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- .gitattributes +3 -0
- bimamba_stage_b_72k/checkpoints/epoch0_step30000.ckpt +3 -0
- bimamba_stage_b_72k/checkpoints/epoch0_step60000.ckpt +3 -0
- bimamba_stage_b_72k/checkpoints/epoch0_step72500.ckpt +3 -0
- bimamba_stage_b_72k/videos/validation_vis/gt/video_0_rank0_step0.mp4 +3 -0
- bimamba_stage_b_72k/videos/validation_vis/pred/video_0_rank0_step0.mp4 +3 -0
- bimamba_stage_b_72k/wandb/debug-internal.log +0 -0
- bimamba_stage_b_72k/wandb/debug.log +26 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/files/conda-environment.yaml +4 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/files/wandb-metadata.json +1228 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/files/wandb-summary.json +1 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/logs/debug-internal.log +150 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/logs/debug.log +25 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/run-m7wkey5k.wandb +0 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/files/conda-environment.yaml +4 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/files/wandb-metadata.json +1228 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/files/wandb-summary.json +1 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/logs/debug-internal.log +148 -0
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- bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/files/conda-environment.yaml +4 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/files/wandb-metadata.json +1226 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/files/wandb-summary.json +1 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/logs/debug-internal.log +148 -0
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- bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/files/conda-environment.yaml +4 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/files/wandb-metadata.json +1226 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/files/wandb-summary.json +1 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/logs/debug-internal.log +148 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/logs/debug.log +26 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/run-stage_b_offline.wandb +0 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/files/conda-environment.yaml +4 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/files/wandb-metadata.json +1228 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/files/wandb-summary.json +1 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/logs/debug-internal.log +148 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/logs/debug.log +25 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/run-stage_b_offline.wandb +0 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/files/conda-environment.yaml +4 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/files/wandb-metadata.json +1226 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/files/wandb-summary.json +1 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/logs/debug-internal.log +148 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/logs/debug.log +26 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/run-stage_b_offline.wandb +0 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/files/conda-environment.yaml +4 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/files/wandb-metadata.json +1226 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/files/wandb-summary.json +1 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/logs/debug-internal.log +148 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/logs/debug.log +25 -0
- bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/run-stage_b_offline.wandb +0 -0
.gitattributes
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2026-03-14 12:38:38,617 INFO MainThread:3726322 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
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config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 8, 'max_epochs': -1, 'max_steps': 175000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${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': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 100, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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': [50, 100, 200], '_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': 'stage_b_offline', 'load': None, 'name': 'train_stage_b_mamba', 'output_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/'}
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bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/files/conda-environment.yaml
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name: worldmem
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prefix: /home/x_fahkh/.conda/envs/worldmem
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"name": "NVIDIA H200",
|
| 1202 |
+
"memory_total": 150754820096
|
| 1203 |
+
},
|
| 1204 |
+
{
|
| 1205 |
+
"name": "NVIDIA H200",
|
| 1206 |
+
"memory_total": 150754820096
|
| 1207 |
+
},
|
| 1208 |
+
{
|
| 1209 |
+
"name": "NVIDIA H200",
|
| 1210 |
+
"memory_total": 150754820096
|
| 1211 |
+
},
|
| 1212 |
+
{
|
| 1213 |
+
"name": "NVIDIA H200",
|
| 1214 |
+
"memory_total": 150754820096
|
| 1215 |
+
},
|
| 1216 |
+
{
|
| 1217 |
+
"name": "NVIDIA H200",
|
| 1218 |
+
"memory_total": 150754820096
|
| 1219 |
+
},
|
| 1220 |
+
{
|
| 1221 |
+
"name": "NVIDIA H200",
|
| 1222 |
+
"memory_total": 150754820096
|
| 1223 |
+
}
|
| 1224 |
+
],
|
| 1225 |
+
"memory": {
|
| 1226 |
+
"total": 2015.5592918395996
|
| 1227 |
+
}
|
| 1228 |
+
}
|
bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/files/wandb-summary.json
ADDED
|
@@ -0,0 +1 @@
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|
| 1 |
+
{"_wandb": {"runtime": 41}}
|
bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,150 @@
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2026-03-11 17:13:25,547 INFO StreamThr :146740 [internal.py:wandb_internal():85] W&B internal server running at pid: 146740, started at: 2026-03-11 17:13:25.544155
|
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2026-03-11 17:13:25,548 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status
|
| 3 |
+
2026-03-11 17:13:25,576 INFO WriterThread:146740 [datastore.py:open_for_write():87] open: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171325-m7wkey5k/run-m7wkey5k.wandb
|
| 4 |
+
2026-03-11 17:13:25,715 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: run_start
|
| 5 |
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2026-03-11 17:13:25,770 DEBUG HandlerThread:146740 [system_info.py:__init__():26] System info init
|
| 6 |
+
2026-03-11 17:13:25,770 DEBUG HandlerThread:146740 [system_info.py:__init__():41] System info init done
|
| 7 |
+
2026-03-11 17:13:25,770 INFO HandlerThread:146740 [system_monitor.py:start():194] Starting system monitor
|
| 8 |
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2026-03-11 17:13:25,770 INFO SystemMonitor:146740 [system_monitor.py:_start():158] Starting system asset monitoring threads
|
| 9 |
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2026-03-11 17:13:25,770 INFO HandlerThread:146740 [system_monitor.py:probe():214] Collecting system info
|
| 10 |
+
2026-03-11 17:13:25,771 INFO SystemMonitor:146740 [interfaces.py:start():188] Started cpu monitoring
|
| 11 |
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2026-03-11 17:13:25,771 INFO SystemMonitor:146740 [interfaces.py:start():188] Started disk monitoring
|
| 12 |
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2026-03-11 17:13:25,772 INFO SystemMonitor:146740 [interfaces.py:start():188] Started gpu monitoring
|
| 13 |
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2026-03-11 17:13:25,772 INFO SystemMonitor:146740 [interfaces.py:start():188] Started memory monitoring
|
| 14 |
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2026-03-11 17:13:25,773 INFO SystemMonitor:146740 [interfaces.py:start():188] Started network monitoring
|
| 15 |
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2026-03-11 17:13:25,827 DEBUG HandlerThread:146740 [system_info.py:probe():152] Probing system
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| 16 |
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2026-03-11 17:13:25,830 DEBUG HandlerThread:146740 [system_info.py:_probe_git():137] Probing git
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| 17 |
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2026-03-11 17:13:25,934 DEBUG HandlerThread:146740 [system_info.py:_probe_git():145] Probing git done
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| 18 |
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2026-03-11 17:13:25,934 DEBUG HandlerThread:146740 [system_info.py:probe():200] Probing system done
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| 19 |
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2026-03-11 17:13:25,934 DEBUG HandlerThread:146740 [system_monitor.py:probe():223] {'os': 'Linux-5.14.0-611.30.1.el9_7.x86_64-x86_64-with-glibc2.34', 'python': '3.10.19', 'heartbeatAt': '2026-03-11T16:13:25.827474', 'startedAt': '2026-03-11T16:13:25.497322', 'docker': None, 'cuda': None, 'args': ('+name=train_stage_b_mamba', 'algorithm=df_video_mamba3stage', '+customized_load=true', '+seperate_load=false', 'experiment.num_nodes=1', 'load=/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_a_128/checkpoints/epoch0_step2000.ckpt', 'dataset.save_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft', 'dataset.n_frames=200', '+dataset.n_frames_valid=200', '+dataset.angle_range=110', '+dataset.pos_range=2', '+dataset.wo_updown=false', '+dataset.customized_validation=true', '+dataset.add_timestamp_embedding=true', '+dataset.use_explicit_memory_frames=false', 'algorithm.training_stage=stage_b_diffusion_frozen_memory', 'algorithm.use_mamba_memory_pipeline=true', 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800.0, 'min': 800.0, 'max': 3800.0}, {'current': 3800.0, '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': 3801.99, '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': 16.831600189208984}}, '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': 2015.5592918395996}}
|
| 20 |
+
2026-03-11 17:13:25,934 INFO HandlerThread:146740 [system_monitor.py:probe():224] Finished collecting system info
|
| 21 |
+
2026-03-11 17:13:25,934 INFO HandlerThread:146740 [system_monitor.py:probe():227] Publishing system info
|
| 22 |
+
2026-03-11 17:13:25,935 DEBUG HandlerThread:146740 [system_info.py:_save_conda():209] Saving list of conda packages installed into the current environment
|
| 23 |
+
2026-03-11 17:13:31,570 DEBUG HandlerThread:146740 [system_info.py:_save_conda():224] Saving conda packages done
|
| 24 |
+
2026-03-11 17:13:31,575 INFO HandlerThread:146740 [system_monitor.py:probe():229] Finished publishing system info
|
| 25 |
+
2026-03-11 17:13:31,585 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: keepalive
|
| 26 |
+
2026-03-11 17:13:31,585 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 27 |
+
2026-03-11 17:13:31,585 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 28 |
+
2026-03-11 17:13:32,943 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: python_packages
|
| 29 |
+
2026-03-11 17:13:36,586 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 30 |
+
2026-03-11 17:13:36,587 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 31 |
+
2026-03-11 17:13:41,588 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 32 |
+
2026-03-11 17:13:41,588 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 33 |
+
2026-03-11 17:13:46,589 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 34 |
+
2026-03-11 17:13:46,590 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 35 |
+
2026-03-11 17:13:51,591 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 36 |
+
2026-03-11 17:13:51,591 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 37 |
+
2026-03-11 17:13:56,592 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 38 |
+
2026-03-11 17:13:56,593 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 39 |
+
2026-03-11 17:14:01,594 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 40 |
+
2026-03-11 17:14:01,595 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 41 |
+
2026-03-11 17:14:06,596 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 42 |
+
2026-03-11 17:14:06,596 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 43 |
+
2026-03-11 17:14:07,348 DEBUG SenderThread:146740 [sender.py:send():391] send: exit
|
| 44 |
+
2026-03-11 17:14:07,348 INFO SenderThread:146740 [sender.py:send_exit():598] handling exit code: 1
|
| 45 |
+
2026-03-11 17:14:07,348 INFO SenderThread:146740 [sender.py:send_exit():600] handling runtime: 41
|
| 46 |
+
2026-03-11 17:14:07,355 INFO SenderThread:146740 [sender.py:_save_file():1466] saving file wandb-summary.json with policy end
|
| 47 |
+
2026-03-11 17:14:07,355 INFO SenderThread:146740 [sender.py:send_exit():606] send defer
|
| 48 |
+
2026-03-11 17:14:07,356 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 49 |
+
2026-03-11 17:14:07,356 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 0
|
| 50 |
+
2026-03-11 17:14:07,356 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 51 |
+
2026-03-11 17:14:07,356 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 0
|
| 52 |
+
2026-03-11 17:14:07,356 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 1
|
| 53 |
+
2026-03-11 17:14:07,356 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 54 |
+
2026-03-11 17:14:07,356 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 1
|
| 55 |
+
2026-03-11 17:14:07,357 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 56 |
+
2026-03-11 17:14:07,357 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 1
|
| 57 |
+
2026-03-11 17:14:07,357 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 2
|
| 58 |
+
2026-03-11 17:14:07,357 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 59 |
+
2026-03-11 17:14:07,357 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 2
|
| 60 |
+
2026-03-11 17:14:07,357 INFO HandlerThread:146740 [system_monitor.py:finish():203] Stopping system monitor
|
| 61 |
+
2026-03-11 17:14:07,357 DEBUG SystemMonitor:146740 [system_monitor.py:_start():172] Starting system metrics aggregation loop
|
| 62 |
+
2026-03-11 17:14:07,357 DEBUG SystemMonitor:146740 [system_monitor.py:_start():179] Finished system metrics aggregation loop
|
| 63 |
+
2026-03-11 17:14:07,357 DEBUG SystemMonitor:146740 [system_monitor.py:_start():183] Publishing last batch of metrics
|
| 64 |
+
2026-03-11 17:14:07,361 INFO HandlerThread:146740 [interfaces.py:finish():200] Joined cpu monitor
|
| 65 |
+
2026-03-11 17:14:07,361 INFO HandlerThread:146740 [interfaces.py:finish():200] Joined disk monitor
|
| 66 |
+
2026-03-11 17:14:08,559 INFO HandlerThread:146740 [interfaces.py:finish():200] Joined gpu monitor
|
| 67 |
+
2026-03-11 17:14:08,559 INFO HandlerThread:146740 [interfaces.py:finish():200] Joined memory monitor
|
| 68 |
+
2026-03-11 17:14:08,559 INFO HandlerThread:146740 [interfaces.py:finish():200] Joined network monitor
|
| 69 |
+
2026-03-11 17:14:08,559 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: poll_exit
|
| 70 |
+
2026-03-11 17:14:08,560 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 71 |
+
2026-03-11 17:14:08,560 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 2
|
| 72 |
+
2026-03-11 17:14:08,560 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 3
|
| 73 |
+
2026-03-11 17:14:08,560 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: poll_exit
|
| 74 |
+
2026-03-11 17:14:08,560 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 75 |
+
2026-03-11 17:14:08,560 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 3
|
| 76 |
+
2026-03-11 17:14:08,561 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 77 |
+
2026-03-11 17:14:08,561 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 3
|
| 78 |
+
2026-03-11 17:14:08,561 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 4
|
| 79 |
+
2026-03-11 17:14:08,561 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 80 |
+
2026-03-11 17:14:08,561 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 4
|
| 81 |
+
2026-03-11 17:14:08,561 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 82 |
+
2026-03-11 17:14:08,562 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 4
|
| 83 |
+
2026-03-11 17:14:08,562 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 5
|
| 84 |
+
2026-03-11 17:14:08,562 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 85 |
+
2026-03-11 17:14:08,562 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 5
|
| 86 |
+
2026-03-11 17:14:08,562 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 87 |
+
2026-03-11 17:14:08,562 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 5
|
| 88 |
+
2026-03-11 17:14:08,562 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 6
|
| 89 |
+
2026-03-11 17:14:08,563 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 90 |
+
2026-03-11 17:14:08,563 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 6
|
| 91 |
+
2026-03-11 17:14:08,563 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 92 |
+
2026-03-11 17:14:08,563 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 6
|
| 93 |
+
2026-03-11 17:14:08,563 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 7
|
| 94 |
+
2026-03-11 17:14:08,563 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: status_report
|
| 95 |
+
2026-03-11 17:14:08,563 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 96 |
+
2026-03-11 17:14:08,563 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 7
|
| 97 |
+
2026-03-11 17:14:08,564 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: status_report
|
| 98 |
+
2026-03-11 17:14:08,564 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 99 |
+
2026-03-11 17:14:08,564 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 7
|
| 100 |
+
2026-03-11 17:14:08,564 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 8
|
| 101 |
+
2026-03-11 17:14:08,564 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 102 |
+
2026-03-11 17:14:08,564 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 8
|
| 103 |
+
2026-03-11 17:14:08,564 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 104 |
+
2026-03-11 17:14:08,564 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 8
|
| 105 |
+
2026-03-11 17:14:08,564 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 9
|
| 106 |
+
2026-03-11 17:14:08,564 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 107 |
+
2026-03-11 17:14:08,564 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 9
|
| 108 |
+
2026-03-11 17:14:08,564 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 109 |
+
2026-03-11 17:14:08,564 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 9
|
| 110 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 10
|
| 111 |
+
2026-03-11 17:14:08,565 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 112 |
+
2026-03-11 17:14:08,565 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 10
|
| 113 |
+
2026-03-11 17:14:08,565 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 114 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 10
|
| 115 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 11
|
| 116 |
+
2026-03-11 17:14:08,565 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 117 |
+
2026-03-11 17:14:08,565 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 11
|
| 118 |
+
2026-03-11 17:14:08,565 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 119 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 11
|
| 120 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 12
|
| 121 |
+
2026-03-11 17:14:08,565 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 122 |
+
2026-03-11 17:14:08,565 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 12
|
| 123 |
+
2026-03-11 17:14:08,565 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 124 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 12
|
| 125 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 13
|
| 126 |
+
2026-03-11 17:14:08,565 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 127 |
+
2026-03-11 17:14:08,565 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 13
|
| 128 |
+
2026-03-11 17:14:08,565 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 129 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 13
|
| 130 |
+
2026-03-11 17:14:08,565 INFO SenderThread:146740 [sender.py:transition_state():626] send defer: 14
|
| 131 |
+
2026-03-11 17:14:08,565 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: defer
|
| 132 |
+
2026-03-11 17:14:08,565 INFO HandlerThread:146740 [handler.py:handle_request_defer():184] handle defer: 14
|
| 133 |
+
2026-03-11 17:14:08,566 DEBUG SenderThread:146740 [sender.py:send():391] send: final
|
| 134 |
+
2026-03-11 17:14:08,566 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: defer
|
| 135 |
+
2026-03-11 17:14:08,566 INFO SenderThread:146740 [sender.py:send_request_defer():622] handle sender defer: 14
|
| 136 |
+
2026-03-11 17:14:08,566 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: poll_exit
|
| 137 |
+
2026-03-11 17:14:08,567 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: poll_exit
|
| 138 |
+
2026-03-11 17:14:08,567 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: server_info
|
| 139 |
+
2026-03-11 17:14:08,567 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: server_info
|
| 140 |
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2026-03-11 17:14:08,568 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: poll_exit
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| 141 |
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2026-03-11 17:14:08,568 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: get_summary
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| 142 |
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2026-03-11 17:14:08,568 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: sampled_history
|
| 143 |
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2026-03-11 17:14:08,568 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: internal_messages
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| 144 |
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2026-03-11 17:14:08,568 DEBUG SenderThread:146740 [sender.py:send_request():418] send_request: poll_exit
|
| 145 |
+
2026-03-11 17:14:08,569 INFO MainThread:146740 [wandb_run.py:_footer_history_summary_info():4088] rendering history
|
| 146 |
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2026-03-11 17:14:08,569 INFO MainThread:146740 [wandb_run.py:_footer_history_summary_info():4120] rendering summary
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| 147 |
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2026-03-11 17:14:08,569 DEBUG HandlerThread:146740 [handler.py:handle_request():158] handle_request: shutdown
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2026-03-11 17:14:08,569 INFO HandlerThread:146740 [handler.py:finish():884] shutting down handler
|
| 149 |
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2026-03-11 17:14:09,568 INFO WriterThread:146740 [datastore.py:close():296] close: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171325-m7wkey5k/run-m7wkey5k.wandb
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| 150 |
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2026-03-11 17:14:09,569 INFO SenderThread:146740 [sender.py:finish():1631] shutting down sender
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bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/logs/debug.log
ADDED
|
@@ -0,0 +1,25 @@
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| 1 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
|
| 2 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_setup.py:_flush():77] Configure stats pid to 140666
|
| 3 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
|
| 4 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
|
| 5 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true'}
|
| 6 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_setup.py:_flush():77] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2026-03-11 17:13:25,523 WARNING MainThread:140666 [wandb_setup.py:_flush():77] Could not find program at -m main
|
| 8 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
|
| 9 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171325-m7wkey5k/logs/debug.log
|
| 10 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171325-m7wkey5k/logs/debug-internal.log
|
| 11 |
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2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_init.py:init():608] calling init triggers
|
| 12 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 8, 'max_epochs': -1, 'max_steps': 30000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${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': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 100, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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': [50, 100, 200], '_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_128/checkpoints/epoch0_step2000.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 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_init.py:init():658] starting backend
|
| 15 |
+
2026-03-11 17:13:25,523 INFO MainThread:140666 [wandb_init.py:init():662] setting up manager
|
| 16 |
+
2026-03-11 17:13:25,542 INFO MainThread:140666 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2026-03-11 17:13:25,549 INFO MainThread:140666 [wandb_init.py:init():670] backend started and connected
|
| 18 |
+
2026-03-11 17:13:25,575 INFO MainThread:140666 [wandb_init.py:init():768] updated telemetry
|
| 19 |
+
2026-03-11 17:13:25,659 INFO MainThread:140666 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2026-03-11 17:13:25,665 INFO MainThread:140666 [wandb_init.py:init():852] starting run threads in backend
|
| 21 |
+
2026-03-11 17:13:32,943 INFO MainThread:140666 [wandb_run.py:_console_start():2465] atexit reg
|
| 22 |
+
2026-03-11 17:13:32,943 INFO MainThread:140666 [wandb_run.py:_redirect():2311] redirect: wrap_raw
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| 23 |
+
2026-03-11 17:13:32,943 INFO MainThread:140666 [wandb_run.py:_redirect():2376] Wrapping output streams.
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| 24 |
+
2026-03-11 17:13:32,943 INFO MainThread:140666 [wandb_run.py:_redirect():2401] Redirects installed.
|
| 25 |
+
2026-03-11 17:13:32,952 INFO MainThread:140666 [wandb_init.py:init():895] run started, returning control to user process
|
bimamba_stage_b_72k/wandb/offline-run-20260311_171325-m7wkey5k/run-m7wkey5k.wandb
ADDED
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Binary file (51.9 kB). View file
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|
bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/files/conda-environment.yaml
ADDED
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name: worldmem
|
| 2 |
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channels:
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| 3 |
+
- defaults
|
| 4 |
+
prefix: /home/x_fahkh/.conda/envs/worldmem
|
bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/files/wandb-metadata.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-5.14.0-611.30.1.el9_7.x86_64-x86_64-with-glibc2.34",
|
| 3 |
+
"python": "3.10.19",
|
| 4 |
+
"heartbeatAt": "2026-03-11T16:17:25.584983",
|
| 5 |
+
"startedAt": "2026-03-11T16:17:25.292459",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"+name=train_stage_b_mamba",
|
| 10 |
+
"algorithm=df_video_mamba3stage",
|
| 11 |
+
"+customized_load=true",
|
| 12 |
+
"+seperate_load=false",
|
| 13 |
+
"experiment.num_nodes=1",
|
| 14 |
+
"load=/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_a_128/checkpoints/epoch0_step2000.ckpt",
|
| 15 |
+
"dataset.save_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft",
|
| 16 |
+
"dataset.n_frames=200",
|
| 17 |
+
"+dataset.n_frames_valid=200",
|
| 18 |
+
"+dataset.angle_range=110",
|
| 19 |
+
"+dataset.pos_range=2",
|
| 20 |
+
"+dataset.wo_updown=false",
|
| 21 |
+
"+dataset.customized_validation=true",
|
| 22 |
+
"+dataset.add_timestamp_embedding=true",
|
| 23 |
+
"+dataset.use_explicit_memory_frames=false",
|
| 24 |
+
"algorithm.training_stage=stage_b_diffusion_frozen_memory",
|
| 25 |
+
"algorithm.use_mamba_memory_pipeline=true",
|
| 26 |
+
"algorithm.use_oracle_pose_eval=false",
|
| 27 |
+
"algorithm.enable_memory_noise_curriculum=false",
|
| 28 |
+
"+algorithm.require_pose_prediction=false",
|
| 29 |
+
"+algorithm.use_memory_attention=false",
|
| 30 |
+
"+algorithm.relative_embedding=false",
|
| 31 |
+
"+algorithm.memory_retrieval_topk=32",
|
| 32 |
+
"algorithm.diff_window_size=8",
|
| 33 |
+
"algorithm.memory_condition_length=0",
|
| 34 |
+
"algorithm.context_frames=100",
|
| 35 |
+
"+algorithm.n_tokens=8",
|
| 36 |
+
"experiment.training.batch_size=8",
|
| 37 |
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| 1209 |
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|
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|
| 1211 |
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|
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| 1213 |
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|
| 1214 |
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|
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|
| 1216 |
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| 1217 |
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|
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|
| 1219 |
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|
| 1220 |
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| 1221 |
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|
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|
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| 1224 |
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| 1226 |
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| 1228 |
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|
bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/files/wandb-summary.json
ADDED
|
@@ -0,0 +1 @@
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|
| 1 |
+
{"_wandb": {"runtime": 40}}
|
bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/logs/debug-internal.log
ADDED
|
@@ -0,0 +1,148 @@
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2026-03-11 17:17:25,345 INFO StreamThr :1950125 [internal.py:wandb_internal():85] W&B internal server running at pid: 1950125, started at: 2026-03-11 17:17:25.342124
|
| 2 |
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2026-03-11 17:17:25,347 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: status
|
| 3 |
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2026-03-11 17:17:25,372 INFO WriterThread:1950125 [datastore.py:open_for_write():87] open: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171725-m7wkey5k/run-m7wkey5k.wandb
|
| 4 |
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2026-03-11 17:17:25,494 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: run_start
|
| 5 |
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2026-03-11 17:17:25,533 DEBUG HandlerThread:1950125 [system_info.py:__init__():26] System info init
|
| 6 |
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2026-03-11 17:17:25,533 DEBUG HandlerThread:1950125 [system_info.py:__init__():41] System info init done
|
| 7 |
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2026-03-11 17:17:25,533 INFO HandlerThread:1950125 [system_monitor.py:start():194] Starting system monitor
|
| 8 |
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2026-03-11 17:17:25,533 INFO SystemMonitor:1950125 [system_monitor.py:_start():158] Starting system asset monitoring threads
|
| 9 |
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2026-03-11 17:17:25,533 INFO HandlerThread:1950125 [system_monitor.py:probe():214] Collecting system info
|
| 10 |
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2026-03-11 17:17:25,534 INFO SystemMonitor:1950125 [interfaces.py:start():188] Started cpu monitoring
|
| 11 |
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2026-03-11 17:17:25,534 INFO SystemMonitor:1950125 [interfaces.py:start():188] Started disk monitoring
|
| 12 |
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2026-03-11 17:17:25,535 INFO SystemMonitor:1950125 [interfaces.py:start():188] Started gpu monitoring
|
| 13 |
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2026-03-11 17:17:25,535 INFO SystemMonitor:1950125 [interfaces.py:start():188] Started memory monitoring
|
| 14 |
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2026-03-11 17:17:25,536 INFO SystemMonitor:1950125 [interfaces.py:start():188] Started network monitoring
|
| 15 |
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2026-03-11 17:17:25,584 DEBUG HandlerThread:1950125 [system_info.py:probe():152] Probing system
|
| 16 |
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2026-03-11 17:17:25,587 DEBUG HandlerThread:1950125 [system_info.py:_probe_git():137] Probing git
|
| 17 |
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2026-03-11 17:17:25,645 DEBUG HandlerThread:1950125 [system_info.py:_probe_git():145] Probing git done
|
| 18 |
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2026-03-11 17:17:25,645 DEBUG HandlerThread:1950125 [system_info.py:probe():200] Probing system done
|
| 19 |
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2026-03-11 17:17:25,646 INFO HandlerThread:1950125 [system_monitor.py:probe():224] Finished collecting system info
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2026-03-11 17:17:25,646 INFO HandlerThread:1950125 [system_monitor.py:probe():227] Publishing system info
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2026-03-11 17:17:25,647 DEBUG HandlerThread:1950125 [system_info.py:_save_conda():209] Saving list of conda packages installed into the current environment
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2026-03-11 17:17:32,230 DEBUG HandlerThread:1950125 [system_info.py:_save_conda():224] Saving conda packages done
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2026-03-11 17:17:32,236 INFO HandlerThread:1950125 [system_monitor.py:probe():229] Finished publishing system info
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2026-03-11 17:17:32,257 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:17:32,257 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: keepalive
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2026-03-11 17:17:32,257 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:17:33,509 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: python_packages
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2026-03-11 17:17:36,258 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:17:36,259 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:17:41,260 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:17:41,260 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:17:46,261 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:17:46,262 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:17:51,263 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:17:51,263 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:17:56,264 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:17:56,264 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:18:01,267 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:18:01,267 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:18:06,079 DEBUG SenderThread:1950125 [sender.py:send():391] send: exit
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2026-03-11 17:18:06,079 INFO SenderThread:1950125 [sender.py:send_exit():598] handling exit code: 1
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2026-03-11 17:18:06,079 INFO SenderThread:1950125 [sender.py:send_exit():600] handling runtime: 40
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2026-03-11 17:18:06,090 INFO SenderThread:1950125 [sender.py:_save_file():1466] saving file wandb-summary.json with policy end
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2026-03-11 17:18:06,091 INFO SenderThread:1950125 [sender.py:send_exit():606] send defer
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2026-03-11 17:18:06,091 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:18:06,091 INFO HandlerThread:1950125 [handler.py:handle_request_defer():184] handle defer: 0
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2026-03-11 17:18:06,091 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:18:06,091 INFO SenderThread:1950125 [sender.py:send_request_defer():622] handle sender defer: 0
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2026-03-11 17:18:06,091 INFO SenderThread:1950125 [sender.py:transition_state():626] send defer: 1
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2026-03-11 17:18:06,092 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:18:06,092 INFO HandlerThread:1950125 [handler.py:handle_request_defer():184] handle defer: 1
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2026-03-11 17:18:06,092 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:18:06,092 INFO SenderThread:1950125 [sender.py:send_request_defer():622] handle sender defer: 1
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2026-03-11 17:18:06,092 INFO SenderThread:1950125 [sender.py:transition_state():626] send defer: 2
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2026-03-11 17:18:06,092 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:18:06,092 INFO HandlerThread:1950125 [handler.py:handle_request_defer():184] handle defer: 2
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2026-03-11 17:18:06,092 INFO HandlerThread:1950125 [system_monitor.py:finish():203] Stopping system monitor
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2026-03-11 17:18:06,093 INFO HandlerThread:1950125 [interfaces.py:finish():200] Joined cpu monitor
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2026-03-11 17:18:06,093 INFO HandlerThread:1950125 [interfaces.py:finish():200] Joined disk monitor
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2026-03-11 17:18:06,094 DEBUG SystemMonitor:1950125 [system_monitor.py:_start():172] Starting system metrics aggregation loop
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2026-03-11 17:18:06,094 DEBUG SystemMonitor:1950125 [system_monitor.py:_start():179] Finished system metrics aggregation loop
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2026-03-11 17:18:06,094 DEBUG SystemMonitor:1950125 [system_monitor.py:_start():183] Publishing last batch of metrics
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2026-03-11 17:18:07,067 INFO SenderThread:1950125 [sender.py:send_request_defer():622] handle sender defer: 8
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2026-03-11 17:18:07,068 INFO SenderThread:1950125 [sender.py:send_request_defer():622] handle sender defer: 10
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2026-03-11 17:18:07,068 INFO SenderThread:1950125 [sender.py:transition_state():626] send defer: 11
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2026-03-11 17:18:07,068 INFO HandlerThread:1950125 [handler.py:handle_request_defer():184] handle defer: 11
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2026-03-11 17:18:07,068 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:18:07,068 INFO SenderThread:1950125 [sender.py:send_request_defer():622] handle sender defer: 11
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2026-03-11 17:18:07,068 INFO SenderThread:1950125 [sender.py:transition_state():626] send defer: 12
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2026-03-11 17:18:07,068 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:18:07,068 INFO HandlerThread:1950125 [handler.py:handle_request_defer():184] handle defer: 12
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2026-03-11 17:18:07,068 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:18:07,068 INFO SenderThread:1950125 [sender.py:send_request_defer():622] handle sender defer: 12
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2026-03-11 17:18:07,068 INFO SenderThread:1950125 [sender.py:transition_state():626] send defer: 13
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2026-03-11 17:18:07,068 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:18:07,068 INFO HandlerThread:1950125 [handler.py:handle_request_defer():184] handle defer: 13
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2026-03-11 17:18:07,069 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:18:07,069 INFO SenderThread:1950125 [sender.py:send_request_defer():622] handle sender defer: 13
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2026-03-11 17:18:07,069 INFO SenderThread:1950125 [sender.py:transition_state():626] send defer: 14
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2026-03-11 17:18:07,069 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:18:07,069 INFO HandlerThread:1950125 [handler.py:handle_request_defer():184] handle defer: 14
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2026-03-11 17:18:07,069 DEBUG SenderThread:1950125 [sender.py:send():391] send: final
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2026-03-11 17:18:07,069 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:18:07,069 INFO SenderThread:1950125 [sender.py:send_request_defer():622] handle sender defer: 14
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2026-03-11 17:18:07,070 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: poll_exit
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2026-03-11 17:18:07,070 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: poll_exit
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2026-03-11 17:18:07,070 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: server_info
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2026-03-11 17:18:07,070 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: server_info
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2026-03-11 17:18:07,070 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: poll_exit
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2026-03-11 17:18:07,071 DEBUG SenderThread:1950125 [sender.py:send_request():418] send_request: poll_exit
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2026-03-11 17:18:07,071 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: get_summary
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2026-03-11 17:18:07,071 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: sampled_history
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2026-03-11 17:18:07,072 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: internal_messages
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2026-03-11 17:18:07,072 INFO MainThread:1950125 [wandb_run.py:_footer_history_summary_info():4088] rendering history
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2026-03-11 17:18:07,072 INFO MainThread:1950125 [wandb_run.py:_footer_history_summary_info():4120] rendering summary
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2026-03-11 17:18:07,073 DEBUG HandlerThread:1950125 [handler.py:handle_request():158] handle_request: shutdown
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2026-03-11 17:18:07,073 INFO HandlerThread:1950125 [handler.py:finish():884] shutting down handler
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2026-03-11 17:18:08,071 INFO WriterThread:1950125 [datastore.py:close():296] close: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171725-m7wkey5k/run-m7wkey5k.wandb
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2026-03-11 17:18:08,071 INFO SenderThread:1950125 [sender.py:finish():1631] shutting down sender
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bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/logs/debug.log
ADDED
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
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| 2 |
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_setup.py:_flush():77] Configure stats pid to 1945283
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| 3 |
+
2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
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| 4 |
+
2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true'}
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| 6 |
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_setup.py:_flush():77] Applying setup settings: {'_disable_service': False}
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| 7 |
+
2026-03-11 17:17:25,320 WARNING MainThread:1945283 [wandb_setup.py:_flush():77] Could not find program at -m main
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
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| 9 |
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171725-m7wkey5k/logs/debug.log
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| 10 |
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171725-m7wkey5k/logs/debug-internal.log
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_init.py:init():608] calling init triggers
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
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| 13 |
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config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 8, 'max_epochs': -1, 'max_steps': 30000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${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': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 100, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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': [50, 100, 200], '_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_128/checkpoints/epoch0_step2000.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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| 14 |
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_init.py:init():658] starting backend
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2026-03-11 17:17:25,320 INFO MainThread:1945283 [wandb_init.py:init():662] setting up manager
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2026-03-11 17:17:25,340 INFO MainThread:1945283 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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2026-03-11 17:17:25,348 INFO MainThread:1945283 [wandb_init.py:init():670] backend started and connected
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2026-03-11 17:17:25,372 INFO MainThread:1945283 [wandb_init.py:init():768] updated telemetry
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2026-03-11 17:17:25,438 INFO MainThread:1945283 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout
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2026-03-11 17:17:25,443 INFO MainThread:1945283 [wandb_init.py:init():852] starting run threads in backend
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2026-03-11 17:17:33,509 INFO MainThread:1945283 [wandb_run.py:_console_start():2465] atexit reg
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2026-03-11 17:17:33,509 INFO MainThread:1945283 [wandb_run.py:_redirect():2311] redirect: wrap_raw
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2026-03-11 17:17:33,510 INFO MainThread:1945283 [wandb_run.py:_redirect():2376] Wrapping output streams.
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2026-03-11 17:17:33,510 INFO MainThread:1945283 [wandb_run.py:_redirect():2401] Redirects installed.
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2026-03-11 17:17:33,529 INFO MainThread:1945283 [wandb_init.py:init():895] run started, returning control to user process
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2026-03-11 17:18:08,078 WARNING MsgRouterThr:1945283 [router.py:message_loop():77] message_loop has been closed
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bimamba_stage_b_72k/wandb/offline-run-20260311_171725-m7wkey5k/run-m7wkey5k.wandb
ADDED
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bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/files/conda-environment.yaml
ADDED
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name: worldmem
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channels:
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- defaults
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prefix: /home/x_fahkh/.conda/envs/worldmem
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bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/files/wandb-metadata.json
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| 1189 |
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| 1190 |
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{
|
| 1191 |
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|
| 1192 |
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|
| 1193 |
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|
| 1194 |
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{
|
| 1195 |
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"name": "NVIDIA H200",
|
| 1196 |
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|
| 1197 |
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|
| 1198 |
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{
|
| 1199 |
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"name": "NVIDIA H200",
|
| 1200 |
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"memory_total": 150754820096
|
| 1201 |
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|
| 1202 |
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{
|
| 1203 |
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"name": "NVIDIA H200",
|
| 1204 |
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|
| 1205 |
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|
| 1206 |
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{
|
| 1207 |
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"name": "NVIDIA H200",
|
| 1208 |
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"memory_total": 150754820096
|
| 1209 |
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|
| 1210 |
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{
|
| 1211 |
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"name": "NVIDIA H200",
|
| 1212 |
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"memory_total": 150754820096
|
| 1213 |
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|
| 1214 |
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{
|
| 1215 |
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"name": "NVIDIA H200",
|
| 1216 |
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|
| 1217 |
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|
| 1218 |
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{
|
| 1219 |
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"name": "NVIDIA H200",
|
| 1220 |
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"memory_total": 150754820096
|
| 1221 |
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|
| 1222 |
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],
|
| 1223 |
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"memory": {
|
| 1224 |
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"total": 2015.5592231750488
|
| 1225 |
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|
| 1226 |
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bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/files/wandb-summary.json
ADDED
|
@@ -0,0 +1 @@
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|
| 1 |
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{"_wandb": {"runtime": 40}}
|
bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/logs/debug-internal.log
ADDED
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@@ -0,0 +1,148 @@
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2026-03-11 17:19:02,347 INFO StreamThr :1959378 [internal.py:wandb_internal():85] W&B internal server running at pid: 1959378, started at: 2026-03-11 17:19:02.344180
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2026-03-11 17:19:02,348 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status
|
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2026-03-11 17:19:02,775 INFO WriterThread:1959378 [datastore.py:open_for_write():87] open: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171902-stage_b_offline/run-stage_b_offline.wandb
|
| 4 |
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2026-03-11 17:19:02,879 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: run_start
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| 5 |
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2026-03-11 17:19:02,915 DEBUG HandlerThread:1959378 [system_info.py:__init__():26] System info init
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2026-03-11 17:19:02,915 DEBUG HandlerThread:1959378 [system_info.py:__init__():41] System info init done
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2026-03-11 17:19:02,915 INFO HandlerThread:1959378 [system_monitor.py:start():194] Starting system monitor
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2026-03-11 17:19:02,916 INFO SystemMonitor:1959378 [system_monitor.py:_start():158] Starting system asset monitoring threads
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2026-03-11 17:19:02,916 INFO HandlerThread:1959378 [system_monitor.py:probe():214] Collecting system info
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2026-03-11 17:19:02,916 INFO SystemMonitor:1959378 [interfaces.py:start():188] Started cpu monitoring
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2026-03-11 17:19:02,917 INFO SystemMonitor:1959378 [interfaces.py:start():188] Started disk monitoring
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| 12 |
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2026-03-11 17:19:02,917 INFO SystemMonitor:1959378 [interfaces.py:start():188] Started gpu monitoring
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2026-03-11 17:19:02,918 INFO SystemMonitor:1959378 [interfaces.py:start():188] Started memory monitoring
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'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': 3808.962, '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': 3795.652, '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': 3799.961, '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': 3801.818, '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': 3800.0, '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': 16.836402893066406}}, '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': 2015.5592231750488}}
|
| 20 |
+
2026-03-11 17:19:03,049 INFO HandlerThread:1959378 [system_monitor.py:probe():224] Finished collecting system info
|
| 21 |
+
2026-03-11 17:19:03,049 INFO HandlerThread:1959378 [system_monitor.py:probe():227] Publishing system info
|
| 22 |
+
2026-03-11 17:19:03,049 DEBUG HandlerThread:1959378 [system_info.py:_save_conda():209] Saving list of conda packages installed into the current environment
|
| 23 |
+
2026-03-11 17:19:08,683 DEBUG HandlerThread:1959378 [system_info.py:_save_conda():224] Saving conda packages done
|
| 24 |
+
2026-03-11 17:19:08,689 INFO HandlerThread:1959378 [system_monitor.py:probe():229] Finished publishing system info
|
| 25 |
+
2026-03-11 17:19:08,698 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
|
| 26 |
+
2026-03-11 17:19:08,698 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: keepalive
|
| 27 |
+
2026-03-11 17:19:08,699 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
|
| 28 |
+
2026-03-11 17:19:09,978 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: python_packages
|
| 29 |
+
2026-03-11 17:19:12,699 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
|
| 30 |
+
2026-03-11 17:19:12,700 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
|
| 31 |
+
2026-03-11 17:19:17,701 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
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| 32 |
+
2026-03-11 17:19:17,701 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
|
| 33 |
+
2026-03-11 17:19:22,702 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
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| 34 |
+
2026-03-11 17:19:22,703 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
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| 35 |
+
2026-03-11 17:19:27,704 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
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| 36 |
+
2026-03-11 17:19:27,705 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
|
| 37 |
+
2026-03-11 17:19:32,706 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
|
| 38 |
+
2026-03-11 17:19:32,706 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
|
| 39 |
+
2026-03-11 17:19:37,707 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
|
| 40 |
+
2026-03-11 17:19:37,708 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
|
| 41 |
+
2026-03-11 17:19:42,709 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
|
| 42 |
+
2026-03-11 17:19:42,709 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
|
| 43 |
+
2026-03-11 17:19:43,114 DEBUG SenderThread:1959378 [sender.py:send():391] send: exit
|
| 44 |
+
2026-03-11 17:19:43,114 INFO SenderThread:1959378 [sender.py:send_exit():598] handling exit code: 1
|
| 45 |
+
2026-03-11 17:19:43,114 INFO SenderThread:1959378 [sender.py:send_exit():600] handling runtime: 40
|
| 46 |
+
2026-03-11 17:19:43,120 INFO SenderThread:1959378 [sender.py:_save_file():1466] saving file wandb-summary.json with policy end
|
| 47 |
+
2026-03-11 17:19:43,120 INFO SenderThread:1959378 [sender.py:send_exit():606] send defer
|
| 48 |
+
2026-03-11 17:19:43,120 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 49 |
+
2026-03-11 17:19:43,120 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 0
|
| 50 |
+
2026-03-11 17:19:43,121 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 51 |
+
2026-03-11 17:19:43,121 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 0
|
| 52 |
+
2026-03-11 17:19:43,121 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 1
|
| 53 |
+
2026-03-11 17:19:43,121 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 54 |
+
2026-03-11 17:19:43,121 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 1
|
| 55 |
+
2026-03-11 17:19:43,121 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 56 |
+
2026-03-11 17:19:43,121 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 1
|
| 57 |
+
2026-03-11 17:19:43,121 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 2
|
| 58 |
+
2026-03-11 17:19:43,121 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 59 |
+
2026-03-11 17:19:43,121 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 2
|
| 60 |
+
2026-03-11 17:19:43,121 INFO HandlerThread:1959378 [system_monitor.py:finish():203] Stopping system monitor
|
| 61 |
+
2026-03-11 17:19:43,122 INFO HandlerThread:1959378 [interfaces.py:finish():200] Joined cpu monitor
|
| 62 |
+
2026-03-11 17:19:43,122 DEBUG SystemMonitor:1959378 [system_monitor.py:_start():172] Starting system metrics aggregation loop
|
| 63 |
+
2026-03-11 17:19:43,122 DEBUG SystemMonitor:1959378 [system_monitor.py:_start():179] Finished system metrics aggregation loop
|
| 64 |
+
2026-03-11 17:19:43,122 DEBUG SystemMonitor:1959378 [system_monitor.py:_start():183] Publishing last batch of metrics
|
| 65 |
+
2026-03-11 17:19:43,125 INFO HandlerThread:1959378 [interfaces.py:finish():200] Joined disk monitor
|
| 66 |
+
2026-03-11 17:19:43,886 INFO HandlerThread:1959378 [interfaces.py:finish():200] Joined gpu monitor
|
| 67 |
+
2026-03-11 17:19:43,887 INFO HandlerThread:1959378 [interfaces.py:finish():200] Joined memory monitor
|
| 68 |
+
2026-03-11 17:19:43,887 INFO HandlerThread:1959378 [interfaces.py:finish():200] Joined network monitor
|
| 69 |
+
2026-03-11 17:19:43,887 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 70 |
+
2026-03-11 17:19:43,888 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 2
|
| 71 |
+
2026-03-11 17:19:43,888 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 3
|
| 72 |
+
2026-03-11 17:19:43,888 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 73 |
+
2026-03-11 17:19:43,888 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 3
|
| 74 |
+
2026-03-11 17:19:43,888 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 75 |
+
2026-03-11 17:19:43,888 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 3
|
| 76 |
+
2026-03-11 17:19:43,888 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 4
|
| 77 |
+
2026-03-11 17:19:43,889 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 78 |
+
2026-03-11 17:19:43,889 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 4
|
| 79 |
+
2026-03-11 17:19:43,889 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 80 |
+
2026-03-11 17:19:43,889 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 4
|
| 81 |
+
2026-03-11 17:19:43,889 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 5
|
| 82 |
+
2026-03-11 17:19:43,889 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 83 |
+
2026-03-11 17:19:43,889 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 5
|
| 84 |
+
2026-03-11 17:19:43,890 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 85 |
+
2026-03-11 17:19:43,890 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 5
|
| 86 |
+
2026-03-11 17:19:43,890 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 6
|
| 87 |
+
2026-03-11 17:19:43,890 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 88 |
+
2026-03-11 17:19:43,890 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 6
|
| 89 |
+
2026-03-11 17:19:43,891 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 90 |
+
2026-03-11 17:19:43,891 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 6
|
| 91 |
+
2026-03-11 17:19:43,891 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 7
|
| 92 |
+
2026-03-11 17:19:43,891 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: status_report
|
| 93 |
+
2026-03-11 17:19:43,891 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 94 |
+
2026-03-11 17:19:43,891 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 7
|
| 95 |
+
2026-03-11 17:19:43,891 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: status_report
|
| 96 |
+
2026-03-11 17:19:43,891 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 97 |
+
2026-03-11 17:19:43,891 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 7
|
| 98 |
+
2026-03-11 17:19:43,891 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 8
|
| 99 |
+
2026-03-11 17:19:43,891 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 100 |
+
2026-03-11 17:19:43,891 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 8
|
| 101 |
+
2026-03-11 17:19:43,892 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 102 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 8
|
| 103 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 9
|
| 104 |
+
2026-03-11 17:19:43,892 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 105 |
+
2026-03-11 17:19:43,892 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 9
|
| 106 |
+
2026-03-11 17:19:43,892 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 107 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 9
|
| 108 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 10
|
| 109 |
+
2026-03-11 17:19:43,892 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 110 |
+
2026-03-11 17:19:43,892 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 10
|
| 111 |
+
2026-03-11 17:19:43,892 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 112 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 10
|
| 113 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 11
|
| 114 |
+
2026-03-11 17:19:43,892 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 115 |
+
2026-03-11 17:19:43,892 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 11
|
| 116 |
+
2026-03-11 17:19:43,892 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 117 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 11
|
| 118 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 12
|
| 119 |
+
2026-03-11 17:19:43,892 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 120 |
+
2026-03-11 17:19:43,892 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 12
|
| 121 |
+
2026-03-11 17:19:43,892 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 122 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 12
|
| 123 |
+
2026-03-11 17:19:43,892 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 13
|
| 124 |
+
2026-03-11 17:19:43,892 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 125 |
+
2026-03-11 17:19:43,892 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 13
|
| 126 |
+
2026-03-11 17:19:43,893 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 127 |
+
2026-03-11 17:19:43,893 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 13
|
| 128 |
+
2026-03-11 17:19:43,893 INFO SenderThread:1959378 [sender.py:transition_state():626] send defer: 14
|
| 129 |
+
2026-03-11 17:19:43,893 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: defer
|
| 130 |
+
2026-03-11 17:19:43,893 INFO HandlerThread:1959378 [handler.py:handle_request_defer():184] handle defer: 14
|
| 131 |
+
2026-03-11 17:19:43,893 DEBUG SenderThread:1959378 [sender.py:send():391] send: final
|
| 132 |
+
2026-03-11 17:19:43,893 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: defer
|
| 133 |
+
2026-03-11 17:19:43,893 INFO SenderThread:1959378 [sender.py:send_request_defer():622] handle sender defer: 14
|
| 134 |
+
2026-03-11 17:19:43,894 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: poll_exit
|
| 135 |
+
2026-03-11 17:19:43,894 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: poll_exit
|
| 136 |
+
2026-03-11 17:19:43,894 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: server_info
|
| 137 |
+
2026-03-11 17:19:43,894 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: server_info
|
| 138 |
+
2026-03-11 17:19:43,894 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: poll_exit
|
| 139 |
+
2026-03-11 17:19:43,894 DEBUG SenderThread:1959378 [sender.py:send_request():418] send_request: poll_exit
|
| 140 |
+
2026-03-11 17:19:43,895 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: get_summary
|
| 141 |
+
2026-03-11 17:19:43,895 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: sampled_history
|
| 142 |
+
2026-03-11 17:19:43,895 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: internal_messages
|
| 143 |
+
2026-03-11 17:19:43,896 INFO MainThread:1959378 [wandb_run.py:_footer_history_summary_info():4088] rendering history
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| 144 |
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2026-03-11 17:19:43,896 INFO MainThread:1959378 [wandb_run.py:_footer_history_summary_info():4120] rendering summary
|
| 145 |
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2026-03-11 17:19:43,896 DEBUG HandlerThread:1959378 [handler.py:handle_request():158] handle_request: shutdown
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| 146 |
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2026-03-11 17:19:43,896 INFO HandlerThread:1959378 [handler.py:finish():884] shutting down handler
|
| 147 |
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2026-03-11 17:19:44,895 INFO WriterThread:1959378 [datastore.py:close():296] close: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171902-stage_b_offline/run-stage_b_offline.wandb
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| 148 |
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2026-03-11 17:19:44,895 INFO SenderThread:1959378 [sender.py:finish():1631] shutting down sender
|
bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/logs/debug.log
ADDED
|
@@ -0,0 +1,25 @@
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| 1 |
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2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
|
| 2 |
+
2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_setup.py:_flush():77] Configure stats pid to 1953652
|
| 3 |
+
2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
|
| 4 |
+
2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
|
| 5 |
+
2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true'}
|
| 6 |
+
2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_setup.py:_flush():77] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2026-03-11 17:19:02,328 WARNING MainThread:1953652 [wandb_setup.py:_flush():77] Could not find program at -m main
|
| 8 |
+
2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
|
| 9 |
+
2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171902-stage_b_offline/logs/debug.log
|
| 10 |
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2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_171902-stage_b_offline/logs/debug-internal.log
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| 11 |
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2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_init.py:init():608] calling init triggers
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| 12 |
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2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 8, 'max_epochs': -1, 'max_steps': 60000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${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': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 100, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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': [50, 100, 200], '_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': 'stage_b_offline', 'load': None, 'name': 'train_stage_b_mamba', 'output_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/'}
|
| 14 |
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2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_init.py:init():658] starting backend
|
| 15 |
+
2026-03-11 17:19:02,328 INFO MainThread:1953652 [wandb_init.py:init():662] setting up manager
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| 16 |
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2026-03-11 17:19:02,342 INFO MainThread:1953652 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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| 17 |
+
2026-03-11 17:19:02,351 INFO MainThread:1953652 [wandb_init.py:init():670] backend started and connected
|
| 18 |
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2026-03-11 17:19:02,775 INFO MainThread:1953652 [wandb_init.py:init():768] updated telemetry
|
| 19 |
+
2026-03-11 17:19:02,824 INFO MainThread:1953652 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout
|
| 20 |
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2026-03-11 17:19:02,829 INFO MainThread:1953652 [wandb_init.py:init():852] starting run threads in backend
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| 21 |
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2026-03-11 17:19:09,977 INFO MainThread:1953652 [wandb_run.py:_console_start():2465] atexit reg
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| 22 |
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2026-03-11 17:19:09,978 INFO MainThread:1953652 [wandb_run.py:_redirect():2311] redirect: wrap_raw
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| 23 |
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2026-03-11 17:19:09,978 INFO MainThread:1953652 [wandb_run.py:_redirect():2376] Wrapping output streams.
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| 24 |
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2026-03-11 17:19:09,978 INFO MainThread:1953652 [wandb_run.py:_redirect():2401] Redirects installed.
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| 25 |
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2026-03-11 17:19:09,986 INFO MainThread:1953652 [wandb_init.py:init():895] run started, returning control to user process
|
bimamba_stage_b_72k/wandb/offline-run-20260311_171902-stage_b_offline/run-stage_b_offline.wandb
ADDED
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Binary file (52.5 kB). View file
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bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/files/conda-environment.yaml
ADDED
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name: worldmem
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channels:
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- defaults
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| 4 |
+
prefix: /home/x_fahkh/.conda/envs/worldmem
|
bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/files/wandb-metadata.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-5.14.0-611.30.1.el9_7.x86_64-x86_64-with-glibc2.34",
|
| 3 |
+
"python": "3.10.19",
|
| 4 |
+
"heartbeatAt": "2026-03-11T16:20:42.541604",
|
| 5 |
+
"startedAt": "2026-03-11T16:20:42.174005",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"+name=train_stage_b_mamba",
|
| 10 |
+
"algorithm=df_video_mamba3stage",
|
| 11 |
+
"experiment.num_nodes=1",
|
| 12 |
+
"dataset.save_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft",
|
| 13 |
+
"dataset.n_frames=200",
|
| 14 |
+
"+dataset.n_frames_valid=200",
|
| 15 |
+
"+dataset.angle_range=110",
|
| 16 |
+
"+dataset.pos_range=8",
|
| 17 |
+
"+dataset.wo_updown=false",
|
| 18 |
+
"+dataset.customized_validation=true",
|
| 19 |
+
"+dataset.add_timestamp_embedding=true",
|
| 20 |
+
"+dataset.use_explicit_memory_frames=false",
|
| 21 |
+
"algorithm.training_stage=stage_b_diffusion_frozen_memory",
|
| 22 |
+
"algorithm.use_mamba_memory_pipeline=true",
|
| 23 |
+
"algorithm.use_oracle_pose_eval=false",
|
| 24 |
+
"algorithm.enable_memory_noise_curriculum=false",
|
| 25 |
+
"+algorithm.require_pose_prediction=false",
|
| 26 |
+
"+algorithm.use_memory_attention=false",
|
| 27 |
+
"+algorithm.relative_embedding=false",
|
| 28 |
+
"+algorithm.memory_retrieval_topk=32",
|
| 29 |
+
"algorithm.diff_window_size=8",
|
| 30 |
+
"algorithm.memory_condition_length=0",
|
| 31 |
+
"algorithm.context_frames=100",
|
| 32 |
+
"+algorithm.n_tokens=8",
|
| 33 |
+
"experiment.training.batch_size=8",
|
| 34 |
+
"experiment.training.checkpointing.every_n_train_steps=2500",
|
| 35 |
+
"experiment.training.max_steps=175000",
|
| 36 |
+
"experiment.validation.val_every_n_step=2500",
|
| 37 |
+
"resume=stage_b_offline",
|
| 38 |
+
"+output_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/"
|
| 39 |
+
],
|
| 40 |
+
"state": "running",
|
| 41 |
+
"program": "-m main",
|
| 42 |
+
"codePathLocal": null,
|
| 43 |
+
"git": {
|
| 44 |
+
"remote": "https://huggingface.co/BonanDing/WorldMem_Repro",
|
| 45 |
+
"commit": "1143c3f563b85228610f25319928d29ff73ae0d3"
|
| 46 |
+
},
|
| 47 |
+
"email": "fahad.khan@liu.se",
|
| 48 |
+
"root": "/proj/cvl/users/x_fahkh2/WorldMem_Repro",
|
| 49 |
+
"host": "node109",
|
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2026-03-11 17:20:42,648 INFO HandlerThread:1967616 [system_monitor.py:probe():224] Finished collecting system info
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2026-03-11 17:20:42,648 INFO HandlerThread:1967616 [system_monitor.py:probe():227] Publishing system info
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2026-03-11 17:20:42,649 DEBUG HandlerThread:1967616 [system_info.py:_save_conda():209] Saving list of conda packages installed into the current environment
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2026-03-11 17:20:47,581 DEBUG HandlerThread:1967616 [system_info.py:_save_conda():224] Saving conda packages done
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2026-03-11 17:20:47,586 INFO HandlerThread:1967616 [system_monitor.py:probe():229] Finished publishing system info
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2026-03-11 17:20:47,596 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:20:47,596 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: keepalive
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2026-03-11 17:20:47,596 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:20:48,965 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: python_packages
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2026-03-11 17:20:52,598 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:20:52,598 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:20:57,599 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:20:57,600 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:21:02,601 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:21:02,601 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:21:07,602 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:21:07,603 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:21:12,604 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:21:12,604 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:21:17,606 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 17:21:17,606 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: status_report
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2026-03-11 17:21:20,203 DEBUG SenderThread:1967616 [sender.py:send():391] send: exit
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2026-03-11 17:21:20,203 INFO SenderThread:1967616 [sender.py:send_exit():598] handling exit code: 1
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2026-03-11 17:21:20,204 INFO SenderThread:1967616 [sender.py:send_exit():600] handling runtime: 37
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2026-03-11 17:21:20,209 INFO SenderThread:1967616 [sender.py:_save_file():1466] saving file wandb-summary.json with policy end
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2026-03-11 17:21:20,209 INFO SenderThread:1967616 [sender.py:send_exit():606] send defer
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2026-03-11 17:21:20,209 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:21:20,209 INFO HandlerThread:1967616 [handler.py:handle_request_defer():184] handle defer: 0
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2026-03-11 17:21:20,210 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:21:20,210 INFO SenderThread:1967616 [sender.py:send_request_defer():622] handle sender defer: 0
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2026-03-11 17:21:20,210 INFO SenderThread:1967616 [sender.py:transition_state():626] send defer: 1
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2026-03-11 17:21:20,210 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:21:20,210 INFO HandlerThread:1967616 [handler.py:handle_request_defer():184] handle defer: 1
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2026-03-11 17:21:20,210 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:21:20,210 INFO SenderThread:1967616 [sender.py:send_request_defer():622] handle sender defer: 1
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2026-03-11 17:21:20,210 INFO SenderThread:1967616 [sender.py:transition_state():626] send defer: 2
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2026-03-11 17:21:20,211 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:21:20,211 INFO HandlerThread:1967616 [handler.py:handle_request_defer():184] handle defer: 2
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2026-03-11 17:21:20,211 INFO HandlerThread:1967616 [system_monitor.py:finish():203] Stopping system monitor
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2026-03-11 17:21:20,211 DEBUG SystemMonitor:1967616 [system_monitor.py:_start():172] Starting system metrics aggregation loop
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2026-03-11 17:21:20,211 DEBUG SystemMonitor:1967616 [system_monitor.py:_start():179] Finished system metrics aggregation loop
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2026-03-11 17:21:20,211 DEBUG SystemMonitor:1967616 [system_monitor.py:_start():183] Publishing last batch of metrics
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2026-03-11 17:21:20,212 INFO HandlerThread:1967616 [interfaces.py:finish():200] Joined cpu monitor
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2026-03-11 17:21:20,215 INFO HandlerThread:1967616 [interfaces.py:finish():200] Joined disk monitor
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2026-03-11 17:21:21,307 INFO HandlerThread:1967616 [handler.py:handle_request_defer():184] handle defer: 11
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2026-03-11 17:21:21,307 INFO SenderThread:1967616 [sender.py:send_request_defer():622] handle sender defer: 11
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2026-03-11 17:21:21,307 INFO SenderThread:1967616 [sender.py:transition_state():626] send defer: 12
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2026-03-11 17:21:21,307 INFO HandlerThread:1967616 [handler.py:handle_request_defer():184] handle defer: 12
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2026-03-11 17:21:21,307 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:21:21,307 INFO SenderThread:1967616 [sender.py:send_request_defer():622] handle sender defer: 12
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2026-03-11 17:21:21,307 INFO SenderThread:1967616 [sender.py:transition_state():626] send defer: 13
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2026-03-11 17:21:21,307 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:21:21,307 INFO HandlerThread:1967616 [handler.py:handle_request_defer():184] handle defer: 13
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2026-03-11 17:21:21,307 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:21:21,307 INFO SenderThread:1967616 [sender.py:send_request_defer():622] handle sender defer: 13
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2026-03-11 17:21:21,307 INFO SenderThread:1967616 [sender.py:transition_state():626] send defer: 14
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2026-03-11 17:21:21,307 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 17:21:21,307 INFO HandlerThread:1967616 [handler.py:handle_request_defer():184] handle defer: 14
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2026-03-11 17:21:21,308 DEBUG SenderThread:1967616 [sender.py:send():391] send: final
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2026-03-11 17:21:21,308 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: defer
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2026-03-11 17:21:21,308 INFO SenderThread:1967616 [sender.py:send_request_defer():622] handle sender defer: 14
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2026-03-11 17:21:21,308 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: poll_exit
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2026-03-11 17:21:21,308 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: poll_exit
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2026-03-11 17:21:21,309 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: server_info
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2026-03-11 17:21:21,309 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: server_info
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2026-03-11 17:21:21,309 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: poll_exit
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2026-03-11 17:21:21,309 DEBUG SenderThread:1967616 [sender.py:send_request():418] send_request: poll_exit
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2026-03-11 17:21:21,310 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: get_summary
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2026-03-11 17:21:21,310 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: sampled_history
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2026-03-11 17:21:21,310 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: internal_messages
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2026-03-11 17:21:21,310 INFO MainThread:1967616 [wandb_run.py:_footer_history_summary_info():4088] rendering history
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2026-03-11 17:21:21,310 INFO MainThread:1967616 [wandb_run.py:_footer_history_summary_info():4120] rendering summary
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2026-03-11 17:21:21,311 DEBUG HandlerThread:1967616 [handler.py:handle_request():158] handle_request: shutdown
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2026-03-11 17:21:21,311 INFO HandlerThread:1967616 [handler.py:finish():884] shutting down handler
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2026-03-11 17:21:22,310 INFO WriterThread:1967616 [datastore.py:close():296] close: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_172042-stage_b_offline/run-stage_b_offline.wandb
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2026-03-11 17:21:22,310 INFO SenderThread:1967616 [sender.py:finish():1631] shutting down sender
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bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/logs/debug.log
ADDED
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2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
|
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2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_setup.py:_flush():77] Configure stats pid to 1963670
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| 3 |
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2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
|
| 4 |
+
2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
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2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true'}
|
| 6 |
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2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_setup.py:_flush():77] Applying setup settings: {'_disable_service': False}
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| 7 |
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2026-03-11 17:20:42,229 WARNING MainThread:1963670 [wandb_setup.py:_flush():77] Could not find program at -m main
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| 8 |
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2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
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| 9 |
+
2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_172042-stage_b_offline/logs/debug.log
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| 10 |
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2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_172042-stage_b_offline/logs/debug-internal.log
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| 11 |
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2026-03-11 17:20:42,229 INFO MainThread:1963670 [wandb_init.py:init():608] calling init triggers
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2026-03-11 17:20:42,230 INFO MainThread:1963670 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
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| 13 |
+
config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 8, 'max_epochs': -1, 'max_steps': 175000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${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': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 100, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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': [50, 100, 200], '_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': 'stage_b_offline', 'load': None, 'name': 'train_stage_b_mamba', 'output_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/'}
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| 14 |
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2026-03-11 17:20:42,230 INFO MainThread:1963670 [wandb_init.py:init():658] starting backend
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| 15 |
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2026-03-11 17:20:42,230 INFO MainThread:1963670 [wandb_init.py:init():662] setting up manager
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2026-03-11 17:20:42,255 INFO MainThread:1963670 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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2026-03-11 17:20:42,261 INFO MainThread:1963670 [wandb_init.py:init():670] backend started and connected
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2026-03-11 17:20:42,293 INFO MainThread:1963670 [wandb_init.py:init():768] updated telemetry
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2026-03-11 17:20:42,383 INFO MainThread:1963670 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout
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2026-03-11 17:20:42,389 INFO MainThread:1963670 [wandb_init.py:init():852] starting run threads in backend
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2026-03-11 17:20:48,965 INFO MainThread:1963670 [wandb_run.py:_console_start():2465] atexit reg
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2026-03-11 17:20:48,966 INFO MainThread:1963670 [wandb_run.py:_redirect():2376] Wrapping output streams.
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2026-03-11 17:20:48,966 INFO MainThread:1963670 [wandb_run.py:_redirect():2401] Redirects installed.
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2026-03-11 17:20:48,975 INFO MainThread:1963670 [wandb_init.py:init():895] run started, returning control to user process
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2026-03-11 17:21:22,322 WARNING MsgRouterThr:1963670 [router.py:message_loop():77] message_loop has been closed
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bimamba_stage_b_72k/wandb/offline-run-20260311_172042-stage_b_offline/run-stage_b_offline.wandb
ADDED
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Binary file (52.4 kB). View file
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bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/files/conda-environment.yaml
ADDED
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name: worldmem
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channels:
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- defaults
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prefix: /home/x_fahkh/.conda/envs/worldmem
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bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/files/wandb-metadata.json
ADDED
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| 1191 |
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| 1192 |
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{
|
| 1193 |
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"name": "NVIDIA H200",
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| 1194 |
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|
| 1195 |
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| 1196 |
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{
|
| 1197 |
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"name": "NVIDIA H200",
|
| 1198 |
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|
| 1199 |
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|
| 1200 |
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{
|
| 1201 |
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"name": "NVIDIA H200",
|
| 1202 |
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"memory_total": 150754820096
|
| 1203 |
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},
|
| 1204 |
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{
|
| 1205 |
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"name": "NVIDIA H200",
|
| 1206 |
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"memory_total": 150754820096
|
| 1207 |
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},
|
| 1208 |
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{
|
| 1209 |
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"name": "NVIDIA H200",
|
| 1210 |
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"memory_total": 150754820096
|
| 1211 |
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|
| 1212 |
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{
|
| 1213 |
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"name": "NVIDIA H200",
|
| 1214 |
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"memory_total": 150754820096
|
| 1215 |
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|
| 1216 |
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{
|
| 1217 |
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"name": "NVIDIA H200",
|
| 1218 |
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"memory_total": 150754820096
|
| 1219 |
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|
| 1220 |
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{
|
| 1221 |
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"name": "NVIDIA H200",
|
| 1222 |
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"memory_total": 150754820096
|
| 1223 |
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}
|
| 1224 |
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],
|
| 1225 |
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"memory": {
|
| 1226 |
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"total": 2015.5592231750488
|
| 1227 |
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|
| 1228 |
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|
bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/files/wandb-summary.json
ADDED
|
@@ -0,0 +1 @@
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|
| 1 |
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{"_wandb": {"runtime": 39}}
|
bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/logs/debug-internal.log
ADDED
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@@ -0,0 +1,148 @@
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2026-03-11 19:10:40,806 INFO StreamThr :2290724 [internal.py:wandb_internal():85] W&B internal server running at pid: 2290724, started at: 2026-03-11 19:10:40.804251
|
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2026-03-11 19:10:40,808 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status
|
| 3 |
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2026-03-11 19:10:40,830 INFO WriterThread:2290724 [datastore.py:open_for_write():87] open: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191040-stage_b_offline/run-stage_b_offline.wandb
|
| 4 |
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2026-03-11 19:10:40,941 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: run_start
|
| 5 |
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2026-03-11 19:10:40,978 DEBUG HandlerThread:2290724 [system_info.py:__init__():26] System info init
|
| 6 |
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2026-03-11 19:10:40,978 DEBUG HandlerThread:2290724 [system_info.py:__init__():41] System info init done
|
| 7 |
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2026-03-11 19:10:40,978 INFO HandlerThread:2290724 [system_monitor.py:start():194] Starting system monitor
|
| 8 |
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2026-03-11 19:10:40,978 INFO SystemMonitor:2290724 [system_monitor.py:_start():158] Starting system asset monitoring threads
|
| 9 |
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2026-03-11 19:10:40,978 INFO HandlerThread:2290724 [system_monitor.py:probe():214] Collecting system info
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| 10 |
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2026-03-11 19:10:40,979 INFO SystemMonitor:2290724 [interfaces.py:start():188] Started cpu monitoring
|
| 11 |
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2026-03-11 19:10:40,979 INFO SystemMonitor:2290724 [interfaces.py:start():188] Started disk monitoring
|
| 12 |
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2026-03-11 19:10:40,980 INFO SystemMonitor:2290724 [interfaces.py:start():188] Started gpu monitoring
|
| 13 |
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2026-03-11 19:10:40,981 INFO SystemMonitor:2290724 [interfaces.py:start():188] Started memory monitoring
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| 14 |
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2026-03-11 19:10:40,982 INFO SystemMonitor:2290724 [interfaces.py:start():188] Started network monitoring
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| 15 |
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2026-03-11 19:10:41,029 DEBUG HandlerThread:2290724 [system_info.py:probe():152] Probing system
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2026-03-11 19:10:41,091 DEBUG HandlerThread:2290724 [system_info.py:_probe_git():145] Probing git done
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2026-03-11 19:10:41,091 DEBUG HandlerThread:2290724 [system_info.py:probe():200] Probing system done
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2026-03-11 19:10:41,091 DEBUG HandlerThread:2290724 [system_monitor.py:probe():223] {'os': 'Linux-5.14.0-611.30.1.el9_7.x86_64-x86_64-with-glibc2.34', 'python': '3.10.19', 'heartbeatAt': '2026-03-11T18:10:41.029774', 'startedAt': '2026-03-11T18:10:40.758729', 'docker': None, 'cuda': None, 'args': ('+name=train_stage_b_mamba', 'algorithm=df_video_mamba3stage', '+customized_load=true', '+seperate_load=false', 'experiment.num_nodes=1', 'load=/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_a_128/checkpoints/epoch0_step2000.ckpt', 'dataset.save_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft', 'dataset.n_frames=200', '+dataset.n_frames_valid=200', '+dataset.angle_range=110', '+dataset.pos_range=2', '+dataset.wo_updown=false', '+dataset.customized_validation=true', '+dataset.add_timestamp_embedding=true', '+dataset.use_explicit_memory_frames=false', 'algorithm.training_stage=stage_b_diffusion_frozen_memory', 'algorithm.use_mamba_memory_pipeline=true', 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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': 3801.967, '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': 3800.0, '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': 3800.0, 'min': 800.0, 'max': 3800.0}, {'current': 3465.789, 'min': 800.0, 'max': 3800.0}, {'current': 3388.926, 'min': 800.0, 'max': 3800.0}, {'current': 3800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 3804.481, 'min': 800.0, 'max': 3800.0}, {'current': 3795.735, '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': 3800.038, 'min': 800.0, 'max': 3800.0}], 'disk': {'/': {'total': 30.58770751953125, 'used': 16.836650848388672}}, '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': 2015.5592231750488}}
|
| 20 |
+
2026-03-11 19:10:41,091 INFO HandlerThread:2290724 [system_monitor.py:probe():224] Finished collecting system info
|
| 21 |
+
2026-03-11 19:10:41,091 INFO HandlerThread:2290724 [system_monitor.py:probe():227] Publishing system info
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| 22 |
+
2026-03-11 19:10:41,091 DEBUG HandlerThread:2290724 [system_info.py:_save_conda():209] Saving list of conda packages installed into the current environment
|
| 23 |
+
2026-03-11 19:10:46,123 DEBUG HandlerThread:2290724 [system_info.py:_save_conda():224] Saving conda packages done
|
| 24 |
+
2026-03-11 19:10:46,129 INFO HandlerThread:2290724 [system_monitor.py:probe():229] Finished publishing system info
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| 25 |
+
2026-03-11 19:10:46,138 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
|
| 26 |
+
2026-03-11 19:10:46,138 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: keepalive
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| 27 |
+
2026-03-11 19:10:46,138 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
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| 28 |
+
2026-03-11 19:10:47,244 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: python_packages
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| 29 |
+
2026-03-11 19:10:51,139 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
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| 30 |
+
2026-03-11 19:10:51,140 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
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| 31 |
+
2026-03-11 19:10:56,141 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
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| 32 |
+
2026-03-11 19:10:56,141 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
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| 33 |
+
2026-03-11 19:11:01,142 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
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| 34 |
+
2026-03-11 19:11:01,143 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
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| 35 |
+
2026-03-11 19:11:06,144 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
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| 36 |
+
2026-03-11 19:11:06,145 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
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| 37 |
+
2026-03-11 19:11:11,146 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
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| 38 |
+
2026-03-11 19:11:11,147 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
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| 39 |
+
2026-03-11 19:11:16,148 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
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| 40 |
+
2026-03-11 19:11:16,149 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
|
| 41 |
+
2026-03-11 19:11:20,773 DEBUG SenderThread:2290724 [sender.py:send():391] send: exit
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| 42 |
+
2026-03-11 19:11:20,773 INFO SenderThread:2290724 [sender.py:send_exit():598] handling exit code: 1
|
| 43 |
+
2026-03-11 19:11:20,774 INFO SenderThread:2290724 [sender.py:send_exit():600] handling runtime: 39
|
| 44 |
+
2026-03-11 19:11:20,780 INFO SenderThread:2290724 [sender.py:_save_file():1466] saving file wandb-summary.json with policy end
|
| 45 |
+
2026-03-11 19:11:20,780 INFO SenderThread:2290724 [sender.py:send_exit():606] send defer
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| 46 |
+
2026-03-11 19:11:20,780 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 47 |
+
2026-03-11 19:11:20,781 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 0
|
| 48 |
+
2026-03-11 19:11:20,781 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
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| 49 |
+
2026-03-11 19:11:20,781 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 0
|
| 50 |
+
2026-03-11 19:11:20,781 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 1
|
| 51 |
+
2026-03-11 19:11:20,781 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 52 |
+
2026-03-11 19:11:20,781 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 1
|
| 53 |
+
2026-03-11 19:11:20,781 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 54 |
+
2026-03-11 19:11:20,781 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 1
|
| 55 |
+
2026-03-11 19:11:20,781 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 2
|
| 56 |
+
2026-03-11 19:11:20,782 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 57 |
+
2026-03-11 19:11:20,782 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 2
|
| 58 |
+
2026-03-11 19:11:20,782 INFO HandlerThread:2290724 [system_monitor.py:finish():203] Stopping system monitor
|
| 59 |
+
2026-03-11 19:11:20,782 DEBUG SystemMonitor:2290724 [system_monitor.py:_start():172] Starting system metrics aggregation loop
|
| 60 |
+
2026-03-11 19:11:20,783 DEBUG SystemMonitor:2290724 [system_monitor.py:_start():179] Finished system metrics aggregation loop
|
| 61 |
+
2026-03-11 19:11:20,783 DEBUG SystemMonitor:2290724 [system_monitor.py:_start():183] Publishing last batch of metrics
|
| 62 |
+
2026-03-11 19:11:20,786 INFO HandlerThread:2290724 [interfaces.py:finish():200] Joined cpu monitor
|
| 63 |
+
2026-03-11 19:11:20,786 INFO HandlerThread:2290724 [interfaces.py:finish():200] Joined disk monitor
|
| 64 |
+
2026-03-11 19:11:22,640 INFO HandlerThread:2290724 [interfaces.py:finish():200] Joined gpu monitor
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| 65 |
+
2026-03-11 19:11:22,640 INFO HandlerThread:2290724 [interfaces.py:finish():200] Joined memory monitor
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| 66 |
+
2026-03-11 19:11:22,640 INFO HandlerThread:2290724 [interfaces.py:finish():200] Joined network monitor
|
| 67 |
+
2026-03-11 19:11:22,640 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: poll_exit
|
| 68 |
+
2026-03-11 19:11:22,640 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
|
| 69 |
+
2026-03-11 19:11:22,641 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 70 |
+
2026-03-11 19:11:22,641 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 2
|
| 71 |
+
2026-03-11 19:11:22,641 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 3
|
| 72 |
+
2026-03-11 19:11:22,641 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: poll_exit
|
| 73 |
+
2026-03-11 19:11:22,641 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
|
| 74 |
+
2026-03-11 19:11:22,641 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 75 |
+
2026-03-11 19:11:22,641 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 3
|
| 76 |
+
2026-03-11 19:11:22,642 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
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| 77 |
+
2026-03-11 19:11:22,642 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 3
|
| 78 |
+
2026-03-11 19:11:22,642 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 4
|
| 79 |
+
2026-03-11 19:11:22,642 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 80 |
+
2026-03-11 19:11:22,642 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 4
|
| 81 |
+
2026-03-11 19:11:22,642 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
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| 82 |
+
2026-03-11 19:11:22,643 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 4
|
| 83 |
+
2026-03-11 19:11:22,643 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 5
|
| 84 |
+
2026-03-11 19:11:22,643 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 85 |
+
2026-03-11 19:11:22,643 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 5
|
| 86 |
+
2026-03-11 19:11:22,643 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
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| 87 |
+
2026-03-11 19:11:22,643 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 5
|
| 88 |
+
2026-03-11 19:11:22,643 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 6
|
| 89 |
+
2026-03-11 19:11:22,644 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 90 |
+
2026-03-11 19:11:22,644 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 6
|
| 91 |
+
2026-03-11 19:11:22,644 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
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| 92 |
+
2026-03-11 19:11:22,644 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 6
|
| 93 |
+
2026-03-11 19:11:22,644 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 7
|
| 94 |
+
2026-03-11 19:11:22,644 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: status_report
|
| 95 |
+
2026-03-11 19:11:22,644 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 96 |
+
2026-03-11 19:11:22,645 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 7
|
| 97 |
+
2026-03-11 19:11:22,645 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: status_report
|
| 98 |
+
2026-03-11 19:11:22,645 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 99 |
+
2026-03-11 19:11:22,645 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 7
|
| 100 |
+
2026-03-11 19:11:22,645 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 8
|
| 101 |
+
2026-03-11 19:11:22,645 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 102 |
+
2026-03-11 19:11:22,645 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 8
|
| 103 |
+
2026-03-11 19:11:22,645 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 104 |
+
2026-03-11 19:11:22,645 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 8
|
| 105 |
+
2026-03-11 19:11:22,645 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 9
|
| 106 |
+
2026-03-11 19:11:22,645 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 107 |
+
2026-03-11 19:11:22,645 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 9
|
| 108 |
+
2026-03-11 19:11:22,646 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 109 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 9
|
| 110 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 10
|
| 111 |
+
2026-03-11 19:11:22,646 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 112 |
+
2026-03-11 19:11:22,646 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 10
|
| 113 |
+
2026-03-11 19:11:22,646 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 114 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 10
|
| 115 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 11
|
| 116 |
+
2026-03-11 19:11:22,646 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 117 |
+
2026-03-11 19:11:22,646 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 11
|
| 118 |
+
2026-03-11 19:11:22,646 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 119 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 11
|
| 120 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 12
|
| 121 |
+
2026-03-11 19:11:22,646 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 122 |
+
2026-03-11 19:11:22,646 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 12
|
| 123 |
+
2026-03-11 19:11:22,646 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 124 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 12
|
| 125 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 13
|
| 126 |
+
2026-03-11 19:11:22,646 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 127 |
+
2026-03-11 19:11:22,646 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 13
|
| 128 |
+
2026-03-11 19:11:22,646 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 129 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 13
|
| 130 |
+
2026-03-11 19:11:22,646 INFO SenderThread:2290724 [sender.py:transition_state():626] send defer: 14
|
| 131 |
+
2026-03-11 19:11:22,647 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: defer
|
| 132 |
+
2026-03-11 19:11:22,647 INFO HandlerThread:2290724 [handler.py:handle_request_defer():184] handle defer: 14
|
| 133 |
+
2026-03-11 19:11:22,647 DEBUG SenderThread:2290724 [sender.py:send():391] send: final
|
| 134 |
+
2026-03-11 19:11:22,647 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: defer
|
| 135 |
+
2026-03-11 19:11:22,647 INFO SenderThread:2290724 [sender.py:send_request_defer():622] handle sender defer: 14
|
| 136 |
+
2026-03-11 19:11:22,647 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: poll_exit
|
| 137 |
+
2026-03-11 19:11:22,648 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: poll_exit
|
| 138 |
+
2026-03-11 19:11:22,648 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: server_info
|
| 139 |
+
2026-03-11 19:11:22,648 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: server_info
|
| 140 |
+
2026-03-11 19:11:22,648 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: poll_exit
|
| 141 |
+
2026-03-11 19:11:22,648 DEBUG SenderThread:2290724 [sender.py:send_request():418] send_request: poll_exit
|
| 142 |
+
2026-03-11 19:11:22,649 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: get_summary
|
| 143 |
+
2026-03-11 19:11:22,649 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: sampled_history
|
| 144 |
+
2026-03-11 19:11:22,649 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: internal_messages
|
| 145 |
+
2026-03-11 19:11:22,650 INFO MainThread:2290724 [wandb_run.py:_footer_history_summary_info():4088] rendering history
|
| 146 |
+
2026-03-11 19:11:22,650 INFO MainThread:2290724 [wandb_run.py:_footer_history_summary_info():4120] rendering summary
|
| 147 |
+
2026-03-11 19:11:22,650 DEBUG HandlerThread:2290724 [handler.py:handle_request():158] handle_request: shutdown
|
| 148 |
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2026-03-11 19:11:22,650 INFO HandlerThread:2290724 [handler.py:finish():884] shutting down handler
|
bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/logs/debug.log
ADDED
|
@@ -0,0 +1,25 @@
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| 1 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
|
| 2 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_setup.py:_flush():77] Configure stats pid to 2285010
|
| 3 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
|
| 4 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
|
| 5 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_setup.py:_flush():77] Loading settings from environment variables: {'disabled': 'true'}
|
| 6 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_setup.py:_flush():77] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2026-03-11 19:10:40,789 WARNING MainThread:2285010 [wandb_setup.py:_flush():77] Could not find program at -m main
|
| 8 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
|
| 9 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191040-stage_b_offline/logs/debug.log
|
| 10 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191040-stage_b_offline/logs/debug-internal.log
|
| 11 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_init.py:init():608] calling init triggers
|
| 12 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 8, 'max_epochs': -1, 'max_steps': 30000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${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': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 100, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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': [50, 100, 200], '_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_128/checkpoints/epoch0_step2000.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 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_init.py:init():658] starting backend
|
| 15 |
+
2026-03-11 19:10:40,789 INFO MainThread:2285010 [wandb_init.py:init():662] setting up manager
|
| 16 |
+
2026-03-11 19:10:40,803 INFO MainThread:2285010 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2026-03-11 19:10:40,808 INFO MainThread:2285010 [wandb_init.py:init():670] backend started and connected
|
| 18 |
+
2026-03-11 19:10:40,829 INFO MainThread:2285010 [wandb_init.py:init():768] updated telemetry
|
| 19 |
+
2026-03-11 19:10:40,886 INFO MainThread:2285010 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2026-03-11 19:10:40,891 INFO MainThread:2285010 [wandb_init.py:init():852] starting run threads in backend
|
| 21 |
+
2026-03-11 19:10:47,244 INFO MainThread:2285010 [wandb_run.py:_console_start():2465] atexit reg
|
| 22 |
+
2026-03-11 19:10:47,244 INFO MainThread:2285010 [wandb_run.py:_redirect():2311] redirect: wrap_raw
|
| 23 |
+
2026-03-11 19:10:47,244 INFO MainThread:2285010 [wandb_run.py:_redirect():2376] Wrapping output streams.
|
| 24 |
+
2026-03-11 19:10:47,244 INFO MainThread:2285010 [wandb_run.py:_redirect():2401] Redirects installed.
|
| 25 |
+
2026-03-11 19:10:47,252 INFO MainThread:2285010 [wandb_init.py:init():895] run started, returning control to user process
|
bimamba_stage_b_72k/wandb/offline-run-20260311_191040-stage_b_offline/run-stage_b_offline.wandb
ADDED
|
Binary file (37.2 kB). View file
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|
bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/files/conda-environment.yaml
ADDED
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@@ -0,0 +1,4 @@
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| 1 |
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name: worldmem
|
| 2 |
+
channels:
|
| 3 |
+
- defaults
|
| 4 |
+
prefix: /home/x_fahkh/.conda/envs/worldmem
|
bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/files/wandb-metadata.json
ADDED
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@@ -0,0 +1,1226 @@
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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-5.14.0-611.30.1.el9_7.x86_64-x86_64-with-glibc2.34",
|
| 3 |
+
"python": "3.10.19",
|
| 4 |
+
"heartbeatAt": "2026-03-11T18:12:16.155774",
|
| 5 |
+
"startedAt": "2026-03-11T18:12:15.891055",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"+name=train_stage_b_mamba",
|
| 10 |
+
"algorithm=df_video_mamba3stage",
|
| 11 |
+
"experiment.num_nodes=1",
|
| 12 |
+
"dataset.save_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft",
|
| 13 |
+
"dataset.n_frames=200",
|
| 14 |
+
"+dataset.n_frames_valid=200",
|
| 15 |
+
"+dataset.angle_range=110",
|
| 16 |
+
"+dataset.pos_range=8",
|
| 17 |
+
"+dataset.wo_updown=false",
|
| 18 |
+
"+dataset.customized_validation=true",
|
| 19 |
+
"+dataset.add_timestamp_embedding=true",
|
| 20 |
+
"+dataset.use_explicit_memory_frames=false",
|
| 21 |
+
"algorithm.training_stage=stage_b_diffusion_frozen_memory",
|
| 22 |
+
"algorithm.use_mamba_memory_pipeline=true",
|
| 23 |
+
"algorithm.use_oracle_pose_eval=false",
|
| 24 |
+
"algorithm.enable_memory_noise_curriculum=false",
|
| 25 |
+
"+algorithm.require_pose_prediction=false",
|
| 26 |
+
"+algorithm.use_memory_attention=false",
|
| 27 |
+
"+algorithm.relative_embedding=false",
|
| 28 |
+
"+algorithm.memory_retrieval_topk=32",
|
| 29 |
+
"algorithm.diff_window_size=8",
|
| 30 |
+
"algorithm.memory_condition_length=0",
|
| 31 |
+
"algorithm.context_frames=100",
|
| 32 |
+
"+algorithm.n_tokens=8",
|
| 33 |
+
"experiment.training.batch_size=8",
|
| 34 |
+
"experiment.training.checkpointing.every_n_train_steps=2500",
|
| 35 |
+
"experiment.training.max_steps=60000",
|
| 36 |
+
"experiment.validation.val_every_n_step=2500",
|
| 37 |
+
"resume=stage_b_offline",
|
| 38 |
+
"+output_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/"
|
| 39 |
+
],
|
| 40 |
+
"state": "running",
|
| 41 |
+
"program": "-m main",
|
| 42 |
+
"codePathLocal": null,
|
| 43 |
+
"git": {
|
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bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/logs/debug-internal.log
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2026-03-11 19:12:16,221 INFO HandlerThread:2300870 [system_monitor.py:probe():224] Finished collecting system info
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2026-03-11 19:12:16,221 INFO HandlerThread:2300870 [system_monitor.py:probe():227] Publishing system info
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2026-03-11 19:12:16,222 DEBUG HandlerThread:2300870 [system_info.py:_save_conda():209] Saving list of conda packages installed into the current environment
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2026-03-11 19:12:21,554 DEBUG HandlerThread:2300870 [system_info.py:_save_conda():224] Saving conda packages done
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2026-03-11 19:12:21,561 INFO HandlerThread:2300870 [system_monitor.py:probe():229] Finished publishing system info
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2026-03-11 19:12:21,570 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 19:12:21,570 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: keepalive
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2026-03-11 19:12:21,571 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: status_report
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2026-03-11 19:12:22,718 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: python_packages
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2026-03-11 19:12:26,572 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 19:12:26,572 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: status_report
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2026-03-11 19:12:31,573 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 19:12:31,574 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: status_report
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2026-03-11 19:12:36,575 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 19:12:36,575 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: status_report
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2026-03-11 19:12:41,576 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 19:12:41,577 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: status_report
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2026-03-11 19:12:46,578 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 19:12:46,578 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: status_report
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2026-03-11 19:12:51,580 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: status_report
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2026-03-11 19:12:51,580 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: status_report
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2026-03-11 19:12:52,195 DEBUG SenderThread:2300870 [sender.py:send():391] send: exit
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2026-03-11 19:12:52,195 INFO SenderThread:2300870 [sender.py:send_exit():598] handling exit code: 1
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2026-03-11 19:12:52,195 INFO SenderThread:2300870 [sender.py:send_exit():600] handling runtime: 36
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2026-03-11 19:12:52,201 INFO SenderThread:2300870 [sender.py:_save_file():1466] saving file wandb-summary.json with policy end
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2026-03-11 19:12:52,201 INFO SenderThread:2300870 [sender.py:send_exit():606] send defer
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2026-03-11 19:12:52,201 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 19:12:52,201 INFO HandlerThread:2300870 [handler.py:handle_request_defer():184] handle defer: 0
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2026-03-11 19:12:52,202 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: defer
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2026-03-11 19:12:52,202 INFO SenderThread:2300870 [sender.py:send_request_defer():622] handle sender defer: 0
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2026-03-11 19:12:52,202 INFO SenderThread:2300870 [sender.py:transition_state():626] send defer: 1
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2026-03-11 19:12:52,202 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 19:12:52,202 INFO HandlerThread:2300870 [handler.py:handle_request_defer():184] handle defer: 1
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2026-03-11 19:12:52,202 DEBUG SenderThread:2300870 [sender.py:send_request():418] send_request: defer
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2026-03-11 19:12:52,202 INFO SenderThread:2300870 [sender.py:send_request_defer():622] handle sender defer: 1
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2026-03-11 19:12:52,202 INFO SenderThread:2300870 [sender.py:transition_state():626] send defer: 2
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2026-03-11 19:12:52,202 DEBUG HandlerThread:2300870 [handler.py:handle_request():158] handle_request: defer
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2026-03-11 19:12:52,202 INFO HandlerThread:2300870 [handler.py:handle_request_defer():184] handle defer: 2
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2026-03-11 19:12:52,202 INFO HandlerThread:2300870 [system_monitor.py:finish():203] Stopping system monitor
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2026-03-11 19:12:52,203 DEBUG SystemMonitor:2300870 [system_monitor.py:_start():172] Starting system metrics aggregation loop
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+
2026-03-11 19:12:52,204 DEBUG SystemMonitor:2300870 [system_monitor.py:_start():179] Finished system metrics aggregation loop
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+
2026-03-11 19:12:52,204 DEBUG SystemMonitor:2300870 [system_monitor.py:_start():183] Publishing last batch of metrics
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2026-03-11 19:12:52,203 INFO HandlerThread:2300870 [interfaces.py:finish():200] Joined cpu monitor
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2026-03-11 19:12:53,199 DEBUG SenderThread:2300870 [sender.py:send():391] send: final
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2026-03-11 19:12:54,201 INFO WriterThread:2300870 [datastore.py:close():296] close: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191215-stage_b_offline/run-stage_b_offline.wandb
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bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/logs/debug.log
ADDED
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_setup.py:_flush():77] Configure stats pid to 2295133
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
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2026-03-11 19:12:15,921 WARNING MainThread:2295133 [wandb_setup.py:_flush():77] Could not find program at -m main
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191215-stage_b_offline/logs/debug.log
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191215-stage_b_offline/logs/debug-internal.log
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_init.py:init():608] calling init triggers
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
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config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 8, 'max_epochs': -1, 'max_steps': 60000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${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': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 100, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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': [50, 100, 200], '_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': 'stage_b_offline', 'load': None, 'name': 'train_stage_b_mamba', 'output_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/'}
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2026-03-11 19:12:15,921 INFO MainThread:2295133 [wandb_init.py:init():658] starting backend
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bimamba_stage_b_72k/wandb/offline-run-20260311_191215-stage_b_offline/run-stage_b_offline.wandb
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name: worldmem
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prefix: /home/x_fahkh/.conda/envs/worldmem
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| 1 |
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{
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| 1193 |
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| 1194 |
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| 1195 |
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"name": "NVIDIA H200",
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| 1196 |
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| 1197 |
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| 1198 |
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{
|
| 1199 |
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"name": "NVIDIA H200",
|
| 1200 |
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"memory_total": 150754820096
|
| 1201 |
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|
| 1202 |
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{
|
| 1203 |
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"name": "NVIDIA H200",
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| 1204 |
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|
| 1205 |
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|
| 1206 |
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{
|
| 1207 |
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"name": "NVIDIA H200",
|
| 1208 |
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"memory_total": 150754820096
|
| 1209 |
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|
| 1210 |
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{
|
| 1211 |
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"name": "NVIDIA H200",
|
| 1212 |
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|
| 1213 |
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|
| 1214 |
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{
|
| 1215 |
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"name": "NVIDIA H200",
|
| 1216 |
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|
| 1217 |
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|
| 1218 |
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{
|
| 1219 |
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"name": "NVIDIA H200",
|
| 1220 |
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"memory_total": 150754820096
|
| 1221 |
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|
| 1222 |
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| 1223 |
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"memory": {
|
| 1224 |
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"total": 2015.5592231750488
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| 1225 |
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| 1226 |
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bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/files/wandb-summary.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
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{"_wandb": {"runtime": 37}}
|
bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/logs/debug-internal.log
ADDED
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@@ -0,0 +1,148 @@
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2026-03-11 19:13:49,500 INFO StreamThr :2308913 [internal.py:wandb_internal():85] W&B internal server running at pid: 2308913, started at: 2026-03-11 19:13:49.496838
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2026-03-11 19:13:49,501 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status
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2026-03-11 19:13:49,525 INFO WriterThread:2308913 [datastore.py:open_for_write():87] open: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191349-stage_b_offline/run-stage_b_offline.wandb
|
| 4 |
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2026-03-11 19:13:49,633 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: run_start
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2026-03-11 19:13:49,673 DEBUG HandlerThread:2308913 [system_info.py:__init__():26] System info init
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2026-03-11 19:13:49,673 DEBUG HandlerThread:2308913 [system_info.py:__init__():41] System info init done
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2026-03-11 19:13:49,673 INFO HandlerThread:2308913 [system_monitor.py:start():194] Starting system monitor
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2026-03-11 19:13:49,674 INFO SystemMonitor:2308913 [system_monitor.py:_start():158] Starting system asset monitoring threads
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2026-03-11 19:13:49,674 INFO HandlerThread:2308913 [system_monitor.py:probe():214] Collecting system info
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2026-03-11 19:13:49,674 INFO SystemMonitor:2308913 [interfaces.py:start():188] Started cpu monitoring
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2026-03-11 19:13:49,675 INFO SystemMonitor:2308913 [interfaces.py:start():188] Started gpu monitoring
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2026-03-11 19:13:49,676 INFO SystemMonitor:2308913 [interfaces.py:start():188] Started memory monitoring
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2026-03-11 19:13:49,799 DEBUG HandlerThread:2308913 [system_info.py:probe():200] Probing system done
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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': 3804.293, 'min': 800.0, 'max': 3800.0}, {'current': 3800.0, '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': 3804.264, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}, {'current': 3800.0, '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': 3804.656, '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': 3756.456, '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': 3802.999, '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': 3800.0, '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': 3800.0, 'min': 800.0, 'max': 3800.0}, {'current': 800.0, 'min': 800.0, 'max': 3800.0}], 'disk': {'/': {'total': 30.58770751953125, 'used': 16.836658477783203}}, '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': 2015.5592231750488}}
|
| 20 |
+
2026-03-11 19:13:49,799 INFO HandlerThread:2308913 [system_monitor.py:probe():224] Finished collecting system info
|
| 21 |
+
2026-03-11 19:13:49,799 INFO HandlerThread:2308913 [system_monitor.py:probe():227] Publishing system info
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| 22 |
+
2026-03-11 19:13:49,799 DEBUG HandlerThread:2308913 [system_info.py:_save_conda():209] Saving list of conda packages installed into the current environment
|
| 23 |
+
2026-03-11 19:13:55,082 DEBUG HandlerThread:2308913 [system_info.py:_save_conda():224] Saving conda packages done
|
| 24 |
+
2026-03-11 19:13:55,088 INFO HandlerThread:2308913 [system_monitor.py:probe():229] Finished publishing system info
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| 25 |
+
2026-03-11 19:13:55,097 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status_report
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| 26 |
+
2026-03-11 19:13:55,097 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: keepalive
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| 27 |
+
2026-03-11 19:13:55,098 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: status_report
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| 28 |
+
2026-03-11 19:13:56,211 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: python_packages
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| 29 |
+
2026-03-11 19:14:00,099 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status_report
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| 30 |
+
2026-03-11 19:14:00,099 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: status_report
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| 31 |
+
2026-03-11 19:14:05,100 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status_report
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| 32 |
+
2026-03-11 19:14:05,101 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: status_report
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| 33 |
+
2026-03-11 19:14:10,102 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status_report
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| 34 |
+
2026-03-11 19:14:10,103 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: status_report
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| 35 |
+
2026-03-11 19:14:15,104 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status_report
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| 36 |
+
2026-03-11 19:14:15,105 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: status_report
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| 37 |
+
2026-03-11 19:14:20,106 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status_report
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| 38 |
+
2026-03-11 19:14:20,106 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: status_report
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| 39 |
+
2026-03-11 19:14:25,107 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status_report
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| 40 |
+
2026-03-11 19:14:25,108 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: status_report
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| 41 |
+
2026-03-11 19:14:27,594 DEBUG SenderThread:2308913 [sender.py:send():391] send: exit
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| 42 |
+
2026-03-11 19:14:27,594 INFO SenderThread:2308913 [sender.py:send_exit():598] handling exit code: 1
|
| 43 |
+
2026-03-11 19:14:27,595 INFO SenderThread:2308913 [sender.py:send_exit():600] handling runtime: 37
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| 44 |
+
2026-03-11 19:14:27,600 INFO SenderThread:2308913 [sender.py:_save_file():1466] saving file wandb-summary.json with policy end
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| 45 |
+
2026-03-11 19:14:27,601 INFO SenderThread:2308913 [sender.py:send_exit():606] send defer
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| 46 |
+
2026-03-11 19:14:27,601 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 47 |
+
2026-03-11 19:14:27,601 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 0
|
| 48 |
+
2026-03-11 19:14:27,601 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
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| 49 |
+
2026-03-11 19:14:27,601 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 0
|
| 50 |
+
2026-03-11 19:14:27,601 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 1
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| 51 |
+
2026-03-11 19:14:27,602 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 52 |
+
2026-03-11 19:14:27,602 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 1
|
| 53 |
+
2026-03-11 19:14:27,602 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
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| 54 |
+
2026-03-11 19:14:27,602 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 1
|
| 55 |
+
2026-03-11 19:14:27,602 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 2
|
| 56 |
+
2026-03-11 19:14:27,602 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 57 |
+
2026-03-11 19:14:27,602 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 2
|
| 58 |
+
2026-03-11 19:14:27,602 INFO HandlerThread:2308913 [system_monitor.py:finish():203] Stopping system monitor
|
| 59 |
+
2026-03-11 19:14:27,602 DEBUG SystemMonitor:2308913 [system_monitor.py:_start():172] Starting system metrics aggregation loop
|
| 60 |
+
2026-03-11 19:14:27,602 DEBUG SystemMonitor:2308913 [system_monitor.py:_start():179] Finished system metrics aggregation loop
|
| 61 |
+
2026-03-11 19:14:27,602 DEBUG SystemMonitor:2308913 [system_monitor.py:_start():183] Publishing last batch of metrics
|
| 62 |
+
2026-03-11 19:14:27,606 INFO HandlerThread:2308913 [interfaces.py:finish():200] Joined cpu monitor
|
| 63 |
+
2026-03-11 19:14:27,607 INFO HandlerThread:2308913 [interfaces.py:finish():200] Joined disk monitor
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| 64 |
+
2026-03-11 19:14:28,676 INFO HandlerThread:2308913 [interfaces.py:finish():200] Joined gpu monitor
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| 65 |
+
2026-03-11 19:14:28,677 INFO HandlerThread:2308913 [interfaces.py:finish():200] Joined memory monitor
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| 66 |
+
2026-03-11 19:14:28,677 INFO HandlerThread:2308913 [interfaces.py:finish():200] Joined network monitor
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| 67 |
+
2026-03-11 19:14:28,677 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: poll_exit
|
| 68 |
+
2026-03-11 19:14:28,677 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
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| 69 |
+
2026-03-11 19:14:28,677 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 2
|
| 70 |
+
2026-03-11 19:14:28,678 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 3
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| 71 |
+
2026-03-11 19:14:28,678 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: poll_exit
|
| 72 |
+
2026-03-11 19:14:28,678 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 73 |
+
2026-03-11 19:14:28,678 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 3
|
| 74 |
+
2026-03-11 19:14:28,678 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 75 |
+
2026-03-11 19:14:28,678 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 3
|
| 76 |
+
2026-03-11 19:14:28,678 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 4
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| 77 |
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2026-03-11 19:14:28,678 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 78 |
+
2026-03-11 19:14:28,679 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 4
|
| 79 |
+
2026-03-11 19:14:28,679 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 80 |
+
2026-03-11 19:14:28,679 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 4
|
| 81 |
+
2026-03-11 19:14:28,679 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 5
|
| 82 |
+
2026-03-11 19:14:28,679 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
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| 83 |
+
2026-03-11 19:14:28,679 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 5
|
| 84 |
+
2026-03-11 19:14:28,680 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 85 |
+
2026-03-11 19:14:28,680 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 5
|
| 86 |
+
2026-03-11 19:14:28,680 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 6
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| 87 |
+
2026-03-11 19:14:28,680 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 88 |
+
2026-03-11 19:14:28,680 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 6
|
| 89 |
+
2026-03-11 19:14:28,680 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 90 |
+
2026-03-11 19:14:28,680 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 6
|
| 91 |
+
2026-03-11 19:14:28,681 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 7
|
| 92 |
+
2026-03-11 19:14:28,681 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: status_report
|
| 93 |
+
2026-03-11 19:14:28,681 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 94 |
+
2026-03-11 19:14:28,681 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 7
|
| 95 |
+
2026-03-11 19:14:28,681 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: status_report
|
| 96 |
+
2026-03-11 19:14:28,681 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 97 |
+
2026-03-11 19:14:28,681 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 7
|
| 98 |
+
2026-03-11 19:14:28,681 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 8
|
| 99 |
+
2026-03-11 19:14:28,681 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 100 |
+
2026-03-11 19:14:28,681 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 8
|
| 101 |
+
2026-03-11 19:14:28,682 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 102 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 8
|
| 103 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 9
|
| 104 |
+
2026-03-11 19:14:28,682 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 105 |
+
2026-03-11 19:14:28,682 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 9
|
| 106 |
+
2026-03-11 19:14:28,682 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 107 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 9
|
| 108 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 10
|
| 109 |
+
2026-03-11 19:14:28,682 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 110 |
+
2026-03-11 19:14:28,682 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 10
|
| 111 |
+
2026-03-11 19:14:28,682 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 112 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 10
|
| 113 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 11
|
| 114 |
+
2026-03-11 19:14:28,682 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 115 |
+
2026-03-11 19:14:28,682 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 11
|
| 116 |
+
2026-03-11 19:14:28,682 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 117 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 11
|
| 118 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 12
|
| 119 |
+
2026-03-11 19:14:28,682 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 120 |
+
2026-03-11 19:14:28,682 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 12
|
| 121 |
+
2026-03-11 19:14:28,682 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 122 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 12
|
| 123 |
+
2026-03-11 19:14:28,682 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 13
|
| 124 |
+
2026-03-11 19:14:28,683 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 125 |
+
2026-03-11 19:14:28,683 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 13
|
| 126 |
+
2026-03-11 19:14:28,683 DEBUG SenderThread:2308913 [sender.py:send_request():418] send_request: defer
|
| 127 |
+
2026-03-11 19:14:28,683 INFO SenderThread:2308913 [sender.py:send_request_defer():622] handle sender defer: 13
|
| 128 |
+
2026-03-11 19:14:28,683 INFO SenderThread:2308913 [sender.py:transition_state():626] send defer: 14
|
| 129 |
+
2026-03-11 19:14:28,683 DEBUG HandlerThread:2308913 [handler.py:handle_request():158] handle_request: defer
|
| 130 |
+
2026-03-11 19:14:28,683 INFO HandlerThread:2308913 [handler.py:handle_request_defer():184] handle defer: 14
|
| 131 |
+
2026-03-11 19:14:28,683 DEBUG SenderThread:2308913 [sender.py:send():391] send: final
|
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2026-03-11 19:14:28,685 INFO MainThread:2308913 [wandb_run.py:_footer_history_summary_info():4088] rendering history
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2026-03-11 19:14:28,685 INFO MainThread:2308913 [wandb_run.py:_footer_history_summary_info():4120] rendering summary
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2026-03-11 19:14:29,685 INFO WriterThread:2308913 [datastore.py:close():296] close: /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191349-stage_b_offline/run-stage_b_offline.wandb
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bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/logs/debug.log
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2026-03-11 19:13:49,476 INFO MainThread:2303183 [wandb_setup.py:_flush():77] Current SDK version is 0.17.9
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2026-03-11 19:13:49,476 INFO MainThread:2303183 [wandb_setup.py:_flush():77] Configure stats pid to 2303183
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2026-03-11 19:13:49,476 INFO MainThread:2303183 [wandb_setup.py:_flush():77] Loading settings from /home/x_fahkh/.config/wandb/settings
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2026-03-11 19:13:49,476 INFO MainThread:2303183 [wandb_setup.py:_flush():77] Loading settings from /proj/cvl/users/x_fahkh2/WorldMem_Repro/wandb/settings
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2026-03-11 19:13:49,476 WARNING MainThread:2303183 [wandb_setup.py:_flush():77] Could not find program at -m main
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2026-03-11 19:13:49,476 INFO MainThread:2303183 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m main'}
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2026-03-11 19:13:49,477 INFO MainThread:2303183 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191349-stage_b_offline/logs/debug.log
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2026-03-11 19:13:49,477 INFO MainThread:2303183 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/wandb/offline-run-20260311_191349-stage_b_offline/logs/debug-internal.log
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2026-03-11 19:13:49,477 INFO MainThread:2303183 [wandb_init.py:init():608] calling init triggers
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2026-03-11 19:13:49,477 INFO MainThread:2303183 [wandb_init.py:init():615] wandb.init called with sweep_config: {}
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config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 0.0002, 'batch_size': 8, 'max_epochs': -1, 'max_steps': 175000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 2500, 'every_n_epochs': None, 'train_time_interval': None, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 4, 'val_every_n_step': 2500, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'inference_mode': False, 'data': {'num_workers': 4, 'shuffle': False}}, 'logging': {'metrics': None}, '_name': 'exp_video'}, 'dataset': {'debug': '${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': '${dataset.data_std}', 'external_cond_dim': 0, 'context_frames': 100, 'weight_decay': 0.002, 'warmup_steps': 1000, 'optimizer_beta': [0.9, 0.99], 'uncertainty_scale': 1, 'guidance_scale': 0.0, 'chunk_size': 1, 'scheduling_matrix': 'autoregressive', 'noise_level': 'random_all', 'causal': True, 'diffusion': {'objective': 'pred_v', 'beta_schedule': 'sigmoid', 'schedule_fn_kwargs': {}, 'clip_noise': 20.0, 'use_snr': False, 'use_cum_snr': False, 'use_fused_snr': True, 'snr_clip': 5.0, 'cum_snr_decay': 0.96, 'timesteps': 1000, 'sampling_timesteps': 20, 'ddim_sampling_eta': 0.0, 'stabilization_level': 15, 'architecture': {'network_size': 64, 'attn_heads': 4, 'attn_dim_head': 64, 'dim_mults': [1, 2, 4, 8], 'resolution': '${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': [50, 100, 200], '_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': 'stage_b_offline', 'load': None, 'name': 'train_stage_b_mamba', 'output_dir': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/bimamba_stage_b/'}
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2026-03-11 19:13:49,477 INFO MainThread:2303183 [wandb_init.py:init():658] starting backend
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2026-03-11 19:13:49,477 INFO MainThread:2303183 [wandb_init.py:init():662] setting up manager
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2026-03-11 19:13:49,495 INFO MainThread:2303183 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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2026-03-11 19:13:49,501 INFO MainThread:2303183 [wandb_init.py:init():670] backend started and connected
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2026-03-11 19:13:49,524 INFO MainThread:2303183 [wandb_init.py:init():768] updated telemetry
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2026-03-11 19:13:49,577 INFO MainThread:2303183 [wandb_init.py:init():801] communicating run to backend with 90.0 second timeout
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2026-03-11 19:13:49,582 INFO MainThread:2303183 [wandb_init.py:init():852] starting run threads in backend
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2026-03-11 19:13:56,211 INFO MainThread:2303183 [wandb_run.py:_console_start():2465] atexit reg
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2026-03-11 19:13:56,211 INFO MainThread:2303183 [wandb_run.py:_redirect():2376] Wrapping output streams.
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2026-03-11 19:13:56,212 INFO MainThread:2303183 [wandb_run.py:_redirect():2401] Redirects installed.
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2026-03-11 19:13:56,218 INFO MainThread:2303183 [wandb_init.py:init():895] run started, returning control to user process
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bimamba_stage_b_72k/wandb/offline-run-20260311_191349-stage_b_offline/run-stage_b_offline.wandb
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