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- .gitattributes +26 -0
- bimamba_stage_b/checkpoints/epoch0_step15000.ckpt +3 -0
- bimamba_stage_b/checkpoints/epoch0_step22500.ckpt +3 -0
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- bimamba_stage_b/wandb/offline-run-20260305_025550-r8lvj77y/files/media/videos/validation_vis/video_0_406_6aa48ce9f15df653beea.mp4 +3 -0
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bimamba_stage_b/wandb/debug-internal.log
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2026-03-05 02:55:50,511 INFO MainThread:388316 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
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2026-03-05 02:55:50,511 INFO MainThread:388316 [wandb_setup.py:_flush():77] Configure stats pid to 388316
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2026-03-05 02:55:50,511 INFO MainThread:388316 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
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2026-03-05 02:55:50,511 INFO MainThread:388316 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true'}
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2026-03-05 02:55:50,511 WARNING MainThread:388316 [wandb_setup.py:_flush():77] Could not find program at -m main
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2026-03-05 02:55:50,511 INFO MainThread:388316 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
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2026-03-05 02:55:50,512 INFO MainThread:388316 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260305_025550-r8lvj77y/logs/debug.log
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2026-03-05 02:55:50,512 INFO MainThread:388316 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260305_025550-r8lvj77y/logs/debug-internal.log
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2026-03-05 02:55:50,512 INFO MainThread:388316 [wandb_init.py:init():608] calling init triggers
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2026-03-05 02:55:50,512 INFO MainThread:388316 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
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config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 2, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 12, 'max_epochs': -1, 'max_steps': 65000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${debug}', 'metadata': 'data/${dataset.name}/metadata.json', 'data_mean': 0.5, 'data_std': 0.5, 'save_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft', 'n_frames': 200, 'context_length': 1, 'resolution': 128, 'observation_shape': [3, '${dataset.resolution}', '${dataset.resolution}'], 'external_cond_dim': 0, 'validation_multiplier': 1, 'frame_skip': 1, 'action_cond_dim': 25, '_name': 'video_minecraft', 'n_frames_valid': 200, 'angle_range': 110, 'pos_range': 8, 'wo_updown': False, 'customized_validation': True, 'add_timestamp_embedding': True, 'use_explicit_memory_frames': False}, 'algorithm': {'debug': '${debug}', 'lr': '${experiment.training.lr}', 'x_shape': '${dataset.observation_shape}', 'frame_stack': 1, 'frame_skip': '${dataset.frame_skip}', 'data_mean': '${dataset.data_mean}', 'data_std': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 1, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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}', 'action_cond_dim': 25, 'use_plucker': True, 'memory_condition_length': 0, 'log_video': True, 'use_compressed_causal_memory': False, 'compressed_memory_dim': 256, 'compressed_memory_slots': 64, 'compressed_memory_topk': 4, 'use_mamba_memory_pipeline': True, 'training_stage': 'stage_b_diffusion_frozen_memory', 'stage_c_memory_aux_weight': 0.1, 'diff_window_size': 8, 'memory_gap_aux_weight': 0.1, 'memory_gap_aux_weight_init': 0.5, 'memory_gap_aux_weight_final': 0.1, 'memory_gap_aux_decay_fraction': 0.3, 'memory_gap_aux_decay_steps': 0, 'memory_gap_aux_exp_k': 5.0, 'use_precomputed_features': False, 'mamba_latent_channels': 16, 'mamba_model_dim': 256, 'mamba_depth': 4, 'mamba_cond_dim': 256, 'mamba_d_state': 16, 'mamba_d_conv': 4, 'mamba_expand': 2, 'allow_mamba_fallback': False, 'strict_causal_training': True, 'strict_causal_evaluation': True, 'use_oracle_pose_eval': False, 'enable_memory_noise_curriculum': False, 'curriculum_phase_boundaries': [0.2, 0.7], 'curriculum_noise_ranges': [[600, 1000], [200, 900], [0, 400]], 'curriculum_horizons': [8, 64, 256], '_name': 'df_video_mamba3stage', 'require_pose_prediction': False, 'use_memory_attention': False, 'relative_embedding': False, 'memory_retrieval_topk': 32, 'n_tokens': 8}, 'debug': False, 'wandb': {'entity': 'turlin', 'project': 'worldmem', 'mode': 'online'}, 'resume': None, 'load': None, 'name': 'train_stage_b_mamba', 'output_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/'}
|
| 14 |
+
2026-03-05 02:55:50,512 INFO MainThread:388316 [wandb_init.py:init():658] starting backend
|
| 15 |
+
2026-03-05 02:55:50,512 INFO MainThread:388316 [wandb_init.py:init():662] setting up manager
|
| 16 |
+
2026-03-05 02:55:50,528 INFO MainThread:388316 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2026-03-05 02:55:50,534 INFO MainThread:388316 [wandb_init.py:init():670] backend started and connected
|
| 18 |
+
2026-03-05 02:55:51,281 INFO MainThread:388316 [wandb_init.py:init():768] updated telemetry
|
| 19 |
+
2026-03-05 02:55:51,336 INFO MainThread:388316 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2026-03-05 02:55:51,341 INFO MainThread:388316 [wandb_init.py:init():852] starting run threads in backend
|
| 21 |
+
2026-03-05 02:55:58,463 INFO MainThread:388316 [wandb_run.py:_console_start():2465] atexit reg
|
| 22 |
+
2026-03-05 02:55:58,463 INFO MainThread:388316 [wandb_run.py:_redirect():2311] redirect: wrap_raw
|
| 23 |
+
2026-03-05 02:55:58,463 INFO MainThread:388316 [wandb_run.py:_redirect():2376] Wrapping output streams.
|
| 24 |
+
2026-03-05 02:55:58,463 INFO MainThread:388316 [wandb_run.py:_redirect():2401] Redirects installed.
|
| 25 |
+
2026-03-05 02:55:58,476 INFO MainThread:388316 [wandb_init.py:init():895] run started, returning control to user process
|
| 26 |
+
2026-03-06 01:25:39,240 WARNING MsgRouterThr:388316 [router.py:message_loop():77] message_loop has been closed
|
bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/files/conda-environment.yaml
ADDED
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@@ -0,0 +1,4 @@
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name: worldmem
|
| 2 |
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channels:
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- defaults
|
| 4 |
+
prefix: /home/x_fahkh/.conda/envs/worldmem
|
bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/files/wandb-metadata.json
ADDED
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|
| 1 |
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{
|
| 2 |
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"os": "Linux-5.14.0-611.30.1.el9_7.x86_64-x86_64-with-glibc2.34",
|
| 3 |
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"python": "3.10.19",
|
| 4 |
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"heartbeatAt": "2026-03-03T00:10:24.698402",
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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"args": [
|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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|
| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 1201 |
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| 1210 |
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| 1212 |
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| 1213 |
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| 1214 |
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| 1215 |
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| 1216 |
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| 1217 |
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| 1220 |
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| 1221 |
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|
bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/files/wandb-summary.json
ADDED
|
@@ -0,0 +1 @@
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| 1 |
+
{"_wandb": {"runtime": 896}}
|
bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,494 @@
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2026-03-03 01:24:00,204 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 358 |
+
2026-03-03 01:24:05,205 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 359 |
+
2026-03-03 01:24:05,206 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 360 |
+
2026-03-03 01:24:10,207 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 361 |
+
2026-03-03 01:24:10,208 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 362 |
+
2026-03-03 01:24:15,209 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 363 |
+
2026-03-03 01:24:15,209 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 364 |
+
2026-03-03 01:24:20,211 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 365 |
+
2026-03-03 01:24:20,211 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 366 |
+
2026-03-03 01:24:25,213 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 367 |
+
2026-03-03 01:24:25,213 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 368 |
+
2026-03-03 01:24:30,215 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 369 |
+
2026-03-03 01:24:30,215 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 370 |
+
2026-03-03 01:24:35,216 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 371 |
+
2026-03-03 01:24:35,217 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 372 |
+
2026-03-03 01:24:40,218 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 373 |
+
2026-03-03 01:24:40,219 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 374 |
+
2026-03-03 01:24:45,220 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 375 |
+
2026-03-03 01:24:45,220 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 376 |
+
2026-03-03 01:24:50,222 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 377 |
+
2026-03-03 01:24:50,222 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 378 |
+
2026-03-03 01:24:55,223 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 379 |
+
2026-03-03 01:24:55,224 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 380 |
+
2026-03-03 01:25:00,225 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 381 |
+
2026-03-03 01:25:00,226 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 382 |
+
2026-03-03 01:25:05,227 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 383 |
+
2026-03-03 01:25:05,228 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 384 |
+
2026-03-03 01:25:10,229 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 385 |
+
2026-03-03 01:25:10,229 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 386 |
+
2026-03-03 01:25:15,230 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 387 |
+
2026-03-03 01:25:15,231 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 388 |
+
2026-03-03 01:25:20,232 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 389 |
+
2026-03-03 01:25:20,232 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 390 |
+
2026-03-03 01:25:21,178 DEBUG SenderThread:3200987 [sender.py:send():391] send: exit
|
| 391 |
+
2026-03-03 01:25:21,178 INFO SenderThread:3200987 [sender.py:send_exit():598] handling exit code: 0
|
| 392 |
+
2026-03-03 01:25:21,178 INFO SenderThread:3200987 [sender.py:send_exit():600] handling runtime: 896
|
| 393 |
+
2026-03-03 01:25:21,186 INFO SenderThread:3200987 [sender.py:_save_file():1466] saving file wandb-summary.json with policy end
|
| 394 |
+
2026-03-03 01:25:21,186 INFO SenderThread:3200987 [sender.py:send_exit():606] send defer
|
| 395 |
+
2026-03-03 01:25:21,186 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 396 |
+
2026-03-03 01:25:21,186 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 0
|
| 397 |
+
2026-03-03 01:25:21,187 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 398 |
+
2026-03-03 01:25:21,187 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 0
|
| 399 |
+
2026-03-03 01:25:21,187 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 1
|
| 400 |
+
2026-03-03 01:25:21,187 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 401 |
+
2026-03-03 01:25:21,187 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 1
|
| 402 |
+
2026-03-03 01:25:21,187 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 403 |
+
2026-03-03 01:25:21,187 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 1
|
| 404 |
+
2026-03-03 01:25:21,187 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 2
|
| 405 |
+
2026-03-03 01:25:21,187 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 406 |
+
2026-03-03 01:25:21,187 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 2
|
| 407 |
+
2026-03-03 01:25:21,187 INFO HandlerThread:3200987 [system_monitor.py:finish():203] Stopping system monitor
|
| 408 |
+
2026-03-03 01:25:21,187 DEBUG SystemMonitor:3200987 [system_monitor.py:_start():179] Finished system metrics aggregation loop
|
| 409 |
+
2026-03-03 01:25:21,188 DEBUG SystemMonitor:3200987 [system_monitor.py:_start():183] Publishing last batch of metrics
|
| 410 |
+
2026-03-03 01:25:21,190 INFO HandlerThread:3200987 [interfaces.py:finish():200] Joined cpu monitor
|
| 411 |
+
2026-03-03 01:25:21,190 INFO HandlerThread:3200987 [interfaces.py:finish():200] Joined disk monitor
|
| 412 |
+
2026-03-03 01:25:22,161 INFO HandlerThread:3200987 [interfaces.py:finish():200] Joined gpu monitor
|
| 413 |
+
2026-03-03 01:25:22,162 INFO HandlerThread:3200987 [interfaces.py:finish():200] Joined memory monitor
|
| 414 |
+
2026-03-03 01:25:22,162 INFO HandlerThread:3200987 [interfaces.py:finish():200] Joined network monitor
|
| 415 |
+
2026-03-03 01:25:22,162 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 416 |
+
2026-03-03 01:25:22,162 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 2
|
| 417 |
+
2026-03-03 01:25:22,162 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 3
|
| 418 |
+
2026-03-03 01:25:22,163 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 419 |
+
2026-03-03 01:25:22,163 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 3
|
| 420 |
+
2026-03-03 01:25:22,164 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 421 |
+
2026-03-03 01:25:22,165 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 3
|
| 422 |
+
2026-03-03 01:25:22,165 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 4
|
| 423 |
+
2026-03-03 01:25:22,165 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 424 |
+
2026-03-03 01:25:22,165 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 4
|
| 425 |
+
2026-03-03 01:25:22,165 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 426 |
+
2026-03-03 01:25:22,165 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 4
|
| 427 |
+
2026-03-03 01:25:22,165 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 5
|
| 428 |
+
2026-03-03 01:25:22,166 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 429 |
+
2026-03-03 01:25:22,166 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 5
|
| 430 |
+
2026-03-03 01:25:22,166 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 431 |
+
2026-03-03 01:25:22,166 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 5
|
| 432 |
+
2026-03-03 01:25:22,166 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 6
|
| 433 |
+
2026-03-03 01:25:22,166 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 434 |
+
2026-03-03 01:25:22,166 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 6
|
| 435 |
+
2026-03-03 01:25:22,167 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 436 |
+
2026-03-03 01:25:22,167 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 6
|
| 437 |
+
2026-03-03 01:25:22,167 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 7
|
| 438 |
+
2026-03-03 01:25:22,167 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: status_report
|
| 439 |
+
2026-03-03 01:25:22,167 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 440 |
+
2026-03-03 01:25:22,167 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 7
|
| 441 |
+
2026-03-03 01:25:22,167 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: status_report
|
| 442 |
+
2026-03-03 01:25:22,168 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 443 |
+
2026-03-03 01:25:22,168 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 7
|
| 444 |
+
2026-03-03 01:25:22,168 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 8
|
| 445 |
+
2026-03-03 01:25:22,168 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 446 |
+
2026-03-03 01:25:22,168 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 8
|
| 447 |
+
2026-03-03 01:25:22,168 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 448 |
+
2026-03-03 01:25:22,168 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 8
|
| 449 |
+
2026-03-03 01:25:22,168 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 9
|
| 450 |
+
2026-03-03 01:25:22,169 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 451 |
+
2026-03-03 01:25:22,169 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 9
|
| 452 |
+
2026-03-03 01:25:22,169 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 453 |
+
2026-03-03 01:25:22,169 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 9
|
| 454 |
+
2026-03-03 01:25:22,169 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 10
|
| 455 |
+
2026-03-03 01:25:22,169 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 456 |
+
2026-03-03 01:25:22,169 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 10
|
| 457 |
+
2026-03-03 01:25:22,169 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 458 |
+
2026-03-03 01:25:22,169 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 10
|
| 459 |
+
2026-03-03 01:25:22,169 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 11
|
| 460 |
+
2026-03-03 01:25:22,169 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 461 |
+
2026-03-03 01:25:22,169 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 11
|
| 462 |
+
2026-03-03 01:25:22,170 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 463 |
+
2026-03-03 01:25:22,170 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 11
|
| 464 |
+
2026-03-03 01:25:22,170 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 12
|
| 465 |
+
2026-03-03 01:25:22,170 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 466 |
+
2026-03-03 01:25:22,170 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 12
|
| 467 |
+
2026-03-03 01:25:22,170 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 468 |
+
2026-03-03 01:25:22,170 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 12
|
| 469 |
+
2026-03-03 01:25:22,170 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 13
|
| 470 |
+
2026-03-03 01:25:22,170 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 471 |
+
2026-03-03 01:25:22,170 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 13
|
| 472 |
+
2026-03-03 01:25:22,170 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 473 |
+
2026-03-03 01:25:22,170 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 13
|
| 474 |
+
2026-03-03 01:25:22,170 INFO SenderThread:3200987 [sender.py:transition_state():626] send defer: 14
|
| 475 |
+
2026-03-03 01:25:22,170 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: defer
|
| 476 |
+
2026-03-03 01:25:22,171 INFO HandlerThread:3200987 [handler.py:handle_request_defer():184] handle defer: 14
|
| 477 |
+
2026-03-03 01:25:22,171 DEBUG SenderThread:3200987 [sender.py:send():391] send: final
|
| 478 |
+
2026-03-03 01:25:22,171 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: defer
|
| 479 |
+
2026-03-03 01:25:22,171 INFO SenderThread:3200987 [sender.py:send_request_defer():622] handle sender defer: 14
|
| 480 |
+
2026-03-03 01:25:22,171 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: poll_exit
|
| 481 |
+
2026-03-03 01:25:22,171 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: poll_exit
|
| 482 |
+
2026-03-03 01:25:22,172 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: server_info
|
| 483 |
+
2026-03-03 01:25:22,172 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: server_info
|
| 484 |
+
2026-03-03 01:25:22,172 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: poll_exit
|
| 485 |
+
2026-03-03 01:25:22,172 DEBUG SenderThread:3200987 [sender.py:send_request():418] send_request: poll_exit
|
| 486 |
+
2026-03-03 01:25:22,172 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: get_summary
|
| 487 |
+
2026-03-03 01:25:22,172 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: sampled_history
|
| 488 |
+
2026-03-03 01:25:22,173 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: internal_messages
|
| 489 |
+
2026-03-03 01:25:22,173 INFO MainThread:3200987 [wandb_run.py:_footer_history_summary_info():4088] rendering history
|
| 490 |
+
2026-03-03 01:25:22,173 INFO MainThread:3200987 [wandb_run.py:_footer_history_summary_info():4120] rendering summary
|
| 491 |
+
2026-03-03 01:25:22,173 DEBUG HandlerThread:3200987 [handler.py:handle_request():158] handle_request: shutdown
|
| 492 |
+
2026-03-03 01:25:22,173 INFO HandlerThread:3200987 [handler.py:finish():884] shutting down handler
|
| 493 |
+
2026-03-03 01:25:23,172 INFO WriterThread:3200987 [datastore.py:close():296] close: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/run-r8lvj77y.wandb
|
| 494 |
+
2026-03-03 01:25:23,172 INFO SenderThread:3200987 [sender.py:finish():1631] shutting down sender
|
bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/logs/debug.log
ADDED
|
@@ -0,0 +1,26 @@
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|
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|
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|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
|
| 2 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_setup.py:_flush():77] Configure stats pid to 3194679
|
| 3 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
|
| 4 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
|
| 5 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true'}
|
| 6 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_setup.py:_flush():77] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2026-03-03 01:10:24,417 WARNING MainThread:3194679 [wandb_setup.py:_flush():77] Could not find program at -m main
|
| 8 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
|
| 9 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/logs/debug.log
|
| 10 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/logs/debug-internal.log
|
| 11 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_init.py:init():608] calling init triggers
|
| 12 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0001, 'batch_size': 16, 'max_epochs': -1, 'max_steps': 15000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${debug}', 'metadata': 'data/${dataset.name}/metadata.json', 'data_mean': 0.5, 'data_std': 0.5, 'save_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft', 'n_frames': 200, 'context_length': 1, 'resolution': 128, 'observation_shape': [3, '${dataset.resolution}', '${dataset.resolution}'], 'external_cond_dim': 0, 'validation_multiplier': 1, 'frame_skip': 1, 'action_cond_dim': 25, '_name': 'video_minecraft', 'n_frames_valid': 200, 'angle_range': 110, 'pos_range': 2, 'wo_updown': False, 'customized_validation': True, 'add_timestamp_embedding': True, 'use_explicit_memory_frames': False}, 'algorithm': {'debug': '${debug}', 'lr': '${experiment.training.lr}', 'x_shape': '${dataset.observation_shape}', 'frame_stack': 1, 'frame_skip': '${dataset.frame_skip}', 'data_mean': '${dataset.data_mean}', 'data_std': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 1, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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}', 'action_cond_dim': 25, 'use_plucker': True, 'memory_condition_length': 0, 'log_video': True, 'use_compressed_causal_memory': False, 'compressed_memory_dim': 256, 'compressed_memory_slots': 64, 'compressed_memory_topk': 4, 'use_mamba_memory_pipeline': True, 'training_stage': 'stage_b_diffusion_frozen_memory', 'stage_c_memory_aux_weight': 0.1, 'diff_window_size': 8, 'memory_gap_aux_weight': 0.1, 'memory_gap_aux_weight_init': 0.5, 'memory_gap_aux_weight_final': 0.1, 'memory_gap_aux_decay_fraction': 0.3, 'memory_gap_aux_decay_steps': 0, 'memory_gap_aux_exp_k': 5.0, 'use_precomputed_features': False, 'mamba_latent_channels': 16, 'mamba_model_dim': 256, 'mamba_depth': 4, 'mamba_cond_dim': 256, 'mamba_d_state': 16, 'mamba_d_conv': 4, 'mamba_expand': 2, 'allow_mamba_fallback': False, 'strict_causal_training': True, 'strict_causal_evaluation': True, 'use_oracle_pose_eval': False, 'enable_memory_noise_curriculum': False, 'curriculum_phase_boundaries': [0.2, 0.7], 'curriculum_noise_ranges': [[600, 1000], [200, 900], [0, 400]], 'curriculum_horizons': [8, 64, 256], '_name': 'df_video_mamba3stage', 'require_pose_prediction': False, 'use_memory_attention': False, 'relative_embedding': False, 'memory_retrieval_topk': 32, 'n_tokens': 8}, 'debug': False, 'wandb': {'entity': 'turlin', 'project': 'worldmem', 'mode': 'online'}, 'resume': None, 'load': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_a_256/checkpoints/stage_1.ckpt', 'name': 'train_stage_b_mamba', 'customized_load': True, 'seperate_load': False, 'output_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/'}
|
| 14 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_init.py:init():658] starting backend
|
| 15 |
+
2026-03-03 01:10:24,417 INFO MainThread:3194679 [wandb_init.py:init():662] setting up manager
|
| 16 |
+
2026-03-03 01:10:24,436 INFO MainThread:3194679 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2026-03-03 01:10:24,445 INFO MainThread:3194679 [wandb_init.py:init():670] backend started and connected
|
| 18 |
+
2026-03-03 01:10:24,469 INFO MainThread:3194679 [wandb_init.py:init():768] updated telemetry
|
| 19 |
+
2026-03-03 01:10:24,536 INFO MainThread:3194679 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2026-03-03 01:10:24,541 INFO MainThread:3194679 [wandb_init.py:init():852] starting run threads in backend
|
| 21 |
+
2026-03-03 01:10:32,226 INFO MainThread:3194679 [wandb_run.py:_console_start():2465] atexit reg
|
| 22 |
+
2026-03-03 01:10:32,227 INFO MainThread:3194679 [wandb_run.py:_redirect():2311] redirect: wrap_raw
|
| 23 |
+
2026-03-03 01:10:32,227 INFO MainThread:3194679 [wandb_run.py:_redirect():2376] Wrapping output streams.
|
| 24 |
+
2026-03-03 01:10:32,227 INFO MainThread:3194679 [wandb_run.py:_redirect():2401] Redirects installed.
|
| 25 |
+
2026-03-03 01:10:32,240 INFO MainThread:3194679 [wandb_init.py:init():895] run started, returning control to user process
|
| 26 |
+
2026-03-03 01:25:23,179 WARNING MsgRouterThr:3194679 [router.py:message_loop():77] message_loop has been closed
|
bimamba_stage_b/wandb/offline-run-20260303_011024-r8lvj77y/run-r8lvj77y.wandb
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a50d1aa995c93068c6040dc74dc46112ac73dacf93862df3f2c9353b7ae810d7
|
| 3 |
+
size 303331
|
bimamba_stage_b/wandb/offline-run-20260303_011803-r8lvj77y/files/conda-environment.yaml
ADDED
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@@ -0,0 +1,4 @@
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name: worldmem
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| 2 |
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channels:
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- defaults
|
| 4 |
+
prefix: /home/x_fahkh/.conda/envs/worldmem
|
bimamba_stage_b/wandb/offline-run-20260303_011803-r8lvj77y/files/wandb-metadata.json
ADDED
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@@ -0,0 +1,1228 @@
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|
| 1 |
+
{
|
| 2 |
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"os": "Linux-5.14.0-611.30.1.el9_7.x86_64-x86_64-with-glibc2.34",
|
| 3 |
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"python": "3.10.19",
|
| 4 |
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"heartbeatAt": "2026-03-03T00:18:04.014738",
|
| 5 |
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|
| 6 |
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"docker": null,
|
| 7 |
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|
| 8 |
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"args": [
|
| 9 |
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"+name=train_stage_b_mamba",
|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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"experiment.num_nodes=2",
|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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],
|
| 42 |
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|
| 43 |
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| 44 |
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| 45 |
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"git": {
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| 46 |
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| 47 |
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"commit": "f0d488aceb5425378cec21c5d35bd92f64346f51"
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| 48 |
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| 49 |
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| 50 |
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|
| 51 |
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"host": "node103",
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| 52 |
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| 53 |
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| 54 |
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bimamba_stage_b/wandb/offline-run-20260303_011803-r8lvj77y/logs/debug-internal.log
ADDED
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@@ -0,0 +1,119 @@
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2026-03-03 01:18:03,747 INFO StreamThr :1071144 [internal.py:wandb_internal():85] W&B internal server running at pid: 1071144, started at: 2026-03-03 01:18:03.744955
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2026-03-03 01:18:03,748 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status
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2026-03-03 01:18:03,779 INFO WriterThread:1071144 [datastore.py:open_for_write():87] open: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260303_011803-r8lvj77y/run-r8lvj77y.wandb
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2026-03-03 01:18:03,901 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: run_start
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2026-03-03 01:18:03,953 DEBUG HandlerThread:1071144 [system_info.py:__init__():26] System info init
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2026-03-03 01:18:03,953 DEBUG HandlerThread:1071144 [system_info.py:__init__():41] System info init done
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{'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 3795.453, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}], 'disk': {'/': {'total': 30.58770751953125, 'used': 16.83237075805664}}, 'gpu': 'NVIDIA H200', 'gpu_count': 8, 'gpu_devices': [{'name': 'NVIDIA H200', 'memory_total': 150754820096}, {'name': 'NVIDIA H200', 'memory_total': 150754820096}, {'name': 'NVIDIA H200', 'memory_total': 150754820096}, {'name': 'NVIDIA H200', 'memory_total': 150754820096}, {'name': 'NVIDIA H200', 'memory_total': 150754820096}, {'name': 'NVIDIA H200', 'memory_total': 150754820096}, {'name': 'NVIDIA H200', 'memory_total': 150754820096}, {'name': 'NVIDIA H200', 'memory_total': 150754820096}], 'memory': {'total': 2015.559238433838}}
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2026-03-03 01:18:04,075 INFO HandlerThread:1071144 [system_monitor.py:probe():224] Finished collecting system info
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2026-03-03 01:18:04,075 INFO HandlerThread:1071144 [system_monitor.py:probe():227] Publishing system info
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2026-03-03 01:18:04,076 DEBUG HandlerThread:1071144 [system_info.py:_save_conda():209] Saving list of conda packages installed into the current environment
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2026-03-03 01:18:10,113 DEBUG HandlerThread:1071144 [system_info.py:_save_conda():224] Saving conda packages done
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2026-03-03 01:18:10,118 INFO HandlerThread:1071144 [system_monitor.py:probe():229] Finished publishing system info
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2026-03-03 01:18:10,135 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:18:10,135 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: keepalive
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2026-03-03 01:18:10,135 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:18:11,457 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: python_packages
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2026-03-03 01:18:29,141 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:18:34,143 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:18:39,145 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:18:44,146 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:18:44,147 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:18:49,147 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:18:49,148 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:18:54,149 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:18:54,150 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:18:59,151 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:18:59,152 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:03,959 DEBUG SystemMonitor:1071144 [system_monitor.py:_start():172] Starting system metrics aggregation loop
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2026-03-03 01:19:04,153 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:19:04,153 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:09,155 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:19:09,156 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:14,157 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:19:14,157 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:19,158 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:19:19,159 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:24,160 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:19:24,161 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:29,162 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:19:29,163 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:34,164 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:19:34,164 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:39,165 DEBUG HandlerThread:1071144 [handler.py:handle_request():158] handle_request: status_report
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2026-03-03 01:19:39,166 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:44,168 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:19:59,173 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:20:04,175 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:20:09,177 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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2026-03-03 01:20:24,182 DEBUG SenderThread:1071144 [sender.py:send_request():418] send_request: status_report
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bimamba_stage_b/wandb/offline-run-20260303_011803-r8lvj77y/logs/debug.log
ADDED
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2026-03-03 01:18:03,720 INFO MainThread:1062706 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
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2026-03-03 01:18:03,720 INFO MainThread:1062706 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
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2026-03-03 01:18:03,721 INFO MainThread:1062706 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
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config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 2, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0001, 'batch_size': 16, 'max_epochs': -1, 'max_steps': 15000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${debug}', 'metadata': 'data/${dataset.name}/metadata.json', 'data_mean': 0.5, 'data_std': 0.5, 'save_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft', 'n_frames': 200, 'context_length': 1, 'resolution': 128, 'observation_shape': [3, '${dataset.resolution}', '${dataset.resolution}'], 'external_cond_dim': 0, 'validation_multiplier': 1, 'frame_skip': 1, 'action_cond_dim': 25, '_name': 'video_minecraft', 'n_frames_valid': 200, 'angle_range': 110, 'pos_range': 2, 'wo_updown': False, 'customized_validation': True, 'add_timestamp_embedding': True, 'use_explicit_memory_frames': False}, 'algorithm': {'debug': '${debug}', 'lr': '${experiment.training.lr}', 'x_shape': '${dataset.observation_shape}', 'frame_stack': 1, 'frame_skip': '${dataset.frame_skip}', 'data_mean': '${dataset.data_mean}', 'data_std': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 1, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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}', 'action_cond_dim': 25, 'use_plucker': True, 'memory_condition_length': 0, 'log_video': True, 'use_compressed_causal_memory': False, 'compressed_memory_dim': 256, 'compressed_memory_slots': 64, 'compressed_memory_topk': 4, 'use_mamba_memory_pipeline': True, 'training_stage': 'stage_b_diffusion_frozen_memory', 'stage_c_memory_aux_weight': 0.1, 'diff_window_size': 8, 'memory_gap_aux_weight': 0.1, 'memory_gap_aux_weight_init': 0.5, 'memory_gap_aux_weight_final': 0.1, 'memory_gap_aux_decay_fraction': 0.3, 'memory_gap_aux_decay_steps': 0, 'memory_gap_aux_exp_k': 5.0, 'use_precomputed_features': False, 'mamba_latent_channels': 16, 'mamba_model_dim': 256, 'mamba_depth': 4, 'mamba_cond_dim': 256, 'mamba_d_state': 16, 'mamba_d_conv': 4, 'mamba_expand': 2, 'allow_mamba_fallback': False, 'strict_causal_training': True, 'strict_causal_evaluation': True, 'use_oracle_pose_eval': False, 'enable_memory_noise_curriculum': False, 'curriculum_phase_boundaries': [0.2, 0.7], 'curriculum_noise_ranges': [[600, 1000], [200, 900], [0, 400]], 'curriculum_horizons': [8, 64, 256], '_name': 'df_video_mamba3stage', 'require_pose_prediction': False, 'use_memory_attention': False, 'relative_embedding': False, 'memory_retrieval_topk': 32, 'n_tokens': 8}, 'debug': False, 'wandb': {'entity': 'turlin', 'project': 'worldmem', 'mode': 'online'}, 'resume': None, 'load': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_a_256/checkpoints/stage_1.ckpt', 'name': 'train_stage_b_mamba', 'customized_load': True, 'seperate_load': False, 'output_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/'}
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|
bimamba_stage_b/wandb/offline-run-20260303_012644-r8lvj77y/files/wandb-summary.json
ADDED
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{"_wandb": {"runtime": 60066}}
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bimamba_stage_b/wandb/offline-run-20260303_012644-r8lvj77y/logs/debug.log
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2026-03-03 01:26:44,851 INFO MainThread:3965936 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
|
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+
2026-03-03 01:26:44,852 INFO MainThread:3965936 [wandb_setup.py:_flush():77] Configure stats pid to 3965936
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2026-03-03 01:26:44,852 INFO MainThread:3965936 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
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| 4 |
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2026-03-03 01:26:44,852 INFO MainThread:3965936 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
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|
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|
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|
| 13 |
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| 1198 |
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| 1201 |
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| 1202 |
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| 1205 |
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| 1209 |
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| 1210 |
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| 1211 |
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|
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| 1213 |
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| 1214 |
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| 1217 |
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| 1218 |
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}
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| 1225 |
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|
bimamba_stage_b/wandb/offline-run-20260303_180855-r8lvj77y/files/wandb-summary.json
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{"_wandb": {"runtime": 117949}}
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2026-03-03 18:08:55,759 INFO MainThread:2764885 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_setup.py:_flush():77] Configure stats pid to 2764885
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true'}
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_setup.py:_flush():77] Applying setup settings: {'_disable_service': False}
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2026-03-03 18:08:55,760 WARNING MainThread:2764885 [wandb_setup.py:_flush():77] Could not find program at -m main
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260303_180855-r8lvj77y/logs/debug.log
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260303_180855-r8lvj77y/logs/debug-internal.log
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2026-03-03 18:08:55,760 INFO MainThread:2764885 [wandb_init.py:init():608] calling init triggers
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| 13 |
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