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MainThread:18922 [wandb_init.py:_log_setup():524] Logging user logs to /proj/cvl/users/x_fahkh2/DeMemWM/results/train_dememwm_separate_memory_gatefix_alllayers1024_valid500_berzelius_8a100_bs16_global128_350k/wandb/offline-run-20260612_192814-0o3llsx5/logs/debug.log +2026-06-12 19:28:14,525 INFO MainThread:18922 [wandb_init.py:_log_setup():525] Logging internal logs to /proj/cvl/users/x_fahkh2/DeMemWM/results/train_dememwm_separate_memory_gatefix_alllayers1024_valid500_berzelius_8a100_bs16_global128_350k/wandb/offline-run-20260612_192814-0o3llsx5/logs/debug-internal.log +2026-06-12 19:28:14,525 INFO MainThread:18922 [wandb_init.py:init():608] calling init triggers +2026-06-12 19:28:14,525 INFO MainThread:18922 [wandb_init.py:init():615] wandb.init called with sweep_config: {} +config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 2e-05, 'batch_size': 16, 'max_epochs': -1, 'max_steps': 350000, 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INFO MainThread:18922 [wandb_init.py:init():608] calling init triggers +2026-06-12 19:28:14,525 INFO MainThread:18922 [wandb_init.py:init():615] wandb.init called with sweep_config: {} +config: {'experiment': {'debug': '${debug}', 'tasks': ['training'], 'num_nodes': 1, 'training': {'precision': '16-mixed', 'compile': False, 'lr': 2e-05, 'batch_size': 16, 'max_epochs': -1, 'max_steps': 350000, 'max_time': None, 'data': {'num_workers': 4, 'shuffle': True}, 'optim': {'accumulate_grad_batches': 1, 'gradient_clip_val': 1.0}, 'checkpointing': {'every_n_train_steps': 5000, 'every_n_epochs': None, 'train_time_interval': None, 'save_last': True, 'enable_version_counter': False}}, 'validation': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'val_every_n_step': 5000, 'val_every_n_epoch': None, 'limit_batch': 1, 'inference_mode': True, 'data': {'num_workers': 4, 'shuffle': False}}, 'test': {'precision': '16-mixed', 'compile': False, 'batch_size': 1, 'limit_batch': 1, 'data': 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'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, '_name': 'dememwm_memory_dit', 'memory_token_cross_attention': True, 'memory_cross_attn_layers': None, 'pose_cond_dim': 5, 'log_video': True, 'dememwm': {'enabled': True, 'training_stage': 'stage_1', 'curriculum': {'enabled': True, 'full_stage_start_step': 20000, 'freeze_vae': True, 'dit_freeze': {'enabled': True}, 'lr': {'dememwm_modules': 4e-05, 'memory_adapters': 4e-05, 'full_dit': 1e-05}}, 'spatial_kernel_size': 3, 'anchor': {'enabled': True, 'anchor_indices': [0, 1, 2, 3], 'allow_generated_as_anchor': False, 'diverse_selection': True, 'compress': {'downsample_ratio': 2}}, 'dynamic': {'enabled': True, 'recent_frames': 4, 'conv_kernel_t': 3, 'conv_stride_t': 2, 'compress': {'downsample_ratio': 2}}, 'revisit': {'enabled': True, 'deterministic_pose_retrieval': True, 'fov_overlap_threshold': 0.6, 'plucker_weight': 0.1, 'max_frames': 2, 'fov_half_h': 52.5, 'fov_half_v': 37.5, 'fov_radius': 30.0, 'fov_yaw_samples': 25, 'fov_pitch_samples': 20, 'fov_depth_samples': 20, 'pose_preselect_topk': 64, 'plucker_grid_h': 4, 'plucker_grid_w': 4, 'plucker_focal_length': 0.35, 'compress': {'downsample_ratio': 2}}, 'eval_ablation': {'enabled': False, 'branch': 'A_plus_D_plus_R_normal'}, 'generated_history_proxy': {'enabled': True, 'start_step': 40000, 'ramp_steps': 40000, 'max_prob': 0.25, 'noise_std': 0.25, 'dropout_prob': 0.0}, 'injection': {'memory_hidden_size': 1024}, 'cache': {'enabled': True, 'device': 'cpu', 'keep_raw_latents': 'all', 'keep_compressed_records': True, 'keep_prefix_anchors': True, 'eviction_policy': 'none', 'no_evict': True, 'clear_between_videos': True, 'max_records': None, 'on_capacity_exceeded': 'warn'}, 'checkpoint': {'strict_dememwm_eval_load': True}}, 'n_tokens': 4}, 'debug': False, 'wandb': {'entity': 'turlin', 'project': 'worldmem', 'mode': 'offline'}, 'resume': None, 'load': None, 'auto_resume': True, 'resume_ckpt_path': None, 'name': 'train_dememwm_separate_memory_gatefix_alllayers1024_valid500_berzelius_8a100_bs16_global128_350k', 'output_dir': '/proj/cvl/users/x_fahkh2/DeMemWM/results/train_dememwm_separate_memory_gatefix_alllayers1024_valid500_berzelius_8a100_bs16_global128_350k/', 'customized_load': True, 'seperate_load': True, 'diffusion_model_path': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/oasis500m.safetensors', 'vae_path': '/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/vit-l-20.safetensors', 'only_tune_memory': False, '_auto_resuming': False, '_resume_checkpoint_path': None} +2026-06-12 19:28:14,525 INFO MainThread:18922 [wandb_init.py:init():658] starting backend +2026-06-12 19:28:14,525 INFO MainThread:18922 [wandb_init.py:init():662] setting up manager +2026-06-12 19:28:14,540 INFO MainThread:18922 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn +2026-06-12 19:28:14,547 INFO MainThread:18922 [wandb_init.py:init():670] backend started and connected +2026-06-12 19:28:14,565 INFO MainThread:18922 [wandb_init.py:init():768] updated telemetry 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