[06/22 17:20:19] 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 [06/22 17:20:19] 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_40k_shift_all_domains/2023-06-22_17-20-14 - class_path: vis4d.engine.callbacks.evaluator.EvaluatorCallback init_args: evaluator: class_path: vis4d.eval.shift.seg.SHIFTSegEvaluator metrics: - mIoU 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_40k_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: 40000 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_40k_shift_all_domains/2023-06-22_17-20-14 params: augment_prob: 0.5 lr: 0.01 num_classes: 23 num_steps: 40000 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_40k_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: 40000 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: 2023-06-22_17-20-14 wandb: True work_dir: vis4d-workspace timestamp: 2023-06-22_17-20-14 version: 2023-06-22_17-20-14 work_dir: vis4d-workspace [06/22 17:20:50] Vis4D INFO: GPU available: True (cuda), used: True [06/22 17:20:50] Vis4D INFO: TPU available: False, using: 0 TPU cores [06/22 17:20:50] Vis4D INFO: IPU available: False, using: 0 IPUs [06/22 17:20:50] Vis4D INFO: HPU available: False, using: 0 HPUs [06/22 17:20:50] Vis4D INFO: Global seed set to 1397991011 [06/22 17:21:33] 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 39.22 seconds. [06/22 17:21:41] 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 5.23 seconds. [06/22 17:21:58] Vis4D INFO: Epoch 1: 50/75000, ETA: 6:54:17, 3.02it/s, loss: 6.1428, loss_seg: 6.1428, _pixel_acc: 0.3663 [06/22 17:22:12] Vis4D INFO: Epoch 1: 100/75000, ETA: 6:18:42, 3.30it/s, loss: 1.7132, loss_seg: 1.7132, _pixel_acc: 0.6141 [06/22 17:22:26] Vis4D INFO: Epoch 1: 150/75000, ETA: 6:06:21, 3.41it/s, loss: 1.1985, loss_seg: 1.1985, _pixel_acc: 0.6896 [06/22 17:22:39] Vis4D INFO: Epoch 1: 200/75000, ETA: 5:53:27, 3.53it/s, loss: 1.3809, loss_seg: 1.3809, _pixel_acc: 0.6202 [06/22 17:22:53] Vis4D INFO: Epoch 1: 250/75000, ETA: 5:52:01, 3.54it/s, loss: 1.3759, loss_seg: 1.3759, _pixel_acc: 0.6350 [06/22 17:23:04] Vis4D INFO: Epoch 1: 300/75000, ETA: 5:42:38, 3.63it/s, loss: 1.7946, loss_seg: 1.7946, _pixel_acc: 0.5790 [06/22 17:23:16] Vis4D INFO: Epoch 1: 350/75000, ETA: 5:36:14, 3.70it/s, loss: 1.7483, loss_seg: 1.7483, _pixel_acc: 0.5250 [06/22 17:23:28] Vis4D INFO: Epoch 1: 400/75000, ETA: 5:30:47, 3.76it/s, loss: 1.7171, loss_seg: 1.7171, _pixel_acc: 0.5355 [06/22 17:23:39] Vis4D INFO: Epoch 1: 450/75000, ETA: 5:23:46, 3.84it/s, loss: 1.6341, loss_seg: 1.6341, _pixel_acc: 0.5540 [06/22 17:23:49] Vis4D INFO: Epoch 1: 500/75000, ETA: 5:16:51, 3.92it/s, loss: 1.8060, loss_seg: 1.8060, _pixel_acc: 0.5474 [06/22 17:24:00] Vis4D INFO: Epoch 1: 550/75000, ETA: 5:11:33, 3.98it/s, loss: 1.6947, loss_seg: 1.6947, _pixel_acc: 0.5449 [06/22 17:24:11] Vis4D INFO: Epoch 1: 600/75000, ETA: 5:08:07, 4.02it/s, loss: 1.7566, loss_seg: 1.7566, _pixel_acc: 0.5303 [06/22 17:24:20] Vis4D INFO: Epoch 1: 650/75000, ETA: 5:02:24, 4.10it/s, loss: 1.7185, loss_seg: 1.7185, _pixel_acc: 0.5346 [06/22 17:24:30] Vis4D INFO: Epoch 1: 700/75000, ETA: 4:57:53, 4.16it/s, loss: 1.4480, loss_seg: 1.4480, _pixel_acc: 0.5830 [06/22 17:24:40] Vis4D INFO: Epoch 1: 750/75000, ETA: 4:54:09, 4.21it/s, loss: 1.4941, loss_seg: 1.4941, _pixel_acc: 0.5712 [06/22 17:24:50] Vis4D INFO: Epoch 1: 800/75000, ETA: 4:50:34, 4.26it/s, loss: 1.7688, loss_seg: 1.7688, _pixel_acc: 0.5219 [06/22 17:25:00] Vis4D INFO: Epoch 1: 850/75000, ETA: 4:48:38, 4.28it/s, loss: 1.5896, loss_seg: 1.5896, _pixel_acc: 0.5472 [06/22 17:25:10] Vis4D INFO: Epoch 1: 900/75000, ETA: 4:45:45, 4.32it/s, loss: 1.5961, loss_seg: 1.5961, _pixel_acc: 0.5547 [06/22 17:25:20] Vis4D INFO: Epoch 1: 950/75000, ETA: 4:42:50, 4.36it/s, loss: 1.4397, loss_seg: 1.4397, _pixel_acc: 0.5817 [06/22 17:25:28] Vis4D INFO: Epoch 1: 1000/75000, ETA: 4:39:17, 4.42it/s, loss: 1.4363, loss_seg: 1.4363, _pixel_acc: 0.6019 [06/22 17:25:37] Vis4D INFO: Epoch 1: 1050/75000, ETA: 4:35:51, 4.47it/s, loss: 1.4573, loss_seg: 1.4573, _pixel_acc: 0.5783 [06/22 17:25:46] Vis4D INFO: Epoch 1: 1100/75000, ETA: 4:33:06, 4.51it/s, loss: 1.4191, loss_seg: 1.4191, _pixel_acc: 0.5750 [06/22 17:25:55] Vis4D INFO: Epoch 1: 1150/75000, ETA: 4:30:49, 4.54it/s, loss: 1.3772, loss_seg: 1.3772, _pixel_acc: 0.6006 [06/22 17:26:05] Vis4D INFO: Epoch 1: 1200/75000, ETA: 4:29:15, 4.57it/s, loss: 1.3253, loss_seg: 1.3253, _pixel_acc: 0.6224 [06/22 17:26:14] Vis4D INFO: Epoch 1: 1250/75000, ETA: 4:27:52, 4.59it/s, loss: 1.4530, loss_seg: 1.4530, _pixel_acc: 0.5695 [06/22 17:26:23] Vis4D INFO: Epoch 1: 1300/75000, ETA: 4:25:32, 4.63it/s, loss: 1.3429, loss_seg: 1.3429, _pixel_acc: 0.6033 [06/22 17:26:32] Vis4D INFO: Epoch 1: 1350/75000, ETA: 4:24:07, 4.65it/s, loss: 1.2958, loss_seg: 1.2958, _pixel_acc: 0.6044 [06/22 17:26:40] Vis4D INFO: Epoch 1: 1400/75000, ETA: 4:21:33, 4.69it/s, loss: 1.2430, loss_seg: 1.2430, _pixel_acc: 0.6320 [06/22 17:26:49] Vis4D INFO: Epoch 1: 1450/75000, ETA: 4:20:00, 4.71it/s, loss: 1.2059, loss_seg: 1.2059, _pixel_acc: 0.6324 [06/22 17:26:58] Vis4D INFO: Epoch 1: 1500/75000, ETA: 4:17:55, 4.75it/s, loss: 1.2205, loss_seg: 1.2205, _pixel_acc: 0.6329 [06/22 17:27:06] Vis4D INFO: Epoch 1: 1550/75000, ETA: 4:16:13, 4.78it/s, loss: 1.2847, loss_seg: 1.2847, _pixel_acc: 0.6144 [06/22 17:27:15] Vis4D INFO: Epoch 1: 1600/75000, ETA: 4:14:45, 4.80it/s, loss: 1.1571, loss_seg: 1.1571, _pixel_acc: 0.6422 [06/22 17:27:23] Vis4D INFO: Epoch 1: 1650/75000, ETA: 4:12:43, 4.84it/s, loss: 1.2809, loss_seg: 1.2809, _pixel_acc: 0.6165 [06/22 17:27:31] Vis4D INFO: Epoch 1: 1700/75000, ETA: 4:10:58, 4.87it/s, loss: 1.2553, loss_seg: 1.2553, _pixel_acc: 0.6288 [06/22 17:27:40] Vis4D INFO: Epoch 1: 1750/75000, ETA: 4:09:46, 4.89it/s, loss: 1.2073, loss_seg: 1.2073, _pixel_acc: 0.6286 [06/22 17:27:48] Vis4D INFO: Epoch 1: 1800/75000, ETA: 4:08:02, 4.92it/s, loss: 1.2137, loss_seg: 1.2137, _pixel_acc: 0.6246 [06/22 17:27:57] Vis4D INFO: Epoch 1: 1850/75000, ETA: 4:07:16, 4.93it/s, loss: 1.1878, loss_seg: 1.1878, _pixel_acc: 0.6380 [06/22 17:28:06] Vis4D INFO: Epoch 1: 1900/75000, ETA: 4:06:04, 4.95it/s, loss: 1.0518, loss_seg: 1.0518, _pixel_acc: 0.6834 [06/22 17:28:14] Vis4D INFO: Epoch 1: 1950/75000, ETA: 4:05:02, 4.97it/s, loss: 1.1028, loss_seg: 1.1028, _pixel_acc: 0.6630 [06/22 17:28:22] Vis4D INFO: Epoch 1: 2000/75000, ETA: 4:03:38, 4.99it/s, loss: 1.0967, loss_seg: 1.0967, _pixel_acc: 0.6700 [06/22 17:28:31] Vis4D INFO: Epoch 1: 2050/75000, ETA: 4:02:21, 5.02it/s, loss: 1.1599, loss_seg: 1.1599, _pixel_acc: 0.6501 [06/22 17:28:38] Vis4D INFO: Epoch 1: 2100/75000, ETA: 4:00:47, 5.05it/s, loss: 1.0231, loss_seg: 1.0231, _pixel_acc: 0.6901 [06/22 17:28:47] Vis4D INFO: Epoch 1: 2150/75000, ETA: 4:00:04, 5.06it/s, loss: 1.2815, loss_seg: 1.2815, _pixel_acc: 0.6239 [06/22 17:28:55] Vis4D INFO: Epoch 1: 2200/75000, ETA: 3:58:48, 5.08it/s, loss: 1.1584, loss_seg: 1.1584, _pixel_acc: 0.6528 [06/22 17:29:02] Vis4D INFO: Epoch 1: 2250/75000, ETA: 3:57:14, 5.11it/s, loss: 1.2572, loss_seg: 1.2572, _pixel_acc: 0.6305 [06/22 17:29:10] Vis4D INFO: Epoch 1: 2300/75000, ETA: 3:56:09, 5.13it/s, loss: 1.2774, loss_seg: 1.2774, _pixel_acc: 0.6100 [06/22 17:29:17] Vis4D INFO: Epoch 1: 2350/75000, ETA: 3:54:38, 5.16it/s, loss: 1.1897, loss_seg: 1.1897, _pixel_acc: 0.6502 [06/22 17:29:25] Vis4D INFO: Epoch 1: 2400/75000, ETA: 3:53:20, 5.19it/s, loss: 1.1320, loss_seg: 1.1320, _pixel_acc: 0.6503 [06/22 17:29:32] Vis4D INFO: Epoch 1: 2450/75000, ETA: 3:51:54, 5.21it/s, loss: 1.1414, loss_seg: 1.1414, _pixel_acc: 0.6472 [06/22 17:29:39] Vis4D INFO: Epoch 1: 2500/75000, ETA: 3:50:32, 5.24it/s, loss: 1.1599, loss_seg: 1.1599, _pixel_acc: 0.6415 [06/22 17:29:46] Vis4D INFO: Epoch 1: 2550/75000, ETA: 3:49:21, 5.26it/s, loss: 1.0719, loss_seg: 1.0719, _pixel_acc: 0.6732 [06/22 17:29:53] Vis4D INFO: Epoch 1: 2600/75000, ETA: 3:48:01, 5.29it/s, loss: 1.1075, loss_seg: 1.1075, _pixel_acc: 0.6595 [06/22 17:30:01] Vis4D INFO: Epoch 1: 2650/75000, ETA: 3:46:58, 5.31it/s, loss: 1.1326, loss_seg: 1.1326, _pixel_acc: 0.6540 [06/22 17:30:07] Vis4D INFO: Epoch 1: 2700/75000, ETA: 3:45:34, 5.34it/s, loss: 1.0658, loss_seg: 1.0658, _pixel_acc: 0.6664 [06/22 17:30:15] Vis4D INFO: Epoch 1: 2750/75000, ETA: 3:44:34, 5.36it/s, loss: 1.1174, loss_seg: 1.1174, _pixel_acc: 0.6589 [06/22 17:30:22] Vis4D INFO: Epoch 1: 2800/75000, ETA: 3:43:22, 5.39it/s, loss: 1.0485, loss_seg: 1.0485, _pixel_acc: 0.6782 [06/22 17:30:29] Vis4D INFO: Epoch 1: 2850/75000, ETA: 3:42:16, 5.41it/s, loss: 1.0517, loss_seg: 1.0517, _pixel_acc: 0.6773 [06/22 17:30:35] Vis4D INFO: Epoch 1: 2900/75000, ETA: 3:40:56, 5.44it/s, loss: 1.0018, loss_seg: 1.0018, _pixel_acc: 0.6885 [06/22 17:30:42] Vis4D INFO: Epoch 1: 2950/75000, ETA: 3:39:44, 5.46it/s, loss: 1.0123, loss_seg: 1.0123, _pixel_acc: 0.6946 [06/22 17:30:49] Vis4D INFO: Epoch 1: 3000/75000, ETA: 3:38:57, 5.48it/s, loss: 1.0627, loss_seg: 1.0627, _pixel_acc: 0.6710 [06/22 17:30:56] Vis4D INFO: Epoch 1: 3050/75000, ETA: 3:37:50, 5.50it/s, loss: 1.0091, loss_seg: 1.0091, _pixel_acc: 0.6998 [06/22 17:31:03] Vis4D INFO: Epoch 1: 3100/75000, ETA: 3:36:45, 5.53it/s, loss: 1.0450, loss_seg: 1.0450, _pixel_acc: 0.6886 [06/22 17:31:09] Vis4D INFO: Epoch 1: 3150/75000, ETA: 3:35:35, 5.55it/s, loss: 0.9811, loss_seg: 0.9811, _pixel_acc: 0.7058 [06/22 17:31:16] Vis4D INFO: Epoch 1: 3200/75000, ETA: 3:34:39, 5.57it/s, loss: 0.9565, loss_seg: 0.9565, _pixel_acc: 0.7027 [06/22 17:31:23] Vis4D INFO: Epoch 1: 3250/75000, ETA: 3:33:56, 5.59it/s, loss: 1.0330, loss_seg: 1.0330, _pixel_acc: 0.6917 [06/22 17:31:30] Vis4D INFO: Epoch 1: 3300/75000, ETA: 3:33:08, 5.61it/s, loss: 0.9230, loss_seg: 0.9230, _pixel_acc: 0.7125 [06/22 17:31:38] Vis4D INFO: Epoch 1: 3350/75000, ETA: 3:32:19, 5.62it/s, loss: 1.0107, loss_seg: 1.0107, _pixel_acc: 0.6954 [06/22 17:31:44] Vis4D INFO: Epoch 1: 3400/75000, ETA: 3:31:20, 5.65it/s, loss: 1.0505, loss_seg: 1.0505, _pixel_acc: 0.6813 [06/22 17:31:51] Vis4D INFO: Epoch 1: 3450/75000, ETA: 3:30:33, 5.66it/s, loss: 1.0717, loss_seg: 1.0717, _pixel_acc: 0.6780 [06/22 17:31:57] Vis4D INFO: Epoch 1: 3500/75000, ETA: 3:29:36, 5.69it/s, loss: 0.9744, loss_seg: 0.9744, _pixel_acc: 0.7122 [06/22 17:32:04] Vis4D INFO: Epoch 1: 3550/75000, ETA: 3:28:41, 5.71it/s, loss: 1.0232, loss_seg: 1.0232, _pixel_acc: 0.6809 [06/22 17:32:11] Vis4D INFO: Epoch 1: 3600/75000, ETA: 3:27:56, 5.72it/s, loss: 0.9981, loss_seg: 0.9981, _pixel_acc: 0.6959 [06/22 17:32:17] Vis4D INFO: Epoch 1: 3650/75000, ETA: 3:27:02, 5.74it/s, loss: 0.8757, loss_seg: 0.8757, _pixel_acc: 0.7259 [06/22 17:32:24] Vis4D INFO: Epoch 1: 3700/75000, ETA: 3:26:19, 5.76it/s, loss: 0.9625, loss_seg: 0.9625, _pixel_acc: 0.7069 [06/22 17:32:31] Vis4D INFO: Epoch 1: 3750/75000, ETA: 3:25:34, 5.78it/s, loss: 0.9385, loss_seg: 0.9385, _pixel_acc: 0.7166 [06/22 17:32:37] Vis4D INFO: Epoch 1: 3800/75000, ETA: 3:24:40, 5.80it/s, loss: 0.8727, loss_seg: 0.8727, _pixel_acc: 0.7256 [06/22 17:32:43] Vis4D INFO: Epoch 1: 3850/75000, ETA: 3:23:43, 5.82it/s, loss: 0.8577, loss_seg: 0.8577, _pixel_acc: 0.7364 [06/22 17:32:50] Vis4D INFO: Epoch 1: 3900/75000, ETA: 3:23:00, 5.84it/s, loss: 0.9237, loss_seg: 0.9237, _pixel_acc: 0.7095 [06/22 17:32:57] Vis4D INFO: Epoch 1: 3950/75000, ETA: 3:22:19, 5.85it/s, loss: 0.8815, loss_seg: 0.8815, _pixel_acc: 0.7309 [06/22 17:33:03] Vis4D INFO: Epoch 1: 4000/75000, ETA: 3:21:32, 5.87it/s, loss: 0.8601, loss_seg: 0.8601, _pixel_acc: 0.7349 [06/22 17:33:09] Vis4D INFO: Epoch 1: 4050/75000, ETA: 3:20:44, 5.89it/s, loss: 0.8373, loss_seg: 0.8373, _pixel_acc: 0.7384 [06/22 17:33:16] Vis4D INFO: Epoch 1: 4100/75000, ETA: 3:19:55, 5.91it/s, loss: 0.8575, loss_seg: 0.8575, _pixel_acc: 0.7370 [06/22 17:33:21] Vis4D INFO: Epoch 1: 4150/75000, ETA: 3:19:01, 5.93it/s, loss: 0.8704, loss_seg: 0.8704, _pixel_acc: 0.7366 [06/22 17:33:28] Vis4D INFO: Epoch 1: 4200/75000, ETA: 3:18:31, 5.94it/s, loss: 0.9079, loss_seg: 0.9079, _pixel_acc: 0.7248 [06/22 17:33:35] Vis4D INFO: Epoch 1: 4250/75000, ETA: 3:17:48, 5.96it/s, loss: 0.8583, loss_seg: 0.8583, _pixel_acc: 0.7378 [06/22 17:33:41] Vis4D INFO: Epoch 1: 4300/75000, ETA: 3:17:09, 5.98it/s, loss: 0.8717, loss_seg: 0.8717, _pixel_acc: 0.7328 [06/22 17:33:47] Vis4D INFO: Epoch 1: 4350/75000, ETA: 3:16:24, 6.00it/s, loss: 0.9138, loss_seg: 0.9138, _pixel_acc: 0.7174 [06/22 17:33:53] Vis4D INFO: Epoch 1: 4400/75000, ETA: 3:15:38, 6.01it/s, loss: 0.9203, loss_seg: 0.9203, _pixel_acc: 0.7247 [06/22 17:33:59] Vis4D INFO: Epoch 1: 4450/75000, ETA: 3:14:49, 6.04it/s, loss: 0.8114, loss_seg: 0.8114, _pixel_acc: 0.7498 [06/22 17:34:05] Vis4D INFO: Epoch 1: 4500/75000, ETA: 3:14:06, 6.05it/s, loss: 0.8280, loss_seg: 0.8280, _pixel_acc: 0.7449 [06/22 17:34:12] Vis4D INFO: Epoch 1: 4550/75000, ETA: 3:13:34, 6.07it/s, loss: 0.8084, loss_seg: 0.8084, _pixel_acc: 0.7504 [06/22 17:34:18] Vis4D INFO: Epoch 1: 4600/75000, ETA: 3:12:52, 6.08it/s, loss: 0.7935, loss_seg: 0.7935, _pixel_acc: 0.7578 [06/22 17:34:24] Vis4D INFO: Epoch 1: 4650/75000, ETA: 3:12:16, 6.10it/s, loss: 0.8733, loss_seg: 0.8733, _pixel_acc: 0.7421 [06/22 17:34:31] Vis4D INFO: Epoch 1: 4700/75000, ETA: 3:11:37, 6.11it/s, loss: 0.8226, loss_seg: 0.8226, _pixel_acc: 0.7395 [06/22 17:34:37] Vis4D INFO: Epoch 1: 4750/75000, ETA: 3:10:59, 6.13it/s, loss: 0.8238, loss_seg: 0.8238, _pixel_acc: 0.7505 [06/22 17:34:43] Vis4D INFO: Epoch 1: 4800/75000, ETA: 3:10:23, 6.15it/s, loss: 0.7803, loss_seg: 0.7803, _pixel_acc: 0.7620 [06/22 17:34:49] Vis4D INFO: Epoch 1: 4850/75000, ETA: 3:09:41, 6.16it/s, loss: 0.7547, loss_seg: 0.7547, _pixel_acc: 0.7671 [06/22 17:34:55] Vis4D INFO: Epoch 1: 4900/75000, ETA: 3:09:07, 6.18it/s, loss: 0.7871, loss_seg: 0.7871, _pixel_acc: 0.7527 [06/22 17:35:02] Vis4D INFO: Epoch 1: 4950/75000, ETA: 3:08:36, 6.19it/s, loss: 0.7432, loss_seg: 0.7432, _pixel_acc: 0.7673 [06/22 17:35:08] Vis4D INFO: Epoch 1: 5000/75000, ETA: 3:08:04, 6.20it/s, loss: 0.7680, loss_seg: 0.7680, _pixel_acc: 0.7661 [06/22 17:35:14] Vis4D INFO: Epoch 1: 5050/75000, ETA: 3:07:28, 6.22it/s, loss: 0.8006, loss_seg: 0.8006, _pixel_acc: 0.7625 [06/22 17:35:20] Vis4D INFO: Epoch 1: 5100/75000, ETA: 3:06:54, 6.23it/s, loss: 0.8328, loss_seg: 0.8328, _pixel_acc: 0.7467 [06/22 17:35:26] Vis4D INFO: Epoch 1: 5150/75000, ETA: 3:06:17, 6.25it/s, loss: 0.8433, loss_seg: 0.8433, _pixel_acc: 0.7482 [06/22 17:35:32] Vis4D INFO: Epoch 1: 5200/75000, ETA: 3:05:39, 6.27it/s, loss: 0.7786, loss_seg: 0.7786, _pixel_acc: 0.7670 [06/22 17:35:38] Vis4D INFO: Epoch 1: 5250/75000, ETA: 3:05:09, 6.28it/s, loss: 0.8427, loss_seg: 0.8427, _pixel_acc: 0.7512 [06/22 17:35:44] Vis4D INFO: Epoch 1: 5300/75000, ETA: 3:04:31, 6.30it/s, loss: 0.6919, loss_seg: 0.6919, _pixel_acc: 0.7884 [06/22 17:35:50] Vis4D INFO: Epoch 1: 5350/75000, ETA: 3:03:59, 6.31it/s, loss: 0.7533, loss_seg: 0.7533, _pixel_acc: 0.7707 [06/22 17:35:56] Vis4D INFO: Epoch 1: 5400/75000, ETA: 3:03:30, 6.32it/s, loss: 0.6693, loss_seg: 0.6693, _pixel_acc: 0.7947 [06/22 17:36:02] Vis4D INFO: Epoch 1: 5450/75000, ETA: 3:03:01, 6.33it/s, loss: 0.7076, loss_seg: 0.7076, _pixel_acc: 0.7842 [06/22 17:36:08] Vis4D INFO: Epoch 1: 5500/75000, ETA: 3:02:27, 6.35it/s, loss: 0.6407, loss_seg: 0.6407, _pixel_acc: 0.7993 [06/22 17:36:14] Vis4D INFO: Epoch 1: 5550/75000, ETA: 3:01:54, 6.36it/s, loss: 0.7598, loss_seg: 0.7598, _pixel_acc: 0.7722 [06/22 17:36:20] Vis4D INFO: Epoch 1: 5600/75000, ETA: 3:01:21, 6.38it/s, loss: 0.8661, loss_seg: 0.8661, _pixel_acc: 0.7535 [06/22 17:36:26] Vis4D INFO: Epoch 1: 5650/75000, ETA: 3:00:50, 6.39it/s, loss: 0.7812, loss_seg: 0.7812, _pixel_acc: 0.7640 [06/22 17:36:32] Vis4D INFO: Epoch 1: 5700/75000, ETA: 3:00:21, 6.40it/s, loss: 0.7484, loss_seg: 0.7484, _pixel_acc: 0.7711 [06/22 17:36:38] Vis4D INFO: Epoch 1: 5750/75000, ETA: 2:59:53, 6.42it/s, loss: 0.7721, loss_seg: 0.7721, _pixel_acc: 0.7620 [06/22 17:36:45] Vis4D INFO: Epoch 1: 5800/75000, ETA: 2:59:33, 6.42it/s, loss: 0.6830, loss_seg: 0.6830, _pixel_acc: 0.7891 [06/22 17:36:51] Vis4D INFO: Epoch 1: 5850/75000, ETA: 2:59:04, 6.44it/s, loss: 0.7418, loss_seg: 0.7418, _pixel_acc: 0.7693 [06/22 17:36:57] Vis4D INFO: Epoch 1: 5900/75000, ETA: 2:58:33, 6.45it/s, loss: 0.7683, loss_seg: 0.7683, _pixel_acc: 0.7610 [06/22 17:37:02] Vis4D INFO: Epoch 1: 5950/75000, ETA: 2:58:03, 6.46it/s, loss: 0.7319, loss_seg: 0.7319, _pixel_acc: 0.7726 [06/22 17:37:08] Vis4D INFO: Epoch 1: 6000/75000, ETA: 2:57:35, 6.48it/s, loss: 0.7465, loss_seg: 0.7465, _pixel_acc: 0.7698 [06/22 17:37:14] Vis4D INFO: Epoch 1: 6050/75000, ETA: 2:57:08, 6.49it/s, loss: 0.8254, loss_seg: 0.8254, _pixel_acc: 0.7467 [06/22 17:37:20] Vis4D INFO: Epoch 1: 6100/75000, ETA: 2:56:41, 6.50it/s, loss: 0.7305, loss_seg: 0.7305, _pixel_acc: 0.7786 [06/22 17:37:27] Vis4D INFO: Epoch 1: 6150/75000, ETA: 2:56:17, 6.51it/s, loss: 0.6755, loss_seg: 0.6755, _pixel_acc: 0.7937 [06/22 17:37:33] Vis4D INFO: Epoch 1: 6200/75000, ETA: 2:55:49, 6.52it/s, loss: 0.7061, loss_seg: 0.7061, _pixel_acc: 0.7813 [06/22 17:37:38] Vis4D INFO: Epoch 1: 6250/75000, ETA: 2:55:20, 6.53it/s, loss: 0.6876, loss_seg: 0.6876, _pixel_acc: 0.7948 [06/22 17:37:44] Vis4D INFO: Epoch 1: 6300/75000, ETA: 2:54:52, 6.55it/s, loss: 0.6217, loss_seg: 0.6217, _pixel_acc: 0.8112 [06/22 17:37:50] Vis4D INFO: Epoch 1: 6350/75000, ETA: 2:54:24, 6.56it/s, loss: 0.6242, loss_seg: 0.6242, _pixel_acc: 0.8077 [06/22 17:37:56] Vis4D INFO: Epoch 1: 6400/75000, ETA: 2:53:59, 6.57it/s, loss: 0.8383, loss_seg: 0.8383, _pixel_acc: 0.7443 [06/22 17:38:01] Vis4D INFO: Epoch 1: 6450/75000, ETA: 2:53:29, 6.59it/s, loss: 0.7165, loss_seg: 0.7165, _pixel_acc: 0.7841 [06/22 17:38:07] Vis4D INFO: Epoch 1: 6500/75000, ETA: 2:53:03, 6.60it/s, loss: 0.7448, loss_seg: 0.7448, _pixel_acc: 0.7748 [06/22 17:38:13] Vis4D INFO: Epoch 1: 6550/75000, ETA: 2:52:35, 6.61it/s, loss: 0.7031, loss_seg: 0.7031, _pixel_acc: 0.7836 [06/22 17:38:18] Vis4D INFO: Epoch 1: 6600/75000, ETA: 2:52:07, 6.62it/s, loss: 0.6937, loss_seg: 0.6937, _pixel_acc: 0.7797 [06/22 17:38:24] Vis4D INFO: Epoch 1: 6650/75000, ETA: 2:51:42, 6.63it/s, loss: 0.6442, loss_seg: 0.6442, _pixel_acc: 0.8036 [06/22 17:38:30] Vis4D INFO: Epoch 1: 6700/75000, ETA: 2:51:17, 6.65it/s, loss: 0.6327, loss_seg: 0.6327, _pixel_acc: 0.8076 [06/22 17:38:36] Vis4D INFO: Epoch 1: 6750/75000, ETA: 2:50:50, 6.66it/s, loss: 0.6919, loss_seg: 0.6919, _pixel_acc: 0.7890 [06/22 17:38:41] Vis4D INFO: Epoch 1: 6800/75000, ETA: 2:50:25, 6.67it/s, loss: 0.6618, loss_seg: 0.6618, _pixel_acc: 0.7969 [06/22 17:38:47] Vis4D INFO: Epoch 1: 6850/75000, ETA: 2:50:00, 6.68it/s, loss: 0.6765, loss_seg: 0.6765, _pixel_acc: 0.7901 [06/22 17:38:53] Vis4D INFO: Epoch 1: 6900/75000, ETA: 2:49:41, 6.69it/s, loss: 0.6127, loss_seg: 0.6127, _pixel_acc: 0.8056 [06/22 17:39:00] Vis4D INFO: Epoch 1: 6950/75000, ETA: 2:49:20, 6.70it/s, loss: 0.6959, loss_seg: 0.6959, _pixel_acc: 0.7929 [06/22 17:39:05] Vis4D INFO: Epoch 1: 7000/75000, ETA: 2:48:56, 6.71it/s, loss: 0.6345, loss_seg: 0.6345, _pixel_acc: 0.8075 [06/22 17:39:11] Vis4D INFO: Epoch 1: 7050/75000, ETA: 2:48:34, 6.72it/s, loss: 0.7190, loss_seg: 0.7190, _pixel_acc: 0.7806 [06/22 17:39:17] Vis4D INFO: Epoch 1: 7100/75000, ETA: 2:48:12, 6.73it/s, loss: 0.6335, loss_seg: 0.6335, _pixel_acc: 0.8067 [06/22 17:39:23] Vis4D INFO: Epoch 1: 7150/75000, ETA: 2:47:48, 6.74it/s, loss: 0.5722, loss_seg: 0.5722, _pixel_acc: 0.8231 [06/22 17:39:29] Vis4D INFO: Epoch 1: 7200/75000, ETA: 2:47:28, 6.75it/s, loss: 0.6513, loss_seg: 0.6513, _pixel_acc: 0.7974 [06/22 17:39:34] Vis4D INFO: Epoch 1: 7250/75000, ETA: 2:47:03, 6.76it/s, loss: 0.6065, loss_seg: 0.6065, _pixel_acc: 0.8112 [06/22 17:39:40] Vis4D INFO: Epoch 1: 7300/75000, ETA: 2:46:42, 6.77it/s, loss: 0.6139, loss_seg: 0.6139, _pixel_acc: 0.8085 [06/22 17:39:46] Vis4D INFO: Epoch 1: 7350/75000, ETA: 2:46:19, 6.78it/s, loss: 0.6098, loss_seg: 0.6098, _pixel_acc: 0.8119 [06/22 17:39:52] Vis4D INFO: Epoch 1: 7400/75000, ETA: 2:45:56, 6.79it/s, loss: 0.5828, loss_seg: 0.5828, _pixel_acc: 0.8226 [06/22 17:39:57] Vis4D INFO: Epoch 1: 7450/75000, ETA: 2:45:33, 6.80it/s, loss: 0.6496, loss_seg: 0.6496, _pixel_acc: 0.8038 [06/22 17:40:03] Vis4D INFO: Epoch 1: 7500/75000, ETA: 2:45:10, 6.81it/s, loss: 0.5693, loss_seg: 0.5693, _pixel_acc: 0.8255 [06/22 17:40:09] Vis4D INFO: Epoch 1: 7550/75000, ETA: 2:44:51, 6.82it/s, loss: 0.6147, loss_seg: 0.6147, _pixel_acc: 0.8062 [06/22 17:40:15] Vis4D INFO: Epoch 1: 7600/75000, ETA: 2:44:31, 6.83it/s, loss: 0.6035, loss_seg: 0.6035, _pixel_acc: 0.8161 [06/22 17:40:21] Vis4D INFO: Epoch 1: 7650/75000, ETA: 2:44:10, 6.84it/s, loss: 0.5983, loss_seg: 0.5983, _pixel_acc: 0.8132 [06/22 17:40:26] Vis4D INFO: Epoch 1: 7700/75000, ETA: 2:43:49, 6.85it/s, loss: 0.5404, loss_seg: 0.5404, _pixel_acc: 0.8338 [06/22 17:40:32] Vis4D INFO: Epoch 1: 7750/75000, ETA: 2:43:28, 6.86it/s, loss: 0.6360, loss_seg: 0.6360, _pixel_acc: 0.8048 [06/22 17:40:38] Vis4D INFO: Epoch 1: 7800/75000, ETA: 2:43:06, 6.87it/s, loss: 0.6202, loss_seg: 0.6202, _pixel_acc: 0.8133 [06/22 17:40:44] Vis4D INFO: Epoch 1: 7850/75000, ETA: 2:42:50, 6.87it/s, loss: 0.5635, loss_seg: 0.5635, _pixel_acc: 0.8276 [06/22 17:40:50] Vis4D INFO: Epoch 1: 7900/75000, ETA: 2:42:30, 6.88it/s, loss: 0.6166, loss_seg: 0.6166, _pixel_acc: 0.8147 [06/22 17:40:56] Vis4D INFO: Epoch 1: 7950/75000, ETA: 2:42:10, 6.89it/s, loss: 0.5973, loss_seg: 0.5973, _pixel_acc: 0.8144 [06/22 17:41:01] Vis4D INFO: Epoch 1: 8000/75000, ETA: 2:41:51, 6.90it/s, loss: 0.6262, loss_seg: 0.6262, _pixel_acc: 0.8135 [06/22 17:41:07] Vis4D INFO: Epoch 1: 8050/75000, ETA: 2:41:32, 6.91it/s, loss: 0.6548, loss_seg: 0.6548, _pixel_acc: 0.8011 [06/22 17:41:13] Vis4D INFO: Epoch 1: 8100/75000, ETA: 2:41:15, 6.91it/s, loss: 0.5444, loss_seg: 0.5444, _pixel_acc: 0.8341 [06/22 17:41:19] Vis4D INFO: Epoch 1: 8150/75000, ETA: 2:40:55, 6.92it/s, loss: 0.5818, loss_seg: 0.5818, _pixel_acc: 0.8210 [06/22 17:41:25] Vis4D INFO: Epoch 1: 8200/75000, ETA: 2:40:36, 6.93it/s, loss: 0.5220, loss_seg: 0.5220, _pixel_acc: 0.8384 [06/22 17:41:31] Vis4D INFO: Epoch 1: 8250/75000, ETA: 2:40:22, 6.94it/s, loss: 0.5893, loss_seg: 0.5893, _pixel_acc: 0.8203 [06/22 17:41:37] Vis4D INFO: Epoch 1: 8300/75000, ETA: 2:40:02, 6.95it/s, loss: 0.5236, loss_seg: 0.5236, _pixel_acc: 0.8393 [06/22 17:41:43] Vis4D INFO: Epoch 1: 8350/75000, ETA: 2:39:46, 6.95it/s, loss: 0.5507, loss_seg: 0.5507, _pixel_acc: 0.8330 [06/22 17:41:49] Vis4D INFO: Epoch 1: 8400/75000, ETA: 2:39:29, 6.96it/s, loss: 0.5505, loss_seg: 0.5505, _pixel_acc: 0.8322 [06/22 17:41:55] Vis4D INFO: Epoch 1: 8450/75000, ETA: 2:39:12, 6.97it/s, loss: 0.5324, loss_seg: 0.5324, _pixel_acc: 0.8369 [06/22 17:42:01] Vis4D INFO: Epoch 1: 8500/75000, ETA: 2:38:55, 6.97it/s, loss: 0.5431, loss_seg: 0.5431, _pixel_acc: 0.8362 [06/22 17:42:07] Vis4D INFO: Epoch 1: 8550/75000, ETA: 2:38:38, 6.98it/s, loss: 0.5475, loss_seg: 0.5475, _pixel_acc: 0.8268 [06/22 17:42:13] Vis4D INFO: Epoch 1: 8600/75000, ETA: 2:38:22, 6.99it/s, loss: 0.5022, loss_seg: 0.5022, _pixel_acc: 0.8437 [06/22 17:42:18] Vis4D INFO: Epoch 1: 8650/75000, ETA: 2:38:02, 7.00it/s, loss: 0.5087, loss_seg: 0.5087, _pixel_acc: 0.8406 [06/22 17:42:24] Vis4D INFO: Epoch 1: 8700/75000, ETA: 2:37:45, 7.00it/s, loss: 0.5903, loss_seg: 0.5903, _pixel_acc: 0.8172 [06/22 17:42:30] Vis4D INFO: Epoch 1: 8750/75000, ETA: 2:37:28, 7.01it/s, loss: 0.5874, loss_seg: 0.5874, _pixel_acc: 0.8234 [06/22 17:42:36] Vis4D INFO: Epoch 1: 8800/75000, ETA: 2:37:10, 7.02it/s, loss: 0.5208, loss_seg: 0.5208, _pixel_acc: 0.8401 [06/22 17:42:41] Vis4D INFO: Epoch 1: 8850/75000, ETA: 2:36:54, 7.03it/s, loss: 0.5850, loss_seg: 0.5850, _pixel_acc: 0.8226 [06/22 17:42:47] Vis4D INFO: Epoch 1: 8900/75000, ETA: 2:36:37, 7.03it/s, loss: 0.5555, loss_seg: 0.5555, _pixel_acc: 0.8324 [06/22 17:42:53] Vis4D INFO: Epoch 1: 8950/75000, ETA: 2:36:20, 7.04it/s, loss: 0.5466, loss_seg: 0.5466, _pixel_acc: 0.8314 [06/22 17:42:59] Vis4D INFO: Epoch 1: 9000/75000, ETA: 2:36:03, 7.05it/s, loss: 0.5364, loss_seg: 0.5364, _pixel_acc: 0.8309 [06/22 17:43:05] Vis4D INFO: Epoch 1: 9050/75000, ETA: 2:35:47, 7.06it/s, loss: 0.6068, loss_seg: 0.6068, _pixel_acc: 0.8082 [06/22 17:43:11] Vis4D INFO: Epoch 1: 9100/75000, ETA: 2:35:32, 7.06it/s, loss: 0.5452, loss_seg: 0.5452, _pixel_acc: 0.8274 [06/22 17:43:17] Vis4D INFO: Epoch 1: 9150/75000, ETA: 2:35:18, 7.07it/s, loss: 0.5136, loss_seg: 0.5136, _pixel_acc: 0.8456 [06/22 17:43:23] Vis4D INFO: Epoch 1: 9200/75000, ETA: 2:35:02, 7.07it/s, loss: 0.6315, loss_seg: 0.6315, _pixel_acc: 0.8151 [06/22 17:43:28] Vis4D INFO: Epoch 1: 9250/75000, ETA: 2:34:47, 7.08it/s, loss: 0.5126, loss_seg: 0.5126, _pixel_acc: 0.8409 [06/22 17:43:34] Vis4D INFO: Epoch 1: 9300/75000, ETA: 2:34:30, 7.09it/s, loss: 0.5086, loss_seg: 0.5086, _pixel_acc: 0.8444 [06/22 17:43:40] Vis4D INFO: Epoch 1: 9350/75000, ETA: 2:34:13, 7.09it/s, loss: 0.5340, loss_seg: 0.5340, _pixel_acc: 0.8329 [06/22 17:43:46] Vis4D INFO: Epoch 1: 9400/75000, ETA: 2:33:58, 7.10it/s, loss: 0.5748, loss_seg: 0.5748, _pixel_acc: 0.8227 [06/22 17:43:52] Vis4D INFO: Epoch 1: 9450/75000, ETA: 2:33:43, 7.11it/s, loss: 0.5023, loss_seg: 0.5023, _pixel_acc: 0.8461 [06/22 17:43:57] Vis4D INFO: Epoch 1: 9500/75000, ETA: 2:33:27, 7.11it/s, loss: 0.4896, loss_seg: 0.4896, _pixel_acc: 0.8468 [06/22 17:44:03] Vis4D INFO: Epoch 1: 9550/75000, ETA: 2:33:12, 7.12it/s, loss: 0.5747, loss_seg: 0.5747, _pixel_acc: 0.8197 [06/22 17:44:09] Vis4D INFO: Epoch 1: 9600/75000, ETA: 2:32:57, 7.13it/s, loss: 0.5620, loss_seg: 0.5620, _pixel_acc: 0.8282 [06/22 17:44:15] Vis4D INFO: Epoch 1: 9650/75000, ETA: 2:32:41, 7.13it/s, loss: 0.5319, loss_seg: 0.5319, _pixel_acc: 0.8436 [06/22 17:44:20] Vis4D INFO: Epoch 1: 9700/75000, ETA: 2:32:25, 7.14it/s, loss: 0.5209, loss_seg: 0.5209, _pixel_acc: 0.8442 [06/22 17:44:26] Vis4D INFO: Epoch 1: 9750/75000, ETA: 2:32:09, 7.15it/s, loss: 0.5514, loss_seg: 0.5514, _pixel_acc: 0.8331 [06/22 17:44:32] Vis4D INFO: Epoch 1: 9800/75000, ETA: 2:31:52, 7.15it/s, loss: 0.5378, loss_seg: 0.5378, _pixel_acc: 0.8372 [06/22 17:44:37] Vis4D INFO: Epoch 1: 9850/75000, ETA: 2:31:36, 7.16it/s, loss: 0.5626, loss_seg: 0.5626, _pixel_acc: 0.8338 [06/22 17:44:43] Vis4D INFO: Epoch 1: 9900/75000, ETA: 2:31:25, 7.17it/s, loss: 0.5275, loss_seg: 0.5275, _pixel_acc: 0.8369 [06/22 17:44:50] Vis4D INFO: Epoch 1: 9950/75000, ETA: 2:31:12, 7.17it/s, loss: 0.5480, loss_seg: 0.5480, _pixel_acc: 0.8329 [06/22 17:44:55] Vis4D INFO: Epoch 1: 10000/75000, ETA: 2:30:56, 7.18it/s, loss: 0.5112, loss_seg: 0.5112, _pixel_acc: 0.8408 [06/22 17:45:01] Vis4D INFO: Testing: 50/12500, ETA: 0:24:34, 8.44it/s [06/22 17:45:07] Vis4D INFO: Testing: 100/12500, ETA: 0:24:06, 8.57it/s [06/22 17:45:13] Vis4D INFO: Testing: 150/12500, ETA: 0:24:12, 8.50it/s [06/22 17:45:19] Vis4D INFO: Testing: 200/12500, ETA: 0:24:03, 8.52it/s [06/22 17:45:25] Vis4D INFO: Testing: 250/12500, ETA: 0:23:56, 8.53it/s [06/22 17:45:30] Vis4D INFO: Testing: 300/12500, ETA: 0:23:47, 8.55it/s [06/22 17:45:36] Vis4D INFO: Testing: 350/12500, ETA: 0:23:40, 8.55it/s [06/22 17:45:42] Vis4D INFO: Testing: 400/12500, ETA: 0:23:35, 8.55it/s [06/22 17:45:48] Vis4D INFO: Testing: 450/12500, ETA: 0:23:29, 8.55it/s [06/22 17:45:54] Vis4D INFO: Testing: 500/12500, ETA: 0:23:23, 8.55it/s [06/22 17:46:00] Vis4D INFO: Testing: 550/12500, ETA: 0:23:17, 8.55it/s [06/22 17:46:05] Vis4D INFO: Testing: 600/12500, ETA: 0:23:12, 8.55it/s [06/22 17:46:11] Vis4D INFO: Testing: 650/12500, ETA: 0:23:06, 8.55it/s [06/22 17:46:17] Vis4D INFO: Testing: 700/12500, ETA: 0:23:01, 8.54it/s [06/22 17:46:23] Vis4D INFO: Testing: 750/12500, ETA: 0:22:55, 8.54it/s [06/22 17:46:29] Vis4D INFO: Testing: 800/12500, ETA: 0:22:49, 8.54it/s [06/22 17:46:35] Vis4D INFO: Testing: 850/12500, ETA: 0:22:43, 8.54it/s [06/22 17:46:41] Vis4D INFO: Testing: 900/12500, ETA: 0:22:37, 8.55it/s [06/22 17:46:46] Vis4D INFO: Testing: 950/12500, ETA: 0:22:31, 8.54it/s [06/22 17:46:52] Vis4D INFO: Testing: 1000/12500, ETA: 0:22:26, 8.54it/s [06/22 17:46:58] Vis4D INFO: Testing: 1050/12500, ETA: 0:22:20, 8.54it/s [06/22 17:47:04] Vis4D INFO: Testing: 1100/12500, ETA: 0:22:14, 8.54it/s [06/22 17:47:10] Vis4D INFO: Testing: 1150/12500, ETA: 0:22:08, 8.54it/s [06/22 17:47:16] Vis4D INFO: Testing: 1200/12500, ETA: 0:22:03, 8.54it/s [06/22 17:47:22] Vis4D INFO: Testing: 1250/12500, ETA: 0:21:57, 8.54it/s [06/22 17:47:27] Vis4D INFO: Testing: 1300/12500, ETA: 0:21:51, 8.54it/s [06/22 17:47:33] Vis4D INFO: Testing: 1350/12500, ETA: 0:21:45, 8.54it/s [06/22 17:47:39] Vis4D INFO: Testing: 1400/12500, ETA: 0:21:39, 8.54it/s [06/22 17:47:45] Vis4D INFO: Testing: 1450/12500, ETA: 0:21:34, 8.54it/s [06/22 17:47:51] Vis4D INFO: Testing: 1500/12500, ETA: 0:21:28, 8.54it/s [06/22 17:47:57] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:22, 8.54it/s [06/22 17:48:03] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:16, 8.54it/s [06/22 17:48:08] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:10, 8.54it/s [06/22 17:48:14] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:04, 8.54it/s [06/22 17:48:20] Vis4D INFO: Testing: 1750/12500, ETA: 0:20:58, 8.54it/s [06/22 17:48:26] Vis4D INFO: Testing: 1800/12500, ETA: 0:20:52, 8.55it/s [06/22 17:48:32] Vis4D INFO: Testing: 1850/12500, ETA: 0:20:46, 8.55it/s [06/22 17:48:38] Vis4D INFO: Testing: 1900/12500, ETA: 0:20:40, 8.55it/s [06/22 17:48:43] Vis4D INFO: Testing: 1950/12500, ETA: 0:20:34, 8.55it/s [06/22 17:48:49] Vis4D INFO: Testing: 2000/12500, ETA: 0:20:28, 8.55it/s [06/22 17:48:55] Vis4D INFO: Testing: 2050/12500, ETA: 0:20:22, 8.55it/s [06/22 17:49:01] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:16, 8.55it/s [06/22 17:49:07] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:10, 8.55it/s [06/22 17:49:12] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:03, 8.56it/s [06/22 17:49:18] Vis4D INFO: Testing: 2250/12500, ETA: 0:19:57, 8.56it/s [06/22 17:49:24] Vis4D INFO: Testing: 2300/12500, ETA: 0:19:51, 8.56it/s [06/22 17:49:30] Vis4D INFO: Testing: 2350/12500, ETA: 0:19:44, 8.57it/s [06/22 17:49:35] Vis4D INFO: Testing: 2400/12500, ETA: 0:19:38, 8.57it/s [06/22 17:49:41] Vis4D INFO: Testing: 2450/12500, ETA: 0:19:32, 8.57it/s [06/22 17:49:47] Vis4D INFO: Testing: 2500/12500, ETA: 0:19:27, 8.57it/s [06/22 17:49:53] Vis4D INFO: Testing: 2550/12500, ETA: 0:19:21, 8.57it/s [06/22 17:49:59] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:15, 8.57it/s [06/22 17:50:04] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:09, 8.57it/s [06/22 17:50:10] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:03, 8.57it/s [06/22 17:50:16] Vis4D INFO: Testing: 2750/12500, ETA: 0:18:57, 8.57it/s [06/22 17:50:22] Vis4D INFO: Testing: 2800/12500, ETA: 0:18:51, 8.57it/s [06/22 17:50:28] Vis4D INFO: Testing: 2850/12500, ETA: 0:18:45, 8.57it/s [06/22 17:50:33] Vis4D INFO: Testing: 2900/12500, ETA: 0:18:39, 8.57it/s [06/22 17:50:39] Vis4D INFO: Testing: 2950/12500, ETA: 0:18:33, 8.58it/s [06/22 17:50:45] Vis4D INFO: Testing: 3000/12500, ETA: 0:18:27, 8.58it/s [06/22 17:50:51] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:21, 8.58it/s [06/22 17:50:56] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:15, 8.58it/s [06/22 17:51:02] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:09, 8.58it/s [06/22 17:51:08] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:03, 8.59it/s [06/22 17:51:14] Vis4D INFO: Testing: 3250/12500, ETA: 0:17:57, 8.59it/s [06/22 17:51:19] Vis4D INFO: Testing: 3300/12500, ETA: 0:17:51, 8.59it/s [06/22 17:51:25] Vis4D INFO: Testing: 3350/12500, ETA: 0:17:45, 8.59it/s [06/22 17:51:31] Vis4D INFO: Testing: 3400/12500, ETA: 0:17:39, 8.59it/s [06/22 17:51:37] Vis4D INFO: Testing: 3450/12500, ETA: 0:17:33, 8.59it/s [06/22 17:51:43] Vis4D INFO: Testing: 3500/12500, ETA: 0:17:27, 8.59it/s [06/22 17:51:48] Vis4D INFO: Testing: 3550/12500, ETA: 0:17:21, 8.59it/s [06/22 17:51:54] Vis4D INFO: Testing: 3600/12500, ETA: 0:17:15, 8.59it/s [06/22 17:52:00] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:09, 8.59it/s [06/22 17:52:06] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:04, 8.59it/s [06/22 17:52:12] Vis4D INFO: Testing: 3750/12500, ETA: 0:16:58, 8.59it/s [06/22 17:52:17] Vis4D INFO: Testing: 3800/12500, ETA: 0:16:52, 8.59it/s [06/22 17:52:23] Vis4D INFO: Testing: 3850/12500, ETA: 0:16:46, 8.59it/s [06/22 17:52:29] Vis4D INFO: Testing: 3900/12500, ETA: 0:16:41, 8.59it/s [06/22 17:52:35] Vis4D INFO: Testing: 3950/12500, ETA: 0:16:35, 8.59it/s [06/22 17:52:41] Vis4D INFO: Testing: 4000/12500, ETA: 0:16:29, 8.59it/s [06/22 17:52:47] Vis4D INFO: Testing: 4050/12500, ETA: 0:16:23, 8.59it/s [06/22 17:52:52] Vis4D INFO: Testing: 4100/12500, ETA: 0:16:17, 8.59it/s [06/22 17:52:58] Vis4D INFO: Testing: 4150/12500, ETA: 0:16:11, 8.59it/s [06/22 17:53:04] Vis4D INFO: Testing: 4200/12500, ETA: 0:16:06, 8.59it/s [06/22 17:53:10] Vis4D INFO: Testing: 4250/12500, ETA: 0:16:00, 8.59it/s [06/22 17:53:16] Vis4D INFO: Testing: 4300/12500, ETA: 0:15:54, 8.59it/s [06/22 17:53:22] Vis4D INFO: Testing: 4350/12500, ETA: 0:15:48, 8.59it/s [06/22 17:53:27] Vis4D INFO: Testing: 4400/12500, ETA: 0:15:42, 8.59it/s [06/22 17:53:33] Vis4D INFO: Testing: 4450/12500, ETA: 0:15:36, 8.59it/s [06/22 17:53:39] Vis4D INFO: Testing: 4500/12500, ETA: 0:15:31, 8.59it/s [06/22 17:53:45] Vis4D INFO: Testing: 4550/12500, ETA: 0:15:25, 8.59it/s [06/22 17:53:51] Vis4D INFO: Testing: 4600/12500, ETA: 0:15:19, 8.59it/s [06/22 17:53:56] Vis4D INFO: Testing: 4650/12500, ETA: 0:15:13, 8.59it/s [06/22 17:54:02] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:07, 8.59it/s [06/22 17:54:08] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:02, 8.59it/s [06/22 17:54:14] Vis4D INFO: Testing: 4800/12500, ETA: 0:14:56, 8.59it/s [06/22 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0:13:35, 8.59it/s [06/22 17:55:42] Vis4D INFO: Testing: 5550/12500, ETA: 0:13:29, 8.59it/s [06/22 17:55:48] Vis4D INFO: Testing: 5600/12500, ETA: 0:13:23, 8.58it/s [06/22 17:55:53] Vis4D INFO: Testing: 5650/12500, ETA: 0:13:17, 8.58it/s [06/22 17:55:59] Vis4D INFO: Testing: 5700/12500, ETA: 0:13:12, 8.58it/s [06/22 17:56:05] Vis4D INFO: Testing: 5750/12500, ETA: 0:13:06, 8.58it/s [06/22 17:56:11] Vis4D INFO: Testing: 5800/12500, ETA: 0:13:00, 8.58it/s [06/22 17:56:17] Vis4D INFO: Testing: 5850/12500, ETA: 0:12:54, 8.58it/s [06/22 17:56:23] Vis4D INFO: Testing: 5900/12500, ETA: 0:12:49, 8.58it/s [06/22 17:56:28] Vis4D INFO: Testing: 5950/12500, ETA: 0:12:43, 8.58it/s [06/22 17:56:34] Vis4D INFO: Testing: 6000/12500, ETA: 0:12:37, 8.58it/s [06/22 17:56:40] Vis4D INFO: Testing: 6050/12500, ETA: 0:12:31, 8.58it/s [06/22 17:56:46] Vis4D INFO: Testing: 6100/12500, ETA: 0:12:25, 8.58it/s [06/22 17:56:52] Vis4D INFO: Testing: 6150/12500, ETA: 0:12:19, 8.58it/s [06/22 17:56:58] Vis4D INFO: Testing: 6200/12500, ETA: 0:12:14, 8.58it/s [06/22 17:57:04] Vis4D INFO: Testing: 6250/12500, ETA: 0:12:08, 8.58it/s [06/22 17:57:09] Vis4D INFO: Testing: 6300/12500, ETA: 0:12:02, 8.58it/s [06/22 17:57:15] Vis4D INFO: Testing: 6350/12500, ETA: 0:11:56, 8.58it/s [06/22 17:57:21] Vis4D INFO: Testing: 6400/12500, ETA: 0:11:50, 8.58it/s [06/22 17:57:27] Vis4D INFO: Testing: 6450/12500, ETA: 0:11:45, 8.58it/s [06/22 17:57:33] Vis4D INFO: Testing: 6500/12500, ETA: 0:11:39, 8.58it/s [06/22 17:57:39] Vis4D INFO: Testing: 6550/12500, ETA: 0:11:33, 8.58it/s [06/22 17:57:44] Vis4D INFO: Testing: 6600/12500, ETA: 0:11:27, 8.58it/s [06/22 17:57:50] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:21, 8.58it/s [06/22 17:57:56] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:15, 8.58it/s [06/22 17:58:02] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:10, 8.58it/s [06/22 17:58:08] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:04, 8.58it/s [06/22 17:58:14] Vis4D INFO: Testing: 6850/12500, ETA: 0:10:58, 8.58it/s [06/22 17:58:19] Vis4D INFO: Testing: 6900/12500, ETA: 0:10:52, 8.58it/s [06/22 17:58:25] Vis4D INFO: Testing: 6950/12500, ETA: 0:10:46, 8.58it/s [06/22 17:58:31] Vis4D INFO: Testing: 7000/12500, ETA: 0:10:41, 8.58it/s [06/22 17:58:37] Vis4D INFO: Testing: 7050/12500, ETA: 0:10:35, 8.58it/s [06/22 17:58:43] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:29, 8.58it/s [06/22 17:58:49] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:23, 8.58it/s [06/22 17:58:55] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:17, 8.58it/s [06/22 17:59:00] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:12, 8.58it/s [06/22 17:59:06] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:06, 8.58it/s [06/22 17:59:12] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:00, 8.58it/s [06/22 17:59:18] Vis4D INFO: Testing: 7400/12500, ETA: 0:09:54, 8.58it/s [06/22 17:59:24] Vis4D INFO: Testing: 7450/12500, ETA: 0:09:48, 8.58it/s [06/22 17:59:30] Vis4D INFO: Testing: 7500/12500, ETA: 0:09:42, 8.58it/s [06/22 17:59:35] Vis4D INFO: Testing: 7550/12500, ETA: 0:09:37, 8.58it/s [06/22 17:59:41] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:31, 8.58it/s [06/22 17:59:47] Vis4D INFO: Testing: 7650/12500, ETA: 0:09:25, 8.58it/s [06/22 17:59:53] Vis4D INFO: Testing: 7700/12500, ETA: 0:09:19, 8.58it/s [06/22 17:59:59] Vis4D INFO: Testing: 7750/12500, ETA: 0:09:13, 8.58it/s [06/22 18:00:05] Vis4D INFO: Testing: 7800/12500, ETA: 0:09:07, 8.58it/s [06/22 18:00:10] Vis4D INFO: Testing: 7850/12500, ETA: 0:09:02, 8.58it/s [06/22 18:00:16] Vis4D INFO: Testing: 7900/12500, ETA: 0:08:56, 8.58it/s [06/22 18:00:22] Vis4D INFO: Testing: 7950/12500, ETA: 0:08:50, 8.58it/s [06/22 18:00:28] Vis4D INFO: Testing: 8000/12500, ETA: 0:08:44, 8.58it/s [06/22 18:00:34] Vis4D INFO: Testing: 8050/12500, ETA: 0:08:38, 8.58it/s [06/22 18:00:40] Vis4D INFO: Testing: 8100/12500, ETA: 0:08:33, 8.58it/s [06/22 18:00:45] Vis4D INFO: Testing: 8150/12500, ETA: 0:08:27, 8.58it/s [06/22 18:00:51] Vis4D INFO: Testing: 8200/12500, ETA: 0:08:21, 8.58it/s [06/22 18:00:57] Vis4D INFO: Testing: 8250/12500, ETA: 0:08:15, 8.58it/s [06/22 18:01:03] Vis4D INFO: Testing: 8300/12500, ETA: 0:08:09, 8.58it/s [06/22 18:01:09] Vis4D INFO: Testing: 8350/12500, ETA: 0:08:03, 8.58it/s [06/22 18:01:15] Vis4D INFO: Testing: 8400/12500, ETA: 0:07:58, 8.58it/s [06/22 18:01:21] Vis4D INFO: Testing: 8450/12500, ETA: 0:07:52, 8.58it/s [06/22 18:01:26] Vis4D INFO: Testing: 8500/12500, ETA: 0:07:46, 8.58it/s [06/22 18:01:32] Vis4D INFO: Testing: 8550/12500, ETA: 0:07:40, 8.58it/s [06/22 18:01:38] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:34, 8.58it/s [06/22 18:01:44] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:28, 8.58it/s [06/22 18:01:50] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:23, 8.58it/s [06/22 18:01:56] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:17, 8.58it/s [06/22 18:02:01] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:11, 8.58it/s [06/22 18:02:07] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:05, 8.57it/s [06/22 18:02:13] Vis4D INFO: Testing: 8900/12500, ETA: 0:06:59, 8.57it/s [06/22 18:02:19] Vis4D INFO: Testing: 8950/12500, ETA: 0:06:53, 8.58it/s [06/22 18:02:25] Vis4D INFO: Testing: 9000/12500, ETA: 0:06:48, 8.58it/s [06/22 18:02:31] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:42, 8.58it/s [06/22 18:02:36] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:36, 8.57it/s [06/22 18:02:42] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:30, 8.57it/s [06/22 18:02:48] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:24, 8.57it/s [06/22 18:02:54] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:19, 8.57it/s [06/22 18:03:00] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:13, 8.57it/s [06/22 18:03:06] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:07, 8.57it/s [06/22 18:03:11] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:01, 8.57it/s [06/22 18:03:17] Vis4D INFO: Testing: 9450/12500, ETA: 0:05:55, 8.57it/s [06/22 18:03:23] Vis4D INFO: Testing: 9500/12500, ETA: 0:05:49, 8.57it/s [06/22 18:03:29] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:44, 8.57it/s [06/22 18:03:35] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:38, 8.57it/s [06/22 18:03:41] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:32, 8.57it/s [06/22 18:03:47] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:26, 8.57it/s [06/22 18:03:52] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:20, 8.57it/s [06/22 18:03:58] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:14, 8.57it/s [06/22 18:04:04] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:09, 8.57it/s [06/22 18:04:10] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:03, 8.57it/s [06/22 18:04:16] Vis4D INFO: Testing: 9950/12500, ETA: 0:04:57, 8.57it/s [06/22 18:04:22] Vis4D INFO: Testing: 10000/12500, ETA: 0:04:51, 8.57it/s [06/22 18:04:28] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:45, 8.57it/s [06/22 18:04:33] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:39, 8.57it/s [06/22 18:04:39] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:34, 8.57it/s [06/22 18:04:45] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:28, 8.57it/s [06/22 18:04:51] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:22, 8.57it/s [06/22 18:04:57] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:16, 8.57it/s [06/22 18:05:03] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:10, 8.57it/s [06/22 18:05:08] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:04, 8.57it/s [06/22 18:05:14] Vis4D INFO: Testing: 10450/12500, ETA: 0:03:59, 8.57it/s [06/22 18:05:20] Vis4D INFO: Testing: 10500/12500, ETA: 0:03:53, 8.57it/s [06/22 18:05:26] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:47, 8.57it/s [06/22 18:05:32] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:41, 8.57it/s [06/22 18:05:38] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:35, 8.57it/s [06/22 18:05:44] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:29, 8.57it/s [06/22 18:05:49] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:24, 8.57it/s [06/22 18:05:55] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:18, 8.57it/s [06/22 18:06:01] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:12, 8.57it/s [06/22 18:06:07] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:06, 8.57it/s [06/22 18:06:13] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:00, 8.57it/s [06/22 18:06:19] Vis4D INFO: Testing: 11000/12500, ETA: 0:02:55, 8.57it/s [06/22 18:06:24] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:49, 8.57it/s [06/22 18:06:30] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:43, 8.57it/s [06/22 18:06:36] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:37, 8.57it/s [06/22 18:06:42] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:31, 8.57it/s [06/22 18:06:48] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:25, 8.57it/s [06/22 18:06:54] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:20, 8.57it/s [06/22 18:07:00] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:14, 8.57it/s [06/22 18:07:05] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:08, 8.57it/s [06/22 18:07:11] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:02, 8.57it/s [06/22 18:07:17] Vis4D INFO: Testing: 11500/12500, ETA: 0:01:56, 8.57it/s [06/22 18:07:23] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:50, 8.57it/s [06/22 18:07:29] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:45, 8.57it/s [06/22 18:07:35] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:39, 8.57it/s [06/22 18:07:41] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:33, 8.57it/s [06/22 18:07:46] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:27, 8.57it/s [06/22 18:07:52] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:21, 8.57it/s [06/22 18:07:58] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:15, 8.57it/s [06/22 18:08:04] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:10, 8.57it/s [06/22 18:08:10] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:04, 8.57it/s [06/22 18:08:16] Vis4D INFO: Testing: 12000/12500, ETA: 0:00:58, 8.57it/s [06/22 18:08:22] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:52, 8.57it/s [06/22 18:08:27] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:46, 8.57it/s [06/22 18:08:33] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:40, 8.57it/s [06/22 18:08:39] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:35, 8.57it/s [06/22 18:08:45] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:29, 8.57it/s [06/22 18:08:51] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:23, 8.57it/s [06/22 18:08:57] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:17, 8.57it/s [06/22 18:09:03] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:11, 8.57it/s [06/22 18:09:08] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:05, 8.57it/s [06/22 18:09:14] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.57it/s [06/22 18:09:14] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/22 18:09:14] Vis4D INFO: mIoU: 52.1616 [06/22 18:09:14] Vis4D INFO: Showing evaluation results for mIoU [06/22 18:09:14] Vis4D INFO: mIoU: 52.162% unlabeled: (nan%), building: (70.554%), fence: (21.404%), other: (nan%), pedestrian: (28.152%), pole: (27.923%), road line: (64.825%), road: (92.962%), sidewalk: (74.040%), vegetation: (59.350%), vehicle: (75.936%), wall: (50.633%), traffic sign: (8.881%), sky: (88.404%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (22.194%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (45.005%) [06/22 18:09:23] Vis4D INFO: Epoch 1: 10050/75000, ETA: 2:38:08, 6.85it/s, loss: 0.5052, loss_seg: 0.5052, _pixel_acc: 0.8420 [06/22 18:09:33] Vis4D INFO: Epoch 1: 10100/75000, ETA: 2:38:18, 6.83it/s, loss: 0.5026, loss_seg: 0.5026, _pixel_acc: 0.8432 [06/22 18:09:44] Vis4D INFO: Epoch 1: 10150/75000, ETA: 2:38:29, 6.82it/s, loss: 0.5710, loss_seg: 0.5710, _pixel_acc: 0.8282 [06/22 18:09:52] Vis4D INFO: Epoch 1: 10200/75000, ETA: 2:38:31, 6.81it/s, loss: 0.5167, loss_seg: 0.5167, _pixel_acc: 0.8399 [06/22 18:10:02] Vis4D INFO: Epoch 1: 10250/75000, ETA: 2:38:35, 6.80it/s, loss: 0.5173, loss_seg: 0.5173, _pixel_acc: 0.8414 [06/22 18:10:11] Vis4D INFO: Epoch 1: 10300/75000, ETA: 2:38:38, 6.80it/s, loss: 0.5239, loss_seg: 0.5239, _pixel_acc: 0.8398 [06/22 18:10:20] Vis4D INFO: Epoch 1: 10350/75000, ETA: 2:38:41, 6.79it/s, loss: 0.5335, loss_seg: 0.5335, _pixel_acc: 0.8385 [06/22 18:10:28] Vis4D INFO: Epoch 1: 10400/75000, ETA: 2:38:40, 6.79it/s, loss: 0.4600, loss_seg: 0.4600, _pixel_acc: 0.8567 [06/22 18:10:38] Vis4D INFO: Epoch 1: 10450/75000, ETA: 2:38:47, 6.77it/s, loss: 0.4792, loss_seg: 0.4792, _pixel_acc: 0.8541 [06/22 18:10:46] Vis4D INFO: Epoch 1: 10500/75000, ETA: 2:38:47, 6.77it/s, loss: 0.5394, loss_seg: 0.5394, _pixel_acc: 0.8320 [06/22 18:10:55] Vis4D INFO: Epoch 1: 10550/75000, ETA: 2:38:47, 6.76it/s, loss: 0.4844, loss_seg: 0.4844, _pixel_acc: 0.8507 [06/22 18:11:04] Vis4D INFO: Epoch 1: 10600/75000, ETA: 2:38:48, 6.76it/s, loss: 0.4857, loss_seg: 0.4857, _pixel_acc: 0.8526 [06/22 18:11:12] Vis4D INFO: Epoch 1: 10650/75000, ETA: 2:38:48, 6.75it/s, loss: 0.4716, loss_seg: 0.4716, _pixel_acc: 0.8547 [06/22 18:11:22] Vis4D INFO: Epoch 1: 10700/75000, ETA: 2:38:53, 6.74it/s, loss: 0.5162, loss_seg: 0.5162, _pixel_acc: 0.8417 [06/22 18:11:32] Vis4D INFO: Epoch 1: 10750/75000, ETA: 2:39:01, 6.73it/s, loss: 0.4416, loss_seg: 0.4416, _pixel_acc: 0.8647 [06/22 18:11:41] Vis4D INFO: Epoch 1: 10800/75000, ETA: 2:39:05, 6.73it/s, loss: 0.5218, loss_seg: 0.5218, _pixel_acc: 0.8383 [06/22 18:11:50] Vis4D INFO: Epoch 1: 10850/75000, ETA: 2:39:06, 6.72it/s, loss: 0.4905, loss_seg: 0.4905, _pixel_acc: 0.8475 [06/22 18:11:59] Vis4D INFO: Epoch 1: 10900/75000, ETA: 2:39:07, 6.71it/s, loss: 0.4871, loss_seg: 0.4871, _pixel_acc: 0.8498 [06/22 18:12:08] Vis4D INFO: Epoch 1: 10950/75000, ETA: 2:39:07, 6.71it/s, loss: 0.4280, loss_seg: 0.4280, _pixel_acc: 0.8675 [06/22 18:12:17] Vis4D INFO: Epoch 1: 11000/75000, ETA: 2:39:10, 6.70it/s, loss: 0.4556, loss_seg: 0.4556, _pixel_acc: 0.8582 [06/22 18:12:26] Vis4D INFO: Epoch 1: 11050/75000, ETA: 2:39:12, 6.69it/s, loss: 0.4627, loss_seg: 0.4627, _pixel_acc: 0.8547 [06/22 18:12:35] Vis4D INFO: Epoch 1: 11100/75000, ETA: 2:39:15, 6.69it/s, loss: 0.4907, loss_seg: 0.4907, _pixel_acc: 0.8464 [06/22 18:12:44] Vis4D INFO: Epoch 1: 11150/75000, ETA: 2:39:18, 6.68it/s, loss: 0.4629, loss_seg: 0.4629, _pixel_acc: 0.8583 [06/22 18:12:53] Vis4D INFO: Epoch 1: 11200/75000, ETA: 2:39:15, 6.68it/s, loss: 0.4611, loss_seg: 0.4611, _pixel_acc: 0.8597 [06/22 18:13:00] Vis4D INFO: Epoch 1: 11250/75000, ETA: 2:39:09, 6.68it/s, loss: 0.4117, loss_seg: 0.4117, _pixel_acc: 0.8714 [06/22 18:13:09] Vis4D INFO: Epoch 1: 11300/75000, ETA: 2:39:08, 6.67it/s, loss: 0.4751, loss_seg: 0.4751, _pixel_acc: 0.8523 [06/22 18:13:17] Vis4D INFO: Epoch 1: 11350/75000, ETA: 2:39:04, 6.67it/s, loss: 0.4394, loss_seg: 0.4394, _pixel_acc: 0.8637 [06/22 18:13:25] Vis4D INFO: Epoch 1: 11400/75000, ETA: 2:38:59, 6.67it/s, loss: 0.4757, loss_seg: 0.4757, _pixel_acc: 0.8550 [06/22 18:13:34] Vis4D INFO: Epoch 1: 11450/75000, ETA: 2:38:59, 6.66it/s, loss: 0.5011, loss_seg: 0.5011, _pixel_acc: 0.8459 [06/22 18:13:42] Vis4D INFO: Epoch 1: 11500/75000, ETA: 2:38:56, 6.66it/s, loss: 0.4592, loss_seg: 0.4592, _pixel_acc: 0.8558 [06/22 18:13:51] Vis4D INFO: Epoch 1: 11550/75000, ETA: 2:38:53, 6.66it/s, loss: 0.4692, loss_seg: 0.4692, _pixel_acc: 0.8540 [06/22 18:13:59] Vis4D INFO: Epoch 1: 11600/75000, ETA: 2:38:48, 6.65it/s, loss: 0.4955, loss_seg: 0.4955, _pixel_acc: 0.8461 [06/22 18:14:08] Vis4D INFO: Epoch 1: 11650/75000, ETA: 2:38:48, 6.65it/s, loss: 0.4578, loss_seg: 0.4578, _pixel_acc: 0.8589 [06/22 18:14:17] Vis4D INFO: Epoch 1: 11700/75000, ETA: 2:38:51, 6.64it/s, loss: 0.4471, loss_seg: 0.4471, _pixel_acc: 0.8602 [06/22 18:14:25] Vis4D INFO: Epoch 1: 11750/75000, ETA: 2:38:49, 6.64it/s, loss: 0.5008, loss_seg: 0.5008, _pixel_acc: 0.8465 [06/22 18:14:33] Vis4D INFO: Epoch 1: 11800/75000, ETA: 2:38:43, 6.64it/s, loss: 0.4898, loss_seg: 0.4898, _pixel_acc: 0.8471 [06/22 18:14:40] Vis4D INFO: Epoch 1: 11850/75000, ETA: 2:38:33, 6.64it/s, loss: 0.4563, loss_seg: 0.4563, _pixel_acc: 0.8567 [06/22 18:14:49] Vis4D INFO: Epoch 1: 11900/75000, ETA: 2:38:33, 6.63it/s, loss: 0.4443, loss_seg: 0.4443, _pixel_acc: 0.8619 [06/22 18:14:58] Vis4D INFO: Epoch 1: 11950/75000, ETA: 2:38:31, 6.63it/s, loss: 0.4577, loss_seg: 0.4577, _pixel_acc: 0.8610 [06/22 18:15:06] Vis4D INFO: Epoch 1: 12000/75000, ETA: 2:38:25, 6.63it/s, loss: 0.4323, loss_seg: 0.4323, _pixel_acc: 0.8678 [06/22 18:15:14] Vis4D INFO: Epoch 1: 12050/75000, ETA: 2:38:19, 6.63it/s, loss: 0.4369, loss_seg: 0.4369, _pixel_acc: 0.8656 [06/22 18:15:21] Vis4D INFO: Epoch 1: 12100/75000, ETA: 2:38:11, 6.63it/s, loss: 0.4758, loss_seg: 0.4758, _pixel_acc: 0.8573 [06/22 18:15:29] Vis4D INFO: Epoch 1: 12150/75000, ETA: 2:38:04, 6.63it/s, loss: 0.4153, loss_seg: 0.4153, _pixel_acc: 0.8696 [06/22 18:15:37] Vis4D INFO: Epoch 1: 12200/75000, ETA: 2:37:59, 6.63it/s, loss: 0.4627, loss_seg: 0.4627, _pixel_acc: 0.8545 [06/22 18:15:45] Vis4D INFO: Epoch 1: 12250/75000, ETA: 2:37:54, 6.62it/s, loss: 0.4353, loss_seg: 0.4353, _pixel_acc: 0.8647 [06/22 18:15:53] Vis4D INFO: Epoch 1: 12300/75000, ETA: 2:37:48, 6.62it/s, loss: 0.4312, loss_seg: 0.4312, _pixel_acc: 0.8629 [06/22 18:15:59] Vis4D INFO: Epoch 1: 12350/75000, ETA: 2:37:35, 6.63it/s, loss: 0.4193, loss_seg: 0.4193, _pixel_acc: 0.8687 [06/22 18:16:07] Vis4D INFO: Epoch 1: 12400/75000, ETA: 2:37:31, 6.62it/s, loss: 0.4573, loss_seg: 0.4573, _pixel_acc: 0.8636 [06/22 18:16:14] Vis4D INFO: Epoch 1: 12450/75000, ETA: 2:37:21, 6.62it/s, loss: 0.4567, loss_seg: 0.4567, _pixel_acc: 0.8586 [06/22 18:16:22] Vis4D INFO: Epoch 1: 12500/75000, ETA: 2:37:15, 6.62it/s, loss: 0.4620, loss_seg: 0.4620, _pixel_acc: 0.8560 [06/22 18:16:31] Vis4D INFO: Epoch 1: 12550/75000, ETA: 2:37:12, 6.62it/s, loss: 0.4271, loss_seg: 0.4271, _pixel_acc: 0.8662 [06/22 18:16:39] Vis4D INFO: Epoch 1: 12600/75000, ETA: 2:37:06, 6.62it/s, loss: 0.4003, loss_seg: 0.4003, _pixel_acc: 0.8750 [06/22 18:16:46] Vis4D INFO: Epoch 1: 12650/75000, ETA: 2:36:57, 6.62it/s, loss: 0.4329, loss_seg: 0.4329, _pixel_acc: 0.8647 [06/22 18:16:53] Vis4D INFO: Epoch 1: 12700/75000, ETA: 2:36:47, 6.62it/s, loss: 0.4429, loss_seg: 0.4429, _pixel_acc: 0.8645 [06/22 18:17:00] Vis4D INFO: Epoch 1: 12750/75000, ETA: 2:36:39, 6.62it/s, loss: 0.4229, loss_seg: 0.4229, _pixel_acc: 0.8716 [06/22 18:17:07] Vis4D INFO: Epoch 1: 12800/75000, ETA: 2:36:29, 6.62it/s, loss: 0.4450, loss_seg: 0.4450, _pixel_acc: 0.8642 [06/22 18:17:14] Vis4D INFO: Epoch 1: 12850/75000, ETA: 2:36:17, 6.63it/s, loss: 0.4288, loss_seg: 0.4288, _pixel_acc: 0.8682 [06/22 18:17:22] Vis4D INFO: Epoch 1: 12900/75000, ETA: 2:36:09, 6.63it/s, loss: 0.4514, loss_seg: 0.4514, _pixel_acc: 0.8633 [06/22 18:17:29] Vis4D INFO: Epoch 1: 12950/75000, ETA: 2:35:59, 6.63it/s, loss: 0.4096, loss_seg: 0.4096, _pixel_acc: 0.8730 [06/22 18:17:36] Vis4D INFO: Epoch 1: 13000/75000, ETA: 2:35:50, 6.63it/s, loss: 0.4404, loss_seg: 0.4404, _pixel_acc: 0.8638 [06/22 18:17:44] Vis4D INFO: Epoch 1: 13050/75000, ETA: 2:35:44, 6.63it/s, loss: 0.4724, loss_seg: 0.4724, _pixel_acc: 0.8524 [06/22 18:17:51] Vis4D INFO: Epoch 1: 13100/75000, ETA: 2:35:38, 6.63it/s, loss: 0.4569, loss_seg: 0.4569, _pixel_acc: 0.8555 [06/22 18:17:59] Vis4D INFO: Epoch 1: 13150/75000, ETA: 2:35:28, 6.63it/s, loss: 0.4167, loss_seg: 0.4167, _pixel_acc: 0.8699 [06/22 18:18:06] Vis4D INFO: Epoch 1: 13200/75000, ETA: 2:35:19, 6.63it/s, loss: 0.4188, loss_seg: 0.4188, _pixel_acc: 0.8700 [06/22 18:18:13] Vis4D INFO: Epoch 1: 13250/75000, ETA: 2:35:12, 6.63it/s, loss: 0.4022, loss_seg: 0.4022, _pixel_acc: 0.8734 [06/22 18:18:20] Vis4D INFO: Epoch 1: 13300/75000, ETA: 2:35:01, 6.63it/s, loss: 0.4339, loss_seg: 0.4339, _pixel_acc: 0.8686 [06/22 18:18:28] Vis4D INFO: Epoch 1: 13350/75000, ETA: 2:34:55, 6.63it/s, loss: 0.4429, loss_seg: 0.4429, _pixel_acc: 0.8629 [06/22 18:18:35] Vis4D INFO: Epoch 1: 13400/75000, ETA: 2:34:46, 6.63it/s, loss: 0.4580, loss_seg: 0.4580, _pixel_acc: 0.8607 [06/22 18:18:42] Vis4D INFO: Epoch 1: 13450/75000, ETA: 2:34:35, 6.64it/s, loss: 0.4135, loss_seg: 0.4135, _pixel_acc: 0.8712 [06/22 18:18:49] Vis4D INFO: Epoch 1: 13500/75000, ETA: 2:34:24, 6.64it/s, loss: 0.4143, loss_seg: 0.4143, _pixel_acc: 0.8694 [06/22 18:18:55] Vis4D INFO: Epoch 1: 13550/75000, ETA: 2:34:11, 6.64it/s, loss: 0.4412, loss_seg: 0.4412, _pixel_acc: 0.8659 [06/22 18:19:02] Vis4D INFO: Epoch 1: 13600/75000, ETA: 2:34:02, 6.64it/s, loss: 0.4348, loss_seg: 0.4348, _pixel_acc: 0.8628 [06/22 18:19:09] Vis4D INFO: Epoch 1: 13650/75000, ETA: 2:33:52, 6.65it/s, loss: 0.3634, loss_seg: 0.3634, _pixel_acc: 0.8854 [06/22 18:19:16] Vis4D INFO: Epoch 1: 13700/75000, ETA: 2:33:40, 6.65it/s, loss: 0.4222, loss_seg: 0.4222, _pixel_acc: 0.8720 [06/22 18:19:23] Vis4D INFO: Epoch 1: 13750/75000, ETA: 2:33:32, 6.65it/s, loss: 0.4084, loss_seg: 0.4084, _pixel_acc: 0.8708 [06/22 18:19:30] Vis4D INFO: Epoch 1: 13800/75000, ETA: 2:33:20, 6.65it/s, loss: 0.4635, loss_seg: 0.4635, _pixel_acc: 0.8549 [06/22 18:19:37] Vis4D INFO: Epoch 1: 13850/75000, ETA: 2:33:11, 6.65it/s, loss: 0.4327, loss_seg: 0.4327, _pixel_acc: 0.8670 [06/22 18:19:44] Vis4D INFO: Epoch 1: 13900/75000, ETA: 2:33:01, 6.65it/s, loss: 0.4144, loss_seg: 0.4144, _pixel_acc: 0.8702 [06/22 18:19:51] Vis4D INFO: Epoch 1: 13950/75000, ETA: 2:32:52, 6.66it/s, loss: 0.4407, loss_seg: 0.4407, _pixel_acc: 0.8645 [06/22 18:19:58] Vis4D INFO: Epoch 1: 14000/75000, ETA: 2:32:42, 6.66it/s, loss: 0.4105, loss_seg: 0.4105, _pixel_acc: 0.8707 [06/22 18:20:04] Vis4D INFO: Epoch 1: 14050/75000, ETA: 2:32:29, 6.66it/s, loss: 0.4285, loss_seg: 0.4285, _pixel_acc: 0.8678 [06/22 18:20:11] Vis4D INFO: Epoch 1: 14100/75000, ETA: 2:32:17, 6.66it/s, loss: 0.4179, loss_seg: 0.4179, _pixel_acc: 0.8726 [06/22 18:20:17] Vis4D INFO: Epoch 1: 14150/75000, ETA: 2:32:05, 6.67it/s, loss: 0.3829, loss_seg: 0.3829, _pixel_acc: 0.8793 [06/22 18:20:24] Vis4D INFO: Epoch 1: 14200/75000, ETA: 2:31:55, 6.67it/s, loss: 0.4430, loss_seg: 0.4430, _pixel_acc: 0.8647 [06/22 18:20:31] Vis4D INFO: Epoch 1: 14250/75000, ETA: 2:31:45, 6.67it/s, loss: 0.4064, loss_seg: 0.4064, _pixel_acc: 0.8770 [06/22 18:20:38] Vis4D INFO: Epoch 1: 14300/75000, ETA: 2:31:34, 6.67it/s, loss: 0.4036, loss_seg: 0.4036, _pixel_acc: 0.8723 [06/22 18:20:44] Vis4D INFO: Epoch 1: 14350/75000, ETA: 2:31:22, 6.68it/s, loss: 0.4083, loss_seg: 0.4083, _pixel_acc: 0.8764 [06/22 18:20:50] Vis4D INFO: Epoch 1: 14400/75000, ETA: 2:31:09, 6.68it/s, loss: 0.4625, loss_seg: 0.4625, _pixel_acc: 0.8590 [06/22 18:20:57] Vis4D INFO: Epoch 1: 14450/75000, ETA: 2:30:59, 6.68it/s, loss: 0.4427, loss_seg: 0.4427, _pixel_acc: 0.8630 [06/22 18:21:04] Vis4D INFO: Epoch 1: 14500/75000, ETA: 2:30:48, 6.69it/s, loss: 0.4373, loss_seg: 0.4373, _pixel_acc: 0.8662 [06/22 18:21:11] Vis4D INFO: Epoch 1: 14550/75000, ETA: 2:30:38, 6.69it/s, loss: 0.3947, loss_seg: 0.3947, _pixel_acc: 0.8749 [06/22 18:21:18] Vis4D INFO: Epoch 1: 14600/75000, ETA: 2:30:28, 6.69it/s, loss: 0.3753, loss_seg: 0.3753, _pixel_acc: 0.8810 [06/22 18:21:25] Vis4D INFO: Epoch 1: 14650/75000, ETA: 2:30:19, 6.69it/s, loss: 0.3572, loss_seg: 0.3572, _pixel_acc: 0.8871 [06/22 18:21:32] Vis4D INFO: Epoch 1: 14700/75000, ETA: 2:30:09, 6.69it/s, loss: 0.4614, loss_seg: 0.4614, _pixel_acc: 0.8533 [06/22 18:21:38] Vis4D INFO: Epoch 1: 14750/75000, ETA: 2:29:58, 6.70it/s, loss: 0.4368, loss_seg: 0.4368, _pixel_acc: 0.8599 [06/22 18:21:45] Vis4D INFO: Epoch 1: 14800/75000, ETA: 2:29:47, 6.70it/s, loss: 0.3907, loss_seg: 0.3907, _pixel_acc: 0.8774 [06/22 18:21:51] Vis4D INFO: Epoch 1: 14850/75000, ETA: 2:29:36, 6.70it/s, loss: 0.4042, loss_seg: 0.4042, _pixel_acc: 0.8735 [06/22 18:21:57] Vis4D INFO: Epoch 1: 14900/75000, ETA: 2:29:23, 6.71it/s, loss: 0.4350, loss_seg: 0.4350, _pixel_acc: 0.8639 [06/22 18:22:04] Vis4D INFO: Epoch 1: 14950/75000, ETA: 2:29:12, 6.71it/s, loss: 0.4480, loss_seg: 0.4480, _pixel_acc: 0.8670 [06/22 18:22:11] Vis4D INFO: Epoch 1: 15000/75000, ETA: 2:29:02, 6.71it/s, loss: 0.4206, loss_seg: 0.4206, _pixel_acc: 0.8698 [06/22 18:22:17] Vis4D INFO: Epoch 1: 15050/75000, ETA: 2:28:49, 6.71it/s, loss: 0.3620, loss_seg: 0.3620, _pixel_acc: 0.8848 [06/22 18:22:23] Vis4D INFO: Epoch 1: 15100/75000, ETA: 2:28:37, 6.72it/s, loss: 0.4234, loss_seg: 0.4234, _pixel_acc: 0.8675 [06/22 18:22:30] Vis4D INFO: Epoch 1: 15150/75000, ETA: 2:28:27, 6.72it/s, loss: 0.4333, loss_seg: 0.4333, _pixel_acc: 0.8661 [06/22 18:22:36] Vis4D INFO: Epoch 1: 15200/75000, ETA: 2:28:15, 6.72it/s, loss: 0.3668, loss_seg: 0.3668, _pixel_acc: 0.8860 [06/22 18:22:43] Vis4D INFO: Epoch 1: 15250/75000, ETA: 2:28:03, 6.73it/s, loss: 0.3929, loss_seg: 0.3929, _pixel_acc: 0.8761 [06/22 18:22:49] Vis4D INFO: Epoch 1: 15300/75000, ETA: 2:27:54, 6.73it/s, loss: 0.3890, loss_seg: 0.3890, _pixel_acc: 0.8772 [06/22 18:22:56] Vis4D INFO: Epoch 1: 15350/75000, ETA: 2:27:42, 6.73it/s, loss: 0.4120, loss_seg: 0.4120, _pixel_acc: 0.8691 [06/22 18:23:02] Vis4D INFO: Epoch 1: 15400/75000, ETA: 2:27:29, 6.73it/s, loss: 0.4478, loss_seg: 0.4478, _pixel_acc: 0.8612 [06/22 18:23:09] Vis4D INFO: Epoch 1: 15450/75000, ETA: 2:27:20, 6.74it/s, loss: 0.3866, loss_seg: 0.3866, _pixel_acc: 0.8791 [06/22 18:23:16] Vis4D INFO: Epoch 1: 15500/75000, ETA: 2:27:10, 6.74it/s, loss: 0.3791, loss_seg: 0.3791, _pixel_acc: 0.8816 [06/22 18:23:22] Vis4D INFO: Epoch 1: 15550/75000, ETA: 2:26:58, 6.74it/s, loss: 0.3961, loss_seg: 0.3961, _pixel_acc: 0.8735 [06/22 18:23:28] Vis4D INFO: Epoch 1: 15600/75000, ETA: 2:26:45, 6.75it/s, loss: 0.3873, loss_seg: 0.3873, _pixel_acc: 0.8805 [06/22 18:23:34] Vis4D INFO: Epoch 1: 15650/75000, ETA: 2:26:32, 6.75it/s, loss: 0.3820, loss_seg: 0.3820, _pixel_acc: 0.8809 [06/22 18:23:40] Vis4D INFO: Epoch 1: 15700/75000, ETA: 2:26:19, 6.75it/s, loss: 0.3476, loss_seg: 0.3476, _pixel_acc: 0.8934 [06/22 18:23:46] Vis4D INFO: Epoch 1: 15750/75000, ETA: 2:26:08, 6.76it/s, loss: 0.3808, loss_seg: 0.3808, _pixel_acc: 0.8803 [06/22 18:23:52] Vis4D INFO: Epoch 1: 15800/75000, ETA: 2:25:57, 6.76it/s, loss: 0.3960, loss_seg: 0.3960, _pixel_acc: 0.8762 [06/22 18:23:59] Vis4D INFO: Epoch 1: 15850/75000, ETA: 2:25:45, 6.76it/s, loss: 0.3800, loss_seg: 0.3800, _pixel_acc: 0.8818 [06/22 18:24:05] Vis4D INFO: Epoch 1: 15900/75000, ETA: 2:25:32, 6.77it/s, loss: 0.4110, loss_seg: 0.4110, _pixel_acc: 0.8741 [06/22 18:24:11] Vis4D INFO: Epoch 1: 15950/75000, ETA: 2:25:21, 6.77it/s, loss: 0.4149, loss_seg: 0.4149, _pixel_acc: 0.8680 [06/22 18:24:17] Vis4D INFO: Epoch 1: 16000/75000, ETA: 2:25:09, 6.77it/s, loss: 0.3536, loss_seg: 0.3536, _pixel_acc: 0.8908 [06/22 18:24:23] Vis4D INFO: Epoch 1: 16050/75000, ETA: 2:24:57, 6.78it/s, loss: 0.3720, loss_seg: 0.3720, _pixel_acc: 0.8838 [06/22 18:24:29] Vis4D INFO: Epoch 1: 16100/75000, ETA: 2:24:45, 6.78it/s, loss: 0.4160, loss_seg: 0.4160, _pixel_acc: 0.8673 [06/22 18:24:36] Vis4D INFO: Epoch 1: 16150/75000, ETA: 2:24:34, 6.78it/s, loss: 0.4276, loss_seg: 0.4276, _pixel_acc: 0.8659 [06/22 18:24:42] Vis4D INFO: Epoch 1: 16200/75000, ETA: 2:24:22, 6.79it/s, loss: 0.3693, loss_seg: 0.3693, _pixel_acc: 0.8838 [06/22 18:24:48] Vis4D INFO: Epoch 1: 16250/75000, ETA: 2:24:10, 6.79it/s, loss: 0.4248, loss_seg: 0.4248, _pixel_acc: 0.8654 [06/22 18:24:54] Vis4D INFO: Epoch 1: 16300/75000, ETA: 2:23:56, 6.80it/s, loss: 0.3655, loss_seg: 0.3655, _pixel_acc: 0.8847 [06/22 18:24:59] Vis4D INFO: Epoch 1: 16350/75000, ETA: 2:23:44, 6.80it/s, loss: 0.3528, loss_seg: 0.3528, _pixel_acc: 0.8908 [06/22 18:25:06] Vis4D INFO: Epoch 1: 16400/75000, ETA: 2:23:32, 6.80it/s, loss: 0.3742, loss_seg: 0.3742, _pixel_acc: 0.8817 [06/22 18:25:11] Vis4D INFO: Epoch 1: 16450/75000, ETA: 2:23:20, 6.81it/s, loss: 0.3742, loss_seg: 0.3742, _pixel_acc: 0.8820 [06/22 18:25:18] Vis4D INFO: Epoch 1: 16500/75000, ETA: 2:23:08, 6.81it/s, loss: 0.4054, loss_seg: 0.4054, _pixel_acc: 0.8756 [06/22 18:25:24] Vis4D INFO: Epoch 1: 16550/75000, ETA: 2:22:56, 6.82it/s, loss: 0.3914, loss_seg: 0.3914, _pixel_acc: 0.8770 [06/22 18:25:30] Vis4D INFO: Epoch 1: 16600/75000, ETA: 2:22:45, 6.82it/s, loss: 0.3651, loss_seg: 0.3651, _pixel_acc: 0.8858 [06/22 18:25:36] Vis4D INFO: Epoch 1: 16650/75000, ETA: 2:22:33, 6.82it/s, loss: 0.3691, loss_seg: 0.3691, _pixel_acc: 0.8868 [06/22 18:25:42] Vis4D INFO: Epoch 1: 16700/75000, ETA: 2:22:23, 6.82it/s, loss: 0.3648, loss_seg: 0.3648, _pixel_acc: 0.8868 [06/22 18:25:48] Vis4D INFO: Epoch 1: 16750/75000, ETA: 2:22:11, 6.83it/s, loss: 0.3579, loss_seg: 0.3579, _pixel_acc: 0.8901 [06/22 18:25:54] Vis4D INFO: Epoch 1: 16800/75000, ETA: 2:21:59, 6.83it/s, loss: 0.3943, loss_seg: 0.3943, _pixel_acc: 0.8774 [06/22 18:26:00] Vis4D INFO: Epoch 1: 16850/75000, ETA: 2:21:47, 6.84it/s, loss: 0.3554, loss_seg: 0.3554, _pixel_acc: 0.8886 [06/22 18:26:07] Vis4D INFO: Epoch 1: 16900/75000, ETA: 2:21:36, 6.84it/s, loss: 0.3740, loss_seg: 0.3740, _pixel_acc: 0.8827 [06/22 18:26:13] Vis4D INFO: Epoch 1: 16950/75000, ETA: 2:21:25, 6.84it/s, loss: 0.3342, loss_seg: 0.3342, _pixel_acc: 0.8982 [06/22 18:26:19] Vis4D INFO: Epoch 1: 17000/75000, ETA: 2:21:13, 6.84it/s, loss: 0.3628, loss_seg: 0.3628, _pixel_acc: 0.8856 [06/22 18:26:25] Vis4D INFO: Epoch 1: 17050/75000, ETA: 2:21:01, 6.85it/s, loss: 0.3345, loss_seg: 0.3345, _pixel_acc: 0.8960 [06/22 18:26:31] Vis4D INFO: Epoch 1: 17100/75000, ETA: 2:20:50, 6.85it/s, loss: 0.3834, loss_seg: 0.3834, _pixel_acc: 0.8787 [06/22 18:26:37] Vis4D INFO: Epoch 1: 17150/75000, ETA: 2:20:38, 6.86it/s, loss: 0.3607, loss_seg: 0.3607, _pixel_acc: 0.8862 [06/22 18:26:43] Vis4D INFO: Epoch 1: 17200/75000, ETA: 2:20:26, 6.86it/s, loss: 0.3546, loss_seg: 0.3546, _pixel_acc: 0.8930 [06/22 18:26:49] Vis4D INFO: Epoch 1: 17250/75000, ETA: 2:20:14, 6.86it/s, loss: 0.3968, loss_seg: 0.3968, _pixel_acc: 0.8798 [06/22 18:26:55] Vis4D INFO: Epoch 1: 17300/75000, ETA: 2:20:03, 6.87it/s, loss: 0.3521, loss_seg: 0.3521, _pixel_acc: 0.8906 [06/22 18:27:00] Vis4D INFO: Epoch 1: 17350/75000, ETA: 2:19:50, 6.87it/s, loss: 0.3537, loss_seg: 0.3537, _pixel_acc: 0.8882 [06/22 18:27:06] Vis4D INFO: Epoch 1: 17400/75000, ETA: 2:19:38, 6.87it/s, loss: 0.3586, loss_seg: 0.3586, _pixel_acc: 0.8870 [06/22 18:27:12] Vis4D INFO: Epoch 1: 17450/75000, ETA: 2:19:25, 6.88it/s, loss: 0.3650, loss_seg: 0.3650, _pixel_acc: 0.8849 [06/22 18:27:18] Vis4D INFO: Epoch 1: 17500/75000, ETA: 2:19:13, 6.88it/s, loss: 0.3697, loss_seg: 0.3697, _pixel_acc: 0.8856 [06/22 18:27:23] Vis4D INFO: Epoch 1: 17550/75000, ETA: 2:19:01, 6.89it/s, loss: 0.3852, loss_seg: 0.3852, _pixel_acc: 0.8812 [06/22 18:27:30] Vis4D INFO: Epoch 1: 17600/75000, ETA: 2:18:51, 6.89it/s, loss: 0.3984, loss_seg: 0.3984, _pixel_acc: 0.8757 [06/22 18:27:36] Vis4D INFO: Epoch 1: 17650/75000, ETA: 2:18:40, 6.89it/s, loss: 0.3759, loss_seg: 0.3759, _pixel_acc: 0.8837 [06/22 18:27:42] Vis4D INFO: Epoch 1: 17700/75000, ETA: 2:18:28, 6.90it/s, loss: 0.3715, loss_seg: 0.3715, _pixel_acc: 0.8847 [06/22 18:27:48] Vis4D INFO: Epoch 1: 17750/75000, ETA: 2:18:17, 6.90it/s, loss: 0.3897, loss_seg: 0.3897, _pixel_acc: 0.8772 [06/22 18:27:54] Vis4D INFO: Epoch 1: 17800/75000, ETA: 2:18:05, 6.90it/s, loss: 0.3529, loss_seg: 0.3529, _pixel_acc: 0.8908 [06/22 18:28:00] Vis4D INFO: Epoch 1: 17850/75000, ETA: 2:17:54, 6.91it/s, loss: 0.3595, loss_seg: 0.3595, _pixel_acc: 0.8881 [06/22 18:28:06] Vis4D INFO: Epoch 1: 17900/75000, ETA: 2:17:43, 6.91it/s, loss: 0.3747, loss_seg: 0.3747, _pixel_acc: 0.8856 [06/22 18:28:12] Vis4D INFO: Epoch 1: 17950/75000, ETA: 2:17:32, 6.91it/s, loss: 0.3153, loss_seg: 0.3153, _pixel_acc: 0.9006 [06/22 18:28:17] Vis4D INFO: Epoch 1: 18000/75000, ETA: 2:17:20, 6.92it/s, loss: 0.3508, loss_seg: 0.3508, _pixel_acc: 0.8905 [06/22 18:28:23] Vis4D INFO: Epoch 1: 18050/75000, ETA: 2:17:08, 6.92it/s, loss: 0.3234, loss_seg: 0.3234, _pixel_acc: 0.8993 [06/22 18:28:29] Vis4D INFO: Epoch 1: 18100/75000, ETA: 2:16:57, 6.92it/s, loss: 0.3507, loss_seg: 0.3507, _pixel_acc: 0.8931 [06/22 18:28:35] Vis4D INFO: Epoch 1: 18150/75000, ETA: 2:16:45, 6.93it/s, loss: 0.3786, loss_seg: 0.3786, _pixel_acc: 0.8828 [06/22 18:28:41] Vis4D INFO: Epoch 1: 18200/75000, ETA: 2:16:35, 6.93it/s, loss: 0.3611, loss_seg: 0.3611, _pixel_acc: 0.8862 [06/22 18:28:47] Vis4D INFO: Epoch 1: 18250/75000, ETA: 2:16:25, 6.93it/s, loss: 0.3747, loss_seg: 0.3747, _pixel_acc: 0.8853 [06/22 18:28:53] Vis4D INFO: Epoch 1: 18300/75000, ETA: 2:16:12, 6.94it/s, loss: 0.3599, loss_seg: 0.3599, _pixel_acc: 0.8867 [06/22 18:28:59] Vis4D INFO: Epoch 1: 18350/75000, ETA: 2:16:02, 6.94it/s, loss: 0.3509, loss_seg: 0.3509, _pixel_acc: 0.8881 [06/22 18:29:05] Vis4D INFO: Epoch 1: 18400/75000, ETA: 2:15:51, 6.94it/s, loss: 0.3581, loss_seg: 0.3581, _pixel_acc: 0.8878 [06/22 18:29:11] Vis4D INFO: Epoch 1: 18450/75000, ETA: 2:15:39, 6.95it/s, loss: 0.3398, loss_seg: 0.3398, _pixel_acc: 0.8904 [06/22 18:29:17] Vis4D INFO: Epoch 1: 18500/75000, ETA: 2:15:29, 6.95it/s, loss: 0.3529, loss_seg: 0.3529, _pixel_acc: 0.8883 [06/22 18:29:23] Vis4D INFO: Epoch 1: 18550/75000, ETA: 2:15:17, 6.95it/s, loss: 0.3242, loss_seg: 0.3242, _pixel_acc: 0.8988 [06/22 18:29:28] Vis4D INFO: Epoch 1: 18600/75000, ETA: 2:15:05, 6.96it/s, loss: 0.3135, loss_seg: 0.3135, _pixel_acc: 0.8989 [06/22 18:29:34] Vis4D INFO: Epoch 1: 18650/75000, ETA: 2:14:55, 6.96it/s, loss: 0.3360, loss_seg: 0.3360, _pixel_acc: 0.8960 [06/22 18:29:40] Vis4D INFO: Epoch 1: 18700/75000, ETA: 2:14:44, 6.96it/s, loss: 0.3377, loss_seg: 0.3377, _pixel_acc: 0.8923 [06/22 18:29:47] Vis4D INFO: Epoch 1: 18750/75000, ETA: 2:14:34, 6.97it/s, loss: 0.3431, loss_seg: 0.3431, _pixel_acc: 0.8939 [06/22 18:29:52] Vis4D INFO: Epoch 1: 18800/75000, ETA: 2:14:22, 6.97it/s, loss: 0.3449, loss_seg: 0.3449, _pixel_acc: 0.8920 [06/22 18:29:58] Vis4D INFO: Epoch 1: 18850/75000, ETA: 2:14:11, 6.97it/s, loss: 0.3428, loss_seg: 0.3428, _pixel_acc: 0.8896 [06/22 18:30:04] Vis4D INFO: Epoch 1: 18900/75000, ETA: 2:14:00, 6.98it/s, loss: 0.3701, loss_seg: 0.3701, _pixel_acc: 0.8861 [06/22 18:30:10] Vis4D INFO: Epoch 1: 18950/75000, ETA: 2:13:49, 6.98it/s, loss: 0.4067, loss_seg: 0.4067, _pixel_acc: 0.8719 [06/22 18:30:16] Vis4D INFO: Epoch 1: 19000/75000, ETA: 2:13:37, 6.98it/s, loss: 0.3319, loss_seg: 0.3319, _pixel_acc: 0.8940 [06/22 18:30:21] Vis4D INFO: Epoch 1: 19050/75000, ETA: 2:13:25, 6.99it/s, loss: 0.3855, loss_seg: 0.3855, _pixel_acc: 0.8817 [06/22 18:30:27] Vis4D INFO: Epoch 1: 19100/75000, ETA: 2:13:14, 6.99it/s, loss: 0.4004, loss_seg: 0.4004, _pixel_acc: 0.8728 [06/22 18:30:32] Vis4D INFO: Epoch 1: 19150/75000, ETA: 2:13:03, 7.00it/s, loss: 0.3341, loss_seg: 0.3341, _pixel_acc: 0.8964 [06/22 18:30:38] Vis4D INFO: Epoch 1: 19200/75000, ETA: 2:12:51, 7.00it/s, loss: 0.3519, loss_seg: 0.3519, _pixel_acc: 0.8880 [06/22 18:30:44] Vis4D INFO: Epoch 1: 19250/75000, ETA: 2:12:40, 7.00it/s, loss: 0.3433, loss_seg: 0.3433, _pixel_acc: 0.8922 [06/22 18:30:49] Vis4D INFO: Epoch 1: 19300/75000, ETA: 2:12:28, 7.01it/s, loss: 0.3376, loss_seg: 0.3376, _pixel_acc: 0.8946 [06/22 18:30:55] Vis4D INFO: Epoch 1: 19350/75000, ETA: 2:12:17, 7.01it/s, loss: 0.3547, loss_seg: 0.3547, _pixel_acc: 0.8882 [06/22 18:31:01] Vis4D INFO: Epoch 1: 19400/75000, ETA: 2:12:05, 7.02it/s, loss: 0.3517, loss_seg: 0.3517, _pixel_acc: 0.8909 [06/22 18:31:06] Vis4D INFO: Epoch 1: 19450/75000, ETA: 2:11:54, 7.02it/s, loss: 0.3350, loss_seg: 0.3350, _pixel_acc: 0.8952 [06/22 18:31:12] Vis4D INFO: Epoch 1: 19500/75000, ETA: 2:11:43, 7.02it/s, loss: 0.3845, loss_seg: 0.3845, _pixel_acc: 0.8817 [06/22 18:31:18] Vis4D INFO: Epoch 1: 19550/75000, ETA: 2:11:33, 7.03it/s, loss: 0.3534, loss_seg: 0.3534, _pixel_acc: 0.8862 [06/22 18:31:24] Vis4D INFO: Epoch 1: 19600/75000, ETA: 2:11:21, 7.03it/s, loss: 0.3353, loss_seg: 0.3353, _pixel_acc: 0.8966 [06/22 18:31:29] Vis4D INFO: Epoch 1: 19650/75000, ETA: 2:11:10, 7.03it/s, loss: 0.3151, loss_seg: 0.3151, _pixel_acc: 0.9014 [06/22 18:31:35] Vis4D INFO: Epoch 1: 19700/75000, ETA: 2:10:59, 7.04it/s, loss: 0.3380, loss_seg: 0.3380, _pixel_acc: 0.8917 [06/22 18:31:41] Vis4D INFO: Epoch 1: 19750/75000, ETA: 2:10:47, 7.04it/s, loss: 0.3092, loss_seg: 0.3092, _pixel_acc: 0.9013 [06/22 18:31:46] Vis4D INFO: Epoch 1: 19800/75000, ETA: 2:10:37, 7.04it/s, loss: 0.3144, loss_seg: 0.3144, _pixel_acc: 0.9015 [06/22 18:31:52] Vis4D INFO: Epoch 1: 19850/75000, ETA: 2:10:26, 7.05it/s, loss: 0.3593, loss_seg: 0.3593, _pixel_acc: 0.8920 [06/22 18:31:58] Vis4D INFO: Epoch 1: 19900/75000, ETA: 2:10:14, 7.05it/s, loss: 0.3554, loss_seg: 0.3554, _pixel_acc: 0.8881 [06/22 18:32:03] Vis4D INFO: Epoch 1: 19950/75000, ETA: 2:10:03, 7.05it/s, loss: 0.3408, loss_seg: 0.3408, _pixel_acc: 0.8932 [06/22 18:32:09] Vis4D INFO: Epoch 1: 20000/75000, ETA: 2:09:52, 7.06it/s, loss: 0.3384, loss_seg: 0.3384, _pixel_acc: 0.8940 [06/22 18:32:15] Vis4D INFO: Testing: 50/12500, ETA: 0:24:55, 8.33it/s [06/22 18:32:21] Vis4D INFO: Testing: 100/12500, ETA: 0:24:28, 8.44it/s [06/22 18:32:27] Vis4D INFO: Testing: 150/12500, ETA: 0:24:21, 8.45it/s [06/22 18:32:33] Vis4D INFO: Testing: 200/12500, ETA: 0:24:13, 8.46it/s [06/22 18:32:39] Vis4D INFO: Testing: 250/12500, ETA: 0:24:06, 8.47it/s [06/22 18:32:44] Vis4D INFO: Testing: 300/12500, ETA: 0:23:57, 8.48it/s [06/22 18:32:50] Vis4D INFO: Testing: 350/12500, ETA: 0:23:49, 8.50it/s [06/22 18:32:56] Vis4D INFO: Testing: 400/12500, ETA: 0:23:42, 8.51it/s [06/22 18:33:02] Vis4D INFO: Testing: 450/12500, ETA: 0:23:35, 8.51it/s [06/22 18:33:08] Vis4D INFO: Testing: 500/12500, ETA: 0:23:28, 8.52it/s [06/22 18:33:14] Vis4D INFO: Testing: 550/12500, ETA: 0:23:21, 8.53it/s [06/22 18:33:19] Vis4D INFO: Testing: 600/12500, ETA: 0:23:15, 8.53it/s [06/22 18:33:25] Vis4D INFO: Testing: 650/12500, ETA: 0:23:09, 8.53it/s [06/22 18:33:31] Vis4D INFO: Testing: 700/12500, ETA: 0:23:03, 8.53it/s [06/22 18:33:37] Vis4D INFO: Testing: 750/12500, ETA: 0:22:57, 8.53it/s [06/22 18:33:43] Vis4D INFO: Testing: 800/12500, ETA: 0:22:51, 8.53it/s [06/22 18:33:49] Vis4D INFO: Testing: 850/12500, ETA: 0:22:44, 8.54it/s [06/22 18:33:54] Vis4D INFO: Testing: 900/12500, ETA: 0:22:38, 8.54it/s [06/22 18:34:00] Vis4D INFO: Testing: 950/12500, ETA: 0:22:32, 8.54it/s [06/22 18:34:06] Vis4D INFO: Testing: 1000/12500, ETA: 0:22:26, 8.54it/s [06/22 18:34:12] Vis4D INFO: Testing: 1050/12500, ETA: 0:22:19, 8.55it/s [06/22 18:34:18] Vis4D INFO: Testing: 1100/12500, ETA: 0:22:13, 8.55it/s [06/22 18:34:24] Vis4D INFO: Testing: 1150/12500, ETA: 0:22:07, 8.55it/s [06/22 18:34:29] Vis4D INFO: Testing: 1200/12500, ETA: 0:22:01, 8.55it/s [06/22 18:34:35] Vis4D INFO: Testing: 1250/12500, ETA: 0:21:56, 8.55it/s [06/22 18:34:41] Vis4D INFO: Testing: 1300/12500, ETA: 0:21:50, 8.55it/s [06/22 18:34:47] Vis4D INFO: Testing: 1350/12500, ETA: 0:21:44, 8.55it/s [06/22 18:34:53] Vis4D INFO: Testing: 1400/12500, ETA: 0:21:38, 8.55it/s [06/22 18:34:59] Vis4D INFO: Testing: 1450/12500, ETA: 0:21:32, 8.55it/s [06/22 18:35:05] Vis4D INFO: Testing: 1500/12500, ETA: 0:21:27, 8.55it/s [06/22 18:35:10] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:21, 8.55it/s [06/22 18:35:16] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:15, 8.55it/s [06/22 18:35:22] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:09, 8.55it/s [06/22 18:35:28] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:03, 8.55it/s [06/22 18:35:34] Vis4D INFO: Testing: 1750/12500, ETA: 0:20:57, 8.55it/s [06/22 18:35:39] Vis4D INFO: Testing: 1800/12500, ETA: 0:20:51, 8.55it/s [06/22 18:35:45] Vis4D INFO: Testing: 1850/12500, ETA: 0:20:45, 8.55it/s [06/22 18:35:51] Vis4D INFO: Testing: 1900/12500, ETA: 0:20:39, 8.55it/s [06/22 18:35:57] Vis4D INFO: Testing: 1950/12500, ETA: 0:20:33, 8.55it/s [06/22 18:36:03] Vis4D INFO: Testing: 2000/12500, ETA: 0:20:27, 8.55it/s [06/22 18:36:09] Vis4D INFO: Testing: 2050/12500, ETA: 0:20:21, 8.55it/s [06/22 18:36:15] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:16, 8.55it/s [06/22 18:36:20] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:10, 8.55it/s [06/22 18:36:26] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:04, 8.55it/s [06/22 18:36:32] Vis4D INFO: Testing: 2250/12500, ETA: 0:19:58, 8.56it/s [06/22 18:36:38] Vis4D INFO: Testing: 2300/12500, ETA: 0:19:51, 8.56it/s [06/22 18:36:43] Vis4D INFO: Testing: 2350/12500, ETA: 0:19:45, 8.56it/s [06/22 18:36:49] Vis4D INFO: Testing: 2400/12500, ETA: 0:19:39, 8.56it/s [06/22 18:36:55] Vis4D INFO: Testing: 2450/12500, ETA: 0:19:33, 8.57it/s [06/22 18:37:01] Vis4D INFO: Testing: 2500/12500, ETA: 0:19:26, 8.57it/s [06/22 18:37:07] Vis4D INFO: Testing: 2550/12500, ETA: 0:19:21, 8.57it/s [06/22 18:37:12] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:15, 8.57it/s [06/22 18:37:18] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:09, 8.57it/s [06/22 18:37:24] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:02, 8.57it/s [06/22 18:37:30] Vis4D INFO: Testing: 2750/12500, ETA: 0:18:57, 8.57it/s [06/22 18:37:35] Vis4D INFO: Testing: 2800/12500, ETA: 0:18:51, 8.58it/s [06/22 18:37:41] Vis4D INFO: Testing: 2850/12500, ETA: 0:18:45, 8.58it/s [06/22 18:37:47] Vis4D INFO: Testing: 2900/12500, ETA: 0:18:38, 8.58it/s [06/22 18:37:53] Vis4D INFO: Testing: 2950/12500, ETA: 0:18:32, 8.58it/s [06/22 18:37:59] Vis4D INFO: Testing: 3000/12500, ETA: 0:18:26, 8.58it/s [06/22 18:38:04] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:20, 8.59it/s [06/22 18:38:10] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:14, 8.59it/s [06/22 18:38:16] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:08, 8.59it/s [06/22 18:38:21] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:02, 8.59it/s [06/22 18:38:27] Vis4D INFO: Testing: 3250/12500, ETA: 0:17:56, 8.59it/s [06/22 18:38:33] Vis4D INFO: Testing: 3300/12500, ETA: 0:17:50, 8.59it/s [06/22 18:38:39] Vis4D INFO: Testing: 3350/12500, ETA: 0:17:44, 8.59it/s [06/22 18:38:45] Vis4D INFO: Testing: 3400/12500, ETA: 0:17:38, 8.59it/s [06/22 18:38:50] Vis4D INFO: Testing: 3450/12500, ETA: 0:17:32, 8.59it/s [06/22 18:38:56] Vis4D INFO: Testing: 3500/12500, ETA: 0:17:26, 8.60it/s [06/22 18:39:02] Vis4D INFO: Testing: 3550/12500, ETA: 0:17:20, 8.60it/s [06/22 18:39:08] Vis4D INFO: Testing: 3600/12500, ETA: 0:17:15, 8.60it/s [06/22 18:39:13] Vis4D INFO: Testing: 3650/12500, ETA: 0:17:09, 8.60it/s [06/22 18:39:19] Vis4D INFO: Testing: 3700/12500, ETA: 0:17:03, 8.60it/s [06/22 18:39:25] Vis4D INFO: Testing: 3750/12500, ETA: 0:16:57, 8.60it/s [06/22 18:39:31] Vis4D INFO: Testing: 3800/12500, ETA: 0:16:51, 8.60it/s [06/22 18:39:37] Vis4D INFO: Testing: 3850/12500, ETA: 0:16:45, 8.60it/s [06/22 18:39:42] Vis4D INFO: Testing: 3900/12500, ETA: 0:16:39, 8.60it/s [06/22 18:39:48] Vis4D INFO: Testing: 3950/12500, ETA: 0:16:34, 8.60it/s [06/22 18:39:54] Vis4D INFO: Testing: 4000/12500, ETA: 0:16:28, 8.60it/s [06/22 18:40:00] Vis4D INFO: Testing: 4050/12500, ETA: 0:16:22, 8.60it/s [06/22 18:40:06] Vis4D INFO: Testing: 4100/12500, ETA: 0:16:16, 8.60it/s [06/22 18:40:11] Vis4D INFO: Testing: 4150/12500, ETA: 0:16:10, 8.60it/s [06/22 18:40:17] Vis4D INFO: Testing: 4200/12500, ETA: 0:16:04, 8.60it/s [06/22 18:40:23] Vis4D INFO: Testing: 4250/12500, ETA: 0:15:59, 8.60it/s [06/22 18:40:29] Vis4D INFO: Testing: 4300/12500, ETA: 0:15:53, 8.60it/s [06/22 18:40:35] Vis4D INFO: Testing: 4350/12500, ETA: 0:15:47, 8.60it/s [06/22 18:40:41] Vis4D INFO: Testing: 4400/12500, ETA: 0:15:41, 8.60it/s [06/22 18:40:46] Vis4D INFO: Testing: 4450/12500, ETA: 0:15:36, 8.60it/s [06/22 18:40:52] Vis4D INFO: Testing: 4500/12500, ETA: 0:15:30, 8.60it/s [06/22 18:40:58] Vis4D INFO: Testing: 4550/12500, ETA: 0:15:24, 8.60it/s [06/22 18:41:04] Vis4D INFO: Testing: 4600/12500, ETA: 0:15:18, 8.60it/s [06/22 18:41:10] Vis4D INFO: Testing: 4650/12500, ETA: 0:15:12, 8.60it/s [06/22 18:41:16] Vis4D INFO: Testing: 4700/12500, ETA: 0:15:06, 8.60it/s [06/22 18:41:21] Vis4D INFO: Testing: 4750/12500, ETA: 0:15:01, 8.60it/s [06/22 18:41:27] Vis4D INFO: Testing: 4800/12500, ETA: 0:14:55, 8.60it/s [06/22 18:41:33] Vis4D INFO: Testing: 4850/12500, ETA: 0:14:49, 8.60it/s [06/22 18:41:39] Vis4D INFO: Testing: 4900/12500, ETA: 0:14:43, 8.60it/s [06/22 18:41:45] Vis4D INFO: Testing: 4950/12500, ETA: 0:14:37, 8.60it/s [06/22 18:41:51] Vis4D INFO: Testing: 5000/12500, ETA: 0:14:32, 8.60it/s [06/22 18:41:56] Vis4D INFO: Testing: 5050/12500, ETA: 0:14:26, 8.60it/s [06/22 18:42:02] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:20, 8.60it/s [06/22 18:42:08] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:14, 8.60it/s [06/22 18:42:14] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:09, 8.60it/s [06/22 18:42:20] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:03, 8.60it/s [06/22 18:42:25] Vis4D INFO: Testing: 5300/12500, ETA: 0:13:57, 8.60it/s [06/22 18:42:31] Vis4D INFO: Testing: 5350/12500, ETA: 0:13:51, 8.60it/s [06/22 18:42:37] Vis4D INFO: Testing: 5400/12500, ETA: 0:13:45, 8.60it/s [06/22 18:42:43] Vis4D INFO: Testing: 5450/12500, ETA: 0:13:40, 8.60it/s [06/22 18:42:49] Vis4D INFO: Testing: 5500/12500, ETA: 0:13:34, 8.60it/s [06/22 18:42:55] Vis4D INFO: Testing: 5550/12500, ETA: 0:13:28, 8.60it/s [06/22 18:43:00] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 6300/12500, ETA: 0:12:01, 8.59it/s [06/22 18:44:28] Vis4D INFO: Testing: 6350/12500, ETA: 0:11:55, 8.60it/s [06/22 18:44:34] Vis4D INFO: Testing: 6400/12500, ETA: 0:11:49, 8.60it/s [06/22 18:44:39] Vis4D INFO: Testing: 6450/12500, ETA: 0:11:43, 8.60it/s [06/22 18:44:45] Vis4D INFO: Testing: 6500/12500, ETA: 0:11:38, 8.59it/s [06/22 18:44:51] Vis4D INFO: Testing: 6550/12500, ETA: 0:11:32, 8.59it/s [06/22 18:44:57] Vis4D INFO: Testing: 6600/12500, ETA: 0:11:26, 8.60it/s [06/22 18:45:03] Vis4D INFO: Testing: 6650/12500, ETA: 0:11:20, 8.60it/s [06/22 18:45:08] Vis4D INFO: Testing: 6700/12500, ETA: 0:11:14, 8.60it/s [06/22 18:45:14] Vis4D INFO: Testing: 6750/12500, ETA: 0:11:08, 8.60it/s [06/22 18:45:20] Vis4D INFO: Testing: 6800/12500, ETA: 0:11:03, 8.60it/s [06/22 18:45:26] Vis4D INFO: Testing: 6850/12500, ETA: 0:10:57, 8.60it/s [06/22 18:45:32] Vis4D INFO: Testing: 6900/12500, ETA: 0:10:51, 8.60it/s [06/22 18:45:38] Vis4D INFO: Testing: 6950/12500, ETA: 0:10:45, 8.60it/s [06/22 18:45:43] Vis4D INFO: Testing: 7000/12500, ETA: 0:10:39, 8.59it/s [06/22 18:45:49] Vis4D INFO: Testing: 7050/12500, ETA: 0:10:34, 8.59it/s [06/22 18:45:55] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:28, 8.59it/s [06/22 18:46:01] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:22, 8.59it/s [06/22 18:46:07] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:16, 8.59it/s [06/22 18:46:13] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:10, 8.59it/s [06/22 18:46:19] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:05, 8.59it/s [06/22 18:46:24] Vis4D INFO: Testing: 7350/12500, ETA: 0:09:59, 8.59it/s [06/22 18:46:30] Vis4D INFO: Testing: 7400/12500, ETA: 0:09:53, 8.59it/s [06/22 18:46:36] Vis4D INFO: Testing: 7450/12500, ETA: 0:09:47, 8.59it/s [06/22 18:46:42] Vis4D INFO: Testing: 7500/12500, ETA: 0:09:41, 8.59it/s [06/22 18:46:48] Vis4D INFO: Testing: 7550/12500, ETA: 0:09:36, 8.59it/s [06/22 18:46:53] Vis4D INFO: Testing: 7600/12500, ETA: 0:09:30, 8.59it/s [06/22 18:46:59] Vis4D INFO: Testing: 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Vis4D INFO: Testing: 8350/12500, ETA: 0:08:03, 8.59it/s [06/22 18:48:27] Vis4D INFO: Testing: 8400/12500, ETA: 0:07:57, 8.59it/s [06/22 18:48:33] Vis4D INFO: Testing: 8450/12500, ETA: 0:07:51, 8.59it/s [06/22 18:48:38] Vis4D INFO: Testing: 8500/12500, ETA: 0:07:45, 8.59it/s [06/22 18:48:44] Vis4D INFO: Testing: 8550/12500, ETA: 0:07:39, 8.59it/s [06/22 18:48:50] Vis4D INFO: Testing: 8600/12500, ETA: 0:07:33, 8.59it/s [06/22 18:48:56] Vis4D INFO: Testing: 8650/12500, ETA: 0:07:28, 8.59it/s [06/22 18:49:02] Vis4D INFO: Testing: 8700/12500, ETA: 0:07:22, 8.59it/s [06/22 18:49:08] Vis4D INFO: Testing: 8750/12500, ETA: 0:07:16, 8.59it/s [06/22 18:49:13] Vis4D INFO: Testing: 8800/12500, ETA: 0:07:10, 8.59it/s [06/22 18:49:19] Vis4D INFO: Testing: 8850/12500, ETA: 0:07:04, 8.59it/s [06/22 18:49:25] Vis4D INFO: Testing: 8900/12500, ETA: 0:06:59, 8.59it/s [06/22 18:49:31] Vis4D INFO: Testing: 8950/12500, ETA: 0:06:53, 8.59it/s [06/22 18:49:37] Vis4D INFO: Testing: 9000/12500, ETA: 0:06:47, 8.59it/s [06/22 18:49:42] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:41, 8.59it/s [06/22 18:49:48] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:35, 8.59it/s [06/22 18:49:54] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:29, 8.59it/s [06/22 18:50:00] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:24, 8.59it/s [06/22 18:50:06] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:18, 8.59it/s [06/22 18:50:11] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:12, 8.59it/s [06/22 18:50:17] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:06, 8.59it/s [06/22 18:50:23] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:00, 8.59it/s [06/22 18:50:29] Vis4D INFO: Testing: 9450/12500, ETA: 0:05:55, 8.59it/s [06/22 18:50:35] Vis4D INFO: Testing: 9500/12500, ETA: 0:05:49, 8.59it/s [06/22 18:50:41] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:43, 8.59it/s [06/22 18:50:47] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:37, 8.59it/s [06/22 18:50:52] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:31, 8.59it/s [06/22 18:50:58] Vis4D INFO: Testing: 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18:52:20] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:04, 8.59it/s [06/22 18:52:26] Vis4D INFO: Testing: 10450/12500, ETA: 0:03:58, 8.59it/s [06/22 18:52:32] Vis4D INFO: Testing: 10500/12500, ETA: 0:03:52, 8.59it/s [06/22 18:52:37] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:47, 8.59it/s [06/22 18:52:43] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:41, 8.59it/s [06/22 18:52:49] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:35, 8.59it/s [06/22 18:52:55] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:29, 8.59it/s [06/22 18:53:01] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:23, 8.59it/s [06/22 18:53:06] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:17, 8.59it/s [06/22 18:53:12] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:12, 8.59it/s [06/22 18:53:18] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:06, 8.59it/s [06/22 18:53:24] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:00, 8.59it/s [06/22 18:53:30] Vis4D INFO: Testing: 11000/12500, ETA: 0:02:54, 8.59it/s [06/22 18:53:36] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:48, 8.59it/s [06/22 18:53:41] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:43, 8.59it/s [06/22 18:53:47] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:37, 8.59it/s [06/22 18:53:53] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:31, 8.59it/s [06/22 18:53:59] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:25, 8.59it/s [06/22 18:54:05] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:19, 8.59it/s [06/22 18:54:11] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:13, 8.59it/s [06/22 18:54:16] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:08, 8.59it/s [06/22 18:54:22] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:02, 8.59it/s [06/22 18:54:28] Vis4D INFO: Testing: 11500/12500, ETA: 0:01:56, 8.59it/s [06/22 18:54:34] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:50, 8.59it/s [06/22 18:54:40] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:44, 8.59it/s [06/22 18:54:46] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:38, 8.59it/s [06/22 18:54:51] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:33, 8.59it/s [06/22 18:54:57] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:27, 8.59it/s [06/22 18:55:03] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:21, 8.59it/s [06/22 18:55:09] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:15, 8.59it/s [06/22 18:55:15] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:09, 8.59it/s [06/22 18:55:21] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:04, 8.59it/s [06/22 18:55:26] Vis4D INFO: Testing: 12000/12500, ETA: 0:00:58, 8.59it/s [06/22 18:55:32] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:52, 8.59it/s [06/22 18:55:38] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:46, 8.59it/s [06/22 18:55:44] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:40, 8.59it/s [06/22 18:55:50] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:34, 8.59it/s [06/22 18:55:55] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:29, 8.59it/s [06/22 18:56:01] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:23, 8.59it/s [06/22 18:56:07] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:17, 8.59it/s [06/22 18:56:13] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:11, 8.59it/s [06/22 18:56:19] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:05, 8.59it/s [06/22 18:56:25] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.59it/s [06/22 18:56:25] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/22 18:56:25] Vis4D INFO: mIoU: 55.4460 [06/22 18:56:25] Vis4D INFO: Showing evaluation results for mIoU [06/22 18:56:25] Vis4D INFO: mIoU: 55.446% unlabeled: (nan%), building: (64.759%), fence: (30.907%), other: (nan%), pedestrian: (45.360%), pole: (36.764%), road line: (63.920%), road: (88.918%), sidewalk: (68.716%), vegetation: (60.132%), vehicle: (62.486%), wall: (50.802%), traffic sign: (30.856%), sky: (82.558%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (38.276%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (51.789%) [06/22 18:56:33] Vis4D INFO: Epoch 1: 20050/75000, ETA: 1:06:52, 13.69it/s, loss: 0.3694, loss_seg: 0.3694, _pixel_acc: 0.8828 [06/22 18:56:42] Vis4D INFO: Epoch 1: 20100/75000, ETA: 1:07:03, 13.65it/s, loss: 0.3175, loss_seg: 0.3175, _pixel_acc: 0.9004 [06/22 18:56:51] Vis4D INFO: Epoch 1: 20150/75000, ETA: 1:07:13, 13.60it/s, loss: 0.3439, loss_seg: 0.3439, _pixel_acc: 0.8926 [06/22 18:56:59] Vis4D INFO: Epoch 1: 20200/75000, ETA: 1:07:23, 13.55it/s, loss: 0.3151, loss_seg: 0.3151, _pixel_acc: 0.9021 [06/22 18:57:08] Vis4D INFO: Epoch 1: 20250/75000, ETA: 1:07:32, 13.51it/s, loss: 0.3607, loss_seg: 0.3607, _pixel_acc: 0.8893 [06/22 18:57:17] Vis4D INFO: Epoch 1: 20300/75000, ETA: 1:07:42, 13.47it/s, loss: 0.3455, loss_seg: 0.3455, _pixel_acc: 0.8919 [06/22 18:57:25] Vis4D INFO: Epoch 1: 20350/75000, ETA: 1:07:51, 13.42it/s, loss: 0.3705, loss_seg: 0.3705, _pixel_acc: 0.8832 [06/22 18:57:33] Vis4D INFO: Epoch 1: 20400/75000, ETA: 1:07:59, 13.38it/s, loss: 0.3561, loss_seg: 0.3561, _pixel_acc: 0.8895 [06/22 18:57:42] Vis4D INFO: Epoch 1: 20450/75000, ETA: 1:08:09, 13.34it/s, loss: 0.3082, loss_seg: 0.3082, _pixel_acc: 0.8995 [06/22 18:57:51] Vis4D INFO: Epoch 1: 20500/75000, ETA: 1:08:18, 13.30it/s, loss: 0.3229, loss_seg: 0.3229, _pixel_acc: 0.8967 [06/22 18:57:59] Vis4D INFO: Epoch 1: 20550/75000, ETA: 1:08:27, 13.26it/s, loss: 0.3199, loss_seg: 0.3199, _pixel_acc: 0.8985 [06/22 18:58:08] Vis4D INFO: Epoch 1: 20600/75000, ETA: 1:08:35, 13.22it/s, loss: 0.3562, loss_seg: 0.3562, _pixel_acc: 0.8891 [06/22 18:58:16] Vis4D INFO: Epoch 1: 20650/75000, ETA: 1:08:43, 13.18it/s, loss: 0.3042, loss_seg: 0.3042, _pixel_acc: 0.9037 [06/22 18:58:24] Vis4D INFO: Epoch 1: 20700/75000, ETA: 1:08:50, 13.15it/s, loss: 0.2984, loss_seg: 0.2984, _pixel_acc: 0.9056 [06/22 18:58:32] Vis4D INFO: Epoch 1: 20750/75000, ETA: 1:08:57, 13.11it/s, loss: 0.3213, loss_seg: 0.3213, _pixel_acc: 0.8978 [06/22 18:58:39] Vis4D INFO: Epoch 1: 20800/75000, ETA: 1:09:04, 13.08it/s, loss: 0.3203, loss_seg: 0.3203, _pixel_acc: 0.9000 [06/22 18:58:48] Vis4D INFO: Epoch 1: 20850/75000, ETA: 1:09:12, 13.04it/s, loss: 0.3211, loss_seg: 0.3211, _pixel_acc: 0.8990 [06/22 18:58:56] Vis4D INFO: Epoch 1: 20900/75000, ETA: 1:09:19, 13.01it/s, loss: 0.3240, loss_seg: 0.3240, _pixel_acc: 0.8970 [06/22 18:59:03] Vis4D INFO: Epoch 1: 20950/75000, ETA: 1:09:25, 12.98it/s, loss: 0.3217, loss_seg: 0.3217, _pixel_acc: 0.8987 [06/22 18:59:12] Vis4D INFO: Epoch 1: 21000/75000, ETA: 1:09:33, 12.94it/s, loss: 0.3296, loss_seg: 0.3296, _pixel_acc: 0.8950 [06/22 18:59:20] Vis4D INFO: Epoch 1: 21050/75000, ETA: 1:09:41, 12.90it/s, loss: 0.3211, loss_seg: 0.3211, _pixel_acc: 0.8986 [06/22 18:59:28] Vis4D INFO: Epoch 1: 21100/75000, ETA: 1:09:46, 12.87it/s, loss: 0.3583, loss_seg: 0.3583, _pixel_acc: 0.8908 [06/22 18:59:36] Vis4D INFO: Epoch 1: 21150/75000, ETA: 1:09:54, 12.84it/s, loss: 0.3799, loss_seg: 0.3799, _pixel_acc: 0.8774 [06/22 18:59:45] Vis4D INFO: Epoch 1: 21200/75000, ETA: 1:10:01, 12.81it/s, loss: 0.2849, loss_seg: 0.2849, _pixel_acc: 0.9104 [06/22 18:59:52] Vis4D INFO: Epoch 1: 21250/75000, ETA: 1:10:07, 12.77it/s, loss: 0.2821, loss_seg: 0.2821, _pixel_acc: 0.9115 [06/22 19:00:01] Vis4D INFO: Epoch 1: 21300/75000, ETA: 1:10:15, 12.74it/s, loss: 0.3455, loss_seg: 0.3455, _pixel_acc: 0.8938 [06/22 19:00:09] Vis4D INFO: Epoch 1: 21350/75000, ETA: 1:10:20, 12.71it/s, loss: 0.3156, loss_seg: 0.3156, _pixel_acc: 0.8997 [06/22 19:00:17] Vis4D INFO: Epoch 1: 21400/75000, ETA: 1:10:27, 12.68it/s, loss: 0.3510, loss_seg: 0.3510, _pixel_acc: 0.8851 [06/22 19:00:25] Vis4D INFO: Epoch 1: 21450/75000, ETA: 1:10:33, 12.65it/s, loss: 0.3130, loss_seg: 0.3130, _pixel_acc: 0.9019 [06/22 19:00:33] Vis4D INFO: Epoch 1: 21500/75000, ETA: 1:10:38, 12.62it/s, loss: 0.3151, loss_seg: 0.3151, _pixel_acc: 0.8994 [06/22 19:00:40] Vis4D INFO: Epoch 1: 21550/75000, ETA: 1:10:43, 12.59it/s, loss: 0.3136, loss_seg: 0.3136, _pixel_acc: 0.9001 [06/22 19:00:47] Vis4D INFO: Epoch 1: 21600/75000, ETA: 1:10:47, 12.57it/s, loss: 0.3370, loss_seg: 0.3370, _pixel_acc: 0.8937 [06/22 19:00:55] Vis4D INFO: Epoch 1: 21650/75000, ETA: 1:10:52, 12.55it/s, loss: 0.3283, loss_seg: 0.3283, _pixel_acc: 0.8950 [06/22 19:01:02] Vis4D INFO: Epoch 1: 21700/75000, ETA: 1:10:56, 12.52it/s, loss: 0.3293, loss_seg: 0.3293, _pixel_acc: 0.8954 [06/22 19:01:09] Vis4D INFO: Epoch 1: 21750/75000, ETA: 1:11:00, 12.50it/s, loss: 0.3144, loss_seg: 0.3144, _pixel_acc: 0.9025 [06/22 19:01:17] Vis4D INFO: Epoch 1: 21800/75000, ETA: 1:11:05, 12.47it/s, loss: 0.2993, loss_seg: 0.2993, _pixel_acc: 0.9063 [06/22 19:01:25] Vis4D INFO: Epoch 1: 21850/75000, ETA: 1:11:11, 12.44it/s, loss: 0.2893, loss_seg: 0.2893, _pixel_acc: 0.9060 [06/22 19:01:32] Vis4D INFO: Epoch 1: 21900/75000, ETA: 1:11:14, 12.42it/s, loss: 0.3047, loss_seg: 0.3047, _pixel_acc: 0.9015 [06/22 19:01:40] Vis4D INFO: Epoch 1: 21950/75000, ETA: 1:11:19, 12.40it/s, loss: 0.2899, loss_seg: 0.2899, _pixel_acc: 0.9075 [06/22 19:01:47] Vis4D INFO: Epoch 1: 22000/75000, ETA: 1:11:22, 12.38it/s, loss: 0.3042, loss_seg: 0.3042, _pixel_acc: 0.9059 [06/22 19:01:55] Vis4D INFO: Epoch 1: 22050/75000, ETA: 1:11:28, 12.35it/s, loss: 0.3184, loss_seg: 0.3184, _pixel_acc: 0.8981 [06/22 19:02:02] Vis4D INFO: Epoch 1: 22100/75000, ETA: 1:11:32, 12.32it/s, loss: 0.3190, loss_seg: 0.3190, _pixel_acc: 0.8995 [06/22 19:02:10] Vis4D INFO: Epoch 1: 22150/75000, ETA: 1:11:36, 12.30it/s, loss: 0.2822, loss_seg: 0.2822, _pixel_acc: 0.9107 [06/22 19:02:17] Vis4D INFO: Epoch 1: 22200/75000, ETA: 1:11:39, 12.28it/s, loss: 0.3180, loss_seg: 0.3180, _pixel_acc: 0.8992 [06/22 19:02:24] Vis4D INFO: Epoch 1: 22250/75000, ETA: 1:11:43, 12.26it/s, loss: 0.2994, loss_seg: 0.2994, _pixel_acc: 0.9064 [06/22 19:02:31] Vis4D INFO: Epoch 1: 22300/75000, ETA: 1:11:46, 12.24it/s, loss: 0.3321, loss_seg: 0.3321, _pixel_acc: 0.8957 [06/22 19:02:38] Vis4D INFO: Epoch 1: 22350/75000, ETA: 1:11:48, 12.22it/s, loss: 0.3106, loss_seg: 0.3106, _pixel_acc: 0.9037 [06/22 19:02:45] Vis4D INFO: Epoch 1: 22400/75000, ETA: 1:11:50, 12.20it/s, loss: 0.3124, loss_seg: 0.3124, _pixel_acc: 0.9017 [06/22 19:02:52] Vis4D INFO: Epoch 1: 22450/75000, ETA: 1:11:53, 12.18it/s, loss: 0.2760, loss_seg: 0.2760, _pixel_acc: 0.9123 [06/22 19:02:59] Vis4D INFO: Epoch 1: 22500/75000, ETA: 1:11:56, 12.16it/s, loss: 0.2967, loss_seg: 0.2967, _pixel_acc: 0.9068 [06/22 19:03:06] Vis4D INFO: Epoch 1: 22550/75000, ETA: 1:11:59, 12.14it/s, loss: 0.2897, loss_seg: 0.2897, _pixel_acc: 0.9064 [06/22 19:03:13] Vis4D INFO: Epoch 1: 22600/75000, ETA: 1:12:02, 12.12it/s, loss: 0.3146, loss_seg: 0.3146, _pixel_acc: 0.8995 [06/22 19:03:21] Vis4D INFO: Epoch 1: 22650/75000, ETA: 1:12:05, 12.10it/s, loss: 0.2873, loss_seg: 0.2873, _pixel_acc: 0.9076 [06/22 19:03:28] Vis4D INFO: Epoch 1: 22700/75000, ETA: 1:12:08, 12.08it/s, loss: 0.3200, loss_seg: 0.3200, _pixel_acc: 0.8983 [06/22 19:03:35] Vis4D INFO: Epoch 1: 22750/75000, ETA: 1:12:10, 12.06it/s, loss: 0.3081, loss_seg: 0.3081, _pixel_acc: 0.9002 [06/22 19:03:42] Vis4D INFO: Epoch 1: 22800/75000, ETA: 1:12:12, 12.05it/s, loss: 0.3729, loss_seg: 0.3729, _pixel_acc: 0.8800 [06/22 19:03:49] Vis4D INFO: Epoch 1: 22850/75000, ETA: 1:12:15, 12.03it/s, loss: 0.3335, loss_seg: 0.3335, _pixel_acc: 0.8977 [06/22 19:03:55] Vis4D INFO: Epoch 1: 22900/75000, ETA: 1:12:17, 12.01it/s, loss: 0.3111, loss_seg: 0.3111, _pixel_acc: 0.9025 [06/22 19:04:03] Vis4D INFO: Epoch 1: 22950/75000, ETA: 1:12:19, 11.99it/s, loss: 0.3317, loss_seg: 0.3317, _pixel_acc: 0.8961 [06/22 19:04:09] Vis4D INFO: Epoch 1: 23000/75000, ETA: 1:12:21, 11.98it/s, loss: 0.3468, loss_seg: 0.3468, _pixel_acc: 0.8914 [06/22 19:04:16] Vis4D INFO: Epoch 1: 23050/75000, ETA: 1:12:22, 11.96it/s, loss: 0.3442, loss_seg: 0.3442, _pixel_acc: 0.8942 [06/22 19:04:22] Vis4D INFO: Epoch 1: 23100/75000, ETA: 1:12:23, 11.95it/s, loss: 0.3099, loss_seg: 0.3099, _pixel_acc: 0.9021 [06/22 19:04:29] Vis4D INFO: Epoch 1: 23150/75000, ETA: 1:12:24, 11.93it/s, loss: 0.2895, loss_seg: 0.2895, _pixel_acc: 0.9084 [06/22 19:04:36] Vis4D INFO: Epoch 1: 23200/75000, ETA: 1:12:26, 11.92it/s, loss: 0.3120, loss_seg: 0.3120, _pixel_acc: 0.9013 [06/22 19:04:43] Vis4D INFO: Epoch 1: 23250/75000, ETA: 1:12:28, 11.90it/s, loss: 0.3013, loss_seg: 0.3013, _pixel_acc: 0.9050 [06/22 19:04:50] Vis4D INFO: Epoch 1: 23300/75000, ETA: 1:12:30, 11.88it/s, loss: 0.2939, loss_seg: 0.2939, _pixel_acc: 0.9073 [06/22 19:04:56] Vis4D INFO: Epoch 1: 23350/75000, ETA: 1:12:31, 11.87it/s, loss: 0.2764, loss_seg: 0.2764, _pixel_acc: 0.9120 [06/22 19:05:02] Vis4D INFO: Epoch 1: 23400/75000, ETA: 1:12:31, 11.86it/s, loss: 0.2551, loss_seg: 0.2551, _pixel_acc: 0.9172 [06/22 19:05:09] Vis4D INFO: Epoch 1: 23450/75000, ETA: 1:12:32, 11.84it/s, loss: 0.3270, loss_seg: 0.3270, _pixel_acc: 0.9029 [06/22 19:05:15] Vis4D INFO: Epoch 1: 23500/75000, ETA: 1:12:32, 11.83it/s, loss: 0.3580, loss_seg: 0.3580, _pixel_acc: 0.8846 [06/22 19:05:22] Vis4D INFO: Epoch 1: 23550/75000, ETA: 1:12:34, 11.82it/s, loss: 0.2812, loss_seg: 0.2812, _pixel_acc: 0.9108 [06/22 19:05:29] Vis4D INFO: Epoch 1: 23600/75000, ETA: 1:12:35, 11.80it/s, loss: 0.2857, loss_seg: 0.2857, _pixel_acc: 0.9087 [06/22 19:05:36] Vis4D INFO: Epoch 1: 23650/75000, ETA: 1:12:37, 11.78it/s, loss: 0.3218, loss_seg: 0.3218, _pixel_acc: 0.8975 [06/22 19:05:43] Vis4D INFO: Epoch 1: 23700/75000, ETA: 1:12:38, 11.77it/s, loss: 0.2801, loss_seg: 0.2801, _pixel_acc: 0.9114 [06/22 19:05:49] Vis4D INFO: Epoch 1: 23750/75000, ETA: 1:12:38, 11.76it/s, loss: 0.2915, loss_seg: 0.2915, _pixel_acc: 0.9064 [06/22 19:05:56] Vis4D INFO: Epoch 1: 23800/75000, ETA: 1:12:39, 11.74it/s, loss: 0.2869, loss_seg: 0.2869, _pixel_acc: 0.9072 [06/22 19:06:02] Vis4D INFO: Epoch 1: 23850/75000, ETA: 1:12:39, 11.73it/s, loss: 0.3464, loss_seg: 0.3464, _pixel_acc: 0.8947 [06/22 19:06:09] Vis4D INFO: Epoch 1: 23900/75000, ETA: 1:12:40, 11.72it/s, loss: 0.3132, loss_seg: 0.3132, _pixel_acc: 0.9003 [06/22 19:06:15] Vis4D INFO: Epoch 1: 23950/75000, ETA: 1:12:41, 11.70it/s, loss: 0.3120, loss_seg: 0.3120, _pixel_acc: 0.8992 [06/22 19:06:22] Vis4D INFO: Epoch 1: 24000/75000, ETA: 1:12:41, 11.69it/s, loss: 0.2667, loss_seg: 0.2667, _pixel_acc: 0.9163 [06/22 19:06:28] Vis4D INFO: Epoch 1: 24050/75000, ETA: 1:12:42, 11.68it/s, loss: 0.2892, loss_seg: 0.2892, _pixel_acc: 0.9084 [06/22 19:06:35] Vis4D INFO: Epoch 1: 24100/75000, ETA: 1:12:42, 11.67it/s, loss: 0.2965, loss_seg: 0.2965, _pixel_acc: 0.9044 [06/22 19:06:41] Vis4D INFO: Epoch 1: 24150/75000, ETA: 1:12:42, 11.66it/s, loss: 0.3196, loss_seg: 0.3196, _pixel_acc: 0.9021 [06/22 19:06:48] Vis4D INFO: Epoch 1: 24200/75000, ETA: 1:12:43, 11.64it/s, loss: 0.3070, loss_seg: 0.3070, _pixel_acc: 0.9001 [06/22 19:06:54] Vis4D INFO: Epoch 1: 24250/75000, ETA: 1:12:44, 11.63it/s, loss: 0.3041, loss_seg: 0.3041, _pixel_acc: 0.9027 [06/22 19:07:01] Vis4D INFO: Epoch 1: 24300/75000, ETA: 1:12:45, 11.62it/s, loss: 0.3036, loss_seg: 0.3036, _pixel_acc: 0.9048 [06/22 19:07:08] Vis4D INFO: Epoch 1: 24350/75000, ETA: 1:12:45, 11.60it/s, loss: 0.2945, loss_seg: 0.2945, _pixel_acc: 0.9082 [06/22 19:07:14] Vis4D INFO: Epoch 1: 24400/75000, ETA: 1:12:45, 11.59it/s, loss: 0.2926, loss_seg: 0.2926, _pixel_acc: 0.9075 [06/22 19:07:21] Vis4D INFO: Epoch 1: 24450/75000, ETA: 1:12:47, 11.57it/s, loss: 0.3194, loss_seg: 0.3194, _pixel_acc: 0.8990 [06/22 19:07:27] Vis4D INFO: Epoch 1: 24500/75000, ETA: 1:12:46, 11.57it/s, loss: 0.2737, loss_seg: 0.2737, _pixel_acc: 0.9119 [06/22 19:07:34] Vis4D INFO: Epoch 1: 24550/75000, ETA: 1:12:46, 11.55it/s, loss: 0.2981, loss_seg: 0.2981, _pixel_acc: 0.9058 [06/22 19:07:41] Vis4D INFO: Epoch 1: 24600/75000, ETA: 1:12:47, 11.54it/s, loss: 0.3082, loss_seg: 0.3082, _pixel_acc: 0.9052 [06/22 19:07:47] Vis4D INFO: Epoch 1: 24650/75000, ETA: 1:12:47, 11.53it/s, loss: 0.2867, loss_seg: 0.2867, _pixel_acc: 0.9087 [06/22 19:07:54] Vis4D INFO: Epoch 1: 24700/75000, ETA: 1:12:47, 11.52it/s, loss: 0.3301, loss_seg: 0.3301, _pixel_acc: 0.8986 [06/22 19:08:00] Vis4D INFO: Epoch 1: 24750/75000, ETA: 1:12:46, 11.51it/s, loss: 0.3026, loss_seg: 0.3026, _pixel_acc: 0.9052 [06/22 19:08:06] Vis4D INFO: Epoch 1: 24800/75000, ETA: 1:12:46, 11.50it/s, loss: 0.3406, loss_seg: 0.3406, _pixel_acc: 0.8944 [06/22 19:08:13] Vis4D INFO: Epoch 1: 24850/75000, ETA: 1:12:47, 11.48it/s, loss: 0.3120, loss_seg: 0.3120, _pixel_acc: 0.9013 [06/22 19:08:19] Vis4D INFO: Epoch 1: 24900/75000, ETA: 1:12:46, 11.47it/s, loss: 0.2772, loss_seg: 0.2772, _pixel_acc: 0.9118 [06/22 19:08:26] Vis4D INFO: Epoch 1: 24950/75000, ETA: 1:12:46, 11.46it/s, loss: 0.2927, loss_seg: 0.2927, _pixel_acc: 0.9048 [06/22 19:08:32] Vis4D INFO: Epoch 1: 25000/75000, ETA: 1:12:45, 11.45it/s, loss: 0.2641, loss_seg: 0.2641, _pixel_acc: 0.9163 [06/22 19:08:38] Vis4D INFO: Epoch 1: 25050/75000, ETA: 1:12:45, 11.44it/s, loss: 0.2672, loss_seg: 0.2672, _pixel_acc: 0.9163 [06/22 19:08:44] Vis4D INFO: Epoch 1: 25100/75000, ETA: 1:12:44, 11.43it/s, loss: 0.2411, loss_seg: 0.2411, _pixel_acc: 0.9238 [06/22 19:08:51] Vis4D INFO: Epoch 1: 25150/75000, ETA: 1:12:44, 11.42it/s, loss: 0.2911, loss_seg: 0.2911, _pixel_acc: 0.9063 [06/22 19:08:57] Vis4D INFO: Epoch 1: 25200/75000, ETA: 1:12:43, 11.41it/s, loss: 0.2722, loss_seg: 0.2722, _pixel_acc: 0.9130 [06/22 19:09:03] Vis4D INFO: Epoch 1: 25250/75000, ETA: 1:12:42, 11.40it/s, loss: 0.2615, loss_seg: 0.2615, _pixel_acc: 0.9148 [06/22 19:09:10] Vis4D INFO: Epoch 1: 25300/75000, ETA: 1:12:42, 11.39it/s, loss: 0.2885, loss_seg: 0.2885, _pixel_acc: 0.9091 [06/22 19:09:16] Vis4D INFO: Epoch 1: 25350/75000, ETA: 1:12:42, 11.38it/s, loss: 0.3040, loss_seg: 0.3040, _pixel_acc: 0.9047 [06/22 19:09:22] Vis4D INFO: Epoch 1: 25400/75000, ETA: 1:12:41, 11.37it/s, loss: 0.3086, loss_seg: 0.3086, _pixel_acc: 0.9038 [06/22 19:09:29] Vis4D INFO: Epoch 1: 25450/75000, ETA: 1:12:40, 11.36it/s, loss: 0.2896, loss_seg: 0.2896, _pixel_acc: 0.9071 [06/22 19:09:35] Vis4D INFO: Epoch 1: 25500/75000, ETA: 1:12:39, 11.35it/s, loss: 0.2922, loss_seg: 0.2922, _pixel_acc: 0.9091 [06/22 19:09:41] Vis4D INFO: Epoch 1: 25550/75000, ETA: 1:12:39, 11.34it/s, loss: 0.3300, loss_seg: 0.3300, _pixel_acc: 0.8961 [06/22 19:09:48] Vis4D INFO: Epoch 1: 25600/75000, ETA: 1:12:38, 11.33it/s, loss: 0.2836, loss_seg: 0.2836, _pixel_acc: 0.9099 [06/22 19:09:54] Vis4D INFO: Epoch 1: 25650/75000, ETA: 1:12:37, 11.32it/s, loss: 0.2751, loss_seg: 0.2751, _pixel_acc: 0.9107 [06/22 19:10:00] Vis4D INFO: Epoch 1: 25700/75000, ETA: 1:12:36, 11.32it/s, loss: 0.2765, loss_seg: 0.2765, _pixel_acc: 0.9120 [06/22 19:10:06] Vis4D INFO: Epoch 1: 25750/75000, ETA: 1:12:35, 11.31it/s, loss: 0.2800, loss_seg: 0.2800, _pixel_acc: 0.9114 [06/22 19:10:12] Vis4D INFO: Epoch 1: 25800/75000, ETA: 1:12:34, 11.30it/s, loss: 0.2878, loss_seg: 0.2878, _pixel_acc: 0.9093 [06/22 19:10:19] Vis4D INFO: Epoch 1: 25850/75000, ETA: 1:12:33, 11.29it/s, loss: 0.2713, loss_seg: 0.2713, _pixel_acc: 0.9124 [06/22 19:10:25] Vis4D INFO: Epoch 1: 25900/75000, ETA: 1:12:32, 11.28it/s, loss: 0.2872, loss_seg: 0.2872, _pixel_acc: 0.9107 [06/22 19:10:32] Vis4D INFO: Epoch 1: 25950/75000, ETA: 1:12:32, 11.27it/s, loss: 0.3075, loss_seg: 0.3075, _pixel_acc: 0.9019 [06/22 19:10:38] Vis4D INFO: Epoch 1: 26000/75000, ETA: 1:12:31, 11.26it/s, loss: 0.3067, loss_seg: 0.3067, _pixel_acc: 0.9036 [06/22 19:10:45] Vis4D INFO: Epoch 1: 26050/75000, ETA: 1:12:31, 11.25it/s, loss: 0.2921, loss_seg: 0.2921, _pixel_acc: 0.9042 [06/22 19:10:51] Vis4D INFO: Epoch 1: 26100/75000, ETA: 1:12:29, 11.24it/s, loss: 0.2956, loss_seg: 0.2956, _pixel_acc: 0.9049 [06/22 19:10:56] Vis4D INFO: Epoch 1: 26150/75000, ETA: 1:12:27, 11.24it/s, loss: 0.2884, loss_seg: 0.2884, _pixel_acc: 0.9078 [06/22 19:11:02] Vis4D INFO: Epoch 1: 26200/75000, ETA: 1:12:26, 11.23it/s, loss: 0.2552, loss_seg: 0.2552, _pixel_acc: 0.9184 [06/22 19:11:08] Vis4D INFO: Epoch 1: 26250/75000, ETA: 1:12:24, 11.22it/s, loss: 0.3010, loss_seg: 0.3010, _pixel_acc: 0.9041 [06/22 19:11:14] Vis4D INFO: Epoch 1: 26300/75000, ETA: 1:12:22, 11.22it/s, loss: 0.3056, loss_seg: 0.3056, _pixel_acc: 0.9032 [06/22 19:11:20] Vis4D INFO: Epoch 1: 26350/75000, ETA: 1:12:20, 11.21it/s, loss: 0.2752, loss_seg: 0.2752, _pixel_acc: 0.9135 [06/22 19:11:26] Vis4D INFO: Epoch 1: 26400/75000, ETA: 1:12:18, 11.20it/s, loss: 0.2935, loss_seg: 0.2935, _pixel_acc: 0.9058 [06/22 19:11:32] Vis4D INFO: Epoch 1: 26450/75000, ETA: 1:12:18, 11.19it/s, loss: 0.2594, loss_seg: 0.2594, _pixel_acc: 0.9157 [06/22 19:11:39] Vis4D INFO: Epoch 1: 26500/75000, ETA: 1:12:17, 11.18it/s, loss: 0.2708, loss_seg: 0.2708, _pixel_acc: 0.9124 [06/22 19:11:45] Vis4D INFO: Epoch 1: 26550/75000, ETA: 1:12:15, 11.17it/s, loss: 0.2889, loss_seg: 0.2889, _pixel_acc: 0.9091 [06/22 19:11:51] Vis4D INFO: Epoch 1: 26600/75000, ETA: 1:12:14, 11.17it/s, loss: 0.3151, loss_seg: 0.3151, _pixel_acc: 0.9048 [06/22 19:11:57] Vis4D INFO: Epoch 1: 26650/75000, ETA: 1:12:11, 11.16it/s, loss: 0.2616, loss_seg: 0.2616, _pixel_acc: 0.9172 [06/22 19:12:03] Vis4D INFO: Epoch 1: 26700/75000, ETA: 1:12:10, 11.15it/s, loss: 0.2755, loss_seg: 0.2755, _pixel_acc: 0.9130 [06/22 19:12:09] Vis4D INFO: Epoch 1: 26750/75000, ETA: 1:12:08, 11.15it/s, loss: 0.2954, loss_seg: 0.2954, _pixel_acc: 0.9057 [06/22 19:12:15] Vis4D INFO: Epoch 1: 26800/75000, ETA: 1:12:06, 11.14it/s, loss: 0.2540, loss_seg: 0.2540, _pixel_acc: 0.9192 [06/22 19:12:20] Vis4D INFO: Epoch 1: 26850/75000, ETA: 1:12:04, 11.13it/s, loss: 0.2824, loss_seg: 0.2824, _pixel_acc: 0.9082 [06/22 19:12:26] Vis4D INFO: Epoch 1: 26900/75000, ETA: 1:12:02, 11.13it/s, loss: 0.2728, loss_seg: 0.2728, _pixel_acc: 0.9140 [06/22 19:12:32] Vis4D INFO: Epoch 1: 26950/75000, ETA: 1:12:00, 11.12it/s, loss: 0.2860, loss_seg: 0.2860, _pixel_acc: 0.9099 [06/22 19:12:38] Vis4D INFO: Epoch 1: 27000/75000, ETA: 1:11:58, 11.11it/s, loss: 0.2899, loss_seg: 0.2899, _pixel_acc: 0.9069 [06/22 19:12:45] Vis4D INFO: Epoch 1: 27050/75000, ETA: 1:11:57, 11.11it/s, loss: 0.2758, loss_seg: 0.2758, _pixel_acc: 0.9121 [06/22 19:12:51] Vis4D INFO: Epoch 1: 27100/75000, ETA: 1:11:56, 11.10it/s, loss: 0.2773, loss_seg: 0.2773, _pixel_acc: 0.9132 [06/22 19:12:57] Vis4D INFO: Epoch 1: 27150/75000, ETA: 1:11:54, 11.09it/s, loss: 0.2695, loss_seg: 0.2695, _pixel_acc: 0.9145 [06/22 19:13:03] Vis4D INFO: Epoch 1: 27200/75000, ETA: 1:11:53, 11.08it/s, loss: 0.2676, loss_seg: 0.2676, _pixel_acc: 0.9158 [06/22 19:13:10] Vis4D INFO: Epoch 1: 27250/75000, ETA: 1:11:51, 11.07it/s, loss: 0.2691, loss_seg: 0.2691, _pixel_acc: 0.9122 [06/22 19:13:15] Vis4D INFO: Epoch 1: 27300/75000, ETA: 1:11:49, 11.07it/s, loss: 0.2716, loss_seg: 0.2716, _pixel_acc: 0.9133 [06/22 19:13:21] Vis4D INFO: Epoch 1: 27350/75000, ETA: 1:11:47, 11.06it/s, loss: 0.2531, loss_seg: 0.2531, _pixel_acc: 0.9202 [06/22 19:13:28] Vis4D INFO: Epoch 1: 27400/75000, ETA: 1:11:45, 11.05it/s, loss: 0.2415, loss_seg: 0.2415, _pixel_acc: 0.9232 [06/22 19:13:33] Vis4D INFO: Epoch 1: 27450/75000, ETA: 1:11:43, 11.05it/s, loss: 0.2695, loss_seg: 0.2695, _pixel_acc: 0.9123 [06/22 19:13:39] Vis4D INFO: Epoch 1: 27500/75000, ETA: 1:11:41, 11.04it/s, loss: 0.2612, loss_seg: 0.2612, _pixel_acc: 0.9181 [06/22 19:13:45] Vis4D INFO: Epoch 1: 27550/75000, ETA: 1:11:39, 11.04it/s, loss: 0.2995, loss_seg: 0.2995, _pixel_acc: 0.9047 [06/22 19:13:52] Vis4D INFO: Epoch 1: 27600/75000, ETA: 1:11:38, 11.03it/s, loss: 0.2771, loss_seg: 0.2771, _pixel_acc: 0.9122 [06/22 19:13:58] Vis4D INFO: Epoch 1: 27650/75000, ETA: 1:11:36, 11.02it/s, loss: 0.2606, loss_seg: 0.2606, _pixel_acc: 0.9153 [06/22 19:14:04] Vis4D INFO: Epoch 1: 27700/75000, ETA: 1:11:34, 11.01it/s, loss: 0.2717, loss_seg: 0.2717, _pixel_acc: 0.9133 [06/22 19:14:10] Vis4D INFO: Epoch 1: 27750/75000, ETA: 1:11:31, 11.01it/s, loss: 0.2566, loss_seg: 0.2566, _pixel_acc: 0.9182 [06/22 19:14:15] Vis4D INFO: Epoch 1: 27800/75000, ETA: 1:11:29, 11.00it/s, loss: 0.2568, loss_seg: 0.2568, _pixel_acc: 0.9168 [06/22 19:14:21] Vis4D INFO: Epoch 1: 27850/75000, ETA: 1:11:26, 11.00it/s, loss: 0.2738, loss_seg: 0.2738, _pixel_acc: 0.9115 [06/22 19:14:27] Vis4D INFO: Epoch 1: 27900/75000, ETA: 1:11:24, 10.99it/s, loss: 0.2731, loss_seg: 0.2731, _pixel_acc: 0.9119 [06/22 19:14:33] Vis4D INFO: Epoch 1: 27950/75000, ETA: 1:11:22, 10.99it/s, loss: 0.2687, loss_seg: 0.2687, _pixel_acc: 0.9152 [06/22 19:14:39] Vis4D INFO: Epoch 1: 28000/75000, ETA: 1:11:20, 10.98it/s, loss: 0.2649, loss_seg: 0.2649, _pixel_acc: 0.9157 [06/22 19:14:45] Vis4D INFO: Epoch 1: 28050/75000, ETA: 1:11:18, 10.97it/s, loss: 0.2416, loss_seg: 0.2416, _pixel_acc: 0.9222 [06/22 19:14:51] Vis4D INFO: Epoch 1: 28100/75000, ETA: 1:11:16, 10.97it/s, loss: 0.2644, loss_seg: 0.2644, _pixel_acc: 0.9147 [06/22 19:14:57] Vis4D INFO: Epoch 1: 28150/75000, ETA: 1:11:13, 10.96it/s, loss: 0.2606, loss_seg: 0.2606, _pixel_acc: 0.9155 [06/22 19:15:03] Vis4D INFO: Epoch 1: 28200/75000, ETA: 1:11:11, 10.96it/s, loss: 0.2567, loss_seg: 0.2567, _pixel_acc: 0.9154 [06/22 19:15:09] Vis4D INFO: Epoch 1: 28250/75000, ETA: 1:11:09, 10.95it/s, loss: 0.2780, loss_seg: 0.2780, _pixel_acc: 0.9102 [06/22 19:15:15] Vis4D INFO: Epoch 1: 28300/75000, ETA: 1:11:07, 10.94it/s, loss: 0.2711, loss_seg: 0.2711, _pixel_acc: 0.9128 [06/22 19:15:21] Vis4D INFO: Epoch 1: 28350/75000, ETA: 1:11:04, 10.94it/s, loss: 0.2810, loss_seg: 0.2810, _pixel_acc: 0.9088 [06/22 19:15:27] Vis4D INFO: Epoch 1: 28400/75000, ETA: 1:11:02, 10.93it/s, loss: 0.2910, loss_seg: 0.2910, _pixel_acc: 0.9078 [06/22 19:15:32] Vis4D INFO: Epoch 1: 28450/75000, ETA: 1:10:59, 10.93it/s, loss: 0.2867, loss_seg: 0.2867, _pixel_acc: 0.9110 [06/22 19:15:38] Vis4D INFO: Epoch 1: 28500/75000, ETA: 1:10:57, 10.92it/s, loss: 0.2693, loss_seg: 0.2693, _pixel_acc: 0.9118 [06/22 19:15:44] Vis4D INFO: Epoch 1: 28550/75000, ETA: 1:10:54, 10.92it/s, loss: 0.2551, loss_seg: 0.2551, _pixel_acc: 0.9176 [06/22 19:15:50] Vis4D INFO: Epoch 1: 28600/75000, ETA: 1:10:52, 10.91it/s, loss: 0.2300, loss_seg: 0.2300, _pixel_acc: 0.9254 [06/22 19:15:56] Vis4D INFO: Epoch 1: 28650/75000, ETA: 1:10:49, 10.91it/s, loss: 0.2929, loss_seg: 0.2929, _pixel_acc: 0.9080 [06/22 19:16:02] Vis4D INFO: Epoch 1: 28700/75000, ETA: 1:10:46, 10.90it/s, loss: 0.2827, loss_seg: 0.2827, _pixel_acc: 0.9110 [06/22 19:16:07] Vis4D INFO: Epoch 1: 28750/75000, ETA: 1:10:44, 10.90it/s, loss: 0.2453, loss_seg: 0.2453, _pixel_acc: 0.9208 [06/22 19:16:13] Vis4D INFO: Epoch 1: 28800/75000, ETA: 1:10:41, 10.89it/s, loss: 0.2611, loss_seg: 0.2611, _pixel_acc: 0.9164 [06/22 19:16:18] Vis4D INFO: Epoch 1: 28850/75000, ETA: 1:10:38, 10.89it/s, loss: 0.2786, loss_seg: 0.2786, _pixel_acc: 0.9132 [06/22 19:16:24] Vis4D INFO: Epoch 1: 28900/75000, ETA: 1:10:35, 10.88it/s, loss: 0.2442, loss_seg: 0.2442, _pixel_acc: 0.9204 [06/22 19:16:31] Vis4D INFO: Epoch 1: 28950/75000, ETA: 1:10:33, 10.88it/s, loss: 0.2463, loss_seg: 0.2463, _pixel_acc: 0.9199 [06/22 19:16:36] Vis4D INFO: Epoch 1: 29000/75000, ETA: 1:10:30, 10.87it/s, loss: 0.2702, loss_seg: 0.2702, _pixel_acc: 0.9111 [06/22 19:16:42] Vis4D INFO: Epoch 1: 29050/75000, ETA: 1:10:27, 10.87it/s, loss: 0.2734, loss_seg: 0.2734, _pixel_acc: 0.9126 [06/22 19:16:48] Vis4D INFO: Epoch 1: 29100/75000, ETA: 1:10:25, 10.86it/s, loss: 0.2430, loss_seg: 0.2430, _pixel_acc: 0.9209 [06/22 19:16:53] Vis4D INFO: Epoch 1: 29150/75000, ETA: 1:10:22, 10.86it/s, loss: 0.2640, loss_seg: 0.2640, _pixel_acc: 0.9150 [06/22 19:16:59] Vis4D INFO: Epoch 1: 29200/75000, ETA: 1:10:19, 10.86it/s, loss: 0.2445, loss_seg: 0.2445, _pixel_acc: 0.9217 [06/22 19:17:05] Vis4D INFO: Epoch 1: 29250/75000, ETA: 1:10:16, 10.85it/s, loss: 0.2263, loss_seg: 0.2263, _pixel_acc: 0.9265 [06/22 19:17:10] Vis4D INFO: Epoch 1: 29300/75000, ETA: 1:10:13, 10.85it/s, loss: 0.2718, loss_seg: 0.2718, _pixel_acc: 0.9142 [06/22 19:17:17] Vis4D INFO: Epoch 1: 29350/75000, ETA: 1:10:11, 10.84it/s, loss: 0.2731, loss_seg: 0.2731, _pixel_acc: 0.9104 [06/22 19:17:23] Vis4D INFO: Epoch 1: 29400/75000, ETA: 1:10:08, 10.83it/s, loss: 0.2562, loss_seg: 0.2562, _pixel_acc: 0.9165 [06/22 19:17:29] Vis4D INFO: Epoch 1: 29450/75000, ETA: 1:10:06, 10.83it/s, loss: 0.2564, loss_seg: 0.2564, _pixel_acc: 0.9173 [06/22 19:17:34] Vis4D INFO: Epoch 1: 29500/75000, ETA: 1:10:03, 10.82it/s, loss: 0.2585, loss_seg: 0.2585, _pixel_acc: 0.9180 [06/22 19:17:40] Vis4D INFO: Epoch 1: 29550/75000, ETA: 1:10:00, 10.82it/s, loss: 0.2544, loss_seg: 0.2544, _pixel_acc: 0.9184 [06/22 19:17:46] Vis4D INFO: Epoch 1: 29600/75000, ETA: 1:09:57, 10.82it/s, loss: 0.2852, loss_seg: 0.2852, _pixel_acc: 0.9048 [06/22 19:17:51] Vis4D INFO: Epoch 1: 29650/75000, ETA: 1:09:54, 10.81it/s, loss: 0.2714, loss_seg: 0.2714, _pixel_acc: 0.9107 [06/22 19:17:57] Vis4D INFO: Epoch 1: 29700/75000, ETA: 1:09:51, 10.81it/s, loss: 0.2646, loss_seg: 0.2646, _pixel_acc: 0.9139 [06/22 19:18:03] Vis4D INFO: Epoch 1: 29750/75000, ETA: 1:09:48, 10.80it/s, loss: 0.2682, loss_seg: 0.2682, _pixel_acc: 0.9138 [06/22 19:18:09] Vis4D INFO: Epoch 1: 29800/75000, ETA: 1:09:46, 10.80it/s, loss: 0.2611, loss_seg: 0.2611, _pixel_acc: 0.9149 [06/22 19:18:15] Vis4D INFO: Epoch 1: 29850/75000, ETA: 1:09:43, 10.79it/s, loss: 0.2807, loss_seg: 0.2807, _pixel_acc: 0.9120 [06/22 19:18:21] Vis4D INFO: Epoch 1: 29900/75000, ETA: 1:09:40, 10.79it/s, loss: 0.2547, loss_seg: 0.2547, _pixel_acc: 0.9167 [06/22 19:18:27] Vis4D INFO: Epoch 1: 29950/75000, ETA: 1:09:38, 10.78it/s, loss: 0.2678, loss_seg: 0.2678, _pixel_acc: 0.9135 [06/22 19:18:33] Vis4D INFO: Epoch 1: 30000/75000, ETA: 1:09:35, 10.78it/s, loss: 0.2537, loss_seg: 0.2537, _pixel_acc: 0.9181 [06/22 19:18:39] Vis4D INFO: Testing: 50/12500, ETA: 0:24:59, 8.30it/s [06/22 19:18:45] Vis4D INFO: Testing: 100/12500, ETA: 0:24:33, 8.42it/s [06/22 19:18:51] Vis4D INFO: Testing: 150/12500, ETA: 0:24:21, 8.45it/s [06/22 19:18:57] Vis4D INFO: Testing: 200/12500, ETA: 0:24:12, 8.47it/s [06/22 19:19:02] Vis4D INFO: Testing: 250/12500, ETA: 0:24:04, 8.48it/s [06/22 19:19:08] Vis4D INFO: Testing: 300/12500, ETA: 0:23:56, 8.50it/s [06/22 19:19:14] Vis4D INFO: Testing: 350/12500, ETA: 0:23:47, 8.51it/s [06/22 19:19:20] Vis4D INFO: Testing: 400/12500, ETA: 0:23:41, 8.51it/s [06/22 19:19:26] Vis4D INFO: Testing: 450/12500, ETA: 0:23:34, 8.52it/s [06/22 19:19:32] Vis4D INFO: Testing: 500/12500, ETA: 0:23:28, 8.52it/s [06/22 19:19:38] Vis4D INFO: Testing: 550/12500, ETA: 0:23:23, 8.52it/s [06/22 19:19:43] Vis4D INFO: Testing: 600/12500, ETA: 0:23:17, 8.52it/s [06/22 19:19:49] Vis4D INFO: Testing: 650/12500, ETA: 0:23:11, 8.52it/s [06/22 19:19:55] Vis4D INFO: Testing: 700/12500, ETA: 0:23:05, 8.52it/s [06/22 19:20:01] Vis4D INFO: Testing: 750/12500, ETA: 0:22:59, 8.52it/s [06/22 19:20:07] Vis4D INFO: Testing: 800/12500, ETA: 0:22:53, 8.52it/s [06/22 19:20:13] Vis4D INFO: Testing: 850/12500, ETA: 0:22:47, 8.52it/s [06/22 19:20:19] Vis4D INFO: Testing: 900/12500, ETA: 0:22:41, 8.52it/s [06/22 19:20:24] Vis4D INFO: Testing: 950/12500, ETA: 0:22:35, 8.52it/s [06/22 19:20:30] Vis4D INFO: Testing: 1000/12500, ETA: 0:22:29, 8.52it/s [06/22 19:20:36] Vis4D INFO: Testing: 1050/12500, ETA: 0:22:23, 8.52it/s [06/22 19:20:42] Vis4D INFO: Testing: 1100/12500, ETA: 0:22:17, 8.52it/s [06/22 19:20:48] Vis4D INFO: Testing: 1150/12500, ETA: 0:22:11, 8.53it/s [06/22 19:20:54] Vis4D INFO: Testing: 1200/12500, ETA: 0:22:05, 8.53it/s [06/22 19:21:00] Vis4D INFO: Testing: 1250/12500, ETA: 0:21:59, 8.53it/s [06/22 19:21:05] Vis4D INFO: Testing: 1300/12500, ETA: 0:21:53, 8.53it/s [06/22 19:21:11] Vis4D INFO: Testing: 1350/12500, ETA: 0:21:47, 8.53it/s [06/22 19:21:17] Vis4D INFO: Testing: 1400/12500, ETA: 0:21:41, 8.53it/s [06/22 19:21:23] Vis4D INFO: Testing: 1450/12500, ETA: 0:21:35, 8.53it/s [06/22 19:21:29] Vis4D INFO: Testing: 1500/12500, ETA: 0:21:29, 8.53it/s [06/22 19:21:35] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:22, 8.54it/s [06/22 19:21:40] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:17, 8.54it/s [06/22 19:21:46] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:10, 8.54it/s [06/22 19:21:52] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:05, 8.54it/s [06/22 19:21:58] Vis4D INFO: Testing: 1750/12500, ETA: 0:20:58, 8.54it/s [06/22 19:22:04] Vis4D INFO: Testing: 1800/12500, ETA: 0:20:52, 8.54it/s [06/22 19:22:10] Vis4D INFO: Testing: 1850/12500, ETA: 0:20:47, 8.54it/s [06/22 19:22:15] Vis4D INFO: Testing: 1900/12500, ETA: 0:20:41, 8.54it/s [06/22 19:22:21] Vis4D INFO: Testing: 1950/12500, ETA: 0:20:35, 8.54it/s [06/22 19:22:27] Vis4D INFO: Testing: 2000/12500, ETA: 0:20:29, 8.54it/s [06/22 19:22:33] Vis4D INFO: Testing: 2050/12500, ETA: 0:20:23, 8.54it/s [06/22 19:22:39] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:17, 8.54it/s [06/22 19:22:45] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:11, 8.54it/s [06/22 19:22:51] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:05, 8.54it/s [06/22 19:22:56] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:00, 8.54it/s [06/22 19:23:02] Vis4D INFO: Testing: 2300/12500, ETA: 0:19:53, 8.54it/s [06/22 19:23:08] Vis4D INFO: Testing: 2350/12500, ETA: 0:19:47, 8.55it/s [06/22 19:23:14] Vis4D INFO: Testing: 2400/12500, ETA: 0:19:41, 8.55it/s [06/22 19:23:19] Vis4D INFO: Testing: 2450/12500, ETA: 0:19:35, 8.55it/s [06/22 19:23:25] Vis4D INFO: Testing: 2500/12500, ETA: 0:19:29, 8.55it/s [06/22 19:23:31] Vis4D INFO: Testing: 2550/12500, ETA: 0:19:23, 8.55it/s [06/22 19:23:37] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:17, 8.55it/s [06/22 19:23:43] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:11, 8.56it/s [06/22 19:23:48] Vis4D INFO: 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Testing: 4750/12500, ETA: 0:15:03, 8.57it/s [06/22 19:27:53] Vis4D INFO: Testing: 4800/12500, ETA: 0:14:58, 8.57it/s [06/22 19:27:59] Vis4D INFO: Testing: 4850/12500, ETA: 0:14:52, 8.57it/s [06/22 19:28:05] Vis4D INFO: Testing: 4900/12500, ETA: 0:14:46, 8.57it/s [06/22 19:28:10] Vis4D INFO: Testing: 4950/12500, ETA: 0:14:40, 8.57it/s [06/22 19:28:16] Vis4D INFO: Testing: 5000/12500, ETA: 0:14:35, 8.57it/s [06/22 19:28:22] Vis4D INFO: Testing: 5050/12500, ETA: 0:14:29, 8.57it/s [06/22 19:28:28] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:23, 8.57it/s [06/22 19:28:34] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:17, 8.57it/s [06/22 19:28:40] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:11, 8.57it/s [06/22 19:28:46] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:06, 8.57it/s [06/22 19:28:51] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:00, 8.57it/s [06/22 19:28:57] Vis4D INFO: Testing: 5350/12500, ETA: 0:13:54, 8.57it/s [06/22 19:29:03] Vis4D INFO: Testing: 5400/12500, ETA: 0:13:48, 8.57it/s [06/22 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Testing: 6800/12500, ETA: 0:11:05, 8.56it/s [06/22 19:31:53] Vis4D INFO: Testing: 6850/12500, ETA: 0:10:59, 8.56it/s [06/22 19:31:59] Vis4D INFO: Testing: 6900/12500, ETA: 0:10:54, 8.56it/s [06/22 19:32:05] Vis4D INFO: Testing: 6950/12500, ETA: 0:10:48, 8.56it/s [06/22 19:32:11] Vis4D INFO: Testing: 7000/12500, ETA: 0:10:42, 8.56it/s [06/22 19:32:16] Vis4D INFO: Testing: 7050/12500, ETA: 0:10:36, 8.56it/s [06/22 19:32:22] Vis4D INFO: Testing: 7100/12500, ETA: 0:10:30, 8.56it/s [06/22 19:32:28] Vis4D INFO: Testing: 7150/12500, ETA: 0:10:24, 8.56it/s [06/22 19:32:34] Vis4D INFO: Testing: 7200/12500, ETA: 0:10:19, 8.56it/s [06/22 19:32:40] Vis4D INFO: Testing: 7250/12500, ETA: 0:10:13, 8.56it/s [06/22 19:32:46] Vis4D INFO: Testing: 7300/12500, ETA: 0:10:07, 8.56it/s [06/22 19:32:52] Vis4D INFO: Testing: 7350/12500, ETA: 0:10:01, 8.56it/s [06/22 19:32:58] Vis4D INFO: Testing: 7400/12500, ETA: 0:09:55, 8.56it/s [06/22 19:33:03] Vis4D INFO: Testing: 7450/12500, ETA: 0:09:49, 8.56it/s [06/22 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Testing: 8850/12500, ETA: 0:07:06, 8.56it/s [06/22 19:35:53] Vis4D INFO: Testing: 8900/12500, ETA: 0:07:00, 8.56it/s [06/22 19:35:59] Vis4D INFO: Testing: 8950/12500, ETA: 0:06:54, 8.56it/s [06/22 19:36:05] Vis4D INFO: Testing: 9000/12500, ETA: 0:06:48, 8.56it/s [06/22 19:36:10] Vis4D INFO: Testing: 9050/12500, ETA: 0:06:43, 8.56it/s [06/22 19:36:16] Vis4D INFO: Testing: 9100/12500, ETA: 0:06:37, 8.56it/s [06/22 19:36:22] Vis4D INFO: Testing: 9150/12500, ETA: 0:06:31, 8.56it/s [06/22 19:36:28] Vis4D INFO: Testing: 9200/12500, ETA: 0:06:25, 8.56it/s [06/22 19:36:34] Vis4D INFO: Testing: 9250/12500, ETA: 0:06:19, 8.56it/s [06/22 19:36:40] Vis4D INFO: Testing: 9300/12500, ETA: 0:06:13, 8.56it/s [06/22 19:36:46] Vis4D INFO: Testing: 9350/12500, ETA: 0:06:08, 8.56it/s [06/22 19:36:51] Vis4D INFO: Testing: 9400/12500, ETA: 0:06:02, 8.56it/s [06/22 19:36:57] Vis4D INFO: Testing: 9450/12500, ETA: 0:05:56, 8.56it/s [06/22 19:37:03] Vis4D INFO: Testing: 9500/12500, ETA: 0:05:50, 8.56it/s [06/22 19:37:09] Vis4D INFO: Testing: 9550/12500, ETA: 0:05:44, 8.56it/s [06/22 19:37:15] Vis4D INFO: Testing: 9600/12500, ETA: 0:05:38, 8.56it/s [06/22 19:37:21] Vis4D INFO: Testing: 9650/12500, ETA: 0:05:33, 8.56it/s [06/22 19:37:27] Vis4D INFO: Testing: 9700/12500, ETA: 0:05:27, 8.56it/s [06/22 19:37:32] Vis4D INFO: Testing: 9750/12500, ETA: 0:05:21, 8.56it/s [06/22 19:37:38] Vis4D INFO: Testing: 9800/12500, ETA: 0:05:15, 8.56it/s [06/22 19:37:44] Vis4D INFO: Testing: 9850/12500, ETA: 0:05:09, 8.56it/s [06/22 19:37:50] Vis4D INFO: Testing: 9900/12500, ETA: 0:05:03, 8.56it/s [06/22 19:37:56] Vis4D INFO: Testing: 9950/12500, ETA: 0:04:58, 8.56it/s [06/22 19:38:02] Vis4D INFO: Testing: 10000/12500, ETA: 0:04:52, 8.55it/s [06/22 19:38:08] Vis4D INFO: Testing: 10050/12500, ETA: 0:04:46, 8.55it/s [06/22 19:38:14] Vis4D INFO: Testing: 10100/12500, ETA: 0:04:40, 8.55it/s [06/22 19:38:19] Vis4D INFO: Testing: 10150/12500, ETA: 0:04:34, 8.55it/s [06/22 19:38:25] Vis4D INFO: Testing: 10200/12500, ETA: 0:04:28, 8.55it/s [06/22 19:38:31] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:23, 8.55it/s [06/22 19:38:37] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:17, 8.55it/s [06/22 19:38:43] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:11, 8.55it/s [06/22 19:38:49] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:05, 8.55it/s [06/22 19:38:55] Vis4D INFO: Testing: 10450/12500, ETA: 0:03:59, 8.55it/s [06/22 19:39:00] Vis4D INFO: Testing: 10500/12500, ETA: 0:03:53, 8.55it/s [06/22 19:39:06] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:47, 8.55it/s [06/22 19:39:12] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:42, 8.55it/s [06/22 19:39:18] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:36, 8.55it/s [06/22 19:39:24] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:30, 8.55it/s [06/22 19:39:30] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:24, 8.55it/s [06/22 19:39:36] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:18, 8.55it/s [06/22 19:39:41] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:12, 8.55it/s [06/22 19:39:47] Vis4D INFO: Testing: 10900/12500, ETA: 0:03:07, 8.55it/s [06/22 19:39:53] Vis4D INFO: Testing: 10950/12500, ETA: 0:03:01, 8.55it/s [06/22 19:39:59] Vis4D INFO: Testing: 11000/12500, ETA: 0:02:55, 8.55it/s [06/22 19:40:05] Vis4D INFO: Testing: 11050/12500, ETA: 0:02:49, 8.55it/s [06/22 19:40:11] Vis4D INFO: Testing: 11100/12500, ETA: 0:02:43, 8.55it/s [06/22 19:40:17] Vis4D INFO: Testing: 11150/12500, ETA: 0:02:37, 8.55it/s [06/22 19:40:23] Vis4D INFO: Testing: 11200/12500, ETA: 0:02:32, 8.55it/s [06/22 19:40:28] Vis4D INFO: Testing: 11250/12500, ETA: 0:02:26, 8.55it/s [06/22 19:40:34] Vis4D INFO: Testing: 11300/12500, ETA: 0:02:20, 8.55it/s [06/22 19:40:40] Vis4D INFO: Testing: 11350/12500, ETA: 0:02:14, 8.55it/s [06/22 19:40:46] Vis4D INFO: Testing: 11400/12500, ETA: 0:02:08, 8.55it/s [06/22 19:40:52] Vis4D INFO: Testing: 11450/12500, ETA: 0:02:02, 8.55it/s [06/22 19:40:58] Vis4D INFO: Testing: 11500/12500, ETA: 0:01:56, 8.55it/s [06/22 19:41:04] Vis4D INFO: Testing: 11550/12500, ETA: 0:01:51, 8.55it/s [06/22 19:41:09] Vis4D INFO: Testing: 11600/12500, ETA: 0:01:45, 8.55it/s [06/22 19:41:15] Vis4D INFO: Testing: 11650/12500, ETA: 0:01:39, 8.55it/s [06/22 19:41:21] Vis4D INFO: Testing: 11700/12500, ETA: 0:01:33, 8.55it/s [06/22 19:41:27] Vis4D INFO: Testing: 11750/12500, ETA: 0:01:27, 8.55it/s [06/22 19:41:33] Vis4D INFO: Testing: 11800/12500, ETA: 0:01:21, 8.55it/s [06/22 19:41:39] Vis4D INFO: Testing: 11850/12500, ETA: 0:01:16, 8.55it/s [06/22 19:41:45] Vis4D INFO: Testing: 11900/12500, ETA: 0:01:10, 8.55it/s [06/22 19:41:50] Vis4D INFO: Testing: 11950/12500, ETA: 0:01:04, 8.55it/s [06/22 19:41:56] Vis4D INFO: Testing: 12000/12500, ETA: 0:00:58, 8.55it/s [06/22 19:42:02] Vis4D INFO: Testing: 12050/12500, ETA: 0:00:52, 8.55it/s [06/22 19:42:08] Vis4D INFO: Testing: 12100/12500, ETA: 0:00:46, 8.55it/s [06/22 19:42:14] Vis4D INFO: Testing: 12150/12500, ETA: 0:00:40, 8.55it/s [06/22 19:42:20] Vis4D INFO: Testing: 12200/12500, ETA: 0:00:35, 8.55it/s [06/22 19:42:26] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:29, 8.55it/s [06/22 19:42:31] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:23, 8.55it/s [06/22 19:42:37] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:17, 8.55it/s [06/22 19:42:43] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:11, 8.55it/s [06/22 19:42:49] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:05, 8.55it/s [06/22 19:42:55] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.55it/s [06/22 19:42:55] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/22 19:42:55] Vis4D INFO: mIoU: 68.6267 [06/22 19:42:55] Vis4D INFO: Showing evaluation results for mIoU [06/22 19:42:55] Vis4D INFO: mIoU: 68.627% unlabeled: (nan%), building: (81.746%), fence: (41.142%), other: (nan%), pedestrian: (57.820%), pole: (47.444%), road line: (77.870%), road: (96.437%), sidewalk: (86.659%), vegetation: (64.506%), vehicle: (87.942%), wall: (73.645%), traffic sign: (40.980%), sky: (87.052%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (52.460%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (65.070%) [06/22 19:43:03] Vis4D INFO: Epoch 1: 30050/75000, ETA: 0:36:39, 20.44it/s, loss: 0.2466, loss_seg: 0.2466, _pixel_acc: 0.9199 [06/22 19:43:12] Vis4D INFO: Epoch 1: 30100/75000, ETA: 0:36:46, 20.35it/s, loss: 0.2511, loss_seg: 0.2511, _pixel_acc: 0.9204 [06/22 19:43:21] Vis4D INFO: Epoch 1: 30150/75000, ETA: 0:36:53, 20.26it/s, loss: 0.2554, loss_seg: 0.2554, _pixel_acc: 0.9176 [06/22 19:43:30] Vis4D INFO: Epoch 1: 30200/75000, ETA: 0:37:00, 20.18it/s, loss: 0.2490, loss_seg: 0.2490, _pixel_acc: 0.9191 [06/22 19:43:39] Vis4D INFO: Epoch 1: 30250/75000, ETA: 0:37:07, 20.09it/s, loss: 0.2504, loss_seg: 0.2504, _pixel_acc: 0.9181 [06/22 19:43:47] Vis4D INFO: Epoch 1: 30300/75000, ETA: 0:37:13, 20.01it/s, loss: 0.2746, loss_seg: 0.2746, _pixel_acc: 0.9130 [06/22 19:43:55] Vis4D INFO: Epoch 1: 30350/75000, ETA: 0:37:19, 19.94it/s, loss: 0.2581, loss_seg: 0.2581, _pixel_acc: 0.9176 [06/22 19:44:04] Vis4D INFO: Epoch 1: 30400/75000, ETA: 0:37:25, 19.86it/s, loss: 0.2529, loss_seg: 0.2529, _pixel_acc: 0.9178 [06/22 19:44:12] Vis4D INFO: Epoch 1: 30450/75000, ETA: 0:37:31, 19.78it/s, loss: 0.3033, loss_seg: 0.3033, _pixel_acc: 0.9050 [06/22 19:44:20] Vis4D INFO: Epoch 1: 30500/75000, ETA: 0:37:37, 19.71it/s, loss: 0.2625, loss_seg: 0.2625, _pixel_acc: 0.9166 [06/22 19:44:28] Vis4D INFO: Epoch 1: 30550/75000, ETA: 0:37:43, 19.64it/s, loss: 0.2407, loss_seg: 0.2407, _pixel_acc: 0.9220 [06/22 19:44:37] Vis4D INFO: Epoch 1: 30600/75000, ETA: 0:37:49, 19.57it/s, loss: 0.2656, loss_seg: 0.2656, _pixel_acc: 0.9145 [06/22 19:44:45] Vis4D INFO: Epoch 1: 30650/75000, ETA: 0:37:54, 19.50it/s, loss: 0.2463, loss_seg: 0.2463, _pixel_acc: 0.9218 [06/22 19:44:53] Vis4D INFO: Epoch 1: 30700/75000, ETA: 0:37:59, 19.43it/s, loss: 0.2540, loss_seg: 0.2540, _pixel_acc: 0.9175 [06/22 19:45:01] Vis4D INFO: Epoch 1: 30750/75000, ETA: 0:38:04, 19.37it/s, loss: 0.2342, loss_seg: 0.2342, _pixel_acc: 0.9235 [06/22 19:45:08] Vis4D INFO: Epoch 1: 30800/75000, ETA: 0:38:09, 19.30it/s, loss: 0.2492, loss_seg: 0.2492, _pixel_acc: 0.9216 [06/22 19:45:17] Vis4D INFO: Epoch 1: 30850/75000, ETA: 0:38:15, 19.23it/s, loss: 0.2545, loss_seg: 0.2545, _pixel_acc: 0.9178 [06/22 19:45:25] Vis4D INFO: Epoch 1: 30900/75000, ETA: 0:38:20, 19.17it/s, loss: 0.2386, loss_seg: 0.2386, _pixel_acc: 0.9231 [06/22 19:45:34] Vis4D INFO: Epoch 1: 30950/75000, ETA: 0:38:26, 19.10it/s, loss: 0.2553, loss_seg: 0.2553, _pixel_acc: 0.9190 [06/22 19:45:41] Vis4D INFO: Epoch 1: 31000/75000, ETA: 0:38:31, 19.04it/s, loss: 0.2439, loss_seg: 0.2439, _pixel_acc: 0.9220 [06/22 19:45:48] Vis4D INFO: Epoch 1: 31050/75000, ETA: 0:38:34, 18.99it/s, loss: 0.2382, loss_seg: 0.2382, _pixel_acc: 0.9214 [06/22 19:45:55] Vis4D INFO: Epoch 1: 31100/75000, ETA: 0:38:38, 18.93it/s, loss: 0.2538, loss_seg: 0.2538, _pixel_acc: 0.9196 [06/22 19:46:03] Vis4D INFO: Epoch 1: 31150/75000, ETA: 0:38:42, 18.88it/s, loss: 0.2474, loss_seg: 0.2474, _pixel_acc: 0.9191 [06/22 19:46:10] Vis4D INFO: Epoch 1: 31200/75000, ETA: 0:38:46, 18.83it/s, loss: 0.2214, loss_seg: 0.2214, _pixel_acc: 0.9280 [06/22 19:46:17] Vis4D INFO: Epoch 1: 31250/75000, ETA: 0:38:50, 18.77it/s, loss: 0.2429, loss_seg: 0.2429, _pixel_acc: 0.9215 [06/22 19:46:25] Vis4D INFO: Epoch 1: 31300/75000, ETA: 0:38:53, 18.72it/s, loss: 0.2324, loss_seg: 0.2324, _pixel_acc: 0.9261 [06/22 19:46:32] Vis4D INFO: Epoch 1: 31350/75000, ETA: 0:38:58, 18.67it/s, loss: 0.2538, loss_seg: 0.2538, _pixel_acc: 0.9180 [06/22 19:46:40] Vis4D INFO: Epoch 1: 31400/75000, ETA: 0:39:02, 18.62it/s, loss: 0.2598, loss_seg: 0.2598, _pixel_acc: 0.9180 [06/22 19:46:47] Vis4D INFO: Epoch 1: 31450/75000, ETA: 0:39:06, 18.56it/s, loss: 0.2316, loss_seg: 0.2316, _pixel_acc: 0.9234 [06/22 19:46:55] Vis4D INFO: Epoch 1: 31500/75000, ETA: 0:39:10, 18.51it/s, loss: 0.2359, loss_seg: 0.2359, _pixel_acc: 0.9228 [06/22 19:47:02] Vis4D INFO: Epoch 1: 31550/75000, ETA: 0:39:13, 18.46it/s, loss: 0.2617, loss_seg: 0.2617, _pixel_acc: 0.9166 [06/22 19:47:10] Vis4D INFO: Epoch 1: 31600/75000, ETA: 0:39:17, 18.41it/s, loss: 0.2460, loss_seg: 0.2460, _pixel_acc: 0.9199 [06/22 19:47:17] Vis4D INFO: Epoch 1: 31650/75000, ETA: 0:39:21, 18.36it/s, loss: 0.2406, loss_seg: 0.2406, _pixel_acc: 0.9221 [06/22 19:47:25] Vis4D INFO: Epoch 1: 31700/75000, ETA: 0:39:25, 18.30it/s, loss: 0.2517, loss_seg: 0.2517, _pixel_acc: 0.9189 [06/22 19:47:33] Vis4D INFO: Epoch 1: 31750/75000, ETA: 0:39:30, 18.25it/s, loss: 0.2582, loss_seg: 0.2582, _pixel_acc: 0.9165 [06/22 19:47:40] Vis4D INFO: Epoch 1: 31800/75000, ETA: 0:39:33, 18.20it/s, loss: 0.2210, loss_seg: 0.2210, _pixel_acc: 0.9292 [06/22 19:47:47] Vis4D INFO: Epoch 1: 31850/75000, ETA: 0:39:36, 18.16it/s, loss: 0.2307, loss_seg: 0.2307, _pixel_acc: 0.9242 [06/22 19:47:55] Vis4D INFO: Epoch 1: 31900/75000, ETA: 0:39:40, 18.11it/s, loss: 0.2411, loss_seg: 0.2411, _pixel_acc: 0.9208 [06/22 19:48:01] Vis4D INFO: Epoch 1: 31950/75000, ETA: 0:39:42, 18.07it/s, loss: 0.2328, loss_seg: 0.2328, _pixel_acc: 0.9247 [06/22 19:48:08] Vis4D INFO: Epoch 1: 32000/75000, ETA: 0:39:45, 18.02it/s, loss: 0.2755, loss_seg: 0.2755, _pixel_acc: 0.9116 [06/22 19:48:16] Vis4D INFO: Epoch 1: 32050/75000, ETA: 0:39:49, 17.97it/s, loss: 0.2430, loss_seg: 0.2430, _pixel_acc: 0.9210 [06/22 19:48:23] Vis4D INFO: Epoch 1: 32100/75000, ETA: 0:39:52, 17.93it/s, loss: 0.2472, loss_seg: 0.2472, _pixel_acc: 0.9187 [06/22 19:48:31] Vis4D INFO: Epoch 1: 32150/75000, ETA: 0:39:56, 17.88it/s, loss: 0.2701, loss_seg: 0.2701, _pixel_acc: 0.9138 [06/22 19:48:39] Vis4D INFO: Epoch 1: 32200/75000, ETA: 0:40:00, 17.83it/s, loss: 0.2370, loss_seg: 0.2370, _pixel_acc: 0.9224 [06/22 19:48:47] Vis4D INFO: Epoch 1: 32250/75000, ETA: 0:40:04, 17.78it/s, loss: 0.2291, loss_seg: 0.2291, _pixel_acc: 0.9245 [06/22 19:48:54] Vis4D INFO: Epoch 1: 32300/75000, ETA: 0:40:07, 17.74it/s, loss: 0.2412, loss_seg: 0.2412, _pixel_acc: 0.9211 [06/22 19:49:01] Vis4D INFO: Epoch 1: 32350/75000, ETA: 0:40:09, 17.70it/s, loss: 0.2618, loss_seg: 0.2618, _pixel_acc: 0.9141 [06/22 19:49:08] Vis4D INFO: Epoch 1: 32400/75000, ETA: 0:40:12, 17.66it/s, loss: 0.2346, loss_seg: 0.2346, _pixel_acc: 0.9231 [06/22 19:49:14] Vis4D INFO: Epoch 1: 32450/75000, ETA: 0:40:14, 17.62it/s, loss: 0.2578, loss_seg: 0.2578, _pixel_acc: 0.9167 [06/22 19:49:21] Vis4D INFO: Epoch 1: 32500/75000, ETA: 0:40:16, 17.58it/s, loss: 0.2582, loss_seg: 0.2582, _pixel_acc: 0.9185 [06/22 19:49:29] Vis4D INFO: Epoch 1: 32550/75000, ETA: 0:40:20, 17.54it/s, loss: 0.2846, loss_seg: 0.2846, _pixel_acc: 0.9112 [06/22 19:49:36] Vis4D INFO: Epoch 1: 32600/75000, ETA: 0:40:23, 17.49it/s, loss: 0.2490, loss_seg: 0.2490, _pixel_acc: 0.9198 [06/22 19:49:44] Vis4D INFO: Epoch 1: 32650/75000, ETA: 0:40:26, 17.45it/s, loss: 0.2489, loss_seg: 0.2489, _pixel_acc: 0.9185 [06/22 19:49:51] Vis4D INFO: Epoch 1: 32700/75000, ETA: 0:40:29, 17.41it/s, loss: 0.2542, loss_seg: 0.2542, _pixel_acc: 0.9184 [06/22 19:49:58] Vis4D INFO: Epoch 1: 32750/75000, ETA: 0:40:31, 17.37it/s, loss: 0.2588, loss_seg: 0.2588, _pixel_acc: 0.9171 [06/22 19:50:04] Vis4D INFO: Epoch 1: 32800/75000, ETA: 0:40:33, 17.34it/s, loss: 0.2680, loss_seg: 0.2680, _pixel_acc: 0.9133 [06/22 19:50:11] Vis4D INFO: Epoch 1: 32850/75000, ETA: 0:40:35, 17.31it/s, loss: 0.2397, loss_seg: 0.2397, _pixel_acc: 0.9219 [06/22 19:50:19] Vis4D INFO: Epoch 1: 32900/75000, ETA: 0:40:38, 17.26it/s, loss: 0.2659, loss_seg: 0.2659, _pixel_acc: 0.9145 [06/22 19:50:26] Vis4D INFO: Epoch 1: 32950/75000, ETA: 0:40:40, 17.23it/s, loss: 0.2474, loss_seg: 0.2474, _pixel_acc: 0.9199 [06/22 19:50:33] Vis4D INFO: Epoch 1: 33000/75000, ETA: 0:40:43, 17.19it/s, loss: 0.2380, loss_seg: 0.2380, _pixel_acc: 0.9239 [06/22 19:50:40] Vis4D INFO: Epoch 1: 33050/75000, ETA: 0:40:46, 17.15it/s, loss: 0.2205, loss_seg: 0.2205, _pixel_acc: 0.9280 [06/22 19:50:47] Vis4D INFO: Epoch 1: 33100/75000, ETA: 0:40:48, 17.11it/s, loss: 0.2446, loss_seg: 0.2446, _pixel_acc: 0.9202 [06/22 19:50:54] Vis4D INFO: Epoch 1: 33150/75000, ETA: 0:40:50, 17.07it/s, loss: 0.2706, loss_seg: 0.2706, _pixel_acc: 0.9133 [06/22 19:51:01] Vis4D INFO: Epoch 1: 33200/75000, ETA: 0:40:52, 17.04it/s, loss: 0.2656, loss_seg: 0.2656, _pixel_acc: 0.9147 [06/22 19:51:07] Vis4D INFO: Epoch 1: 33250/75000, ETA: 0:40:54, 17.01it/s, loss: 0.2267, loss_seg: 0.2267, _pixel_acc: 0.9261 [06/22 19:51:14] Vis4D INFO: Epoch 1: 33300/75000, ETA: 0:40:55, 16.98it/s, loss: 0.2670, loss_seg: 0.2670, _pixel_acc: 0.9118 [06/22 19:51:21] Vis4D INFO: Epoch 1: 33350/75000, ETA: 0:40:57, 16.95it/s, loss: 0.2590, loss_seg: 0.2590, _pixel_acc: 0.9158 [06/22 19:51:28] Vis4D INFO: Epoch 1: 33400/75000, ETA: 0:41:00, 16.91it/s, loss: 0.2445, loss_seg: 0.2445, _pixel_acc: 0.9204 [06/22 19:51:35] Vis4D INFO: Epoch 1: 33450/75000, ETA: 0:41:02, 16.87it/s, loss: 0.2472, loss_seg: 0.2472, _pixel_acc: 0.9199 [06/22 19:51:42] Vis4D INFO: Epoch 1: 33500/75000, ETA: 0:41:04, 16.84it/s, loss: 0.2218, loss_seg: 0.2218, _pixel_acc: 0.9291 [06/22 19:51:49] Vis4D INFO: Epoch 1: 33550/75000, ETA: 0:41:06, 16.81it/s, loss: 0.2286, loss_seg: 0.2286, _pixel_acc: 0.9243 [06/22 19:51:56] Vis4D INFO: Epoch 1: 33600/75000, ETA: 0:41:07, 16.78it/s, loss: 0.2268, loss_seg: 0.2268, _pixel_acc: 0.9273 [06/22 19:52:02] Vis4D INFO: Epoch 1: 33650/75000, ETA: 0:41:09, 16.75it/s, loss: 0.2319, loss_seg: 0.2319, _pixel_acc: 0.9253 [06/22 19:52:10] Vis4D INFO: Epoch 1: 33700/75000, ETA: 0:41:12, 16.70it/s, loss: 0.2350, loss_seg: 0.2350, _pixel_acc: 0.9227 [06/22 19:52:17] Vis4D INFO: Epoch 1: 33750/75000, ETA: 0:41:13, 16.68it/s, loss: 0.2172, loss_seg: 0.2172, _pixel_acc: 0.9284 [06/22 19:52:24] Vis4D INFO: Epoch 1: 33800/75000, ETA: 0:41:15, 16.64it/s, loss: 0.2445, loss_seg: 0.2445, _pixel_acc: 0.9206 [06/22 19:52:30] Vis4D INFO: Epoch 1: 33850/75000, ETA: 0:41:16, 16.62it/s, loss: 0.2496, loss_seg: 0.2496, _pixel_acc: 0.9215 [06/22 19:52:37] Vis4D INFO: Epoch 1: 33900/75000, ETA: 0:41:17, 16.59it/s, loss: 0.2236, loss_seg: 0.2236, _pixel_acc: 0.9281 [06/22 19:52:43] Vis4D INFO: Epoch 1: 33950/75000, ETA: 0:41:19, 16.56it/s, loss: 0.2565, loss_seg: 0.2565, _pixel_acc: 0.9166 [06/22 19:52:50] Vis4D INFO: Epoch 1: 34000/75000, ETA: 0:41:21, 16.52it/s, loss: 0.2472, loss_seg: 0.2472, _pixel_acc: 0.9201 [06/22 19:52:58] Vis4D INFO: Epoch 1: 34050/75000, ETA: 0:41:23, 16.49it/s, loss: 0.2414, loss_seg: 0.2414, _pixel_acc: 0.9213 [06/22 19:53:04] Vis4D INFO: Epoch 1: 34100/75000, ETA: 0:41:23, 16.47it/s, loss: 0.2571, loss_seg: 0.2571, _pixel_acc: 0.9181 [06/22 19:53:10] Vis4D INFO: Epoch 1: 34150/75000, ETA: 0:41:24, 16.44it/s, loss: 0.2625, loss_seg: 0.2625, _pixel_acc: 0.9138 [06/22 19:53:17] Vis4D INFO: Epoch 1: 34200/75000, ETA: 0:41:26, 16.41it/s, loss: 0.2604, loss_seg: 0.2604, _pixel_acc: 0.9173 [06/22 19:53:24] Vis4D INFO: Epoch 1: 34250/75000, ETA: 0:41:27, 16.38it/s, loss: 0.2324, loss_seg: 0.2324, _pixel_acc: 0.9243 [06/22 19:53:30] Vis4D INFO: Epoch 1: 34300/75000, ETA: 0:41:28, 16.35it/s, loss: 0.2439, loss_seg: 0.2439, _pixel_acc: 0.9205 [06/22 19:53:36] Vis4D INFO: Epoch 1: 34350/75000, ETA: 0:41:29, 16.33it/s, loss: 0.2393, loss_seg: 0.2393, _pixel_acc: 0.9215 [06/22 19:53:43] Vis4D INFO: Epoch 1: 34400/75000, ETA: 0:41:30, 16.30it/s, loss: 0.2390, loss_seg: 0.2390, _pixel_acc: 0.9218 [06/22 19:53:50] Vis4D INFO: Epoch 1: 34450/75000, ETA: 0:41:32, 16.27it/s, loss: 0.2269, loss_seg: 0.2269, _pixel_acc: 0.9273 [06/22 19:53:58] Vis4D INFO: Epoch 1: 34500/75000, ETA: 0:41:34, 16.23it/s, loss: 0.2340, loss_seg: 0.2340, _pixel_acc: 0.9245 [06/22 19:54:05] Vis4D INFO: Epoch 1: 34550/75000, ETA: 0:41:35, 16.21it/s, loss: 0.2510, loss_seg: 0.2510, _pixel_acc: 0.9184 [06/22 19:54:12] Vis4D INFO: Epoch 1: 34600/75000, ETA: 0:41:37, 16.18it/s, loss: 0.2476, loss_seg: 0.2476, _pixel_acc: 0.9196 [06/22 19:54:19] Vis4D INFO: Epoch 1: 34650/75000, ETA: 0:41:38, 16.15it/s, loss: 0.2722, loss_seg: 0.2722, _pixel_acc: 0.9137 [06/22 19:54:25] Vis4D INFO: Epoch 1: 34700/75000, ETA: 0:41:39, 16.12it/s, loss: 0.2361, loss_seg: 0.2361, _pixel_acc: 0.9236 [06/22 19:54:32] Vis4D INFO: Epoch 1: 34750/75000, ETA: 0:41:40, 16.09it/s, loss: 0.2211, loss_seg: 0.2211, _pixel_acc: 0.9271 [06/22 19:54:39] Vis4D INFO: Epoch 1: 34800/75000, ETA: 0:41:42, 16.07it/s, loss: 0.2498, loss_seg: 0.2498, _pixel_acc: 0.9213 [06/22 19:54:46] Vis4D INFO: Epoch 1: 34850/75000, ETA: 0:41:42, 16.04it/s, loss: 0.2295, loss_seg: 0.2295, _pixel_acc: 0.9243 [06/22 19:54:52] Vis4D INFO: Epoch 1: 34900/75000, ETA: 0:41:43, 16.02it/s, loss: 0.2492, loss_seg: 0.2492, _pixel_acc: 0.9207 [06/22 19:54:58] Vis4D INFO: Epoch 1: 34950/75000, ETA: 0:41:44, 15.99it/s, loss: 0.2119, loss_seg: 0.2119, _pixel_acc: 0.9313 [06/22 19:55:04] Vis4D INFO: Epoch 1: 35000/75000, ETA: 0:41:44, 15.97it/s, loss: 0.2324, loss_seg: 0.2324, _pixel_acc: 0.9246 [06/22 19:55:11] Vis4D INFO: Epoch 1: 35050/75000, ETA: 0:41:45, 15.95it/s, loss: 0.2102, loss_seg: 0.2102, _pixel_acc: 0.9299 [06/22 19:55:17] Vis4D INFO: Epoch 1: 35100/75000, ETA: 0:41:45, 15.92it/s, loss: 0.2258, loss_seg: 0.2258, _pixel_acc: 0.9268 [06/22 19:55:23] Vis4D INFO: Epoch 1: 35150/75000, ETA: 0:41:46, 15.90it/s, loss: 0.2344, loss_seg: 0.2344, _pixel_acc: 0.9226 [06/22 19:55:29] Vis4D INFO: Epoch 1: 35200/75000, ETA: 0:41:46, 15.88it/s, loss: 0.2173, loss_seg: 0.2173, _pixel_acc: 0.9294 [06/22 19:55:35] Vis4D INFO: Epoch 1: 35250/75000, ETA: 0:41:45, 15.86it/s, loss: 0.2284, loss_seg: 0.2284, _pixel_acc: 0.9262 [06/22 19:55:41] Vis4D INFO: Epoch 1: 35300/75000, ETA: 0:41:45, 15.84it/s, loss: 0.2263, loss_seg: 0.2263, _pixel_acc: 0.9276 [06/22 19:55:47] Vis4D INFO: Epoch 1: 35350/75000, ETA: 0:41:45, 15.82it/s, loss: 0.2323, loss_seg: 0.2323, _pixel_acc: 0.9251 [06/22 19:55:53] Vis4D INFO: Epoch 1: 35400/75000, ETA: 0:41:45, 15.80it/s, loss: 0.2218, loss_seg: 0.2218, _pixel_acc: 0.9258 [06/22 19:56:00] Vis4D INFO: Epoch 1: 35450/75000, ETA: 0:41:46, 15.78it/s, loss: 0.2252, loss_seg: 0.2252, _pixel_acc: 0.9250 [06/22 19:56:05] Vis4D INFO: Epoch 1: 35500/75000, ETA: 0:41:46, 15.76it/s, loss: 0.2155, loss_seg: 0.2155, _pixel_acc: 0.9285 [06/22 19:56:12] Vis4D INFO: Epoch 1: 35550/75000, ETA: 0:41:46, 15.74it/s, loss: 0.2330, loss_seg: 0.2330, _pixel_acc: 0.9253 [06/22 19:56:18] Vis4D INFO: Epoch 1: 35600/75000, ETA: 0:41:47, 15.72it/s, loss: 0.2307, loss_seg: 0.2307, _pixel_acc: 0.9233 [06/22 19:56:25] Vis4D INFO: Epoch 1: 35650/75000, ETA: 0:41:47, 15.69it/s, loss: 0.2169, loss_seg: 0.2169, _pixel_acc: 0.9294 [06/22 19:56:31] Vis4D INFO: Epoch 1: 35700/75000, ETA: 0:41:47, 15.67it/s, loss: 0.2454, loss_seg: 0.2454, _pixel_acc: 0.9216 [06/22 19:56:37] Vis4D INFO: Epoch 1: 35750/75000, ETA: 0:41:47, 15.66it/s, loss: 0.2364, loss_seg: 0.2364, _pixel_acc: 0.9234 [06/22 19:56:42] Vis4D INFO: Epoch 1: 35800/75000, ETA: 0:41:46, 15.64it/s, loss: 0.2375, loss_seg: 0.2375, _pixel_acc: 0.9236 [06/22 19:56:49] Vis4D INFO: Epoch 1: 35850/75000, ETA: 0:41:46, 15.62it/s, loss: 0.1991, loss_seg: 0.1991, _pixel_acc: 0.9361 [06/22 19:56:54] Vis4D INFO: Epoch 1: 35900/75000, ETA: 0:41:46, 15.60it/s, loss: 0.2217, loss_seg: 0.2217, _pixel_acc: 0.9283 [06/22 19:57:01] Vis4D INFO: Epoch 1: 35950/75000, ETA: 0:41:46, 15.58it/s, loss: 0.2072, loss_seg: 0.2072, _pixel_acc: 0.9335 [06/22 19:57:08] Vis4D INFO: Epoch 1: 36000/75000, ETA: 0:41:48, 15.55it/s, loss: 0.2197, loss_seg: 0.2197, _pixel_acc: 0.9262 [06/22 19:57:14] Vis4D INFO: Epoch 1: 36050/75000, ETA: 0:41:47, 15.53it/s, loss: 0.2261, loss_seg: 0.2261, _pixel_acc: 0.9262 [06/22 19:57:20] Vis4D INFO: Epoch 1: 36100/75000, ETA: 0:41:47, 15.51it/s, loss: 0.2278, loss_seg: 0.2278, _pixel_acc: 0.9262 [06/22 19:57:26] Vis4D INFO: Epoch 1: 36150/75000, ETA: 0:41:47, 15.49it/s, loss: 0.2317, loss_seg: 0.2317, _pixel_acc: 0.9234 [06/22 19:57:32] Vis4D INFO: Epoch 1: 36200/75000, ETA: 0:41:47, 15.48it/s, loss: 0.2402, loss_seg: 0.2402, _pixel_acc: 0.9221 [06/22 19:57:38] Vis4D INFO: Epoch 1: 36250/75000, ETA: 0:41:46, 15.46it/s, loss: 0.2399, loss_seg: 0.2399, _pixel_acc: 0.9224 [06/22 19:57:44] Vis4D INFO: Epoch 1: 36300/75000, ETA: 0:41:46, 15.44it/s, loss: 0.2031, loss_seg: 0.2031, _pixel_acc: 0.9332 [06/22 19:57:50] Vis4D INFO: Epoch 1: 36350/75000, ETA: 0:41:45, 15.42it/s, loss: 0.2292, loss_seg: 0.2292, _pixel_acc: 0.9239 [06/22 19:57:56] Vis4D INFO: Epoch 1: 36400/75000, ETA: 0:41:45, 15.41it/s, loss: 0.2246, loss_seg: 0.2246, _pixel_acc: 0.9272 [06/22 19:58:02] Vis4D INFO: Epoch 1: 36450/75000, ETA: 0:41:45, 15.39it/s, loss: 0.2162, loss_seg: 0.2162, _pixel_acc: 0.9288 [06/22 19:58:08] Vis4D INFO: Epoch 1: 36500/75000, ETA: 0:41:44, 15.37it/s, loss: 0.2149, loss_seg: 0.2149, _pixel_acc: 0.9287 [06/22 19:58:13] Vis4D INFO: Epoch 1: 36550/75000, ETA: 0:41:44, 15.35it/s, loss: 0.2430, loss_seg: 0.2430, _pixel_acc: 0.9197 [06/22 19:58:20] Vis4D INFO: Epoch 1: 36600/75000, ETA: 0:41:43, 15.34it/s, loss: 0.2291, loss_seg: 0.2291, _pixel_acc: 0.9250 [06/22 19:58:25] Vis4D INFO: Epoch 1: 36650/75000, ETA: 0:41:43, 15.32it/s, loss: 0.2081, loss_seg: 0.2081, _pixel_acc: 0.9320 [06/22 19:58:31] Vis4D INFO: Epoch 1: 36700/75000, ETA: 0:41:43, 15.30it/s, loss: 0.2243, loss_seg: 0.2243, _pixel_acc: 0.9280 [06/22 19:58:37] Vis4D INFO: Epoch 1: 36750/75000, ETA: 0:41:42, 15.29it/s, loss: 0.2204, loss_seg: 0.2204, _pixel_acc: 0.9280 [06/22 19:58:43] Vis4D INFO: Epoch 1: 36800/75000, ETA: 0:41:41, 15.27it/s, loss: 0.2141, loss_seg: 0.2141, _pixel_acc: 0.9295 [06/22 19:58:49] Vis4D INFO: Epoch 1: 36850/75000, ETA: 0:41:41, 15.25it/s, loss: 0.2343, loss_seg: 0.2343, _pixel_acc: 0.9242 [06/22 19:58:55] Vis4D INFO: Epoch 1: 36900/75000, ETA: 0:41:40, 15.24it/s, loss: 0.2598, loss_seg: 0.2598, _pixel_acc: 0.9165 [06/22 19:59:01] Vis4D INFO: Epoch 1: 36950/75000, ETA: 0:41:39, 15.22it/s, loss: 0.2285, loss_seg: 0.2285, _pixel_acc: 0.9250 [06/22 19:59:07] Vis4D INFO: Epoch 1: 37000/75000, ETA: 0:41:39, 15.20it/s, loss: 0.2677, loss_seg: 0.2677, _pixel_acc: 0.9176 [06/22 19:59:13] Vis4D INFO: Epoch 1: 37050/75000, ETA: 0:41:39, 15.19it/s, loss: 0.2389, loss_seg: 0.2389, _pixel_acc: 0.9225 [06/22 19:59:19] Vis4D INFO: Epoch 1: 37100/75000, ETA: 0:41:38, 15.17it/s, loss: 0.2197, loss_seg: 0.2197, _pixel_acc: 0.9276 [06/22 19:59:25] Vis4D INFO: Epoch 1: 37150/75000, ETA: 0:41:37, 15.15it/s, loss: 0.1957, loss_seg: 0.1957, _pixel_acc: 0.9351 [06/22 19:59:31] Vis4D INFO: Epoch 1: 37200/75000, ETA: 0:41:37, 15.14it/s, loss: 0.2171, loss_seg: 0.2171, _pixel_acc: 0.9290 [06/22 19:59:37] Vis4D INFO: Epoch 1: 37250/75000, ETA: 0:41:36, 15.12it/s, loss: 0.2230, loss_seg: 0.2230, _pixel_acc: 0.9264 [06/22 19:59:42] Vis4D INFO: Epoch 1: 37300/75000, ETA: 0:41:35, 15.10it/s, loss: 0.2182, loss_seg: 0.2182, _pixel_acc: 0.9274 [06/22 19:59:48] Vis4D INFO: Epoch 1: 37350/75000, ETA: 0:41:35, 15.09it/s, loss: 0.2184, loss_seg: 0.2184, _pixel_acc: 0.9279 [06/22 19:59:55] Vis4D INFO: Epoch 1: 37400/75000, ETA: 0:41:34, 15.07it/s, loss: 0.2100, loss_seg: 0.2100, _pixel_acc: 0.9303 [06/22 20:00:01] Vis4D INFO: Epoch 1: 37450/75000, ETA: 0:41:34, 15.05it/s, loss: 0.2044, loss_seg: 0.2044, _pixel_acc: 0.9337 [06/22 20:00:07] Vis4D INFO: Epoch 1: 37500/75000, ETA: 0:41:33, 15.04it/s, loss: 0.2265, loss_seg: 0.2265, _pixel_acc: 0.9259 [06/22 20:00:13] Vis4D INFO: Epoch 1: 37550/75000, ETA: 0:41:33, 15.02it/s, loss: 0.2112, loss_seg: 0.2112, _pixel_acc: 0.9293 [06/22 20:00:19] Vis4D INFO: Epoch 1: 37600/75000, ETA: 0:41:32, 15.01it/s, loss: 0.2076, loss_seg: 0.2076, _pixel_acc: 0.9323 [06/22 20:00:25] Vis4D INFO: Epoch 1: 37650/75000, ETA: 0:41:31, 14.99it/s, loss: 0.2279, loss_seg: 0.2279, _pixel_acc: 0.9263 [06/22 20:00:31] Vis4D INFO: Epoch 1: 37700/75000, ETA: 0:41:31, 14.97it/s, loss: 0.2017, loss_seg: 0.2017, _pixel_acc: 0.9325 [06/22 20:00:37] Vis4D INFO: Epoch 1: 37750/75000, ETA: 0:41:30, 14.96it/s, loss: 0.2155, loss_seg: 0.2155, _pixel_acc: 0.9288 [06/22 20:00:42] Vis4D INFO: Epoch 1: 37800/75000, ETA: 0:41:29, 14.94it/s, loss: 0.2021, loss_seg: 0.2021, _pixel_acc: 0.9334 [06/22 20:00:49] Vis4D INFO: Epoch 1: 37850/75000, ETA: 0:41:28, 14.93it/s, loss: 0.2341, loss_seg: 0.2341, _pixel_acc: 0.9226 [06/22 20:00:54] Vis4D INFO: Epoch 1: 37900/75000, ETA: 0:41:27, 14.91it/s, loss: 0.2140, loss_seg: 0.2140, _pixel_acc: 0.9296 [06/22 20:01:01] Vis4D INFO: Epoch 1: 37950/75000, ETA: 0:41:27, 14.90it/s, loss: 0.2086, loss_seg: 0.2086, _pixel_acc: 0.9311 [06/22 20:01:06] Vis4D INFO: Epoch 1: 38000/75000, ETA: 0:41:26, 14.88it/s, loss: 0.2109, loss_seg: 0.2109, _pixel_acc: 0.9311 [06/22 20:01:12] Vis4D INFO: Epoch 1: 38050/75000, ETA: 0:41:25, 14.87it/s, loss: 0.2275, loss_seg: 0.2275, _pixel_acc: 0.9262 [06/22 20:01:18] Vis4D INFO: Epoch 1: 38100/75000, ETA: 0:41:24, 14.85it/s, loss: 0.2336, loss_seg: 0.2336, _pixel_acc: 0.9245 [06/22 20:01:24] Vis4D INFO: Epoch 1: 38150/75000, ETA: 0:41:23, 14.84it/s, loss: 0.2128, loss_seg: 0.2128, _pixel_acc: 0.9294 [06/22 20:01:30] Vis4D INFO: Epoch 1: 38200/75000, ETA: 0:41:22, 14.82it/s, loss: 0.2246, loss_seg: 0.2246, _pixel_acc: 0.9259 [06/22 20:01:36] Vis4D INFO: Epoch 1: 38250/75000, ETA: 0:41:21, 14.81it/s, loss: 0.2102, loss_seg: 0.2102, _pixel_acc: 0.9304 [06/22 20:01:42] Vis4D INFO: Epoch 1: 38300/75000, ETA: 0:41:20, 14.80it/s, loss: 0.2176, loss_seg: 0.2176, _pixel_acc: 0.9291 [06/22 20:01:48] Vis4D INFO: Epoch 1: 38350/75000, ETA: 0:41:19, 14.78it/s, loss: 0.2299, loss_seg: 0.2299, _pixel_acc: 0.9244 [06/22 20:01:53] Vis4D INFO: Epoch 1: 38400/75000, ETA: 0:41:18, 14.77it/s, loss: 0.2221, loss_seg: 0.2221, _pixel_acc: 0.9272 [06/22 20:01:59] Vis4D INFO: Epoch 1: 38450/75000, ETA: 0:41:17, 14.75it/s, loss: 0.2100, loss_seg: 0.2100, _pixel_acc: 0.9292 [06/22 20:02:05] Vis4D INFO: Epoch 1: 38500/75000, ETA: 0:41:16, 14.74it/s, loss: 0.2321, loss_seg: 0.2321, _pixel_acc: 0.9238 [06/22 20:02:10] Vis4D INFO: Epoch 1: 38550/75000, ETA: 0:41:14, 14.73it/s, loss: 0.2076, loss_seg: 0.2076, _pixel_acc: 0.9326 [06/22 20:02:16] Vis4D INFO: Epoch 1: 38600/75000, ETA: 0:41:13, 14.71it/s, loss: 0.2242, loss_seg: 0.2242, _pixel_acc: 0.9261 [06/22 20:02:22] Vis4D INFO: Epoch 1: 38650/75000, ETA: 0:41:12, 14.70it/s, loss: 0.2129, loss_seg: 0.2129, _pixel_acc: 0.9302 [06/22 20:02:28] Vis4D INFO: Epoch 1: 38700/75000, ETA: 0:41:11, 14.69it/s, loss: 0.2083, loss_seg: 0.2083, _pixel_acc: 0.9326 [06/22 20:02:34] Vis4D INFO: Epoch 1: 38750/75000, ETA: 0:41:10, 14.67it/s, loss: 0.2060, loss_seg: 0.2060, _pixel_acc: 0.9317 [06/22 20:02:39] Vis4D INFO: Epoch 1: 38800/75000, ETA: 0:41:09, 14.66it/s, loss: 0.2128, loss_seg: 0.2128, _pixel_acc: 0.9300 [06/22 20:02:45] Vis4D INFO: Epoch 1: 38850/75000, ETA: 0:41:07, 14.65it/s, loss: 0.1965, loss_seg: 0.1965, _pixel_acc: 0.9343 [06/22 20:02:51] Vis4D INFO: Epoch 1: 38900/75000, ETA: 0:41:06, 14.63it/s, loss: 0.2052, loss_seg: 0.2052, _pixel_acc: 0.9331 [06/22 20:02:57] Vis4D INFO: Epoch 1: 38950/75000, ETA: 0:41:06, 14.62it/s, loss: 0.2326, loss_seg: 0.2326, _pixel_acc: 0.9258 [06/22 20:03:04] Vis4D INFO: Epoch 1: 39000/75000, ETA: 0:41:05, 14.60it/s, loss: 0.2037, loss_seg: 0.2037, _pixel_acc: 0.9335 [06/22 20:03:10] Vis4D INFO: Epoch 1: 39050/75000, ETA: 0:41:04, 14.59it/s, loss: 0.1915, loss_seg: 0.1915, _pixel_acc: 0.9365 [06/22 20:03:15] Vis4D INFO: Epoch 1: 39100/75000, ETA: 0:41:02, 14.58it/s, loss: 0.2024, loss_seg: 0.2024, _pixel_acc: 0.9338 [06/22 20:03:21] Vis4D INFO: Epoch 1: 39150/75000, ETA: 0:41:01, 14.56it/s, loss: 0.2126, loss_seg: 0.2126, _pixel_acc: 0.9315 [06/22 20:03:27] Vis4D INFO: Epoch 1: 39200/75000, ETA: 0:41:00, 14.55it/s, loss: 0.1955, loss_seg: 0.1955, _pixel_acc: 0.9347 [06/22 20:03:33] Vis4D INFO: Epoch 1: 39250/75000, ETA: 0:40:58, 14.54it/s, loss: 0.2033, loss_seg: 0.2033, _pixel_acc: 0.9336 [06/22 20:03:38] Vis4D INFO: Epoch 1: 39300/75000, ETA: 0:40:57, 14.53it/s, loss: 0.2349, loss_seg: 0.2349, _pixel_acc: 0.9236 [06/22 20:03:44] Vis4D INFO: Epoch 1: 39350/75000, ETA: 0:40:56, 14.51it/s, loss: 0.2164, loss_seg: 0.2164, _pixel_acc: 0.9277 [06/22 20:03:50] Vis4D INFO: Epoch 1: 39400/75000, ETA: 0:40:55, 14.50it/s, loss: 0.2168, loss_seg: 0.2168, _pixel_acc: 0.9295 [06/22 20:03:56] Vis4D INFO: Epoch 1: 39450/75000, ETA: 0:40:53, 14.49it/s, loss: 0.2140, loss_seg: 0.2140, _pixel_acc: 0.9302 [06/22 20:04:02] Vis4D INFO: Epoch 1: 39500/75000, ETA: 0:40:52, 14.48it/s, loss: 0.2331, loss_seg: 0.2331, _pixel_acc: 0.9238 [06/22 20:04:07] Vis4D INFO: Epoch 1: 39550/75000, ETA: 0:40:51, 14.46it/s, loss: 0.2024, loss_seg: 0.2024, _pixel_acc: 0.9332 [06/22 20:04:13] Vis4D INFO: Epoch 1: 39600/75000, ETA: 0:40:49, 14.45it/s, loss: 0.2094, loss_seg: 0.2094, _pixel_acc: 0.9316 [06/22 20:04:19] Vis4D INFO: Epoch 1: 39650/75000, ETA: 0:40:48, 14.44it/s, loss: 0.2198, loss_seg: 0.2198, _pixel_acc: 0.9279 [06/22 20:04:25] Vis4D INFO: Epoch 1: 39700/75000, ETA: 0:40:46, 14.43it/s, loss: 0.1924, loss_seg: 0.1924, _pixel_acc: 0.9357 [06/22 20:04:31] Vis4D INFO: Epoch 1: 39750/75000, ETA: 0:40:45, 14.41it/s, loss: 0.2160, loss_seg: 0.2160, _pixel_acc: 0.9314 [06/22 20:04:36] Vis4D INFO: Epoch 1: 39800/75000, ETA: 0:40:44, 14.40it/s, loss: 0.1941, loss_seg: 0.1941, _pixel_acc: 0.9358 [06/22 20:04:42] Vis4D INFO: Epoch 1: 39850/75000, ETA: 0:40:42, 14.39it/s, loss: 0.2110, loss_seg: 0.2110, _pixel_acc: 0.9312 [06/22 20:04:48] Vis4D INFO: Epoch 1: 39900/75000, ETA: 0:40:41, 14.38it/s, loss: 0.2112, loss_seg: 0.2112, _pixel_acc: 0.9294 [06/22 20:04:54] Vis4D INFO: Epoch 1: 39950/75000, ETA: 0:40:39, 14.37it/s, loss: 0.2193, loss_seg: 0.2193, _pixel_acc: 0.9287 [06/22 20:04:59] Vis4D INFO: Epoch 1: 40000/75000, ETA: 0:40:37, 14.36it/s, loss: 0.1974, loss_seg: 0.1974, _pixel_acc: 0.9349 [06/22 20:05:05] Vis4D INFO: Testing: 50/12500, ETA: 0:24:41, 8.40it/s [06/22 20:05:11] Vis4D INFO: Testing: 100/12500, ETA: 0:24:23, 8.47it/s [06/22 20:05:17] Vis4D INFO: Testing: 150/12500, ETA: 0:24:15, 8.49it/s [06/22 20:05:23] Vis4D INFO: Testing: 200/12500, ETA: 0:24:08, 8.49it/s [06/22 20:05:29] Vis4D INFO: Testing: 250/12500, ETA: 0:24:02, 8.49it/s [06/22 20:05:35] Vis4D INFO: Testing: 300/12500, ETA: 0:23:57, 8.49it/s [06/22 20:05:40] Vis4D INFO: Testing: 350/12500, ETA: 0:23:50, 8.49it/s [06/22 20:05:46] Vis4D INFO: Testing: 400/12500, ETA: 0:23:44, 8.49it/s [06/22 20:05:52] Vis4D INFO: Testing: 450/12500, ETA: 0:23:38, 8.49it/s [06/22 20:05:58] Vis4D INFO: Testing: 500/12500, ETA: 0:23:32, 8.50it/s [06/22 20:06:04] Vis4D INFO: Testing: 550/12500, ETA: 0:23:26, 8.50it/s [06/22 20:06:10] Vis4D INFO: Testing: 600/12500, ETA: 0:23:20, 8.50it/s [06/22 20:06:16] 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[06/22 20:07:38] Vis4D INFO: Testing: 1350/12500, ETA: 0:21:50, 8.51it/s [06/22 20:07:44] Vis4D INFO: Testing: 1400/12500, ETA: 0:21:44, 8.51it/s [06/22 20:07:50] Vis4D INFO: Testing: 1450/12500, ETA: 0:21:38, 8.51it/s [06/22 20:07:56] Vis4D INFO: Testing: 1500/12500, ETA: 0:21:33, 8.51it/s [06/22 20:08:01] Vis4D INFO: Testing: 1550/12500, ETA: 0:21:27, 8.51it/s [06/22 20:08:07] Vis4D INFO: Testing: 1600/12500, ETA: 0:21:21, 8.51it/s [06/22 20:08:13] Vis4D INFO: Testing: 1650/12500, ETA: 0:21:15, 8.51it/s [06/22 20:08:19] Vis4D INFO: Testing: 1700/12500, ETA: 0:21:09, 8.51it/s [06/22 20:08:25] Vis4D INFO: Testing: 1750/12500, ETA: 0:21:03, 8.51it/s [06/22 20:08:31] Vis4D INFO: Testing: 1800/12500, ETA: 0:20:57, 8.51it/s [06/22 20:08:36] Vis4D INFO: Testing: 1850/12500, ETA: 0:20:51, 8.51it/s [06/22 20:08:42] Vis4D INFO: Testing: 1900/12500, ETA: 0:20:45, 8.51it/s [06/22 20:08:48] Vis4D INFO: Testing: 1950/12500, ETA: 0:20:39, 8.51it/s [06/22 20:08:54] Vis4D INFO: Testing: 2000/12500, ETA: 0:20:33, 8.51it/s [06/22 20:09:00] Vis4D INFO: Testing: 2050/12500, ETA: 0:20:27, 8.52it/s [06/22 20:09:06] Vis4D INFO: Testing: 2100/12500, ETA: 0:20:21, 8.51it/s [06/22 20:09:12] Vis4D INFO: Testing: 2150/12500, ETA: 0:20:15, 8.51it/s [06/22 20:09:17] Vis4D INFO: Testing: 2200/12500, ETA: 0:20:09, 8.52it/s [06/22 20:09:23] Vis4D INFO: Testing: 2250/12500, ETA: 0:20:02, 8.52it/s [06/22 20:09:29] Vis4D INFO: Testing: 2300/12500, ETA: 0:19:56, 8.53it/s [06/22 20:09:35] Vis4D INFO: Testing: 2350/12500, ETA: 0:19:49, 8.53it/s [06/22 20:09:40] Vis4D INFO: Testing: 2400/12500, ETA: 0:19:43, 8.53it/s [06/22 20:09:46] Vis4D INFO: Testing: 2450/12500, ETA: 0:19:37, 8.54it/s [06/22 20:09:52] Vis4D INFO: Testing: 2500/12500, ETA: 0:19:31, 8.54it/s [06/22 20:09:58] Vis4D INFO: Testing: 2550/12500, ETA: 0:19:24, 8.54it/s [06/22 20:10:04] Vis4D INFO: Testing: 2600/12500, ETA: 0:19:19, 8.54it/s [06/22 20:10:09] Vis4D INFO: Testing: 2650/12500, ETA: 0:19:12, 8.54it/s [06/22 20:10:15] Vis4D INFO: Testing: 2700/12500, ETA: 0:19:06, 8.54it/s [06/22 20:10:21] Vis4D INFO: Testing: 2750/12500, ETA: 0:19:00, 8.55it/s [06/22 20:10:27] Vis4D INFO: Testing: 2800/12500, ETA: 0:18:54, 8.55it/s [06/22 20:10:33] Vis4D INFO: Testing: 2850/12500, ETA: 0:18:48, 8.55it/s [06/22 20:10:38] Vis4D INFO: Testing: 2900/12500, ETA: 0:18:42, 8.55it/s [06/22 20:10:44] Vis4D INFO: Testing: 2950/12500, ETA: 0:18:36, 8.55it/s [06/22 20:10:50] Vis4D INFO: Testing: 3000/12500, ETA: 0:18:30, 8.55it/s [06/22 20:10:56] Vis4D INFO: Testing: 3050/12500, ETA: 0:18:24, 8.56it/s [06/22 20:11:01] Vis4D INFO: Testing: 3100/12500, ETA: 0:18:18, 8.56it/s [06/22 20:11:07] Vis4D INFO: Testing: 3150/12500, ETA: 0:18:12, 8.56it/s [06/22 20:11:13] Vis4D INFO: Testing: 3200/12500, ETA: 0:18:06, 8.56it/s [06/22 20:11:19] Vis4D INFO: Testing: 3250/12500, ETA: 0:18:00, 8.56it/s [06/22 20:11:25] Vis4D INFO: Testing: 3300/12500, ETA: 0:17:54, 8.56it/s [06/22 20:11:30] Vis4D INFO: Testing: 3350/12500, ETA: 0:17:48, 8.56it/s [06/22 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Testing: 4750/12500, ETA: 0:15:05, 8.56it/s [06/22 20:14:20] Vis4D INFO: Testing: 4800/12500, ETA: 0:14:59, 8.56it/s [06/22 20:14:26] Vis4D INFO: Testing: 4850/12500, ETA: 0:14:53, 8.56it/s [06/22 20:14:31] Vis4D INFO: Testing: 4900/12500, ETA: 0:14:47, 8.56it/s [06/22 20:14:37] Vis4D INFO: Testing: 4950/12500, ETA: 0:14:41, 8.56it/s [06/22 20:14:43] Vis4D INFO: Testing: 5000/12500, ETA: 0:14:35, 8.56it/s [06/22 20:14:49] Vis4D INFO: Testing: 5050/12500, ETA: 0:14:29, 8.56it/s [06/22 20:14:55] Vis4D INFO: Testing: 5100/12500, ETA: 0:14:24, 8.56it/s [06/22 20:15:01] Vis4D INFO: Testing: 5150/12500, ETA: 0:14:18, 8.56it/s [06/22 20:15:06] Vis4D INFO: Testing: 5200/12500, ETA: 0:14:12, 8.56it/s [06/22 20:15:12] Vis4D INFO: Testing: 5250/12500, ETA: 0:14:06, 8.56it/s [06/22 20:15:18] Vis4D INFO: Testing: 5300/12500, ETA: 0:14:00, 8.56it/s [06/22 20:15:24] Vis4D INFO: Testing: 5350/12500, ETA: 0:13:55, 8.56it/s [06/22 20:15:30] Vis4D INFO: Testing: 5400/12500, ETA: 0:13:49, 8.56it/s [06/22 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ETA: 0:04:29, 8.55it/s [06/22 20:24:58] Vis4D INFO: Testing: 10250/12500, ETA: 0:04:23, 8.55it/s [06/22 20:25:04] Vis4D INFO: Testing: 10300/12500, ETA: 0:04:17, 8.55it/s [06/22 20:25:10] Vis4D INFO: Testing: 10350/12500, ETA: 0:04:11, 8.55it/s [06/22 20:25:16] Vis4D INFO: Testing: 10400/12500, ETA: 0:04:05, 8.55it/s [06/22 20:25:21] Vis4D INFO: Testing: 10450/12500, ETA: 0:03:59, 8.55it/s [06/22 20:25:27] Vis4D INFO: Testing: 10500/12500, ETA: 0:03:53, 8.55it/s [06/22 20:25:33] Vis4D INFO: Testing: 10550/12500, ETA: 0:03:48, 8.55it/s [06/22 20:25:39] Vis4D INFO: Testing: 10600/12500, ETA: 0:03:42, 8.55it/s [06/22 20:25:45] Vis4D INFO: Testing: 10650/12500, ETA: 0:03:36, 8.55it/s [06/22 20:25:51] Vis4D INFO: Testing: 10700/12500, ETA: 0:03:30, 8.55it/s [06/22 20:25:57] Vis4D INFO: Testing: 10750/12500, ETA: 0:03:24, 8.55it/s [06/22 20:26:02] Vis4D INFO: Testing: 10800/12500, ETA: 0:03:18, 8.55it/s [06/22 20:26:08] Vis4D INFO: Testing: 10850/12500, ETA: 0:03:12, 8.55it/s [06/22 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[06/22 20:28:52] Vis4D INFO: Testing: 12250/12500, ETA: 0:00:29, 8.55it/s [06/22 20:28:58] Vis4D INFO: Testing: 12300/12500, ETA: 0:00:23, 8.55it/s [06/22 20:29:04] Vis4D INFO: Testing: 12350/12500, ETA: 0:00:17, 8.55it/s [06/22 20:29:10] Vis4D INFO: Testing: 12400/12500, ETA: 0:00:11, 8.55it/s [06/22 20:29:16] Vis4D INFO: Testing: 12450/12500, ETA: 0:00:05, 8.55it/s [06/22 20:29:21] Vis4D INFO: Testing: 12500/12500, ETA: 0:00:00, 8.55it/s [06/22 20:29:22] Vis4D INFO: Running evaluator SHIFT Segmentation Evaluator... [06/22 20:29:22] Vis4D INFO: mIoU: 74.2215 [06/22 20:29:22] Vis4D INFO: Showing evaluation results for mIoU [06/22 20:29:22] Vis4D INFO: mIoU: 74.222% unlabeled: (nan%), building: (86.678%), fence: (50.487%), other: (nan%), pedestrian: (62.601%), pole: (51.488%), road line: (80.701%), road: (97.607%), sidewalk: (90.406%), vegetation: (75.060%), vehicle: (90.365%), wall: (82.283%), traffic sign: (49.163%), sky: (92.929%), ground: (nan%), bridge: (nan%), rail track: (nan%), guard rail: (nan%), traffic light: (56.481%), static: (nan%), dynamic: (nan%), water: (nan%), terrain: (72.854%) [06/22 20:29:22] Vis4D INFO: `Trainer.fit` stopped: `max_steps=40000` reached.