO: Epoch 2: 37250/75000, ETA: 0:32:26, 19.39it/s, loss: 0.2466, loss_seg: 0.2466, _pixel_acc: 0.9222 [06/27 22:51:40] Vis4D INFO: Epoch 2: 37300/75000, ETA: 0:32:28, 19.35it/s, loss: 0.2171, loss_seg: 0.2171, _pixel_acc: 0.9282 [06/27 22:51:48] Vis4D INFO: Epoch 2: 37350/75000, ETA: 0:32:31, 19.30it/s, loss: 0.2221, loss_seg: 0.2221, _pixel_acc: 0.9277 [06/27 22:51:56] Vis4D INFO: Epoch 2: 37400/75000, ETA: 0:32:34, 19.24it/s, loss: 0.1866, loss_seg: 0.1866, _pixel_acc: 0.9397 [06/27 22:52:04] Vis4D INFO: Epoch 2: 37450/75000, ETA: 0:32:37, 19.18it/s, loss: 0.2207, loss_seg: 0.2207, _pixel_acc: 0.9277 [06/27 22:52:13] Vis4D INFO: Epoch 2: 37500/75000, ETA: 0:32:40, 19.13it/s, loss: 0.2012, loss_seg: 0.2012, _pixel_acc: 0.9338 [06/27 22:52:20] Vis4D INFO: Epoch 2: 37550/75000, ETA: 0:32:43, 19.08it/s, loss: 0.2082, loss_seg: 0.2082, _pixel_acc: 0.9313 [06/27 22:52:28] Vis4D INFO: Epoch 2: 37600/75000, ETA: 0:32:45, 19.03it/s, loss: 0.2032, loss_seg: 0.2032, _pixel_acc: 0.9332 [06/27 22:52:36] Vis4D INFO: Epoch 2: 37650/75000, ETA: 0:32:48, 18.98it/s, loss: 0.1990, loss_seg: 0.1990, _pixel_acc: 0.9340 [06/27 22:52:44] Vis4D INFO: Epoch 2: 37700/75000, ETA: 0:32:50, 18.93it/s, loss: 0.2099, loss_seg: 0.2099, _pixel_acc: 0.9311 [06/27 22:52:51] Vis4D INFO: Epoch 2: 37750/75000, ETA: 0:32:53, 18.88it/s, loss: 0.2175, loss_seg: 0.2175, _pixel_acc: 0.9293 [06/27 22:52:59] Vis4D INFO: Epoch 2: 37800/75000, ETA: 0:32:55, 18.83it/s, loss: 0.2160, loss_seg: 0.2160, _pixel_acc: 0.9300 [06/27 22:53:07] Vis4D INFO: Epoch 2: 37850/75000, ETA: 0:32:57, 18.78it/s, loss: 0.1978, loss_seg: 0.1978, _pixel_acc: 0.9344 [06/27 22:53:15] Vis4D INFO: Epoch 2: 37900/75000, ETA: 0:32:59, 18.74it/s, loss: 0.2196, loss_seg: 0.2196, _pixel_acc: 0.9281 [06/27 22:53:22] Vis4D INFO: Epoch 2: 37950/75000, ETA: 0:33:02, 18.69it/s, loss: 0.2004, loss_seg: 0.2004, _pixel_acc: 0.9338 [06/27 22:53:29] Vis4D INFO: Epoch 2: 38000/75000, ETA: 0:33:03, 18.65it/s, loss: 0.2119, loss_seg: 0.2119, _pixel_acc: 0.9304 [06/27 22:53:37] Vis4D INFO: Epoch 2: 38050/75000, ETA: 0:33:05, 18.61it/s, loss: 0.2157, loss_seg: 0.2157, _pixel_acc: 0.9290 [06/27 22:53:44] Vis4D INFO: Epoch 2: 38100/75000, ETA: 0:33:06, 18.57it/s, loss: 0.1972, loss_seg: 0.1972, _pixel_acc: 0.9351 [06/27 22:53:51] Vis4D INFO: Epoch 2: 38150/75000, ETA: 0:33:08, 18.53it/s, loss: 0.2315, loss_seg: 0.2315, _pixel_acc: 0.9222 [06/27 22:53:58] Vis4D INFO: Epoch 2: 38200/75000, ETA: 0:33:10, 18.49it/s, loss: 0.2311, loss_seg: 0.2311, _pixel_acc: 0.9255 [06/27 22:54:05] Vis4D INFO: Epoch 2: 38250/75000, ETA: 0:33:11, 18.45it/s, loss: 0.2020, loss_seg: 0.2020, _pixel_acc: 0.9320 [06/27 22:54:12] Vis4D INFO: Epoch 2: 38300/75000, ETA: 0:33:12, 18.42it/s, loss: 0.2200, loss_seg: 0.2200, _pixel_acc: 0.9272 [06/27 22:54:19] Vis4D INFO: Epoch 2: 38350/75000, ETA: 0:33:14, 18.37it/s, loss: 0.1879, loss_seg: 0.1879, _pixel_acc: 0.9379 [06/27 22:54:26] Vis4D INFO: Epoch 2: 38400/75000, ETA: 0:33:16, 18.33it/s, loss: 0.2009, loss_seg: 0.2009, _pixel_acc: 0.9325 [06/27 22:54:33] Vis4D INFO: Epoch 2: 38450/75000, ETA: 0:33:17, 18.30it/s, loss: 0.2160, loss_seg: 0.2160, _pixel_acc: 0.9289 [06/27 22:54:41] Vis4D INFO: Epoch 2: 38500/75000, ETA: 0:33:19, 18.26it/s, loss: 0.2057, loss_seg: 0.2057, _pixel_acc: 0.9312 [06/27 22:54:48] Vis4D INFO: Epoch 2: 38550/75000, ETA: 0:33:20, 18.22it/s, loss: 0.2088, loss_seg: 0.2088, _pixel_acc: 0.9305 [06/27 22:54:55] Vis4D INFO: Epoch 2: 38600/75000, ETA: 0:33:21, 18.18it/s, loss: 0.1964, loss_seg: 0.1964, _pixel_acc: 0.9349 [06/27 22:55:02] Vis4D INFO: Epoch 2: 38650/75000, ETA: 0:33:23, 18.15it/s, loss: 0.1993, loss_seg: 0.1993, _pixel_acc: 0.9314 [06/27 22:55:09] Vis4D INFO: Epoch 2: 38700/75000, ETA: 0:33:24, 18.11it/s, loss: 0.2071, loss_seg: 0.2071, _pixel_acc: 0.9313 [06/27 22:55:15] Vis4D INFO: Epoch 2: 38750/75000, ETA: 0:33:25, 18.08it/s, loss: 0.2148, loss_seg: 0.2148, _pixel_acc: 0.9292 [06/27 22:55:22] Vis4D INFO: Epoch 2: 38800/75000, ETA: 0:33:26, 18.04it/s, loss: 0.2253, loss_seg: 0.2253, _pixel_acc: 0.9265 [06/27 22:55:29] Vis4D INFO: Epoch 2: 38850/75000, ETA: 0:33:26, 18.01it/s, loss: 0.2040, loss_seg: 0.2040, _pixel_acc: 0.9336 [06/27 22:55:35] Vis4D INFO: Epoch 2: 38900/75000, ETA: 0:33:27, 17.98it/s, loss: 0.1823, loss_seg: 0.1823, _pixel_acc: 0.9411 [06/27 22:55:42] Vis4D INFO: Epoch 2: 38950/75000, ETA: 0:33:28, 17.95it/s, loss: 0.1765, loss_seg: 0.1765, _pixel_acc: 0.9407 [06/27 22:55:49] Vis4D INFO: Epoch 2: 39000/75000, ETA: 0:33:29, 17.92it/s, loss: 0.2104, loss_seg: 0.2104, _pixel_acc: 0.9292 [06/27 22:55:56] Vis4D INFO: Epoch 2: 39050/75000, ETA: 0:33:30, 17.88it/s, loss: 0.2187, loss_seg: 0.2187, _pixel_acc: 0.9275 [06/27 22:56:02] Vis4D INFO: Epoch 2: 39100/75000, ETA: 0:33:31, 17.85it/s, loss: 0.2084, loss_seg: 0.2084, _pixel_acc: 0.9321 [06/27 22:56:09] Vis4D INFO: Epoch 2: 39150/75000, ETA: 0:33:31, 17.82it/s, loss: 0.2204, loss_seg: 0.2204, _pixel_acc: 0.9268 [06/27 22:56:16] Vis4D INFO: Epoch 2: 39200/75000, ETA: 0:33:33, 17.78it/s, loss: 0.2058, loss_seg: 0.2058, _pixel_acc: 0.9327 [06/27 22:56:23] Vis4D INFO: Epoch 2: 39250/75000, ETA: 0:33:34, 17.75it/s, loss: 0.2065, loss_seg: 0.2065, _pixel_acc: 0.9309 [06/27 22:56:30] Vis4D INFO: Epoch 2: 39300/75000, ETA: 0:33:35, 17.72it/s, loss: 0.1927, loss_seg: 0.1927, _pixel_acc: 0.9369 [06/27 22:56:37] Vis4D INFO: Epoch 2: 39350/75000, ETA: 0:33:36, 17.68it/s, loss: 0.1906, loss_seg: 0.1906, _pixel_acc: 0.9371 [06/27 22:56:45] Vis4D INFO: Epoch 2: 39400/75000, ETA: 0:33:37, 17.65it/s, loss: 0.2040, loss_seg: 0.2040, _pixel_acc: 0.9321 [06/27 22:56:51] Vis4D INFO: Epoch 2: 39450/75000, ETA: 0:33:37, 17.62it/s, loss: 0.1950, loss_seg: 0.1950, _pixel_acc: 0.9357 [06/27 22:56:58] Vis4D INFO: Epoch 2: 39500/75000, ETA: 0:33:38, 17.59it/s, loss: 0.1995, loss_seg: 0.1995, _pixel_acc: 0.9329 [06/27 22:57:05] Vis4D INFO: Epoch 2: 39550/75000, ETA: 0:33:39, 17.56it/s, loss: 0.2027, loss_seg: 0.2027, _pixel_acc: 0.9307 [06/27 22:57:11] Vis4D INFO: Epoch 2: 39600/75000, ETA: 0:33:39, 17.53it/s, loss: 0.2101, loss_seg: 0.2101, _pixel_acc: 0.9299 [06/27 22:57:18] Vis4D INFO: Epoch 2: 39650/75000, ETA: 0:33:40, 17.50it/s, loss: 0.2073, loss_seg: 0.2073, _pixel_acc: 0.9313 [06/27 22:57:25] Vis4D INFO: Epoch 2: 39700/75000, ETA: 0:33:41, 17.46it/s, loss: 0.1894, loss_seg: 0.1894, _pixel_acc: 0.9376 [06/27 22:57:32] Vis4D INFO: Epoch 2: 39750/75000, ETA: 0:33:41, 17.44it/s, loss: 0.1943, loss_seg: 0.1943, _pixel_acc: 0.9331 [06/27 22:57:39] Vis4D INFO: Epoch 2: 39800/75000, ETA: 0:33:43, 17.40it/s, loss: 0.1868, loss_seg: 0.1868, _pixel_acc: 0.9383 [06/27 22:57:46] Vis4D INFO: Epoch 2: 39850/75000, ETA: 0:33:43, 17.37it/s, loss: 0.2026, loss_seg: 0.2026, _pixel_acc: 0.9328 [06/27 22:57:52] Vis4D INFO: Epoch 2: 39900/75000, ETA: 0:33:43, 17.34it/s, loss: 0.1932, loss_seg: 0.1932, _pixel_acc: 0.9362 [06/27 22:58:00] Vis4D INFO: Epoch 2: 39950/75000, ETA: 0:33:44, 17.31it/s, loss: 0.2476, loss_seg: 0.2476, _pixel_acc: 0.9192 [06/27 22:58:07] Vis4D INFO: Epoch 2: 40000/75000, ETA: 0:33:45, 17.28it/s, loss: 0.2117, loss_seg: 0.2117, _pixel_acc: 0.9296 [06/27 22:58:14] Vis4D INFO: Epoch 2: 40050/75000, ETA: 0:33:46, 17.25it/s, loss: 0.2156, loss_seg: 0.2156, _pixel_acc: 0.9293 [06/27 22:58:20] Vis4D INFO: Epoch 2: 40100/75000, ETA: 0:33:46, 17.22it/s, loss: 0.1936, loss_seg: 0.1936, _pixel_acc: 0.9356 [06/27 22:58:27] Vis4D INFO: Epoch 2: 40150/75000, ETA: 0:33:46, 17.20it/s, loss: 0.1874, loss_seg: 0.1874, _pixel_acc: 0.9388 [06/27 22:58:34] Vis4D INFO: Epoch 2: 40200/75000, ETA: 0:33:47, 17.17it/s, loss: 0.2053, loss_seg: 0.2053, _pixel_acc: 0.9329 [06/27 22:58:41] Vis4D INFO: Epoch 2: 40250/75000, ETA: 0:33:47, 17.14it/s, loss: 0.1843, loss_seg: 0.1843, _pixel_acc: 0.9380 [06/27 22:58:48] Vis4D INFO: Epoch 2: 40300/75000, ETA: 0:33:48, 17.11it/s, loss: 0.2105, loss_seg: 0.2105, _pixel_acc: 0.9304 [06/27 22:58:54] Vis4D INFO: Epoch 2: 40350/75000, ETA: 0:33:48, 17.08it/s, loss: 0.2110, loss_seg: 0.2110, _pixel_acc: 0.9291 [06/27 22:59:00] Vis4D INFO: Epoch 2: 40400/75000, ETA: 0:33:48, 17.06it/s, loss: 0.1872, loss_seg: 0.1872, _pixel_acc: 0.9400 [06/27 22:59:07] Vis4D INFO: Epoch 2: 40450/75000, ETA: 0:33:48, 17.03it/s, loss: 0.1911, loss_seg: 0.1911, _pixel_acc: 0.9390 [06/27 22:59:14] Vis4D INFO: Epoch 2: 40500/75000, ETA: 0:33:48, 17.00it/s, loss: 0.1903, loss_seg: 0.1903, _pixel_acc: 0.9379 [06/27 22:59:20] Vis4D INFO: Epoch 2: 40550/75000, ETA: 0:33:49, 16.98it/s, loss: 0.1971, loss_seg: 0.1971, _pixel_acc: 0.9341 [06/27 22:59:27] Vis4D INFO: Epoch 2: 40600/75000, ETA: 0:33:49, 16.95it/s, loss: 0.1995, loss_seg: 0.1995, _pixel_acc: 0.9342 [06/27 22:59:34] Vis4D INFO: Epoch 2: 40650/75000, ETA: 0:33:49, 16.93it/s, loss: 0.2038, loss_seg: 0.2038, _pixel_acc: 0.9323 [06/27 22:59:41] Vis4D INFO: Epoch 2: 40700/75000, ETA: 0:33:50, 16.89it/s, loss: 0.2114, loss_seg: 0.2114, _pixel_acc: 0.9307 [06/27 22:59:48] Vis4D INFO: Epoch 2: 40750/75000, ETA: 0:33:51, 16.86it/s, loss: 0.2557, loss_seg: 0.2557, _pixel_acc: 0.9180 [06/27 22:59:54] Vis4D INFO: Epoch 2: 40800/75000, ETA: 0:33:50, 16.84it/s, loss: 0.2090, loss_seg: 0.2090, _pixel_acc: 0.9280 [06/27 23:00:01] Vis4D INFO: Epoch 2: 40850/75000, ETA: 0:33:50, 16.82it/s, loss: 0.2644, loss_seg: 0.2644, _pixel_acc: 0.9191 [06/27 23:00:07] Vis4D INFO: Epoch 2: 40900/75000, ETA: 0:33:50, 16.80it/s, loss: 0.2090, loss_seg: 0.2090, _pixel_acc: 0.9305 [06/27 23:00:14] Vis4D INFO: Epoch 2: 40950/75000, ETA: 0:33:50, 16.77it/s, loss: 0.2214, loss_seg: 0.2214, _pixel_acc: 0.9278 [06/27 23:00:20] Vis4D INFO: Epoch 2: 41000/75000, ETA: 0:33:50, 16.75it/s, loss: 0.2418, loss_seg: 0.2418, _pixel_acc: 0.9228 [06/27 23:00:27] Vis4D INFO: Epoch 2: 41050/75000, ETA: 0:33:50, 16.72it/s, loss: 0.2121, loss_seg: 0.2121, _pixel_acc: 0.9302 [06/27 23:00:34] Vis4D INFO: Epoch 2: 41100/75000, ETA: 0:33:50, 16.70it/s, loss: 0.2046, loss_seg: 0.2046, _pixel_acc: 0.9336 [06/27 23:00:40] Vis4D INFO: Epoch 2: 41150/75000, ETA: 0:33:50, 16.67it/s, loss: 0.2097, loss_seg: 0.2097, _pixel_acc: 0.9305 [06/27 23:00:47] Vis4D INFO: Epoch 2: 41200/75000, ETA: 0:33:50, 16.65it/s, loss: 0.2209, loss_seg: 0.2209, _pixel_acc: 0.9279 [06/27 23:00:54] Vis4D INFO: Epoch 2: 41250/75000, ETA: 0:33:50, 16.62it/s, loss: 0.2016, loss_seg: 0.2016, _pixel_acc: 0.9332 [06/27 23:01:00] Vis4D INFO: Epoch 2: 41300/75000, ETA: 0:33:50, 16.60it/s, loss: 0.1955, loss_seg: 0.1955, _pixel_acc: 0.9349 [06/27 23:01:08] Vis4D INFO: Epoch 2: 41350/75000, ETA: 0:33:50, 16.57it/s, loss: 0.2088, loss_seg: 0.2088, _pixel_acc: 0.9320 [06/27 23:01:14] Vis4D INFO: Epoch 2: 41400/75000, ETA: 0:33:50, 16.54it/s, loss: 0.2236, loss_seg: 0.2236, _pixel_acc: 0.9270 [06/27 23:01:21] Vis4D INFO: Epoch 2: 41450/75000, ETA: 0:33:51, 16.52it/s, loss: 0.2309, loss_seg: 0.2309, _pixel_acc: 0.9223 [06/27 23:01:27] Vis4D INFO: Epoch 2: 41500/75000, ETA: 0:33:50, 16.50it/s, loss: 0.2047, loss_seg: 0.2047, _pixel_acc: 0.9318 [06/27 23:01:33] Vis4D INFO: Epoch 2: 41550/75000, ETA: 0:33:49, 16.48it/s, loss: 0.2180, loss_seg: 0.2180, _pixel_acc: 0.9287 [06/27 23:01:40] Vis4D INFO: Epoch 2: 41600/75000, ETA: 0:33:49, 16.46it/s, loss: 0.2529, loss_seg: 0.2529, _pixel_acc: 0.9180 [06/27 23:01:46] Vis4D INFO: Epoch 2: 41650/75000, ETA: 0:33:49, 16.44it/s, loss: 0.2305, loss_seg: 0.2305, _pixel_acc: 0.9252 [06/27 23:01:52] Vis4D INFO: Epoch 2: 41700/75000, ETA: 0:33:48, 16.41it/s, loss: 0.2294, loss_seg: 0.2294, _pixel_acc: 0.9247 [06/27 23:01:58] Vis4D INFO: Epoch 2: 41750/75000, ETA: 0:33:48, 16.40it/s, loss: 0.2080, loss_seg: 0.2080, _pixel_acc: 0.9311 [06/27 23:02:05] Vis4D INFO: Epoch 2: 41800/75000, ETA: 0:33:47, 16.37it/s, loss: 0.2248, loss_seg: 0.2248, _pixel_acc: 0.9265 [06/27 23:02:11] Vis4D INFO: Epoch 2: 41850/75000, ETA: 0:33:47, 16.35it/s, loss: 0.1927, loss_seg: 0.1927, _pixel_acc: 0.9367 [06/27 23:02:18] Vis4D INFO: Epoch 2: 41900/75000, ETA: 0:33:46, 16.33it/s, loss: 0.2189, loss_seg: 0.2189, _pixel_acc: 0.9284 [06/27 23:02:24] Vis4D INFO: Epoch 2: 41950/75000, ETA: 0:33:46, 16.31it/s, loss: 0.2390, loss_seg: 0.2390, _pixel_acc: 0.9226 [06/27 23:02:30] Vis4D INFO: Epoch 2: 42000/75000, ETA: 0:33:45, 16.29it/s, loss: 0.2425, loss_seg: 0.2425, _pixel_acc: 0.9204 [06/27 23:02:37] Vis4D INFO: Epoch 2: 42050/75000, ETA: 0:33:45, 16.27it/s, loss: 0.2058, loss_seg: 0.2058, _pixel_acc: 0.9315 [06/27 23:02:44] Vis4D INFO: Epoch 2: 42100/75000, ETA: 0:33:45, 16.24it/s, loss: 0.2035, loss_seg: 0.2035, _pixel_acc: 0.9318 [06/27 23:02:50] Vis4D INFO: Epoch 2: 42150/75000, ETA: 0:33:45, 16.22it/s, loss: 0.1987, loss_seg: 0.1987, _pixel_acc: 0.9340 [06/27 23:02:57] Vis4D INFO: Epoch 2: 42200/75000, ETA: 0:33:44, 16.20it/s, loss: 0.2016, loss_seg: 0.2016, _pixel_acc: 0.9331 [06/27 23:03:03] Vis4D INFO: Epoch 2: 42250/75000, ETA: 0:33:44, 16.18it/s, loss: 0.2199, loss_seg: 0.2199, _pixel_acc: 0.9300 [06/27 23:03:09] Vis4D INFO: Epoch 2: 42300/75000, ETA: 0:33:43, 16.16it/s, loss: 0.2288, loss_seg: 0.2288, _pixel_acc: 0.9240 [06/27 23:03:16] Vis4D INFO: Epoch 2: 42350/75000, ETA: 0:33:42, 16.14it/s, loss: 0.2193, loss_seg: 0.2193, _pixel_acc: 0.9280 [06/27 23:03:22] Vis4D INFO: Epoch 2: 42400/75000, ETA: 0:33:42, 16.12it/s, loss: 0.2171, loss_seg: 0.2171, _pixel_acc: 0.9278 [06/27 23:03:28] Vis4D INFO: Epoch 2: 42450/75000, ETA: 0:33:41, 16.10it/s, loss: 0.2106, loss_seg: 0.2106, _pixel_acc: 0.9311 [06/27 23:03:34] Vis4D INFO: Epoch 2: 42500/75000, ETA: 0:33:40, 16.08it/s, loss: 0.1875, loss_seg: 0.1875, _pixel_acc: 0.9387 [06/27 23:03:41] Vis4D INFO: Epoch 2: 42550/75000, ETA: 0:33:40, 16.06it/s, loss: 0.1989, loss_seg: 0.1989, _pixel_acc: 0.9352 [06/27 23:03:47] Vis4D INFO: Epoch 2: 42600/75000, ETA: 0:33:39, 16.04it/s, loss: 0.2189, loss_seg: 0.2189, _pixel_acc: 0.9262 [06/27 23:03:54] Vis4D INFO: Epoch 2: 42650/75000, ETA: 0:33:39, 16.02it/s, loss: 0.2167, loss_seg: 0.2167, _pixel_acc: 0.9287 [06/27 23:04:00] Vis4D INFO: Epoch 2: 42700/75000, ETA: 0:33:38, 16.00it/s, loss: 0.2066, loss_seg: 0.2066, _pixel_acc: 0.9323 [06/27 23:04:07] Vis4D INFO: Epoch 2: 42750/75000, ETA: 0:33:37, 15.98it/s, loss: 0.2113, loss_seg: 0.2113, _pixel_acc: 0.9310 [06/27 23:04:13] Vis4D INFO: Epoch 2: 42800/75000, ETA: 0:33:37, 15.96it/s, loss: 0.2294, loss_seg: 0.2294, _pixel_acc: 0.9275 [06/27 23:04:19] Vis4D INFO: Epoch 2: 42850/75000, ETA: 0:33:36, 15.95it/s, loss: 0.2299, loss_seg: 0.2299, _pixel_acc: 0.9239 [06/27 23:04:25] Vis4D INFO: Epoch 2: 42900/75000, ETA: 0:33:35, 15.93it/s, loss: 0.2037, loss_seg: 0.2037, _pixel_acc: 0.9328 [06/27 23:04:31] Vis4D INFO: Epoch 2: 42950/75000, ETA: 0:33:34, 15.91it/s, loss: 0.2057, loss_seg: 0.2057, _pixel_acc: 0.9323 [06/27 23:04:38] Vis4D INFO: Epoch 2: 43000/75000, ETA: 0:33:33, 15.89it/s, loss: 0.2064, loss_seg: 0.2064, _pixel_acc: 0.9304 [06/27 23:04:44] Vis4D INFO: Epoch 2: 43050/75000, ETA: 0:33:32, 15.87it/s, loss: 0.1973, loss_seg: 0.1973, _pixel_acc: 0.9346 [06/27 23:04:50] Vis4D INFO: Epoch 2: 43100/75000, ETA: 0:33:31, 15.86it/s, loss: 0.2115, loss_seg: 0.2115, _pixel_acc: 0.9300 [06/27 23:04:56] Vis4D INFO: Epoch 2: 43150/75000, ETA: 0:33:30, 15.84it/s, loss: 0.1983, loss_seg: 0.1983, _pixel_acc: 0.9346 [06/27 23:05:03] Vis4D INFO: Epoch 2: 43200/75000, ETA: 0:33:30, 15.82it/s, loss: 0.1971, loss_seg: 0.1971, _pixel_acc: 0.9348 [06/27 23:05:09] Vis4D INFO: Epoch 2: 43250/75000, ETA: 0:33:29, 15.80it/s, loss: 0.2037, loss_seg: 0.2037, _pixel_acc: 0.9324 [06/27 23:05:16] Vis4D INFO: Epoch 2: 43300/75000, ETA: 0:33:28, 15.78it/s, loss: 0.2067, loss_seg: 0.2067, _pixel_acc: 0.9307 [06/27 23:05:22] Vis4D INFO: Epoch 2: 43350/75000, ETA: 0:33:27, 15.77it/s, loss: 0.1914, loss_seg: 0.1914, _pixel_acc: 0.9366 [06/27 23:05:28] Vis4D INFO: Epoch 2: 43400/75000, ETA: 0:33:26, 15.75it/s, loss: 0.2099, loss_seg: 0.2099, _pixel_acc: 0.9312 [06/27 23:05:34] Vis4D INFO: Epoch 2: 43450/75000, ETA: 0:33:25, 15.73it/s, loss: 0.2090, loss_seg: 0.2090, _pixel_acc: 0.9309 [06/27 23:05:41] Vis4D INFO: Epoch 2: 43500/75000, ETA: 0:33:24, 15.71it/s, loss: 0.2115, loss_seg: 0.2115, _pixel_acc: 0.9276 [06/27 23:05:47] Vis4D INFO: Epoch 2: 43550/75000, ETA: 0:33:23, 15.70it/s, loss: 0.1933, loss_seg: 0.1933, _pixel_acc: 0.9348 [06/27 23:05:53] Vis4D INFO: Epoch 2: 43600/75000, ETA: 0:33:22, 15.68it/s, loss: 0.2085, loss_seg: 0.2085, _pixel_acc: 0.9329 [06/27 23:05:59] Vis4D INFO: Epoch 2: 43650/75000, ETA: 0:33:21, 15.66it/s, loss: 0.1810, loss_seg: 0.1810, _pixel_acc: 0.9394 [06/27 23:06:06] Vis4D INFO: Epoch 2: 43700/75000, ETA: 0:33:21, 15.64it/s, loss: 0.1903, loss_seg: 0.1903, _pixel_acc: 0.9370 [06/27 23:06:12] Vis4D INFO: Epoch 2: 43750/75000, ETA: 0:33:19, 15.63it/s, loss: 0.1852, loss_seg: 0.1852, _pixel_acc: 0.9381 [06/27 23:06:18] Vis4D INFO: Epoch 2: 43800/75000, ETA: 0:33:18, 15.61it/s, loss: 0.2205, loss_seg: 0.2205, _pixel_acc: 0.9280 [06/27 23:06:24] Vis4D INFO: Epoch 2: 43850/75000, ETA: 0:33:17, 15.59it/s, loss: 0.2160, loss_seg: 0.2160, _pixel_acc: 0.9296 [06/27 23:06:30] Vis4D INFO: Epoch 2: 43900/75000, ETA: 0:33:16, 15.58it/s, loss: 0.1822, loss_seg: 0.1822, _pixel_acc: 0.9392 [06/27 23:06:36] Vis4D INFO: Epoch 2: 43950/75000, ETA: 0:33:15, 15.56it/s, loss: 0.2491, loss_seg: 0.2491, _pixel_acc: 0.9208 [06/27 23:06:43] Vis4D INFO: Epoch 2: 44000/75000, ETA: 0:33:14, 15.54it/s, loss: 0.2183, loss_seg: 0.2183, _pixel_acc: 0.9287 [06/27 23:06:49] Vis4D INFO: Epoch 2: 44050/75000, ETA: 0:33:13, 15.53it/s, loss: 0.2110, loss_seg: 0.2110, _pixel_acc: 0.9315 [06/27 23:06:55] Vis4D INFO: Epoch 2: 44100/75000, ETA: 0:33:12, 15.51it/s, loss: 0.2234, loss_seg: 0.2234, _pixel_acc: 0.9255 [06/27 23:07:01] Vis4D INFO: Epoch 2: 44150/75000, ETA: 0:33:11, 15.49it/s, loss: 0.2111, loss_seg: 0.2111, _pixel_acc: 0.9303 [06/27 23:07:08] Vis4D INFO: Epoch 2: 44200/75000, ETA: 0:33:09, 15.48it/s, loss: 0.2136, loss_seg: 0.2136, _pixel_acc: 0.9298 [06/27 23:07:14] Vis4D INFO: Epoch 2: 44250/75000, ETA: 0:33:09, 15.46it/s, loss: 0.2056, loss_seg: 0.2056, _pixel_acc: 0.9331 [06/27 23:07:21] Vis4D INFO: Epoch 2: 44300/75000, ETA: 0:33:08, 15.44it/s, loss: 0.2124, loss_seg: 0.2124, _pixel_acc: 0.9293 [06/27 23:07:27] Vis4D INFO: Epoch 2: 44350/75000, ETA: 0:33:06, 15.43it/s, loss: 0.2079, loss_seg: 0.2079, _pixel_acc: 0.9310 [06/27 23:07:33] Vis4D INFO: Epoch 2: 44400/75000, ETA: 0:33:05, 15.41it/s, loss: 0.1783, loss_seg: 0.1783, _pixel_acc: 0.9413 [06/27 23:07:39] Vis4D INFO: Epoch 2: 44450/75000, ETA: 0:33:04, 15.40it/s, loss: 0.1832, loss_seg: 0.1832, _pixel_acc: 0.9388 [06/27 23:07:45] Vis4D INFO: Epoch 2: 44500/75000, ETA: 0:33:02, 15.38it/s, loss: 0.1975, loss_seg: 0.1975, _pixel_acc: 0.9343 [06/27 23:07:51] Vis4D INFO: Epoch 2: 44550/75000, ETA: 0:33:01, 15.37it/s, loss: 0.1855, loss_seg: 0.1855, _pixel_acc: 0.9395 [06/27 23:07:57] Vis4D INFO: Epoch 2: 44600/75000, ETA: 0:33:00, 15.35it/s, loss: 0.1911, loss_seg: 0.1911, _pixel_acc: 0.9357 [06/27 23:08:03] Vis4D INFO: Epoch 2: 44650/75000, ETA: 0:32:59, 15.34it/s, loss: 0.2768, loss_seg: 0.2768, _pixel_acc: 0.9070 [06/27 23:08:10] Vis4D INFO: Epoch 2: 44700/75000, ETA: 0:32:57, 15.32it/s, loss: 0.2115, loss_seg: 0.2115, _pixel_acc: 0.9296 [06/27 23:08:16] Vis4D INFO: Epoch 2: 44750/75000, ETA: 0:32:56, 15.31it/s, loss: 0.2085, loss_seg: 0.2085, _pixel_acc: 0.9310 [06/27 23:08:22] Vis4D INFO: Epoch 2: 44800/75000, ETA: 0:32:55, 15.29it/s, loss: 0.1994, loss_seg: 0.1994, _pixel_acc: 0.9337 [06/27 23:08:28] Vis4D INFO: Epoch 2: 44850/75000, ETA: 0:32:53, 15.27it/s, loss: 0.2274, loss_seg: 0.2274, _pixel_acc: 0.9250 [06/27 23:08:34] Vis4D INFO: Epoch 2: 44900/75000, ETA: 0:32:52, 15.26it/s, loss: 0.2061, loss_seg: 0.2061, _pixel_acc: 0.9319 [06/27 23:08:40] Vis4D INFO: Epoch 2: 44950/75000, ETA: 0:32:50, 15.25it/s, loss: 0.1855, loss_seg: 0.1855, _pixel_acc: 0.9385 [06/27 23:08:46] Vis4D INFO: Epoch 2: 45000/75000, ETA: 0:32:49, 15.23it/s, loss: 0.2145, loss_seg: 0.2145, _pixel_acc: 0.9275 [06/27 23:08:52] Vis4D INFO: Testing: 50/12500, ETA: 0:27:27, 7.55it/s [06/27 23:08:59] Vis4D INFO: Testing: 100/12500, ETA: 0:26:50, 7.70it/s [06/27 23:09:05] Vis4D INFO: Testing: 150/12500, ETA: 0:26:17, 7.83it/s [06/27 23:09:11] Vis4D INFO: Testing: 200/12500, ETA: 0:25:54, 7.91it/s [06/27 23:09:17] Vis4D INFO: Testing: 250/12500, ETA: 0:25:32, 8.00it/s [06/27 23:09:23] Vis4D INFO: Testing: 300/12500, ETA: 0:25:22, 8.01it/s [06/27 23:09:29] Vis4D INFO: Testing: 350/12500, ETA: 0:25:12, 8.03it/s [06/27 23:09:36] Vis4D INFO: Testing: 400/12500, ETA: 0:25:07, 8.03it/s [06/27 23:09:42] Vis4D INFO: Testing: 450/12500, ETA: 0:25:00, 8.03it/s [06/27 23:09:48] Vis4D INFO: Testing: 500/12500, ETA: 0:24:57, 8.02it/s [06/27 23:09:54] Vis4D INFO: Testing: 550/12500, ETA: 0:24:49, 8.02it/s [06/27 23:10:01] Vis4D INFO: Testing: 600/12500, ETA: 0:24:41, 8.03it/s [06/27 23:10:07] Vis4D INFO: Testing: 650/12500, ETA: 0:24:33, 8.04it/s [06/27 23:10:13] Vis4D INFO: Testing: 700/12500, ETA: 0:24:23, 8.06it/s [06/27 23:10:19] Vis4D INFO: Testing: 750/12500, ETA: 0:24:18, 8.06it/s [06/27 23:10:25] Vis4D INFO: Testing: 800/12500, ETA: 0:24:09, 8.07it/s [06/27 23:10:31] Vis4D INFO: Testing: 850/12500, ETA: 0:24:04, 8.07it/s [06/27 23:10:37] Vis4D INFO: Testing: 900/12500, ETA: 0:23:58, 8.06it/s [06/27 23:10:44] Vis4D INFO: Testing: 950/12500, ETA: 0:23:51, 8.07it/s [06/27 23:10:50] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:46, 8.06it/s [06/27 23:10:56] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:40, 8.06it/s [06/27 23:11:02] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:31, 8.07it/s [06/27 23:11:08] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:25, 8.08it/s [06/27 23:11:14] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:18, 8.08it/s [06/27 23:11:21] Vis4D INFO: Testing: 1250/12500, ETA: 0:23:12, 8.08it/s [06/27 23:11:27] Vis4D INFO: Testing: 1300/12500, ETA: 0:23:06, 8.08it/s [06/27 23:11:33] Vis4D INFO: Testing: 1350/12500, ETA: 0:23:00, 8.08it/s [06/27 23:11:39] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:53, 8.08it/s [06/27 23:11:45] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:46, 8.08it/s [06/27 23:11:51] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:41, 8.08it/s [06/27 23:11:58] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:35, 8.08it/s [06/27 23:12:04] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:27, 8.09it/s [06/27 23:12:10] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:20, 8.09it/s [06/27 23:12:16] Vis4D INFO: Testing: 1700/12500, ETA: 0:22:13, 8.10it/s [06/27 23:12:22] Vis4D INFO: Testing: 1750/12500, ETA: 0:22:07, 8.10it/s [06/27 23:12:28] Vis4D INFO: Testing: 1800/12500, ETA: 0:22:01, 8.10it/s [06/27 23:12:34] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:55, 8.10it/s [06/27 23:12:41] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:49, 8.10it/s [06/27 23:12:47] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:42, 8.10it/s [06/27 23:12:53] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:34, 8.11it/s [06/27 23:12:59] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:28, 8.11it/s [06/27 23:13:05] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:21, 8.11it/s [06/27 23:13:11] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:16, 8.11it/s [06/27 23:13:17] Vis4D INFO: Testing: 2200/12500, ETA: 0:21:10, 8.11it/s [06/27 23:13:23] Vis4D INFO: Testing: 2250/12500, ETA: 0:21:03, 8.11it/s [06/27 23:13:30] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:58, 8.11it/s [06/27 23:13:36] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:52, 8.11it/s [06/27 23:13:42] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:45, 8.11it/s [06/27 23:13:48] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:39, 8.11it/s [06/27 23:13:54] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:33, 8.11it/s [06/27 23:14:00] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:27, 8.10it/s [06/27 23:14:07] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:21, 8.10it/s [06/27 23:14:13] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:15, 8.10it/s [06/27 23:14:19] Vis4D INFO: Testing: 2700/12500, ETA: 0:20:09, 8.10it/s [06/27 23:14:25] Vis4D INFO: Testing: 2750/12500, ETA: 0:20:03, 8.10it/s [06/27 23:14:31] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:57, 8.10it/s [06/27 23:14:37] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:50, 8.11it/s [06/27 23:14:44] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:44, 8.11it/s [06/27 23:14:50] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:38, 8.10it/s [06/27 23:14:56] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:31, 8.11it/s [06/27 23:15:02] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:25, 8.11it/s [06/27 23:15:08] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:19, 8.11it/s [06/27 23:15:14] Vis4D INFO: Testing: 3150/12500, ETA: 0:19:13, 8.11it/s [06/27 23:15:20] Vis4D INFO: Testing: 3200/12500, ETA: 0:19:06, 8.11it/s [06/27 23:15:26] Vis4D INFO: Testing: 3250/12500, ETA: 0:19:00, 8.11it/s [06/27 23:15:33] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:54, 8.11it/s [06/27 23:15:39] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:47, 8.12it/s [06/27 23:15:45] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:41, 8.12it/s [06/27 23:15:51] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:34, 8.12it/s [06/27 23:15:57] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:28, 8.12it/s [06/27 23:16:03] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:22, 8.12it/s [06/27 23:16:09] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:16, 8.12it/s [06/27 23:16:15] Vis4D INFO: Testing: 3650/12500, ETA: 0:18:09, 8.12it/s [06/27 23:16:21] Vis4D INFO: Testing: 3700/12500, ETA: 0:18:03, 8.12it/s [06/27 23:16:28] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:57, 8.12it/s [06/27 23:16:34] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:51, 8.12it/s [06/27 23:16:40] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:45, 8.12it/s [06/27 23:16:46] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:38, 8.12it/s [06/27 23:16:52] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:32, 8.12it/s [06/27 23:16:58] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:26, 8.12it/s [06/27 23:17:05] Vis4D INFO: Testing: 4050/12500, ETA: 0:17:20, 8.12it/s [06/27 23:17:11] Vis4D INFO: Testing: 4100/12500, ETA: 0:17:14, 8.12it/s [06/27 23:17:17] Vis4D INFO: Testing: 4150/12500, ETA: 0:17:07, 8.12it/s [06/27 23:17:23] Vis4D INFO: Testing: 4200/12500, ETA: 0:17:01, 8.13it/s [06/27 23:17:29] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:55, 8.13it/s [06/27 23:17:35] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:48, 8.13it/s [06/27 23:17:41] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:42, 8.13it/s [06/27 23:17:47] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:35, 8.13it/s [06/27 23:17:53] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:29, 8.13it/s [06/27 23:17:59] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:23, 8.14it/s [06/27 23:18:05] Vis4D INFO: Testing: 4550/12500, ETA: 0:16:16, 8.14it/s [06/27 23:18:11] Vis4D INFO: Testing: 4600/12500, ETA: 0:16:10, 8.14it/s [06/27 23:18:17] Vis4D INFO: Testing: 4650/12500, ETA: 0:16:04, 8.14it/s [06/27 23:18:23] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:58, 8.14it/s [06/27 23:18:29] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:52, 8.14it/s [06/27 23:18:36] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:46, 8.14it/s [06/27 23:18:42] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:39, 8.14it/s [06/27 23:18:48] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:33, 8.14it/s [06/27 23:18:54] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:27, 8.14it/s [06/27 23:19:00] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:21, 8.14it/s [06/27 23:19:06] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:15, 8.14it/s [06/27 23:19:12] Vis4D INFO: Testing: 5100/12500, ETA: 0:15:08, 8.14it/s [06/27 23:19:18] Vis4D INFO: Testing: 5150/12500, ETA: 0:15:02, 8.14it/s [06/27 23:19:24] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:56, 8.14it/s [06/27 23:19:30] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:50, 8.15it/s [06/27 23:19:37] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:43, 8.15it/s [06/27 23:19:42] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:37, 8.15it/s [06/27 23:19:49] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:31, 8.15it/s [06/27 23:19:55] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:25, 8.15it/s [06/27 23:20:01] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:19, 8.15it/s [06/27 23:20:07] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:12, 8.15it/s [06/27 23:20:13] Vis4D INFO: Testing: 5600/12500, ETA: 0:14:06, 8.15it/s [06/27 23:20:19] Vis4D INFO: Testing: 5650/12500, ETA: 0:14:00, 8.15it/s [06/27 23:20:25] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:54, 8.15it/s [06/27 23:20:31] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:48, 8.15it/s [06/27 23:20:38] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:42, 8.15it/s [06/27 23:20:44] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:35, 8.15it/s [06/27 23:20:50] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:29, 8.15it/s [06/27 23:20:56] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:23, 8.15it/s [06/27 23:21:02] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 6700/12500, ETA: 0:11:50, 8.17it/s [06/27 23:22:32] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:43, 8.17it/s [06/27 23:22:38] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:37, 8.17it/s [06/27 23:22:44] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:31, 8.17it/s [06/27 23:22:50] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:25, 8.17it/s [06/27 23:22:56] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:18, 8.18it/s [06/27 23:23:02] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:12, 8.18it/s [06/27 23:23:08] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:06, 8.18it/s [06/27 23:23:14] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:59, 8.18it/s [06/27 23:23:19] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:53, 8.18it/s [06/27 23:23:25] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:47, 8.19it/s [06/27 23:23:31] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:41, 8.19it/s [06/27 23:23:37] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:34, 8.19it/s [06/27 23:23:43] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:28, 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Vis4D INFO: Testing: 8750/12500, ETA: 0:07:35, 8.23it/s [06/27 23:26:35] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:29, 8.23it/s [06/27 23:26:41] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:23, 8.23it/s [06/27 23:26:47] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:17, 8.23it/s [06/27 23:26:53] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:11, 8.23it/s [06/27 23:26:59] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:05, 8.24it/s [06/27 23:27:05] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:58, 8.24it/s [06/27 23:27:11] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:52, 8.24it/s [06/27 23:27:17] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:46, 8.24it/s [06/27 23:27:23] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:40, 8.24it/s [06/27 23:27:28] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:34, 8.24it/s [06/27 23:27:34] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:28, 8.24it/s [06/27 23:27:40] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:22, 8.24it/s [06/27 23:27:46] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:16, 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[06/27 23:30:33] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:25, 8.26it/s [06/27 23:30:39] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:19, 8.26it/s [06/27 23:30:45] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:13, 8.26it/s [06/27 23:30:51] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:07, 8.26it/s [06/27 23:30:57] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:01, 8.26it/s [06/27 23:31:03] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:55, 8.26it/s [06/27 23:31:10] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:49, 8.26it/s [06/27 23:31:16] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:43, 8.26it/s [06/27 23:31:22] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:37, 8.26it/s [06/27 23:31:28] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:31, 8.26it/s [06/27 23:31:34] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:25, 8.26it/s [06/27 23:31:40] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:19, 8.26it/s [06/27 23:31:45] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:13, 8.26it/s [06/27 23:31:51] Vis4D INFO: Testing: 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[06/27 23:33:15] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:42, 8.27it/s [06/27 23:33:21] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.27it/s [06/27 23:33:27] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.27it/s [06/27 23:33:33] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.27it/s [06/27 23:33:39] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.27it/s [06/27 23:33:44] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.27it/s [06/27 23:33:50] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.28it/s [06/27 23:33:56] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.28it/s [06/27 23:33:56] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/27 23:33:56] Vis4D INFO: mIoU: 70.3579 [06/27 23:33:56] Vis4D INFO: Showing evaluation results for mIoU [06/27 23:33:56] Vis4D INFO: mIoU: 70.358% unlabeled: (nan%), building: (77.288%), fence: (47.677%), other: (nan%), pedestrian: (56.959%), pole: (51.985%), road line: (78.901%), road: (97.094%), sidewalk: (89.171%), vegetation: (69.726%), vehicle: (88.564%), wall: (75.239%), traffic sign: (46.772%), sky: (86.834%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (57.122%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (61.679%) [06/27 23:33:56] Vis4D INFO: Showing evaluation results for confusion_matrix [06/27 23:33:56] Vis4D INFO: +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.9390656688393139 | 0.0406381092476697 | inf | 0.0572290524399571 | 0.052412956389361776 | 0.00010363321064617677 | 0.0001185194148719729 | 0.004623415079709456 | 0.021182836183192385 | 0.011193694592445888 | 0.027675202240463406 | 0.017852752271852096 | 0.005665131583656767 | inf | inf | inf | inf | 0.02129608636096171 | inf | inf | inf | 0.00898353317046141 | | Class_2 | nan | 0.005702116501611777 | 0.5978036622720445 | inf | 0.009152758054421891 | 0.009578948770543402 | 5.161876459914396e-05 | 8.707808336314001e-05 | 0.00283620577013932 | 0.007513472883867383 | 0.002840548363733312 | 0.009539549566418132 | 0.0010134186680724384 | 0.000289842066020289 | inf | inf | inf | inf | 0.0008122353654895961 | inf | inf | inf | 0.012183517721567722 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.0014490521593212731 | 0.00578111081956621 | inf | 0.7585567208411835 | 0.002174573777829621 | 0.00013039823429980175 | 0.00019147119958004324 | 0.0012063186664313865 | 0.00097937591191517 | 0.004132170751002955 | 0.0026840841739053166 | 0.0004222120175639101 | 4.5839795991332025e-07 | inf | inf | inf | inf | 1.4936161348938871e-05 | inf | inf | nan | 0.0007685607415899952 | | Class_5 | nan | 0.01644498076179918 | 0.01165052246377366 | inf | 0.0064039725835745775 | 0.6028247279806093 | 6.255299746714413e-05 | 5.685010280622377e-05 | 0.001571173592399862 | 0.005668854693950836 | 0.0013624980627666519 | 0.004287659351754692 | 0.019294629306634652 | 0.00190318395733637 | inf | inf | inf | inf | 0.01918755345485123 | inf | inf | inf | 0.0038547493874065 | | Class_6 | nan | 9.586861863100594e-05 | 0.0006142355124281713 | inf | 0.0022787792501879297 | 9.672279756113893e-05 | 0.8348482162433029 | 0.005153463806865142 | 0.0016084944122772677 | 9.790096407075046e-05 | 0.0008786243727942035 | 9.773387356840668e-05 | 4.804883958620339e-07 | 4.491536988779364e-07 | inf | inf | nan | inf | 0.00018030903263397668 | inf | inf | inf | 0.00020827537008231325 | | Class_7 | nan | 0.0008130535950065668 | 0.00823173064321733 | inf | 0.051641219011986726 | 0.002704981293707625 | 0.0563427630110482 | 0.9849237850684484 | 0.026802339877004488 | 0.0029139698971299734 | 0.02587708919264781 | 0.003224569497637471 | 1.3728239881772397e-06 | 4.3865045753011454e-05 | inf | inf | nan | inf | 0.00010524426287260011 | inf | inf | inf | 0.011563692400661896 | | Class_8 | nan | 0.002924982686127328 | 0.01885290215447101 | inf | 0.027695742319029323 | 0.011348607583682797 | 0.0006358035608362699 | 0.0034082651728971464 | 0.9388468175641078 | 0.002274746334301638 | 0.007078873114191171 | 0.008391387196211205 | 9.541126717831817e-06 | 1.1863761797346918e-05 | inf | inf | nan | inf | 7.29529731696243e-07 | inf | inf | inf | 0.0113169204282811 | | Class_9 | nan | 0.05239812666011472 | 0.0738109916551604 | inf | 0.03239442308627972 | 0.026429960418901808 | 0.0002121629792099782 | 0.0006398845545046504 | 0.0025985315455917205 | 0.8516826828532509 | 0.009019263116966561 | 0.008470281656021704 | 0.01537054921882883 | 0.013115973696629686 | inf | inf | inf | inf | 0.010875714051222587 | inf | inf | inf | 0.10110961500052486 | | Class_10 | nan | 0.00457148980370309 | 0.009901375256647372 | inf | 0.11650823690812785 | 0.0017901938761980087 | 0.00047782774276664285 | 0.002794567346521607 | 0.0013797686330848892 | 0.0016616937306623077 | 0.9545874668169289 | 0.005606670583337397 | 0.04735597531937034 | 4.099888462913601e-05 | inf | inf | inf | inf | 0.00029895360478878673 | inf | inf | inf | 0.0023695032416453745 | | Class_11 | nan | 0.00838330919646757 | 0.029453856965657096 | inf | 0.011519201671019446 | 0.005725598771058913 | 1.9727546473315986e-05 | 0.00022834045268372563 | 0.0033144235617391642 | 0.004362904322070645 | 0.0026402991591112854 | 0.8131387696156976 | 0.0010943466421754868 | 0.00014068899563471555 | inf | inf | inf | inf | 4.419414322012504e-05 | inf | inf | inf | 0.01837261151169867 | | Class_12 | nan | 0.001455581019414382 | 0.0007710291226432348 | inf | 0.0028356513906639363 | 0.0022142557318871004 | 4.377226017270506e-06 | 4.918089523284148e-07 | 1.9300276296826085e-06 | 0.00034358276295370845 | 0.00020042328758789125 | 0.0003817604878679612 | 0.5208268381598393 | 2.5426706813578678e-05 | nan | inf | inf | inf | 0.004493557580533843 | inf | inf | nan | 0.0004504841354978107 | | Class_13 | nan | 0.11272333541578822 | 0.008139373257177273 | inf | 0.0019393887531395902 | 0.03105008005911726 | 6.60293416164534e-06 | 6.433019107364043e-06 | 0.0003182482224817979 | 0.12810354761411136 | 0.007596397863316137 | 0.0015090703414542585 | 0.005267113795439616 | 0.8884908761702627 | inf | inf | inf | inf | 0.021860588788087932 | inf | inf | nan | 0.11132098834736019 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0021447084587595962 | 0.0007860534241203393 | inf | 0.0011236551577096146 | 0.005632447484136933 | 0.0 | 2.5331123749445455e-07 | 5.407950826513215e-07 | 0.00047078542363770303 | 7.834032318779053e-05 | 5.042343360914028e-05 | 0.0025424700261042483 | 0.00014671962871873527 | nan | inf | inf | inf | 0.6169237843010961 | inf | inf | nan | 0.00021581115610666934 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.005916893916848367 | 0.04523263078517715 | inf | 0.011031984490466428 | 0.00846135795079029 | 5.2883532084360135e-05 | 0.0017184228214210857 | 0.006597738742980141 | 0.04590222457802988 | 0.004947018745903774 | 0.008823094330168188 | 0.0033252542641629104 | 0.0018239111908033062 | inf | inf | inf | inf | 0.0008485582668677353 | inf | inf | inf | 0.7911733644923783 | +-----------+-----------+-----------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/27 23:34:04] Vis4D INFO: Epoch 2: 45050/75000, ETA: 0:16:49, 29.67it/s, loss: 0.1915, loss_seg: 0.1915, _pixel_acc: 0.9352 [06/27 23:34:13] Vis4D INFO: Epoch 2: 45100/75000, ETA: 0:16:52, 29.54it/s, loss: 0.2146, loss_seg: 0.2146, _pixel_acc: 0.9292 [06/27 23:34:21] Vis4D INFO: Epoch 2: 45150/75000, ETA: 0:16:55, 29.40it/s, loss: 0.2086, loss_seg: 0.2086, _pixel_acc: 0.9310 [06/27 23:34:31] Vis4D INFO: Epoch 2: 45200/75000, ETA: 0:16:58, 29.26it/s, loss: 0.2450, loss_seg: 0.2450, _pixel_acc: 0.9186 [06/27 23:34:40] Vis4D INFO: Epoch 2: 45250/75000, ETA: 0:17:01, 29.12it/s, loss: 0.1788, loss_seg: 0.1788, _pixel_acc: 0.9412 [06/27 23:34:47] Vis4D INFO: Epoch 2: 45300/75000, ETA: 0:17:03, 29.01it/s, loss: 0.1926, loss_seg: 0.1926, _pixel_acc: 0.9361 [06/27 23:34:56] Vis4D INFO: Epoch 2: 45350/75000, ETA: 0:17:06, 28.88it/s, loss: 0.2009, loss_seg: 0.2009, _pixel_acc: 0.9325 [06/27 23:35:05] Vis4D INFO: Epoch 2: 45400/75000, ETA: 0:17:09, 28.75it/s, loss: 0.1992, loss_seg: 0.1992, _pixel_acc: 0.9336 [06/27 23:35:14] Vis4D INFO: Epoch 2: 45450/75000, ETA: 0:17:12, 28.62it/s, loss: 0.1886, loss_seg: 0.1886, _pixel_acc: 0.9358 [06/27 23:35:23] Vis4D INFO: Epoch 2: 45500/75000, ETA: 0:17:15, 28.48it/s, loss: 0.2014, loss_seg: 0.2014, _pixel_acc: 0.9335 [06/27 23:35:33] Vis4D INFO: Epoch 2: 45550/75000, ETA: 0:17:18, 28.35it/s, loss: 0.1893, loss_seg: 0.1893, _pixel_acc: 0.9384 [06/27 23:35:41] Vis4D INFO: Epoch 2: 45600/75000, ETA: 0:17:21, 28.23it/s, loss: 0.1974, loss_seg: 0.1974, _pixel_acc: 0.9344 [06/27 23:35:51] Vis4D INFO: Epoch 2: 45650/75000, ETA: 0:17:24, 28.10it/s, loss: 0.2038, loss_seg: 0.2038, _pixel_acc: 0.9322 [06/27 23:35:59] Vis4D INFO: Epoch 2: 45700/75000, ETA: 0:17:26, 27.99it/s, loss: 0.2050, loss_seg: 0.2050, _pixel_acc: 0.9317 [06/27 23:36:07] Vis4D INFO: Epoch 2: 45750/75000, ETA: 0:17:29, 27.88it/s, loss: 0.2222, loss_seg: 0.2222, _pixel_acc: 0.9266 [06/27 23:36:16] Vis4D INFO: Epoch 2: 45800/75000, ETA: 0:17:31, 27.76it/s, loss: 0.1861, loss_seg: 0.1861, _pixel_acc: 0.9369 [06/27 23:36:25] Vis4D INFO: Epoch 2: 45850/75000, ETA: 0:17:34, 27.64it/s, loss: 0.1835, loss_seg: 0.1835, _pixel_acc: 0.9405 [06/27 23:36:33] Vis4D INFO: Epoch 2: 45900/75000, ETA: 0:17:36, 27.53it/s, loss: 0.1956, loss_seg: 0.1956, _pixel_acc: 0.9354 [06/27 23:36:42] Vis4D INFO: Epoch 2: 45950/75000, ETA: 0:17:39, 27.41it/s, loss: 0.1769, loss_seg: 0.1769, _pixel_acc: 0.9416 [06/27 23:36:50] Vis4D INFO: Epoch 2: 46000/75000, ETA: 0:17:41, 27.31it/s, loss: 0.1959, loss_seg: 0.1959, _pixel_acc: 0.9353 [06/27 23:36:59] Vis4D INFO: Epoch 2: 46050/75000, ETA: 0:17:44, 27.21it/s, loss: 0.2017, loss_seg: 0.2017, _pixel_acc: 0.9344 [06/27 23:37:06] Vis4D INFO: Epoch 2: 46100/75000, ETA: 0:17:45, 27.11it/s, loss: 0.2036, loss_seg: 0.2036, _pixel_acc: 0.9329 [06/27 23:37:14] Vis4D INFO: Epoch 2: 46150/75000, ETA: 0:17:47, 27.01it/s, loss: 0.2002, loss_seg: 0.2002, _pixel_acc: 0.9335 [06/27 23:37:23] Vis4D INFO: Epoch 2: 46200/75000, ETA: 0:17:50, 26.91it/s, loss: 0.1969, loss_seg: 0.1969, _pixel_acc: 0.9348 [06/27 23:37:31] Vis4D INFO: Epoch 2: 46250/75000, ETA: 0:17:52, 26.82it/s, loss: 0.1960, loss_seg: 0.1960, _pixel_acc: 0.9347 [06/27 23:37:39] Vis4D INFO: Epoch 2: 46300/75000, ETA: 0:17:54, 26.72it/s, loss: 0.1919, loss_seg: 0.1919, _pixel_acc: 0.9338 [06/27 23:37:46] Vis4D INFO: Epoch 2: 46350/75000, ETA: 0:17:55, 26.63it/s, loss: 0.1990, loss_seg: 0.1990, _pixel_acc: 0.9340 [06/27 23:37:55] Vis4D INFO: Epoch 2: 46400/75000, ETA: 0:17:57, 26.53it/s, loss: 0.1996, loss_seg: 0.1996, _pixel_acc: 0.9321 [06/27 23:38:02] Vis4D INFO: Epoch 2: 46450/75000, ETA: 0:17:59, 26.45it/s, loss: 0.2114, loss_seg: 0.2114, _pixel_acc: 0.9310 [06/27 23:38:10] Vis4D INFO: Epoch 2: 46500/75000, ETA: 0:18:01, 26.36it/s, loss: 0.2041, loss_seg: 0.2041, _pixel_acc: 0.9327 [06/27 23:38:18] Vis4D INFO: Epoch 2: 46550/75000, ETA: 0:18:02, 26.27it/s, loss: 0.2132, loss_seg: 0.2132, _pixel_acc: 0.9272 [06/27 23:38:26] Vis4D INFO: Epoch 2: 46600/75000, ETA: 0:18:04, 26.18it/s, loss: 0.2095, loss_seg: 0.2095, _pixel_acc: 0.9315 [06/27 23:38:34] Vis4D INFO: Epoch 2: 46650/75000, ETA: 0:18:06, 26.09it/s, loss: 0.1958, loss_seg: 0.1958, _pixel_acc: 0.9346 [06/27 23:38:42] Vis4D INFO: Epoch 2: 46700/75000, ETA: 0:18:08, 26.00it/s, loss: 0.1996, loss_seg: 0.1996, _pixel_acc: 0.9326 [06/27 23:38:50] Vis4D INFO: Epoch 2: 46750/75000, ETA: 0:18:10, 25.91it/s, loss: 0.1918, loss_seg: 0.1918, _pixel_acc: 0.9366 [06/27 23:38:58] Vis4D INFO: Epoch 2: 46800/75000, ETA: 0:18:11, 25.83it/s, loss: 0.1864, loss_seg: 0.1864, _pixel_acc: 0.9373 [06/27 23:39:06] Vis4D INFO: Epoch 2: 46850/75000, ETA: 0:18:13, 25.75it/s, loss: 0.1784, loss_seg: 0.1784, _pixel_acc: 0.9405 [06/27 23:39:13] Vis4D INFO: Epoch 2: 46900/75000, ETA: 0:18:14, 25.67it/s, loss: 0.1779, loss_seg: 0.1779, _pixel_acc: 0.9416 [06/27 23:39:21] Vis4D INFO: Epoch 2: 46950/75000, ETA: 0:18:16, 25.58it/s, loss: 0.1825, loss_seg: 0.1825, _pixel_acc: 0.9404 [06/27 23:39:30] Vis4D INFO: Epoch 2: 47000/75000, ETA: 0:18:18, 25.48it/s, loss: 0.1825, loss_seg: 0.1825, _pixel_acc: 0.9398 [06/27 23:39:39] Vis4D INFO: Epoch 2: 47050/75000, ETA: 0:18:20, 25.40it/s, loss: 0.1968, loss_seg: 0.1968, _pixel_acc: 0.9351 [06/27 23:39:46] Vis4D INFO: Epoch 2: 47100/75000, ETA: 0:18:21, 25.32it/s, loss: 0.1975, loss_seg: 0.1975, _pixel_acc: 0.9342 [06/27 23:39:54] Vis4D INFO: Epoch 2: 47150/75000, ETA: 0:18:23, 25.24it/s, loss: 0.1935, loss_seg: 0.1935, _pixel_acc: 0.9363 [06/27 23:40:02] Vis4D INFO: Epoch 2: 47200/75000, ETA: 0:18:24, 25.16it/s, loss: 0.1980, loss_seg: 0.1980, _pixel_acc: 0.9336 [06/27 23:40:09] Vis4D INFO: Epoch 2: 47250/75000, ETA: 0:18:25, 25.09it/s, loss: 0.2025, loss_seg: 0.2025, _pixel_acc: 0.9330 [06/27 23:40:16] Vis4D INFO: Epoch 2: 47300/75000, ETA: 0:18:26, 25.02it/s, loss: 0.1844, loss_seg: 0.1844, _pixel_acc: 0.9384 [06/27 23:40:23] Vis4D INFO: Epoch 2: 47350/75000, ETA: 0:18:28, 24.95it/s, loss: 0.1957, loss_seg: 0.1957, _pixel_acc: 0.9361 [06/27 23:40:32] Vis4D INFO: Epoch 2: 47400/75000, ETA: 0:18:29, 24.87it/s, loss: 0.1876, loss_seg: 0.1876, _pixel_acc: 0.9365 [06/27 23:40:39] Vis4D INFO: Epoch 2: 47450/75000, ETA: 0:18:31, 24.80it/s, loss: 0.1840, loss_seg: 0.1840, _pixel_acc: 0.9380 [06/27 23:40:47] Vis4D INFO: Epoch 2: 47500/75000, ETA: 0:18:32, 24.72it/s, loss: 0.1961, loss_seg: 0.1961, _pixel_acc: 0.9346 [06/27 23:40:55] Vis4D INFO: Epoch 2: 47550/75000, ETA: 0:18:33, 24.65it/s, loss: 0.2241, loss_seg: 0.2241, _pixel_acc: 0.9254 [06/27 23:41:02] Vis4D INFO: Epoch 2: 47600/75000, ETA: 0:18:34, 24.58it/s, loss: 0.2092, loss_seg: 0.2092, _pixel_acc: 0.9309 [06/27 23:41:09] Vis4D INFO: Epoch 2: 47650/75000, ETA: 0:18:35, 24.52it/s, loss: 0.1936, loss_seg: 0.1936, _pixel_acc: 0.9349 [06/27 23:41:16] Vis4D INFO: Epoch 2: 47700/75000, ETA: 0:18:36, 24.46it/s, loss: 0.2196, loss_seg: 0.2196, _pixel_acc: 0.9283 [06/27 23:41:24] Vis4D INFO: Epoch 2: 47750/75000, ETA: 0:18:37, 24.39it/s, loss: 0.2382, loss_seg: 0.2382, _pixel_acc: 0.9226 [06/27 23:41:31] Vis4D INFO: Epoch 2: 47800/75000, ETA: 0:18:38, 24.32it/s, loss: 0.1959, loss_seg: 0.1959, _pixel_acc: 0.9355 [06/27 23:41:38] Vis4D INFO: Epoch 2: 47850/75000, ETA: 0:18:39, 24.26it/s, loss: 0.2141, loss_seg: 0.2141, _pixel_acc: 0.9286 [06/27 23:41:47] Vis4D INFO: Epoch 2: 47900/75000, ETA: 0:18:40, 24.18it/s, loss: 0.2128, loss_seg: 0.2128, _pixel_acc: 0.9308 [06/27 23:41:54] Vis4D INFO: Epoch 2: 47950/75000, ETA: 0:18:41, 24.12it/s, loss: 0.2003, loss_seg: 0.2003, _pixel_acc: 0.9342 [06/27 23:42:00] Vis4D INFO: Epoch 2: 48000/75000, ETA: 0:18:41, 24.07it/s, loss: 0.2089, loss_seg: 0.2089, _pixel_acc: 0.9303 [06/27 23:42:08] Vis4D INFO: Epoch 2: 48050/75000, ETA: 0:18:42, 24.00it/s, loss: 0.1920, loss_seg: 0.1920, _pixel_acc: 0.9359 [06/27 23:42:15] Vis4D INFO: Epoch 2: 48100/75000, ETA: 0:18:43, 23.94it/s, loss: 0.1839, loss_seg: 0.1839, _pixel_acc: 0.9385 [06/27 23:42:22] Vis4D INFO: Epoch 2: 48150/75000, ETA: 0:18:44, 23.89it/s, loss: 0.1827, loss_seg: 0.1827, _pixel_acc: 0.9376 [06/27 23:42:29] Vis4D INFO: Epoch 2: 48200/75000, ETA: 0:18:44, 23.83it/s, loss: 0.2356, loss_seg: 0.2356, _pixel_acc: 0.9268 [06/27 23:42:36] Vis4D INFO: Epoch 2: 48250/75000, ETA: 0:18:45, 23.77it/s, loss: 0.2148, loss_seg: 0.2148, _pixel_acc: 0.9296 [06/27 23:42:46] Vis4D INFO: Epoch 2: 48300/75000, ETA: 0:18:47, 23.68it/s, loss: 0.2319, loss_seg: 0.2319, _pixel_acc: 0.9258 [06/27 23:42:53] Vis4D INFO: Epoch 2: 48350/75000, ETA: 0:18:48, 23.61it/s, loss: 0.2217, loss_seg: 0.2217, _pixel_acc: 0.9267 [06/27 23:43:00] Vis4D INFO: Epoch 2: 48400/75000, ETA: 0:18:48, 23.56it/s, loss: 0.2040, loss_seg: 0.2040, _pixel_acc: 0.9320 [06/27 23:43:07] Vis4D INFO: Epoch 2: 48450/75000, ETA: 0:18:49, 23.51it/s, loss: 0.1984, loss_seg: 0.1984, _pixel_acc: 0.9337 [06/27 23:43:14] Vis4D INFO: Epoch 2: 48500/75000, ETA: 0:18:49, 23.45it/s, loss: 0.1994, loss_seg: 0.1994, _pixel_acc: 0.9350 [06/27 23:43:21] Vis4D INFO: Epoch 2: 48550/75000, ETA: 0:18:50, 23.39it/s, loss: 0.2250, loss_seg: 0.2250, _pixel_acc: 0.9246 [06/27 23:43:28] Vis4D INFO: Epoch 2: 48600/75000, ETA: 0:18:51, 23.34it/s, loss: 0.2101, loss_seg: 0.2101, _pixel_acc: 0.9304 [06/27 23:43:35] Vis4D INFO: Epoch 2: 48650/75000, ETA: 0:18:51, 23.28it/s, loss: 0.2275, loss_seg: 0.2275, _pixel_acc: 0.9260 [06/27 23:43:43] Vis4D INFO: Epoch 2: 48700/75000, ETA: 0:18:52, 23.22it/s, loss: 0.1841, loss_seg: 0.1841, _pixel_acc: 0.9396 [06/27 23:43:50] Vis4D INFO: Epoch 2: 48750/75000, ETA: 0:18:53, 23.17it/s, loss: 0.1945, loss_seg: 0.1945, _pixel_acc: 0.9353 [06/27 23:43:58] Vis4D INFO: Epoch 2: 48800/75000, ETA: 0:18:53, 23.11it/s, loss: 0.1923, loss_seg: 0.1923, _pixel_acc: 0.9363 [06/27 23:44:05] Vis4D INFO: Epoch 2: 48850/75000, ETA: 0:18:54, 23.05it/s, loss: 0.1850, loss_seg: 0.1850, _pixel_acc: 0.9377 [06/27 23:44:12] Vis4D INFO: Epoch 2: 48900/75000, ETA: 0:18:54, 23.00it/s, loss: 0.1852, loss_seg: 0.1852, _pixel_acc: 0.9386 [06/27 23:44:19] Vis4D INFO: Epoch 2: 48950/75000, ETA: 0:18:55, 22.95it/s, loss: 0.1997, loss_seg: 0.1997, _pixel_acc: 0.9332 [06/27 23:44:26] Vis4D INFO: Epoch 2: 49000/75000, ETA: 0:18:55, 22.89it/s, loss: 0.2059, loss_seg: 0.2059, _pixel_acc: 0.9307 [06/27 23:44:34] Vis4D INFO: Epoch 2: 49050/75000, ETA: 0:18:56, 22.84it/s, loss: 0.1802, loss_seg: 0.1802, _pixel_acc: 0.9394 [06/27 23:44:41] Vis4D INFO: Epoch 2: 49100/75000, ETA: 0:18:56, 22.78it/s, loss: 0.2294, loss_seg: 0.2294, _pixel_acc: 0.9242 [06/27 23:44:48] Vis4D INFO: Epoch 2: 49150/75000, ETA: 0:18:57, 22.73it/s, loss: 0.2119, loss_seg: 0.2119, _pixel_acc: 0.9297 [06/27 23:44:55] Vis4D INFO: Epoch 2: 49200/75000, ETA: 0:18:57, 22.68it/s, loss: 0.1881, loss_seg: 0.1881, _pixel_acc: 0.9368 [06/27 23:45:02] Vis4D INFO: Epoch 2: 49250/75000, ETA: 0:18:57, 22.63it/s, loss: 0.1745, loss_seg: 0.1745, _pixel_acc: 0.9417 [06/27 23:45:09] Vis4D INFO: Epoch 2: 49300/75000, ETA: 0:18:58, 22.58it/s, loss: 0.1864, loss_seg: 0.1864, _pixel_acc: 0.9385 [06/27 23:45:16] Vis4D INFO: Epoch 2: 49350/75000, ETA: 0:18:58, 22.53it/s, loss: 0.1768, loss_seg: 0.1768, _pixel_acc: 0.9400 [06/27 23:45:23] Vis4D INFO: Epoch 2: 49400/75000, ETA: 0:18:58, 22.48it/s, loss: 0.1803, loss_seg: 0.1803, _pixel_acc: 0.9382 [06/27 23:45:30] Vis4D INFO: Epoch 2: 49450/75000, ETA: 0:18:59, 22.43it/s, loss: 0.1887, loss_seg: 0.1887, _pixel_acc: 0.9355 [06/27 23:45:37] Vis4D INFO: Epoch 2: 49500/75000, ETA: 0:18:58, 22.39it/s, loss: 0.2081, loss_seg: 0.2081, _pixel_acc: 0.9316 [06/27 23:45:44] Vis4D INFO: Epoch 2: 49550/75000, ETA: 0:18:59, 22.34it/s, loss: 0.1863, loss_seg: 0.1863, _pixel_acc: 0.9358 [06/27 23:45:51] Vis4D INFO: Epoch 2: 49600/75000, ETA: 0:18:59, 22.29it/s, loss: 0.1717, loss_seg: 0.1717, _pixel_acc: 0.9426 [06/27 23:45:58] Vis4D INFO: Epoch 2: 49650/75000, ETA: 0:18:59, 22.24it/s, loss: 0.2057, loss_seg: 0.2057, _pixel_acc: 0.9327 [06/27 23:46:05] Vis4D INFO: Epoch 2: 49700/75000, ETA: 0:18:59, 22.20it/s, loss: 0.2050, loss_seg: 0.2050, _pixel_acc: 0.9323 [06/27 23:46:12] Vis4D INFO: Epoch 2: 49750/75000, ETA: 0:18:59, 22.15it/s, loss: 0.2584, loss_seg: 0.2584, _pixel_acc: 0.9174 [06/27 23:46:19] Vis4D INFO: Epoch 2: 49800/75000, ETA: 0:19:00, 22.10it/s, loss: 0.2416, loss_seg: 0.2416, _pixel_acc: 0.9238 [06/27 23:46:26] Vis4D INFO: Epoch 2: 49850/75000, ETA: 0:19:00, 22.06it/s, loss: 0.2654, loss_seg: 0.2654, _pixel_acc: 0.9161 [06/27 23:46:32] Vis4D INFO: Epoch 2: 49900/75000, ETA: 0:19:00, 22.02it/s, loss: 0.2364, loss_seg: 0.2364, _pixel_acc: 0.9210 [06/27 23:46:39] Vis4D INFO: Epoch 2: 49950/75000, ETA: 0:18:59, 21.97it/s, loss: 0.2246, loss_seg: 0.2246, _pixel_acc: 0.9258 [06/27 23:46:46] Vis4D INFO: Epoch 2: 50000/75000, ETA: 0:19:00, 21.93it/s, loss: 0.2086, loss_seg: 0.2086, _pixel_acc: 0.9317 [06/27 23:46:54] Vis4D INFO: Epoch 2: 50050/75000, ETA: 0:19:00, 21.88it/s, loss: 0.2609, loss_seg: 0.2609, _pixel_acc: 0.9137 [06/27 23:47:01] Vis4D INFO: Epoch 2: 50100/75000, ETA: 0:19:00, 21.83it/s, loss: 0.2270, loss_seg: 0.2270, _pixel_acc: 0.9270 [06/27 23:47:08] Vis4D INFO: Epoch 2: 50150/75000, ETA: 0:19:00, 21.78it/s, loss: 0.2407, loss_seg: 0.2407, _pixel_acc: 0.9216 [06/27 23:47:16] Vis4D INFO: Epoch 2: 50200/75000, ETA: 0:19:01, 21.73it/s, loss: 0.2783, loss_seg: 0.2783, _pixel_acc: 0.9086 [06/27 23:47:23] Vis4D INFO: Epoch 2: 50250/75000, ETA: 0:19:01, 21.69it/s, loss: 0.2116, loss_seg: 0.2116, _pixel_acc: 0.9312 [06/27 23:47:29] Vis4D INFO: Epoch 2: 50300/75000, ETA: 0:19:00, 21.65it/s, loss: 0.2168, loss_seg: 0.2168, _pixel_acc: 0.9284 [06/27 23:47:35] Vis4D INFO: Epoch 2: 50350/75000, ETA: 0:19:00, 21.61it/s, loss: 0.1830, loss_seg: 0.1830, _pixel_acc: 0.9390 [06/27 23:47:42] Vis4D INFO: Epoch 2: 50400/75000, ETA: 0:19:00, 21.57it/s, loss: 0.1961, loss_seg: 0.1961, _pixel_acc: 0.9342 [06/27 23:47:49] Vis4D INFO: Epoch 2: 50450/75000, ETA: 0:19:00, 21.53it/s, loss: 0.2156, loss_seg: 0.2156, _pixel_acc: 0.9319 [06/27 23:47:55] Vis4D INFO: Epoch 2: 50500/75000, ETA: 0:18:59, 21.50it/s, loss: 0.1968, loss_seg: 0.1968, _pixel_acc: 0.9357 [06/27 23:48:02] Vis4D INFO: Epoch 2: 50550/75000, ETA: 0:18:59, 21.45it/s, loss: 0.2017, loss_seg: 0.2017, _pixel_acc: 0.9334 [06/27 23:48:09] Vis4D INFO: Epoch 2: 50600/75000, ETA: 0:18:59, 21.41it/s, loss: 0.1988, loss_seg: 0.1988, _pixel_acc: 0.9344 [06/27 23:48:16] Vis4D INFO: Epoch 2: 50650/75000, ETA: 0:18:59, 21.37it/s, loss: 0.2250, loss_seg: 0.2250, _pixel_acc: 0.9246 [06/27 23:48:22] Vis4D INFO: Epoch 2: 50700/75000, ETA: 0:18:58, 21.34it/s, loss: 0.1885, loss_seg: 0.1885, _pixel_acc: 0.9369 [06/27 23:48:29] Vis4D INFO: Epoch 2: 50750/75000, ETA: 0:18:58, 21.30it/s, loss: 0.1871, loss_seg: 0.1871, _pixel_acc: 0.9371 [06/27 23:48:36] Vis4D INFO: Epoch 2: 50800/75000, ETA: 0:18:58, 21.26it/s, loss: 0.2035, loss_seg: 0.2035, _pixel_acc: 0.9314 [06/27 23:48:42] Vis4D INFO: Epoch 2: 50850/75000, ETA: 0:18:57, 21.22it/s, loss: 0.1927, loss_seg: 0.1927, _pixel_acc: 0.9347 [06/27 23:48:48] Vis4D INFO: Epoch 2: 50900/75000, ETA: 0:18:57, 21.19it/s, loss: 0.1811, loss_seg: 0.1811, _pixel_acc: 0.9389 [06/27 23:48:56] Vis4D INFO: Epoch 2: 50950/75000, ETA: 0:18:57, 21.14it/s, loss: 0.2242, loss_seg: 0.2242, _pixel_acc: 0.9245 [06/27 23:49:02] Vis4D INFO: Epoch 2: 51000/75000, ETA: 0:18:57, 21.10it/s, loss: 0.1920, loss_seg: 0.1920, _pixel_acc: 0.9370 [06/27 23:49:09] Vis4D INFO: Epoch 2: 51050/75000, ETA: 0:18:56, 21.07it/s, loss: 0.1710, loss_seg: 0.1710, _pixel_acc: 0.9420 [06/27 23:49:15] Vis4D INFO: Epoch 2: 51100/75000, ETA: 0:18:56, 21.03it/s, loss: 0.1838, loss_seg: 0.1838, _pixel_acc: 0.9401 [06/27 23:49:22] Vis4D INFO: Epoch 2: 51150/75000, ETA: 0:18:56, 20.99it/s, loss: 0.2062, loss_seg: 0.2062, _pixel_acc: 0.9330 [06/27 23:49:29] Vis4D INFO: Epoch 2: 51200/75000, ETA: 0:18:55, 20.96it/s, loss: 0.1945, loss_seg: 0.1945, _pixel_acc: 0.9358 [06/27 23:49:35] Vis4D INFO: Epoch 2: 51250/75000, ETA: 0:18:55, 20.92it/s, loss: 0.2218, loss_seg: 0.2218, _pixel_acc: 0.9286 [06/27 23:49:42] Vis4D INFO: Epoch 2: 51300/75000, ETA: 0:18:54, 20.88it/s, loss: 0.1781, loss_seg: 0.1781, _pixel_acc: 0.9397 [06/27 23:49:49] Vis4D INFO: Epoch 2: 51350/75000, ETA: 0:18:54, 20.85it/s, loss: 0.2404, loss_seg: 0.2404, _pixel_acc: 0.9220 [06/27 23:49:55] Vis4D INFO: Epoch 2: 51400/75000, ETA: 0:18:53, 20.81it/s, loss: 0.1901, loss_seg: 0.1901, _pixel_acc: 0.9373 [06/27 23:50:02] Vis4D INFO: Epoch 2: 51450/75000, ETA: 0:18:53, 20.78it/s, loss: 0.1822, loss_seg: 0.1822, _pixel_acc: 0.9387 [06/27 23:50:09] Vis4D INFO: Epoch 2: 51500/75000, ETA: 0:18:53, 20.74it/s, loss: 0.1932, loss_seg: 0.1932, _pixel_acc: 0.9362 [06/27 23:50:15] Vis4D INFO: Epoch 2: 51550/75000, ETA: 0:18:52, 20.71it/s, loss: 0.1991, loss_seg: 0.1991, _pixel_acc: 0.9345 [06/27 23:50:22] Vis4D INFO: Epoch 2: 51600/75000, ETA: 0:18:51, 20.67it/s, loss: 0.1692, loss_seg: 0.1692, _pixel_acc: 0.9436 [06/27 23:50:28] Vis4D INFO: Epoch 2: 51650/75000, ETA: 0:18:51, 20.64it/s, loss: 0.1956, loss_seg: 0.1956, _pixel_acc: 0.9343 [06/27 23:50:34] Vis4D INFO: Epoch 2: 51700/75000, ETA: 0:18:50, 20.61it/s, loss: 0.1879, loss_seg: 0.1879, _pixel_acc: 0.9368 [06/27 23:50:41] Vis4D INFO: Epoch 2: 51750/75000, ETA: 0:18:49, 20.58it/s, loss: 0.1905, loss_seg: 0.1905, _pixel_acc: 0.9352 [06/27 23:50:47] Vis4D INFO: Epoch 2: 51800/75000, ETA: 0:18:48, 20.55it/s, loss: 0.1830, loss_seg: 0.1830, _pixel_acc: 0.9391 [06/27 23:50:53] Vis4D INFO: Epoch 2: 51850/75000, ETA: 0:18:48, 20.52it/s, loss: 0.1670, loss_seg: 0.1670, _pixel_acc: 0.9440 [06/27 23:50:59] Vis4D INFO: Epoch 2: 51900/75000, ETA: 0:18:47, 20.49it/s, loss: 0.1964, loss_seg: 0.1964, _pixel_acc: 0.9352 [06/27 23:51:06] Vis4D INFO: Epoch 2: 51950/75000, ETA: 0:18:46, 20.45it/s, loss: 0.1965, loss_seg: 0.1965, _pixel_acc: 0.9345 [06/27 23:51:13] Vis4D INFO: Epoch 2: 52000/75000, ETA: 0:18:46, 20.42it/s, loss: 0.2031, loss_seg: 0.2031, _pixel_acc: 0.9326 [06/27 23:51:19] Vis4D INFO: Epoch 2: 52050/75000, ETA: 0:18:45, 20.39it/s, loss: 0.1872, loss_seg: 0.1872, _pixel_acc: 0.9374 [06/27 23:51:26] Vis4D INFO: Epoch 2: 52100/75000, ETA: 0:18:45, 20.35it/s, loss: 0.1886, loss_seg: 0.1886, _pixel_acc: 0.9364 [06/27 23:51:32] Vis4D INFO: Epoch 2: 52150/75000, ETA: 0:18:44, 20.32it/s, loss: 0.1908, loss_seg: 0.1908, _pixel_acc: 0.9350 [06/27 23:51:38] Vis4D INFO: Epoch 2: 52200/75000, ETA: 0:18:43, 20.29it/s, loss: 0.2210, loss_seg: 0.2210, _pixel_acc: 0.9274 [06/27 23:51:45] Vis4D INFO: Epoch 2: 52250/75000, ETA: 0:18:42, 20.26it/s, loss: 0.2261, loss_seg: 0.2261, _pixel_acc: 0.9272 [06/27 23:51:52] Vis4D INFO: Epoch 2: 52300/75000, ETA: 0:18:42, 20.22it/s, loss: 0.2202, loss_seg: 0.2202, _pixel_acc: 0.9265 [06/27 23:51:58] Vis4D INFO: Epoch 2: 52350/75000, ETA: 0:18:41, 20.19it/s, loss: 0.2017, loss_seg: 0.2017, _pixel_acc: 0.9329 [06/27 23:52:05] Vis4D INFO: Epoch 2: 52400/75000, ETA: 0:18:40, 20.16it/s, loss: 0.1981, loss_seg: 0.1981, _pixel_acc: 0.9354 [06/27 23:52:11] Vis4D INFO: Epoch 2: 52450/75000, ETA: 0:18:40, 20.13it/s, loss: 0.1729, loss_seg: 0.1729, _pixel_acc: 0.9418 [06/27 23:52:17] Vis4D INFO: Epoch 2: 52500/75000, ETA: 0:18:39, 20.10it/s, loss: 0.2005, loss_seg: 0.2005, _pixel_acc: 0.9326 [06/27 23:52:23] Vis4D INFO: Epoch 2: 52550/75000, ETA: 0:18:38, 20.08it/s, loss: 0.1850, loss_seg: 0.1850, _pixel_acc: 0.9382 [06/27 23:52:30] Vis4D INFO: Epoch 2: 52600/75000, ETA: 0:18:37, 20.05it/s, loss: 0.1957, loss_seg: 0.1957, _pixel_acc: 0.9362 [06/27 23:52:36] Vis4D INFO: Epoch 2: 52650/75000, ETA: 0:18:36, 20.02it/s, loss: 0.2021, loss_seg: 0.2021, _pixel_acc: 0.9344 [06/27 23:52:43] Vis4D INFO: Epoch 2: 52700/75000, ETA: 0:18:35, 19.99it/s, loss: 0.2075, loss_seg: 0.2075, _pixel_acc: 0.9307 [06/27 23:52:49] Vis4D INFO: Epoch 2: 52750/75000, ETA: 0:18:34, 19.96it/s, loss: 0.1955, loss_seg: 0.1955, _pixel_acc: 0.9350 [06/27 23:52:55] Vis4D INFO: Epoch 2: 52800/75000, ETA: 0:18:33, 19.93it/s, loss: 0.2025, loss_seg: 0.2025, _pixel_acc: 0.9322 [06/27 23:53:01] Vis4D INFO: Epoch 2: 52850/75000, ETA: 0:18:32, 19.90it/s, loss: 0.2322, loss_seg: 0.2322, _pixel_acc: 0.9260 [06/27 23:53:08] Vis4D INFO: Epoch 2: 52900/75000, ETA: 0:18:32, 19.87it/s, loss: 0.2122, loss_seg: 0.2122, _pixel_acc: 0.9292 [06/27 23:53:15] Vis4D INFO: Epoch 2: 52950/75000, ETA: 0:18:31, 19.84it/s, loss: 0.1991, loss_seg: 0.1991, _pixel_acc: 0.9353 [06/27 23:53:21] Vis4D INFO: Epoch 2: 53000/75000, ETA: 0:18:30, 19.81it/s, loss: 0.1852, loss_seg: 0.1852, _pixel_acc: 0.9383 [06/27 23:53:27] Vis4D INFO: Epoch 2: 53050/75000, ETA: 0:18:29, 19.78it/s, loss: 0.2073, loss_seg: 0.2073, _pixel_acc: 0.9294 [06/27 23:53:33] Vis4D INFO: Epoch 2: 53100/75000, ETA: 0:18:28, 19.76it/s, loss: 0.1887, loss_seg: 0.1887, _pixel_acc: 0.9387 [06/27 23:53:40] Vis4D INFO: Epoch 2: 53150/75000, ETA: 0:18:27, 19.73it/s, loss: 0.2067, loss_seg: 0.2067, _pixel_acc: 0.9294 [06/27 23:53:47] Vis4D INFO: Epoch 2: 53200/75000, ETA: 0:18:26, 19.70it/s, loss: 0.2093, loss_seg: 0.2093, _pixel_acc: 0.9283 [06/27 23:53:53] Vis4D INFO: Epoch 2: 53250/75000, ETA: 0:18:25, 19.67it/s, loss: 0.1862, loss_seg: 0.1862, _pixel_acc: 0.9376 [06/27 23:53:59] Vis4D INFO: Epoch 2: 53300/75000, ETA: 0:18:24, 19.65it/s, loss: 0.1818, loss_seg: 0.1818, _pixel_acc: 0.9382 [06/27 23:54:05] Vis4D INFO: Epoch 2: 53350/75000, ETA: 0:18:23, 19.62it/s, loss: 0.2013, loss_seg: 0.2013, _pixel_acc: 0.9341 [06/27 23:54:11] Vis4D INFO: Epoch 2: 53400/75000, ETA: 0:18:22, 19.59it/s, loss: 0.1748, loss_seg: 0.1748, _pixel_acc: 0.9415 [06/27 23:54:18] Vis4D INFO: Epoch 2: 53450/75000, ETA: 0:18:21, 19.56it/s, loss: 0.1991, loss_seg: 0.1991, _pixel_acc: 0.9331 [06/27 23:54:25] Vis4D INFO: Epoch 2: 53500/75000, ETA: 0:18:20, 19.53it/s, loss: 0.2074, loss_seg: 0.2074, _pixel_acc: 0.9308 [06/27 23:54:31] Vis4D INFO: Epoch 2: 53550/75000, ETA: 0:18:19, 19.51it/s, loss: 0.1978, loss_seg: 0.1978, _pixel_acc: 0.9347 [06/27 23:54:37] Vis4D INFO: Epoch 2: 53600/75000, ETA: 0:18:18, 19.48it/s, loss: 0.2043, loss_seg: 0.2043, _pixel_acc: 0.9309 [06/27 23:54:44] Vis4D INFO: Epoch 2: 53650/75000, ETA: 0:18:17, 19.45it/s, loss: 0.1804, loss_seg: 0.1804, _pixel_acc: 0.9400 [06/27 23:54:50] Vis4D INFO: Epoch 2: 53700/75000, ETA: 0:18:16, 19.43it/s, loss: 0.1841, loss_seg: 0.1841, _pixel_acc: 0.9389 [06/27 23:54:56] Vis4D INFO: Epoch 2: 53750/75000, ETA: 0:18:15, 19.40it/s, loss: 0.1953, loss_seg: 0.1953, _pixel_acc: 0.9357 [06/27 23:55:02] Vis4D INFO: Epoch 2: 53800/75000, ETA: 0:18:13, 19.38it/s, loss: 0.1951, loss_seg: 0.1951, _pixel_acc: 0.9366 [06/27 23:55:08] Vis4D INFO: Epoch 2: 53850/75000, ETA: 0:18:12, 19.35it/s, loss: 0.2073, loss_seg: 0.2073, _pixel_acc: 0.9307 [06/27 23:55:14] Vis4D INFO: Epoch 2: 53900/75000, ETA: 0:18:11, 19.33it/s, loss: 0.2137, loss_seg: 0.2137, _pixel_acc: 0.9330 [06/27 23:55:20] Vis4D INFO: Epoch 2: 53950/75000, ETA: 0:18:10, 19.31it/s, loss: 0.1856, loss_seg: 0.1856, _pixel_acc: 0.9383 [06/27 23:55:26] Vis4D INFO: Epoch 2: 54000/75000, ETA: 0:18:08, 19.28it/s, loss: 0.2004, loss_seg: 0.2004, _pixel_acc: 0.9339 [06/27 23:55:33] Vis4D INFO: Epoch 2: 54050/75000, ETA: 0:18:07, 19.26it/s, loss: 0.1941, loss_seg: 0.1941, _pixel_acc: 0.9362 [06/27 23:55:39] Vis4D INFO: Epoch 2: 54100/75000, ETA: 0:18:06, 19.23it/s, loss: 0.1793, loss_seg: 0.1793, _pixel_acc: 0.9395 [06/27 23:55:45] Vis4D INFO: Epoch 2: 54150/75000, ETA: 0:18:05, 19.21it/s, loss: 0.1967, loss_seg: 0.1967, _pixel_acc: 0.9334 [06/27 23:55:51] Vis4D INFO: Epoch 2: 54200/75000, ETA: 0:18:04, 19.19it/s, loss: 0.1847, loss_seg: 0.1847, _pixel_acc: 0.9384 [06/27 23:55:57] Vis4D INFO: Epoch 2: 54250/75000, ETA: 0:18:02, 19.16it/s, loss: 0.2051, loss_seg: 0.2051, _pixel_acc: 0.9313 [06/27 23:56:03] Vis4D INFO: Epoch 2: 54300/75000, ETA: 0:18:01, 19.14it/s, loss: 0.2163, loss_seg: 0.2163, _pixel_acc: 0.9285 [06/27 23:56:09] Vis4D INFO: Epoch 2: 54350/75000, ETA: 0:18:00, 19.11it/s, loss: 0.2077, loss_seg: 0.2077, _pixel_acc: 0.9322 [06/27 23:56:15] Vis4D INFO: Epoch 2: 54400/75000, ETA: 0:17:58, 19.09it/s, loss: 0.1970, loss_seg: 0.1970, _pixel_acc: 0.9351 [06/27 23:56:21] Vis4D INFO: Epoch 2: 54450/75000, ETA: 0:17:57, 19.07it/s, loss: 0.1727, loss_seg: 0.1727, _pixel_acc: 0.9420 [06/27 23:56:27] Vis4D INFO: Epoch 2: 54500/75000, ETA: 0:17:56, 19.05it/s, loss: 0.1914, loss_seg: 0.1914, _pixel_acc: 0.9368 [06/27 23:56:33] Vis4D INFO: Epoch 2: 54550/75000, ETA: 0:17:54, 19.03it/s, loss: 0.2188, loss_seg: 0.2188, _pixel_acc: 0.9299 [06/27 23:56:39] Vis4D INFO: Epoch 2: 54600/75000, ETA: 0:17:53, 19.00it/s, loss: 0.2127, loss_seg: 0.2127, _pixel_acc: 0.9307 [06/27 23:56:46] Vis4D INFO: Epoch 2: 54650/75000, ETA: 0:17:52, 18.98it/s, loss: 0.2003, loss_seg: 0.2003, _pixel_acc: 0.9340 [06/27 23:56:52] Vis4D INFO: Epoch 2: 54700/75000, ETA: 0:17:51, 18.95it/s, loss: 0.2317, loss_seg: 0.2317, _pixel_acc: 0.9268 [06/27 23:56:58] Vis4D INFO: Epoch 2: 54750/75000, ETA: 0:17:49, 18.93it/s, loss: 0.2156, loss_seg: 0.2156, _pixel_acc: 0.9301 [06/27 23:57:04] Vis4D INFO: Epoch 2: 54800/75000, ETA: 0:17:48, 18.91it/s, loss: 0.2132, loss_seg: 0.2132, _pixel_acc: 0.9307 [06/27 23:57:10] Vis4D INFO: Epoch 2: 54850/75000, ETA: 0:17:46, 18.89it/s, loss: 0.1970, loss_seg: 0.1970, _pixel_acc: 0.9351 [06/27 23:57:16] Vis4D INFO: Epoch 2: 54900/75000, ETA: 0:17:45, 18.86it/s, loss: 0.1830, loss_seg: 0.1830, _pixel_acc: 0.9385 [06/27 23:57:22] Vis4D INFO: Epoch 2: 54950/75000, ETA: 0:17:43, 18.84it/s, loss: 0.1949, loss_seg: 0.1949, _pixel_acc: 0.9350 [06/27 23:57:28] Vis4D INFO: Epoch 2: 55000/75000, ETA: 0:17:42, 18.83it/s, loss: 0.1818, loss_seg: 0.1818, _pixel_acc: 0.9391 [06/27 23:57:34] Vis4D INFO: Testing: 50/12500, ETA: 0:27:06, 7.65it/s [06/27 23:57:40] Vis4D INFO: Testing: 100/12500, ETA: 0:25:46, 8.02it/s [06/27 23:57:46] Vis4D INFO: Testing: 150/12500, ETA: 0:25:30, 8.07it/s [06/27 23:57:52] Vis4D INFO: Testing: 200/12500, ETA: 0:25:24, 8.07it/s [06/27 23:57:58] Vis4D INFO: Testing: 250/12500, ETA: 0:25:09, 8.11it/s [06/27 23:58:04] Vis4D INFO: Testing: 300/12500, ETA: 0:24:54, 8.16it/s [06/27 23:58:10] Vis4D INFO: Testing: 350/12500, ETA: 0:24:40, 8.21it/s [06/27 23:58:16] Vis4D INFO: Testing: 400/12500, ETA: 0:24:31, 8.22it/s [06/27 23:58:22] Vis4D INFO: Testing: 450/12500, ETA: 0:24:23, 8.23it/s [06/27 23:58:28] Vis4D INFO: Testing: 500/12500, ETA: 0:24:13, 8.26it/s [06/27 23:58:34] Vis4D INFO: Testing: 550/12500, ETA: 0:24:07, 8.25it/s [06/27 23:58:40] Vis4D INFO: Testing: 600/12500, ETA: 0:23:59, 8.27it/s [06/27 23:58:46] Vis4D INFO: Testing: 650/12500, ETA: 0:23:51, 8.28it/s [06/27 23:58:52] Vis4D INFO: Testing: 700/12500, ETA: 0:23:47, 8.27it/s [06/27 23:58:58] Vis4D INFO: Testing: 750/12500, ETA: 0:23:41, 8.26it/s [06/27 23:59:04] Vis4D INFO: Testing: 800/12500, ETA: 0:23:35, 8.27it/s [06/27 23:59:10] Vis4D INFO: Testing: 850/12500, ETA: 0:23:27, 8.27it/s [06/27 23:59:16] Vis4D INFO: Testing: 900/12500, ETA: 0:23:20, 8.28it/s [06/27 23:59:22] Vis4D INFO: Testing: 950/12500, ETA: 0:23:13, 8.29it/s [06/27 23:59:28] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:05, 8.30it/s [06/27 23:59:34] Vis4D INFO: Testing: 1050/12500, ETA: 0:22:58, 8.31it/s [06/27 23:59:40] Vis4D INFO: Testing: 1100/12500, ETA: 0:22:52, 8.31it/s [06/27 23:59:46] Vis4D INFO: Testing: 1150/12500, ETA: 0:22:44, 8.32it/s [06/27 23:59:52] Vis4D INFO: Testing: 1200/12500, ETA: 0:22:38, 8.32it/s [06/27 23:59:58] Vis4D INFO: Testing: 1250/12500, ETA: 0:22:32, 8.32it/s [06/28 00:00:04] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:27, 8.31it/s [06/28 00:00:10] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:20, 8.32it/s [06/28 00:00:16] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:17, 8.30it/s [06/28 00:00:22] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:10, 8.31it/s [06/28 00:00:28] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:04, 8.31it/s [06/28 00:00:34] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:58, 8.31it/s [06/28 00:00:40] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:52, 8.31it/s [06/28 00:00:46] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:45, 8.31it/s [06/28 00:00:52] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:39, 8.31it/s [06/28 00:00:58] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:32, 8.31it/s [06/28 00:01:04] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:26, 8.31it/s [06/28 00:01:10] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:20, 8.31it/s [06/28 00:01:16] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 2600/12500, ETA: 0:19:49, 8.33it/s [06/28 00:02:46] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:42, 8.33it/s [06/28 00:02:52] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:36, 8.33it/s [06/28 00:02:58] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:29, 8.33it/s [06/28 00:03:03] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:23, 8.34it/s [06/28 00:03:09] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:17, 8.34it/s [06/28 00:03:15] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:11, 8.34it/s [06/28 00:03:21] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:05, 8.34it/s [06/28 00:03:28] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:00, 8.33it/s [06/28 00:03:33] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:53, 8.34it/s [06/28 00:03:39] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:47, 8.34it/s [06/28 00:03:45] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:41, 8.34it/s [06/28 00:03:51] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:35, 8.34it/s [06/28 00:03:57] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:29, 8.34it/s [06/28 00:04:03] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:23, 8.34it/s [06/28 00:04:09] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:17, 8.34it/s [06/28 00:04:15] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:11, 8.34it/s [06/28 00:04:21] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:05, 8.34it/s [06/28 00:04:27] Vis4D INFO: Testing: 3500/12500, ETA: 0:17:59, 8.34it/s [06/28 00:04:33] Vis4D INFO: Testing: 3550/12500, ETA: 0:17:53, 8.34it/s [06/28 00:04:39] Vis4D INFO: Testing: 3600/12500, ETA: 0:17:47, 8.34it/s [06/28 00:04:45] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:41, 8.34it/s [06/28 00:04:51] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:34, 8.34it/s [06/28 00:04:57] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:28, 8.34it/s [06/28 00:05:03] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:22, 8.35it/s [06/28 00:05:09] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:16, 8.35it/s [06/28 00:05:15] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:09, 8.35it/s [06/28 00:05:21] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 4650/12500, ETA: 0:15:38, 8.36it/s [06/28 00:06:49] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:32, 8.36it/s [06/28 00:06:55] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:26, 8.36it/s [06/28 00:07:01] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:20, 8.37it/s [06/28 00:07:07] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:14, 8.37it/s [06/28 00:07:13] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:08, 8.37it/s [06/28 00:07:19] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:02, 8.37it/s [06/28 00:07:25] Vis4D INFO: Testing: 5000/12500, ETA: 0:14:56, 8.37it/s [06/28 00:07:31] Vis4D INFO: Testing: 5050/12500, ETA: 0:14:50, 8.37it/s [06/28 00:07:37] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:44, 8.36it/s [06/28 00:07:43] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:38, 8.36it/s [06/28 00:07:49] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:32, 8.36it/s [06/28 00:07:55] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:26, 8.36it/s [06/28 00:08:01] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:20, 8.37it/s [06/28 00:08:07] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:14, 8.37it/s [06/28 00:08:13] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:08, 8.37it/s [06/28 00:08:19] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:02, 8.37it/s [06/28 00:08:25] Vis4D INFO: Testing: 5500/12500, ETA: 0:13:56, 8.37it/s [06/28 00:08:31] Vis4D INFO: Testing: 5550/12500, ETA: 0:13:50, 8.37it/s [06/28 00:08:37] Vis4D INFO: Testing: 5600/12500, ETA: 0:13:44, 8.37it/s [06/28 00:08:43] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:38, 8.37it/s [06/28 00:08:49] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:32, 8.37it/s [06/28 00:08:55] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:26, 8.37it/s [06/28 00:09:01] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:20, 8.37it/s [06/28 00:09:06] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:14, 8.37it/s [06/28 00:09:12] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:08, 8.37it/s [06/28 00:09:18] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:02, 8.37it/s [06/28 00:09:24] Vis4D INFO: Testing: 6000/12500, ETA: 0:12:56, 8.37it/s [06/28 00:09:30] Vis4D INFO: Testing: 6050/12500, ETA: 0:12:50, 8.37it/s [06/28 00:09:36] Vis4D INFO: Testing: 6100/12500, ETA: 0:12:44, 8.37it/s [06/28 00:09:42] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:38, 8.37it/s [06/28 00:09:48] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:32, 8.37it/s [06/28 00:09:54] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:26, 8.37it/s [06/28 00:10:00] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:20, 8.37it/s [06/28 00:10:06] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:14, 8.37it/s [06/28 00:10:12] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:08, 8.37it/s [06/28 00:10:18] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:02, 8.37it/s [06/28 00:10:24] Vis4D INFO: Testing: 6500/12500, ETA: 0:11:56, 8.37it/s [06/28 00:10:30] Vis4D INFO: Testing: 6550/12500, ETA: 0:11:50, 8.37it/s [06/28 00:10:36] Vis4D INFO: Testing: 6600/12500, ETA: 0:11:44, 8.37it/s [06/28 00:10:42] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:38, 8.37it/s [06/28 00:10:48] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:32, 8.37it/s [06/28 00:10:54] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:26, 8.37it/s [06/28 00:11:00] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:20, 8.37it/s [06/28 00:11:06] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:14, 8.37it/s [06/28 00:11:12] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:08, 8.37it/s [06/28 00:11:17] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:02, 8.37it/s [06/28 00:11:23] Vis4D INFO: Testing: 7000/12500, ETA: 0:10:56, 8.38it/s [06/28 00:11:29] Vis4D INFO: Testing: 7050/12500, ETA: 0:10:50, 8.38it/s [06/28 00:11:35] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:44, 8.38it/s [06/28 00:11:41] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:38, 8.38it/s [06/28 00:11:47] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:32, 8.37it/s [06/28 00:11:53] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:26, 8.37it/s [06/28 00:11:59] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:20, 8.37it/s [06/28 00:12:05] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:15, 8.37it/s [06/28 00:12:11] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:09, 8.37it/s [06/28 00:12:17] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:02, 8.38it/s [06/28 00:12:23] Vis4D INFO: Testing: 7500/12500, ETA: 0:09:56, 8.38it/s [06/28 00:12:29] Vis4D INFO: Testing: 7550/12500, ETA: 0:09:50, 8.38it/s [06/28 00:12:35] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:44, 8.38it/s [06/28 00:12:41] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:39, 8.38it/s [06/28 00:12:47] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:33, 8.38it/s [06/28 00:12:53] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:27, 8.37it/s [06/28 00:12:59] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:21, 8.37it/s [06/28 00:13:05] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:15, 8.37it/s [06/28 00:13:11] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:09, 8.37it/s [06/28 00:13:17] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:03, 8.37it/s [06/28 00:13:23] Vis4D INFO: Testing: 8000/12500, ETA: 0:08:57, 8.37it/s [06/28 00:13:29] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 8750/12500, ETA: 0:07:27, 8.38it/s [06/28 00:14:58] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:21, 8.37it/s [06/28 00:15:04] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:15, 8.37it/s [06/28 00:15:10] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:09, 8.37it/s [06/28 00:15:16] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:03, 8.37it/s [06/28 00:15:23] Vis4D INFO: Testing: 9000/12500, ETA: 0:06:58, 8.37it/s [06/28 00:15:28] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:52, 8.37it/s [06/28 00:15:34] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:46, 8.37it/s [06/28 00:15:40] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:40, 8.37it/s [06/28 00:15:46] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:34, 8.38it/s [06/28 00:15:52] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:28, 8.38it/s [06/28 00:15:58] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:22, 8.37it/s [06/28 00:16:04] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:16, 8.37it/s [06/28 00:16:10] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:10, 8.37it/s [06/28 00:16:16] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:04, 8.37it/s [06/28 00:16:22] Vis4D INFO: Testing: 9500/12500, ETA: 0:05:58, 8.37it/s [06/28 00:16:28] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:52, 8.37it/s [06/28 00:16:34] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:46, 8.37it/s [06/28 00:16:40] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:40, 8.37it/s [06/28 00:16:46] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:34, 8.37it/s [06/28 00:16:52] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:28, 8.38it/s [06/28 00:16:58] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:22, 8.37it/s [06/28 00:17:04] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:16, 8.37it/s [06/28 00:17:10] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:10, 8.38it/s [06/28 00:17:15] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:04, 8.38it/s [06/28 00:17:22] Vis4D INFO: Testing: 10000/12500, ETA: 0:04:58, 8.38it/s [06/28 00:17:27] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:52, 8.38it/s [06/28 00:17:33] Vis4D INFO: Testing: 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[06/28 00:18:56] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:22, 8.38it/s [06/28 00:19:02] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:16, 8.38it/s [06/28 00:19:08] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:10, 8.38it/s [06/28 00:19:14] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:04, 8.38it/s [06/28 00:19:20] Vis4D INFO: Testing: 11000/12500, ETA: 0:02:59, 8.38it/s [06/28 00:19:26] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:53, 8.38it/s [06/28 00:19:32] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:47, 8.38it/s [06/28 00:19:38] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:41, 8.38it/s [06/28 00:19:44] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:35, 8.38it/s [06/28 00:19:50] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:29, 8.38it/s [06/28 00:19:56] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:23, 8.38it/s [06/28 00:20:02] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:17, 8.38it/s [06/28 00:20:08] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:11, 8.38it/s [06/28 00:20:14] Vis4D INFO: Testing: 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[06/28 00:21:38] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:41, 8.38it/s [06/28 00:21:44] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:35, 8.38it/s [06/28 00:21:50] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:29, 8.38it/s [06/28 00:21:56] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:23, 8.38it/s [06/28 00:22:02] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:17, 8.38it/s [06/28 00:22:08] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:11, 8.38it/s [06/28 00:22:14] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:05, 8.38it/s [06/28 00:22:20] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.38it/s [06/28 00:22:20] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/28 00:22:20] Vis4D INFO: mIoU: 71.3881 [06/28 00:22:20] Vis4D INFO: Showing evaluation results for mIoU [06/28 00:22:20] Vis4D INFO: mIoU: 71.388% unlabeled: (nan%), building: (76.678%), fence: (43.611%), other: (nan%), pedestrian: (63.626%), pole: (54.617%), road line: (79.989%), road: (95.523%), sidewalk: (88.740%), vegetation: (73.944%), vehicle: (87.968%), wall: (67.027%), traffic sign: (52.435%), sky: (89.688%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (62.331%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (63.257%) [06/28 00:22:20] Vis4D INFO: Showing evaluation results for confusion_matrix [06/28 00:22:20] Vis4D INFO: +-----------+-----------+------------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+------------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.9556951134526919 | 0.015251162419688272 | inf | 0.024090793972884068 | 0.04450166498659661 | 0.00011816037237581061 | 7.84631558139073e-05 | 0.0027194320220238453 | 0.01893390511368771 | 0.004997327228764226 | 0.016370998994954613 | 0.02266710871599086 | 0.004719090050068819 | inf | inf | inf | inf | 0.05705993758681164 | inf | inf | inf | 0.001591185797155238 | | Class_2 | nan | 0.008907290702288507 | 0.6060371177050714 | inf | 0.008564607085508852 | 0.0074141236443955125 | 1.1082613410958497e-05 | 0.0001510543546912168 | 0.0025377263640466176 | 0.005498244781952398 | 0.0030155981251249633 | 0.009464582927606704 | 0.0017771206526954368 | 0.00026934445788449787 | inf | inf | inf | inf | 0.0023525414032120424 | inf | inf | inf | 0.006900976434941261 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.0020474486850467445 | 0.004905680830818871 | inf | 0.724840247629466 | 0.0015618687733997122 | 0.00021902028001669492 | 0.00022579215644805408 | 0.0014725127550691665 | 0.0007855694763211006 | 0.005172877572074887 | 0.0024663840012933503 | 0.0005060915632415394 | 7.715289606991799e-07 | inf | inf | inf | inf | 0.00015204935460616433 | inf | inf | nan | 0.0005825296746168755 | | Class_5 | nan | 0.015823469715949254 | 0.010477785587676784 | inf | 0.005534007988597574 | 0.6256410519046742 | 0.0002557656616193023 | 8.199469961616917e-05 | 0.001687331310855071 | 0.005321946110084742 | 0.0011588822579549883 | 0.003725869950734706 | 0.020193897660090155 | 0.0017536206178419883 | inf | inf | inf | inf | 0.04829832390544143 | inf | inf | inf | 0.002110064803266871 | | Class_6 | nan | 0.00011018831521289864 | 0.0002017102619110153 | nan | 0.0010494883408483846 | 6.764755623203112e-05 | 0.8596419513906755 | 0.004295716651146578 | 0.001625089223367221 | 3.031001970258224e-05 | 0.0007590913876322809 | 5.408889533788157e-05 | 1.3728239881772398e-07 | 1.3279454344479987e-07 | inf | inf | nan | inf | 0.00014575236113257572 | inf | inf | inf | 3.555276952688941e-05 | | Class_7 | nan | 0.0019251518001651095 | 0.006525601016080288 | inf | 0.016407266365877048 | 0.0017618958315237117 | 0.07010225327159667 | 0.983608692991209 | 0.03798754051035628 | 0.000494962848948837 | 0.03072252044161755 | 0.0024007765249138774 | 1.036482111073816e-05 | 6.533491537484154e-06 | inf | inf | nan | inf | 8.120817802829232e-05 | inf | inf | inf | 0.0025643136377449197 | | Class_8 | nan | 0.004032921043166795 | 0.01705364589705828 | inf | 0.016239922098987836 | 0.007089489050927653 | 0.0015380067222038553 | 0.0036997056770435807 | 0.9451618888255399 | 0.0008093191282003941 | 0.004999698642213384 | 0.005370267221973271 | 1.5650193465220533e-05 | 4.204964896682465e-06 | inf | inf | inf | inf | 3.121619325626556e-05 | inf | inf | inf | 0.005626728039152852 | | Class_9 | nan | 0.0625447661422322 | 0.08652459162340985 | inf | 0.018457005507671924 | 0.026233787896788374 | 0.0008298570480651919 | 0.001741718443710957 | 0.003396442659480999 | 0.8557595031159626 | 0.015287274213179176 | 0.012771076630089924 | 0.020171589270282272 | 0.01154899632316942 | inf | inf | inf | inf | 0.0208707705273828 | inf | inf | inf | 0.048605014961047896 | | Class_10 | nan | 0.013413221402683482 | 0.00983496183439798 | inf | 0.030205462740926982 | 0.0022332723413657956 | 0.0010405397547156572 | 0.0017414587132803096 | 0.001664086805959569 | 0.0009611755626324437 | 0.9518484499148402 | 0.004300709202768305 | 0.0037668917411595284 | 5.559322505517274e-05 | inf | inf | inf | inf | 0.0009038105449683087 | inf | inf | inf | 0.0007914310749594772 | | Class_11 | nan | 0.017453476556556897 | 0.06769782574378841 | inf | 0.007587523909514912 | 0.0040074595604476715 | 8.540713395279619e-05 | 0.00011384476090440954 | 0.0023712471417229376 | 0.0017322348231213092 | 0.0027418134366004447 | 0.7180309155738388 | 0.002231594033981512 | 7.46714722862771e-05 | inf | inf | inf | inf | 8.954017549029677e-05 | inf | inf | inf | 0.008815304572845914 | | Class_12 | nan | 0.0013678293122463706 | 0.0006756608665871657 | inf | 0.0008372663059301857 | 0.0025042668882530703 | 7.189390593337756e-06 | 5.262503925140643e-07 | 1.6194056607217258e-06 | 0.0003075189555525255 | 0.000208289147951073 | 0.000318668128724245 | 0.5680501986819517 | 2.5835508579365652e-05 | inf | inf | inf | inf | 0.007283394463445281 | inf | inf | inf | 0.00019945238918603762 | | Class_13 | nan | 0.09384507720366203 | 0.008230312349157892 | inf | 0.0002730053660300339 | 0.033348533592764275 | 0.0001709909114091142 | 0.015559297361126838 | 2.711349891656398e-05 | 0.0680998799740221 | 0.00557726483040617 | 0.0011413788694577289 | 0.0038891417173067115 | 0.9150444231878222 | inf | inf | inf | inf | 0.037361751716074705 | inf | inf | nan | 0.004796121097768932 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.001450395838475723 | 0.0006018074102463103 | inf | 0.0001475225133740121 | 0.0035857652344527145 | 2.826296056348995e-08 | 8.777012176342943e-07 | 1.9963234455999193e-07 | 0.00040085112700829914 | 3.884216836636518e-05 | 3.038574433770736e-05 | 0.0011350508734249418 | 0.00011496779307672393 | nan | inf | inf | inf | 0.7341136357746022 | inf | inf | nan | 0.00010471527248368463 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.023453939514566615 | 0.1616767906519902 | inf | 0.00983156439602946 | 0.011191488070357053 | 0.0003284438647083167 | 0.0020139969156199086 | 0.009598726115617573 | 0.05393540065778869 | 0.0073586976597802755 | 0.012837438389371595 | 0.006974151783538605 | 0.001684264742385359 | inf | inf | inf | inf | 0.003137285016707191 | inf | inf | inf | 0.6849016668611442 | +-----------+-----------+------------------------+-----------------------+-------+-----------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/28 00:22:28] Vis4D INFO: Epoch 2: 55050/75000, ETA: 0:09:03, 36.68it/s, loss: 0.1929, loss_seg: 0.1929, _pixel_acc: 0.9370 [06/28 00:22:37] Vis4D INFO: Epoch 2: 55100/75000, ETA: 0:09:05, 36.50it/s, loss: 0.2073, loss_seg: 0.2073, _pixel_acc: 0.9307 [06/28 00:22:46] Vis4D INFO: Epoch 2: 55150/75000, ETA: 0:09:06, 36.32it/s, loss: 0.1895, loss_seg: 0.1895, _pixel_acc: 0.9352 [06/28 00:22:55] Vis4D INFO: Epoch 2: 55200/75000, ETA: 0:09:07, 36.13it/s, loss: 0.2109, loss_seg: 0.2109, _pixel_acc: 0.9313 [06/28 00:23:05] Vis4D INFO: Epoch 2: 55250/75000, ETA: 0:09:09, 35.95it/s, loss: 0.2212, loss_seg: 0.2212, _pixel_acc: 0.9270 [06/28 00:23:13] Vis4D INFO: Epoch 2: 55300/75000, ETA: 0:09:10, 35.79it/s, loss: 0.2201, loss_seg: 0.2201, _pixel_acc: 0.9274 [06/28 00:23:21] Vis4D INFO: Epoch 2: 55350/75000, ETA: 0:09:11, 35.62it/s, loss: 0.1979, loss_seg: 0.1979, _pixel_acc: 0.9351 [06/28 00:23:30] Vis4D INFO: Epoch 2: 55400/75000, ETA: 0:09:12, 35.45it/s, loss: 0.1869, loss_seg: 0.1869, _pixel_acc: 0.9381 [06/28 00:23:39] Vis4D INFO: Epoch 2: 55450/75000, ETA: 0:09:14, 35.29it/s, loss: 0.1763, loss_seg: 0.1763, _pixel_acc: 0.9415 [06/28 00:23:48] Vis4D INFO: Epoch 2: 55500/75000, ETA: 0:09:15, 35.12it/s, loss: 0.2210, loss_seg: 0.2210, _pixel_acc: 0.9252 [06/28 00:23:57] Vis4D INFO: Epoch 2: 55550/75000, ETA: 0:09:16, 34.95it/s, loss: 0.2043, loss_seg: 0.2043, _pixel_acc: 0.9307 [06/28 00:24:05] Vis4D INFO: Epoch 2: 55600/75000, ETA: 0:09:17, 34.81it/s, loss: 0.1963, loss_seg: 0.1963, _pixel_acc: 0.9348 [06/28 00:24:13] Vis4D INFO: Epoch 2: 55650/75000, ETA: 0:09:18, 34.67it/s, loss: 0.2071, loss_seg: 0.2071, _pixel_acc: 0.9299 [06/28 00:24:21] Vis4D INFO: Epoch 2: 55700/75000, ETA: 0:09:19, 34.51it/s, loss: 0.2017, loss_seg: 0.2017, _pixel_acc: 0.9348 [06/28 00:24:30] Vis4D INFO: Epoch 2: 55750/75000, ETA: 0:09:20, 34.36it/s, loss: 0.1968, loss_seg: 0.1968, _pixel_acc: 0.9352 [06/28 00:24:38] Vis4D INFO: Epoch 2: 55800/75000, ETA: 0:09:21, 34.21it/s, loss: 0.1810, loss_seg: 0.1810, _pixel_acc: 0.9388 [06/28 00:24:47] Vis4D INFO: Epoch 2: 55850/75000, ETA: 0:09:22, 34.06it/s, loss: 0.2178, loss_seg: 0.2178, _pixel_acc: 0.9286 [06/28 00:24:56] Vis4D INFO: Epoch 2: 55900/75000, ETA: 0:09:23, 33.92it/s, loss: 0.2508, loss_seg: 0.2508, _pixel_acc: 0.9231 [06/28 00:25:04] Vis4D INFO: Epoch 2: 55950/75000, ETA: 0:09:24, 33.78it/s, loss: 0.2346, loss_seg: 0.2346, _pixel_acc: 0.9245 [06/28 00:25:12] Vis4D INFO: Epoch 2: 56000/75000, ETA: 0:09:24, 33.64it/s, loss: 0.2249, loss_seg: 0.2249, _pixel_acc: 0.9261 [06/28 00:25:20] Vis4D INFO: Epoch 2: 56050/75000, ETA: 0:09:25, 33.51it/s, loss: 0.2131, loss_seg: 0.2131, _pixel_acc: 0.9300 [06/28 00:25:28] Vis4D INFO: Epoch 2: 56100/75000, ETA: 0:09:26, 33.38it/s, loss: 0.1980, loss_seg: 0.1980, _pixel_acc: 0.9335 [06/28 00:25:36] Vis4D INFO: Epoch 2: 56150/75000, ETA: 0:09:26, 33.25it/s, loss: 0.1821, loss_seg: 0.1821, _pixel_acc: 0.9399 [06/28 00:25:45] Vis4D INFO: Epoch 2: 56200/75000, ETA: 0:09:27, 33.10it/s, loss: 0.2089, loss_seg: 0.2089, _pixel_acc: 0.9318 [06/28 00:25:53] Vis4D INFO: Epoch 2: 56250/75000, ETA: 0:09:28, 32.98it/s, loss: 0.1819, loss_seg: 0.1819, _pixel_acc: 0.9393 [06/28 00:26:02] Vis4D INFO: Epoch 2: 56300/75000, ETA: 0:09:29, 32.84it/s, loss: 0.1886, loss_seg: 0.1886, _pixel_acc: 0.9355 [06/28 00:26:09] Vis4D INFO: Epoch 2: 56350/75000, ETA: 0:09:29, 32.73it/s, loss: 0.2080, loss_seg: 0.2080, _pixel_acc: 0.9303 [06/28 00:26:17] Vis4D INFO: Epoch 2: 56400/75000, ETA: 0:09:30, 32.60it/s, loss: 0.1781, loss_seg: 0.1781, _pixel_acc: 0.9409 [06/28 00:26:25] Vis4D INFO: Epoch 2: 56450/75000, ETA: 0:09:30, 32.49it/s, loss: 0.1796, loss_seg: 0.1796, _pixel_acc: 0.9398 [06/28 00:26:33] Vis4D INFO: Epoch 2: 56500/75000, ETA: 0:09:31, 32.37it/s, loss: 0.1918, loss_seg: 0.1918, _pixel_acc: 0.9368 [06/28 00:26:41] Vis4D INFO: Epoch 2: 56550/75000, ETA: 0:09:32, 32.24it/s, loss: 0.2133, loss_seg: 0.2133, _pixel_acc: 0.9290 [06/28 00:26:50] Vis4D INFO: Epoch 2: 56600/75000, ETA: 0:09:32, 32.12it/s, loss: 0.1982, loss_seg: 0.1982, _pixel_acc: 0.9345 [06/28 00:26:58] Vis4D INFO: Epoch 2: 56650/75000, ETA: 0:09:33, 32.01it/s, loss: 0.1819, loss_seg: 0.1819, _pixel_acc: 0.9395 [06/28 00:27:05] Vis4D INFO: Epoch 2: 56700/75000, ETA: 0:09:33, 31.90it/s, loss: 0.1819, loss_seg: 0.1819, _pixel_acc: 0.9389 [06/28 00:27:13] Vis4D INFO: Epoch 2: 56750/75000, ETA: 0:09:34, 31.79it/s, loss: 0.1803, loss_seg: 0.1803, _pixel_acc: 0.9405 [06/28 00:27:20] Vis4D INFO: Epoch 2: 56800/75000, ETA: 0:09:34, 31.69it/s, loss: 0.1866, loss_seg: 0.1866, _pixel_acc: 0.9380 [06/28 00:27:27] Vis4D INFO: Epoch 2: 56850/75000, ETA: 0:09:34, 31.58it/s, loss: 0.1830, loss_seg: 0.1830, _pixel_acc: 0.9400 [06/28 00:27:35] Vis4D INFO: Epoch 2: 56900/75000, ETA: 0:09:35, 31.47it/s, loss: 0.1822, loss_seg: 0.1822, _pixel_acc: 0.9383 [06/28 00:27:45] Vis4D INFO: Epoch 2: 56950/75000, ETA: 0:09:36, 31.33it/s, loss: 0.1670, loss_seg: 0.1670, _pixel_acc: 0.9445 [06/28 00:27:52] Vis4D INFO: Epoch 2: 57000/75000, ETA: 0:09:36, 31.23it/s, loss: 0.1762, loss_seg: 0.1762, _pixel_acc: 0.9407 [06/28 00:28:00] Vis4D INFO: Epoch 2: 57050/75000, ETA: 0:09:36, 31.13it/s, loss: 0.1780, loss_seg: 0.1780, _pixel_acc: 0.9405 [06/28 00:28:08] Vis4D INFO: Epoch 2: 57100/75000, ETA: 0:09:36, 31.03it/s, loss: 0.1849, loss_seg: 0.1849, _pixel_acc: 0.9381 [06/28 00:28:15] Vis4D INFO: Epoch 2: 57150/75000, ETA: 0:09:36, 30.94it/s, loss: 0.2104, loss_seg: 0.2104, _pixel_acc: 0.9304 [06/28 00:28:22] Vis4D INFO: Epoch 2: 57200/75000, ETA: 0:09:37, 30.84it/s, loss: 0.1787, loss_seg: 0.1787, _pixel_acc: 0.9397 [06/28 00:28:29] Vis4D INFO: Epoch 2: 57250/75000, ETA: 0:09:37, 30.76it/s, loss: 0.1677, loss_seg: 0.1677, _pixel_acc: 0.9430 [06/28 00:28:37] Vis4D INFO: Epoch 2: 57300/75000, ETA: 0:09:37, 30.66it/s, loss: 0.1837, loss_seg: 0.1837, _pixel_acc: 0.9382 [06/28 00:28:46] Vis4D INFO: Epoch 2: 57350/75000, ETA: 0:09:38, 30.53it/s, loss: 0.1929, loss_seg: 0.1929, _pixel_acc: 0.9361 [06/28 00:28:54] Vis4D INFO: Epoch 2: 57400/75000, ETA: 0:09:38, 30.43it/s, loss: 0.1734, loss_seg: 0.1734, _pixel_acc: 0.9410 [06/28 00:29:01] Vis4D INFO: Epoch 2: 57450/75000, ETA: 0:09:38, 30.34it/s, loss: 0.1808, loss_seg: 0.1808, _pixel_acc: 0.9393 [06/28 00:29:09] Vis4D INFO: Epoch 2: 57500/75000, ETA: 0:09:38, 30.25it/s, loss: 0.1908, loss_seg: 0.1908, _pixel_acc: 0.9351 [06/28 00:29:16] Vis4D INFO: Epoch 2: 57550/75000, ETA: 0:09:38, 30.16it/s, loss: 0.1758, loss_seg: 0.1758, _pixel_acc: 0.9420 [06/28 00:29:24] Vis4D INFO: Epoch 2: 57600/75000, ETA: 0:09:38, 30.06it/s, loss: 0.1660, loss_seg: 0.1660, _pixel_acc: 0.9436 [06/28 00:29:31] Vis4D INFO: Epoch 2: 57650/75000, ETA: 0:09:38, 29.98it/s, loss: 0.1802, loss_seg: 0.1802, _pixel_acc: 0.9394 [06/28 00:29:38] Vis4D INFO: Epoch 2: 57700/75000, ETA: 0:09:38, 29.90it/s, loss: 0.1725, loss_seg: 0.1725, _pixel_acc: 0.9419 [06/28 00:29:45] Vis4D INFO: Epoch 2: 57750/75000, ETA: 0:09:38, 29.80it/s, loss: 0.2256, loss_seg: 0.2256, _pixel_acc: 0.9265 [06/28 00:29:53] Vis4D INFO: Epoch 2: 57800/75000, ETA: 0:09:38, 29.72it/s, loss: 0.1947, loss_seg: 0.1947, _pixel_acc: 0.9352 [06/28 00:30:01] Vis4D INFO: Epoch 2: 57850/75000, ETA: 0:09:39, 29.62it/s, loss: 0.2000, loss_seg: 0.2000, _pixel_acc: 0.9352 [06/28 00:30:09] Vis4D INFO: Epoch 2: 57900/75000, ETA: 0:09:39, 29.53it/s, loss: 0.1841, loss_seg: 0.1841, _pixel_acc: 0.9381 [06/28 00:30:16] Vis4D INFO: Epoch 2: 57950/75000, ETA: 0:09:39, 29.44it/s, loss: 0.1855, loss_seg: 0.1855, _pixel_acc: 0.9369 [06/28 00:30:22] Vis4D INFO: Epoch 2: 58000/75000, ETA: 0:09:38, 29.37it/s, loss: 0.1930, loss_seg: 0.1930, _pixel_acc: 0.9375 [06/28 00:30:30] Vis4D INFO: Epoch 2: 58050/75000, ETA: 0:09:38, 29.28it/s, loss: 0.1718, loss_seg: 0.1718, _pixel_acc: 0.9425 [06/28 00:30:37] Vis4D INFO: Epoch 2: 58100/75000, ETA: 0:09:38, 29.20it/s, loss: 0.1855, loss_seg: 0.1855, _pixel_acc: 0.9383 [06/28 00:30:45] Vis4D INFO: Epoch 2: 58150/75000, ETA: 0:09:38, 29.11it/s, loss: 0.1795, loss_seg: 0.1795, _pixel_acc: 0.9404 [06/28 00:30:52] Vis4D INFO: Epoch 2: 58200/75000, ETA: 0:09:38, 29.03it/s, loss: 0.1761, loss_seg: 0.1761, _pixel_acc: 0.9397 [06/28 00:31:00] Vis4D INFO: Epoch 2: 58250/75000, ETA: 0:09:38, 28.95it/s, loss: 0.1908, loss_seg: 0.1908, _pixel_acc: 0.9369 [06/28 00:31:07] Vis4D INFO: Epoch 2: 58300/75000, ETA: 0:09:38, 28.87it/s, loss: 0.1985, loss_seg: 0.1985, _pixel_acc: 0.9323 [06/28 00:31:14] Vis4D INFO: Epoch 2: 58350/75000, ETA: 0:09:38, 28.79it/s, loss: 0.2205, loss_seg: 0.2205, _pixel_acc: 0.9290 [06/28 00:31:21] Vis4D INFO: Epoch 2: 58400/75000, ETA: 0:09:38, 28.71it/s, loss: 0.2058, loss_seg: 0.2058, _pixel_acc: 0.9333 [06/28 00:31:28] Vis4D INFO: Epoch 2: 58450/75000, ETA: 0:09:37, 28.64it/s, loss: 0.1736, loss_seg: 0.1736, _pixel_acc: 0.9405 [06/28 00:31:37] Vis4D INFO: Epoch 2: 58500/75000, ETA: 0:09:37, 28.55it/s, loss: 0.1899, loss_seg: 0.1899, _pixel_acc: 0.9378 [06/28 00:31:43] Vis4D INFO: Epoch 2: 58550/75000, ETA: 0:09:37, 28.48it/s, loss: 0.1799, loss_seg: 0.1799, _pixel_acc: 0.9416 [06/28 00:31:51] Vis4D INFO: Epoch 2: 58600/75000, ETA: 0:09:37, 28.40it/s, loss: 0.1821, loss_seg: 0.1821, _pixel_acc: 0.9383 [06/28 00:31:58] Vis4D INFO: Epoch 2: 58650/75000, ETA: 0:09:37, 28.32it/s, loss: 0.1836, loss_seg: 0.1836, _pixel_acc: 0.9379 [06/28 00:32:05] Vis4D INFO: Epoch 2: 58700/75000, ETA: 0:09:36, 28.25it/s, loss: 0.1916, loss_seg: 0.1916, _pixel_acc: 0.9351 [06/28 00:32:12] Vis4D INFO: Epoch 2: 58750/75000, ETA: 0:09:36, 28.19it/s, loss: 0.1688, loss_seg: 0.1688, _pixel_acc: 0.9428 [06/28 00:32:18] Vis4D INFO: Epoch 2: 58800/75000, ETA: 0:09:36, 28.12it/s, loss: 0.1822, loss_seg: 0.1822, _pixel_acc: 0.9387 [06/28 00:32:25] Vis4D INFO: Epoch 2: 58850/75000, ETA: 0:09:35, 28.06it/s, loss: 0.1657, loss_seg: 0.1657, _pixel_acc: 0.9447 [06/28 00:32:32] Vis4D INFO: Epoch 2: 58900/75000, ETA: 0:09:35, 27.99it/s, loss: 0.1852, loss_seg: 0.1852, _pixel_acc: 0.9383 [06/28 00:32:39] Vis4D INFO: Epoch 2: 58950/75000, ETA: 0:09:34, 27.92it/s, loss: 0.1641, loss_seg: 0.1641, _pixel_acc: 0.9448 [06/28 00:32:46] Vis4D INFO: Epoch 2: 59000/75000, ETA: 0:09:34, 27.85it/s, loss: 0.1626, loss_seg: 0.1626, _pixel_acc: 0.9446 [06/28 00:32:53] Vis4D INFO: Epoch 2: 59050/75000, ETA: 0:09:34, 27.78it/s, loss: 0.1625, loss_seg: 0.1625, _pixel_acc: 0.9450 [06/28 00:33:00] Vis4D INFO: Epoch 2: 59100/75000, ETA: 0:09:33, 27.71it/s, loss: 0.1830, loss_seg: 0.1830, _pixel_acc: 0.9385 [06/28 00:33:08] Vis4D INFO: Epoch 2: 59150/75000, ETA: 0:09:33, 27.64it/s, loss: 0.1829, loss_seg: 0.1829, _pixel_acc: 0.9372 [06/28 00:33:14] Vis4D INFO: Epoch 2: 59200/75000, ETA: 0:09:32, 27.58it/s, loss: 0.1771, loss_seg: 0.1771, _pixel_acc: 0.9408 [06/28 00:33:21] Vis4D INFO: Epoch 2: 59250/75000, ETA: 0:09:32, 27.52it/s, loss: 0.1743, loss_seg: 0.1743, _pixel_acc: 0.9420 [06/28 00:33:28] Vis4D INFO: Epoch 2: 59300/75000, ETA: 0:09:32, 27.45it/s, loss: 0.1777, loss_seg: 0.1777, _pixel_acc: 0.9396 [06/28 00:33:35] Vis4D INFO: Epoch 2: 59350/75000, ETA: 0:09:31, 27.39it/s, loss: 0.1796, loss_seg: 0.1796, _pixel_acc: 0.9403 [06/28 00:33:41] Vis4D INFO: Epoch 2: 59400/75000, ETA: 0:09:30, 27.33it/s, loss: 0.1655, loss_seg: 0.1655, _pixel_acc: 0.9439 [06/28 00:33:48] Vis4D INFO: Epoch 2: 59450/75000, ETA: 0:09:30, 27.27it/s, loss: 0.1997, loss_seg: 0.1997, _pixel_acc: 0.9335 [06/28 00:33:55] Vis4D INFO: Epoch 2: 59500/75000, ETA: 0:09:29, 27.20it/s, loss: 0.1738, loss_seg: 0.1738, _pixel_acc: 0.9410 [06/28 00:34:02] Vis4D INFO: Epoch 2: 59550/75000, ETA: 0:09:29, 27.14it/s, loss: 0.1712, loss_seg: 0.1712, _pixel_acc: 0.9419 [06/28 00:34:09] Vis4D INFO: Epoch 2: 59600/75000, ETA: 0:09:28, 27.08it/s, loss: 0.1813, loss_seg: 0.1813, _pixel_acc: 0.9390 [06/28 00:34:15] Vis4D INFO: Epoch 2: 59650/75000, ETA: 0:09:28, 27.02it/s, loss: 0.1858, loss_seg: 0.1858, _pixel_acc: 0.9370 [06/28 00:34:22] Vis4D INFO: Epoch 2: 59700/75000, ETA: 0:09:27, 26.96it/s, loss: 0.1893, loss_seg: 0.1893, _pixel_acc: 0.9357 [06/28 00:34:29] Vis4D INFO: Epoch 2: 59750/75000, ETA: 0:09:27, 26.89it/s, loss: 0.2021, loss_seg: 0.2021, _pixel_acc: 0.9331 [06/28 00:34:37] Vis4D INFO: Epoch 2: 59800/75000, ETA: 0:09:26, 26.83it/s, loss: 0.1961, loss_seg: 0.1961, _pixel_acc: 0.9356 [06/28 00:34:43] Vis4D INFO: Epoch 2: 59850/75000, ETA: 0:09:25, 26.77it/s, loss: 0.1852, loss_seg: 0.1852, _pixel_acc: 0.9385 [06/28 00:34:49] Vis4D INFO: Epoch 2: 59900/75000, ETA: 0:09:25, 26.72it/s, loss: 0.1767, loss_seg: 0.1767, _pixel_acc: 0.9405 [06/28 00:34:56] Vis4D INFO: Epoch 2: 59950/75000, ETA: 0:09:24, 26.66it/s, loss: 0.2005, loss_seg: 0.2005, _pixel_acc: 0.9325 [06/28 00:35:03] Vis4D INFO: Epoch 2: 60000/75000, ETA: 0:09:23, 26.61it/s, loss: 0.1797, loss_seg: 0.1797, _pixel_acc: 0.9394 [06/28 00:35:10] Vis4D INFO: Epoch 2: 60050/75000, ETA: 0:09:23, 26.54it/s, loss: 0.1782, loss_seg: 0.1782, _pixel_acc: 0.9401 [06/28 00:35:17] Vis4D INFO: Epoch 2: 60100/75000, ETA: 0:09:22, 26.48it/s, loss: 0.1818, loss_seg: 0.1818, _pixel_acc: 0.9392 [06/28 00:35:24] Vis4D INFO: Epoch 2: 60150/75000, ETA: 0:09:22, 26.42it/s, loss: 0.1949, loss_seg: 0.1949, _pixel_acc: 0.9348 [06/28 00:35:31] Vis4D INFO: Epoch 2: 60200/75000, ETA: 0:09:21, 26.36it/s, loss: 0.1869, loss_seg: 0.1869, _pixel_acc: 0.9381 [06/28 00:35:38] Vis4D INFO: Epoch 2: 60250/75000, ETA: 0:09:20, 26.31it/s, loss: 0.1797, loss_seg: 0.1797, _pixel_acc: 0.9398 [06/28 00:35:44] Vis4D INFO: Epoch 2: 60300/75000, ETA: 0:09:19, 26.26it/s, loss: 0.1781, loss_seg: 0.1781, _pixel_acc: 0.9398 [06/28 00:35:51] Vis4D INFO: Epoch 2: 60350/75000, ETA: 0:09:19, 26.20it/s, loss: 0.1625, loss_seg: 0.1625, _pixel_acc: 0.9453 [06/28 00:35:57] Vis4D INFO: Epoch 2: 60400/75000, ETA: 0:09:18, 26.15it/s, loss: 0.1803, loss_seg: 0.1803, _pixel_acc: 0.9393 [06/28 00:36:04] Vis4D INFO: Epoch 2: 60450/75000, ETA: 0:09:17, 26.09it/s, loss: 0.1870, loss_seg: 0.1870, _pixel_acc: 0.9369 [06/28 00:36:11] Vis4D INFO: Epoch 2: 60500/75000, ETA: 0:09:16, 26.04it/s, loss: 0.1750, loss_seg: 0.1750, _pixel_acc: 0.9409 [06/28 00:36:18] Vis4D INFO: Epoch 2: 60550/75000, ETA: 0:09:16, 25.99it/s, loss: 0.1722, loss_seg: 0.1722, _pixel_acc: 0.9421 [06/28 00:36:24] Vis4D INFO: Epoch 2: 60600/75000, ETA: 0:09:15, 25.93it/s, loss: 0.1763, loss_seg: 0.1763, _pixel_acc: 0.9408 [06/28 00:36:31] Vis4D INFO: Epoch 2: 60650/75000, ETA: 0:09:14, 25.88it/s, loss: 0.1671, loss_seg: 0.1671, _pixel_acc: 0.9433 [06/28 00:36:37] Vis4D INFO: Epoch 2: 60700/75000, ETA: 0:09:13, 25.83it/s, loss: 0.1701, loss_seg: 0.1701, _pixel_acc: 0.9436 [06/28 00:36:44] Vis4D INFO: Epoch 2: 60750/75000, ETA: 0:09:12, 25.78it/s, loss: 0.1782, loss_seg: 0.1782, _pixel_acc: 0.9397 [06/28 00:36:50] Vis4D INFO: Epoch 2: 60800/75000, ETA: 0:09:11, 25.73it/s, loss: 0.1915, loss_seg: 0.1915, _pixel_acc: 0.9351 [06/28 00:36:57] Vis4D INFO: Epoch 2: 60850/75000, ETA: 0:09:10, 25.68it/s, loss: 0.2141, loss_seg: 0.2141, _pixel_acc: 0.9318 [06/28 00:37:03] Vis4D INFO: Epoch 2: 60900/75000, ETA: 0:09:10, 25.64it/s, loss: 0.2065, loss_seg: 0.2065, _pixel_acc: 0.9302 [06/28 00:37:10] Vis4D INFO: Epoch 2: 60950/75000, ETA: 0:09:09, 25.58it/s, loss: 0.1957, loss_seg: 0.1957, _pixel_acc: 0.9359 [06/28 00:37:16] Vis4D INFO: Epoch 2: 61000/75000, ETA: 0:09:08, 25.54it/s, loss: 0.1981, loss_seg: 0.1981, _pixel_acc: 0.9337 [06/28 00:37:23] Vis4D INFO: Epoch 2: 61050/75000, ETA: 0:09:07, 25.49it/s, loss: 0.1787, loss_seg: 0.1787, _pixel_acc: 0.9394 [06/28 00:37:30] Vis4D INFO: Epoch 2: 61100/75000, ETA: 0:09:06, 25.44it/s, loss: 0.1727, loss_seg: 0.1727, _pixel_acc: 0.9407 [06/28 00:37:36] Vis4D INFO: Epoch 2: 61150/75000, ETA: 0:09:05, 25.39it/s, loss: 0.1692, loss_seg: 0.1692, _pixel_acc: 0.9427 [06/28 00:37:43] Vis4D INFO: Epoch 2: 61200/75000, ETA: 0:09:04, 25.34it/s, loss: 0.1962, loss_seg: 0.1962, _pixel_acc: 0.9347 [06/28 00:37:50] Vis4D INFO: Epoch 2: 61250/75000, ETA: 0:09:03, 25.29it/s, loss: 0.1894, loss_seg: 0.1894, _pixel_acc: 0.9363 [06/28 00:37:56] Vis4D INFO: Epoch 2: 61300/75000, ETA: 0:09:02, 25.24it/s, loss: 0.1934, loss_seg: 0.1934, _pixel_acc: 0.9352 [06/28 00:38:03] Vis4D INFO: Epoch 2: 61350/75000, ETA: 0:09:01, 25.20it/s, loss: 0.1893, loss_seg: 0.1893, _pixel_acc: 0.9358 [06/28 00:38:10] Vis4D INFO: Epoch 2: 61400/75000, ETA: 0:09:00, 25.14it/s, loss: 0.1933, loss_seg: 0.1933, _pixel_acc: 0.9333 [06/28 00:38:17] Vis4D INFO: Epoch 2: 61450/75000, ETA: 0:09:00, 25.09it/s, loss: 0.1761, loss_seg: 0.1761, _pixel_acc: 0.9408 [06/28 00:38:23] Vis4D INFO: Epoch 2: 61500/75000, ETA: 0:08:58, 25.05it/s, loss: 0.1725, loss_seg: 0.1725, _pixel_acc: 0.9410 [06/28 00:38:30] Vis4D INFO: Epoch 2: 61550/75000, ETA: 0:08:58, 25.00it/s, loss: 0.1834, loss_seg: 0.1834, _pixel_acc: 0.9384 [06/28 00:38:37] Vis4D INFO: Epoch 2: 61600/75000, ETA: 0:08:57, 24.95it/s, loss: 0.1893, loss_seg: 0.1893, _pixel_acc: 0.9370 [06/28 00:38:43] Vis4D INFO: Epoch 2: 61650/75000, ETA: 0:08:56, 24.90it/s, loss: 0.2000, loss_seg: 0.2000, _pixel_acc: 0.9341 [06/28 00:38:50] Vis4D INFO: Epoch 2: 61700/75000, ETA: 0:08:55, 24.86it/s, loss: 0.2241, loss_seg: 0.2241, _pixel_acc: 0.9249 [06/28 00:38:56] Vis4D INFO: Epoch 2: 61750/75000, ETA: 0:08:53, 24.81it/s, loss: 0.1916, loss_seg: 0.1916, _pixel_acc: 0.9360 [06/28 00:39:03] Vis4D INFO: Epoch 2: 61800/75000, ETA: 0:08:52, 24.77it/s, loss: 0.1728, loss_seg: 0.1728, _pixel_acc: 0.9422 [06/28 00:39:09] Vis4D INFO: Epoch 2: 61850/75000, ETA: 0:08:51, 24.73it/s, loss: 0.1888, loss_seg: 0.1888, _pixel_acc: 0.9361 [06/28 00:39:15] Vis4D INFO: Epoch 2: 61900/75000, ETA: 0:08:50, 24.68it/s, loss: 0.2392, loss_seg: 0.2392, _pixel_acc: 0.9248 [06/28 00:39:22] Vis4D INFO: Epoch 2: 61950/75000, ETA: 0:08:49, 24.64it/s, loss: 0.1896, loss_seg: 0.1896, _pixel_acc: 0.9363 [06/28 00:39:29] Vis4D INFO: Epoch 2: 62000/75000, ETA: 0:08:48, 24.59it/s, loss: 0.1795, loss_seg: 0.1795, _pixel_acc: 0.9398 [06/28 00:39:35] Vis4D INFO: Epoch 2: 62050/75000, ETA: 0:08:47, 24.55it/s, loss: 0.1775, loss_seg: 0.1775, _pixel_acc: 0.9405 [06/28 00:39:42] Vis4D INFO: Epoch 2: 62100/75000, ETA: 0:08:46, 24.50it/s, loss: 0.1770, loss_seg: 0.1770, _pixel_acc: 0.9396 [06/28 00:39:48] Vis4D INFO: Epoch 2: 62150/75000, ETA: 0:08:45, 24.46it/s, loss: 0.1647, loss_seg: 0.1647, _pixel_acc: 0.9446 [06/28 00:39:55] Vis4D INFO: Epoch 2: 62200/75000, ETA: 0:08:44, 24.42it/s, loss: 0.1788, loss_seg: 0.1788, _pixel_acc: 0.9399 [06/28 00:40:01] Vis4D INFO: Epoch 2: 62250/75000, ETA: 0:08:43, 24.38it/s, loss: 0.1841, loss_seg: 0.1841, _pixel_acc: 0.9374 [06/28 00:40:08] Vis4D INFO: Epoch 2: 62300/75000, ETA: 0:08:41, 24.34it/s, loss: 0.1867, loss_seg: 0.1867, _pixel_acc: 0.9381 [06/28 00:40:14] Vis4D INFO: Epoch 2: 62350/75000, ETA: 0:08:40, 24.29it/s, loss: 0.1937, loss_seg: 0.1937, _pixel_acc: 0.9347 [06/28 00:40:21] Vis4D INFO: Epoch 2: 62400/75000, ETA: 0:08:39, 24.25it/s, loss: 0.1758, loss_seg: 0.1758, _pixel_acc: 0.9406 [06/28 00:40:27] Vis4D INFO: Epoch 2: 62450/75000, ETA: 0:08:38, 24.21it/s, loss: 0.1779, loss_seg: 0.1779, _pixel_acc: 0.9392 [06/28 00:40:34] Vis4D INFO: Epoch 2: 62500/75000, ETA: 0:08:37, 24.17it/s, loss: 0.1799, loss_seg: 0.1799, _pixel_acc: 0.9398 [06/28 00:40:40] Vis4D INFO: Epoch 2: 62550/75000, ETA: 0:08:35, 24.13it/s, loss: 0.1858, loss_seg: 0.1858, _pixel_acc: 0.9365 [06/28 00:40:46] Vis4D INFO: Epoch 2: 62600/75000, ETA: 0:08:34, 24.10it/s, loss: 0.1882, loss_seg: 0.1882, _pixel_acc: 0.9352 [06/28 00:40:52] Vis4D INFO: Epoch 2: 62650/75000, ETA: 0:08:33, 24.06it/s, loss: 0.1687, loss_seg: 0.1687, _pixel_acc: 0.9431 [06/28 00:40:58] Vis4D INFO: Epoch 2: 62700/75000, ETA: 0:08:32, 24.02it/s, loss: 0.1531, loss_seg: 0.1531, _pixel_acc: 0.9485 [06/28 00:41:04] Vis4D INFO: Epoch 2: 62750/75000, ETA: 0:08:30, 23.98it/s, loss: 0.1839, loss_seg: 0.1839, _pixel_acc: 0.9384 [06/28 00:41:10] Vis4D INFO: Epoch 2: 62800/75000, ETA: 0:08:29, 23.94it/s, loss: 0.1705, loss_seg: 0.1705, _pixel_acc: 0.9416 [06/28 00:41:17] Vis4D INFO: Epoch 2: 62850/75000, ETA: 0:08:28, 23.90it/s, loss: 0.1824, loss_seg: 0.1824, _pixel_acc: 0.9378 [06/28 00:41:23] Vis4D INFO: Epoch 2: 62900/75000, ETA: 0:08:27, 23.86it/s, loss: 0.1764, loss_seg: 0.1764, _pixel_acc: 0.9399 [06/28 00:41:30] Vis4D INFO: Epoch 2: 62950/75000, ETA: 0:08:25, 23.83it/s, loss: 0.1862, loss_seg: 0.1862, _pixel_acc: 0.9374 [06/28 00:41:36] Vis4D INFO: Epoch 2: 63000/75000, ETA: 0:08:24, 23.79it/s, loss: 0.2117, loss_seg: 0.2117, _pixel_acc: 0.9286 [06/28 00:41:43] Vis4D INFO: Epoch 2: 63050/75000, ETA: 0:08:23, 23.75it/s, loss: 0.1827, loss_seg: 0.1827, _pixel_acc: 0.9392 [06/28 00:41:49] Vis4D INFO: Epoch 2: 63100/75000, ETA: 0:08:21, 23.71it/s, loss: 0.1837, loss_seg: 0.1837, _pixel_acc: 0.9383 [06/28 00:41:56] Vis4D INFO: Epoch 2: 63150/75000, ETA: 0:08:20, 23.67it/s, loss: 0.1844, loss_seg: 0.1844, _pixel_acc: 0.9380 [06/28 00:42:02] Vis4D INFO: Epoch 2: 63200/75000, ETA: 0:08:19, 23.63it/s, loss: 0.1860, loss_seg: 0.1860, _pixel_acc: 0.9376 [06/28 00:42:08] Vis4D INFO: Epoch 2: 63250/75000, ETA: 0:08:17, 23.60it/s, loss: 0.1930, loss_seg: 0.1930, _pixel_acc: 0.9363 [06/28 00:42:14] Vis4D INFO: Epoch 2: 63300/75000, ETA: 0:08:16, 23.56it/s, loss: 0.1756, loss_seg: 0.1756, _pixel_acc: 0.9409 [06/28 00:42:20] Vis4D INFO: Epoch 2: 63350/75000, ETA: 0:08:15, 23.53it/s, loss: 0.1980, loss_seg: 0.1980, _pixel_acc: 0.9331 [06/28 00:42:27] Vis4D INFO: Epoch 2: 63400/75000, ETA: 0:08:13, 23.49it/s, loss: 0.1803, loss_seg: 0.1803, _pixel_acc: 0.9385 [06/28 00:42:33] Vis4D INFO: Epoch 2: 63450/75000, ETA: 0:08:12, 23.45it/s, loss: 0.1823, loss_seg: 0.1823, _pixel_acc: 0.9398 [06/28 00:42:39] Vis4D INFO: Epoch 2: 63500/75000, ETA: 0:08:11, 23.42it/s, loss: 0.1867, loss_seg: 0.1867, _pixel_acc: 0.9364 [06/28 00:42:46] Vis4D INFO: Epoch 2: 63550/75000, ETA: 0:08:09, 23.38it/s, loss: 0.1848, loss_seg: 0.1848, _pixel_acc: 0.9374 [06/28 00:42:53] Vis4D INFO: Epoch 2: 63600/75000, ETA: 0:08:08, 23.34it/s, loss: 0.1954, loss_seg: 0.1954, _pixel_acc: 0.9346 [06/28 00:42:59] Vis4D INFO: Epoch 2: 63650/75000, ETA: 0:08:06, 23.31it/s, loss: 0.1770, loss_seg: 0.1770, _pixel_acc: 0.9403 [06/28 00:43:05] Vis4D INFO: Epoch 2: 63700/75000, ETA: 0:08:05, 23.27it/s, loss: 0.1750, loss_seg: 0.1750, _pixel_acc: 0.9404 [06/28 00:43:11] Vis4D INFO: Epoch 2: 63750/75000, ETA: 0:08:04, 23.24it/s, loss: 0.1590, loss_seg: 0.1590, _pixel_acc: 0.9463 [06/28 00:43:17] Vis4D INFO: Epoch 2: 63800/75000, ETA: 0:08:02, 23.20it/s, loss: 0.1880, loss_seg: 0.1880, _pixel_acc: 0.9355 [06/28 00:43:23] Vis4D INFO: Epoch 2: 63850/75000, ETA: 0:08:01, 23.17it/s, loss: 0.2091, loss_seg: 0.2091, _pixel_acc: 0.9257 [06/28 00:43:29] Vis4D INFO: Epoch 2: 63900/75000, ETA: 0:07:59, 23.14it/s, loss: 0.1808, loss_seg: 0.1808, _pixel_acc: 0.9384 [06/28 00:43:36] Vis4D INFO: Epoch 2: 63950/75000, ETA: 0:07:58, 23.10it/s, loss: 0.1717, loss_seg: 0.1717, _pixel_acc: 0.9425 [06/28 00:43:42] Vis4D INFO: Epoch 2: 64000/75000, ETA: 0:07:56, 23.07it/s, loss: 0.1708, loss_seg: 0.1708, _pixel_acc: 0.9422 [06/28 00:43:48] Vis4D INFO: Epoch 2: 64050/75000, ETA: 0:07:55, 23.03it/s, loss: 0.1818, loss_seg: 0.1818, _pixel_acc: 0.9393 [06/28 00:43:54] Vis4D INFO: Epoch 2: 64100/75000, ETA: 0:07:53, 23.00it/s, loss: 0.1881, loss_seg: 0.1881, _pixel_acc: 0.9368 [06/28 00:44:01] Vis4D INFO: Epoch 2: 64150/75000, ETA: 0:07:52, 22.97it/s, loss: 0.1748, loss_seg: 0.1748, _pixel_acc: 0.9408 [06/28 00:44:08] Vis4D INFO: Epoch 2: 64200/75000, ETA: 0:07:51, 22.93it/s, loss: 0.1597, loss_seg: 0.1597, _pixel_acc: 0.9451 [06/28 00:44:14] Vis4D INFO: Epoch 2: 64250/75000, ETA: 0:07:49, 22.90it/s, loss: 0.1714, loss_seg: 0.1714, _pixel_acc: 0.9403 [06/28 00:44:20] Vis4D INFO: Epoch 2: 64300/75000, ETA: 0:07:48, 22.86it/s, loss: 0.1755, loss_seg: 0.1755, _pixel_acc: 0.9406 [06/28 00:44:27] Vis4D INFO: Epoch 2: 64350/75000, ETA: 0:07:46, 22.83it/s, loss: 0.1685, loss_seg: 0.1685, _pixel_acc: 0.9430 [06/28 00:44:33] Vis4D INFO: Epoch 2: 64400/75000, ETA: 0:07:45, 22.79it/s, loss: 0.1758, loss_seg: 0.1758, _pixel_acc: 0.9419 [06/28 00:44:39] Vis4D INFO: Epoch 2: 64450/75000, ETA: 0:07:43, 22.76it/s, loss: 0.1838, loss_seg: 0.1838, _pixel_acc: 0.9381 [06/28 00:44:46] Vis4D INFO: Epoch 2: 64500/75000, ETA: 0:07:42, 22.73it/s, loss: 0.1864, loss_seg: 0.1864, _pixel_acc: 0.9376 [06/28 00:44:52] Vis4D INFO: Epoch 2: 64550/75000, ETA: 0:07:40, 22.70it/s, loss: 0.1802, loss_seg: 0.1802, _pixel_acc: 0.9378 [06/28 00:44:58] Vis4D INFO: Epoch 2: 64600/75000, ETA: 0:07:38, 22.66it/s, loss: 0.1708, loss_seg: 0.1708, _pixel_acc: 0.9422 [06/28 00:45:04] Vis4D INFO: Epoch 2: 64650/75000, ETA: 0:07:37, 22.63it/s, loss: 0.1606, loss_seg: 0.1606, _pixel_acc: 0.9450 [06/28 00:45:10] Vis4D INFO: Epoch 2: 64700/75000, ETA: 0:07:35, 22.60it/s, loss: 0.1757, loss_seg: 0.1757, _pixel_acc: 0.9403 [06/28 00:45:17] Vis4D INFO: Epoch 2: 64750/75000, ETA: 0:07:34, 22.57it/s, loss: 0.1835, loss_seg: 0.1835, _pixel_acc: 0.9365 [06/28 00:45:23] Vis4D INFO: Epoch 2: 64800/75000, ETA: 0:07:32, 22.54it/s, loss: 0.1789, loss_seg: 0.1789, _pixel_acc: 0.9393 [06/28 00:45:30] Vis4D INFO: Epoch 2: 64850/75000, ETA: 0:07:31, 22.50it/s, loss: 0.1743, loss_seg: 0.1743, _pixel_acc: 0.9405 [06/28 00:45:36] Vis4D INFO: Epoch 2: 64900/75000, ETA: 0:07:29, 22.47it/s, loss: 0.1773, loss_seg: 0.1773, _pixel_acc: 0.9409 [06/28 00:45:42] Vis4D INFO: Epoch 2: 64950/75000, ETA: 0:07:27, 22.44it/s, loss: 0.1600, loss_seg: 0.1600, _pixel_acc: 0.9443 [06/28 00:45:49] Vis4D INFO: Epoch 2: 65000/75000, ETA: 0:07:26, 22.41it/s, loss: 0.1640, loss_seg: 0.1640, _pixel_acc: 0.9441 [06/28 00:45:55] Vis4D INFO: Testing: 50/12500, ETA: 0:26:35, 7.81it/s [06/28 00:46:01] Vis4D INFO: Testing: 100/12500, ETA: 0:25:56, 7.96it/s [06/28 00:46:07] Vis4D INFO: Testing: 150/12500, ETA: 0:25:53, 7.95it/s [06/28 00:46:13] Vis4D INFO: Testing: 200/12500, ETA: 0:25:29, 8.04it/s [06/28 00:46:20] Vis4D INFO: Testing: 250/12500, ETA: 0:25:16, 8.08it/s [06/28 00:46:26] Vis4D INFO: Testing: 300/12500, ETA: 0:25:15, 8.05it/s [06/28 00:46:32] Vis4D INFO: Testing: 350/12500, ETA: 0:25:07, 8.06it/s [06/28 00:46:38] Vis4D INFO: Testing: 400/12500, ETA: 0:24:58, 8.07it/s [06/28 00:46:44] Vis4D INFO: Testing: 450/12500, ETA: 0:24:51, 8.08it/s [06/28 00:46:50] Vis4D INFO: Testing: 500/12500, ETA: 0:24:41, 8.10it/s [06/28 00:46:56] Vis4D INFO: Testing: 550/12500, ETA: 0:24:34, 8.10it/s [06/28 00:47:03] Vis4D INFO: Testing: 600/12500, ETA: 0:24:32, 8.08it/s [06/28 00:47:09] Vis4D INFO: Testing: 650/12500, ETA: 0:24:29, 8.06it/s [06/28 00:47:15] Vis4D INFO: Testing: 700/12500, ETA: 0:24:22, 8.07it/s [06/28 00:47:21] Vis4D INFO: Testing: 750/12500, ETA: 0:24:13, 8.08it/s [06/28 00:47:28] Vis4D INFO: Testing: 800/12500, ETA: 0:24:07, 8.08it/s [06/28 00:47:34] Vis4D INFO: Testing: 850/12500, ETA: 0:23:58, 8.10it/s [06/28 00:47:40] Vis4D INFO: Testing: 900/12500, ETA: 0:23:54, 8.09it/s [06/28 00:47:46] Vis4D INFO: Testing: 950/12500, ETA: 0:23:45, 8.10it/s [06/28 00:47:52] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:37, 8.11it/s [06/28 00:47:58] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:33, 8.10it/s [06/28 00:48:04] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:26, 8.10it/s [06/28 00:48:11] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:21, 8.10it/s [06/28 00:48:17] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:14, 8.10it/s [06/28 00:48:23] Vis4D INFO: Testing: 1250/12500, ETA: 0:23:07, 8.11it/s [06/28 00:48:29] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:58, 8.12it/s [06/28 00:48:35] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:50, 8.13it/s [06/28 00:48:41] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:44, 8.14it/s [06/28 00:48:47] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:36, 8.15it/s [06/28 00:48:53] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:29, 8.15it/s [06/28 00:48:58] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:21, 8.16it/s [06/28 00:49:04] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:14, 8.17it/s [06/28 00:49:10] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:07, 8.17it/s [06/28 00:49:16] Vis4D INFO: Testing: 1700/12500, ETA: 0:22:00, 8.18it/s [06/28 00:49:22] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:52, 8.19it/s [06/28 00:49:28] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:47, 8.19it/s [06/28 00:49:34] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:40, 8.19it/s [06/28 00:49:40] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:33, 8.19it/s [06/28 00:49:46] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:27, 8.20it/s [06/28 00:49:52] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:19, 8.20it/s [06/28 00:49:59] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:14, 8.20it/s [06/28 00:50:05] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:09, 8.19it/s [06/28 00:50:11] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:03, 8.19it/s [06/28 00:50:17] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:57, 8.19it/s [06/28 00:50:23] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:50, 8.20it/s [06/28 00:50:29] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:45, 8.19it/s [06/28 00:50:36] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:40, 8.18it/s [06/28 00:50:42] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:34, 8.18it/s [06/28 00:50:48] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:28, 8.18it/s [06/28 00:50:54] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:22, 8.18it/s [06/28 00:51:00] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:16, 8.18it/s [06/28 00:51:06] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:10, 8.18it/s [06/28 00:51:13] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:04, 8.18it/s [06/28 00:51:19] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:58, 8.18it/s [06/28 00:51:25] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:52, 8.18it/s [06/28 00:51:31] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:46, 8.17it/s [06/28 00:51:37] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:39, 8.18it/s [06/28 00:51:43] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:33, 8.18it/s [06/28 00:51:49] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:27, 8.18it/s [06/28 00:51:55] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:21, 8.18it/s [06/28 00:52:01] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:14, 8.18it/s [06/28 00:52:07] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:08, 8.19it/s [06/28 00:52:13] Vis4D INFO: Testing: 3150/12500, ETA: 0:19:02, 8.19it/s [06/28 00:52:19] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:55, 8.19it/s [06/28 00:52:25] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:49, 8.19it/s [06/28 00:52:31] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:42, 8.19it/s [06/28 00:52:37] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:36, 8.20it/s [06/28 00:52:43] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:29, 8.20it/s [06/28 00:52:49] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:23, 8.20it/s [06/28 00:52:55] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:17, 8.20it/s [06/28 00:53:01] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:11, 8.20it/s [06/28 00:53:07] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:05, 8.20it/s [06/28 00:53:14] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:58, 8.20it/s [06/28 00:53:20] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:52, 8.20it/s [06/28 00:53:26] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:46, 8.20it/s [06/28 00:53:32] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:40, 8.20it/s [06/28 00:53:38] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:34, 8.20it/s [06/28 00:53:44] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 4600/12500, ETA: 0:16:02, 8.21it/s [06/28 00:55:15] Vis4D INFO: Testing: 4650/12500, ETA: 0:15:56, 8.20it/s [06/28 00:55:22] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:51, 8.20it/s [06/28 00:55:28] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:44, 8.20it/s [06/28 00:55:34] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:38, 8.20it/s [06/28 00:55:40] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:33, 8.20it/s [06/28 00:55:46] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:26, 8.20it/s [06/28 00:55:52] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:20, 8.20it/s [06/28 00:55:58] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:14, 8.20it/s [06/28 00:56:04] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:08, 8.20it/s [06/28 00:56:11] Vis4D INFO: Testing: 5100/12500, ETA: 0:15:02, 8.20it/s [06/28 00:56:17] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:56, 8.20it/s [06/28 00:56:23] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:50, 8.20it/s [06/28 00:56:29] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:44, 8.20it/s [06/28 00:56:35] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:37, 8.20it/s [06/28 00:56:41] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:32, 8.20it/s [06/28 00:56:47] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:25, 8.20it/s [06/28 00:56:53] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:19, 8.20it/s [06/28 00:56:59] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:13, 8.20it/s [06/28 00:57:05] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:07, 8.20it/s [06/28 00:57:11] Vis4D INFO: Testing: 5600/12500, ETA: 0:14:01, 8.20it/s [06/28 00:57:17] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:55, 8.20it/s [06/28 00:57:23] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:48, 8.20it/s [06/28 00:57:29] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:42, 8.20it/s [06/28 00:57:36] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:36, 8.20it/s [06/28 00:57:42] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:30, 8.20it/s [06/28 00:57:48] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:24, 8.20it/s [06/28 00:57:54] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:18, 8.20it/s [06/28 00:58:00] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:12, 8.20it/s [06/28 00:58:06] Vis4D INFO: Testing: 6050/12500, ETA: 0:13:06, 8.20it/s [06/28 00:58:13] Vis4D INFO: Testing: 6100/12500, ETA: 0:13:00, 8.20it/s [06/28 00:58:19] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:54, 8.20it/s [06/28 00:58:25] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:48, 8.20it/s [06/28 00:58:31] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:42, 8.20it/s [06/28 00:58:37] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:36, 8.20it/s [06/28 00:58:44] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:30, 8.19it/s [06/28 00:58:50] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:24, 8.20it/s [06/28 00:58:56] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:18, 8.19it/s [06/28 00:59:02] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:12, 8.20it/s [06/28 00:59:08] Vis4D INFO: Testing: 6550/12500, ETA: 0:12:06, 8.19it/s [06/28 00:59:14] Vis4D INFO: Testing: 6600/12500, ETA: 0:12:00, 8.19it/s [06/28 00:59:20] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:53, 8.19it/s [06/28 00:59:26] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:47, 8.20it/s [06/28 00:59:32] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:41, 8.20it/s [06/28 00:59:38] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:35, 8.19it/s [06/28 00:59:44] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:29, 8.20it/s [06/28 00:59:51] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:23, 8.20it/s [06/28 00:59:57] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:17, 8.19it/s [06/28 01:00:03] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:11, 8.20it/s [06/28 01:00:09] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:04, 8.20it/s [06/28 01:00:15] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:58, 8.20it/s [06/28 01:00:21] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:52, 8.20it/s [06/28 01:00:27] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:46, 8.20it/s [06/28 01:00:33] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:40, 8.20it/s [06/28 01:00:39] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:34, 8.20it/s [06/28 01:00:45] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:27, 8.20it/s [06/28 01:00:51] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:21, 8.20it/s [06/28 01:00:57] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:15, 8.20it/s [06/28 01:01:03] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:09, 8.20it/s [06/28 01:01:09] Vis4D INFO: Testing: 7550/12500, ETA: 0:10:03, 8.20it/s [06/28 01:01:15] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:57, 8.20it/s [06/28 01:01:21] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:51, 8.20it/s [06/28 01:01:27] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:45, 8.20it/s [06/28 01:01:33] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:38, 8.21it/s [06/28 01:01:39] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:32, 8.21it/s [06/28 01:01:45] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:26, 8.21it/s [06/28 01:01:51] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:20, 8.21it/s [06/28 01:01:57] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:14, 8.21it/s [06/28 01:02:03] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:08, 8.21it/s [06/28 01:02:09] Vis4D INFO: Testing: 8050/12500, ETA: 0:09:02, 8.21it/s [06/28 01:02:16] Vis4D INFO: Testing: 8100/12500, ETA: 0:08:56, 8.21it/s [06/28 01:02:21] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:49, 8.21it/s [06/28 01:02:27] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:43, 8.21it/s [06/28 01:02:34] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:37, 8.21it/s [06/28 01:02:40] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:31, 8.21it/s [06/28 01:02:46] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:25, 8.21it/s [06/28 01:02:52] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:19, 8.21it/s [06/28 01:02:58] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:13, 8.21it/s [06/28 01:03:04] Vis4D INFO: Testing: 8500/12500, ETA: 0:08:07, 8.21it/s [06/28 01:03:10] Vis4D INFO: Testing: 8550/12500, ETA: 0:08:01, 8.21it/s [06/28 01:03:16] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:55, 8.21it/s [06/28 01:03:22] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:48, 8.21it/s [06/28 01:03:28] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:42, 8.21it/s [06/28 01:03:34] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:36, 8.21it/s [06/28 01:03:41] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:30, 8.21it/s [06/28 01:03:47] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:24, 8.21it/s [06/28 01:03:53] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:18, 8.21it/s [06/28 01:03:59] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:12, 8.21it/s [06/28 01:04:05] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:06, 8.21it/s [06/28 01:04:11] Vis4D INFO: Testing: 9050/12500, ETA: 0:07:00, 8.21it/s [06/28 01:04:17] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:54, 8.21it/s [06/28 01:04:23] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:47, 8.21it/s [06/28 01:04:29] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:41, 8.21it/s [06/28 01:04:35] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:35, 8.22it/s [06/28 01:04:41] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:29, 8.21it/s [06/28 01:04:47] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:23, 8.21it/s [06/28 01:04:53] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:17, 8.21it/s [06/28 01:04:59] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:11, 8.21it/s [06/28 01:05:05] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:05, 8.21it/s [06/28 01:05:12] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:59, 8.21it/s [06/28 01:05:17] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:53, 8.21it/s [06/28 01:05:24] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:47, 8.21it/s [06/28 01:05:30] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:40, 8.21it/s [06/28 01:05:36] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:34, 8.21it/s [06/28 01:05:42] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:28, 8.21it/s [06/28 01:05:48] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:22, 8.21it/s [06/28 01:05:54] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:16, 8.21it/s [06/28 01:06:00] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:10, 8.21it/s [06/28 01:06:06] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:04, 8.21it/s [06/28 01:06:12] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:58, 8.21it/s [06/28 01:06:18] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:52, 8.21it/s [06/28 01:06:24] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:46, 8.21it/s [06/28 01:06:30] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:39, 8.21it/s [06/28 01:06:37] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:33, 8.21it/s [06/28 01:06:43] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:27, 8.21it/s [06/28 01:06:49] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:21, 8.21it/s [06/28 01:06:55] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:15, 8.21it/s [06/28 01:07:01] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:09, 8.21it/s [06/28 01:07:07] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:03, 8.21it/s [06/28 01:07:13] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:57, 8.21it/s [06/28 01:07:19] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:51, 8.21it/s [06/28 01:07:25] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:45, 8.21it/s [06/28 01:07:31] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:39, 8.21it/s [06/28 01:07:37] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:33, 8.21it/s [06/28 01:07:43] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:26, 8.22it/s [06/28 01:07:49] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:20, 8.22it/s [06/28 01:07:55] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:14, 8.22it/s [06/28 01:08:01] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:08, 8.22it/s [06/28 01:08:07] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:02, 8.22it/s [06/28 01:08:13] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:56, 8.22it/s [06/28 01:08:19] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:50, 8.22it/s [06/28 01:08:25] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:44, 8.22it/s [06/28 01:08:31] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:38, 8.22it/s [06/28 01:08:37] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:32, 8.22it/s [06/28 01:08:43] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:25, 8.22it/s [06/28 01:08:49] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:19, 8.22it/s [06/28 01:08:55] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:13, 8.22it/s [06/28 01:09:02] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:07, 8.22it/s [06/28 01:09:08] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:01, 8.22it/s [06/28 01:09:14] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:55, 8.22it/s [06/28 01:09:20] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:49, 8.22it/s [06/28 01:09:26] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:43, 8.22it/s [06/28 01:09:32] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:37, 8.22it/s [06/28 01:09:38] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:31, 8.22it/s [06/28 01:09:44] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:25, 8.22it/s [06/28 01:09:50] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:19, 8.22it/s [06/28 01:09:57] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:13, 8.22it/s [06/28 01:10:02] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:06, 8.22it/s [06/28 01:10:09] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:00, 8.22it/s [06/28 01:10:15] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:54, 8.22it/s [06/28 01:10:21] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:48, 8.22it/s [06/28 01:10:27] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:42, 8.22it/s [06/28 01:10:33] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.22it/s [06/28 01:10:39] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.22it/s [06/28 01:10:45] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.22it/s [06/28 01:10:52] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.22it/s [06/28 01:10:58] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.22it/s [06/28 01:11:04] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.22it/s [06/28 01:11:10] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.21it/s [06/28 01:11:10] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/28 01:11:10] Vis4D INFO: mIoU: 73.4203 [06/28 01:11:10] Vis4D INFO: Showing evaluation results for mIoU [06/28 01:11:10] Vis4D INFO: mIoU: 73.420% unlabeled: (nan%), building: (86.907%), fence: (52.970%), other: (nan%), pedestrian: (64.096%), pole: (54.605%), road line: (77.120%), road: (96.553%), sidewalk: (87.463%), vegetation: (68.487%), vehicle: (89.296%), wall: (77.568%), traffic sign: (50.530%), sky: (89.306%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (62.298%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (70.686%) [06/28 01:11:10] Vis4D INFO: Showing evaluation results for confusion_matrix [06/28 01:11:10] Vis4D INFO: +-----------+-----------+------------------------+-----------------------+-------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+-----------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+------------------------+-----------------------+-------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+-----------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.9259065717227957 | 0.025655461143980242 | inf | 0.025474311812227767 | 0.049769535360167864 | 3.06653122113866e-05 | 5.637890933959788e-05 | 0.002988888758680927 | 0.03723336581827277 | 0.006024495923907126 | 0.015083733235081805 | 0.046287300485773765 | 0.00800827486849842 | inf | inf | inf | inf | 0.03697556171389572 | inf | inf | inf | 0.00776997883427889 | | Class_2 | nan | 0.0039277059233562735 | 0.6367171740212014 | inf | 0.006916676686326492 | 0.00353611899033529 | 4.98487966938554e-06 | 4.9562960671460056e-05 | 0.0022087382193862154 | 0.010011394336875276 | 0.002078329459813011 | 0.005313627891805549 | 0.0008416097459520569 | 0.0002526758813632836 | inf | inf | inf | inf | 0.0016790702719514056 | inf | inf | inf | 0.00866448770801402 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.0016254778579522984 | 0.005813455135786121 | inf | 0.7161379275172971 | 0.0012668305473416428 | 7.534551999219377e-05 | 0.00022608694554899792 | 0.001460509487904093 | 0.0012283290806967538 | 0.005422299611024688 | 0.0025152332792805123 | 0.000444657689770608 | 4.831960569764928e-07 | inf | inf | inf | inf | 7.180108411957761e-05 | inf | inf | inf | 0.0007649429680790088 | | Class_5 | nan | 0.01308391769737957 | 0.01191067124871002 | inf | 0.005092416327644764 | 0.6126926950724856 | 4.999717723681372e-05 | 5.540405610251518e-05 | 0.0016300882258461094 | 0.007812620485721712 | 0.0009797755416077825 | 0.0039501341504754985 | 0.02005586020807893 | 0.0020661426712739296 | inf | inf | inf | inf | 0.04432219488618856 | inf | inf | inf | 0.005249309513642819 | | Class_6 | nan | 2.0224009009950587e-05 | 0.0004748700919265492 | inf | 0.0010004916022999368 | 7.054070447306101e-05 | 0.8013591905035887 | 0.00626295776863919 | 0.0013324371450039695 | 6.927109111648645e-05 | 0.002083297922143478 | 3.4631423683524e-05 | 4.1184719645317196e-07 | 4.507677762015749e-07 | inf | inf | nan | inf | 9.994557324238529e-05 | inf | inf | inf | 8.169375493569763e-05 | | Class_7 | nan | 0.00035294340487328343 | 0.0070546607585744575 | inf | 0.012499618044695291 | 0.0015434541543935297 | 0.03787369904709309 | 0.9774809577483636 | 0.040698865820418005 | 0.0036050382680020664 | 0.03583808138396585 | 0.001429802524220598 | 1.1806286298324263e-05 | 2.276626718131606e-05 | inf | inf | inf | inf | 3.0256285714559975e-05 | inf | inf | inf | 0.006537219848716977 | | Class_8 | nan | 0.001973009007102399 | 0.01471138133566004 | inf | 0.013067427636119905 | 0.005880764061582098 | 0.0003871071722279105 | 0.0021754025896082124 | 0.9279597469802457 | 0.0018659312568635625 | 0.013947535443572027 | 0.0037221792621530483 | 1.2629980691230606e-05 | 1.6534021166143703e-06 | inf | inf | nan | inf | 3.5708560551447684e-06 | inf | inf | inf | 0.009220582509616096 | | Class_9 | nan | 0.01643226015750052 | 0.06564247726283814 | inf | 0.013398276021998648 | 0.017672036803541107 | 0.000211092519578636 | 0.00030742935638401666 | 0.0020115483914598512 | 0.9082600047831416 | 0.005731887860953465 | 0.005701319212794137 | 0.013229698850465833 | 0.011773352337483655 | inf | inf | inf | inf | 0.01477969641964086 | inf | inf | inf | 0.07721773758962562 | | Class_10 | nan | 0.0042974499180407424 | 0.010813909260322567 | inf | 0.025515983120129294 | 0.0016682728356493906 | 0.0004541787105151426 | 0.0024724665538486145 | 0.0012634328842925538 | 0.001836148119272542 | 0.9638426287896601 | 0.003286998390549488 | 0.009822555635408152 | 6.316882360651874e-05 | inf | inf | inf | inf | 0.0007403574887666819 | inf | inf | inf | 0.0015753774684056422 | | Class_11 | nan | 0.005657228932334652 | 0.009717045106685071 | inf | 0.006616004512161109 | 0.0051590538569653115 | 1.0181731542997255e-05 | 0.00011966561118782865 | 0.0016840239690272861 | 0.005315428049523943 | 0.002366685565003861 | 0.8120377057798854 | 0.0016136859569029366 | 7.057597117899774e-05 | inf | inf | inf | inf | 5.621218564227894e-05 | inf | inf | inf | 0.03391253617525974 | | Class_12 | nan | 0.001344787662150014 | 0.0006321564992300616 | inf | 0.000700313704596889 | 0.0021050169234571583 | 5.440619908471815e-06 | 4.724279268476012e-07 | 1.029447388738466e-06 | 0.0004184920802647727 | 0.00013240092902923635 | 0.00032596373458764475 | 0.5587666823855013 | 2.3694068173803873e-05 | nan | inf | nan | inf | 0.004577491895980579 | inf | inf | nan | 0.0003824459317839824 | | Class_13 | nan | 0.013686890681687781 | 0.007304983650344792 | inf | 0.00020403478890104992 | 0.02419230343051234 | 2.2857669355722498e-06 | 7.50724639229423e-06 | 5.0357258915257966e-05 | 0.2082796122014626 | 0.001071688359035463 | 0.0002467690752274416 | 0.009206569511913024 | 0.9142075882184056 | inf | inf | inf | inf | 0.025391551085799414 | inf | inf | nan | 0.00575647706930688 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0015027974853470435 | 0.0006143196485164431 | inf | 0.00013473469413050884 | 0.0032233894323312954 | 1.0598610211308731e-08 | 3.5083359500937617e-07 | 2.3240780411461748e-07 | 0.0005522829218798039 | 5.555936304970404e-05 | 2.5264693195694413e-05 | 0.001306173383551235 | 0.00015406705543023964 | inf | inf | inf | inf | 0.7039389422010872 | inf | inf | nan | 0.000165978934452249 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.001491398478376138 | 0.04169919753462992 | inf | 0.006673150475460372 | 0.005965397632564647 | 5.405291207767453e-06 | 0.0006418800594530412 | 0.005638356348007767 | 0.0479562245438793 | 0.0036417289779707867 | 0.005239902414157604 | 0.0029821169083180093 | 0.0012441296271861013 | inf | inf | inf | inf | 0.0012183914445360623 | inf | inf | inf | 0.8180437852846438 | +-----------+-----------+------------------------+-----------------------+-------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+-----------------------+ [06/28 01:11:19] Vis4D INFO: Epoch 2: 65050/75000, ETA: 0:03:54, 42.51it/s, loss: 0.1988, loss_seg: 0.1988, _pixel_acc: 0.9322 [06/28 01:11:28] Vis4D INFO: Epoch 2: 65100/75000, ETA: 0:03:54, 42.28it/s, loss: 0.1677, loss_seg: 0.1677, _pixel_acc: 0.9437 [06/28 01:11:37] Vis4D INFO: Epoch 2: 65150/75000, ETA: 0:03:54, 42.09it/s, loss: 0.1657, loss_seg: 0.1657, _pixel_acc: 0.9443 [06/28 01:11:45] Vis4D INFO: Epoch 2: 65200/75000, ETA: 0:03:53, 41.88it/s, loss: 0.1723, loss_seg: 0.1723, _pixel_acc: 0.9411 [06/28 01:11:54] Vis4D INFO: Epoch 2: 65250/75000, ETA: 0:03:53, 41.68it/s, loss: 0.1793, loss_seg: 0.1793, _pixel_acc: 0.9391 [06/28 01:12:02] Vis4D INFO: Epoch 2: 65300/75000, ETA: 0:03:53, 41.49it/s, loss: 0.1756, loss_seg: 0.1756, _pixel_acc: 0.9402 [06/28 01:12:11] Vis4D INFO: Epoch 2: 65350/75000, ETA: 0:03:53, 41.31it/s, loss: 0.1644, loss_seg: 0.1644, _pixel_acc: 0.9448 [06/28 01:12:19] Vis4D INFO: Epoch 2: 65400/75000, ETA: 0:03:53, 41.12it/s, loss: 0.1585, loss_seg: 0.1585, _pixel_acc: 0.9453 [06/28 01:12:27] Vis4D INFO: Epoch 2: 65450/75000, ETA: 0:03:53, 40.95it/s, loss: 0.1573, loss_seg: 0.1573, _pixel_acc: 0.9464 [06/28 01:12:36] Vis4D INFO: Epoch 2: 65500/75000, ETA: 0:03:53, 40.76it/s, loss: 0.1705, loss_seg: 0.1705, _pixel_acc: 0.9429 [06/28 01:12:44] Vis4D INFO: Epoch 2: 65550/75000, ETA: 0:03:52, 40.59it/s, loss: 0.1792, loss_seg: 0.1792, _pixel_acc: 0.9395 [06/28 01:12:52] Vis4D INFO: Epoch 2: 65600/75000, ETA: 0:03:52, 40.40it/s, loss: 0.1845, loss_seg: 0.1845, _pixel_acc: 0.9371 [06/28 01:13:00] Vis4D INFO: Epoch 2: 65650/75000, ETA: 0:03:52, 40.24it/s, loss: 0.1886, loss_seg: 0.1886, _pixel_acc: 0.9346 [06/28 01:13:08] Vis4D INFO: Epoch 2: 65700/75000, ETA: 0:03:52, 40.07it/s, loss: 0.1818, loss_seg: 0.1818, _pixel_acc: 0.9376 [06/28 01:13:17] Vis4D INFO: Epoch 2: 65750/75000, ETA: 0:03:51, 39.90it/s, loss: 0.1712, loss_seg: 0.1712, _pixel_acc: 0.9409 [06/28 01:13:25] Vis4D INFO: Epoch 2: 65800/75000, ETA: 0:03:51, 39.72it/s, loss: 0.1760, loss_seg: 0.1760, _pixel_acc: 0.9404 [06/28 01:13:34] Vis4D INFO: Epoch 2: 65850/75000, ETA: 0:03:51, 39.55it/s, loss: 0.1804, loss_seg: 0.1804, _pixel_acc: 0.9403 [06/28 01:13:42] Vis4D INFO: Epoch 2: 65900/75000, ETA: 0:03:51, 39.38it/s, loss: 0.1680, loss_seg: 0.1680, _pixel_acc: 0.9446 [06/28 01:13:50] Vis4D INFO: Epoch 2: 65950/75000, ETA: 0:03:50, 39.22it/s, loss: 0.1747, loss_seg: 0.1747, _pixel_acc: 0.9411 [06/28 01:13:59] Vis4D INFO: Epoch 2: 66000/75000, ETA: 0:03:50, 39.05it/s, loss: 0.1730, loss_seg: 0.1730, _pixel_acc: 0.9417 [06/28 01:14:07] Vis4D INFO: Epoch 2: 66050/75000, ETA: 0:03:50, 38.89it/s, loss: 0.1949, loss_seg: 0.1949, _pixel_acc: 0.9348 [06/28 01:14:15] Vis4D INFO: Epoch 2: 66100/75000, ETA: 0:03:49, 38.74it/s, loss: 0.1779, loss_seg: 0.1779, _pixel_acc: 0.9406 [06/28 01:14:22] Vis4D INFO: Epoch 2: 66150/75000, ETA: 0:03:49, 38.60it/s, loss: 0.1752, loss_seg: 0.1752, _pixel_acc: 0.9407 [06/28 01:14:30] Vis4D INFO: Epoch 2: 66200/75000, ETA: 0:03:48, 38.46it/s, loss: 0.1802, loss_seg: 0.1802, _pixel_acc: 0.9394 [06/28 01:14:38] Vis4D INFO: Epoch 2: 66250/75000, ETA: 0:03:48, 38.31it/s, loss: 0.1656, loss_seg: 0.1656, _pixel_acc: 0.9428 [06/28 01:14:47] Vis4D INFO: Epoch 2: 66300/75000, ETA: 0:03:48, 38.15it/s, loss: 0.1728, loss_seg: 0.1728, _pixel_acc: 0.9396 [06/28 01:14:55] Vis4D INFO: Epoch 2: 66350/75000, ETA: 0:03:47, 38.00it/s, loss: 0.1721, loss_seg: 0.1721, _pixel_acc: 0.9402 [06/28 01:15:03] Vis4D INFO: Epoch 2: 66400/75000, ETA: 0:03:47, 37.86it/s, loss: 0.1703, loss_seg: 0.1703, _pixel_acc: 0.9422 [06/28 01:15:11] Vis4D INFO: Epoch 2: 66450/75000, ETA: 0:03:46, 37.71it/s, loss: 0.1758, loss_seg: 0.1758, _pixel_acc: 0.9407 [06/28 01:15:19] Vis4D INFO: Epoch 2: 66500/75000, ETA: 0:03:46, 37.56it/s, loss: 0.1784, loss_seg: 0.1784, _pixel_acc: 0.9379 [06/28 01:15:27] Vis4D INFO: Epoch 2: 66550/75000, ETA: 0:03:45, 37.41it/s, loss: 0.1683, loss_seg: 0.1683, _pixel_acc: 0.9422 [06/28 01:15:35] Vis4D INFO: Epoch 2: 66600/75000, ETA: 0:03:45, 37.28it/s, loss: 0.1904, loss_seg: 0.1904, _pixel_acc: 0.9350 [06/28 01:15:42] Vis4D INFO: Epoch 2: 66650/75000, ETA: 0:03:44, 37.15it/s, loss: 0.1907, loss_seg: 0.1907, _pixel_acc: 0.9346 [06/28 01:15:50] Vis4D INFO: Epoch 2: 66700/75000, ETA: 0:03:44, 37.02it/s, loss: 0.1602, loss_seg: 0.1602, _pixel_acc: 0.9462 [06/28 01:15:59] Vis4D INFO: Epoch 2: 66750/75000, ETA: 0:03:43, 36.88it/s, loss: 0.1687, loss_seg: 0.1687, _pixel_acc: 0.9430 [06/28 01:16:06] Vis4D INFO: Epoch 2: 66800/75000, ETA: 0:03:43, 36.75it/s, loss: 0.1711, loss_seg: 0.1711, _pixel_acc: 0.9415 [06/28 01:16:14] Vis4D INFO: Epoch 2: 66850/75000, ETA: 0:03:42, 36.63it/s, loss: 0.1673, loss_seg: 0.1673, _pixel_acc: 0.9446 [06/28 01:16:21] Vis4D INFO: Epoch 2: 66900/75000, ETA: 0:03:41, 36.50it/s, loss: 0.1702, loss_seg: 0.1702, _pixel_acc: 0.9424 [06/28 01:16:29] Vis4D INFO: Epoch 2: 66950/75000, ETA: 0:03:41, 36.38it/s, loss: 0.1879, loss_seg: 0.1879, _pixel_acc: 0.9373 [06/28 01:16:36] Vis4D INFO: Epoch 2: 67000/75000, ETA: 0:03:40, 36.27it/s, loss: 0.1633, loss_seg: 0.1633, _pixel_acc: 0.9456 [06/28 01:16:44] Vis4D INFO: Epoch 2: 67050/75000, ETA: 0:03:39, 36.14it/s, loss: 0.1570, loss_seg: 0.1570, _pixel_acc: 0.9459 [06/28 01:16:51] Vis4D INFO: Epoch 2: 67100/75000, ETA: 0:03:39, 36.03it/s, loss: 0.1826, loss_seg: 0.1826, _pixel_acc: 0.9372 [06/28 01:16:59] Vis4D INFO: Epoch 2: 67150/75000, ETA: 0:03:38, 35.91it/s, loss: 0.1575, loss_seg: 0.1575, _pixel_acc: 0.9461 [06/28 01:17:06] Vis4D INFO: Epoch 2: 67200/75000, ETA: 0:03:37, 35.79it/s, loss: 0.1503, loss_seg: 0.1503, _pixel_acc: 0.9491 [06/28 01:17:14] Vis4D INFO: Epoch 2: 67250/75000, ETA: 0:03:37, 35.67it/s, loss: 0.1665, loss_seg: 0.1665, _pixel_acc: 0.9440 [06/28 01:17:21] Vis4D INFO: Epoch 2: 67300/75000, ETA: 0:03:36, 35.56it/s, loss: 0.1737, loss_seg: 0.1737, _pixel_acc: 0.9406 [06/28 01:17:29] Vis4D INFO: Epoch 2: 67350/75000, ETA: 0:03:35, 35.44it/s, loss: 0.1732, loss_seg: 0.1732, _pixel_acc: 0.9396 [06/28 01:17:36] Vis4D INFO: Epoch 2: 67400/75000, ETA: 0:03:35, 35.33it/s, loss: 0.1640, loss_seg: 0.1640, _pixel_acc: 0.9456 [06/28 01:17:44] Vis4D INFO: Epoch 2: 67450/75000, ETA: 0:03:34, 35.21it/s, loss: 0.1748, loss_seg: 0.1748, _pixel_acc: 0.9406 [06/28 01:17:52] Vis4D INFO: Epoch 2: 67500/75000, ETA: 0:03:33, 35.10it/s, loss: 0.1588, loss_seg: 0.1588, _pixel_acc: 0.9452 [06/28 01:17:59] Vis4D INFO: Epoch 2: 67550/75000, ETA: 0:03:32, 35.00it/s, loss: 0.1681, loss_seg: 0.1681, _pixel_acc: 0.9433 [06/28 01:18:06] Vis4D INFO: Epoch 2: 67600/75000, ETA: 0:03:32, 34.89it/s, loss: 0.1566, loss_seg: 0.1566, _pixel_acc: 0.9472 [06/28 01:18:13] Vis4D INFO: Epoch 2: 67650/75000, ETA: 0:03:31, 34.78it/s, loss: 0.1645, loss_seg: 0.1645, _pixel_acc: 0.9440 [06/28 01:18:21] Vis4D INFO: Epoch 2: 67700/75000, ETA: 0:03:30, 34.68it/s, loss: 0.1658, loss_seg: 0.1658, _pixel_acc: 0.9427 [06/28 01:18:30] Vis4D INFO: Epoch 2: 67750/75000, ETA: 0:03:29, 34.55it/s, loss: 0.1589, loss_seg: 0.1589, _pixel_acc: 0.9471 [06/28 01:18:37] Vis4D INFO: Epoch 2: 67800/75000, ETA: 0:03:29, 34.44it/s, loss: 0.1689, loss_seg: 0.1689, _pixel_acc: 0.9432 [06/28 01:18:45] Vis4D INFO: Epoch 2: 67850/75000, ETA: 0:03:28, 34.33it/s, loss: 0.1814, loss_seg: 0.1814, _pixel_acc: 0.9385 [06/28 01:18:51] Vis4D INFO: Epoch 2: 67900/75000, ETA: 0:03:27, 34.24it/s, loss: 0.1633, loss_seg: 0.1633, _pixel_acc: 0.9437 [06/28 01:18:59] Vis4D INFO: Epoch 2: 67950/75000, ETA: 0:03:26, 34.15it/s, loss: 0.1753, loss_seg: 0.1753, _pixel_acc: 0.9399 [06/28 01:19:06] Vis4D INFO: Epoch 2: 68000/75000, ETA: 0:03:25, 34.05it/s, loss: 0.1667, loss_seg: 0.1667, _pixel_acc: 0.9426 [06/28 01:19:13] Vis4D INFO: Epoch 2: 68050/75000, ETA: 0:03:24, 33.95it/s, loss: 0.1670, loss_seg: 0.1670, _pixel_acc: 0.9432 [06/28 01:19:20] Vis4D INFO: Epoch 2: 68100/75000, ETA: 0:03:23, 33.86it/s, loss: 0.1613, loss_seg: 0.1613, _pixel_acc: 0.9447 [06/28 01:19:27] Vis4D INFO: Epoch 2: 68150/75000, ETA: 0:03:22, 33.77it/s, loss: 0.1608, loss_seg: 0.1608, _pixel_acc: 0.9445 [06/28 01:19:33] Vis4D INFO: Epoch 2: 68200/75000, ETA: 0:03:21, 33.68it/s, loss: 0.1657, loss_seg: 0.1657, _pixel_acc: 0.9426 [06/28 01:19:41] Vis4D INFO: Epoch 2: 68250/75000, ETA: 0:03:21, 33.58it/s, loss: 0.1666, loss_seg: 0.1666, _pixel_acc: 0.9458 [06/28 01:19:49] Vis4D INFO: Epoch 2: 68300/75000, ETA: 0:03:20, 33.48it/s, loss: 0.1770, loss_seg: 0.1770, _pixel_acc: 0.9391 [06/28 01:19:55] Vis4D INFO: Epoch 2: 68350/75000, ETA: 0:03:19, 33.39it/s, loss: 0.1582, loss_seg: 0.1582, _pixel_acc: 0.9455 [06/28 01:20:03] Vis4D INFO: Epoch 2: 68400/75000, ETA: 0:03:18, 33.29it/s, loss: 0.1742, loss_seg: 0.1742, _pixel_acc: 0.9407 [06/28 01:20:10] Vis4D INFO: Epoch 2: 68450/75000, ETA: 0:03:17, 33.20it/s, loss: 0.1784, loss_seg: 0.1784, _pixel_acc: 0.9410 [06/28 01:20:18] Vis4D INFO: Epoch 2: 68500/75000, ETA: 0:03:16, 33.11it/s, loss: 0.1620, loss_seg: 0.1620, _pixel_acc: 0.9447 [06/28 01:20:24] Vis4D INFO: Epoch 2: 68550/75000, ETA: 0:03:15, 33.02it/s, loss: 0.1669, loss_seg: 0.1669, _pixel_acc: 0.9437 [06/28 01:20:31] Vis4D INFO: Epoch 2: 68600/75000, ETA: 0:03:14, 32.94it/s, loss: 0.1741, loss_seg: 0.1741, _pixel_acc: 0.9425 [06/28 01:20:38] Vis4D INFO: Epoch 2: 68650/75000, ETA: 0:03:13, 32.85it/s, loss: 0.1851, loss_seg: 0.1851, _pixel_acc: 0.9390 [06/28 01:20:45] Vis4D INFO: Epoch 2: 68700/75000, ETA: 0:03:12, 32.77it/s, loss: 0.1698, loss_seg: 0.1698, _pixel_acc: 0.9436 [06/28 01:20:52] Vis4D INFO: Epoch 2: 68750/75000, ETA: 0:03:11, 32.68it/s, loss: 0.1610, loss_seg: 0.1610, _pixel_acc: 0.9462 [06/28 01:20:58] Vis4D INFO: Epoch 2: 68800/75000, ETA: 0:03:10, 32.61it/s, loss: 0.1404, loss_seg: 0.1404, _pixel_acc: 0.9519 [06/28 01:21:05] Vis4D INFO: Epoch 2: 68850/75000, ETA: 0:03:09, 32.53it/s, loss: 0.1615, loss_seg: 0.1615, _pixel_acc: 0.9442 [06/28 01:21:12] Vis4D INFO: Epoch 2: 68900/75000, ETA: 0:03:08, 32.44it/s, loss: 0.1611, loss_seg: 0.1611, _pixel_acc: 0.9454 [06/28 01:21:20] Vis4D INFO: Epoch 2: 68950/75000, ETA: 0:03:07, 32.35it/s, loss: 0.1721, loss_seg: 0.1721, _pixel_acc: 0.9418 [06/28 01:21:27] Vis4D INFO: Epoch 2: 69000/75000, ETA: 0:03:05, 32.27it/s, loss: 0.1628, loss_seg: 0.1628, _pixel_acc: 0.9446 [06/28 01:21:34] Vis4D INFO: Epoch 2: 69050/75000, ETA: 0:03:04, 32.18it/s, loss: 0.1712, loss_seg: 0.1712, _pixel_acc: 0.9414 [06/28 01:21:41] Vis4D INFO: Epoch 2: 69100/75000, ETA: 0:03:03, 32.10it/s, loss: 0.1660, loss_seg: 0.1660, _pixel_acc: 0.9437 [06/28 01:21:48] Vis4D INFO: Epoch 2: 69150/75000, ETA: 0:03:02, 32.02it/s, loss: 0.1715, loss_seg: 0.1715, _pixel_acc: 0.9412 [06/28 01:21:55] Vis4D INFO: Epoch 2: 69200/75000, ETA: 0:03:01, 31.94it/s, loss: 0.1671, loss_seg: 0.1671, _pixel_acc: 0.9427 [06/28 01:22:02] Vis4D INFO: Epoch 2: 69250/75000, ETA: 0:03:00, 31.86it/s, loss: 0.1579, loss_seg: 0.1579, _pixel_acc: 0.9463 [06/28 01:22:09] Vis4D INFO: Epoch 2: 69300/75000, ETA: 0:02:59, 31.78it/s, loss: 0.1789, loss_seg: 0.1789, _pixel_acc: 0.9397 [06/28 01:22:16] Vis4D INFO: Epoch 2: 69350/75000, ETA: 0:02:58, 31.71it/s, loss: 0.1551, loss_seg: 0.1551, _pixel_acc: 0.9476 [06/28 01:22:23] Vis4D INFO: Epoch 2: 69400/75000, ETA: 0:02:57, 31.62it/s, loss: 0.1603, loss_seg: 0.1603, _pixel_acc: 0.9454 [06/28 01:22:30] Vis4D INFO: Epoch 2: 69450/75000, ETA: 0:02:55, 31.54it/s, loss: 0.1648, loss_seg: 0.1648, _pixel_acc: 0.9434 [06/28 01:22:37] Vis4D INFO: Epoch 2: 69500/75000, ETA: 0:02:54, 31.47it/s, loss: 0.1604, loss_seg: 0.1604, _pixel_acc: 0.9459 [06/28 01:22:44] Vis4D INFO: Epoch 2: 69550/75000, ETA: 0:02:53, 31.40it/s, loss: 0.1667, loss_seg: 0.1667, _pixel_acc: 0.9424 [06/28 01:22:51] Vis4D INFO: Epoch 2: 69600/75000, ETA: 0:02:52, 31.32it/s, loss: 0.1580, loss_seg: 0.1580, _pixel_acc: 0.9456 [06/28 01:22:58] Vis4D INFO: Epoch 2: 69650/75000, ETA: 0:02:51, 31.25it/s, loss: 0.1663, loss_seg: 0.1663, _pixel_acc: 0.9439 [06/28 01:23:05] Vis4D INFO: Epoch 2: 69700/75000, ETA: 0:02:50, 31.17it/s, loss: 0.1633, loss_seg: 0.1633, _pixel_acc: 0.9442 [06/28 01:23:12] Vis4D INFO: Epoch 2: 69750/75000, ETA: 0:02:48, 31.09it/s, loss: 0.1658, loss_seg: 0.1658, _pixel_acc: 0.9430 [06/28 01:23:18] Vis4D INFO: Epoch 2: 69800/75000, ETA: 0:02:47, 31.03it/s, loss: 0.1575, loss_seg: 0.1575, _pixel_acc: 0.9466 [06/28 01:23:25] Vis4D INFO: Epoch 2: 69850/75000, ETA: 0:02:46, 30.96it/s, loss: 0.1765, loss_seg: 0.1765, _pixel_acc: 0.9405 [06/28 01:23:31] Vis4D INFO: Epoch 2: 69900/75000, ETA: 0:02:45, 30.89it/s, loss: 0.1594, loss_seg: 0.1594, _pixel_acc: 0.9459 [06/28 01:23:38] Vis4D INFO: Epoch 2: 69950/75000, ETA: 0:02:43, 30.82it/s, loss: 0.1551, loss_seg: 0.1551, _pixel_acc: 0.9471 [06/28 01:23:44] Vis4D INFO: Epoch 2: 70000/75000, ETA: 0:02:42, 30.76it/s, loss: 0.1625, loss_seg: 0.1625, _pixel_acc: 0.9450 [06/28 01:23:51] Vis4D INFO: Epoch 2: 70050/75000, ETA: 0:02:41, 30.68it/s, loss: 0.1759, loss_seg: 0.1759, _pixel_acc: 0.9423 [06/28 01:23:58] Vis4D INFO: Epoch 2: 70100/75000, ETA: 0:02:40, 30.62it/s, loss: 0.1719, loss_seg: 0.1719, _pixel_acc: 0.9427 [06/28 01:24:05] Vis4D INFO: Epoch 2: 70150/75000, ETA: 0:02:38, 30.55it/s, loss: 0.1575, loss_seg: 0.1575, _pixel_acc: 0.9464 [06/28 01:24:12] Vis4D INFO: Epoch 2: 70200/75000, ETA: 0:02:37, 30.48it/s, loss: 0.1693, loss_seg: 0.1693, _pixel_acc: 0.9422 [06/28 01:24:18] Vis4D INFO: Epoch 2: 70250/75000, ETA: 0:02:36, 30.42it/s, loss: 0.1687, loss_seg: 0.1687, _pixel_acc: 0.9438 [06/28 01:24:25] Vis4D INFO: Epoch 2: 70300/75000, ETA: 0:02:34, 30.35it/s, loss: 0.1640, loss_seg: 0.1640, _pixel_acc: 0.9443 [06/28 01:24:32] Vis4D INFO: Epoch 2: 70350/75000, ETA: 0:02:33, 30.28it/s, loss: 0.1564, loss_seg: 0.1564, _pixel_acc: 0.9466 [06/28 01:24:39] Vis4D INFO: Epoch 2: 70400/75000, ETA: 0:02:32, 30.21it/s, loss: 0.1508, loss_seg: 0.1508, _pixel_acc: 0.9483 [06/28 01:24:45] Vis4D INFO: Epoch 2: 70450/75000, ETA: 0:02:30, 30.15it/s, loss: 0.1571, loss_seg: 0.1571, _pixel_acc: 0.9455 [06/28 01:24:52] Vis4D INFO: Epoch 2: 70500/75000, ETA: 0:02:29, 30.09it/s, loss: 0.1629, loss_seg: 0.1629, _pixel_acc: 0.9453 [06/28 01:24:59] Vis4D INFO: Epoch 2: 70550/75000, ETA: 0:02:28, 30.02it/s, loss: 0.1565, loss_seg: 0.1565, _pixel_acc: 0.9461 [06/28 01:25:05] Vis4D INFO: Epoch 2: 70600/75000, ETA: 0:02:26, 29.96it/s, loss: 0.1821, loss_seg: 0.1821, _pixel_acc: 0.9373 [06/28 01:25:11] Vis4D INFO: Epoch 2: 70650/75000, ETA: 0:02:25, 29.90it/s, loss: 0.1831, loss_seg: 0.1831, _pixel_acc: 0.9359 [06/28 01:25:17] Vis4D INFO: Epoch 2: 70700/75000, ETA: 0:02:24, 29.85it/s, loss: 0.1741, loss_seg: 0.1741, _pixel_acc: 0.9417 [06/28 01:25:24] Vis4D INFO: Epoch 2: 70750/75000, ETA: 0:02:22, 29.79it/s, loss: 0.1652, loss_seg: 0.1652, _pixel_acc: 0.9441 [06/28 01:25:30] Vis4D INFO: Epoch 2: 70800/75000, ETA: 0:02:21, 29.73it/s, loss: 0.1812, loss_seg: 0.1812, _pixel_acc: 0.9382 [06/28 01:25:37] Vis4D INFO: Epoch 2: 70850/75000, ETA: 0:02:19, 29.67it/s, loss: 0.1845, loss_seg: 0.1845, _pixel_acc: 0.9378 [06/28 01:25:44] Vis4D INFO: Epoch 2: 70900/75000, ETA: 0:02:18, 29.60it/s, loss: 0.1625, loss_seg: 0.1625, _pixel_acc: 0.9439 [06/28 01:25:50] Vis4D INFO: Epoch 2: 70950/75000, ETA: 0:02:17, 29.55it/s, loss: 0.1775, loss_seg: 0.1775, _pixel_acc: 0.9396 [06/28 01:25:56] Vis4D INFO: Epoch 2: 71000/75000, ETA: 0:02:15, 29.49it/s, loss: 0.1645, loss_seg: 0.1645, _pixel_acc: 0.9438 [06/28 01:26:02] Vis4D INFO: Epoch 2: 71050/75000, ETA: 0:02:14, 29.44it/s, loss: 0.1677, loss_seg: 0.1677, _pixel_acc: 0.9433 [06/28 01:26:09] Vis4D INFO: Epoch 2: 71100/75000, ETA: 0:02:12, 29.38it/s, loss: 0.1700, loss_seg: 0.1700, _pixel_acc: 0.9415 [06/28 01:26:15] Vis4D INFO: Epoch 2: 71150/75000, ETA: 0:02:11, 29.32it/s, loss: 0.1679, loss_seg: 0.1679, _pixel_acc: 0.9424 [06/28 01:26:21] Vis4D INFO: Epoch 2: 71200/75000, ETA: 0:02:09, 29.27it/s, loss: 0.1572, loss_seg: 0.1572, _pixel_acc: 0.9467 [06/28 01:26:28] Vis4D INFO: Epoch 2: 71250/75000, ETA: 0:02:08, 29.21it/s, loss: 0.1683, loss_seg: 0.1683, _pixel_acc: 0.9415 [06/28 01:26:34] Vis4D INFO: Epoch 2: 71300/75000, ETA: 0:02:06, 29.16it/s, loss: 0.1448, loss_seg: 0.1448, _pixel_acc: 0.9499 [06/28 01:26:41] Vis4D INFO: Epoch 2: 71350/75000, ETA: 0:02:05, 29.10it/s, loss: 0.1668, loss_seg: 0.1668, _pixel_acc: 0.9435 [06/28 01:26:47] Vis4D INFO: Epoch 2: 71400/75000, ETA: 0:02:03, 29.04it/s, loss: 0.1637, loss_seg: 0.1637, _pixel_acc: 0.9450 [06/28 01:26:54] Vis4D INFO: Epoch 2: 71450/75000, ETA: 0:02:02, 28.99it/s, loss: 0.1606, loss_seg: 0.1606, _pixel_acc: 0.9450 [06/28 01:27:00] Vis4D INFO: Epoch 2: 71500/75000, ETA: 0:02:00, 28.93it/s, loss: 0.1604, loss_seg: 0.1604, _pixel_acc: 0.9446 [06/28 01:27:06] Vis4D INFO: Epoch 2: 71550/75000, ETA: 0:01:59, 28.88it/s, loss: 0.1633, loss_seg: 0.1633, _pixel_acc: 0.9439 [06/28 01:27:12] Vis4D INFO: Epoch 2: 71600/75000, ETA: 0:01:57, 28.83it/s, loss: 0.1515, loss_seg: 0.1515, _pixel_acc: 0.9484 [06/28 01:27:20] Vis4D INFO: Epoch 2: 71650/75000, ETA: 0:01:56, 28.76it/s, loss: 0.1719, loss_seg: 0.1719, _pixel_acc: 0.9420 [06/28 01:27:26] Vis4D INFO: Epoch 2: 71700/75000, ETA: 0:01:54, 28.71it/s, loss: 0.1653, loss_seg: 0.1653, _pixel_acc: 0.9442 [06/28 01:27:32] Vis4D INFO: Epoch 2: 71750/75000, ETA: 0:01:53, 28.66it/s, loss: 0.1531, loss_seg: 0.1531, _pixel_acc: 0.9478 [06/28 01:27:39] Vis4D INFO: Epoch 2: 71800/75000, ETA: 0:01:51, 28.60it/s, loss: 0.1539, loss_seg: 0.1539, _pixel_acc: 0.9474 [06/28 01:27:45] Vis4D INFO: Epoch 2: 71850/75000, ETA: 0:01:50, 28.55it/s, loss: 0.1600, loss_seg: 0.1600, _pixel_acc: 0.9455 [06/28 01:27:51] Vis4D INFO: Epoch 2: 71900/75000, ETA: 0:01:48, 28.50it/s, loss: 0.1565, loss_seg: 0.1565, _pixel_acc: 0.9449 [06/28 01:27:57] Vis4D INFO: Epoch 2: 71950/75000, ETA: 0:01:47, 28.46it/s, loss: 0.1620, loss_seg: 0.1620, _pixel_acc: 0.9446 [06/28 01:28:03] Vis4D INFO: Epoch 2: 72000/75000, ETA: 0:01:45, 28.41it/s, loss: 0.1569, loss_seg: 0.1569, _pixel_acc: 0.9470 [06/28 01:28:10] Vis4D INFO: Epoch 2: 72050/75000, ETA: 0:01:44, 28.36it/s, loss: 0.1669, loss_seg: 0.1669, _pixel_acc: 0.9440 [06/28 01:28:16] Vis4D INFO: Epoch 2: 72100/75000, ETA: 0:01:42, 28.31it/s, loss: 0.1700, loss_seg: 0.1700, _pixel_acc: 0.9412 [06/28 01:28:22] Vis4D INFO: Epoch 2: 72150/75000, ETA: 0:01:40, 28.26it/s, loss: 0.1754, loss_seg: 0.1754, _pixel_acc: 0.9405 [06/28 01:28:28] Vis4D INFO: Epoch 2: 72200/75000, ETA: 0:01:39, 28.21it/s, loss: 0.1690, loss_seg: 0.1690, _pixel_acc: 0.9416 [06/28 01:28:35] Vis4D INFO: Epoch 2: 72250/75000, ETA: 0:01:37, 28.15it/s, loss: 0.1981, loss_seg: 0.1981, _pixel_acc: 0.9356 [06/28 01:28:41] Vis4D INFO: Epoch 2: 72300/75000, ETA: 0:01:36, 28.11it/s, loss: 0.1819, loss_seg: 0.1819, _pixel_acc: 0.9378 [06/28 01:28:47] Vis4D INFO: Epoch 2: 72350/75000, ETA: 0:01:34, 28.06it/s, loss: 0.1685, loss_seg: 0.1685, _pixel_acc: 0.9423 [06/28 01:28:53] Vis4D INFO: Epoch 2: 72400/75000, ETA: 0:01:32, 28.02it/s, loss: 0.1682, loss_seg: 0.1682, _pixel_acc: 0.9427 [06/28 01:28:59] Vis4D INFO: Epoch 2: 72450/75000, ETA: 0:01:31, 27.97it/s, loss: 0.1553, loss_seg: 0.1553, _pixel_acc: 0.9473 [06/28 01:29:05] Vis4D INFO: Epoch 2: 72500/75000, ETA: 0:01:29, 27.92it/s, loss: 0.1579, loss_seg: 0.1579, _pixel_acc: 0.9458 [06/28 01:29:12] Vis4D INFO: Epoch 2: 72550/75000, ETA: 0:01:27, 27.87it/s, loss: 0.1708, loss_seg: 0.1708, _pixel_acc: 0.9423 [06/28 01:29:18] Vis4D INFO: Epoch 2: 72600/75000, ETA: 0:01:26, 27.82it/s, loss: 0.1812, loss_seg: 0.1812, _pixel_acc: 0.9379 [06/28 01:29:24] Vis4D INFO: Epoch 2: 72650/75000, ETA: 0:01:24, 27.77it/s, loss: 0.1736, loss_seg: 0.1736, _pixel_acc: 0.9409 [06/28 01:29:30] Vis4D INFO: Epoch 2: 72700/75000, ETA: 0:01:22, 27.73it/s, loss: 0.1591, loss_seg: 0.1591, _pixel_acc: 0.9463 [06/28 01:29:36] Vis4D INFO: Epoch 2: 72750/75000, ETA: 0:01:21, 27.68it/s, loss: 0.1827, loss_seg: 0.1827, _pixel_acc: 0.9371 [06/28 01:29:43] Vis4D INFO: Epoch 2: 72800/75000, ETA: 0:01:19, 27.64it/s, loss: 0.1717, loss_seg: 0.1717, _pixel_acc: 0.9426 [06/28 01:29:49] Vis4D INFO: Epoch 2: 72850/75000, ETA: 0:01:17, 27.59it/s, loss: 0.1562, loss_seg: 0.1562, _pixel_acc: 0.9473 [06/28 01:29:55] Vis4D INFO: Epoch 2: 72900/75000, ETA: 0:01:16, 27.55it/s, loss: 0.1641, loss_seg: 0.1641, _pixel_acc: 0.9453 [06/28 01:30:01] Vis4D INFO: Epoch 2: 72950/75000, ETA: 0:01:14, 27.50it/s, loss: 0.1702, loss_seg: 0.1702, _pixel_acc: 0.9422 [06/28 01:30:07] Vis4D INFO: Epoch 2: 73000/75000, ETA: 0:01:12, 27.46it/s, loss: 0.1722, loss_seg: 0.1722, _pixel_acc: 0.9416 [06/28 01:30:14] Vis4D INFO: Epoch 2: 73050/75000, ETA: 0:01:11, 27.40it/s, loss: 0.1675, loss_seg: 0.1675, _pixel_acc: 0.9424 [06/28 01:30:20] Vis4D INFO: Epoch 2: 73100/75000, ETA: 0:01:09, 27.36it/s, loss: 0.1936, loss_seg: 0.1936, _pixel_acc: 0.9371 [06/28 01:30:27] Vis4D INFO: Epoch 2: 73150/75000, ETA: 0:01:07, 27.31it/s, loss: 0.1643, loss_seg: 0.1643, _pixel_acc: 0.9438 [06/28 01:30:33] Vis4D INFO: Epoch 2: 73200/75000, ETA: 0:01:06, 27.27it/s, loss: 0.1556, loss_seg: 0.1556, _pixel_acc: 0.9470 [06/28 01:30:39] Vis4D INFO: Epoch 2: 73250/75000, ETA: 0:01:04, 27.23it/s, loss: 0.1739, loss_seg: 0.1739, _pixel_acc: 0.9403 [06/28 01:30:45] Vis4D INFO: Epoch 2: 73300/75000, ETA: 0:01:02, 27.18it/s, loss: 0.1558, loss_seg: 0.1558, _pixel_acc: 0.9466 [06/28 01:30:51] Vis4D INFO: Epoch 2: 73350/75000, ETA: 0:01:00, 27.14it/s, loss: 0.1693, loss_seg: 0.1693, _pixel_acc: 0.9403 [06/28 01:30:57] Vis4D INFO: Epoch 2: 73400/75000, ETA: 0:00:59, 27.10it/s, loss: 0.1576, loss_seg: 0.1576, _pixel_acc: 0.9460 [06/28 01:31:04] Vis4D INFO: Epoch 2: 73450/75000, ETA: 0:00:57, 27.05it/s, loss: 0.1605, loss_seg: 0.1605, _pixel_acc: 0.9455 [06/28 01:31:10] Vis4D INFO: Epoch 2: 73500/75000, ETA: 0:00:55, 27.01it/s, loss: 0.1652, loss_seg: 0.1652, _pixel_acc: 0.9449 [06/28 01:31:16] Vis4D INFO: Epoch 2: 73550/75000, ETA: 0:00:53, 26.96it/s, loss: 0.1492, loss_seg: 0.1492, _pixel_acc: 0.9497 [06/28 01:31:22] Vis4D INFO: Epoch 2: 73600/75000, ETA: 0:00:52, 26.92it/s, loss: 0.1463, loss_seg: 0.1463, _pixel_acc: 0.9501 [06/28 01:31:29] Vis4D INFO: Epoch 2: 73650/75000, ETA: 0:00:50, 26.87it/s, loss: 0.1651, loss_seg: 0.1651, _pixel_acc: 0.9441 [06/28 01:31:35] Vis4D INFO: Epoch 2: 73700/75000, ETA: 0:00:48, 26.83it/s, loss: 0.1620, loss_seg: 0.1620, _pixel_acc: 0.9454 [06/28 01:31:41] Vis4D INFO: Epoch 2: 73750/75000, ETA: 0:00:46, 26.79it/s, loss: 0.1569, loss_seg: 0.1569, _pixel_acc: 0.9458 [06/28 01:31:48] Vis4D INFO: Epoch 2: 73800/75000, ETA: 0:00:44, 26.75it/s, loss: 0.1742, loss_seg: 0.1742, _pixel_acc: 0.9401 [06/28 01:31:54] Vis4D INFO: Epoch 2: 73850/75000, ETA: 0:00:43, 26.70it/s, loss: 0.1565, loss_seg: 0.1565, _pixel_acc: 0.9467 [06/28 01:32:00] Vis4D INFO: Epoch 2: 73900/75000, ETA: 0:00:41, 26.66it/s, loss: 0.1823, loss_seg: 0.1823, _pixel_acc: 0.9406 [06/28 01:32:07] Vis4D INFO: Epoch 2: 73950/75000, ETA: 0:00:39, 26.62it/s, loss: 0.1700, loss_seg: 0.1700, _pixel_acc: 0.9417 [06/28 01:32:13] Vis4D INFO: Epoch 2: 74000/75000, ETA: 0:00:37, 26.57it/s, loss: 0.1677, loss_seg: 0.1677, _pixel_acc: 0.9422 [06/28 01:32:20] Vis4D INFO: Epoch 2: 74050/75000, ETA: 0:00:35, 26.53it/s, loss: 0.1580, loss_seg: 0.1580, _pixel_acc: 0.9462 [06/28 01:32:26] Vis4D INFO: Epoch 2: 74100/75000, ETA: 0:00:33, 26.49it/s, loss: 0.1634, loss_seg: 0.1634, _pixel_acc: 0.9437 [06/28 01:32:32] Vis4D INFO: Epoch 2: 74150/75000, ETA: 0:00:32, 26.45it/s, loss: 0.1584, loss_seg: 0.1584, _pixel_acc: 0.9472 [06/28 01:32:38] Vis4D INFO: Epoch 2: 74200/75000, ETA: 0:00:30, 26.41it/s, loss: 0.1550, loss_seg: 0.1550, _pixel_acc: 0.9477 [06/28 01:32:44] Vis4D INFO: Epoch 2: 74250/75000, ETA: 0:00:28, 26.37it/s, loss: 0.1500, loss_seg: 0.1500, _pixel_acc: 0.9499 [06/28 01:32:50] Vis4D INFO: Epoch 2: 74300/75000, ETA: 0:00:26, 26.33it/s, loss: 0.1637, loss_seg: 0.1637, _pixel_acc: 0.9428 [06/28 01:32:56] Vis4D INFO: Epoch 2: 74350/75000, ETA: 0:00:24, 26.29it/s, loss: 0.1708, loss_seg: 0.1708, _pixel_acc: 0.9424 [06/28 01:33:02] Vis4D INFO: Epoch 2: 74400/75000, ETA: 0:00:22, 26.25it/s, loss: 0.1562, loss_seg: 0.1562, _pixel_acc: 0.9462 [06/28 01:33:08] Vis4D INFO: Epoch 2: 74450/75000, ETA: 0:00:20, 26.22it/s, loss: 0.1689, loss_seg: 0.1689, _pixel_acc: 0.9435 [06/28 01:33:14] Vis4D INFO: Epoch 2: 74500/75000, ETA: 0:00:19, 26.18it/s, loss: 0.1636, loss_seg: 0.1636, _pixel_acc: 0.9444 [06/28 01:33:20] Vis4D INFO: Epoch 2: 74550/75000, ETA: 0:00:17, 26.14it/s, loss: 0.1557, loss_seg: 0.1557, _pixel_acc: 0.9473 [06/28 01:33:26] Vis4D INFO: Epoch 2: 74600/75000, ETA: 0:00:15, 26.10it/s, loss: 0.1755, loss_seg: 0.1755, _pixel_acc: 0.9400 [06/28 01:33:32] Vis4D INFO: Epoch 2: 74650/75000, ETA: 0:00:13, 26.07it/s, loss: 0.1458, loss_seg: 0.1458, _pixel_acc: 0.9500 [06/28 01:33:38] Vis4D INFO: Epoch 2: 74700/75000, ETA: 0:00:11, 26.03it/s, loss: 0.1580, loss_seg: 0.1580, _pixel_acc: 0.9463 [06/28 01:33:44] Vis4D INFO: Epoch 2: 74750/75000, ETA: 0:00:09, 25.99it/s, loss: 0.1665, loss_seg: 0.1665, _pixel_acc: 0.9428 [06/28 01:33:50] Vis4D INFO: Epoch 2: 74800/75000, ETA: 0:00:07, 25.96it/s, loss: 0.1505, loss_seg: 0.1505, _pixel_acc: 0.9478 [06/28 01:33:56] Vis4D INFO: Epoch 2: 74850/75000, ETA: 0:00:05, 25.92it/s, loss: 0.1590, loss_seg: 0.1590, _pixel_acc: 0.9456 [06/28 01:34:02] Vis4D INFO: Epoch 2: 74900/75000, ETA: 0:00:03, 25.89it/s, loss: 0.1502, loss_seg: 0.1502, _pixel_acc: 0.9479 [06/28 01:34:08] Vis4D INFO: Epoch 2: 74950/75000, ETA: 0:00:01, 25.85it/s, loss: 0.1675, loss_seg: 0.1675, _pixel_acc: 0.9440 [06/28 01:34:14] Vis4D INFO: Epoch 2: 75000/75000, ETA: 0:00:00, 25.81it/s, loss: 0.1713, loss_seg: 0.1713, _pixel_acc: 0.9410 [06/28 01:34:21] Vis4D INFO: Testing: 50/12500, ETA: 0:26:59, 7.69it/s [06/28 01:34:27] Vis4D INFO: Testing: 100/12500, ETA: 0:26:12, 7.88it/s [06/28 01:34:33] Vis4D INFO: Testing: 150/12500, ETA: 0:25:43, 8.00it/s [06/28 01:34:39] Vis4D INFO: Testing: 200/12500, ETA: 0:25:32, 8.03it/s [06/28 01:34:45] Vis4D INFO: Testing: 250/12500, ETA: 0:25:22, 8.05it/s [06/28 01:34:52] Vis4D INFO: Testing: 300/12500, ETA: 0:25:20, 8.03it/s [06/28 01:34:57] Vis4D INFO: Testing: 350/12500, ETA: 0:25:04, 8.08it/s [06/28 01:35:04] Vis4D INFO: Testing: 400/12500, ETA: 0:24:58, 8.07it/s [06/28 01:35:10] Vis4D INFO: Testing: 450/12500, ETA: 0:24:49, 8.09it/s [06/28 01:35:16] Vis4D INFO: Testing: 500/12500, ETA: 0:24:43, 8.09it/s [06/28 01:35:22] Vis4D INFO: Testing: 550/12500, ETA: 0:24:34, 8.11it/s [06/28 01:35:28] Vis4D INFO: Testing: 600/12500, ETA: 0:24:27, 8.11it/s [06/28 01:35:34] Vis4D INFO: Testing: 650/12500, ETA: 0:24:19, 8.12it/s [06/28 01:35:40] Vis4D INFO: Testing: 700/12500, ETA: 0:24:11, 8.13it/s [06/28 01:35:46] Vis4D INFO: Testing: 750/12500, ETA: 0:24:03, 8.14it/s [06/28 01:35:52] Vis4D INFO: Testing: 800/12500, ETA: 0:23:57, 8.14it/s [06/28 01:35:58] Vis4D INFO: Testing: 850/12500, ETA: 0:23:49, 8.15it/s [06/28 01:36:05] Vis4D INFO: Testing: 900/12500, ETA: 0:23:44, 8.14it/s [06/28 01:36:11] Vis4D INFO: Testing: 950/12500, ETA: 0:23:35, 8.16it/s [06/28 01:36:17] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:29, 8.16it/s [06/28 01:36:23] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:21, 8.17it/s [06/28 01:36:29] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:16, 8.16it/s [06/28 01:36:35] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:08, 8.17it/s [06/28 01:36:41] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:02, 8.17it/s [06/28 01:36:47] Vis4D INFO: Testing: 1250/12500, ETA: 0:22:55, 8.18it/s [06/28 01:36:53] Vis4D INFO: Testing: 1300/12500, ETA: 0:22:47, 8.19it/s [06/28 01:36:59] Vis4D INFO: Testing: 1350/12500, ETA: 0:22:40, 8.19it/s [06/28 01:37:05] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:33, 8.20it/s [06/28 01:37:11] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:27, 8.20it/s [06/28 01:37:17] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:21, 8.20it/s [06/28 01:37:23] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:14, 8.20it/s [06/28 01:37:29] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:07, 8.21it/s [06/28 01:37:36] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:04, 8.19it/s [06/28 01:37:42] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:57, 8.20it/s [06/28 01:37:48] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:51, 8.19it/s [06/28 01:37:54] Vis4D INFO: Testing: 1800/12500, ETA: 0:21:44, 8.20it/s [06/28 01:38:00] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:38, 8.20it/s [06/28 01:38:06] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:32, 8.20it/s [06/28 01:38:12] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:26, 8.20it/s [06/28 01:38:18] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:22, 8.19it/s [06/28 01:38:24] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:16, 8.19it/s [06/28 01:38:31] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:09, 8.19it/s [06/28 01:38:36] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:02, 8.20it/s [06/28 01:38:42] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:55, 8.20it/s [06/28 01:38:49] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:49, 8.20it/s [06/28 01:38:55] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:43, 8.20it/s [06/28 01:39:01] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:37, 8.20it/s [06/28 01:39:07] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:32, 8.20it/s [06/28 01:39:13] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:26, 8.20it/s [06/28 01:39:19] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:20, 8.19it/s [06/28 01:39:25] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:14, 8.19it/s [06/28 01:39:32] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:08, 8.19it/s [06/28 01:39:38] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:02, 8.19it/s [06/28 01:39:44] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:55, 8.19it/s [06/28 01:39:50] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:49, 8.20it/s [06/28 01:39:56] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:42, 8.20it/s [06/28 01:40:02] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:36, 8.20it/s [06/28 01:40:08] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:30, 8.20it/s [06/28 01:40:14] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:24, 8.20it/s [06/28 01:40:20] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:18, 8.20it/s [06/28 01:40:26] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:11, 8.20it/s [06/28 01:40:32] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:05, 8.21it/s [06/28 01:40:38] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:59, 8.21it/s [06/28 01:40:44] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:52, 8.21it/s [06/28 01:40:50] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:46, 8.21it/s [06/28 01:40:56] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:40, 8.21it/s [06/28 01:41:02] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:34, 8.21it/s [06/28 01:41:08] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:28, 8.21it/s [06/28 01:41:14] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:22, 8.21it/s [06/28 01:41:21] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:16, 8.21it/s [06/28 01:41:27] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:10, 8.21it/s [06/28 01:41:33] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:04, 8.21it/s [06/28 01:41:39] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:57, 8.21it/s [06/28 01:41:45] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:51, 8.21it/s [06/28 01:41:51] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:46, 8.21it/s [06/28 01:41:57] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:39, 8.21it/s [06/28 01:42:03] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:33, 8.21it/s [06/28 01:42:09] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:27, 8.21it/s [06/28 01:42:15] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:21, 8.21it/s [06/28 01:42:21] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:15, 8.21it/s [06/28 01:42:27] Vis4D INFO: Testing: 4050/12500, ETA: 0:17:09, 8.21it/s [06/28 01:42:34] Vis4D INFO: Testing: 4100/12500, ETA: 0:17:03, 8.21it/s [06/28 01:42:40] Vis4D INFO: Testing: 4150/12500, ETA: 0:16:56, 8.21it/s [06/28 01:42:46] Vis4D INFO: Testing: 4200/12500, ETA: 0:16:50, 8.21it/s [06/28 01:42:52] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:44, 8.21it/s [06/28 01:42:58] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:38, 8.21it/s [06/28 01:43:04] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:32, 8.21it/s [06/28 01:43:10] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:26, 8.21it/s [06/28 01:43:16] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:19, 8.22it/s [06/28 01:43:22] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:13, 8.21it/s [06/28 01:43:28] Vis4D INFO: Testing: 4550/12500, ETA: 0:16:07, 8.22it/s [06/28 01:43:34] Vis4D INFO: Testing: 4600/12500, ETA: 0:16:01, 8.22it/s [06/28 01:43:40] Vis4D INFO: Testing: 4650/12500, ETA: 0:15:55, 8.22it/s [06/28 01:43:46] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:48, 8.22it/s [06/28 01:43:52] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:42, 8.22it/s [06/28 01:43:58] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:36, 8.22it/s [06/28 01:44:04] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:30, 8.22it/s [06/28 01:44:10] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:24, 8.22it/s [06/28 01:44:16] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:18, 8.22it/s [06/28 01:44:22] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:12, 8.22it/s [06/28 01:44:28] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:05, 8.22it/s [06/28 01:44:34] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:59, 8.23it/s [06/28 01:44:40] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:53, 8.23it/s [06/28 01:44:47] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:47, 8.22it/s [06/28 01:44:53] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:41, 8.22it/s [06/28 01:44:59] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:35, 8.22it/s [06/28 01:45:05] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:29, 8.22it/s [06/28 01:45:11] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:23, 8.22it/s [06/28 01:45:17] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:17, 8.22it/s [06/28 01:45:23] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:11, 8.22it/s [06/28 01:45:29] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:05, 8.22it/s [06/28 01:45:35] Vis4D INFO: Testing: 5600/12500, ETA: 0:13:59, 8.22it/s [06/28 01:45:41] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:53, 8.22it/s [06/28 01:45:48] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:47, 8.22it/s [06/28 01:45:54] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:41, 8.22it/s [06/28 01:46:00] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:35, 8.22it/s [06/28 01:46:06] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:29, 8.22it/s [06/28 01:46:12] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:23, 8.22it/s [06/28 01:46:18] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:17, 8.22it/s [06/28 01:46:25] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:11, 8.22it/s [06/28 01:46:30] Vis4D INFO: Testing: 6050/12500, ETA: 0:13:04, 8.22it/s [06/28 01:46:37] Vis4D INFO: Testing: 6100/12500, ETA: 0:12:59, 8.22it/s [06/28 01:46:43] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:52, 8.22it/s [06/28 01:46:49] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:46, 8.22it/s [06/28 01:46:55] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:40, 8.22it/s [06/28 01:47:01] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:34, 8.22it/s [06/28 01:47:07] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:28, 8.22it/s [06/28 01:47:13] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:22, 8.22it/s [06/28 01:47:19] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:16, 8.22it/s [06/28 01:47:25] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:10, 8.22it/s [06/28 01:47:31] Vis4D INFO: Testing: 6550/12500, ETA: 0:12:04, 8.22it/s [06/28 01:47:37] Vis4D INFO: Testing: 6600/12500, ETA: 0:11:58, 8.22it/s [06/28 01:47:44] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:52, 8.22it/s [06/28 01:47:50] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:46, 8.21it/s [06/28 01:47:56] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:40, 8.21it/s [06/28 01:48:02] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:34, 8.21it/s [06/28 01:48:08] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:27, 8.21it/s [06/28 01:48:14] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:21, 8.22it/s [06/28 01:48:20] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:15, 8.21it/s [06/28 01:48:26] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:09, 8.22it/s [06/28 01:48:32] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:03, 8.22it/s [06/28 01:48:38] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:57, 8.22it/s [06/28 01:48:44] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:50, 8.22it/s [06/28 01:48:50] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:44, 8.22it/s [06/28 01:48:56] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:38, 8.22it/s [06/28 01:49:02] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:32, 8.22it/s [06/28 01:49:08] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:26, 8.22it/s [06/28 01:49:14] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:20, 8.22it/s [06/28 01:49:20] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:14, 8.22it/s [06/28 01:49:26] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:08, 8.22it/s [06/28 01:49:33] Vis4D INFO: Testing: 7550/12500, ETA: 0:10:02, 8.22it/s [06/28 01:49:39] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:56, 8.22it/s [06/28 01:49:45] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:49, 8.22it/s [06/28 01:49:52] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:44, 8.21it/s [06/28 01:49:58] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:38, 8.21it/s [06/28 01:50:04] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:32, 8.21it/s [06/28 01:50:10] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:26, 8.21it/s [06/28 01:50:16] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:20, 8.21it/s [06/28 01:50:22] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:14, 8.21it/s [06/28 01:50:28] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:07, 8.21it/s [06/28 01:50:34] Vis4D INFO: Testing: 8050/12500, ETA: 0:09:01, 8.21it/s [06/28 01:50:40] Vis4D INFO: Testing: 8100/12500, ETA: 0:08:55, 8.22it/s [06/28 01:50:46] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:49, 8.22it/s [06/28 01:50:52] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:43, 8.22it/s [06/28 01:50:58] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:37, 8.22it/s [06/28 01:51:04] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:31, 8.22it/s [06/28 01:51:10] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:24, 8.22it/s [06/28 01:51:16] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:18, 8.22it/s [06/28 01:51:22] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:12, 8.22it/s [06/28 01:51:28] Vis4D INFO: Testing: 8500/12500, ETA: 0:08:06, 8.22it/s [06/28 01:51:34] Vis4D INFO: Testing: 8550/12500, ETA: 0:08:00, 8.22it/s [06/28 01:51:40] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:54, 8.22it/s [06/28 01:51:46] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:48, 8.22it/s [06/28 01:51:52] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:42, 8.22it/s [06/28 01:51:58] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:35, 8.23it/s [06/28 01:52:04] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:29, 8.23it/s [06/28 01:52:10] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:23, 8.23it/s [06/28 01:52:16] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:17, 8.23it/s [06/28 01:52:22] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:11, 8.23it/s [06/28 01:52:28] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:05, 8.23it/s [06/28 01:52:34] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:59, 8.23it/s [06/28 01:52:40] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:53, 8.23it/s [06/28 01:52:46] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:47, 8.23it/s [06/28 01:52:52] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:40, 8.23it/s [06/28 01:52:58] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:34, 8.23it/s [06/28 01:53:04] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:28, 8.23it/s [06/28 01:53:10] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:22, 8.23it/s [06/28 01:53:16] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:16, 8.23it/s [06/28 01:53:22] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:10, 8.23it/s [06/28 01:53:28] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:04, 8.23it/s [06/28 01:53:34] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:58, 8.23it/s [06/28 01:53:40] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:52, 8.23it/s [06/28 01:53:46] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:46, 8.23it/s [06/28 01:53:52] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:40, 8.23it/s [06/28 01:53:59] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:34, 8.23it/s [06/28 01:54:05] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:28, 8.23it/s [06/28 01:54:11] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:21, 8.23it/s [06/28 01:54:17] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:15, 8.23it/s [06/28 01:54:23] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:09, 8.23it/s [06/28 01:54:29] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:03, 8.23it/s [06/28 01:54:35] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:57, 8.23it/s [06/28 01:54:41] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:51, 8.23it/s [06/28 01:54:47] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:45, 8.23it/s [06/28 01:54:53] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:39, 8.23it/s [06/28 01:54:59] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:33, 8.23it/s [06/28 01:55:06] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:27, 8.23it/s [06/28 01:55:11] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:21, 8.23it/s [06/28 01:55:18] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:15, 8.23it/s [06/28 01:55:24] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:09, 8.23it/s [06/28 01:55:30] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:02, 8.23it/s [06/28 01:55:36] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:56, 8.23it/s [06/28 01:55:42] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:50, 8.23it/s [06/28 01:55:48] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:44, 8.23it/s [06/28 01:55:53] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:38, 8.24it/s [06/28 01:55:59] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:32, 8.24it/s [06/28 01:56:05] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:26, 8.24it/s [06/28 01:56:11] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:20, 8.24it/s [06/28 01:56:18] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:14, 8.24it/s [06/28 01:56:24] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:08, 8.24it/s [06/28 01:56:29] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:02, 8.24it/s [06/28 01:56:35] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:56, 8.24it/s [06/28 01:56:41] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:49, 8.24it/s [06/28 01:56:48] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:43, 8.24it/s [06/28 01:56:54] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:37, 8.24it/s [06/28 01:57:00] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:31, 8.24it/s [06/28 01:57:06] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:25, 8.24it/s [06/28 01:57:12] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:19, 8.24it/s [06/28 01:57:18] Vis4D INFO: Testing: 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[06/28 01:58:43] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:48, 8.24it/s [06/28 01:58:49] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:42, 8.24it/s [06/28 01:58:55] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.24it/s [06/28 01:59:01] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.24it/s [06/28 01:59:07] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.24it/s [06/28 01:59:13] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.24it/s [06/28 01:59:19] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.24it/s [06/28 01:59:25] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.24it/s [06/28 01:59:31] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.24it/s [06/28 01:59:31] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/28 01:59:31] Vis4D INFO: mIoU: 76.3781 [06/28 01:59:31] Vis4D INFO: Showing evaluation results for mIoU [06/28 01:59:31] Vis4D INFO: mIoU: 76.378% unlabeled: (nan%), building: (87.367%), fence: (53.061%), other: (nan%), pedestrian: (66.056%), pole: (59.560%), road line: (80.151%), road: (97.471%), sidewalk: (91.564%), vegetation: (76.133%), vehicle: (89.464%), wall: (82.725%), traffic sign: (56.697%), sky: (92.915%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (64.526%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (71.602%) [06/28 01:59:31] Vis4D INFO: Showing evaluation results for confusion_matrix [06/28 01:59:31] Vis4D INFO: +-----------+-----------+------------------------+------------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+------------------------+------------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.9471020699621746 | 0.02595377165466845 | inf | 0.023014614703069564 | 0.047843246712519924 | 3.833164026423324e-05 | 3.8358382469128594e-05 | 0.002098864450403798 | 0.020836514808460292 | 0.007224862974478533 | 0.010368483771766072 | 0.02551880734543203 | 0.006365727715354123 | inf | inf | inf | inf | 0.02849243640852513 | inf | inf | inf | 0.005514946503340028 | | Class_2 | nan | 0.004686676708419067 | 0.6558820588007048 | inf | 0.007003238436012446 | 0.007761332880582589 | 8.365836326793025e-06 | 7.724387945292644e-05 | 0.0021794563258613897 | 0.0061338091583092854 | 0.0030492940125090343 | 0.005955643730470017 | 0.001710950536465294 | 0.0003246323288568986 | inf | inf | inf | inf | 0.0015238340243067788 | inf | inf | inf | 0.010755172190144784 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.0016243457963036848 | 0.005652136205966153 | inf | 0.7404845032225621 | 0.0020308148590206824 | 0.00011771169787686521 | 0.00017165613788527724 | 0.001206448278475989 | 0.0009251489699528952 | 0.005135434791670171 | 0.002034994725683113 | 0.0006762530965761084 | 1.2121720700524772e-06 | inf | inf | inf | inf | 0.00010570501849261879 | inf | inf | inf | 0.0007784462704450597 | | Class_5 | nan | 0.011267094186558668 | 0.008553034344886098 | inf | 0.003638254975453407 | 0.6986117223672952 | 1.024179033419467e-05 | 5.016216766307706e-05 | 0.0012489230393683594 | 0.004528469484751097 | 0.0010572043574206603 | 0.002911708590454563 | 0.020153467993638333 | 0.0015646310919689027 | inf | inf | inf | inf | 0.02661942641684753 | inf | inf | inf | 0.0032154447303744203 | | Class_6 | nan | 5.723204646106431e-05 | 0.00015382480824318757 | inf | 0.001124897185743176 | 0.00010768441512032049 | 0.845055123018422 | 0.004995963224342189 | 0.001033767790225212 | 3.2462597548702246e-05 | 0.0009221742526108355 | 3.835995254455609e-05 | 1.7160299852215497e-06 | 3.010987880096457e-07 | inf | inf | nan | inf | 2.84900558378217e-05 | inf | inf | inf | 6.0724935247976045e-05 | | Class_7 | nan | 0.00034353470654857485 | 0.005056663041222591 | inf | 0.01796394572585899 | 0.002156572465715014 | 0.052327793957930156 | 0.9899058159278362 | 0.016303581019596693 | 0.000714267636605108 | 0.0221961026380316 | 0.00199374882116493 | 5.5736653919995934e-05 | 1.4885021078593802e-05 | inf | inf | inf | inf | 3.236808230631226e-05 | inf | inf | inf | 0.0037621288492032173 | | Class_8 | nan | 0.002072425071192113 | 0.01434558767245727 | inf | 0.01584951973627537 | 0.007722046263551833 | 0.0007584718754219572 | 0.0030402462868033085 | 0.947499553784465 | 0.0011333935423394025 | 0.011479742790848946 | 0.0050177042936706585 | 4.166520804117923e-05 | 4.101223745063156e-06 | inf | inf | inf | inf | 6.757749093607304e-06 | inf | inf | inf | 0.007153456142399279 | | Class_9 | nan | 0.022460838065289992 | 0.08358930586326911 | inf | 0.012649966805533427 | 0.03521673015981477 | 0.0002714622033422505 | 0.0009036970982131294 | 0.0025856746266846105 | 0.8795463473880576 | 0.011041689530621294 | 0.008837450932162866 | 0.020175227253850944 | 0.01628448642598652 | inf | inf | inf | inf | 0.013741959574453788 | inf | inf | inf | 0.08225440655620113 | | Class_10 | nan | 0.0047936138426814285 | 0.010252907852888073 | inf | 0.024677322701100214 | 0.0038354924462886916 | 0.0007584966055124502 | 0.0029488794417379107 | 0.0007109377074770391 | 0.0011638861100449495 | 0.9627178137462739 | 0.002814731522473646 | 0.003284618674112864 | 5.192736198458552e-05 | inf | inf | inf | inf | 0.000792806836845475 | inf | inf | inf | 0.0014979722336883829 | | Class_11 | nan | 0.005596460849358672 | 0.025352439012348817 | inf | 0.007034618654493035 | 0.009430248138900407 | 1.239684107716078e-05 | 0.00014004321640562694 | 0.001308872334481002 | 0.0021763079113037032 | 0.004000337646240058 | 0.8667148408740698 | 0.002913612991307965 | 0.00012213385619077222 | inf | inf | inf | inf | 0.0001464050982609355 | inf | inf | inf | 0.013651497995337186 | | Class_12 | nan | 0.0011255592867124072 | 0.0006189351139302096 | inf | 0.0005517772907873166 | 0.0026904301956444327 | 4.8753606972020165e-06 | 7.131476700806355e-07 | 4.893972028952042e-07 | 0.00028600532084259564 | 0.0001642342033922763 | 0.0002542387463759639 | 0.6166287424039932 | 1.9561149819476545e-05 | inf | inf | inf | inf | 0.005273424863717127 | inf | inf | inf | 0.00035494957548770937 | | Class_13 | nan | 0.026408760269016875 | 0.008047959397269978 | inf | 0.00018110796530194443 | 0.04021613973744275 | 6.832570716223695e-06 | 0.00165026802568855 | 2.6463948899935946e-05 | 0.07707717121281439 | 0.0034481464785178968 | 0.000681495863478508 | 0.0057250192366961345 | 0.9543745502490925 | inf | inf | inf | inf | 0.018892401083927597 | inf | inf | nan | 0.011474078511191699 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0014310985301261134 | 0.0005836881026649222 | inf | 8.439453750494388e-05 | 0.0052560596798978555 | 0.0 | 3.157749247128727e-07 | 1.6834667862148574e-07 | 0.0003889146029775216 | 5.89229746905707e-05 | 2.017391427718105e-05 | 0.0021762692272579696 | 0.0001524161477967618 | inf | inf | inf | inf | 0.7076792027391922 | inf | inf | nan | 0.0001703962806256106 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.0021851586849621673 | 0.047927942392404985 | inf | 0.0072252699576446896 | 0.00867807002842855 | 1.7378187876475884e-05 | 0.0015684630626084572 | 0.006094273418967922 | 0.03987961104929483 | 0.006314786367289491 | 0.006773089626999865 | 0.0051555032052008065 | 0.0022423551610530933 | inf | inf | inf | inf | 0.0010762099394586314 | inf | inf | inf | 0.8167278696775176 | +-----------+-----------+------------------------+------------------------+-------+------------------------+------------------------+------------------------+------------------------+------------------------+------------------------+-----------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/28 01:59:41] Vis4D INFO: Epoch 3: 50/75000, ETA: 3:47:50, 5.48it/s, loss: 0.1519, loss_seg: 0.1519, _pixel_acc: 0.9479 [06/28 01:59:49] Vis4D INFO: Epoch 3: 100/75000, ETA: 3:32:52, 5.86it/s, loss: 0.1663, loss_seg: 0.1663, _pixel_acc: 0.9444 [06/28 01:59:58] Vis4D INFO: Epoch 3: 150/75000, ETA: 3:38:45, 5.70it/s, loss: 0.1532, loss_seg: 0.1532, _pixel_acc: 0.9481 [06/28 02:00:07] Vis4D INFO: Epoch 3: 200/75000, ETA: 3:37:54, 5.72it/s, loss: 0.1495, loss_seg: 0.1495, _pixel_acc: 0.9488 [06/28 02:00:15] Vis4D INFO: Epoch 3: 250/75000, ETA: 3:36:52, 5.74it/s, loss: 0.1572, loss_seg: 0.1572, _pixel_acc: 0.9463 [06/28 02:00:24] Vis4D INFO: Epoch 3: 300/75000, ETA: 3:36:35, 5.75it/s, loss: 0.1520, loss_seg: 0.1520, _pixel_acc: 0.9483 [06/28 02:00:33] Vis4D INFO: Epoch 3: 350/75000, ETA: 3:36:33, 5.75it/s, loss: 0.1690, loss_seg: 0.1690, _pixel_acc: 0.9423 [06/28 02:00:41] Vis4D INFO: Epoch 3: 400/75000, ETA: 3:34:52, 5.79it/s, loss: 0.1479, loss_seg: 0.1479, _pixel_acc: 0.9483 [06/28 02:00:49] Vis4D INFO: Epoch 3: 450/75000, ETA: 3:34:30, 5.79it/s, loss: 0.1475, loss_seg: 0.1475, _pixel_acc: 0.9491 [06/28 02:00:58] Vis4D INFO: Epoch 3: 500/75000, ETA: 3:33:50, 5.81it/s, loss: 0.1559, loss_seg: 0.1559, _pixel_acc: 0.9471 [06/28 02:01:06] Vis4D INFO: Epoch 3: 550/75000, ETA: 3:32:36, 5.84it/s, loss: 0.1675, loss_seg: 0.1675, _pixel_acc: 0.9433 [06/28 02:01:14] Vis4D INFO: Epoch 3: 600/75000, ETA: 3:32:05, 5.85it/s, loss: 0.1527, loss_seg: 0.1527, _pixel_acc: 0.9477 [06/28 02:01:23] Vis4D INFO: Epoch 3: 650/75000, ETA: 3:31:15, 5.87it/s, loss: 0.1499, loss_seg: 0.1499, _pixel_acc: 0.9488 [06/28 02:01:33] Vis4D INFO: Epoch 3: 700/75000, ETA: 3:34:05, 5.78it/s, loss: 0.1595, loss_seg: 0.1595, _pixel_acc: 0.9455 [06/28 02:01:41] Vis4D INFO: Epoch 3: 750/75000, ETA: 3:32:51, 5.81it/s, loss: 0.1668, loss_seg: 0.1668, _pixel_acc: 0.9431 [06/28 02:01:49] Vis4D INFO: Epoch 3: 800/75000, ETA: 3:31:51, 5.84it/s, loss: 0.1535, loss_seg: 0.1535, _pixel_acc: 0.9472 [06/28 02:01:57] Vis4D INFO: Epoch 3: 850/75000, ETA: 3:31:07, 5.85it/s, loss: 0.1488, loss_seg: 0.1488, _pixel_acc: 0.9494 [06/28 02:02:05] Vis4D INFO: Epoch 3: 900/75000, ETA: 3:30:21, 5.87it/s, loss: 0.1466, loss_seg: 0.1466, _pixel_acc: 0.9492 [06/28 02:02:13] Vis4D INFO: Epoch 3: 950/75000, ETA: 3:29:51, 5.88it/s, loss: 0.1607, loss_seg: 0.1607, _pixel_acc: 0.9446 [06/28 02:02:21] Vis4D INFO: Epoch 3: 1000/75000, ETA: 3:29:10, 5.90it/s, loss: 0.1458, loss_seg: 0.1458, _pixel_acc: 0.9508 [06/28 02:02:30] Vis4D INFO: Epoch 3: 1050/75000, ETA: 3:28:45, 5.90it/s, loss: 0.1468, loss_seg: 0.1468, _pixel_acc: 0.9498 [06/28 02:02:37] Vis4D INFO: Epoch 3: 1100/75000, ETA: 3:27:45, 5.93it/s, loss: 0.1510, loss_seg: 0.1510, _pixel_acc: 0.9486 [06/28 02:02:45] Vis4D INFO: Epoch 3: 1150/75000, ETA: 3:26:23, 5.96it/s, loss: 0.1489, loss_seg: 0.1489, _pixel_acc: 0.9494 [06/28 02:02:52] Vis4D INFO: Epoch 3: 1200/75000, ETA: 3:25:41, 5.98it/s, loss: 0.1508, loss_seg: 0.1508, _pixel_acc: 0.9480 [06/28 02:03:01] Vis4D INFO: Epoch 3: 1250/75000, ETA: 3:25:43, 5.97it/s, loss: 0.1784, loss_seg: 0.1784, _pixel_acc: 0.9390 [06/28 02:03:09] Vis4D INFO: Epoch 3: 1300/75000, ETA: 3:25:20, 5.98it/s, loss: 0.1535, loss_seg: 0.1535, _pixel_acc: 0.9466 [06/28 02:03:17] Vis4D INFO: Epoch 3: 1350/75000, ETA: 3:24:42, 6.00it/s, loss: 0.1571, loss_seg: 0.1571, _pixel_acc: 0.9456 [06/28 02:03:25] Vis4D INFO: Epoch 3: 1400/75000, ETA: 3:24:30, 6.00it/s, loss: 0.1711, loss_seg: 0.1711, _pixel_acc: 0.9418 [06/28 02:03:33] Vis4D INFO: Epoch 3: 1450/75000, ETA: 3:23:53, 6.01it/s, loss: 0.1510, loss_seg: 0.1510, _pixel_acc: 0.9485 [06/28 02:03:41] Vis4D INFO: Epoch 3: 1500/75000, ETA: 3:23:14, 6.03it/s, loss: 0.1601, loss_seg: 0.1601, _pixel_acc: 0.9450 [06/28 02:03:48] Vis4D INFO: Epoch 3: 1550/75000, ETA: 3:22:05, 6.06it/s, loss: 0.1541, loss_seg: 0.1541, _pixel_acc: 0.9472 [06/28 02:03:56] Vis4D INFO: Epoch 3: 1600/75000, ETA: 3:21:51, 6.06it/s, loss: 0.1597, loss_seg: 0.1597, _pixel_acc: 0.9448 [06/28 02:04:03] Vis4D INFO: Epoch 3: 1650/75000, ETA: 3:21:17, 6.07it/s, loss: 0.1566, loss_seg: 0.1566, _pixel_acc: 0.9458 [06/28 02:04:11] Vis4D INFO: Epoch 3: 1700/75000, ETA: 3:20:34, 6.09it/s, loss: 0.1605, loss_seg: 0.1605, _pixel_acc: 0.9451 [06/28 02:04:18] Vis4D INFO: Epoch 3: 1750/75000, ETA: 3:19:57, 6.11it/s, loss: 0.1454, loss_seg: 0.1454, _pixel_acc: 0.9497 [06/28 02:04:26] Vis4D INFO: Epoch 3: 1800/75000, ETA: 3:19:22, 6.12it/s, loss: 0.1667, loss_seg: 0.1667, _pixel_acc: 0.9424 [06/28 02:04:33] Vis4D INFO: Epoch 3: 1850/75000, ETA: 3:18:26, 6.14it/s, loss: 0.1665, loss_seg: 0.1665, _pixel_acc: 0.9428 [06/28 02:04:40] Vis4D INFO: Epoch 3: 1900/75000, ETA: 3:17:49, 6.16it/s, loss: 0.1557, loss_seg: 0.1557, _pixel_acc: 0.9468 [06/28 02:04:48] Vis4D INFO: Epoch 3: 1950/75000, ETA: 3:17:16, 6.17it/s, loss: 0.1660, loss_seg: 0.1660, _pixel_acc: 0.9429 [06/28 02:04:56] Vis4D INFO: Epoch 3: 2000/75000, ETA: 3:17:00, 6.18it/s, loss: 0.1528, loss_seg: 0.1528, _pixel_acc: 0.9481 [06/28 02:05:03] Vis4D INFO: Epoch 3: 2050/75000, ETA: 3:16:37, 6.18it/s, loss: 0.1429, loss_seg: 0.1429, _pixel_acc: 0.9510 [06/28 02:05:11] Vis4D INFO: Epoch 3: 2100/75000, ETA: 3:16:08, 6.19it/s, loss: 0.1634, loss_seg: 0.1634, _pixel_acc: 0.9441 [06/28 02:05:18] Vis4D INFO: Epoch 3: 2150/75000, ETA: 3:15:27, 6.21it/s, loss: 0.1487, loss_seg: 0.1487, _pixel_acc: 0.9483 [06/28 02:05:25] Vis4D INFO: Epoch 3: 2200/75000, ETA: 3:14:59, 6.22it/s, loss: 0.1475, loss_seg: 0.1475, _pixel_acc: 0.9499 [06/28 02:05:33] Vis4D INFO: Epoch 3: 2250/75000, ETA: 3:14:35, 6.23it/s, loss: 0.1547, loss_seg: 0.1547, _pixel_acc: 0.9467 [06/28 02:05:41] Vis4D INFO: Epoch 3: 2300/75000, ETA: 3:14:28, 6.23it/s, loss: 0.1662, loss_seg: 0.1662, _pixel_acc: 0.9420 [06/28 02:05:49] Vis4D INFO: Epoch 3: 2350/75000, ETA: 3:14:07, 6.24it/s, loss: 0.1695, loss_seg: 0.1695, _pixel_acc: 0.9406 [06/28 02:05:56] Vis4D INFO: Epoch 3: 2400/75000, ETA: 3:13:49, 6.24it/s, loss: 0.1563, loss_seg: 0.1563, _pixel_acc: 0.9461 [06/28 02:06:06] Vis4D INFO: Epoch 3: 2450/75000, ETA: 3:14:18, 6.22it/s, loss: 0.1621, loss_seg: 0.1621, _pixel_acc: 0.9451 [06/28 02:06:13] Vis4D INFO: Epoch 3: 2500/75000, ETA: 3:13:48, 6.23it/s, loss: 0.1511, loss_seg: 0.1511, _pixel_acc: 0.9477 [06/28 02:06:20] Vis4D INFO: Epoch 3: 2550/75000, ETA: 3:13:13, 6.25it/s, loss: 0.1515, loss_seg: 0.1515, _pixel_acc: 0.9476 [06/28 02:06:27] Vis4D INFO: Epoch 3: 2600/75000, ETA: 3:12:39, 6.26it/s, loss: 0.1468, loss_seg: 0.1468, _pixel_acc: 0.9492 [06/28 02:06:34] Vis4D INFO: Epoch 3: 2650/75000, ETA: 3:12:05, 6.28it/s, loss: 0.1728, loss_seg: 0.1728, _pixel_acc: 0.9413 [06/28 02:06:41] Vis4D INFO: Epoch 3: 2700/75000, ETA: 3:11:35, 6.29it/s, loss: 0.1668, loss_seg: 0.1668, _pixel_acc: 0.9433 [06/28 02:06:48] Vis4D INFO: Epoch 3: 2750/75000, ETA: 3:11:02, 6.30it/s, loss: 0.1434, loss_seg: 0.1434, _pixel_acc: 0.9505 [06/28 02:06:56] Vis4D INFO: Epoch 3: 2800/75000, ETA: 3:10:47, 6.31it/s, loss: 0.1529, loss_seg: 0.1529, _pixel_acc: 0.9478 [06/28 02:07:03] Vis4D INFO: Epoch 3: 2850/75000, ETA: 3:10:17, 6.32it/s, loss: 0.1586, loss_seg: 0.1586, _pixel_acc: 0.9455 [06/28 02:07:10] Vis4D INFO: Epoch 3: 2900/75000, ETA: 3:09:59, 6.33it/s, loss: 0.1613, loss_seg: 0.1613, _pixel_acc: 0.9448 [06/28 02:07:17] Vis4D INFO: Epoch 3: 2950/75000, ETA: 3:09:31, 6.34it/s, loss: 0.1532, loss_seg: 0.1532, _pixel_acc: 0.9473 [06/28 02:07:25] Vis4D INFO: Epoch 3: 3000/75000, ETA: 3:09:14, 6.34it/s, loss: 0.1657, loss_seg: 0.1657, _pixel_acc: 0.9435 [06/28 02:07:32] Vis4D INFO: Epoch 3: 3050/75000, ETA: 3:08:46, 6.35it/s, loss: 0.1625, loss_seg: 0.1625, _pixel_acc: 0.9458 [06/28 02:07:40] Vis4D INFO: Epoch 3: 3100/75000, ETA: 3:08:33, 6.35it/s, loss: 0.1543, loss_seg: 0.1543, _pixel_acc: 0.9466 [06/28 02:07:48] Vis4D INFO: Epoch 3: 3150/75000, ETA: 3:08:30, 6.35it/s, loss: 0.1590, loss_seg: 0.1590, _pixel_acc: 0.9457 [06/28 02:07:55] Vis4D INFO: Epoch 3: 3200/75000, ETA: 3:08:17, 6.36it/s, loss: 0.1615, loss_seg: 0.1615, _pixel_acc: 0.9452 [06/28 02:08:03] Vis4D INFO: Epoch 3: 3250/75000, ETA: 3:08:02, 6.36it/s, loss: 0.1635, loss_seg: 0.1635, _pixel_acc: 0.9433 [06/28 02:08:10] Vis4D INFO: Epoch 3: 3300/75000, ETA: 3:07:31, 6.37it/s, loss: 0.1657, loss_seg: 0.1657, _pixel_acc: 0.9419 [06/28 02:08:17] Vis4D INFO: Epoch 3: 3350/75000, ETA: 3:07:09, 6.38it/s, loss: 0.1538, loss_seg: 0.1538, _pixel_acc: 0.9472 [06/28 02:08:24] Vis4D INFO: Epoch 3: 3400/75000, ETA: 3:06:55, 6.38it/s, loss: 0.1545, loss_seg: 0.1545, _pixel_acc: 0.9474 [06/28 02:08:32] Vis4D INFO: Epoch 3: 3450/75000, ETA: 3:06:37, 6.39it/s, loss: 0.1627, loss_seg: 0.1627, _pixel_acc: 0.9443 [06/28 02:08:39] Vis4D INFO: Epoch 3: 3500/75000, ETA: 3:06:16, 6.40it/s, loss: 0.1759, loss_seg: 0.1759, _pixel_acc: 0.9399 [06/28 02:08:47] Vis4D INFO: Epoch 3: 3550/75000, ETA: 3:06:06, 6.40it/s, loss: 0.1519, loss_seg: 0.1519, _pixel_acc: 0.9482 [06/28 02:08:54] Vis4D INFO: Epoch 3: 3600/75000, ETA: 3:05:54, 6.40it/s, loss: 0.1578, loss_seg: 0.1578, _pixel_acc: 0.9463 [06/28 02:09:01] Vis4D INFO: Epoch 3: 3650/75000, ETA: 3:05:31, 6.41it/s, loss: 0.1488, loss_seg: 0.1488, _pixel_acc: 0.9493 [06/28 02:09:08] Vis4D INFO: Epoch 3: 3700/75000, ETA: 3:05:12, 6.42it/s, loss: 0.1560, loss_seg: 0.1560, _pixel_acc: 0.9456 [06/28 02:09:15] Vis4D INFO: Epoch 3: 3750/75000, ETA: 3:04:42, 6.43it/s, loss: 0.1472, loss_seg: 0.1472, _pixel_acc: 0.9491 [06/28 02:09:22] Vis4D INFO: Epoch 3: 3800/75000, ETA: 3:04:17, 6.44it/s, loss: 0.1719, loss_seg: 0.1719, _pixel_acc: 0.9414 [06/28 02:09:29] Vis4D INFO: Epoch 3: 3850/75000, ETA: 3:03:48, 6.45it/s, loss: 0.1486, loss_seg: 0.1486, _pixel_acc: 0.9500 [06/28 02:09:36] Vis4D INFO: Epoch 3: 3900/75000, ETA: 3:03:30, 6.46it/s, loss: 0.1502, loss_seg: 0.1502, _pixel_acc: 0.9486 [06/28 02:09:43] Vis4D INFO: Epoch 3: 3950/75000, ETA: 3:03:11, 6.46it/s, loss: 0.1509, loss_seg: 0.1509, _pixel_acc: 0.9498 [06/28 02:09:50] Vis4D INFO: Epoch 3: 4000/75000, ETA: 3:02:55, 6.47it/s, loss: 0.1535, loss_seg: 0.1535, _pixel_acc: 0.9475 [06/28 02:09:57] Vis4D INFO: Epoch 3: 4050/75000, ETA: 3:02:30, 6.48it/s, loss: 0.1570, loss_seg: 0.1570, _pixel_acc: 0.9460 [06/28 02:10:04] Vis4D INFO: Epoch 3: 4100/75000, ETA: 3:02:13, 6.48it/s, loss: 0.1489, loss_seg: 0.1489, _pixel_acc: 0.9489 [06/28 02:10:11] Vis4D INFO: Epoch 3: 4150/75000, ETA: 3:01:57, 6.49it/s, loss: 0.1402, loss_seg: 0.1402, _pixel_acc: 0.9521 [06/28 02:10:18] Vis4D INFO: Epoch 3: 4200/75000, ETA: 3:01:36, 6.50it/s, loss: 0.1620, loss_seg: 0.1620, _pixel_acc: 0.9451 [06/28 02:10:25] Vis4D INFO: Epoch 3: 4250/75000, ETA: 3:01:13, 6.51it/s, loss: 0.1584, loss_seg: 0.1584, _pixel_acc: 0.9461 [06/28 02:10:32] Vis4D INFO: Epoch 3: 4300/75000, ETA: 3:00:54, 6.51it/s, loss: 0.1544, loss_seg: 0.1544, _pixel_acc: 0.9467 [06/28 02:10:39] Vis4D INFO: Epoch 3: 4350/75000, ETA: 3:00:29, 6.52it/s, loss: 0.1522, loss_seg: 0.1522, _pixel_acc: 0.9481 [06/28 02:10:45] Vis4D INFO: Epoch 3: 4400/75000, ETA: 3:00:02, 6.54it/s, loss: 0.1509, loss_seg: 0.1509, _pixel_acc: 0.9479 [06/28 02:10:52] Vis4D INFO: Epoch 3: 4450/75000, ETA: 2:59:45, 6.54it/s, loss: 0.1731, loss_seg: 0.1731, _pixel_acc: 0.9430 [06/28 02:10:59] Vis4D INFO: Epoch 3: 4500/75000, ETA: 2:59:24, 6.55it/s, loss: 0.1582, loss_seg: 0.1582, _pixel_acc: 0.9455 [06/28 02:11:05] Vis4D INFO: Epoch 3: 4550/75000, ETA: 2:59:00, 6.56it/s, loss: 0.1616, loss_seg: 0.1616, _pixel_acc: 0.9445 [06/28 02:11:12] Vis4D INFO: Epoch 3: 4600/75000, ETA: 2:58:35, 6.57it/s, loss: 0.1596, loss_seg: 0.1596, _pixel_acc: 0.9441 [06/28 02:11:19] Vis4D INFO: Epoch 3: 4650/75000, ETA: 2:58:12, 6.58it/s, loss: 0.1570, loss_seg: 0.1570, _pixel_acc: 0.9456 [06/28 02:11:25] Vis4D INFO: Epoch 3: 4700/75000, ETA: 2:57:51, 6.59it/s, loss: 0.1635, loss_seg: 0.1635, _pixel_acc: 0.9441 [06/28 02:11:32] Vis4D INFO: Epoch 3: 4750/75000, ETA: 2:57:30, 6.60it/s, loss: 0.1512, loss_seg: 0.1512, _pixel_acc: 0.9500 [06/28 02:11:38] Vis4D INFO: Epoch 3: 4800/75000, ETA: 2:57:06, 6.61it/s, loss: 0.1522, loss_seg: 0.1522, _pixel_acc: 0.9465 [06/28 02:11:45] Vis4D INFO: Epoch 3: 4850/75000, ETA: 2:56:47, 6.61it/s, loss: 0.1534, loss_seg: 0.1534, _pixel_acc: 0.9477 [06/28 02:11:52] Vis4D INFO: Epoch 3: 4900/75000, ETA: 2:56:33, 6.62it/s, loss: 0.1524, loss_seg: 0.1524, _pixel_acc: 0.9476 [06/28 02:11:59] Vis4D INFO: Epoch 3: 4950/75000, ETA: 2:56:13, 6.63it/s, loss: 0.1426, loss_seg: 0.1426, _pixel_acc: 0.9514 [06/28 02:12:06] Vis4D INFO: Epoch 3: 5000/75000, ETA: 2:55:54, 6.63it/s, loss: 0.1671, loss_seg: 0.1671, _pixel_acc: 0.9418 [06/28 02:12:13] Vis4D INFO: Epoch 3: 5050/75000, ETA: 2:55:41, 6.64it/s, loss: 0.1547, loss_seg: 0.1547, _pixel_acc: 0.9475 [06/28 02:12:19] Vis4D INFO: Epoch 3: 5100/75000, ETA: 2:55:21, 6.64it/s, loss: 0.1621, loss_seg: 0.1621, _pixel_acc: 0.9449 [06/28 02:12:26] Vis4D INFO: Epoch 3: 5150/75000, ETA: 2:54:55, 6.66it/s, loss: 0.1673, loss_seg: 0.1673, _pixel_acc: 0.9429 [06/28 02:12:32] Vis4D INFO: Epoch 3: 5200/75000, ETA: 2:54:37, 6.66it/s, loss: 0.1428, loss_seg: 0.1428, _pixel_acc: 0.9514 [06/28 02:12:39] Vis4D INFO: Epoch 3: 5250/75000, ETA: 2:54:20, 6.67it/s, loss: 0.1511, loss_seg: 0.1511, _pixel_acc: 0.9471 [06/28 02:12:46] Vis4D INFO: Epoch 3: 5300/75000, ETA: 2:54:00, 6.68it/s, loss: 0.1713, loss_seg: 0.1713, _pixel_acc: 0.9410 [06/28 02:12:52] Vis4D INFO: Epoch 3: 5350/75000, ETA: 2:53:42, 6.68it/s, loss: 0.1465, loss_seg: 0.1465, _pixel_acc: 0.9496 [06/28 02:12:59] Vis4D INFO: Epoch 3: 5400/75000, ETA: 2:53:27, 6.69it/s, loss: 0.1587, loss_seg: 0.1587, _pixel_acc: 0.9458 [06/28 02:13:06] Vis4D INFO: Epoch 3: 5450/75000, ETA: 2:53:12, 6.69it/s, loss: 0.1569, loss_seg: 0.1569, _pixel_acc: 0.9455 [06/28 02:13:12] Vis4D INFO: Epoch 3: 5500/75000, ETA: 2:52:50, 6.70it/s, loss: 0.1547, loss_seg: 0.1547, _pixel_acc: 0.9459 [06/28 02:13:19] Vis4D INFO: Epoch 3: 5550/75000, ETA: 2:52:37, 6.71it/s, loss: 0.1617, loss_seg: 0.1617, _pixel_acc: 0.9440 [06/28 02:13:27] Vis4D INFO: Epoch 3: 5600/75000, ETA: 2:52:25, 6.71it/s, loss: 0.1479, loss_seg: 0.1479, _pixel_acc: 0.9495 [06/28 02:13:33] Vis4D INFO: Epoch 3: 5650/75000, ETA: 2:52:08, 6.71it/s, loss: 0.1613, loss_seg: 0.1613, _pixel_acc: 0.9445 [06/28 02:13:40] Vis4D INFO: Epoch 3: 5700/75000, ETA: 2:51:51, 6.72it/s, loss: 0.1577, loss_seg: 0.1577, _pixel_acc: 0.9453 [06/28 02:13:46] Vis4D INFO: Epoch 3: 5750/75000, ETA: 2:51:33, 6.73it/s, loss: 0.1516, loss_seg: 0.1516, _pixel_acc: 0.9454 [06/28 02:13:53] Vis4D INFO: Epoch 3: 5800/75000, ETA: 2:51:15, 6.73it/s, loss: 0.1519, loss_seg: 0.1519, _pixel_acc: 0.9481 [06/28 02:13:59] Vis4D INFO: Epoch 3: 5850/75000, ETA: 2:50:56, 6.74it/s, loss: 0.1431, loss_seg: 0.1431, _pixel_acc: 0.9506 [06/28 02:14:06] Vis4D INFO: Epoch 3: 5900/75000, ETA: 2:50:38, 6.75it/s, loss: 0.1561, loss_seg: 0.1561, _pixel_acc: 0.9458 [06/28 02:14:12] Vis4D INFO: Epoch 3: 5950/75000, ETA: 2:50:20, 6.76it/s, loss: 0.1437, loss_seg: 0.1437, _pixel_acc: 0.9501 [06/28 02:14:19] Vis4D INFO: Epoch 3: 6000/75000, ETA: 2:50:04, 6.76it/s, loss: 0.1522, loss_seg: 0.1522, _pixel_acc: 0.9469 [06/28 02:14:26] Vis4D INFO: Epoch 3: 6050/75000, ETA: 2:49:46, 6.77it/s, loss: 0.1419, loss_seg: 0.1419, _pixel_acc: 0.9505 [06/28 02:14:33] Vis4D INFO: Epoch 3: 6100/75000, ETA: 2:49:33, 6.77it/s, loss: 0.1522, loss_seg: 0.1522, _pixel_acc: 0.9486 [06/28 02:14:39] Vis4D INFO: Epoch 3: 6150/75000, ETA: 2:49:12, 6.78it/s, loss: 0.1490, loss_seg: 0.1490, _pixel_acc: 0.9490 [06/28 02:14:45] Vis4D INFO: Epoch 3: 6200/75000, ETA: 2:48:51, 6.79it/s, loss: 0.1484, loss_seg: 0.1484, _pixel_acc: 0.9500 [06/28 02:14:51] Vis4D INFO: Epoch 3: 6250/75000, ETA: 2:48:35, 6.80it/s, loss: 0.1492, loss_seg: 0.1492, _pixel_acc: 0.9488 [06/28 02:14:58] Vis4D INFO: Epoch 3: 6300/75000, ETA: 2:48:23, 6.80it/s, loss: 0.1574, loss_seg: 0.1574, _pixel_acc: 0.9465 [06/28 02:15:04] Vis4D INFO: Epoch 3: 6350/75000, ETA: 2:48:02, 6.81it/s, loss: 0.1475, loss_seg: 0.1475, _pixel_acc: 0.9488 [06/28 02:15:11] Vis4D INFO: Epoch 3: 6400/75000, ETA: 2:47:42, 6.82it/s, loss: 0.1455, loss_seg: 0.1455, _pixel_acc: 0.9503 [06/28 02:15:17] Vis4D INFO: Epoch 3: 6450/75000, ETA: 2:47:28, 6.82it/s, loss: 0.1497, loss_seg: 0.1497, _pixel_acc: 0.9482 [06/28 02:15:24] Vis4D INFO: Epoch 3: 6500/75000, ETA: 2:47:15, 6.83it/s, loss: 0.1501, loss_seg: 0.1501, _pixel_acc: 0.9489 [06/28 02:15:30] Vis4D INFO: Epoch 3: 6550/75000, ETA: 2:46:58, 6.83it/s, loss: 0.1496, loss_seg: 0.1496, _pixel_acc: 0.9486 [06/28 02:15:37] Vis4D INFO: Epoch 3: 6600/75000, ETA: 2:46:40, 6.84it/s, loss: 0.1605, loss_seg: 0.1605, _pixel_acc: 0.9439 [06/28 02:15:43] Vis4D INFO: Epoch 3: 6650/75000, ETA: 2:46:22, 6.85it/s, loss: 0.1452, loss_seg: 0.1452, _pixel_acc: 0.9496 [06/28 02:15:49] Vis4D INFO: Epoch 3: 6700/75000, ETA: 2:46:01, 6.86it/s, loss: 0.1430, loss_seg: 0.1430, _pixel_acc: 0.9508 [06/28 02:15:55] Vis4D INFO: Epoch 3: 6750/75000, ETA: 2:45:40, 6.87it/s, loss: 0.1522, loss_seg: 0.1522, _pixel_acc: 0.9476 [06/28 02:16:01] Vis4D INFO: Epoch 3: 6800/75000, ETA: 2:45:21, 6.87it/s, loss: 0.1360, loss_seg: 0.1360, _pixel_acc: 0.9526 [06/28 02:16:08] Vis4D INFO: Epoch 3: 6850/75000, ETA: 2:45:06, 6.88it/s, loss: 0.1567, loss_seg: 0.1567, _pixel_acc: 0.9464 [06/28 02:16:14] Vis4D INFO: Epoch 3: 6900/75000, ETA: 2:44:48, 6.89it/s, loss: 0.1614, loss_seg: 0.1614, _pixel_acc: 0.9438 [06/28 02:16:20] Vis4D INFO: Epoch 3: 6950/75000, ETA: 2:44:31, 6.89it/s, loss: 0.1608, loss_seg: 0.1608, _pixel_acc: 0.9431 [06/28 02:16:26] Vis4D INFO: Epoch 3: 7000/75000, ETA: 2:44:16, 6.90it/s, loss: 0.1544, loss_seg: 0.1544, _pixel_acc: 0.9474 [06/28 02:16:33] Vis4D INFO: Epoch 3: 7050/75000, ETA: 2:43:59, 6.91it/s, loss: 0.1420, loss_seg: 0.1420, _pixel_acc: 0.9502 [06/28 02:16:39] Vis4D INFO: Epoch 3: 7100/75000, ETA: 2:43:40, 6.91it/s, loss: 0.1541, loss_seg: 0.1541, _pixel_acc: 0.9468 [06/28 02:16:45] Vis4D INFO: Epoch 3: 7150/75000, ETA: 2:43:27, 6.92it/s, loss: 0.1512, loss_seg: 0.1512, _pixel_acc: 0.9478 [06/28 02:16:51] Vis4D INFO: Epoch 3: 7200/75000, ETA: 2:43:07, 6.93it/s, loss: 0.1453, loss_seg: 0.1453, _pixel_acc: 0.9515 [06/28 02:16:57] Vis4D INFO: Epoch 3: 7250/75000, ETA: 2:42:49, 6.93it/s, loss: 0.1549, loss_seg: 0.1549, _pixel_acc: 0.9468 [06/28 02:17:04] Vis4D INFO: Epoch 3: 7300/75000, ETA: 2:42:33, 6.94it/s, loss: 0.1572, loss_seg: 0.1572, _pixel_acc: 0.9461 [06/28 02:17:10] Vis4D INFO: Epoch 3: 7350/75000, ETA: 2:42:17, 6.95it/s, loss: 0.1650, loss_seg: 0.1650, _pixel_acc: 0.9429 [06/28 02:17:16] Vis4D INFO: Epoch 3: 7400/75000, ETA: 2:42:02, 6.95it/s, loss: 0.1416, loss_seg: 0.1416, _pixel_acc: 0.9511 [06/28 02:17:22] Vis4D INFO: Epoch 3: 7450/75000, ETA: 2:41:46, 6.96it/s, loss: 0.1431, loss_seg: 0.1431, _pixel_acc: 0.9511 [06/28 02:17:29] Vis4D INFO: Epoch 3: 7500/75000, ETA: 2:41:31, 6.96it/s, loss: 0.1551, loss_seg: 0.1551, _pixel_acc: 0.9471 [06/28 02:17:35] Vis4D INFO: Epoch 3: 7550/75000, ETA: 2:41:18, 6.97it/s, loss: 0.1626, loss_seg: 0.1626, _pixel_acc: 0.9426 [06/28 02:17:42] Vis4D INFO: Epoch 3: 7600/75000, ETA: 2:41:04, 6.97it/s, loss: 0.1627, loss_seg: 0.1627, _pixel_acc: 0.9439 [06/28 02:17:48] Vis4D INFO: Epoch 3: 7650/75000, ETA: 2:40:54, 6.98it/s, loss: 0.1448, loss_seg: 0.1448, _pixel_acc: 0.9492 [06/28 02:17:55] Vis4D INFO: Epoch 3: 7700/75000, ETA: 2:40:39, 6.98it/s, loss: 0.1482, loss_seg: 0.1482, _pixel_acc: 0.9491 [06/28 02:18:01] Vis4D INFO: Epoch 3: 7750/75000, ETA: 2:40:25, 6.99it/s, loss: 0.1508, loss_seg: 0.1508, _pixel_acc: 0.9485 [06/28 02:18:08] Vis4D INFO: Epoch 3: 7800/75000, ETA: 2:40:14, 6.99it/s, loss: 0.1509, loss_seg: 0.1509, _pixel_acc: 0.9482 [06/28 02:18:14] Vis4D INFO: Epoch 3: 7850/75000, ETA: 2:39:59, 7.00it/s, loss: 0.1558, loss_seg: 0.1558, _pixel_acc: 0.9456 [06/28 02:18:20] Vis4D INFO: Epoch 3: 7900/75000, ETA: 2:39:46, 7.00it/s, loss: 0.1573, loss_seg: 0.1573, _pixel_acc: 0.9465 [06/28 02:18:27] Vis4D INFO: Epoch 3: 7950/75000, ETA: 2:39:32, 7.00it/s, loss: 0.1463, loss_seg: 0.1463, _pixel_acc: 0.9494 [06/28 02:18:33] Vis4D INFO: Epoch 3: 8000/75000, ETA: 2:39:14, 7.01it/s, loss: 0.1534, loss_seg: 0.1534, _pixel_acc: 0.9477 [06/28 02:18:39] Vis4D INFO: Epoch 3: 8050/75000, ETA: 2:39:02, 7.02it/s, loss: 0.1563, loss_seg: 0.1563, _pixel_acc: 0.9460 [06/28 02:18:46] Vis4D INFO: Epoch 3: 8100/75000, ETA: 2:38:50, 7.02it/s, loss: 0.1591, loss_seg: 0.1591, _pixel_acc: 0.9464 [06/28 02:18:52] Vis4D INFO: Epoch 3: 8150/75000, ETA: 2:38:33, 7.03it/s, loss: 0.1539, loss_seg: 0.1539, _pixel_acc: 0.9464 [06/28 02:18:58] Vis4D INFO: Epoch 3: 8200/75000, ETA: 2:38:18, 7.03it/s, loss: 0.1509, loss_seg: 0.1509, _pixel_acc: 0.9477 [06/28 02:19:04] Vis4D INFO: Epoch 3: 8250/75000, ETA: 2:38:01, 7.04it/s, loss: 0.1502, loss_seg: 0.1502, _pixel_acc: 0.9481 [06/28 02:19:10] Vis4D INFO: Epoch 3: 8300/75000, ETA: 2:37:47, 7.05it/s, loss: 0.1496, loss_seg: 0.1496, _pixel_acc: 0.9480 [06/28 02:19:16] Vis4D INFO: Epoch 3: 8350/75000, ETA: 2:37:33, 7.05it/s, loss: 0.1493, loss_seg: 0.1493, _pixel_acc: 0.9495 [06/28 02:19:22] Vis4D INFO: Epoch 3: 8400/75000, ETA: 2:37:18, 7.06it/s, loss: 0.1424, loss_seg: 0.1424, _pixel_acc: 0.9514 [06/28 02:19:28] Vis4D INFO: Epoch 3: 8450/75000, ETA: 2:37:01, 7.06it/s, loss: 0.1453, loss_seg: 0.1453, _pixel_acc: 0.9498 [06/28 02:19:34] Vis4D INFO: Epoch 3: 8500/75000, ETA: 2:36:48, 7.07it/s, loss: 0.1442, loss_seg: 0.1442, _pixel_acc: 0.9495 [06/28 02:19:41] Vis4D INFO: Epoch 3: 8550/75000, ETA: 2:36:38, 7.07it/s, loss: 0.1507, loss_seg: 0.1507, _pixel_acc: 0.9480 [06/28 02:19:47] Vis4D INFO: Epoch 3: 8600/75000, ETA: 2:36:22, 7.08it/s, loss: 0.1403, loss_seg: 0.1403, _pixel_acc: 0.9510 [06/28 02:19:53] Vis4D INFO: Epoch 3: 8650/75000, ETA: 2:36:07, 7.08it/s, loss: 0.1381, loss_seg: 0.1381, _pixel_acc: 0.9523 [06/28 02:19:59] Vis4D INFO: Epoch 3: 8700/75000, ETA: 2:35:50, 7.09it/s, loss: 0.1537, loss_seg: 0.1537, _pixel_acc: 0.9471 [06/28 02:20:05] Vis4D INFO: Epoch 3: 8750/75000, ETA: 2:35:37, 7.09it/s, loss: 0.1468, loss_seg: 0.1468, _pixel_acc: 0.9487 [06/28 02:20:11] Vis4D INFO: Epoch 3: 8800/75000, ETA: 2:35:24, 7.10it/s, loss: 0.1482, loss_seg: 0.1482, _pixel_acc: 0.9488 [06/28 02:20:18] Vis4D INFO: Epoch 3: 8850/75000, ETA: 2:35:17, 7.10it/s, loss: 0.1324, loss_seg: 0.1324, _pixel_acc: 0.9548 [06/28 02:20:25] Vis4D INFO: Epoch 3: 8900/75000, ETA: 2:35:06, 7.10it/s, loss: 0.1528, loss_seg: 0.1528, _pixel_acc: 0.9474 [06/28 02:20:31] Vis4D INFO: Epoch 3: 8950/75000, ETA: 2:34:56, 7.10it/s, loss: 0.1675, loss_seg: 0.1675, _pixel_acc: 0.9415 [06/28 02:20:38] Vis4D INFO: Epoch 3: 9000/75000, ETA: 2:34:42, 7.11it/s, loss: 0.1544, loss_seg: 0.1544, _pixel_acc: 0.9462 [06/28 02:20:44] Vis4D INFO: Epoch 3: 9050/75000, ETA: 2:34:29, 7.11it/s, loss: 0.1483, loss_seg: 0.1483, _pixel_acc: 0.9489 [06/28 02:20:50] Vis4D INFO: Epoch 3: 9100/75000, ETA: 2:34:15, 7.12it/s, loss: 0.1614, loss_seg: 0.1614, _pixel_acc: 0.9442 [06/28 02:20:56] Vis4D INFO: Epoch 3: 9150/75000, ETA: 2:34:02, 7.13it/s, loss: 0.1484, loss_seg: 0.1484, _pixel_acc: 0.9480 [06/28 02:21:02] Vis4D INFO: Epoch 3: 9200/75000, ETA: 2:33:49, 7.13it/s, loss: 0.1554, loss_seg: 0.1554, _pixel_acc: 0.9464 [06/28 02:21:08] Vis4D INFO: Epoch 3: 9250/75000, ETA: 2:33:35, 7.14it/s, loss: 0.1633, loss_seg: 0.1633, _pixel_acc: 0.9438 [06/28 02:21:14] Vis4D INFO: Epoch 3: 9300/75000, ETA: 2:33:22, 7.14it/s, loss: 0.1581, loss_seg: 0.1581, _pixel_acc: 0.9471 [06/28 02:21:21] Vis4D INFO: Epoch 3: 9350/75000, ETA: 2:33:10, 7.14it/s, loss: 0.1582, loss_seg: 0.1582, _pixel_acc: 0.9452 [06/28 02:21:27] Vis4D INFO: Epoch 3: 9400/75000, ETA: 2:32:59, 7.15it/s, loss: 0.1599, loss_seg: 0.1599, _pixel_acc: 0.9447 [06/28 02:21:34] Vis4D INFO: Epoch 3: 9450/75000, ETA: 2:32:48, 7.15it/s, loss: 0.1441, loss_seg: 0.1441, _pixel_acc: 0.9501 [06/28 02:21:40] Vis4D INFO: Epoch 3: 9500/75000, ETA: 2:32:36, 7.15it/s, loss: 0.1489, loss_seg: 0.1489, _pixel_acc: 0.9474 [06/28 02:21:46] Vis4D INFO: Epoch 3: 9550/75000, ETA: 2:32:23, 7.16it/s, loss: 0.1461, loss_seg: 0.1461, _pixel_acc: 0.9502 [06/28 02:21:52] Vis4D INFO: Epoch 3: 9600/75000, ETA: 2:32:11, 7.16it/s, loss: 0.1437, loss_seg: 0.1437, _pixel_acc: 0.9514 [06/28 02:21:58] Vis4D INFO: Epoch 3: 9650/75000, ETA: 2:31:58, 7.17it/s, loss: 0.1582, loss_seg: 0.1582, _pixel_acc: 0.9476 [06/28 02:22:04] Vis4D INFO: Epoch 3: 9700/75000, ETA: 2:31:44, 7.17it/s, loss: 0.1591, loss_seg: 0.1591, _pixel_acc: 0.9442 [06/28 02:22:10] Vis4D INFO: Epoch 3: 9750/75000, ETA: 2:31:31, 7.18it/s, loss: 0.1373, loss_seg: 0.1373, _pixel_acc: 0.9534 [06/28 02:22:17] Vis4D INFO: Epoch 3: 9800/75000, ETA: 2:31:19, 7.18it/s, loss: 0.1369, loss_seg: 0.1369, _pixel_acc: 0.9535 [06/28 02:22:23] Vis4D INFO: Epoch 3: 9850/75000, ETA: 2:31:09, 7.18it/s, loss: 0.1525, loss_seg: 0.1525, _pixel_acc: 0.9481 [06/28 02:22:29] Vis4D INFO: Epoch 3: 9900/75000, ETA: 2:30:55, 7.19it/s, loss: 0.1486, loss_seg: 0.1486, _pixel_acc: 0.9479 [06/28 02:22:35] Vis4D INFO: Epoch 3: 9950/75000, ETA: 2:30:41, 7.19it/s, loss: 0.1482, loss_seg: 0.1482, _pixel_acc: 0.9490 [06/28 02:22:41] Vis4D INFO: Epoch 3: 10000/75000, ETA: 2:30:27, 7.20it/s, loss: 0.1441, loss_seg: 0.1441, _pixel_acc: 0.9505 [06/28 02:22:47] Vis4D INFO: Testing: 50/12500, ETA: 0:28:15, 7.34it/s [06/28 02:22:54] Vis4D INFO: Testing: 100/12500, ETA: 0:27:07, 7.62it/s [06/28 02:23:00] Vis4D INFO: Testing: 150/12500, ETA: 0:26:36, 7.74it/s [06/28 02:23:06] Vis4D INFO: Testing: 200/12500, ETA: 0:26:20, 7.78it/s [06/28 02:23:12] Vis4D INFO: Testing: 250/12500, ETA: 0:26:02, 7.84it/s [06/28 02:23:19] Vis4D INFO: Testing: 300/12500, ETA: 0:25:50, 7.87it/s [06/28 02:23:25] Vis4D INFO: Testing: 350/12500, ETA: 0:25:37, 7.90it/s [06/28 02:23:31] Vis4D INFO: Testing: 400/12500, ETA: 0:25:24, 7.94it/s [06/28 02:23:37] Vis4D INFO: Testing: 450/12500, ETA: 0:25:15, 7.95it/s [06/28 02:23:43] Vis4D INFO: Testing: 500/12500, ETA: 0:25:05, 7.97it/s [06/28 02:23:49] Vis4D INFO: Testing: 550/12500, ETA: 0:24:55, 7.99it/s [06/28 02:23:56] Vis4D INFO: Testing: 600/12500, ETA: 0:24:47, 8.00it/s [06/28 02:24:02] Vis4D INFO: Testing: 650/12500, ETA: 0:24:39, 8.01it/s [06/28 02:24:08] Vis4D INFO: Testing: 700/12500, ETA: 0:24:34, 8.00it/s [06/28 02:24:15] Vis4D INFO: Testing: 750/12500, ETA: 0:24:31, 7.99it/s [06/28 02:24:20] Vis4D INFO: Testing: 800/12500, ETA: 0:24:20, 8.01it/s [06/28 02:24:27] Vis4D INFO: Testing: 850/12500, ETA: 0:24:13, 8.01it/s [06/28 02:24:33] Vis4D INFO: Testing: 900/12500, ETA: 0:24:07, 8.01it/s [06/28 02:24:39] Vis4D INFO: Testing: 950/12500, ETA: 0:24:00, 8.02it/s [06/28 02:24:45] Vis4D INFO: Testing: 1000/12500, ETA: 0:23:51, 8.03it/s [06/28 02:24:51] Vis4D INFO: Testing: 1050/12500, ETA: 0:23:44, 8.04it/s [06/28 02:24:57] Vis4D INFO: Testing: 1100/12500, ETA: 0:23:37, 8.04it/s [06/28 02:25:04] Vis4D INFO: Testing: 1150/12500, ETA: 0:23:31, 8.04it/s [06/28 02:25:10] Vis4D INFO: Testing: 1200/12500, ETA: 0:23:23, 8.05it/s [06/28 02:25:16] Vis4D INFO: Testing: 1250/12500, ETA: 0:23:18, 8.05it/s [06/28 02:25:22] Vis4D INFO: Testing: 1300/12500, ETA: 0:23:11, 8.05it/s [06/28 02:25:28] Vis4D INFO: Testing: 1350/12500, ETA: 0:23:03, 8.06it/s [06/28 02:25:34] Vis4D INFO: Testing: 1400/12500, ETA: 0:22:56, 8.06it/s [06/28 02:25:40] Vis4D INFO: Testing: 1450/12500, ETA: 0:22:49, 8.07it/s [06/28 02:25:46] Vis4D INFO: Testing: 1500/12500, ETA: 0:22:41, 8.08it/s [06/28 02:25:52] Vis4D INFO: Testing: 1550/12500, ETA: 0:22:34, 8.08it/s [06/28 02:25:58] Vis4D INFO: Testing: 1600/12500, ETA: 0:22:27, 8.09it/s [06/28 02:26:04] Vis4D INFO: Testing: 1650/12500, ETA: 0:22:20, 8.10it/s [06/28 02:26:11] Vis4D INFO: Testing: 1700/12500, ETA: 0:22:13, 8.10it/s [06/28 02:26:17] Vis4D INFO: Testing: 1750/12500, ETA: 0:22:06, 8.10it/s [06/28 02:26:23] Vis4D INFO: Testing: 1800/12500, ETA: 0:22:00, 8.10it/s [06/28 02:26:29] Vis4D INFO: Testing: 1850/12500, ETA: 0:21:52, 8.11it/s [06/28 02:26:35] Vis4D INFO: Testing: 1900/12500, ETA: 0:21:47, 8.11it/s [06/28 02:26:41] Vis4D INFO: Testing: 1950/12500, ETA: 0:21:41, 8.11it/s [06/28 02:26:47] Vis4D INFO: Testing: 2000/12500, ETA: 0:21:35, 8.11it/s [06/28 02:26:54] Vis4D INFO: Testing: 2050/12500, ETA: 0:21:29, 8.11it/s [06/28 02:27:00] Vis4D INFO: Testing: 2100/12500, ETA: 0:21:23, 8.10it/s [06/28 02:27:06] Vis4D INFO: Testing: 2150/12500, ETA: 0:21:17, 8.10it/s [06/28 02:27:12] Vis4D INFO: Testing: 2200/12500, ETA: 0:21:11, 8.10it/s [06/28 02:27:18] Vis4D INFO: Testing: 2250/12500, ETA: 0:21:05, 8.10it/s [06/28 02:27:25] Vis4D INFO: Testing: 2300/12500, ETA: 0:20:59, 8.10it/s [06/28 02:27:31] Vis4D INFO: Testing: 2350/12500, ETA: 0:20:52, 8.10it/s [06/28 02:27:37] Vis4D INFO: Testing: 2400/12500, ETA: 0:20:46, 8.10it/s [06/28 02:27:43] Vis4D INFO: Testing: 2450/12500, ETA: 0:20:40, 8.10it/s [06/28 02:27:49] Vis4D INFO: Testing: 2500/12500, ETA: 0:20:34, 8.10it/s [06/28 02:27:55] Vis4D INFO: Testing: 2550/12500, ETA: 0:20:28, 8.10it/s [06/28 02:28:01] Vis4D INFO: Testing: 2600/12500, ETA: 0:20:21, 8.10it/s [06/28 02:28:07] Vis4D INFO: Testing: 2650/12500, ETA: 0:20:14, 8.11it/s [06/28 02:28:13] Vis4D INFO: Testing: 2700/12500, ETA: 0:20:07, 8.11it/s [06/28 02:28:20] Vis4D INFO: Testing: 2750/12500, ETA: 0:20:01, 8.11it/s [06/28 02:28:26] Vis4D INFO: Testing: 2800/12500, ETA: 0:19:56, 8.11it/s [06/28 02:28:32] Vis4D INFO: Testing: 2850/12500, ETA: 0:19:49, 8.11it/s [06/28 02:28:38] Vis4D INFO: Testing: 2900/12500, ETA: 0:19:42, 8.12it/s [06/28 02:28:44] Vis4D INFO: Testing: 2950/12500, ETA: 0:19:37, 8.11it/s [06/28 02:28:50] Vis4D INFO: Testing: 3000/12500, ETA: 0:19:30, 8.12it/s [06/28 02:28:57] Vis4D INFO: Testing: 3050/12500, ETA: 0:19:25, 8.11it/s [06/28 02:29:03] Vis4D INFO: Testing: 3100/12500, ETA: 0:19:18, 8.11it/s [06/28 02:29:09] Vis4D INFO: Testing: 3150/12500, ETA: 0:19:12, 8.11it/s [06/28 02:29:15] Vis4D INFO: Testing: 3200/12500, ETA: 0:19:06, 8.11it/s [06/28 02:29:21] Vis4D INFO: Testing: 3250/12500, ETA: 0:19:01, 8.11it/s [06/28 02:29:28] Vis4D INFO: Testing: 3300/12500, ETA: 0:18:54, 8.11it/s [06/28 02:29:34] Vis4D INFO: Testing: 3350/12500, ETA: 0:18:47, 8.11it/s [06/28 02:29:40] Vis4D INFO: Testing: 3400/12500, ETA: 0:18:42, 8.11it/s [06/28 02:29:46] Vis4D INFO: Testing: 3450/12500, ETA: 0:18:36, 8.11it/s [06/28 02:29:52] Vis4D INFO: Testing: 3500/12500, ETA: 0:18:30, 8.11it/s [06/28 02:29:59] Vis4D INFO: Testing: 3550/12500, ETA: 0:18:24, 8.11it/s [06/28 02:30:05] Vis4D INFO: Testing: 3600/12500, ETA: 0:18:17, 8.11it/s [06/28 02:30:11] Vis4D INFO: Testing: 3650/12500, ETA: 0:18:11, 8.11it/s [06/28 02:30:17] Vis4D INFO: Testing: 3700/12500, ETA: 0:18:05, 8.10it/s [06/28 02:30:23] Vis4D INFO: Testing: 3750/12500, ETA: 0:17:59, 8.10it/s [06/28 02:30:30] Vis4D INFO: Testing: 3800/12500, ETA: 0:17:53, 8.10it/s [06/28 02:30:36] Vis4D INFO: Testing: 3850/12500, ETA: 0:17:47, 8.10it/s [06/28 02:30:42] Vis4D INFO: Testing: 3900/12500, ETA: 0:17:41, 8.10it/s [06/28 02:30:48] Vis4D INFO: Testing: 3950/12500, ETA: 0:17:35, 8.10it/s [06/28 02:30:54] Vis4D INFO: Testing: 4000/12500, ETA: 0:17:29, 8.10it/s [06/28 02:31:00] Vis4D INFO: Testing: 4050/12500, ETA: 0:17:22, 8.10it/s [06/28 02:31:07] Vis4D INFO: Testing: 4100/12500, ETA: 0:17:17, 8.10it/s [06/28 02:31:13] Vis4D INFO: Testing: 4150/12500, ETA: 0:17:11, 8.10it/s [06/28 02:31:19] Vis4D INFO: Testing: 4200/12500, ETA: 0:17:04, 8.10it/s [06/28 02:31:25] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:58, 8.10it/s [06/28 02:31:31] Vis4D INFO: Testing: 4300/12500, ETA: 0:16:52, 8.10it/s [06/28 02:31:38] Vis4D INFO: Testing: 4350/12500, ETA: 0:16:46, 8.10it/s [06/28 02:31:44] Vis4D INFO: Testing: 4400/12500, ETA: 0:16:39, 8.10it/s [06/28 02:31:50] Vis4D INFO: Testing: 4450/12500, ETA: 0:16:33, 8.10it/s [06/28 02:31:56] Vis4D INFO: Testing: 4500/12500, ETA: 0:16:26, 8.11it/s [06/28 02:32:02] Vis4D INFO: Testing: 4550/12500, ETA: 0:16:20, 8.11it/s [06/28 02:32:08] Vis4D INFO: Testing: 4600/12500, ETA: 0:16:14, 8.11it/s [06/28 02:32:14] Vis4D INFO: Testing: 4650/12500, ETA: 0:16:08, 8.11it/s [06/28 02:32:20] Vis4D INFO: Testing: 4700/12500, ETA: 0:16:01, 8.11it/s [06/28 02:32:26] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:55, 8.11it/s [06/28 02:32:32] Vis4D INFO: Testing: 4800/12500, ETA: 0:15:48, 8.12it/s [06/28 02:32:38] Vis4D INFO: Testing: 4850/12500, ETA: 0:15:41, 8.12it/s [06/28 02:32:44] Vis4D INFO: Testing: 4900/12500, ETA: 0:15:35, 8.12it/s [06/28 02:32:50] Vis4D INFO: Testing: 4950/12500, ETA: 0:15:29, 8.13it/s [06/28 02:32:56] Vis4D INFO: Testing: 5000/12500, ETA: 0:15:23, 8.13it/s [06/28 02:33:02] Vis4D INFO: Testing: 5050/12500, ETA: 0:15:16, 8.13it/s [06/28 02:33:08] Vis4D INFO: Testing: 5100/12500, ETA: 0:15:10, 8.12it/s [06/28 02:33:14] Vis4D INFO: Testing: 5150/12500, ETA: 0:15:04, 8.13it/s [06/28 02:33:20] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:58, 8.13it/s [06/28 02:33:26] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:51, 8.13it/s [06/28 02:33:32] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:45, 8.13it/s [06/28 02:33:39] Vis4D INFO: Testing: 5350/12500, ETA: 0:14:39, 8.13it/s [06/28 02:33:45] Vis4D INFO: Testing: 5400/12500, ETA: 0:14:33, 8.13it/s [06/28 02:33:51] Vis4D INFO: Testing: 5450/12500, ETA: 0:14:27, 8.13it/s [06/28 02:33:57] Vis4D INFO: Testing: 5500/12500, ETA: 0:14:21, 8.13it/s [06/28 02:34:03] Vis4D INFO: Testing: 5550/12500, ETA: 0:14:14, 8.13it/s [06/28 02:34:09] Vis4D INFO: Testing: 5600/12500, ETA: 0:14:08, 8.13it/s [06/28 02:34:16] Vis4D INFO: Testing: 5650/12500, ETA: 0:14:02, 8.13it/s [06/28 02:34:22] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:56, 8.13it/s [06/28 02:34:28] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:50, 8.13it/s [06/28 02:34:34] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:44, 8.13it/s [06/28 02:34:40] Vis4D INFO: Testing: 5850/12500, ETA: 0:13:38, 8.13it/s [06/28 02:34:47] Vis4D INFO: Testing: 5900/12500, ETA: 0:13:32, 8.13it/s [06/28 02:34:53] Vis4D INFO: Testing: 5950/12500, ETA: 0:13:25, 8.13it/s [06/28 02:34:59] Vis4D INFO: Testing: 6000/12500, ETA: 0:13:19, 8.13it/s [06/28 02:35:05] Vis4D INFO: Testing: 6050/12500, ETA: 0:13:13, 8.13it/s [06/28 02:35:11] Vis4D INFO: Testing: 6100/12500, ETA: 0:13:07, 8.13it/s [06/28 02:35:17] Vis4D INFO: Testing: 6150/12500, ETA: 0:13:01, 8.13it/s [06/28 02:35:23] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:54, 8.13it/s [06/28 02:35:30] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:48, 8.13it/s [06/28 02:35:36] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:42, 8.13it/s [06/28 02:35:42] Vis4D INFO: Testing: 6350/12500, ETA: 0:12:36, 8.13it/s [06/28 02:35:48] Vis4D INFO: Testing: 6400/12500, ETA: 0:12:30, 8.13it/s [06/28 02:35:54] Vis4D INFO: Testing: 6450/12500, ETA: 0:12:24, 8.13it/s [06/28 02:36:01] Vis4D INFO: Testing: 6500/12500, ETA: 0:12:18, 8.13it/s [06/28 02:36:07] Vis4D INFO: Testing: 6550/12500, ETA: 0:12:12, 8.13it/s [06/28 02:36:13] Vis4D INFO: Testing: 6600/12500, ETA: 0:12:06, 8.12it/s [06/28 02:36:19] Vis4D INFO: Testing: 6650/12500, ETA: 0:12:00, 8.12it/s [06/28 02:36:25] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:54, 8.12it/s [06/28 02:36:32] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:48, 8.12it/s [06/28 02:36:38] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:41, 8.12it/s [06/28 02:36:44] Vis4D INFO: Testing: 6850/12500, ETA: 0:11:35, 8.12it/s [06/28 02:36:50] Vis4D INFO: Testing: 6900/12500, ETA: 0:11:29, 8.12it/s [06/28 02:36:56] Vis4D INFO: Testing: 6950/12500, ETA: 0:11:23, 8.12it/s [06/28 02:37:03] Vis4D INFO: Testing: 7000/12500, ETA: 0:11:17, 8.12it/s [06/28 02:37:09] Vis4D INFO: Testing: 7050/12500, ETA: 0:11:11, 8.12it/s [06/28 02:37:15] Vis4D INFO: Testing: 7100/12500, ETA: 0:11:05, 8.12it/s [06/28 02:37:21] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:58, 8.12it/s [06/28 02:37:28] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:52, 8.12it/s [06/28 02:37:34] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:46, 8.12it/s [06/28 02:37:40] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:40, 8.12it/s [06/28 02:37:46] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:34, 8.12it/s [06/28 02:37:52] Vis4D INFO: Testing: 7400/12500, ETA: 0:10:28, 8.12it/s [06/28 02:37:59] Vis4D INFO: Testing: 7450/12500, ETA: 0:10:22, 8.11it/s [06/28 02:38:05] Vis4D INFO: Testing: 7500/12500, ETA: 0:10:16, 8.11it/s [06/28 02:38:11] Vis4D INFO: Testing: 7550/12500, ETA: 0:10:09, 8.12it/s [06/28 02:38:17] Vis4D INFO: Testing: 7600/12500, ETA: 0:10:03, 8.12it/s [06/28 02:38:23] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:57, 8.12it/s [06/28 02:38:29] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:51, 8.12it/s [06/28 02:38:35] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:45, 8.12it/s [06/28 02:38:41] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:38, 8.12it/s [06/28 02:38:47] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:32, 8.12it/s [06/28 02:38:53] Vis4D INFO: Testing: 7900/12500, ETA: 0:09:26, 8.12it/s [06/28 02:39:00] Vis4D INFO: Testing: 7950/12500, ETA: 0:09:20, 8.12it/s [06/28 02:39:06] Vis4D INFO: Testing: 8000/12500, ETA: 0:09:14, 8.12it/s [06/28 02:39:12] Vis4D INFO: Testing: 8050/12500, ETA: 0:09:07, 8.12it/s [06/28 02:39:18] Vis4D INFO: Testing: 8100/12500, ETA: 0:09:01, 8.12it/s [06/28 02:39:24] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:55, 8.12it/s [06/28 02:39:30] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:49, 8.13it/s [06/28 02:39:36] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:42, 8.13it/s [06/28 02:39:42] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:36, 8.13it/s [06/28 02:39:48] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:30, 8.13it/s [06/28 02:39:54] Vis4D INFO: Testing: 8400/12500, ETA: 0:08:24, 8.13it/s [06/28 02:40:00] Vis4D INFO: Testing: 8450/12500, ETA: 0:08:18, 8.13it/s [06/28 02:40:06] Vis4D INFO: Testing: 8500/12500, ETA: 0:08:12, 8.13it/s [06/28 02:40:12] Vis4D INFO: Testing: 8550/12500, ETA: 0:08:05, 8.13it/s [06/28 02:40:18] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:59, 8.13it/s [06/28 02:40:24] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:53, 8.13it/s [06/28 02:40:31] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:47, 8.13it/s [06/28 02:40:37] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:41, 8.13it/s [06/28 02:40:43] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:35, 8.13it/s [06/28 02:40:49] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:28, 8.13it/s [06/28 02:40:55] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:22, 8.13it/s [06/28 02:41:01] Vis4D INFO: Testing: 8950/12500, ETA: 0:07:16, 8.13it/s [06/28 02:41:08] Vis4D INFO: Testing: 9000/12500, ETA: 0:07:10, 8.13it/s [06/28 02:41:14] Vis4D INFO: Testing: 9050/12500, ETA: 0:07:04, 8.13it/s [06/28 02:41:20] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:58, 8.13it/s [06/28 02:41:26] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:52, 8.13it/s [06/28 02:41:32] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:45, 8.13it/s [06/28 02:41:38] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:39, 8.13it/s [06/28 02:41:44] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:33, 8.13it/s [06/28 02:41:51] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:27, 8.13it/s [06/28 02:41:57] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:21, 8.13it/s [06/28 02:42:03] Vis4D INFO: Testing: 9450/12500, ETA: 0:06:15, 8.13it/s [06/28 02:42:09] Vis4D INFO: Testing: 9500/12500, ETA: 0:06:08, 8.13it/s [06/28 02:42:15] Vis4D INFO: Testing: 9550/12500, ETA: 0:06:02, 8.13it/s [06/28 02:42:21] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:56, 8.13it/s [06/28 02:42:27] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:50, 8.13it/s [06/28 02:42:34] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:44, 8.13it/s [06/28 02:42:40] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:38, 8.13it/s [06/28 02:42:46] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:32, 8.13it/s [06/28 02:42:52] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:25, 8.13it/s [06/28 02:42:58] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:19, 8.13it/s [06/28 02:43:04] Vis4D INFO: Testing: 9950/12500, ETA: 0:05:13, 8.13it/s [06/28 02:43:11] Vis4D INFO: Testing: 10000/12500, ETA: 0:05:07, 8.13it/s [06/28 02:43:17] Vis4D INFO: Testing: 10050/12500, ETA: 0:05:01, 8.13it/s [06/28 02:43:23] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:55, 8.13it/s [06/28 02:43:29] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:48, 8.13it/s [06/28 02:43:35] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:42, 8.13it/s [06/28 02:43:41] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:36, 8.13it/s [06/28 02:43:47] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:30, 8.13it/s [06/28 02:43:54] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:24, 8.13it/s [06/28 02:44:00] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:18, 8.13it/s [06/28 02:44:06] Vis4D INFO: Testing: 10450/12500, ETA: 0:04:12, 8.13it/s [06/28 02:44:12] Vis4D INFO: Testing: 10500/12500, ETA: 0:04:06, 8.13it/s [06/28 02:44:18] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:59, 8.13it/s [06/28 02:44:25] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:53, 8.13it/s [06/28 02:44:31] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:47, 8.13it/s [06/28 02:44:37] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:41, 8.13it/s [06/28 02:44:43] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:35, 8.13it/s [06/28 02:44:49] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:29, 8.13it/s [06/28 02:44:55] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:22, 8.13it/s [06/28 02:45:01] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:16, 8.13it/s [06/28 02:45:07] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:10, 8.13it/s [06/28 02:45:14] Vis4D INFO: Testing: 11000/12500, ETA: 0:03:04, 8.13it/s [06/28 02:45:20] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:58, 8.13it/s [06/28 02:45:26] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:52, 8.13it/s [06/28 02:45:32] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:46, 8.13it/s [06/28 02:45:38] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:39, 8.13it/s [06/28 02:45:44] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:33, 8.13it/s [06/28 02:45:50] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:27, 8.13it/s [06/28 02:45:56] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:21, 8.13it/s [06/28 02:46:02] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:15, 8.13it/s [06/28 02:46:08] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:09, 8.14it/s [06/28 02:46:14] Vis4D INFO: Testing: 11500/12500, ETA: 0:02:02, 8.14it/s [06/28 02:46:20] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:56, 8.14it/s [06/28 02:46:26] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:50, 8.14it/s [06/28 02:46:32] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:44, 8.14it/s [06/28 02:46:39] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:38, 8.14it/s [06/28 02:46:45] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:32, 8.14it/s [06/28 02:46:51] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:26, 8.14it/s [06/28 02:46:57] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:19, 8.14it/s [06/28 02:47:03] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:13, 8.14it/s [06/28 02:47:09] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:07, 8.14it/s [06/28 02:47:15] Vis4D INFO: Testing: 12000/12500, ETA: 0:01:01, 8.14it/s [06/28 02:47:21] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:55, 8.14it/s [06/28 02:47:27] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:49, 8.14it/s [06/28 02:47:33] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:43, 8.14it/s [06/28 02:47:40] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:36, 8.14it/s [06/28 02:47:46] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:30, 8.14it/s [06/28 02:47:52] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:24, 8.14it/s [06/28 02:47:58] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:18, 8.14it/s [06/28 02:48:04] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:12, 8.14it/s [06/28 02:48:10] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:06, 8.14it/s [06/28 02:48:16] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.14it/s [06/28 02:48:16] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/28 02:48:16] Vis4D INFO: mIoU: 78.8698 [06/28 02:48:16] Vis4D INFO: Showing evaluation results for mIoU [06/28 02:48:16] Vis4D INFO: mIoU: 78.870% unlabeled: (nan%), building: (88.032%), fence: (56.842%), other: (nan%), pedestrian: (68.571%), pole: (61.413%), road line: (82.776%), road: (98.074%), sidewalk: (92.754%), vegetation: (79.486%), vehicle: (93.528%), wall: (86.722%), traffic sign: (57.622%), sky: (94.147%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (67.522%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (76.689%) [06/28 02:48:16] Vis4D INFO: Showing evaluation results for confusion_matrix [06/28 02:48:16] Vis4D INFO: +-----------+-----------+------------------------+------------------------+-------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Confusion | unlabeled | building | fence | other | pedestrian | pole | road line | road | sidewalk | vegetation | vehicle | wall | traffic sign | sky | ground | bridge | rail track | guard rail | traffic light | static | dynamic | water | terrain | +-----------+-----------+------------------------+------------------------+-------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ | Class_0 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_1 | nan | 0.9578690059896737 | 0.027078256484141455 | inf | 0.025542750091628083 | 0.038789799684750166 | 1.0725793533844437e-05 | 3.546888142817698e-05 | 0.0021421697712371546 | 0.017510810241046542 | 0.005503939292054785 | 0.013702444471704581 | 0.02730842069641988 | 0.004118106700399811 | inf | inf | inf | inf | 0.03774571473275694 | inf | inf | inf | 0.0028929763303643962 | | Class_2 | nan | 0.003920960293331099 | 0.6970890902675477 | inf | 0.007658864478912018 | 0.004979943721528012 | 1.66680809923182e-05 | 8.207691466693492e-05 | 0.0018886158365353392 | 0.0059062775667683256 | 0.0019219626110583013 | 0.0058443983544796295 | 0.00200253835155414 | 0.000449394636602065 | inf | inf | inf | inf | 0.001728140745483395 | inf | inf | inf | 0.007532551534677942 | | Class_3 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_4 | nan | 0.001409815697526091 | 0.005393820385809999 | inf | 0.7790688898579805 | 0.001477064488701077 | 0.0001276249312945093 | 0.000167714506397364 | 0.0011104668349638841 | 0.0007392128603836477 | 0.003998166465558503 | 0.002184516805603433 | 0.0006295084397786733 | 7.238403125007711e-07 | inf | inf | inf | inf | 4.5921976795195086e-05 | inf | inf | inf | 0.0005539313773012172 | | Class_5 | nan | 0.011094228814451924 | 0.008962572764269604 | inf | 0.004175913702675548 | 0.6930574572726592 | 9.535216320107422e-06 | 6.173831839214259e-05 | 0.0013195362771851842 | 0.0047207575597024804 | 0.0009158714032544713 | 0.003892700174440913 | 0.024566891192029934 | 0.001693016563102731 | inf | inf | inf | inf | 0.032779613867592275 | inf | inf | inf | 0.002900247011737712 | | Class_6 | nan | 1.4619273364068044e-05 | 0.00012548296593677748 | inf | 0.0011696101949513816 | 5.1029923710960384e-05 | 0.8668816500538162 | 0.004348500688874541 | 0.0009369878173348672 | 3.001935313992145e-05 | 0.0004945368319845427 | 3.404868338115701e-05 | 8.923355923152059e-07 | 8.68667068721785e-08 | inf | inf | nan | inf | 5.3562840827171527e-05 | inf | inf | inf | 3.9805090716671584e-05 | | Class_7 | nan | 0.0001918697282221877 | 0.0043181585264169915 | inf | 0.0164425374272791 | 0.001374272369286473 | 0.04547971747496732 | 0.9926231759349275 | 0.014557917584599279 | 0.0005067383703418064 | 0.009856894313417044 | 0.0018292041503329417 | 3.2604569719209446e-05 | 3.912963635406054e-06 | inf | inf | nan | inf | 2.7952507614466573e-05 | inf | inf | inf | 0.0018996185561425034 | | Class_8 | nan | 0.0020392754649256753 | 0.014789291353399714 | inf | 0.01714287647938688 | 0.0062638141932147276 | 0.0005159262136062273 | 0.0029673412881376406 | 0.9580440567548558 | 0.0009743331212667438 | 0.002895963529304854 | 0.004319664660049628 | 2.3269366599604213e-05 | 6.245011899459319e-07 | inf | inf | inf | inf | 8.370393763672684e-06 | inf | inf | inf | 0.004982546095348016 | | Class_9 | nan | 0.023394953803035443 | 0.08573567156256767 | inf | 0.016331654740895145 | 0.02503668491753528 | 0.00036286461780457704 | 0.0007738947169147467 | 0.00245339734130299 | 0.8930416844639381 | 0.004675342478536635 | 0.00990643377912134 | 0.02529215410498397 | 0.01520724036185186 | inf | inf | inf | inf | 0.014437431786570318 | inf | inf | inf | 0.0606636492277839 | | Class_10 | nan | 0.0035644738593644475 | 0.009607547997519932 | inf | 0.0315978141878155 | 0.0019908768343890743 | 0.0007238709459521046 | 0.0023322706347135625 | 0.00083890353013361 | 0.0010917682885903824 | 0.9684306421374453 | 0.003371727821439532 | 0.004824240776853638 | 5.5944653708819476e-05 | inf | inf | inf | inf | 0.00022880356164094274 | inf | inf | inf | 0.0012227222725283435 | | Class_11 | nan | 0.0047687084864119315 | 0.013103252222197857 | inf | 0.006598185212006138 | 0.004730441133002674 | 5.288706495443057e-06 | 6.598992284172666e-05 | 0.0011947928781202793 | 0.001501018582404625 | 0.001851995454387435 | 0.9149407254853901 | 0.0027139357422275856 | 5.4304751148002814e-05 | inf | inf | inf | inf | 8.074742240827363e-05 | inf | inf | inf | 0.005514227846153472 | | Class_12 | nan | 0.0011082673762572368 | 0.00066576886649464 | inf | 0.0006469318466646433 | 0.002292280885070652 | 5.641993502486681e-06 | 5.32175801578262e-07 | 6.994581027680314e-07 | 0.00026371096044616586 | 0.00012266573141029086 | 0.0003205374385253443 | 0.6345168448935409 | 1.899592928759879e-05 | inf | inf | nan | inf | 0.006097486290120535 | inf | inf | inf | 0.000284823539562273 | | Class_13 | nan | 0.03292220246269626 | 0.006198894575600353 | inf | 0.00020687371012061853 | 0.030025910074258894 | 3.320897866210069e-07 | 1.203833263607296e-05 | 1.4477069464639714e-05 | 0.055728149360425035 | 0.0006799770303130071 | 0.0004894009465766067 | 0.006192191239872849 | 0.9638415404555827 | inf | inf | inf | inf | 0.022451392681856884 | inf | inf | nan | 0.003284785034442556 | | Class_14 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_15 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_16 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_17 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_18 | nan | 0.0011869309396180764 | 0.000578910374795203 | inf | 0.00019669668449868283 | 0.00426247440501609 | 0.0 | 3.837936829289762e-07 | 2.2123435199372241e-07 | 0.0003695421858302654 | 5.937125700610158e-05 | 2.634692518580454e-05 | 0.0015613127217539748 | 0.0001079001886794176 | inf | inf | inf | inf | 0.7542496546732619 | inf | inf | nan | 0.00016175110084067537 | | Class_19 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_20 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_21 | nan | 0.0 | 0.0 | nan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | nan | nan | nan | 0.0 | | Class_22 | nan | 0.0024790644860115457 | 0.04979852201378982 | inf | 0.008435030609844256 | 0.007252435292931372 | 4.423153328186177e-06 | 0.0012688659859931104 | 0.006429584992631942 | 0.03417610788256665 | 0.0024687736438568993 | 0.009110864609440524 | 0.006027795567288625 | 0.0020504947785584633 | inf | inf | inf | inf | 0.0013505131185764187 | inf | inf | inf | 0.8373933138234907 | +-----------+-----------+------------------------+------------------------+-------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+------------------------+-----------------------+------------------------+------------------------+--------+--------+------------+------------+------------------------+--------+---------+-------+------------------------+ [06/28 02:48:17] Vis4D INFO: `Trainer.fit` stopped: `max_steps=160000` reached.