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+        "+vae_path=/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/vit-l-20.safetensors",
+        "+only_tune_memory=false",
+        "dataset=video_minecraft_latent",
+        "dataset.save_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft",
+        "dataset.precomputed_feature_dir=/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/minecraft/vae_features",
+        "dataset.n_frames=1000",
+        "+dataset.n_frames_valid=500",
+        "+dataset.customized_validation=true",
+        "+dataset.wo_updown=false",
+        "+dataset.angle_range=180",
+        "+dataset.pos_range=8",
+        "++algorithm.n_tokens=8",
+        "algorithm.x_shape=[16,18,32]",
+        "++algorithm.context_frames=100",
+        "++algorithm.log_video=true",
+        "++algorithm.diffusion.sampling_timesteps=20",
+        "++algorithm.dememwm.debug_stdout_metrics=true",
+        "++algorithm.dememwm.injection.pose_aware=true",
+        "++algorithm.dememwm.generated_history_proxy.enabled=true",
+        "++algorithm.dememwm.generated_history_proxy.start_step=20000",
+        "++algorithm.dememwm.generated_history_proxy.ramp_steps=20000",
+        "++algorithm.dememwm.generated_history_proxy.max_prob=0.25",
+        "++algorithm.dememwm.generated_history_proxy.noise_std=0.25",
+        "++algorithm.dememwm.generated_history_proxy.dropout_prob=0.0",
+        "++algorithm.dememwm.snr_shifted_memory.enabled=true",
+        "++algorithm.dememwm.snr_shifted_memory.mode=step_offset",
+        "++algorithm.dememwm.snr_shifted_memory.offset_steps=1",
+        "++algorithm.dememwm.snr_shifted_memory.apply_anchor=true",
+        "++algorithm.dememwm.snr_shifted_memory.apply_dynamic=false",
+        "++algorithm.dememwm.snr_shifted_memory.apply_revisit=true",
+        "++algorithm.dememwm.snr_shifted_memory.noise_per_target=true",
+        "++algorithm.dememwm.snr_shifted_memory.mark_as_generated=false",
+        "++algorithm.dememwm.training_sampling.revisit_biased_prob=0.3",
+        "++algorithm.dememwm.training_sampling.min_gap=32",
+        "++algorithm.dememwm.train_negatives.enabled=true",
+        "++algorithm.dememwm.train_negatives.prob=0.10",
+        "++algorithm.dememwm.train_negatives.start_step=20000",
+        "++algorithm.dememwm.anchor.enabled=true",
+        "++algorithm.dememwm.anchor.anchor_indices=[0,1,2,3]",
+        "++algorithm.dememwm.anchor.diverse_selection=true",
+        "++algorithm.dememwm.anchor.compress.tokenization=spatial_conv_pool",
+        "++algorithm.dememwm.anchor.compress.downsample_ratio=2",
+        "++algorithm.dememwm.anchor.allow_generated_as_anchor=false",
+        "++algorithm.dememwm.dynamic.enabled=true",
+        "++algorithm.dememwm.dynamic.recent_frames=4",
+        "++algorithm.dememwm.dynamic.conv_stride_t=2",
+        "++algorithm.dememwm.dynamic.compress.downsample_ratio=2",
+        "++algorithm.dememwm.revisit.enabled=true",
+        "++algorithm.dememwm.revisit.gate_mode=none",
+        "++algorithm.dememwm.revisit.deterministic_pose_retrieval=true",
+        "++algorithm.dememwm.revisit.fov_overlap_threshold=0.60",
+        "++algorithm.dememwm.revisit.pose_preselect_topk=64",
+        "++algorithm.dememwm.revisit.fov_yaw_samples=25",
+        "++algorithm.dememwm.revisit.fov_pitch_samples=20",
+        "++algorithm.dememwm.revisit.fov_depth_samples=20",
+        "++algorithm.dememwm.revisit.plucker_weight=0.10",
+        "++algorithm.dememwm.revisit.plucker_focal_length=0.35",
+        "++algorithm.dememwm.revisit.max_frames=2",
+        "++algorithm.dememwm.revisit.compress.tokenization=spatial_conv_pool",
+        "++algorithm.dememwm.revisit.compress.downsample_ratio=2",
+        "++algorithm.dememwm.revisit_metric.enabled=false",
+        "++algorithm.dememwm.cache.enabled=true",
+        "++algorithm.dememwm.cache.device=cpu",
+        "++algorithm.dememwm.cache.keep_raw_latents=all",
+        "++algorithm.dememwm.cache.keep_compressed_records=true",
+        "++algorithm.dememwm.cache.eviction_policy=none",
+        "++algorithm.dememwm.cache.no_evict=true",
+        "++algorithm.dememwm.cache.clear_between_videos=true",
+        "++algorithm.dememwm.cache.max_records=null",
+        "++algorithm.dememwm.cache.on_capacity_exceeded=warn",
+        "++algorithm.dememwm.curriculum.enabled=true",
+        "++algorithm.dememwm.curriculum.full_stage_start_step=10000",
+        "++algorithm.dememwm.curriculum.freeze_vae=true",
+        "++algorithm.dememwm.curriculum.dit_freeze.enabled=true",
+        "++algorithm.dememwm.curriculum.lr.dememwm_modules=4.0e-5",
+        "++algorithm.dememwm.curriculum.lr.memory_adapters=4.0e-5",
+        "++algorithm.dememwm.curriculum.lr.full_dit=1.0e-5",
+        "experiment.training.batch_size=4",
+        "experiment.training.optim.accumulate_grad_batches=1",
+        "experiment.validation.batch_size=1",
+        "experiment.validation.limit_batch=1",
+        "experiment.training.checkpointing.every_n_train_steps=5000",
+        "experiment.validation.val_every_n_step=10000",
+        "experiment.training.max_steps=750000"
+    ],
+    "state": "running",
+    "program": "-m main",
+    "codePathLocal": null,
+    "git": {
+        "remote": "https://huggingface.co/BonanDing/DeMemWM",
+        "commit": "3619172f7fcf0b5f9401f1803b43951f89bf3a39"
+    },
+    "email": "fahad.khan@liu.se",
+    "root": "/proj/cvl/users/x_fahkh2/DeMemWM",
+    "host": "node025",
+    "username": "x_fahkh",
+    "executable": "/proj/cvl/users/x_fahkh2/envs/worldmem/bin/python",
+    "cpu_count": 128,
+    "cpu_count_logical": 256,
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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': {'tokenization': 'spatial_conv_pool', 'downsample_ratio': 2}}, 'eval_ablation': {'enabled': False, 'branch': 'A_plus_D_plus_R_normal'}, 'generated_history_proxy': {'enabled': True, 'start_step': 20000, 'ramp_steps': 20000, 'max_prob': 0.25, 'noise_std': 0.25, 'dropout_prob': 0.0}, 'snr_shifted_memory': {'enabled': True, 'mode': 'step_offset', 'offset_steps': 1, 'apply_anchor': True, 'apply_dynamic': False, 'apply_revisit': True, 'noise_per_target': True, 'mark_as_generated': False}, 'revisit_metric': {'enabled': False, 'min_gap': 8, 'gap_bands': [32, 128], 'fov_overlap_threshold': 0.6, 'positional_distance_threshold': 2.0, 'self_crop_fraction': 0.5}, 'injection': {'memory_hidden_size': 512, 'pose_aware': True}, 'cache': {'enabled': True, 'device': 'cpu', 'keep_raw_latents': 'all', 'keep_compressed_records': True, 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