{ "backbone_name": "vitb16", "model_config": { "rw_stride": 2, "enable_reads": true, "n_backbone_registers": 5, "n_canvas_registers": 16, "canvas_num_heads": 8, "canvas_head_dim": 128, "enable_vpe": true, "canvas_update_mode": "additive", "canvas_proj_mode": "asymmetric", "gate_bias_init": null, "teacher_dim": 768 }, "canvas_patch_grid_sizes": [ 32 ], "metadata": { "model_config": { "rw_stride": 2, "enable_reads": true, "n_backbone_registers": 5, "n_canvas_registers": 16, "canvas_num_heads": 8, "canvas_head_dim": 128, "enable_vpe": true, "canvas_update_mode": "additive", "canvas_proj_mode": "asymmetric", "gate_bias_init": null, "teacher_dim": 768 }, "backbone_name": "vitb16", "canvas_patch_grid_sizes": [ 32 ], "teacher_dim": 768, "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "dataset": "in21k", "glimpse_grid_size": 8, "scene_resolution": 512, "step": 214656, "train_loss": 1.072998285293579, "training_config_history": { "2026-03-05T06:21:06.582054+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T06:46:02.125509+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T07:13:41.681374+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T07:38:33.498666+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T08:09:34.831561+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T09:02:56.407445+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T09:46:53.028482+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T10:17:51.210695+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T10:42:32.424438+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T11:07:15.913502+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T11:34:57.905151+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T11:59:41.446124+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T12:27:26.861458+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T12:55:14.516824+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T13:22:43.580492+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T13:47:25.617780+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T14:12:10.757634+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T14:36:50.595988+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T15:01:40.376976+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T15:42:11.411949+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T16:07:10.098561+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T16:32:11.939188+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T17:34:22.982198+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T18:02:20.823419+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T18:27:31.746179+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T18:52:41.283407+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T19:21:05.889468+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T19:49:44.028690+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T20:50:34.474355+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T21:22:23.109580+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T21:47:55.070657+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T22:16:58.243214+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-05T22:45:58.745470+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T01:32:50.981218+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T02:11:28.135516+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T02:36:25.985896+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T03:01:52.228572+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T03:28:17.651770+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T03:52:57.999497+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T04:27:52.555636+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T04:56:22.205508+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T05:25:49.517535+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" }, "2026-03-06T05:53:28.497136+00:00": { "teacher_repo_id": "facebook/dinov3-vitb16-pretrain-lvd1689m", "teacher_name": "dinov3_vitb16", "backbone_name": "vitb16", "model.rw_stride": 2, "model.enable_reads": true, "model.n_backbone_registers": 5, "model.n_canvas_registers": 16, "model.canvas_num_heads": 8, "model.canvas_head_dim": 128, "model.read_scale_anchor": null, "model.enable_vpe": true, "model.canvas_update_mode": "additive", "model.canvas_proj_mode": "asymmetric", "model.gate_bias_init": null, "model.teacher_dim": 768, "glimpse_grid_size": 8, "canvas_patch_grid_size": 32, "batch_size": 64, "warmup_steps": 20000, "start_lr": 1e-07, "peak_lr": 0.0004, "weight_decay": 0.0001, "min_viewpoint_scale": 0.05, "n_full_start_branches": 1, "n_random_start_branches": 1, "chunk_size": 1, "continue_prob": 0.75, "enable_scene_patches_loss": true, "enable_scene_cls_loss": true, "ema_alpha": 0.1, "grad_clip": 1.0, "steps_per_job": 4992, "train_dir": "/datasets/ILSVRC/Data/CLS-LOC/train", "val_dir": "/datashare/imagenet/ILSVRC2012/val", "train_index_dir": "/scratch/yberreby/dataset_indexes", "val_index_dir": null, "feature_base_dir": "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "feature_image_root": "/datashare/imagenet/winter21_whole", "run_name": "abl-no-bptt-200k", "ckpt_dir": "/home/yberreby/projects/def-skrishna/checkpoints", "seed_ckpt": null, "reset_normalizer": false, "num_workers": 16, "scene_resolution": 512, "dataset": "in21k", "comet_project": "canvit-pretrain", "comet_workspace": "m2b3-ava", "log_every": 20, "val_every": 1000, "n_eval_viewpoints": 10, "viz_every_n_vals": 5, "curve_every_n_vals": 5, "log_spatial_stats": true, "compile": true, "combo_kernels": false, "amp": true, "non_blocking_transfer": true, "n_trials": 1, "device": "cuda" } }, "provenance_history": { "2026-03-05T06:21:06.582054+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g10.nibi.sharcnet", "slurm_job_id": "9796391", "slurm_array_task_id": "0", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T06:46:02.125509+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g24.nibi.sharcnet", "slurm_job_id": "9797054", "slurm_array_task_id": "1", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T07:13:41.681374+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g13.nibi.sharcnet", "slurm_job_id": "9797780", "slurm_array_task_id": "2", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T07:38:33.498666+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g13.nibi.sharcnet", "slurm_job_id": "9798321", "slurm_array_task_id": "3", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T08:09:34.831561+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g21.nibi.sharcnet", "slurm_job_id": "9798958", "slurm_array_task_id": "4", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T09:02:56.407445+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9801887", "slurm_array_task_id": "5", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T09:46:53.028482+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9802557", "slurm_array_task_id": "6", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T10:17:51.210695+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9803078", "slurm_array_task_id": "7", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T10:42:32.424438+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9803628", "slurm_array_task_id": "8", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T11:07:15.913502+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9804106", "slurm_array_task_id": "9", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T11:34:57.905151+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9804569", "slurm_array_task_id": "10", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T11:59:41.446124+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9804992", "slurm_array_task_id": "11", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T12:27:26.861458+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9805457", "slurm_array_task_id": "12", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T12:55:14.516824+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9805905", "slurm_array_task_id": "13", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T13:22:43.580492+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g6.nibi.sharcnet", "slurm_job_id": "9806577", "slurm_array_task_id": "14", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T13:47:25.617780+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g28.nibi.sharcnet", "slurm_job_id": "9807568", "slurm_array_task_id": "15", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T14:12:10.757634+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g18.nibi.sharcnet", "slurm_job_id": "9808614", "slurm_array_task_id": "16", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T14:36:50.595988+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g28.nibi.sharcnet", "slurm_job_id": "9809705", "slurm_array_task_id": "17", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T15:01:40.376976+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g28.nibi.sharcnet", "slurm_job_id": "9810642", "slurm_array_task_id": "18", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T15:42:11.411949+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g19.nibi.sharcnet", "slurm_job_id": "9812457", "slurm_array_task_id": "19", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T16:07:10.098561+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g19.nibi.sharcnet", "slurm_job_id": "9813724", "slurm_array_task_id": "20", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T16:32:11.939188+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g15.nibi.sharcnet", "slurm_job_id": "9814942", "slurm_array_task_id": "21", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T17:34:22.982198+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g13.nibi.sharcnet", "slurm_job_id": "9819957", "slurm_array_task_id": "22", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T18:02:20.823419+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g10.nibi.sharcnet", "slurm_job_id": "9822082", "slurm_array_task_id": "23", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T18:27:31.746179+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g28.nibi.sharcnet", "slurm_job_id": "9825724", "slurm_array_task_id": "24", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T18:52:41.283407+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g13.nibi.sharcnet", "slurm_job_id": "9826444", "slurm_array_task_id": "25", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T19:21:05.889468+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g13.nibi.sharcnet", "slurm_job_id": "9829715", "slurm_array_task_id": "26", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T19:49:44.028690+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g13.nibi.sharcnet", "slurm_job_id": "9830906", "slurm_array_task_id": "27", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T20:50:34.474355+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g14.nibi.sharcnet", "slurm_job_id": "9836271", "slurm_array_task_id": "28", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T21:22:23.109580+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g25.nibi.sharcnet", "slurm_job_id": "9838875", "slurm_array_task_id": "29", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T21:47:55.070657+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g18.nibi.sharcnet", "slurm_job_id": "9840901", "slurm_array_task_id": "30", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T22:16:58.243214+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g16.nibi.sharcnet", "slurm_job_id": "9843858", "slurm_array_task_id": "31", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-05T22:45:58.745470+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g28.nibi.sharcnet", "slurm_job_id": "9844894", "slurm_array_task_id": "32", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T01:32:50.981218+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g28.nibi.sharcnet", "slurm_job_id": "9859224", "slurm_array_task_id": "33", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T02:11:28.135516+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g28.nibi.sharcnet", "slurm_job_id": "9862381", "slurm_array_task_id": "34", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T02:36:25.985896+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g10.nibi.sharcnet", "slurm_job_id": "9862854", "slurm_array_task_id": "35", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T03:01:52.228572+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g10.nibi.sharcnet", "slurm_job_id": "9863441", "slurm_array_task_id": "36", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T03:28:17.651770+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g10.nibi.sharcnet", "slurm_job_id": "9865037", "slurm_array_task_id": "37", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T03:52:57.999497+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g10.nibi.sharcnet", "slurm_job_id": "9868763", "slurm_array_task_id": "38", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T04:27:52.555636+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g13.nibi.sharcnet", "slurm_job_id": "9872463", "slurm_array_task_id": "39", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T04:56:22.205508+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g13.nibi.sharcnet", "slurm_job_id": "9875057", "slurm_array_task_id": "40", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T05:25:49.517535+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g14.nibi.sharcnet", "slurm_job_id": "9879090", "slurm_array_task_id": "41", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] }, "2026-03-06T05:53:28.497136+00:00": { "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "hostname": "g22.nibi.sharcnet", "slurm_job_id": "9793792", "slurm_array_task_id": "42", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] } }, "timestamp": "2026-03-06T06:16:01.259099+00:00", "git_commit": "d037e80956eaca42e029c1bb2ccb55940aabeb5e", "git_dirty": false, "comet_id": "c555bf2f76144c318b8129e7105cb22a", "hostname": "g22.nibi.sharcnet", "slurm_job_id": "9793792", "slurm_array_task_id": "42", "cmdline": [ "/scratch/yberreby/CanViT-train/canvit_pretrain/train/__main__.py", "--run-name", "train-9793792", "--feature-base-dir", "/home/yberreby/projects/def-skrishna/dinov3_dense_features/in21k", "--feature-image-root", "/datashare/imagenet/winter21_whole", "--val-dir", "/datashare/imagenet/ILSVRC2012/val", "--train-index-dir", "/scratch/yberreby/dataset_indexes", "--ckpt-dir", "/home/yberreby/projects/def-skrishna/checkpoints", "--warmup-steps", "20000", "--run-name", "abl-no-bptt-200k", "--chunk-size", "1", "--continue-prob", "0.75" ] } }