[2025-08-16 09:19:03,699][INFO] Args: { "accelerator": "auto", "batch_size": 32, "callbacks": null, "checkpoint": null, "data": "data/kyucapsule", "devices": "auto", "embed_dim": null, "epochs": 300, "float32_matmul_precision": "auto", "loader_args": null, "loggers": { "wandb": { "project": "ent-endoscopy-ssl" } }, "method": "distillation", "method_args": { "teacher": "dinov3/vitb16", "teacher_url": "https://dinov3.llamameta.net/dinov3_vitb16/dinov3_vitb16_pretrain_lvd1689m-73cec8be.pth?Policy=eyJTdGF0ZW1lbnQiOlt7InVuaXF1ZV9oYXNoIjoidHIwZnd1bWJpNXQ3MDN4cHR6ZnQwYWJvIiwiUmVzb3VyY2UiOiJodHRwczpcL1wvZGlub3YzLmxsYW1hbWV0YS5uZXRcLyoiLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE3NTU0NDQyOTJ9fX1dfQ__&Signature=My7izi9fGryWxHUZt0Ndjf%7EXL5DZqsEw7zj0srntCpnl-ef5RIXlC3GsiUhpPsk%7Ex1926VqFIZq1DopLq-qZLm8R%7E%7EMz50FnqqgmpTilHZ37qXXzfs5zKpoKtlREY4Zr7MY9mitysZM52qW-Ql59QnsPiw596ibmw9fuDo5%7EsVmD1mTJUaiY%7Eh2mwjTZIHDaBwCdyJMLcfjnd45ERNIJ3AmyNXxkZYSFjLBh%7E%7Erwo0fJStpUbbHlcgPp2y1qpKhkOb3GTPoqpPx9JGXAoRORBrnSfcG0O7vcP0I3b4gjqTNpmmtmUxkWytxM0uqw3wuanUucTg2a4oFx7XnkHrjyjQ__&Key-Pair-Id=K15QRJLYKIFSLZ&Download-Request-ID=1269751050845944" }, "model": "VisionTransformer", "model_args": null, "num_nodes": 1, "num_workers": 16, "optim": "auto", "optim_args": null, "out": "outputs/ssl_distil/vit16s", "overwrite": true, "precision": "32-true", "resume": null, "resume_interrupted": true, "seed": 0, "strategy": "auto", "trainer_args": null, "transform_args": { "image_size": [ 224, 224 ] } } [2025-08-16 09:19:03,699][INFO] Using output directory '/workspace/ent-labotary/outputs/ssl_distil/vit16s'. [2025-08-16 09:19:03,927][WARNING] /usr/local/lib/python3.12/dist-packages/torch/cuda/__init__.py:235: UserWarning: NVIDIA GeForce RTX 5090 with CUDA capability sm_120 is not compatible with the current PyTorch installation. The current PyTorch install supports CUDA capabilities sm_50 sm_60 sm_70 sm_75 sm_80 sm_86 sm_90. If you want to use the NVIDIA GeForce RTX 5090 GPU with PyTorch, please check the instructions at https://pytorch.org/get-started/locally/ warnings.warn( [2025-08-16 09:19:03,931][DEBUG] '/usr/local/lib/python3.12/dist-packages/lightly_train' is not a git repository. [2025-08-16 09:19:03,958][DEBUG] Platform: Linux-5.15.0-141-generic-x86_64-with-glibc2.39 [2025-08-16 09:19:03,959][DEBUG] Python: 3.12.3 [2025-08-16 09:19:03,959][DEBUG] LightlyTrain: 0.11.0 [2025-08-16 09:19:03,959][DEBUG] LightlyTrain Git Information: [2025-08-16 09:19:03,959][DEBUG] LightlyTrain is not installed from a git repository. [2025-08-16 09:19:03,959][DEBUG] Run directory Git Information: [2025-08-16 09:19:03,959][DEBUG] Branch: feat/distil [2025-08-16 09:19:03,959][DEBUG] Commit: e8ad686331af47036fc95dc5933f9bd7d80c04f5 [2025-08-16 09:19:03,959][DEBUG] Uncommitted changes: None [2025-08-16 09:19:03,959][DEBUG] Dependencies: [2025-08-16 09:19:03,959][DEBUG] - torch 2.5.1 [2025-08-16 09:19:03,959][DEBUG] - torchvision 0.20.1 [2025-08-16 09:19:03,959][DEBUG] - pytorch-lightning 2.5.3 [2025-08-16 09:19:03,959][DEBUG] - Pillow 11.3.0 [2025-08-16 09:19:03,959][DEBUG] - pillow-simd x [2025-08-16 09:19:03,959][DEBUG] Optional dependencies: [2025-08-16 09:19:03,959][DEBUG] - super-gradients x [2025-08-16 09:19:03,959][DEBUG] - timm 1.0.19 [2025-08-16 09:19:03,959][DEBUG] - ultralytics x [2025-08-16 09:19:03,959][DEBUG] - wandb 0.21.1 [2025-08-16 09:19:03,959][DEBUG] CPUs: 96 [2025-08-16 09:19:03,959][DEBUG] GPUs: 1 [2025-08-16 09:19:03,959][DEBUG] - NVIDIA GeForce RTX 5090 12.0 (33680326656) [2025-08-16 09:19:03,960][DEBUG] Environment variables: [2025-08-16 09:19:03,961][DEBUG] Getting transform args for method 'distillation'. [2025-08-16 09:19:03,961][DEBUG] Using additional transform arguments {'image_size': (224, 224)}. [2025-08-16 09:19:03,961][DEBUG] Getting transform for method 'distillation'. [2025-08-16 09:19:03,965][DEBUG] Creating temporary file '/root/.cache/lightly-train/data/verify-out/079928ed6f1401a589dfa80e99233e1848a2c7cabe39f88f024bd411f1a98435' to verify out path. [2025-08-16 09:19:03,966][DEBUG] Writing filenames to '/root/.cache/lightly-train/data/546c9687057a184d637fe18f75fa966b6562fcfc4ff5a6e442d46f9803a5b255.temp' (chunk_size=10000) [2025-08-16 09:19:04,912][DEBUG] Creating memory mapped sequence with 18481 'filenames'. [2025-08-16 09:19:04,912][DEBUG] Found dataset size 18481. [2025-08-16 09:19:04,913][DEBUG] Using provided epochs 300. [2025-08-16 09:19:04,913][WARNING] Could not find pooling layer on the model, defaulting to AdaptiveAvgPool2d [2025-08-16 09:19:04,913][DEBUG] Getting embedding model with embedding dimension None. [2025-08-16 09:19:04,913][DEBUG] Using jsonl logger with args flush_logs_every_n_steps=100 [2025-08-16 09:19:04,915][DEBUG] Using tensorboard logger with args name='' version='' log_graph=False default_hp_metric=True prefix='' sub_dir=None [2025-08-16 09:19:04,915][DEBUG] Using wandb logger with args name=None version=None offline=False anonymous=None project='ent-endoscopy-ssl' log_model=False prefix='' checkpoint_name=None [2025-08-16 09:19:04,916][DEBUG] Using loggers ['JSONLLogger', 'TensorBoardLogger', 'WandbLogger']. [2025-08-16 09:19:04,917][DEBUG] Getting accelerator for 'auto'. [2025-08-16 09:19:04,917][DEBUG] CUDA is available, defaulting to CUDA. [2025-08-16 09:19:04,917][DEBUG] Detected 1 devices. [2025-08-16 09:19:04,917][DEBUG] Using strategy 'auto'. [2025-08-16 09:19:04,917][DEBUG] Getting trainer. [2025-08-16 09:19:04,917][DEBUG] Using sync_batchnorm 'True'. [2025-08-16 09:19:04,937][INFO] GPU available: True (cuda), used: True [2025-08-16 09:19:04,937][INFO] TPU available: False, using: 0 TPU cores [2025-08-16 09:19:04,937][INFO] HPU available: False, using: 0 HPUs [2025-08-16 09:19:04,937][DEBUG] Detected 1 nodes and 1 devices per node. [2025-08-16 09:19:04,937][DEBUG] Total number of devices: 1. [2025-08-16 09:19:04,937][DEBUG] Detected dataset size 18481. [2025-08-16 09:19:04,937][DEBUG] Using batch size per device 32. [2025-08-16 09:19:04,938][DEBUG] Using optimizer 'OptimizerType.LARS'. [2025-08-16 09:19:04,938][DEBUG] Getting method args for 'DistillationV2' [2025-08-16 09:19:04,938][DEBUG] Getting method for 'DistillationV2' [2025-08-16 09:19:57,409][INFO] Resolved configuration: { "accelerator": "CUDAAccelerator", "batch_size": 32, "callbacks": { "device_stats_monitor": null, "early_stopping": { "check_finite": true, "monitor": "train_loss", "patience": 1000000000000 }, "learning_rate_monitor": {}, "model_checkpoint": { "enable_version_counter": false, "every_n_epochs": null, "filename": null, "save_last": true, "save_top_k": 1 }, "model_export": { "every_n_epochs": 1 } }, "checkpoint": null, "data": "data/kyucapsule", "devices": 1, "embed_dim": null, "epochs": 300, "float32_matmul_precision": "highest", "loader_args": null, "loggers": { "jsonl": { "flush_logs_every_n_steps": 100 }, "mlflow": null, "tensorboard": { "default_hp_metric": true, "log_graph": false, "name": "", "prefix": "", "sub_dir": null, "version": "" }, "wandb": { "anonymous": null, "checkpoint_name": null, "log_model": false, "name": null, "offline": false, "prefix": "", "project": "ent-endoscopy-ssl", "version": null } }, "method": "distillation", "method_args": { "lr_scale_method": "sqrt", "n_projection_layers": 1, "n_teacher_blocks": 2, "projection_hidden_dim": 2048, "reference_batch_size": 1536, "teacher": "dinov3/vitb16", "teacher_url": "https://dinov3.llamameta.net/dinov3_vitb16/dinov3_vitb16_pretrain_lvd1689m-73cec8be.pth?Policy=eyJTdGF0ZW1lbnQiOlt7InVuaXF1ZV9oYXNoIjoidHIwZnd1bWJpNXQ3MDN4cHR6ZnQwYWJvIiwiUmVzb3VyY2UiOiJodHRwczpcL1wvZGlub3YzLmxsYW1hbWV0YS5uZXRcLyoiLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE3NTU0NDQyOTJ9fX1dfQ__&Signature=My7izi9fGryWxHUZt0Ndjf%7EXL5DZqsEw7zj0srntCpnl-ef5RIXlC3GsiUhpPsk%7Ex1926VqFIZq1DopLq-qZLm8R%7E%7EMz50FnqqgmpTilHZ37qXXzfs5zKpoKtlREY4Zr7MY9mitysZM52qW-Ql59QnsPiw596ibmw9fuDo5%7EsVmD1mTJUaiY%7Eh2mwjTZIHDaBwCdyJMLcfjnd45ERNIJ3AmyNXxkZYSFjLBh%7E%7Erwo0fJStpUbbHlcgPp2y1qpKhkOb3GTPoqpPx9JGXAoRORBrnSfcG0O7vcP0I3b4gjqTNpmmtmUxkWytxM0uqw3wuanUucTg2a4oFx7XnkHrjyjQ__&Key-Pair-Id=K15QRJLYKIFSLZ&Download-Request-ID=1269751050845944", "teacher_weights": null }, "model": "VisionTransformer", "model_args": null, "num_nodes": 1, "num_workers": 16, "optim": "lars", "optim_args": { "dampening": 0.0, "eps": 1e-08, "lr": 9.0, "momentum": 0.9, "nesterov": false, "trust_coefficient": 0.001, "weight_decay": 1e-06 }, "out": "outputs/ssl_distil/vit16s", "overwrite": true, "precision": "32-true", "resume": null, "resume_interrupted": true, "seed": 0, "strategy": "SingleDeviceStrategy", "trainer_args": null, "transform_args": { "channel_drop": null, "color_jitter": { "brightness": 0.8, "contrast": 0.8, "hue": 0.2, "prob": 0.8, "saturation": 0.4, "strength": 0.5 }, "gaussian_blur": { "blur_limit": 0, "prob": 1.0, "sigmas": [ 0.0, 0.1 ] }, "image_size": [ 224, 224 ], "normalize": { "mean": [ 0.485, 0.456, 0.406 ], "std": [ 0.229, 0.224, 0.225 ] }, "random_flip": { "horizontal_prob": 0.5, "vertical_prob": 0.0 }, "random_gray_scale": 0.2, "random_resize": { "max_scale": 1.0, "min_scale": 0.14 }, "random_rotation": null, "solarize": null } } [2025-08-16 09:20:00,781][WARNING] /usr/local/lib/python3.12/dist-packages/pytorch_lightning/trainer/connectors/checkpoint_connector.py:190: .fit(ckpt_path="last") is set, but there is no last checkpoint available. No checkpoint will be loaded. HINT: Set `ModelCheckpoint(..., save_last=True)`. [2025-08-16 09:20:00,783][INFO] LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0] [2025-08-16 09:20:00,990][INFO] Loading `train_dataloader` to estimate number of stepping batches. [2025-08-16 09:31:04,493][INFO] Args: { "accelerator": "auto", "batch_size": 32, "callbacks": null, "checkpoint": null, "data": "data/kyucapsule", "devices": "auto", "embed_dim": null, "epochs": 300, "float32_matmul_precision": "auto", "loader_args": null, "loggers": { "wandb": { "project": "ent-endoscopy-ssl" } }, "method": "distillation", "method_args": { "teacher": "dinov3/vitb16", "teacher_url": "https://dinov3.llamameta.net/dinov3_vitb16/dinov3_vitb16_pretrain_lvd1689m-73cec8be.pth?Policy=eyJTdGF0ZW1lbnQiOlt7InVuaXF1ZV9oYXNoIjoidHIwZnd1bWJpNXQ3MDN4cHR6ZnQwYWJvIiwiUmVzb3VyY2UiOiJodHRwczpcL1wvZGlub3YzLmxsYW1hbWV0YS5uZXRcLyoiLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE3NTU0NDQyOTJ9fX1dfQ__&Signature=My7izi9fGryWxHUZt0Ndjf%7EXL5DZqsEw7zj0srntCpnl-ef5RIXlC3GsiUhpPsk%7Ex1926VqFIZq1DopLq-qZLm8R%7E%7EMz50FnqqgmpTilHZ37qXXzfs5zKpoKtlREY4Zr7MY9mitysZM52qW-Ql59QnsPiw596ibmw9fuDo5%7EsVmD1mTJUaiY%7Eh2mwjTZIHDaBwCdyJMLcfjnd45ERNIJ3AmyNXxkZYSFjLBh%7E%7Erwo0fJStpUbbHlcgPp2y1qpKhkOb3GTPoqpPx9JGXAoRORBrnSfcG0O7vcP0I3b4gjqTNpmmtmUxkWytxM0uqw3wuanUucTg2a4oFx7XnkHrjyjQ__&Key-Pair-Id=K15QRJLYKIFSLZ&Download-Request-ID=1269751050845944" }, "model": "VisionTransformer", "model_args": null, "num_nodes": 1, "num_workers": 16, "optim": "auto", "optim_args": null, "out": "outputs/ssl_distil/vit16s", "overwrite": true, "precision": "32-true", "resume": null, "resume_interrupted": true, "seed": 0, "strategy": "auto", "trainer_args": null, "transform_args": { "image_size": [ 224, 224 ] } } [2025-08-16 09:31:04,493][INFO] Using output directory '/workspace/ent-labotary/outputs/ssl_distil/vit16s'. [2025-08-16 09:31:04,687][DEBUG] '/usr/local/lib/python3.12/dist-packages/lightly_train' is not a git repository. [2025-08-16 09:31:04,701][DEBUG] Platform: Linux-5.15.0-141-generic-x86_64-with-glibc2.39 [2025-08-16 09:31:04,701][DEBUG] Python: 3.12.3 [2025-08-16 09:31:04,701][DEBUG] LightlyTrain: 0.11.0 [2025-08-16 09:31:04,701][DEBUG] LightlyTrain Git Information: [2025-08-16 09:31:04,701][DEBUG] LightlyTrain is not installed from a git repository. [2025-08-16 09:31:04,701][DEBUG] Run directory Git Information: [2025-08-16 09:31:04,701][DEBUG] Branch: feat/distil [2025-08-16 09:31:04,701][DEBUG] Commit: e8ad686331af47036fc95dc5933f9bd7d80c04f5 [2025-08-16 09:31:04,701][DEBUG] Uncommitted changes: None [2025-08-16 09:31:04,701][DEBUG] Dependencies: [2025-08-16 09:31:04,701][DEBUG] - torch 2.9.0.dev20250815+cu128 [2025-08-16 09:31:04,701][DEBUG] - torchvision 0.24.0.dev20250815+cu128 [2025-08-16 09:31:04,702][DEBUG] - pytorch-lightning 2.5.3 [2025-08-16 09:31:04,702][DEBUG] - Pillow 11.3.0 [2025-08-16 09:31:04,702][DEBUG] - pillow-simd x [2025-08-16 09:31:04,702][DEBUG] Optional dependencies: [2025-08-16 09:31:04,702][DEBUG] - super-gradients x [2025-08-16 09:31:04,702][DEBUG] - timm 1.0.19 [2025-08-16 09:31:04,702][DEBUG] - ultralytics x [2025-08-16 09:31:04,702][DEBUG] - wandb 0.21.1 [2025-08-16 09:31:04,702][DEBUG] CPUs: 96 [2025-08-16 09:31:04,702][DEBUG] GPUs: 1 [2025-08-16 09:31:04,702][DEBUG] - NVIDIA GeForce RTX 5090 12.0 (33680326656) [2025-08-16 09:31:04,702][DEBUG] Environment variables: [2025-08-16 09:31:04,703][DEBUG] Getting transform args for method 'distillation'. [2025-08-16 09:31:04,703][DEBUG] Using additional transform arguments {'image_size': (224, 224)}. [2025-08-16 09:31:04,704][DEBUG] Getting transform for method 'distillation'. [2025-08-16 09:31:04,709][WARNING] /usr/local/lib/python3.12/dist-packages/torch/__init__.py:1539: UserWarning: Please use the new API settings to control TF32 behavior, such as torch.backends.cudnn.conv.fp32_precision = 'tf32' or torch.backends.cuda.matmul.fp32_precision = 'ieee'. Old settings, e.g, torch.backends.cuda.matmul.allow_tf32 = True, torch.backends.cudnn.allow_tf32 = True, allowTF32CuDNN() and allowTF32CuBLAS() will be deprecated after Pytorch 2.9. Please see https://pytorch.org/docs/main/notes/cuda.html#tensorfloat-32-tf32-on-ampere-and-later-devices (Triggered internally at /pytorch/aten/src/ATen/Context.cpp:80.) return _C._get_float32_matmul_precision() [2025-08-16 09:31:04,709][DEBUG] Creating temporary file '/root/.cache/lightly-train/data/verify-out/079928ed6f1401a589dfa80e99233e1848a2c7cabe39f88f024bd411f1a98435' to verify out path. [2025-08-16 09:31:04,710][DEBUG] Writing filenames to '/root/.cache/lightly-train/data/546c9687057a184d637fe18f75fa966b6562fcfc4ff5a6e442d46f9803a5b255.temp' (chunk_size=10000) [2025-08-16 09:31:05,654][DEBUG] Creating memory mapped sequence with 18481 'filenames'. [2025-08-16 09:31:05,654][DEBUG] Found dataset size 18481. [2025-08-16 09:31:05,654][DEBUG] Using provided epochs 300. [2025-08-16 09:31:05,654][WARNING] Could not find pooling layer on the model, defaulting to AdaptiveAvgPool2d [2025-08-16 09:31:05,655][DEBUG] Getting embedding model with embedding dimension None. [2025-08-16 09:31:05,655][DEBUG] Using jsonl logger with args flush_logs_every_n_steps=100 [2025-08-16 09:31:05,656][DEBUG] Using tensorboard logger with args name='' version='' log_graph=False default_hp_metric=True prefix='' sub_dir=None [2025-08-16 09:31:05,657][DEBUG] Using wandb logger with args name=None version=None offline=False anonymous=None project='ent-endoscopy-ssl' log_model=False prefix='' checkpoint_name=None [2025-08-16 09:31:05,658][DEBUG] Using loggers ['JSONLLogger', 'TensorBoardLogger', 'WandbLogger']. [2025-08-16 09:31:05,658][DEBUG] Getting accelerator for 'auto'. [2025-08-16 09:31:05,658][DEBUG] CUDA is available, defaulting to CUDA. [2025-08-16 09:31:05,659][DEBUG] Detected 1 devices. [2025-08-16 09:31:05,659][DEBUG] Using strategy 'auto'. [2025-08-16 09:31:05,659][DEBUG] Getting trainer. [2025-08-16 09:31:05,659][DEBUG] Using sync_batchnorm 'True'. [2025-08-16 09:31:05,677][INFO] GPU available: True (cuda), used: True [2025-08-16 09:31:05,678][INFO] TPU available: False, using: 0 TPU cores [2025-08-16 09:31:05,678][INFO] HPU available: False, using: 0 HPUs [2025-08-16 09:31:05,678][DEBUG] Detected 1 nodes and 1 devices per node. [2025-08-16 09:31:05,678][DEBUG] Total number of devices: 1. [2025-08-16 09:31:05,678][DEBUG] Detected dataset size 18481. [2025-08-16 09:31:05,678][DEBUG] Using batch size per device 32. [2025-08-16 09:31:05,678][DEBUG] Using optimizer 'OptimizerType.LARS'. [2025-08-16 09:31:05,678][DEBUG] Getting method args for 'DistillationV2' [2025-08-16 09:31:05,678][DEBUG] Getting method for 'DistillationV2' [2025-08-16 09:31:06,470][INFO] Resolved configuration: { "accelerator": "CUDAAccelerator", "batch_size": 32, "callbacks": { "device_stats_monitor": null, "early_stopping": { "check_finite": true, "monitor": "train_loss", "patience": 1000000000000 }, "learning_rate_monitor": {}, "model_checkpoint": { "enable_version_counter": false, "every_n_epochs": null, "filename": null, "save_last": true, "save_top_k": 1 }, "model_export": { "every_n_epochs": 1 } }, "checkpoint": null, "data": "data/kyucapsule", "devices": 1, "embed_dim": null, "epochs": 300, "float32_matmul_precision": "highest", "loader_args": null, "loggers": { "jsonl": { "flush_logs_every_n_steps": 100 }, "mlflow": null, "tensorboard": { "default_hp_metric": true, "log_graph": false, "name": "", "prefix": "", "sub_dir": null, "version": "" }, "wandb": { "anonymous": null, "checkpoint_name": null, "log_model": false, "name": null, "offline": false, "prefix": "", "project": "ent-endoscopy-ssl", "version": null } }, "method": "distillation", "method_args": { "lr_scale_method": "sqrt", "n_projection_layers": 1, "n_teacher_blocks": 2, "projection_hidden_dim": 2048, "reference_batch_size": 1536, "teacher": "dinov3/vitb16", "teacher_url": "https://dinov3.llamameta.net/dinov3_vitb16/dinov3_vitb16_pretrain_lvd1689m-73cec8be.pth?Policy=eyJTdGF0ZW1lbnQiOlt7InVuaXF1ZV9oYXNoIjoidHIwZnd1bWJpNXQ3MDN4cHR6ZnQwYWJvIiwiUmVzb3VyY2UiOiJodHRwczpcL1wvZGlub3YzLmxsYW1hbWV0YS5uZXRcLyoiLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE3NTU0NDQyOTJ9fX1dfQ__&Signature=My7izi9fGryWxHUZt0Ndjf%7EXL5DZqsEw7zj0srntCpnl-ef5RIXlC3GsiUhpPsk%7Ex1926VqFIZq1DopLq-qZLm8R%7E%7EMz50FnqqgmpTilHZ37qXXzfs5zKpoKtlREY4Zr7MY9mitysZM52qW-Ql59QnsPiw596ibmw9fuDo5%7EsVmD1mTJUaiY%7Eh2mwjTZIHDaBwCdyJMLcfjnd45ERNIJ3AmyNXxkZYSFjLBh%7E%7Erwo0fJStpUbbHlcgPp2y1qpKhkOb3GTPoqpPx9JGXAoRORBrnSfcG0O7vcP0I3b4gjqTNpmmtmUxkWytxM0uqw3wuanUucTg2a4oFx7XnkHrjyjQ__&Key-Pair-Id=K15QRJLYKIFSLZ&Download-Request-ID=1269751050845944", "teacher_weights": null }, "model": "VisionTransformer", "model_args": null, "num_nodes": 1, "num_workers": 16, "optim": "lars", "optim_args": { "dampening": 0.0, "eps": 1e-08, "lr": 9.0, "momentum": 0.9, "nesterov": false, "trust_coefficient": 0.001, "weight_decay": 1e-06 }, "out": "outputs/ssl_distil/vit16s", "overwrite": true, "precision": "32-true", "resume": null, "resume_interrupted": true, "seed": 0, "strategy": "SingleDeviceStrategy", "trainer_args": null, "transform_args": { "channel_drop": null, "color_jitter": { "brightness": 0.8, "contrast": 0.8, "hue": 0.2, "prob": 0.8, "saturation": 0.4, "strength": 0.5 }, "gaussian_blur": { "blur_limit": 0, "prob": 1.0, "sigmas": [ 0.0, 0.1 ] }, "image_size": [ 224, 224 ], "normalize": { "mean": [ 0.485, 0.456, 0.406 ], "std": [ 0.229, 0.224, 0.225 ] }, "random_flip": { "horizontal_prob": 0.5, "vertical_prob": 0.0 }, "random_gray_scale": 0.2, "random_resize": { "max_scale": 1.0, "min_scale": 0.14 }, "random_rotation": null, "solarize": null } } [2025-08-16 09:31:09,510][WARNING] /usr/local/lib/python3.12/dist-packages/pytorch_lightning/trainer/connectors/checkpoint_connector.py:190: .fit(ckpt_path="last") is set, but there is no last checkpoint available. No checkpoint will be loaded. HINT: Set `ModelCheckpoint(..., save_last=True)`. [2025-08-16 09:31:09,645][INFO] LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0] [2025-08-16 09:31:09,748][INFO] Loading `train_dataloader` to estimate number of stepping batches. [2025-08-16 09:31:10,135][INFO] | Name | Type | Params | Mode -------------------------------------------------------------------------- 0 | teacher_embedding_model | DinoVisionTransformer | 85.7 M | eval 1 | student_embedding_model | EmbeddingModel | 30.1 M | train 2 | student_projection_head | DistillationV2Head | 591 K | train 3 | criterion | DistillationV2Loss | 0 | train -------------------------------------------------------------------------- 116 M Trainable params 0 Non-trainable params 116 M Total params 465.345 Total estimated model params size (MB) 284 Modules in train mode 188 Modules in eval mode [2025-08-16 09:32:01,448][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:32:53,432][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:33:45,039][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:34:37,016][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:35:28,936][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:36:20,837][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:37:12,755][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:38:04,785][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:38:57,166][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:39:49,175][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:40:41,224][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:41:33,324][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:42:25,546][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:43:17,592][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:44:09,792][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:45:02,576][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:45:54,617][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:46:46,771][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:47:39,002][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:48:31,134][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:49:23,353][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:50:15,593][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:51:08,243][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:52:00,354][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:52:52,644][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:53:44,856][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:54:37,040][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:55:29,198][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:56:21,452][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:57:13,762][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:58:06,476][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:58:58,687][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 09:59:50,855][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:00:42,984][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:01:35,180][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:02:27,398][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:03:20,047][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:04:12,287][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:05:04,457][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:05:56,538][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:06:48,866][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:07:41,150][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:08:33,472][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:09:25,717][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:10:18,556][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:11:10,723][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:12:03,021][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:12:55,285][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:13:47,605][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:14:39,870][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:15:32,152][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:16:24,897][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:17:17,115][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:18:09,336][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:19:01,472][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:19:53,726][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:20:45,999][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:21:38,242][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:22:30,969][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:23:23,241][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:24:15,357][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:25:07,649][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:25:59,870][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:26:52,092][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:27:44,387][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:28:37,041][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:29:29,194][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:30:21,406][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:31:13,703][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:32:05,837][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:32:58,048][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:33:50,365][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:34:43,055][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:35:35,164][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:36:27,333][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:37:19,717][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:38:12,042][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:39:04,448][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:39:56,707][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:40:49,448][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:41:41,771][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:42:34,054][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:43:26,360][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:44:18,716][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:45:10,983][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:46:03,302][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:46:55,596][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:47:48,232][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:48:40,200][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:49:32,475][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:50:24,635][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:51:16,789][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:52:09,031][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:53:01,226][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:53:53,862][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:54:46,090][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:55:38,302][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:56:30,590][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:57:22,865][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:58:15,073][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:59:07,789][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 10:59:59,891][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:00:52,169][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:01:44,445][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:02:36,715][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:03:29,006][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:04:21,215][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:05:14,058][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:06:06,363][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:06:58,606][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:07:50,849][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:08:43,122][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:09:35,447][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:10:27,661][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:11:19,938][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:12:12,782][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:13:05,150][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:13:57,279][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:14:49,552][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:15:41,932][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:16:34,210][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:17:26,463][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:18:19,529][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:19:12,104][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:20:04,721][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:20:57,378][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:21:50,037][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:22:42,647][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:23:35,209][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:24:28,437][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:25:21,146][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:26:13,760][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:27:06,456][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:27:59,015][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:28:51,513][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:29:44,105][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:30:37,093][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:31:29,786][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:32:22,392][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:33:15,043][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:34:07,744][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:35:00,372][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:35:53,080][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:36:46,136][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:37:38,755][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:38:31,381][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:39:24,126][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:40:16,708][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:41:09,349][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:42:01,997][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:42:55,164][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:43:47,771][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:44:40,492][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:45:33,194][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:46:25,840][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:47:18,344][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:48:10,891][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:49:03,997][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:49:56,572][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:50:49,247][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:51:41,890][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:52:34,468][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:53:27,055][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:54:19,762][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:55:13,214][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:56:05,963][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:56:58,553][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:57:51,305][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:58:43,960][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 11:59:36,555][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:00:29,196][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:01:22,354][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:02:14,972][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:03:07,728][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:04:00,346][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:04:52,961][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:05:45,543][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:06:38,246][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:07:31,430][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:08:24,057][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:09:16,770][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:10:09,418][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:11:02,163][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:11:54,735][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:12:47,444][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:13:40,604][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:14:33,231][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:15:25,894][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:16:18,581][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:17:11,136][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:18:03,797][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:18:56,456][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:19:49,507][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:20:42,194][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:21:34,887][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:22:27,449][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:23:20,030][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:24:12,568][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:25:05,263][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:25:58,514][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:26:51,002][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:27:43,670][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:28:36,196][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:29:28,747][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:30:21,366][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:31:13,982][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:32:07,144][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:32:59,749][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:33:52,470][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:34:45,130][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:35:37,738][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:36:30,396][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:37:22,998][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:38:15,573][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:39:08,723][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:40:01,337][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:40:54,011][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:41:46,689][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:42:39,357][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:43:31,974][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:44:24,639][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:45:17,802][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:46:10,488][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:47:03,122][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:47:55,662][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:48:48,346][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:49:41,009][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:50:33,767][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:51:26,923][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:52:19,533][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:53:12,225][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:54:04,811][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:54:57,519][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:55:50,202][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:56:42,793][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:57:35,884][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:58:28,569][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 12:59:21,360][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:00:14,002][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:01:06,571][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:01:59,340][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:02:51,928][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:03:45,078][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:04:37,650][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:05:30,122][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:06:22,746][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:07:15,385][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:08:08,023][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:09:00,796][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:09:54,009][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:10:46,644][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:11:39,315][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:12:32,022][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:13:24,564][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:14:17,232][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:15:09,886][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:16:02,985][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:16:55,597][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:17:48,269][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:18:40,955][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:19:33,561][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:20:26,266][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:21:18,877][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:22:11,908][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:23:04,551][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:23:57,081][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:24:49,745][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:25:42,291][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:26:34,971][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:27:27,611][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:28:20,704][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:29:13,285][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:30:05,971][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:30:58,633][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:31:51,351][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:32:43,793][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:33:36,409][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:34:28,963][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:35:22,088][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:36:14,803][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:37:07,439][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:38:00,094][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:38:52,776][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:39:45,504][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:40:38,089][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:41:31,307][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:42:23,943][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:43:16,610][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:44:09,331][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:45:01,924][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:45:54,579][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:46:47,182][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:47:40,279][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:48:32,887][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:49:25,635][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:50:18,351][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:51:11,164][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:52:03,878][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:52:56,678][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:53:50,004][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:53:51,254][INFO] `Trainer.fit` stopped: `max_epochs=300` reached. [2025-08-16 13:53:51,788][INFO] Training completed. [2025-08-16 13:53:51,788][DEBUG] Exporting model to '/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt' in format 'ModelFormat.PACKAGE_DEFAULT'. [2025-08-16 13:53:52,015][INFO] Example: How to use the exported model ---------------------------------------------------------------------------------------- import timm # Load the pretrained model model = timm.create_model( model_name='vit_small_patch16_224', checkpoint_path='/workspace/ent-labotary/outputs/ssl_distil/vit16s/exported_models/exported_last.pt', ) # Finetune or evaluate the model ... ---------------------------------------------------------------------------------------- [2025-08-16 13:53:52,016][INFO] Model exported.