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- .gitattributes +46 -0
- train_dememwm_curric_base_recent_a2d4r2_route_ntok8_8h200_bs16_global128_200k/.wandb_run_id +1 -0
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config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 2e-05, 'batch_size': 16, 'max_epochs': -1, 'max_steps': 200000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 5000, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}, 'curriculum': {'enabled': True, 'stages': [{'name': 'no_updown', 'until_step': 60000, 'dataset': {'wo_updown': True}}, {'name': 'with_updown', 'until_step': 200000, 'dataset': {'wo_updown': False}}]}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'val_every_n_step': 5000, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': 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'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${dataset.resolution}', 'attn_resolutions': [16, 32, 64, 128], 'use_init_temporal_attn': True, 'use_linear_attn': True, 'time_emb_type': 'rotary'}}, 'n_frames': '${dataset.n_frames}', 'metadata': '${dataset.metadata}', 'memory_selection': '${dataset.memory_selection}', 'memory_noise': {'enabled': True, 'mode': 'random_cleaner_fraction', 'anchor_max_fraction': 0.25, 'dynamic_max_fraction': 0.5, 'revisit_max_fraction': 0.25}, 'noise_route': {'anchor': 'high', 'dynamic': 'low', 'revisit': 'all'}, 'trainability': {'freeze_vae': True, 'reference_attention': True, 'adaln_mlp': True, 'geometry_projections': True, 'train_full_dit': True, 'full_dit_start_step': 20000, 'lr': {'memory_modules': 8e-05, 'base_dit': 2e-05}}, 'n_tokens': 8, 'action_cond_dim': '${dataset.action_cond_dim}', 'pose_cond_dim': 5, 'use_plucker': True, 'relative_embedding': True, 'state_embed_only_on_qk': True, 'use_memory_attention': True, 'add_timestamp_embedding': True, 'ref_mode': 'sequential', 'focal_length': 0.35, 'log_video': True, 'save_local': True, 'require_pose_prediction': False, '_name': 'dememwm_base'}, 'debug': False, 'wandb': {'entity': 'turlin', 'project': 'worldmem', 'mode': 'offline'}, 'resume': None, 'load': None, 'auto_resume': True, 'resume_ckpt_path': None, 'name': 'train_dememwm_curric_base_recent_a2d4r2_route_ntok8_8h200_bs16_global128_200k', 'output_dir': '/proj/cvl/users/x_fahkh2/DeMemWM/results/train_dememwm_curric_base_recent_a2d4r2_route_ntok8_8h200_bs16_global128_200k/', 'customized_load': True, 'seperate_load': True, 'diffusion_model_path': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/oasis500m.safetensors', 'vae_path': 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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-5.14.0-687.12.1.el9_8.x86_64-x86_64-with-glibc2.34",
|
| 3 |
+
"python": "3.10.19",
|
| 4 |
+
"heartbeatAt": "2026-06-25T18:44:07.114376",
|
| 5 |
+
"startedAt": "2026-06-25T18:44:06.813253",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"+name=train_dememwm_curric_base_recent_a2d4r2_route_ntok8_8h200_bs16_global128_200k",
|
| 10 |
+
"+output_dir=/proj/cvl/users/x_fahkh2/DeMemWM/results/train_dememwm_curric_base_recent_a2d4r2_route_ntok8_8h200_bs16_global128_200k/",
|
| 11 |
+
"auto_resume=true",
|
| 12 |
+
"wandb.mode=offline",
|
| 13 |
+
"experiment.tasks=[training]",
|
| 14 |
+
"algorithm=dememwm_base",
|
| 15 |
+
"+customized_load=true",
|
| 16 |
+
"+seperate_load=true",
|
| 17 |
+
"+diffusion_model_path=/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/oasis500m.safetensors",
|
| 18 |
+
"+vae_path=/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/vit-l-20.safetensors",
|
| 19 |
+
"dataset=video_minecraft_dememwm_latent",
|
| 20 |
+
"dataset.save_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft",
|
| 21 |
+
"dataset.precomputed_feature_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft/vae_features",
|
| 22 |
+
"dataset.n_frames=8",
|
| 23 |
+
"dataset.n_frames_valid=700",
|
| 24 |
+
"dataset.context_length=100",
|
| 25 |
+
"dataset.single_eval_clip=true",
|
| 26 |
+
"dataset.memory_selection.enabled=true",
|
| 27 |
+
"dataset.memory_selection.max_anchor_frames=2",
|
| 28 |
+
"dataset.memory_selection.max_dynamic_frames=4",
|
| 29 |
+
"dataset.memory_selection.max_revisit_frames=2",
|
| 30 |
+
"dataset.memory_selection.pose_similarity_threshold=0.6",
|
| 31 |
+
"dataset.memory_selection.training_use_plucker=true",
|
| 32 |
+
"dataset.memory_selection.training_plucker_weight=1.0",
|
| 33 |
+
"dataset.memory_selection.fov_overlap_threshold=0.6",
|
| 34 |
+
"dataset.memory_selection.min_total_selected_coverage=0.1",
|
| 35 |
+
"dataset.memory_selection.local_context_exclusion_frames=8",
|
| 36 |
+
"dataset.memory_selection.anchor_diverse_selection=true",
|
| 37 |
+
"+dataset.memory_selection.pose_preselect_topk=64",
|
| 38 |
+
"+dataset.memory_selection.candidate_chunk_size=64",
|
| 39 |
+
"dataset.memory_selection.dynamic.selection_policy=recent",
|
| 40 |
+
"algorithm.n_tokens=8",
|
| 41 |
+
"algorithm.context_frames=600",
|
| 42 |
+
"algorithm.chunk_size=1",
|
| 43 |
+
"algorithm.warmup_steps=5000",
|
| 44 |
+
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train_dememwm_curric_base_recent_a2d4r2_route_ntok8_8h200_bs16_global128_200k/wandb/offline-run-20260625_204406-hjc75k6f/logs/debug-internal.log
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_setup.py:_flush():77] Configure stats pid to 4075368
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/DeMemWM/wandb/settings
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true', 'api_key': '***REDACTED***', 'mode': 'dryrun'}
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_setup.py:_flush():77] Applying setup settings: {'_disable_service': False}
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2026-06-25 20:44:06,838 WARNING MainThread:4075368 [wandb_setup.py:_flush():77] Could not find program at -m main
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/DeMemWM/results/train_dememwm_curric_base_recent_a2d4r2_route_ntok8_8h200_bs16_global128_200k/wandb/offline-run-20260625_204406-hjc75k6f/logs/debug.log
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/DeMemWM/results/train_dememwm_curric_base_recent_a2d4r2_route_ntok8_8h200_bs16_global128_200k/wandb/offline-run-20260625_204406-hjc75k6f/logs/debug-internal.log
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_init.py:init():608] calling init triggers
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2026-06-25 20:44:06,838 INFO MainThread:4075368 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
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