Upload short-loop DeMemWM-Full job 81244 results

.gitattributes

@@ -14287,3 +14287,11 @@ results/re10k_final100_matched_visual_comparison_8scenes/frozen_dfot_job79868/5d
 results/re10k_final100_matched_visual_comparison_8scenes/frozen_dfot_job79868/c211e68f8e67eccf.mp4 filter=lfs diff=lfs merge=lfs -text
 results/re10k_final100_matched_visual_comparison_8scenes/frozen_dfot_job79868/d84343c25315d7e9.mp4 filter=lfs diff=lfs merge=lfs -text
 results/re10k_final100_matched_visual_comparison_8scenes/frozen_dfot_job79868/f20a49fc09b9ee6e.mp4 filter=lfs diff=lfs merge=lfs -text
+results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/videos/test_loop_true_reverse_h100_f199_v1_step00000000/0ece034988793847.mp4 filter=lfs diff=lfs merge=lfs -text
+results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/videos/test_loop_true_reverse_h100_f199_v1_step00000000/1735d8d1b4015669.mp4 filter=lfs diff=lfs merge=lfs -text
+results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/videos/test_loop_true_reverse_h100_f199_v1_step00000000/1cdfd3abfcc3a64e.mp4 filter=lfs diff=lfs merge=lfs -text
+results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/videos/test_loop_true_reverse_h100_f199_v1_step00000000/6afff9609b65a604.mp4 filter=lfs diff=lfs merge=lfs -text
+results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/videos/test_loop_true_reverse_h100_f199_v1_step00000000/b009fbe3950ebeb2.mp4 filter=lfs diff=lfs merge=lfs -text
+results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/videos/test_loop_true_reverse_h100_f199_v1_step00000000/bcc76b58e2585320.mp4 filter=lfs diff=lfs merge=lfs -text
+results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/videos/test_loop_true_reverse_h100_f199_v1_step00000000/c49a14de01d7bd35.mp4 filter=lfs diff=lfs merge=lfs -text
+results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/videos/test_loop_true_reverse_h100_f199_v1_step00000000/f287c679c250a841.mp4 filter=lfs diff=lfs merge=lfs -text

results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/metrics/test_history.csv

@@ -0,0 +1,2 @@
+method,namespace,global_step,sampling_steps,selected_scenes,generated_frames,overall/mse,overall/psnr,overall/ssim,overall/lpips,overall/rfid,final/mse,final/psnr,final/ssim,final/lpips,frames_000_025/mse,frames_000_025/psnr,frames_000_025/ssim,frames_000_025/lpips,frames_000_025/rfid,frames_025_050/mse,frames_025_050/psnr,frames_025_050/ssim,frames_025_050/lpips,frames_025_050/rfid,frames_050_075/mse,frames_050_075/psnr,frames_050_075/ssim,frames_050_075/lpips,frames_050_075/rfid,frames_075_100/mse,frames_075_100/psnr,frames_075_100/ssim,frames_075_100/lpips,frames_075_100/rfid,frames_000_050/mse,frames_000_050/psnr,frames_000_050/ssim,frames_000_050/lpips,frames_000_050/rfid,frames_050_100/mse,frames_050_100/psnr,frames_050_100/ssim,frames_050_100/lpips,frames_050_100/rfid,frame_bin_size,frame_bin_interval
+dememwm,test,0,50,8,800,0.03973890468478203,16.049728393554688,0.41855987906455994,0.3476179540157318,108.0,0.08098385483026505,11.512007713317871,0.30275484919548035,0.5732421875,0.010713757947087288,21.48946762084961,0.5291233062744141,0.12243469059467316,57.5,0.026798557490110397,16.697128295898438,0.4634917080402374,0.29835936427116394,109.5,0.0479150153696537,13.955591201782227,0.36456936597824097,0.4408007860183716,157.0,0.07352830469608307,12.056732177734375,0.3170551359653473,0.5288769602775574,200.0,0.018756156787276268,19.093297958374023,0.49630749225616455,0.21039703488349915,76.5,0.060721658170223236,13.006160736083984,0.3408122658729553,0.4848388731479645,167.0,25,"[start,end) generated-frame offset"

results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/metrics/test_monitor8_loop_true_reverse_h100_f199_v1_step00000000_metrics.json

@@ -0,0 +1,55 @@
+{
+  "artifact_type": "re10k_benchmark_metrics",
+  "benchmark": "loop_true_reverse_h100_f199_v1",
+  "case_count": 8,
+  "generated_frames": 800,
+  "global_step": 0,
+  "memory_mode": "correct",
+  "method": "dememwm",
+  "metrics": {
+    "final/lpips": 0.5732421875,
+    "final/mse": 0.08098385483026505,
+    "final/psnr": 11.512007713317871,
+    "final/ssim": 0.30275484919548035,
+    "frames_000_025/lpips": 0.12243469059467316,
+    "frames_000_025/mse": 0.010713757947087288,
+    "frames_000_025/psnr": 21.48946762084961,
+    "frames_000_025/rfid": 57.5,
+    "frames_000_025/ssim": 0.5291233062744141,
+    "frames_000_050/lpips": 0.21039703488349915,
+    "frames_000_050/mse": 0.018756156787276268,
+    "frames_000_050/psnr": 19.093297958374023,
+    "frames_000_050/rfid": 76.5,
+    "frames_000_050/ssim": 0.49630749225616455,
+    "frames_025_050/lpips": 0.29835936427116394,
+    "frames_025_050/mse": 0.026798557490110397,
+    "frames_025_050/psnr": 16.697128295898438,
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+    "frames_025_050/ssim": 0.4634917080402374,
+    "frames_050_075/lpips": 0.4408007860183716,
+    "frames_050_075/mse": 0.0479150153696537,
+    "frames_050_075/psnr": 13.955591201782227,
+    "frames_050_075/rfid": 157.0,
+    "frames_050_075/ssim": 0.36456936597824097,
+    "frames_050_100/lpips": 0.4848388731479645,
+    "frames_050_100/mse": 0.060721658170223236,
+    "frames_050_100/psnr": 13.006160736083984,
+    "frames_050_100/rfid": 167.0,
+    "frames_050_100/ssim": 0.3408122658729553,
+    "frames_075_100/lpips": 0.5288769602775574,
+    "frames_075_100/mse": 0.07352830469608307,
+    "frames_075_100/psnr": 12.056732177734375,
+    "frames_075_100/rfid": 200.0,
+    "frames_075_100/ssim": 0.3170551359653473,
+    "overall/lpips": 0.3476179540157318,
+    "overall/mse": 0.03973890468478203,
+    "overall/psnr": 16.049728393554688,
+    "overall/rfid": 108.0,
+    "overall/ssim": 0.41855987906455994
+  },
+  "namespace": "test",
+  "sampling_steps": 50,
+  "scene_count": 8,
+  "schema_version": 1,
+  "scope": "monitor8"
+}

results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/metrics/test_step00000000.json

@@ -0,0 +1,49 @@
+{
+  "final/lpips": 0.5732421875,
+  "final/mse": 0.08098385483026505,
+  "final/psnr": 11.512007713317871,
+  "final/ssim": 0.30275484919548035,
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+  "frame_bin_size": 25,
+  "frames_000_025/lpips": 0.12243469059467316,
+  "frames_000_025/mse": 0.010713757947087288,
+  "frames_000_025/psnr": 21.48946762084961,
+  "frames_000_025/rfid": 57.5,
+  "frames_000_025/ssim": 0.5291233062744141,
+  "frames_000_050/lpips": 0.21039703488349915,
+  "frames_000_050/mse": 0.018756156787276268,
+  "frames_000_050/psnr": 19.093297958374023,
+  "frames_000_050/rfid": 76.5,
+  "frames_000_050/ssim": 0.49630749225616455,
+  "frames_025_050/lpips": 0.29835936427116394,
+  "frames_025_050/mse": 0.026798557490110397,
+  "frames_025_050/psnr": 16.697128295898438,
+  "frames_025_050/rfid": 109.5,
+  "frames_025_050/ssim": 0.4634917080402374,
+  "frames_050_075/lpips": 0.4408007860183716,
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+  "frames_050_075/rfid": 157.0,
+  "frames_050_075/ssim": 0.36456936597824097,
+  "frames_050_100/lpips": 0.4848388731479645,
+  "frames_050_100/mse": 0.060721658170223236,
+  "frames_050_100/psnr": 13.006160736083984,
+  "frames_050_100/rfid": 167.0,
+  "frames_050_100/ssim": 0.3408122658729553,
+  "frames_075_100/lpips": 0.5288769602775574,
+  "frames_075_100/mse": 0.07352830469608307,
+  "frames_075_100/psnr": 12.056732177734375,
+  "frames_075_100/rfid": 200.0,
+  "frames_075_100/ssim": 0.3170551359653473,
+  "generated_frames": 800,
+  "global_step": 0,
+  "method": "dememwm",
+  "namespace": "test",
+  "overall/lpips": 0.3476179540157318,
+  "overall/mse": 0.03973890468478203,
+  "overall/psnr": 16.049728393554688,
+  "overall/rfid": 108.0,
+  "overall/ssim": 0.41855987906455994,
+  "sampling_steps": 50,
+  "selected_scenes": 8
+}

results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/resolved_config.yaml

@@ -0,0 +1,433 @@
+experiment:
+  debug: false
+  tasks:
+  - training
+  num_nodes: 1
+  training:
+    precision: bf16-mixed
+    compile: false
+    lr: 4.0e-05
+    batch_size: 4
+    max_epochs: -1
+    max_steps: 100000
+    max_time: null
+    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: null
+      train_time_interval: null
+      enable_version_counter: false
+  validation:
+    precision: bf16-mixed
+    compile: false
+    batch_size: 1
+    val_every_n_step: 2500
+    val_every_n_epoch: null
+    num_sanity_val_steps: 0
+    limit_batch: 2
+    data:
+      num_workers: 4
+      shuffle: false
+    inference_mode: false
+  test:
+    precision: 16-mixed
+    compile: false
+    batch_size: 1
+    limit_batch: 1.0
+    data:
+      num_workers: 4
+      shuffle: false
+    inference_mode: true
+  find_unused_parameters: false
+  reload_dataloaders_every_n_epochs: 1
+  ema:
+    enable: false
+    decay: 0.9999
+    validate_original_weights: false
+  _name: video_generation
+dataset:
+  debug: false
+  save_dir: /proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/re10k_dfot/real-estate-10k
+  data_mean:
+  - - - 0.577
+  - - - 0.517
+  - - - 0.461
+  data_std:
+  - - - 0.249
+  - - - 0.249
+  - - - 0.268
+  latent:
+    enable: false
+    type: pre_sample
+    suffix: null
+    downsampling_factor:
+    - 1
+    - 8
+    num_channels: 4
+  resolution: 256
+  observation_shape:
+  - 3
+  - 256
+  - 256
+  max_frames: 12
+  n_frames: 12
+  context_length: 10
+  frame_skip: 1
+  filter_min_len: null
+  external_cond_dim: 16
+  external_cond_stack: false
+  external_cond_processing: null
+  preload: false
+  subdataset_size: null
+  num_eval_videos: 8
+  maximize_training_data: false
+  augmentation:
+    frame_skip_increase: 0
+    horizontal_flip_prob: 0
+    reverse_prob: 0
+    back_and_forth_prob: 0
+  local_window_frames: 8
+  training_frame_skip: 1
+  training_history_frames: 10
+  eval_history_frames: 100
+  eval_min_generated_frames: 100
+  eval_max_generated_frames: 100
+  video_fps: 10.0
+  seed: 0
+  memory_selection:
+    enabled: true
+    selector_version: re10k_faithful_trajectory_h100_f399_v1
+    method: dememwm
+    training_selection_mode: schedule_cache_direct
+    selector_cache_dir: /proj/cvl/users/x_fahkh2/DeMemWM/.exp_artifact/re10k_faithful_trajectory_h100_f399_v1/cache_dememwm_full_731edd42758e
+    selector_cache_source_commit: 731edd42758e7aec3b0bfd03ed52b72d716b65df
+    causal: true
+    max_anchor_frames: 1
+    max_dynamic_frames: 2
+    max_revisit_frames: 1
+    training_dropout: 0.0
+    local_context_exclusion_frames: 8
+    revisit_overlap_threshold: 0.6
+    min_total_selected_coverage: 0.1
+    dynamic_shared_area_threshold: 0.3
+    pose_novelty_threshold: 0.1
+    dynamic_shortlist_per_reference: 16
+    dynamic_shortlist_overlap_topk: 8
+    dynamic_shortlist_view_topk: 8
+    dynamic_coarse_grid:
+    - 4
+    - 6
+    - 2
+    dynamic_fine_grid:
+    - 8
+    - 14
+    - 8
+  evaluation_manifest: /proj/cvl/users/x_fahkh2/DeMemWM/evaluation/manifests/re10k_real_trajectory_h100_f399_scopes_v1.csv
+  evaluation_manifest_scope: monitor8
+  evaluation_benchmark: loop_true_reverse_h100_f199_v1
+  evaluation_benchmarks:
+  - loop_true_reverse_h100_f199_v1
+  evaluation_memory_mode: correct
+  evaluation_case_counts:
+    loop_true_reverse_h100_f199_v1: 8
+  evaluation_case_order: scene_manifest_then_path_ordinal
+  evaluation_case_seed: 1000003*metadata_index+path_ordinal
+  evaluation_trajectory: G0..G99,G99..G0
+  evaluation_output_frames: 200
+  evaluation_observed_output_interval:
+  - 0
+  - 100
+  evaluation_generated_output_interval:
+  - 100
+  - 200
+  evaluation_generated_segments:
+    return:
+    - 0
+    - 100
+    return_chunks:
+    - - 0
+      - 25
+    - - 25
+      - 50
+    - - 50
+      - 75
+    - - 75
+      - 100
+  evaluation_frame_bin_size: 25
+  evaluation_turnaround_duplication: true
+  _name: video_realestate10k
+algorithm:
+  debug: false
+  lr: 4.0e-05
+  backbone:
+    name: u_vit3d_pose
+    channels:
+    - 128
+    - 256
+    - 576
+    - 1152
+    emb_channels: 1024
+    patch_size: 2
+    block_types:
+    - ResBlock
+    - ResBlock
+    - TransformerBlock
+    - TransformerBlock
+    block_dropouts:
+    - 0.0
+    - 0.0
+    - 0.1
+    - 0.1
+    num_updown_blocks:
+    - 3
+    - 3
+    - 6
+    num_mid_blocks: 20
+    num_heads: 9
+    pos_emb_type: rope
+    use_checkpointing:
+    - false
+    - false
+    - false
+    - false
+    conditioning:
+      dim: null
+    external_cond_dropout: 0.1
+    use_fourier_noise_embedding: true
+  x_shape:
+  - 3
+  - 256
+  - 256
+  max_frames: 12
+  n_frames: 12
+  frame_skip: 1
+  context_frames: 10
+  latent:
+    enable: false
+    type: pre_sample
+    suffix: null
+    downsampling_factor:
+    - 1
+    - 8
+    num_channels: 4
+  data_mean:
+  - - - 0.577
+  - - - 0.517
+  - - - 0.461
+  data_std:
+  - - - 0.249
+  - - - 0.249
+  - - - 0.268
+  external_cond_dim: 16
+  external_cond_stack: false
+  external_cond_processing: null
+  compile: false
+  weight_decay: 0.002
+  optimizer_beta:
+  - 0.9
+  - 0.99
+  lr_scheduler:
+    name: constant_with_warmup
+    num_warmup_steps: 1000
+    num_training_steps: 100000
+  noise_level: random_independent
+  uniform_future:
+    enabled: false
+  fixed_context:
+    enabled: false
+    indices: null
+    dropout: 0
+  variable_context:
+    enabled: false
+    prob: 0
+    dropout: 0
+  chunk_size: -1
+  scheduling_matrix: full_sequence
+  replacement: noisy_scale
+  diffusion:
+    is_continuous: true
+    timesteps: 1000
+    beta_schedule: cosine_simple_diffusion
+    schedule_fn_kwargs:
+      shift: 1.0
+      shifted: 0.125
+      interpolated: false
+    use_causal_mask: false
+    clip_noise: 20.0
+    objective: pred_v
+    loss_weighting:
+      strategy: sigmoid
+      snr_clip: 5.0
+      cum_snr_decay: 0.9
+      sigmoid_bias: -1.0
+    sampling_timesteps: 50
+    ddim_sampling_eta: 0.0
+    reconstruction_guidance: 0.0
+    training_schedule:
+      name: cosine
+      shift: 0.125
+    precond_scale: 0.125
+  vae:
+    pretrained_path: null
+    pretrained_kwargs: {}
+    use_fp16: true
+    batch_size: 2
+  checkpoint:
+    reset_optimizer: false
+    strict: true
+  tasks:
+    prediction:
+      enabled: false
+      history_guidance:
+        name: conditional
+      keyframe_density: null
+      sliding_context_len: null
+    interpolation:
+      enabled: false
+      history_guidance:
+        name: conditional
+      max_batch_size: null
+  logging:
+    deterministic: 0
+    loss_freq: 1
+    grad_norm_freq: 0
+    max_num_videos: 0
+    n_metrics_frames: null
+    metrics: []
+    metrics_batch_size: 16
+    sanity_generation: false
+    raw_dir: null
+  camera_pose_conditioning:
+    normalize_by: first
+    bound: null
+    type: ray_encoding
+  memory:
+    local_window_frames: 8
+    memory_selection:
+      enabled: true
+      selector_version: re10k_faithful_trajectory_h100_f399_v1
+      method: dememwm
+      training_selection_mode: schedule_cache_direct
+      selector_cache_dir: /proj/cvl/users/x_fahkh2/DeMemWM/.exp_artifact/re10k_faithful_trajectory_h100_f399_v1/cache_dememwm_full_731edd42758e
+      selector_cache_source_commit: 731edd42758e7aec3b0bfd03ed52b72d716b65df
+      causal: true
+      max_anchor_frames: 1
+      max_dynamic_frames: 2
+      max_revisit_frames: 1
+      training_dropout: 0.0
+      local_context_exclusion_frames: 8
+      revisit_overlap_threshold: 0.6
+      min_total_selected_coverage: 0.1
+      dynamic_shared_area_threshold: 0.3
+      pose_novelty_threshold: 0.1
+      dynamic_shortlist_per_reference: 16
+      dynamic_shortlist_overlap_topk: 8
+      dynamic_shortlist_view_topk: 8
+      dynamic_coarse_grid:
+      - 4
+      - 6
+      - 2
+      dynamic_fine_grid:
+      - 8
+      - 14
+      - 8
+    memory_projection_mode: full_qkvo_v1
+    memory_ffn_ratio: 4
+    memory_conditioning_input_dim: 1024
+    memory_conditioning_hidden_dim: 1024
+    memory_role_embedding: true
+    memory_source_embedding: false
+    memory_stream_count_correction: true
+    memory_lora_rank: 8
+    memory_lora_alpha: 8
+    memory_output_gate_init: 0.0
+    memory_camera_hidden_dim: 128
+    memory_anchor_zero_geometry: false
+    memory_age_conditioning: false
+    memory_attention_key_only_geometry: true
+    memory_noise_routes:
+      anchor: high
+      dynamic: low
+      revisit: all
+    memory_noise:
+      enabled: true
+      mode: source_free_logsnr
+      stable_probability: 0.25
+      noisy_distribution: query_to_stabilization_uniform_logsnr_v1
+      validation_noisy_memory: false
+    training_seed: 0
+    training:
+      max_steps: 100000
+      num_gpus: 8
+      batch_size_per_gpu: 4
+      accumulate_grad_batches: 1
+      learning_rate: 4.0e-05
+      memory_learning_rate_stage_a: 4.0e-05
+      memory_learning_rate_stage_b: 2.0e-05
+      lora_learning_rate_stage_b: 5.0e-06
+      stage_b_start_step: 8000
+      stage_c_start_step: 30000
+      min_lr_ratio: 0.1
+      optimizer_betas:
+      - 0.9
+      - 0.99
+      weight_decay: 0.002
+      gradient_clip_val: 1.0
+      warmup_steps: 1000
+      ema_decay: 0.9999
+      frame_skip: 1
+      checkpoint_every_n_steps: 2500
+      validation_every_n_steps: 2500
+      monitoring_steps:
+      - 2500
+      - 5000
+      - 7500
+      - 10000
+      - 12500
+      - 15000
+      - 20000
+      - 25000
+      - 30000
+      - 35000
+      - 40000
+      - 50000
+      - 60000
+      - 70000
+      - 80000
+      - 90000
+      - 100000
+    evaluation:
+      selector_mode: online
+      benchmarks:
+      - loop_true_reverse_h100_f199_v1
+      benchmark: loop_true_reverse_h100_f199_v1
+      history_frames: 100
+      min_generated_frames: 100
+      max_generated_frames: 100
+      frame_skip: 1
+      sampling_steps: 50
+      deterministic_seed: 0
+      history_guidance:
+        name: conditional
+      reverse_loop_probe: false
+      turnaround_duplication: true
+      frame_bin_size: 25
+      num_videos: 8
+      memory_mode: correct
+      manifest_scope: monitor8
+      active_benchmarks:
+      - loop_true_reverse_h100_f199_v1
+  _name: dfot_dememwm_realestate10k
+debug: false
+wandb:
+  entity: turlin
+  project: worldmem
+  mode: offline
+resume: null
+load: null
+name: dfot_dememwm_realestate10k

results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/run_manifest.json

@@ -0,0 +1,185 @@
+{
+  "method": "dememwm",
+  "dataset_root": "/proj/cvl/users/x_fahkh2/WorldMem_Repro/datasets/re10k_dfot/real-estate-10k",
+  "dfot_root": "/proj/cvl/users/x_fahkh2/WorldMem_Repro/DFoT-code",
+  "dfot_commit": "530f8bf4db91a21964993f214fa4050dbd529591",
+  "checkpoint": "/proj/cvl/users/x_fahkh2/WorldMem_Repro/checkpoints/DFoT_RE10K.ckpt",
+  "local_frames": 8,
+  "memory_frames": {
+    "anchor": 1,
+    "dynamic": 2,
+    "revisit": 1
+  },
+  "training_selector_version": "re10k_faithful_trajectory_h100_f399_v1",
+  "training_selector_method": "dememwm",
+  "training_selector_cache_source_commit": "731edd42758e7aec3b0bfd03ed52b72d716b65df",
+  "memory_output_gate_init": 0.0,
+  "batch_size_per_gpu": 4,
+  "accumulate_grad_batches": 1,
+  "effective_global_batch_size": 32,
+  "optimizer_lr_schedule": {
+    "name": "stagewise_warmup_stable_cosine_floor",
+    "warmup_steps": 1000,
+    "stage_b_start_step": 8000,
+    "decay_start_step": 30000,
+    "terminal_step": 100000,
+    "min_lr_ratio": 0.1
+  },
+  "runtime": {
+    "gradient_checkpointing": [
+      false,
+      false,
+      false,
+      false
+    ],
+    "split_frozen_memory_stream": false,
+    "structural_memory_autograd": true
+  },
+  "wandb": {
+    "mode": "offline",
+    "entity": "turlin",
+    "project": "worldmem",
+    "run_id": null
+  },
+  "evaluation_history_frames": 100,
+  "evaluation_max_generated_frames": 100,
+  "evaluation_num_videos": 8,
+  "evaluation_sampling_steps": 50,
+  "evaluation_metrics": [
+    "mse",
+    "psnr",
+    "ssim",
+    "lpips",
+    "rfid"
+  ],
+  "training_time_eval_batches_per_rank": 2,
+  "post_training_evaluation": true,
+  "faithful_profile": {
+    "method": "dememwm",
+    "capacity": "full",
+    "selector_version": "re10k_faithful_trajectory_h100_f399_v1",
+    "lifecycle": "group1_59306102"
+  },
+  "trainable_parameter_manifest": "/proj/cvl/users/x_fahkh2/DeMemWM/results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/trainable_parameter_manifest.json",
+  "training_batch_composition": {
+    "global_natural": 8,
+    "global_loop": 24,
+    "rank_order": [
+      "natural",
+      "loop",
+      "loop",
+      "loop"
+    ]
+  },
+  "training_trajectory": {
+    "source_mapping": "physical_start+[0..199,199..0]",
+    "virtual_positions": 400,
+    "query_frames": 8,
+    "phase_bounds_half_open": [
+      [
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+        159
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+      [
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+        218
+      ],
+      [
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+        277
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+      [
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+        335
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+      [
+        335,
+        393
+      ]
+    ]
+  },
+  "evaluation_weight_source": "ema",
+  "post_training_checkpoint_policy": null,
+  "worldmem_git": {
+    "branch": "re10k-dfot-integration",
+    "head": "940b6fb72bb1543b1e5bfad72baf837140a603f0",
+    "status": [
+      "?? results/"
+    ]
+  },
+  "profile_stage_b": false,
+  "schedule_step_offset": 0,
+  "algorithm_config": "/proj/cvl/users/x_fahkh2/DeMemWM/configurations/algorithm/dfot_dememwm_faithful_f200b200_full_realestate10k.yaml",
+  "training_seed": 0,
+  "evaluation_seed": 0,
+  "training_seed_label": "seed0",
+  "checkpoint_kind": "ema-v2",
+  "evaluation_checkpoint": "/proj/cvl/users/x_fahkh2/DeMemWM/results/dfot_dememwm_full_f200b200_seed0_g32_100k_731edd42758e/checkpoints/step=70000.ckpt",
+  "evaluation_manifest": "/proj/cvl/users/x_fahkh2/DeMemWM/evaluation/manifests/re10k_real_trajectory_h100_f399_scopes_v1.csv",
+  "evaluation_manifest_scope": "monitor8",
+  "evaluation_benchmark": "loop_true_reverse_h100_f199_v1",
+  "evaluation_benchmarks": [
+    "loop_true_reverse_h100_f199_v1"
+  ],
+  "evaluation_memory_mode": "correct",
+  "evaluation_case_counts": {
+    "loop_true_reverse_h100_f199_v1": 8
+  },
+  "evaluation_case_order": "scene_manifest_then_path_ordinal",
+  "evaluation_case_seed": "1000003*metadata_index+path_ordinal",
+  "evaluation_trajectory": "G0..G99,G99..G0",
+  "evaluation_output_frames": 200,
+  "evaluation_observed_output_interval": [
+    0,
+    100
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+  "evaluation_generated_output_interval": [
+    100,
+    200
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+  "evaluation_generated_segments": {
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+        25
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+        50
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+  "evaluation_turnaround_duplication": true,
+  "monitoring_steps": [
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+    5000,
+    7500,
+    10000,
+    12500,
+    15000,
+    20000,
+    25000,
+    30000,
+    35000,
+    40000,
+    50000,
+    60000,
+    70000,
+    80000,
+    90000,
+    100000
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+}

results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/test_loop_true_reverse_h100_f199_v1_case_manifest.json

@@ -0,0 +1,120 @@
+{
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+      "metadata_index": 4865,
+      "scene_id": "b009fbe3950ebeb2",
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+}

results/re10k_short_reverse_dememwm_full_monitor8_train731edd42758e_eval940b6fb72bb1_step70000_job81244/test_scene_manifest.json

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