diff --git a/.gitattributes b/.gitattributes index b0848e8bb03f58ae9cc099464c29be2be12d9d4e..961e1a178b91194832955c8d89855be4ecbf18d7 100644 --- a/.gitattributes +++ b/.gitattributes @@ -76,3 +76,7 @@ VideoX-Fun/ours_data_large_binary_single_question_with_gt_qwen3vl_cleaned.csv fi VideoX-Fun/sensity_check_prompts.csv filter=lfs diff=lfs merge=lfs -text VideoX-Fun/_hf_upload_manifest/overflow_shards.jsonl filter=lfs diff=lfs merge=lfs -text outputs/analysis/frame_importance_stats/record_level_frame_importance_first100.csv filter=lfs diff=lfs merge=lfs -text +outputs/debug/wandb/wandb/run-20260421_144830-74grl7m1/run-74grl7m1.wandb filter=lfs diff=lfs merge=lfs -text +outputs/debug/wandb/wandb/run-20260421_155030-74grl7m1/run-74grl7m1.wandb filter=lfs diff=lfs merge=lfs -text +outputs/debug/wandb/wandb/run-20260422_042830-74grl7m1/run-74grl7m1.wandb filter=lfs diff=lfs merge=lfs -text +outputs/debug/wandb/wandb/run-20260422_152557-74grl7m1/run-74grl7m1.wandb filter=lfs diff=lfs merge=lfs -text diff --git a/outputs/debug/logs/training_rank_0.log b/outputs/debug/logs/training_rank_0.log new file mode 100644 index 0000000000000000000000000000000000000000..98b108c699523313423336610a9e1e13fc32d986 --- /dev/null +++ b/outputs/debug/logs/training_rank_0.log @@ -0,0 +1,681 @@ +2026-04-21 14:48:29.503 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.504 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:31.474 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-21 14:48:31.475 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.475 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-21 14:48:31.475 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-21 14:48:31.476 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-21 14:48:31.476 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-21 14:48:31.477 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-21 14:48:31.477 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.478 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-21 14:48:31.478 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.491 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-21 14:48:31.491 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-21 14:48:31.492 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-21 14:48:31.493 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-21 14:48:31.493 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-21 14:48:31.493 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-21 14:48:31.494 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-21 14:48:31.494 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-21 14:48:31.495 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-21 14:48:31.495 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-21 14:48:31.496 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.496 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-21 14:48:31.497 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.497 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-21 14:48:31.497 | INFO | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-21 14:48:31.498 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-21 14:48:31.498 | INFO | __main__:print_training_configuration:860 - SP size : 2 +2026-04-21 14:48:31.499 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-21 14:48:31.499 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.500 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-21 14:48:31.500 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.501 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-21 14:48:31.501 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-21 14:48:31.502 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-21 14:48:31.502 | INFO | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-21 14:48:31.502 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-21 14:48:31.503 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-21 14:48:31.503 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-21 14:48:31.504 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.504 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-21 14:48:31.504 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.505 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-21 14:48:31.505 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-21 14:48:31.506 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-21 14:48:31.506 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-21 14:48:31.507 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-21 14:48:31.507 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-21 14:48:31.508 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-21 14:48:31.508 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.509 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-21 14:48:31.509 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.509 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-21 14:48:31.510 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-21 14:48:31.510 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-21 14:48:31.511 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-21 14:48:31.511 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-21 14:48:31.512 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-21 14:48:31.512 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-21 14:48:31.513 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-21 14:48:31.513 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-21 14:48:31.513 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-21 14:48:31.514 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-21 14:48:31.514 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-21 14:48:31.514 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-21 14:48:31.515 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.515 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-21 14:48:31.515 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.516 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-21 14:48:31.516 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-21 14:48:31.517 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-21 14:48:31.517 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-21 14:48:31.518 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-21 14:48:31.518 | INFO | __main__:print_training_configuration:910 - Update ref model step : 10 +2026-04-21 14:48:31.518 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-21 14:48:31.519 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-21 14:48:31.519 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-21 14:48:31.520 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-21 14:48:31.520 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-21 14:48:31.520 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-21 14:48:31.521 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-21 14:48:31.521 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.522 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-21 14:48:31.522 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.522 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-21 14:48:31.523 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-21 14:48:31.523 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-21 14:48:31.524 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-21 14:48:31.524 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-21 14:48:31.524 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-21 14:48:31.525 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-21 14:48:31.525 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-21 14:48:31.526 | INFO | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-21 14:48:31.526 | INFO | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-21 14:48:31.526 | INFO | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-21 14:48:31.527 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-21 14:48:31.527 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-21 14:48:31.832 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:31.833 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:31.833 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-21 14:48:31.834 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-21 14:48:31.834 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-21 14:48:31.835 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-21 14:48:33.054 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 14:48:33.191 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.191 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:39.663 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 14:49:40.444 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:40.445 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:42.947 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 14:50:44.423 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 14:50:46.033 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.927 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.892 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:30.201 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:30.201 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:32.742 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-21 15:50:32.743 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.743 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-21 15:50:32.744 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-21 15:50:32.745 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-21 15:50:32.745 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-21 15:50:32.745 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-21 15:50:32.746 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.746 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-21 15:50:32.746 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.758 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-21 15:50:32.759 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-21 15:50:32.759 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-21 15:50:32.761 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-21 15:50:32.761 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-21 15:50:32.761 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-21 15:50:32.762 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-21 15:50:32.763 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-21 15:50:32.763 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-21 15:50:32.764 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-21 15:50:32.764 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.764 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-21 15:50:32.765 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.765 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-21 15:50:32.766 | INFO | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-21 15:50:32.766 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-21 15:50:32.766 | INFO | __main__:print_training_configuration:860 - SP size : 2 +2026-04-21 15:50:32.767 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-21 15:50:32.767 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.767 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-21 15:50:32.767 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.768 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-21 15:50:32.768 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-21 15:50:32.769 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-21 15:50:32.769 | INFO | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-21 15:50:32.770 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-21 15:50:32.770 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-21 15:50:32.771 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-21 15:50:32.771 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.772 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-21 15:50:32.772 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.772 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-21 15:50:32.772 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-21 15:50:32.773 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-21 15:50:32.773 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-21 15:50:32.774 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-21 15:50:32.774 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-21 15:50:32.774 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-21 15:50:32.775 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.775 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-21 15:50:32.775 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.776 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-21 15:50:32.776 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-21 15:50:32.777 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-21 15:50:32.777 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-21 15:50:32.778 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-21 15:50:32.778 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-21 15:50:32.778 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-21 15:50:32.779 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-21 15:50:32.779 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-21 15:50:32.779 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-21 15:50:32.780 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-21 15:50:32.780 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-21 15:50:32.780 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-21 15:50:32.781 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.781 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-21 15:50:32.782 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.782 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-21 15:50:32.782 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-21 15:50:32.783 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-21 15:50:32.783 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-21 15:50:32.784 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-21 15:50:32.784 | INFO | __main__:print_training_configuration:910 - Update ref model step : 10 +2026-04-21 15:50:32.785 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-21 15:50:32.785 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-21 15:50:32.786 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-21 15:50:32.786 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-21 15:50:32.786 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-21 15:50:32.787 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-21 15:50:32.787 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-21 15:50:32.787 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.788 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-21 15:50:32.788 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.789 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-21 15:50:32.789 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-21 15:50:32.789 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-21 15:50:32.790 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-21 15:50:32.790 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-21 15:50:32.791 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-21 15:50:32.791 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-21 15:50:32.792 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-21 15:50:32.792 | INFO | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-21 15:50:32.792 | INFO | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-21 15:50:32.793 | INFO | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-21 15:50:32.793 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-21 15:50:32.794 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-21 15:50:33.106 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:33.107 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:33.107 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-21 15:50:33.108 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-21 15:50:33.108 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-21 15:50:33.109 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-21 15:50:34.529 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-21 15:50:34.539 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 15:50:34.662 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.663 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:41.462 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 15:51:42.269 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:42.269 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:44.313 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 15:52:45.766 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 15:52:47.513 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.688 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.258 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.172 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.683 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.130 | INFO | __main__:_log_precision_diagnostics_once:1372 - [PrecisionDiag] trainable param dtypes: ['torch.float32'] +2026-04-21 16:01:51.130 | INFO | __main__:_log_precision_diagnostics_once:1375 - [PrecisionDiag] Using composable FSDP2 mixed precision (param_dtype=bf16, reduce_dtype=float32). This path does not maintain an explicit FP32 master-weight copy for parameters. +2026-04-21 16:01:51.133 | INFO | __main__:_log_precision_diagnostics_once:1388 - [PrecisionDiag] optimizer tensor-state dtypes: ['torch.float32'] (count=2804) +2026-04-21 16:01:51.134 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 1 train_steps 40 {'step': '1/10000', 'learning_rate': '0.00001000', 'loss': '-2.682e-07', 'grad_norm': '0.01066162', 'KL_weight': '0.00000396', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '257.61416626', 'grpo_loop_time': '418.37072754', 'ref_model_time': '124.14012909', 'approx_kl': '1.479e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '-2.906e-07', 'kl_loss': '0.00863841', 'kl_moving': '0.00863842', 'kl_stepwise': '-1.902e-08', 'gathered_avg_reward_mean': '-1.07328284', 'gathered_avg_reward_std': '0.44008070', 'gathered_videoalign_local_mq_reward_mean': '-0.93518472', 'gathered_videoalign_local_mq_reward_std': '0.22331762', 'gathered_videoalign_local_overall_reward_mean': '-2.16913152', 'gathered_videoalign_local_overall_reward_std': '0.58840650', 'gathered_videoalign_local_ta_reward_mean': '0.02256578', 'gathered_videoalign_local_ta_reward_std': '0.30612063', 'gathered_videoalign_local_vq_reward_mean': '-1.25651264', 'gathered_videoalign_local_vq_reward_std': '0.17318933', 'gathered_ori_avg_reward_mean': '-1.07328284', 'gathered_ori_avg_reward_std': '0.44008070'} +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:01:51.294 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.295 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:54.542 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1481_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 16:02:55.155 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:55.156 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.266 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1482_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:03:58.070 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 16:03:58.832 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.536 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.744 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.326 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 2 train_steps 80 {'step': '2/10000', 'learning_rate': '0.00001000', 'loss': '-1.788e-07', 'grad_norm': '0.01083679', 'KL_weight': '0.00000792', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '251.31460571', 'grpo_loop_time': '414.25421143', 'ref_model_time': '123.14079285', 'approx_kl': '1.560e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '-2.813e-07', 'kl_loss': '0.00744735', 'kl_moving': '0.00744735', 'kl_stepwise': '-1.874e-08', 'gathered_avg_reward_mean': '-0.57466680', 'gathered_avg_reward_std': '1.04985189', 'gathered_videoalign_local_mq_reward_mean': '-0.57400572', 'gathered_videoalign_local_mq_reward_std': '0.33090693', 'gathered_videoalign_local_overall_reward_mean': '-1.30037904', 'gathered_videoalign_local_overall_reward_std': '1.27385473', 'gathered_videoalign_local_ta_reward_mean': '0.15104552', 'gathered_videoalign_local_ta_reward_std': '0.84300774', 'gathered_videoalign_local_vq_reward_mean': '-0.87741888', 'gathered_videoalign_local_vq_reward_std': '0.20758396', 'gathered_ori_avg_reward_mean': '-0.57466680', 'gathered_ori_avg_reward_std': '1.04985189'} +2026-04-21 16:12:57.372 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:12:57.462 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.462 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:14:00.754 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8771_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 16:14:01.503 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:14:01.504 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:03.529 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8772_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:15:04.350 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 16:15:05.072 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.783 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.483 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 3 train_steps 120 {'step': '3/10000', 'learning_rate': '0.00001000', 'loss': '-2.086e-07', 'grad_norm': '0.01063384', 'KL_weight': '0.00000120', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '249.13354492', 'grpo_loop_time': '414.43972778', 'ref_model_time': '120.80517578', 'approx_kl': '1.426e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '-2.682e-07', 'kl_loss': '0.00618454', 'kl_moving': '0.00618454', 'kl_stepwise': '-2.075e-08', 'gathered_avg_reward_mean': '-1.57800758', 'gathered_avg_reward_std': '0.19400825', 'gathered_videoalign_local_mq_reward_mean': '-1.01983666', 'gathered_videoalign_local_mq_reward_std': '0.10223494', 'gathered_videoalign_local_overall_reward_mean': '-2.86369872', 'gathered_videoalign_local_overall_reward_std': '0.25308815', 'gathered_videoalign_local_ta_reward_mean': '-0.29231644', 'gathered_videoalign_local_ta_reward_std': '0.16989647', 'gathered_videoalign_local_vq_reward_mean': '-1.55154562', 'gathered_videoalign_local_vq_reward_std': '0.14786871', 'gathered_ori_avg_reward_mean': '-1.57800758', 'gathered_ori_avg_reward_std': '0.19400822'} +2026-04-21 16:24:01.524 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:24:01.618 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.618 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:04.684 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5648_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 16:25:05.254 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:05.255 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:07.572 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5649_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:26:08.500 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 16:26:09.275 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.697 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.210 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 4 train_steps 160 {'step': '4/10000', 'learning_rate': '0.00001000', 'loss': '-9.686e-08', 'grad_norm': '0.00794416', 'KL_weight': '1.000e-07', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '249.84045410', 'grpo_loop_time': '414.29733276', 'ref_model_time': '121.50069427', 'approx_kl': '1.450e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '-9.686e-08', 'kl_loss': '0.00632224', 'kl_moving': '0.00632224', 'kl_stepwise': '-1.881e-08', 'gathered_avg_reward_mean': '-0.67030287', 'gathered_avg_reward_std': '0.92555404', 'gathered_videoalign_local_mq_reward_mean': '-0.70078433', 'gathered_videoalign_local_mq_reward_std': '0.37624747', 'gathered_videoalign_local_overall_reward_mean': '-1.50739539', 'gathered_videoalign_local_overall_reward_std': '1.35916543', 'gathered_videoalign_local_ta_reward_mean': '0.16678962', 'gathered_videoalign_local_ta_reward_std': '0.49920946', 'gathered_videoalign_local_vq_reward_mean': '-0.97340071', 'gathered_videoalign_local_vq_reward_std': '0.53128082', 'gathered_ori_avg_reward_mean': '-0.67030287', 'gathered_ori_avg_reward_std': '0.92555410'} +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:35:06.345 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.346 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:09.725 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_0/index_1462_seed_13994_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 16:36:10.768 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:10.769 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:12.957 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_0/index_1462_seed_13995_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:37:13.896 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 16:37:14.715 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.335 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.335 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:34.139 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-22 04:28:34.140 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.140 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-22 04:28:34.140 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-22 04:28:34.141 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-22 04:28:34.142 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-22 04:28:34.142 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-22 04:28:34.142 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.143 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-22 04:28:34.143 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.155 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-22 04:28:34.155 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-22 04:28:34.156 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-22 04:28:34.156 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-22 04:28:34.157 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-22 04:28:34.157 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-22 04:28:34.158 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-22 04:28:34.158 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-22 04:28:34.158 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-22 04:28:34.159 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-22 04:28:34.159 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.159 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-22 04:28:34.160 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.160 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-22 04:28:34.160 | INFO | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-22 04:28:34.161 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-22 04:28:34.161 | INFO | __main__:print_training_configuration:860 - SP size : 2 +2026-04-22 04:28:34.161 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-22 04:28:34.161 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.162 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-22 04:28:34.162 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.163 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-22 04:28:34.163 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-22 04:28:34.163 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-22 04:28:34.164 | INFO | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-22 04:28:34.164 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-22 04:28:34.165 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-22 04:28:34.165 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-22 04:28:34.165 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.166 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-22 04:28:34.166 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.166 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-22 04:28:34.167 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-22 04:28:34.167 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-22 04:28:34.168 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-22 04:28:34.168 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-22 04:28:34.168 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-22 04:28:34.169 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-22 04:28:34.169 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.169 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-22 04:28:34.170 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.170 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-22 04:28:34.171 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-22 04:28:34.171 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-22 04:28:34.171 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-22 04:28:34.171 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-22 04:28:34.172 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-22 04:28:34.172 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-22 04:28:34.173 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-22 04:28:34.173 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-22 04:28:34.174 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-22 04:28:34.174 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-22 04:28:34.174 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-22 04:28:34.175 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-22 04:28:34.175 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.176 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-22 04:28:34.176 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.176 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-22 04:28:34.177 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-22 04:28:34.177 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:910 - Update ref model step : 10 +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-22 04:28:34.179 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-22 04:28:34.180 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-22 04:28:34.180 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-22 04:28:34.180 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-22 04:28:34.180 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-22 04:28:34.181 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.181 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-22 04:28:34.182 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.182 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-22 04:28:34.183 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-22 04:28:34.183 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-22 04:28:34.184 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-22 04:28:34.184 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-22 04:28:34.184 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-22 04:28:34.185 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-22 04:28:34.185 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-22 04:28:34.185 | INFO | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-22 04:28:34.186 | INFO | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-22 04:28:34.186 | INFO | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-22 04:28:34.187 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-22 04:28:34.187 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-22 04:28:34.497 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:34.498 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:34.499 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-22 04:28:34.499 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-22 04:28:34.500 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-22 04:28:34.500 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-22 04:28:35.784 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-22 04:28:35.922 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.923 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:42.397 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 04:29:43.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:43.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:45.697 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 04:30:47.202 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-22 04:30:48.875 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:52.974 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.902 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.540 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.540 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:59.319 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-22 15:25:59.320 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.320 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-22 15:25:59.321 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-22 15:25:59.321 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-22 15:25:59.322 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-22 15:25:59.322 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-22 15:25:59.323 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.323 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-22 15:25:59.324 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.335 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-22 15:25:59.336 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-22 15:25:59.336 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-22 15:25:59.337 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-22 15:25:59.337 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-22 15:25:59.337 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-22 15:25:59.338 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-22 15:25:59.338 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-22 15:25:59.339 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-22 15:25:59.339 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-22 15:25:59.340 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.340 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-22 15:25:59.341 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.341 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-22 15:25:59.342 | INFO | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-22 15:25:59.342 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-22 15:25:59.343 | INFO | __main__:print_training_configuration:860 - SP size : 2 +2026-04-22 15:25:59.343 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-22 15:25:59.343 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.344 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-22 15:25:59.344 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.345 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-22 15:25:59.345 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-22 15:25:59.345 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-22 15:25:59.346 | INFO | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-22 15:25:59.347 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-22 15:25:59.347 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-22 15:25:59.347 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-22 15:25:59.348 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.348 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-22 15:25:59.349 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.349 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-22 15:25:59.350 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-22 15:25:59.350 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-22 15:25:59.351 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-22 15:25:59.351 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-22 15:25:59.352 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-22 15:25:59.352 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-22 15:25:59.353 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.353 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-22 15:25:59.354 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.354 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-22 15:25:59.354 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-22 15:25:59.354 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-22 15:25:59.355 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-22 15:25:59.355 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-22 15:25:59.356 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-22 15:25:59.356 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-22 15:25:59.357 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-22 15:25:59.357 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-22 15:25:59.357 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-22 15:25:59.358 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-22 15:25:59.358 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-22 15:25:59.358 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-22 15:25:59.358 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.359 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-22 15:25:59.360 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.360 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-22 15:25:59.360 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-22 15:25:59.361 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-22 15:25:59.361 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-22 15:25:59.362 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-22 15:25:59.362 | INFO | __main__:print_training_configuration:910 - Update ref model step : 1 +2026-04-22 15:25:59.363 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-22 15:25:59.363 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-22 15:25:59.364 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-22 15:25:59.364 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-22 15:25:59.364 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-22 15:25:59.365 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-22 15:25:59.365 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-22 15:25:59.365 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.366 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-22 15:25:59.366 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.367 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-22 15:25:59.367 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-22 15:25:59.367 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-22 15:25:59.368 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-22 15:25:59.368 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-22 15:25:59.369 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-22 15:25:59.369 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-22 15:25:59.370 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-22 15:25:59.370 | INFO | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-22 15:25:59.370 | INFO | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-22 15:25:59.371 | INFO | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-22 15:25:59.371 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-22 15:25:59.372 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-22 15:25:59.693 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:59.694 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:25:59.695 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-22 15:25:59.695 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-22 15:25:59.696 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-22 15:25:59.696 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-22 15:26:01.042 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-22 15:26:01.210 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.211 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:09.193 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 15:27:10.000 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:10.001 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.089 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:28:13.598 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-22 15:28:15.225 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.500 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.390 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.303 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.304 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:10.305 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-22 15:52:10.306 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.306 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-22 15:52:10.306 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-22 15:52:10.307 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-22 15:52:10.307 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-22 15:52:10.307 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-22 15:52:10.307 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.308 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-22 15:52:10.308 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.320 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-22 15:52:10.320 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-22 15:52:10.320 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-22 15:52:10.320 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-22 15:52:10.321 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-22 15:52:10.321 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-22 15:52:10.321 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-22 15:52:10.321 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-22 15:52:10.322 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-22 15:52:10.322 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-22 15:52:10.322 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.322 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-22 15:52:10.323 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.323 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-22 15:52:10.323 | INFO | __main__:print_training_configuration:858 - DP degree : 8 +2026-04-22 15:52:10.323 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-22 15:52:10.324 | INFO | __main__:print_training_configuration:860 - SP size : 1 +2026-04-22 15:52:10.324 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-22 15:52:10.324 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.324 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-22 15:52:10.325 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.325 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-22 15:52:10.325 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 16 +2026-04-22 15:52:10.325 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-22 15:52:10.326 | INFO | __main__:print_training_configuration:869 - Num generations : 1 +2026-04-22 15:52:10.326 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-22 15:52:10.326 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-22 15:52:10.326 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-22 15:52:10.327 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.327 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-22 15:52:10.327 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.327 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-22 15:52:10.328 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-22 15:52:10.328 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-22 15:52:10.328 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-22 15:52:10.328 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-22 15:52:10.329 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-22 15:52:10.329 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-22 15:52:10.329 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.329 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-22 15:52:10.330 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.330 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-22 15:52:10.330 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-22 15:52:10.330 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-22 15:52:10.331 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-22 15:52:10.331 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-22 15:52:10.331 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-22 15:52:10.331 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-22 15:52:10.332 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-22 15:52:10.332 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-22 15:52:10.332 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-22 15:52:10.332 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-22 15:52:10.333 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-22 15:52:10.333 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-22 15:52:10.333 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.333 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-22 15:52:10.334 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.334 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-22 15:52:10.334 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-22 15:52:10.334 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-22 15:52:10.335 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-22 15:52:10.335 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-22 15:52:10.335 | INFO | __main__:print_training_configuration:910 - Update ref model step : 1 +2026-04-22 15:52:10.336 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-22 15:52:10.336 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-22 15:52:10.336 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-22 15:52:10.336 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-22 15:52:10.337 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-22 15:52:10.337 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-22 15:52:10.337 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-22 15:52:10.337 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.338 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-22 15:52:10.338 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.338 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-22 15:52:10.338 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-22 15:52:10.339 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-22 15:52:10.339 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-22 15:52:10.339 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-22 15:52:10.339 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-22 15:52:10.340 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-22 15:52:10.340 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-22 15:52:10.340 | INFO | __main__:print_training_configuration:930 - WandB enabled : False +2026-04-22 15:52:10.340 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=1, dp_size=8, dp_rank=0, sp_rank=0, batch_size=2, num_generations=1, grad_accum=1 +2026-04-22 15:52:10.341 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=8, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, product=16 +2026-04-22 15:52:10.713 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:10.714 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:10.714 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-22 15:52:10.715 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-22 15:52:10.715 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-22 15:52:10.715 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-22 15:52:12.506 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=0, rank_in_group=0 +2026-04-22 15:52:12.907 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.908 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:42.061 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 15:53:42.897 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.897 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.939 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_0_rank_0_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.712 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 0 +2026-04-22 15:55:10.717 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 1 +2026-04-22 15:55:11.976 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.162 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.222 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.593 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:08:53.984 | INFO | __main__:_log_precision_diagnostics_once:1372 - [PrecisionDiag] trainable param dtypes: ['torch.float32'] +2026-04-22 16:08:53.985 | INFO | __main__:_log_precision_diagnostics_once:1375 - [PrecisionDiag] Using composable FSDP2 mixed precision (param_dtype=bf16, reduce_dtype=float32). This path does not maintain an explicit FP32 master-weight copy for parameters. +2026-04-22 16:08:53.987 | INFO | __main__:_log_precision_diagnostics_once:1388 - [PrecisionDiag] optimizer tensor-state dtypes: ['torch.float32'] (count=2804) +2026-04-22 16:08:53.988 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 1 train_steps 40 {'step': '1/10000', 'learning_rate': '0.00001000', 'loss': '1.425e-08', 'grad_norm': '3.688e-07', 'KL_weight': '0.00000396', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '354.27218628', 'grpo_loop_time': '646.50683594', 'ref_model_time': '174.63209534', 'approx_kl': '1.497e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '0.00000000', 'kl_loss': '0.00712395', 'kl_moving': '0.00712396', 'kl_stepwise': '-2.105e-08', 'gathered_avg_reward_mean': '-0.95339620', 'gathered_avg_reward_std': '0.69877505', 'gathered_videoalign_local_mq_reward_mean': '-0.77515584', 'gathered_videoalign_local_mq_reward_std': '0.25760680', 'gathered_videoalign_local_overall_reward_mean': '-1.94635177', 'gathered_videoalign_local_overall_reward_std': '0.87107003', 'gathered_videoalign_local_ta_reward_mean': '0.03955926', 'gathered_videoalign_local_ta_reward_std': '0.56261855', 'gathered_videoalign_local_vq_reward_mean': '-1.21075511', 'gathered_videoalign_local_vq_reward_std': '0.23360021', 'gathered_ori_avg_reward_mean': '-0.95339626', 'gathered_ori_avg_reward_std': '0.69877505'} +2026-04-22 16:09:26.196 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.578 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=0, rank_in_group=0 +2026-04-22 16:09:30.662 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.663 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:10:59.861 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_0/index_6771_seed_33047_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 16:11:00.527 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:11:00.528 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.762 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_1/index_3217_seed_28160_dp_0_rank_0_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.626 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 0 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 1 +2026-04-22 16:12:29.436 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.627 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.140 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:07.557 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 2 train_steps 80 {'step': '2/10000', 'learning_rate': '0.00001000', 'loss': '4.378e-08', 'grad_norm': '0.00000142', 'KL_weight': '0.00000792', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '351.02148438', 'grpo_loop_time': '705.48779297', 'ref_model_time': '171.60736084', 'approx_kl': '1.522e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '0.00000000', 'kl_loss': '0.00720933', 'kl_moving': '0.00720933', 'kl_stepwise': '-2.007e-08', 'gathered_avg_reward_mean': '-1.10273480', 'gathered_avg_reward_std': '0.74919885', 'gathered_videoalign_local_mq_reward_mean': '-0.93683374', 'gathered_videoalign_local_mq_reward_std': '0.21332532', 'gathered_videoalign_local_overall_reward_mean': '-2.19450641', 'gathered_videoalign_local_overall_reward_std': '0.88613653', 'gathered_videoalign_local_ta_reward_mean': '-0.01096334', 'gathered_videoalign_local_ta_reward_std': '0.67627674', 'gathered_videoalign_local_vq_reward_mean': '-1.24670935', 'gathered_videoalign_local_vq_reward_std': '0.34652811', 'gathered_ori_avg_reward_mean': '-1.10273480', 'gathered_ori_avg_reward_std': '0.74919885'} +2026-04-22 16:27:39.176 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.846 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=0, rank_in_group=0 +2026-04-22 16:27:40.929 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.929 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.858 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_0/index_5387_seed_9522_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 16:29:10.494 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.494 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:38.036 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_1/index_8238_seed_31698_dp_0_rank_0_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.628 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 0 +2026-04-22 16:30:38.632 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 1 +2026-04-22 16:30:39.474 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... diff --git a/outputs/debug/logs/training_rank_1.log b/outputs/debug/logs/training_rank_1.log new file mode 100644 index 0000000000000000000000000000000000000000..b36bd64c27784c1c9ad48454d5359e89c608ecab --- /dev/null +++ b/outputs/debug/logs/training_rank_1.log @@ -0,0 +1,142 @@ +2026-04-21 14:48:29.495 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.496 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:29.812 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:29.813 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 14:48:33.244 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.244 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:38.577 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:38.577 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg'] +2026-04-21 14:50:46.040 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.968 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.892 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 1, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:30.184 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:30.184 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:30.503 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:30.503 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:34.539 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 15:50:34.647 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.648 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:40.114 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:40.114 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg'] +2026-04-21 15:52:47.478 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.689 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.314 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.172 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 1, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.588 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 1, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:01:51.286 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.286 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:53.314 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:53.315 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg'] +2026-04-21 16:03:58.727 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.535 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.767 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 1, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.372 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:12:57.459 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.459 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:13:59.675 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:13:59.676 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg'] +2026-04-21 16:15:05.036 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.679 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 1, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.523 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:24:01.608 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:03.400 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:03.401 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg'] +2026-04-21 16:26:09.168 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.674 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 1, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:35:06.340 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:08.724 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:08.724 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg'] +2026-04-21 16:37:14.682 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.286 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.286 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:29.599 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:29.599 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-22 04:28:35.901 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.902 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:41.198 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:41.198 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg'] +2026-04-22 04:30:48.865 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:53.016 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.901 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 1, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.439 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.439 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:56.747 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:56.747 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-22 15:26:01.200 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.200 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:07.912 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:07.913 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg'] +2026-04-22 15:28:15.203 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.548 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.391 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 1, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.690 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.690 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:10.997 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:10.997 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 1: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=1, rank_in_group=0 +2026-04-22 15:52:12.903 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.903 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:42.040 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 1: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_2/index_3698_seed_1481_dp_1_rank_1_sample_0_slot_0.mp4 +2026-04-22 15:53:42.872 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.872 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.933 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 1: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_3/index_2841_seed_6714_dp_1_rank_1_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.711 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 1 saved 1 entries for group 2 +2026-04-22 15:55:10.715 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 1 saved 1 entries for group 3 +2026-04-22 15:55:11.750 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.163 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.219 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 1, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.590 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 1, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:09:28.074 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.578 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 1: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=1, rank_in_group=0 +2026-04-22 16:09:30.683 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.683 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:10:59.844 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 1: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_2/index_2519_seed_2818_dp_1_rank_1_sample_0_slot_0.mp4 +2026-04-22 16:11:00.486 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:11:00.486 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.620 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 1: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_3/index_6359_seed_23299_dp_1_rank_1_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.626 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 1 saved 1 entries for group 2 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 1 saved 1 entries for group 3 +2026-04-22 16:12:29.374 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 1: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.669 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.146 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 1, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:38.754 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.846 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 1, dp_rank 1: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=1, rank_in_group=0 +2026-04-22 16:27:40.927 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.927 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.394 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 1: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_2/index_867_seed_29546_dp_1_rank_1_sample_0_slot_0.mp4 +2026-04-22 16:29:10.072 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 1 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.072 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 1 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:37.818 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 1: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_3/index_6174_seed_3010_dp_1_rank_1_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 1: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.628 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 1 saved 1 entries for group 2 +2026-04-22 16:30:38.632 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 1 saved 1 entries for group 3 +2026-04-22 16:30:39.319 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 1: Pre-computing Reference Model statistics (Batch-wise)... diff --git a/outputs/debug/logs/training_rank_2.log b/outputs/debug/logs/training_rank_2.log new file mode 100644 index 0000000000000000000000000000000000000000..bcf6c7e0b73fb3d131d13a294a102eb1ba1ea044 --- /dev/null +++ b/outputs/debug/logs/training_rank_2.log @@ -0,0 +1,158 @@ +2026-04-21 14:48:29.492 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.492 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:29.805 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:29.806 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 14:48:33.176 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.177 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:39.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28578_dp_1_rank_2_sample_2_slot_0.mp4 +2026-04-21 14:49:40.770 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:40.771 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:43.007 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28579_dp_1_rank_2_sample_3_slot_1.mp4 +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 14:50:46.023 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.932 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.900 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 2, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:29.842 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:29.842 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:30.161 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:30.162 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:34.539 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 15:50:34.648 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.649 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:41.517 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28578_dp_1_rank_2_sample_2_slot_0.mp4 +2026-04-21 15:51:42.278 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:42.279 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:44.306 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28579_dp_1_rank_2_sample_3_slot_1.mp4 +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 15:52:47.546 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.688 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.256 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.171 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 2, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.615 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 2, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 16:01:51.288 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.288 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:54.548 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1483_dp_1_rank_2_sample_2_slot_0.mp4 +2026-04-21 16:02:55.127 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:55.127 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.315 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1484_dp_1_rank_2_sample_3_slot_1.mp4 +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:03:58.838 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.536 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.789 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 2, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.372 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 16:12:57.457 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.458 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:14:00.791 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8773_dp_1_rank_2_sample_2_slot_0.mp4 +2026-04-21 16:14:01.507 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:14:01.507 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:03.463 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8774_dp_1_rank_2_sample_3_slot_1.mp4 +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:15:05.162 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.705 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 2, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.523 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 16:24:01.610 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.611 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:04.447 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5650_dp_1_rank_2_sample_2_slot_0.mp4 +2026-04-21 16:25:04.984 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:04.985 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:07.674 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5651_dp_1_rank_2_sample_3_slot_1.mp4 +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:26:09.244 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.701 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 2, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:09.872 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_0/index_1462_seed_13996_dp_1_rank_2_sample_2_slot_0.mp4 +2026-04-21 16:36:10.887 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:10.887 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:13.184 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_0/index_1462_seed_13997_dp_1_rank_2_sample_3_slot_1.mp4 +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:37:14.698 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.065 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.065 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:29.374 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:29.375 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-22 04:28:35.909 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.909 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:42.697 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28578_dp_1_rank_2_sample_2_slot_0.mp4 +2026-04-22 04:29:43.419 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:43.420 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:45.757 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28579_dp_1_rank_2_sample_3_slot_1.mp4 +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 04:30:48.840 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:52.976 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.904 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 2, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.675 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.676 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:56.988 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:56.989 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-22 15:26:01.200 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.200 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:09.213 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28578_dp_1_rank_2_sample_2_slot_0.mp4 +2026-04-22 15:27:09.991 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:09.991 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.218 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28579_dp_1_rank_2_sample_3_slot_1.mp4 +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:28:15.193 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.499 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.390 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 2, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.541 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.541 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:10.864 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:10.865 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 2: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=2, rank_in_group=0 +2026-04-22 15:52:12.906 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.906 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:41.980 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_4/index_8086_seed_8771_dp_2_rank_2_sample_0_slot_0.mp4 +2026-04-22 15:53:42.753 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.753 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.868 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_5/index_2550_seed_24564_dp_2_rank_2_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.711 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 2 saved 1 entries for group 4 +2026-04-22 15:55:10.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 2 saved 1 entries for group 5 +2026-04-22 15:55:11.937 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.161 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.215 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 2, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.615 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 2, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:09:26.180 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.578 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 2: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=2, rank_in_group=0 +2026-04-22 16:09:30.659 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.659 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:10:59.998 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_4/index_6929_seed_6201_dp_2_rank_2_sample_0_slot_0.mp4 +2026-04-22 16:11:00.746 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:11:00.747 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.929 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_5/index_5756_seed_18816_dp_2_rank_2_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.626 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 2 saved 1 entries for group 4 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 2 saved 1 entries for group 5 +2026-04-22 16:12:29.241 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 2: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.669 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.155 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 2, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:39.047 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.846 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 2, dp_rank 2: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=2, rank_in_group=0 +2026-04-22 16:27:40.926 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.926 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.507 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_4/index_2579_seed_64_dp_2_rank_2_sample_0_slot_0.mp4 +2026-04-22 16:29:10.188 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 2 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 2 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:37.706 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 2: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_5/index_267_seed_25095_dp_2_rank_2_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 2: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.630 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 2 saved 1 entries for group 4 +2026-04-22 16:30:38.633 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 2 saved 1 entries for group 5 +2026-04-22 16:30:39.377 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 2: Pre-computing Reference Model statistics (Batch-wise)... diff --git a/outputs/debug/logs/training_rank_3.log b/outputs/debug/logs/training_rank_3.log new file mode 100644 index 0000000000000000000000000000000000000000..f5888cbec11b8091130dc165c4b7ecfcb39694c0 --- /dev/null +++ b/outputs/debug/logs/training_rank_3.log @@ -0,0 +1,142 @@ +2026-04-21 14:48:29.492 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.492 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:29.810 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:29.811 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 14:48:33.220 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.220 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:38.621 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:38.621 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg'] +2026-04-21 14:50:46.036 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.969 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.898 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 3, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:29.861 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:29.862 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:30.191 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:30.192 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:34.539 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 15:50:34.648 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.648 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:40.191 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:40.191 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg'] +2026-04-21 15:52:47.523 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.689 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.295 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.172 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 3, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.659 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 3, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 16:01:51.288 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.288 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:53.369 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:53.370 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg'] +2026-04-21 16:03:58.790 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.535 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.735 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 3, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.372 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 16:12:57.459 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.460 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:13:59.675 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:13:59.676 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg'] +2026-04-21 16:15:05.023 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.711 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 3, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.523 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 16:24:01.612 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.612 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:03.725 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:03.725 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg'] +2026-04-21 16:26:09.198 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.705 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 3, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:08.791 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:08.792 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg'] +2026-04-21 16:37:14.604 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.061 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.061 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:29.374 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:29.375 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-22 04:28:35.901 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.901 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:40.780 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:40.780 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg'] +2026-04-22 04:30:48.790 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:53.018 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.904 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 3, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.680 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.680 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:56.994 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:56.995 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 1: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=1 +2026-04-22 15:26:01.202 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.202 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:08.003 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:08.003 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg'] +2026-04-22 15:28:15.193 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.390 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 3, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.531 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.531 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:10.846 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:10.847 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 3: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=3, rank_in_group=0 +2026-04-22 15:52:12.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.906 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:42.082 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 3: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_6/index_2282_seed_5648_dp_3_rank_3_sample_0_slot_0.mp4 +2026-04-22 15:53:42.888 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.888 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.834 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 3: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_7/index_7599_seed_8266_dp_3_rank_3_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.711 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 3 saved 1 entries for group 6 +2026-04-22 15:55:10.715 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 3 saved 1 entries for group 7 +2026-04-22 15:55:11.961 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.162 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.214 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 3, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.671 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 3, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:09:28.130 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.578 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 3: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=3, rank_in_group=0 +2026-04-22 16:09:30.664 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.664 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:10:59.930 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 3: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_6/index_5897_seed_5250_dp_3_rank_3_sample_0_slot_0.mp4 +2026-04-22 16:11:00.749 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:11:00.749 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.758 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 3: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_7/index_9764_seed_19707_dp_3_rank_3_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.626 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 3 saved 1 entries for group 6 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 3 saved 1 entries for group 7 +2026-04-22 16:12:29.434 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 3: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.669 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.157 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 3, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:39.206 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.845 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 3, dp_rank 3: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=3, rank_in_group=0 +2026-04-22 16:27:40.927 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.927 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.623 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 3: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_6/index_912_seed_17517_dp_3_rank_3_sample_0_slot_0.mp4 +2026-04-22 16:29:10.291 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 3 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.291 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 3 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:37.972 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 3: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_7/index_4618_seed_27257_dp_3_rank_3_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 3: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.628 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 3 saved 1 entries for group 6 +2026-04-22 16:30:38.631 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 3 saved 1 entries for group 7 +2026-04-22 16:30:39.453 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 3: Pre-computing Reference Model statistics (Batch-wise)... diff --git a/outputs/debug/logs/training_rank_4.log b/outputs/debug/logs/training_rank_4.log new file mode 100644 index 0000000000000000000000000000000000000000..80d09428537eab44113072ff0dab68a2c516525a --- /dev/null +++ b/outputs/debug/logs/training_rank_4.log @@ -0,0 +1,166 @@ +2026-04-21 14:48:29.357 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.358 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:29.717 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:29.718 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 14:48:33.243 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.243 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:39.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_2_rank_4_sample_0_slot_0.mp4 +2026-04-21 14:49:40.696 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:40.698 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:42.961 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1873_dp_2_rank_4_sample_1_slot_1.mp4 +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 14:50:44.421 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 4 saved 4 entries for group 1 +2026-04-21 14:50:45.997 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.929 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.893 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 4, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:30.161 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:30.161 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:30.485 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:30.486 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:34.539 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 15:50:34.647 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.647 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:41.503 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_2_rank_4_sample_0_slot_0.mp4 +2026-04-21 15:51:42.285 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:42.285 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:44.156 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1873_dp_2_rank_4_sample_1_slot_1.mp4 +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 15:52:45.757 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 4 saved 4 entries for group 1 +2026-04-21 15:52:47.544 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.688 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.257 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.167 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 4, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.608 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 4, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 16:01:51.287 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.287 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:54.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6714_dp_2_rank_4_sample_0_slot_0.mp4 +2026-04-21 16:02:54.826 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:54.827 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.141 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6715_dp_2_rank_4_sample_1_slot_1.mp4 +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:03:58.070 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 4 saved 4 entries for group 1 +2026-04-21 16:03:58.831 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.536 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.750 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 4, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.373 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 16:12:57.458 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.458 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:14:00.883 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24564_dp_2_rank_4_sample_0_slot_0.mp4 +2026-04-21 16:14:01.511 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:14:01.512 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:03.625 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24565_dp_2_rank_4_sample_1_slot_1.mp4 +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:15:04.351 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 4 saved 4 entries for group 1 +2026-04-21 16:15:05.110 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.988 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 4, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.524 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 16:24:01.610 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.610 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:04.915 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_1/index_7599_seed_8266_dp_2_rank_4_sample_0_slot_0.mp4 +2026-04-21 16:25:05.451 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:05.452 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:07.785 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_1/index_7599_seed_8267_dp_2_rank_4_sample_1_slot_1.mp4 +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:26:08.500 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 4 saved 4 entries for group 1 +2026-04-21 16:26:09.304 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.636 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 4, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 16:35:06.340 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.340 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:09.938 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_1/index_2026_seed_298_dp_2_rank_4_sample_0_slot_0.mp4 +2026-04-21 16:36:10.994 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:10.994 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:13.134 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_1/index_2026_seed_299_dp_2_rank_4_sample_1_slot_1.mp4 +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:37:13.896 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 4 saved 4 entries for group 1 +2026-04-21 16:37:14.705 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.321 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.322 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:29.637 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:29.637 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-22 04:28:35.904 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:42.230 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_2_rank_4_sample_0_slot_0.mp4 +2026-04-22 04:29:43.042 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:43.042 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:45.755 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1873_dp_2_rank_4_sample_1_slot_1.mp4 +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 04:30:47.194 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 4 saved 4 entries for group 1 +2026-04-22 04:30:48.841 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:52.976 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.903 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 4, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.467 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.467 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:56.784 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:56.785 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-22 15:26:01.202 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.203 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:09.373 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_2_rank_4_sample_0_slot_0.mp4 +2026-04-22 15:27:10.187 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:10.188 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.195 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1873_dp_2_rank_4_sample_1_slot_1.mp4 +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:28:13.595 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 4 saved 4 entries for group 1 +2026-04-22 15:28:15.216 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.501 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.388 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 4, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.402 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.403 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:10.720 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:10.721 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 4: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=4, rank_in_group=0 +2026-04-22 15:52:12.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:41.959 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_8/index_1462_seed_13994_dp_4_rank_4_sample_0_slot_0.mp4 +2026-04-22 15:53:42.730 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.731 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.768 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_9/index_2026_seed_298_dp_4_rank_4_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.711 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 4 saved 1 entries for group 8 +2026-04-22 15:55:10.715 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 4 saved 1 entries for group 9 +2026-04-22 15:55:11.930 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.161 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.220 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 4, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.605 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 4, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:09:28.507 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.579 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 4: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=4, rank_in_group=0 +2026-04-22 16:09:30.675 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.675 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:11:00.036 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_8/index_5307_seed_18345_dp_4_rank_4_sample_0_slot_0.mp4 +2026-04-22 16:11:00.796 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:11:00.796 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.996 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_9/index_6113_seed_2646_dp_4_rank_4_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.625 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 4 saved 1 entries for group 8 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 4 saved 1 entries for group 9 +2026-04-22 16:12:29.432 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 4: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.669 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.149 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 4, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:39.058 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.846 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 4, dp_rank 4: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=4, rank_in_group=0 +2026-04-22 16:27:40.931 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.931 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.657 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_8/index_1986_seed_27805_dp_4_rank_4_sample_0_slot_0.mp4 +2026-04-22 16:29:10.248 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 4 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.249 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 4 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:37.963 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 4: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_9/index_149_seed_23578_dp_4_rank_4_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 4: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 4 saved 1 entries for group 8 +2026-04-22 16:30:38.632 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 4 saved 1 entries for group 9 +2026-04-22 16:30:39.492 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 4: Pre-computing Reference Model statistics (Batch-wise)... diff --git a/outputs/debug/logs/training_rank_5.log b/outputs/debug/logs/training_rank_5.log new file mode 100644 index 0000000000000000000000000000000000000000..11cfec294f1c5b5acf85b1f8c7ba7bda97682f57 --- /dev/null +++ b/outputs/debug/logs/training_rank_5.log @@ -0,0 +1,142 @@ +2026-04-21 14:48:29.726 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.726 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:30.062 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:30.062 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 14:48:33.187 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.187 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:38.056 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:38.057 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg'] +2026-04-21 14:50:46.006 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.986 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.893 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 5, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:29.800 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:29.800 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:30.121 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:30.122 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:34.540 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 15:50:34.716 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.716 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:40.208 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:40.209 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg'] +2026-04-21 15:52:47.487 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.688 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.308 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.166 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 5, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.619 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 5, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 16:01:51.287 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.288 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:53.252 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:53.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg'] +2026-04-21 16:03:58.796 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.535 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.757 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 5, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.372 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 16:12:57.460 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.460 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:13:59.686 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:13:59.686 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg'] +2026-04-21 16:15:05.008 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.716 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 5, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.523 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 16:24:01.612 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.612 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:03.413 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:03.413 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg'] +2026-04-21 16:26:09.237 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.671 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 5, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:08.736 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:08.737 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg'] +2026-04-21 16:37:14.679 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.351 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.351 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:29.664 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:29.665 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-22 04:28:35.902 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.902 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:41.029 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:41.030 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg'] +2026-04-22 04:30:48.844 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:53.018 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.903 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 5, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.411 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.411 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:56.739 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:56.739 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 2: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=0 +2026-04-22 15:26:01.200 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.201 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:07.888 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:07.889 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg'] +2026-04-22 15:28:15.161 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.546 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.388 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 5, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.646 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.646 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:10.961 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:10.961 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 5: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=5, rank_in_group=0 +2026-04-22 15:52:12.904 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.904 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:41.874 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 5: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_10/index_2048_seed_1798_dp_5_rank_5_sample_0_slot_0.mp4 +2026-04-22 15:53:42.664 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.665 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.698 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 5: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_11/index_1871_seed_32873_dp_5_rank_5_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.711 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 5 saved 1 entries for group 10 +2026-04-22 15:55:10.715 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 5 saved 1 entries for group 11 +2026-04-22 15:55:11.784 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.162 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.220 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 5, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.590 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 5, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:09:26.537 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.578 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 5: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=5, rank_in_group=0 +2026-04-22 16:09:30.666 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.667 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:10:59.180 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 5: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_10/index_6903_seed_2425_dp_5_rank_5_sample_0_slot_0.mp4 +2026-04-22 16:10:59.780 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:10:59.781 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.929 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 5: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_11/index_3841_seed_710_dp_5_rank_5_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.625 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 5 saved 1 entries for group 10 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 5 saved 1 entries for group 11 +2026-04-22 16:12:29.401 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 5: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.669 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.144 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 5, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:39.047 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.845 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 5, dp_rank 5: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=5, rank_in_group=0 +2026-04-22 16:27:40.928 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.928 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.664 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 5: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_10/index_8507_seed_3371_dp_5_rank_5_sample_0_slot_0.mp4 +2026-04-22 16:29:10.252 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 5 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 5 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:37.979 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 5: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_11/index_3109_seed_10551_dp_5_rank_5_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 5: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.628 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 5 saved 1 entries for group 10 +2026-04-22 16:30:38.631 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 5 saved 1 entries for group 11 +2026-04-22 16:30:39.507 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 5: Pre-computing Reference Model statistics (Batch-wise)... diff --git a/outputs/debug/logs/training_rank_6.log b/outputs/debug/logs/training_rank_6.log new file mode 100644 index 0000000000000000000000000000000000000000..05eb125dee66d53768b0a2b8869d72ea72507a45 --- /dev/null +++ b/outputs/debug/logs/training_rank_6.log @@ -0,0 +1,158 @@ +2026-04-21 14:48:29.783 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.784 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:30.120 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:30.121 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 14:48:33.177 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.177 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:39.217 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1874_dp_3_rank_6_sample_2_slot_0.mp4 +2026-04-21 14:49:39.949 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:39.950 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:43.015 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1875_dp_3_rank_6_sample_3_slot_1.mp4 +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 14:50:46.034 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.931 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.894 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 6, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:29.723 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:29.724 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:30.086 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:30.087 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:34.540 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 15:50:34.713 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.713 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:40.954 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1874_dp_3_rank_6_sample_2_slot_0.mp4 +2026-04-21 15:51:41.714 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:41.714 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:44.326 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1875_dp_3_rank_6_sample_3_slot_1.mp4 +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 15:52:47.514 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.689 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.258 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.171 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 6, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.621 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 6, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 16:01:51.287 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.287 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:54.250 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6716_dp_3_rank_6_sample_2_slot_0.mp4 +2026-04-21 16:02:54.860 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:54.860 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.184 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6717_dp_3_rank_6_sample_3_slot_1.mp4 +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:03:58.774 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.535 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.772 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 6, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.372 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 16:12:57.460 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.461 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:14:00.901 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24566_dp_3_rank_6_sample_2_slot_0.mp4 +2026-04-21 16:14:01.511 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:14:01.512 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:03.643 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24567_dp_3_rank_6_sample_3_slot_1.mp4 +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:15:05.177 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.748 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 6, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.523 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 16:24:01.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:04.747 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_1/index_7599_seed_8268_dp_3_rank_6_sample_2_slot_0.mp4 +2026-04-21 16:25:05.302 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:05.302 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:07.759 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_1/index_7599_seed_8269_dp_3_rank_6_sample_3_slot_1.mp4 +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:26:09.346 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.654 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 6, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:09.782 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_1/index_2026_seed_300_dp_3_rank_6_sample_2_slot_0.mp4 +2026-04-21 16:36:10.868 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:10.868 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:13.169 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_1/index_2026_seed_301_dp_3_rank_6_sample_3_slot_1.mp4 +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:37:14.727 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.361 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.361 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:29.677 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:29.678 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-22 04:28:35.919 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.919 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:42.181 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1874_dp_3_rank_6_sample_2_slot_0.mp4 +2026-04-22 04:29:42.983 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:42.983 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:45.726 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1875_dp_3_rank_6_sample_3_slot_1.mp4 +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 04:30:48.816 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:52.975 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.904 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 6, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.630 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.630 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:56.942 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:56.943 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-22 15:26:01.200 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.201 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:09.187 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1874_dp_3_rank_6_sample_2_slot_0.mp4 +2026-04-22 15:27:09.972 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:09.973 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.212 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1875_dp_3_rank_6_sample_3_slot_1.mp4 +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:28:15.153 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.499 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.388 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 6, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.473 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.473 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:10.782 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:10.783 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 6: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=6, rank_in_group=0 +2026-04-22 15:52:12.907 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.907 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:42.041 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_12/index_6934_seed_26130_dp_6_rank_6_sample_0_slot_0.mp4 +2026-04-22 15:53:42.892 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.892 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.823 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_13/index_6493_seed_27062_dp_6_rank_6_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.711 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 6 saved 1 entries for group 12 +2026-04-22 15:55:10.715 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 6 saved 1 entries for group 13 +2026-04-22 15:55:11.962 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.164 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.224 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 6, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.611 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 6, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:09:28.489 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.579 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 6: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=6, rank_in_group=0 +2026-04-22 16:09:30.676 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.676 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:10:59.991 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_12/index_5051_seed_26455_dp_6_rank_6_sample_0_slot_0.mp4 +2026-04-22 16:11:00.797 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:11:00.797 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.860 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_13/index_587_seed_16699_dp_6_rank_6_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.626 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 6 saved 1 entries for group 12 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 6 saved 1 entries for group 13 +2026-04-22 16:12:29.483 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 6: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.669 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.154 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 6, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:39.049 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.846 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 6, dp_rank 6: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=6, rank_in_group=0 +2026-04-22 16:27:40.932 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.933 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.793 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_12/index_7027_seed_1344_dp_6_rank_6_sample_0_slot_0.mp4 +2026-04-22 16:29:10.448 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 6 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.449 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 6 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:37.933 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 6: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_13/index_3343_seed_16089_dp_6_rank_6_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 6: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.628 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 6 saved 1 entries for group 12 +2026-04-22 16:30:38.633 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 6 saved 1 entries for group 13 +2026-04-22 16:30:39.359 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 6: Pre-computing Reference Model statistics (Batch-wise)... diff --git a/outputs/debug/logs/training_rank_7.log b/outputs/debug/logs/training_rank_7.log new file mode 100644 index 0000000000000000000000000000000000000000..c92bd26e0d1f78af2f01acc68c43adcd0f264d44 --- /dev/null +++ b/outputs/debug/logs/training_rank_7.log @@ -0,0 +1,142 @@ +2026-04-21 14:48:29.785 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.786 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:30.121 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:30.121 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 14:48:33.175 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.176 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:38.584 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:38.584 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg'] +2026-04-21 14:50:46.031 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.994 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.894 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 7, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:30.157 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:30.157 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:30.473 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:30.474 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:34.539 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 15:50:34.647 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.647 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:39.633 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:39.634 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg'] +2026-04-21 15:52:47.517 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.689 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.300 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.171 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 7, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.606 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 7, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 16:01:51.291 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.291 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:52.867 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:52.868 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg'] +2026-04-21 16:03:58.738 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.535 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.769 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 7, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.372 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 16:12:57.458 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.459 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:13:59.227 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:13:59.228 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg'] +2026-04-21 16:15:05.024 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.737 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 7, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.523 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 16:24:01.610 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.611 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:03.214 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:03.214 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg'] +2026-04-21 16:26:09.296 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.641 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 7, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.341 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:08.332 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:08.332 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg'] +2026-04-21 16:37:14.596 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.015 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.015 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:29.375 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:29.375 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-22 04:28:35.903 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.903 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:41.048 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:41.049 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg'] +2026-04-22 04:30:48.815 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:53.027 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.904 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 7, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.545 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.546 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:56.856 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:56.856 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 3: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=1, rank_in_group=1 +2026-04-22 15:26:01.200 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.201 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:07.899 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:07.899 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg'] +2026-04-22 15:28:15.164 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.543 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.388 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 7, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.818 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.818 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:11.139 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:11.140 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 7: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=7, rank_in_group=0 +2026-04-22 15:52:12.909 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.909 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:42.009 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 7: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_14/index_3819_seed_25739_dp_7_rank_7_sample_0_slot_0.mp4 +2026-04-22 15:53:42.810 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.810 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.673 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 7: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_15/index_717_seed_14728_dp_7_rank_7_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.711 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 7 saved 1 entries for group 14 +2026-04-22 15:55:10.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 7 saved 1 entries for group 15 +2026-04-22 15:55:11.932 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.163 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.214 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 7, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.612 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 7, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:09:26.938 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.578 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 7: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=7, rank_in_group=0 +2026-04-22 16:09:30.671 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.671 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:10:59.911 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 7: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_14/index_6642_seed_2352_dp_7_rank_7_sample_0_slot_0.mp4 +2026-04-22 16:11:00.750 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:11:00.750 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.922 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 7: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_15/index_9841_seed_6828_dp_7_rank_7_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.626 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 7 saved 1 entries for group 14 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 7 saved 1 entries for group 15 +2026-04-22 16:12:29.448 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 7: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.669 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.155 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 7, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:38.908 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.845 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 7, dp_rank 7: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=7, rank_in_group=0 +2026-04-22 16:27:40.959 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.959 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.524 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 7: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_14/index_3777_seed_11912_dp_7_rank_7_sample_0_slot_0.mp4 +2026-04-22 16:29:10.220 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 7 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.220 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 7 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:37.834 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 7: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_15/index_6303_seed_21748_dp_7_rank_7_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 7: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 7 saved 1 entries for group 14 +2026-04-22 16:30:38.633 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 7 saved 1 entries for group 15 +2026-04-22 16:30:39.395 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 7: Pre-computing Reference Model statistics (Batch-wise)... diff --git a/outputs/debug/rl_samples/0000000/group_0/index_7542_group_0_rewards.json b/outputs/debug/rl_samples/0000000/group_0/index_7542_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..51e35a00875ee5cf86bc8287591f3c56e4dc20af --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_0/index_7542_group_0_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "tracking shot, shot from an extremely low angle, follows a heavy main battle tank as it rolls forward with a heavy, unstoppable momentum. The tank's massive steel armor, covered in a deep olive-green matte camouflage paint, is stained with splashing mud and streaks of rain. It traverses a rain-soaked dirt road. The diffuse light from the overcast sky casts a cold, shimmering light on the damp metal and the muddy ground. Each heavy rotation of its broad metal tracks deeply churns, squeezing, and tumbling the soft, slippery, dark brown earth beneath them, leaving behind two distinct, deep, and rapidly flooded ruts. Accompanied by the deafening roar of the engine and the low crunch of the tracks, black exhaust fumes billow from the rear exhaust pipe. The entire scene is imbued with a sense of oppression and cold military might, creating an atmosphere of austerity and unstoppable force.", + "seed": 28576, + "video_path": "./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 0, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.9832447867641736, + "videoalign_local_vq": -1.30691348549564, + "videoalign_local_overall": -2.320461604133545, + "videoalign_local_ta": -0.030303331873731226, + "avg": -1.175382468003638 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ae38d61430cdfe5f0024fb38760ac1523a29e092 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61577ba08331d1c121ef219dfca2b711488c8e9b2365843d4fb47e1b230abf08 +size 413900 diff --git a/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..804e01365c5c16f0acca666abba957cebe3ea16b --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6267a48e7bf67f415587b61b0808fecfb6a2c30e801786c1139161dd9c3a3892 +size 394191 diff --git a/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28578_dp_1_rank_2_sample_2_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28578_dp_1_rank_2_sample_2_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..22c4159b91a092a2a3b8a2bc080c33c82fe72797 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28578_dp_1_rank_2_sample_2_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c05eb4e57b9ad303a33f234837ec4f84c1c49c2d91cfedfb462f3e6f8bc0ecb +size 414761 diff --git a/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28579_dp_1_rank_2_sample_3_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28579_dp_1_rank_2_sample_3_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..53932b495f5cf523a924ad42918c35b4d8586fef --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28579_dp_1_rank_2_sample_3_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11679008f93b3a2bcfb57afb2af6388d16d8d9958d0c59e5a610b625187dcd60 +size 381618 diff --git a/outputs/debug/rl_samples/0000000/group_0/index_tensor([7542, 7542])_group_0_rewards.json b/outputs/debug/rl_samples/0000000/group_0/index_tensor([7542, 7542])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..422db0adffb086c1c245e54b3faa494840c3f8e9 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_0/index_tensor([7542, 7542])_group_0_rewards.json @@ -0,0 +1,62 @@ +[ + { + "prompt": "tracking shot, shot from an extremely low angle, follows a heavy main battle tank as it rolls forward with a heavy, unstoppable momentum. The tank's massive steel armor, covered in a deep olive-green matte camouflage paint, is stained with splashing mud and streaks of rain. It traverses a rain-soaked dirt road. The diffuse light from the overcast sky casts a cold, shimmering light on the damp metal and the muddy ground. Each heavy rotation of its broad metal tracks deeply churns, squeezing, and tumbling the soft, slippery, dark brown earth beneath them, leaving behind two distinct, deep, and rapidly flooded ruts. Accompanied by the deafening roar of the engine and the low crunch of the tracks, black exhaust fumes billow from the rear exhaust pipe. The entire scene is imbued with a sense of oppression and cold military might, creating an atmosphere of austerity and unstoppable force.", + "seed": 28576, + "video_path": "./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "videoalign_local_ta": -0.08628239321683062, + "videoalign_local_mq": -0.938698093910651, + "videoalign_local_overall": -2.2919207789943616, + "videoalign_local_vq": -1.2669402918668804, + "avg": -1.1891015861055962 + }, + { + "prompt": "tracking shot, shot from an extremely low angle, follows a heavy main battle tank as it rolls forward with a heavy, unstoppable momentum. The tank's massive steel armor, covered in a deep olive-green matte camouflage paint, is stained with splashing mud and streaks of rain. It traverses a rain-soaked dirt road. The diffuse light from the overcast sky casts a cold, shimmering light on the damp metal and the muddy ground. Each heavy rotation of its broad metal tracks deeply churns, squeezing, and tumbling the soft, slippery, dark brown earth beneath them, leaving behind two distinct, deep, and rapidly flooded ruts. Accompanied by the deafening roar of the engine and the low crunch of the tracks, black exhaust fumes billow from the rear exhaust pipe. The entire scene is imbued with a sense of oppression and cold military might, creating an atmosphere of austerity and unstoppable force.", + "seed": 28577, + "video_path": "./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "videoalign_local_ta": -0.4781358226185264, + "videoalign_local_mq": -1.2618383896893781, + "videoalign_local_overall": -3.105978505776493, + "videoalign_local_vq": -1.3660042934685888, + "avg": -1.7920571641975098 + }, + { + "prompt": "tracking shot, shot from an extremely low angle, follows a heavy main battle tank as it rolls forward with a heavy, unstoppable momentum. The tank's massive steel armor, covered in a deep olive-green matte camouflage paint, is stained with splashing mud and streaks of rain. It traverses a rain-soaked dirt road. The diffuse light from the overcast sky casts a cold, shimmering light on the damp metal and the muddy ground. Each heavy rotation of its broad metal tracks deeply churns, squeezing, and tumbling the soft, slippery, dark brown earth beneath them, leaving behind two distinct, deep, and rapidly flooded ruts. Accompanied by the deafening roar of the engine and the low crunch of the tracks, black exhaust fumes billow from the rear exhaust pipe. The entire scene is imbued with a sense of oppression and cold military might, creating an atmosphere of austerity and unstoppable force.", + "seed": 28578, + "video_path": "./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28578_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "videoalign_local_overall": -2.4702421196165316, + "videoalign_local_vq": -1.1956837293112654, + "videoalign_local_ta": -0.14848135026471884, + "videoalign_local_mq": -1.1260770400405475, + "avg": -1.3093617349406252 + }, + { + "prompt": "tracking shot, shot from an extremely low angle, follows a heavy main battle tank as it rolls forward with a heavy, unstoppable momentum. The tank's massive steel armor, covered in a deep olive-green matte camouflage paint, is stained with splashing mud and streaks of rain. It traverses a rain-soaked dirt road. The diffuse light from the overcast sky casts a cold, shimmering light on the damp metal and the muddy ground. Each heavy rotation of its broad metal tracks deeply churns, squeezing, and tumbling the soft, slippery, dark brown earth beneath them, leaving behind two distinct, deep, and rapidly flooded ruts. Accompanied by the deafening roar of the engine and the low crunch of the tracks, black exhaust fumes billow from the rear exhaust pipe. The entire scene is imbued with a sense of oppression and cold military might, creating an atmosphere of austerity and unstoppable force.", + "seed": 28579, + "video_path": "./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28579_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "videoalign_local_overall": -2.530863855481941, + "videoalign_local_vq": -1.141806816159459, + "videoalign_local_ta": -0.27287926436049526, + "videoalign_local_mq": -1.1161777749619868, + "avg": -1.4018715599212181 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_1/index_8214_group_1_rewards.json b/outputs/debug/rl_samples/0000000/group_1/index_8214_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f8a49be91303b07a9b5723cc7fd0d93afaec9103 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_1/index_8214_group_1_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward across the crystal-clear azure waters. Several clear beams of light, radiating from the shimmering surface, cast dancing, shifting patterns of light across the water. At the center of the frame, a mermaid lies gracefully on her side on a vibrant, vibrant coral reef. Her cascading silver hair gently flows in the current, shimmering with light. She possesses delicate features and radiant skin. Her deep, ocean-like turquoise eyes are half-closed, her expression captivated and serene, as if completely absorbed in her own world. Her lower body is a massive tail covered in iridescent, turquoise scales, each scale shifting in color as the light refracts. Her enormous caudal fin is as thin as a cicada's wing, its edges tinged with a faint golden sheen. Her red lips parted, as if in silent song. Streams of tiny, shimmering bubbles slowly escaped from her lips, drifting upward and dissipating in a column of light. Around her, schools of orange clownfish and vibrant coral shrimp darted leisurely among the diverse staghorn and brain corals. The entire scene, bathed in the soft underwater light and shadows, evoked a tranquil, dreamy, and even slightly sacred atmosphere.", + "seed": 1872, + "video_path": "./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_0_rank_0_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 1, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.8605646088262979, + "videoalign_local_vq": -1.3347209245417335, + "videoalign_local_overall": -1.8088558530209118, + "videoalign_local_ta": 0.38642968034711983, + "avg": -0.711213086336896 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_0_rank_0_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_0_rank_0_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..61afec04ad990157dc02e6cb1b7f28f9f844732b --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_0_rank_0_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:605e96b7e75d1aae4f02e1e5e125bef414627f6ebd55d3b0fa244a8cef9287e8 +size 512093 diff --git a/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_2_rank_4_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_2_rank_4_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..82594b52cedca403008ee359ec58750687e3f536 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_2_rank_4_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88647d76fd163a0edd06952301e367a74489cd9e89bb97f75fdaeb2b5f8b9e34 +size 570301 diff --git a/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1873_dp_2_rank_4_sample_1_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1873_dp_2_rank_4_sample_1_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..187f4cb2e1e1bc8fa8f9d9cc9f506d8bef20cd34 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1873_dp_2_rank_4_sample_1_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47177419466d53f3d0855e9c38ae808f6e75e8b76ca04d941c48db8044e4e0bf +size 447918 diff --git a/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1874_dp_3_rank_6_sample_2_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1874_dp_3_rank_6_sample_2_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..62085f2fc720eb86a2f48852f57a239d3afdb937 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1874_dp_3_rank_6_sample_2_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:492001e954f7f1a9b26eec20a69f8009b9783c62d87f14f7c0f6a2c9e9b3d50d +size 477465 diff --git a/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1875_dp_3_rank_6_sample_3_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1875_dp_3_rank_6_sample_3_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3d436dc3548e65691601792332e6df2e9e9d73b0 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1875_dp_3_rank_6_sample_3_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe0957cbc83bdc3480c20b4fbf4d7bcceffbf7bf3157bf34200aee12c675d6ec +size 518629 diff --git a/outputs/debug/rl_samples/0000000/group_1/index_tensor([8214, 8214])_group_1_rewards.json b/outputs/debug/rl_samples/0000000/group_1/index_tensor([8214, 8214])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f03ac1297ba03753ec04a46790e0cf9f3bfff487 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_1/index_tensor([8214, 8214])_group_1_rewards.json @@ -0,0 +1,62 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward across the crystal-clear azure waters. Several clear beams of light, radiating from the shimmering surface, cast dancing, shifting patterns of light across the water. At the center of the frame, a mermaid lies gracefully on her side on a vibrant, vibrant coral reef. Her cascading silver hair gently flows in the current, shimmering with light. She possesses delicate features and radiant skin. Her deep, ocean-like turquoise eyes are half-closed, her expression captivated and serene, as if completely absorbed in her own world. Her lower body is a massive tail covered in iridescent, turquoise scales, each scale shifting in color as the light refracts. Her enormous caudal fin is as thin as a cicada's wing, its edges tinged with a faint golden sheen. Her red lips parted, as if in silent song. Streams of tiny, shimmering bubbles slowly escaped from her lips, drifting upward and dissipating in a column of light. Around her, schools of orange clownfish and vibrant coral shrimp darted leisurely among the diverse staghorn and brain corals. The entire scene, bathed in the soft underwater light and shadows, evoked a tranquil, dreamy, and even slightly sacred atmosphere.", + "seed": 1872, + "video_path": "./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "videoalign_local_ta": 0.06921499940288992, + "videoalign_local_overall": -2.302656662446033, + "videoalign_local_mq": -0.8094773301172978, + "videoalign_local_vq": -1.562394331731625, + "avg": -1.1167208315215715 + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward across the crystal-clear azure waters. Several clear beams of light, radiating from the shimmering surface, cast dancing, shifting patterns of light across the water. At the center of the frame, a mermaid lies gracefully on her side on a vibrant, vibrant coral reef. Her cascading silver hair gently flows in the current, shimmering with light. She possesses delicate features and radiant skin. Her deep, ocean-like turquoise eyes are half-closed, her expression captivated and serene, as if completely absorbed in her own world. Her lower body is a massive tail covered in iridescent, turquoise scales, each scale shifting in color as the light refracts. Her enormous caudal fin is as thin as a cicada's wing, its edges tinged with a faint golden sheen. Her red lips parted, as if in silent song. Streams of tiny, shimmering bubbles slowly escaped from her lips, drifting upward and dissipating in a column of light. Around her, schools of orange clownfish and vibrant coral shrimp darted leisurely among the diverse staghorn and brain corals. The entire scene, bathed in the soft underwater light and shadows, evoked a tranquil, dreamy, and even slightly sacred atmosphere.", + "seed": 1873, + "video_path": "./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1873_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "videoalign_local_ta": 0.45484853309979684, + "videoalign_local_overall": -1.3186005937359058, + "videoalign_local_mq": -0.6212145210339585, + "videoalign_local_vq": -1.152234605801744, + "avg": -0.43187603031805444 + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward across the crystal-clear azure waters. Several clear beams of light, radiating from the shimmering surface, cast dancing, shifting patterns of light across the water. At the center of the frame, a mermaid lies gracefully on her side on a vibrant, vibrant coral reef. Her cascading silver hair gently flows in the current, shimmering with light. She possesses delicate features and radiant skin. Her deep, ocean-like turquoise eyes are half-closed, her expression captivated and serene, as if completely absorbed in her own world. Her lower body is a massive tail covered in iridescent, turquoise scales, each scale shifting in color as the light refracts. Her enormous caudal fin is as thin as a cicada's wing, its edges tinged with a faint golden sheen. Her red lips parted, as if in silent song. Streams of tiny, shimmering bubbles slowly escaped from her lips, drifting upward and dissipating in a column of light. Around her, schools of orange clownfish and vibrant coral shrimp darted leisurely among the diverse staghorn and brain corals. The entire scene, bathed in the soft underwater light and shadows, evoked a tranquil, dreamy, and even slightly sacred atmosphere.", + "seed": 1874, + "video_path": "./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1874_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "videoalign_local_ta": 0.3615500975279645, + "videoalign_local_vq": -0.9645343922406123, + "videoalign_local_overall": -1.2142995506680458, + "videoalign_local_mq": -0.6113152559553979, + "avg": -0.4263747265700406 + }, + { + "prompt": "Shot from a slightly upward angle, the camera slowly and steadily moves forward across the crystal-clear azure waters. Several clear beams of light, radiating from the shimmering surface, cast dancing, shifting patterns of light across the water. At the center of the frame, a mermaid lies gracefully on her side on a vibrant, vibrant coral reef. Her cascading silver hair gently flows in the current, shimmering with light. She possesses delicate features and radiant skin. Her deep, ocean-like turquoise eyes are half-closed, her expression captivated and serene, as if completely absorbed in her own world. Her lower body is a massive tail covered in iridescent, turquoise scales, each scale shifting in color as the light refracts. Her enormous caudal fin is as thin as a cicada's wing, its edges tinged with a faint golden sheen. Her red lips parted, as if in silent song. Streams of tiny, shimmering bubbles slowly escaped from her lips, drifting upward and dissipating in a column of light. Around her, schools of orange clownfish and vibrant coral shrimp darted leisurely among the diverse staghorn and brain corals. The entire scene, bathed in the soft underwater light and shadows, evoked a tranquil, dreamy, and even slightly sacred atmosphere.", + "seed": 1875, + "video_path": "./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1875_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "videoalign_local_ta": 0.28069145336570983, + "videoalign_local_vq": -1.4025015572165866, + "videoalign_local_overall": -2.1184896075073825, + "videoalign_local_mq": -0.9966795036565057, + "avg": -0.9188990770708363 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_10/index_2048_group_10_rewards.json b/outputs/debug/rl_samples/0000000/group_10/index_2048_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0df077a3656ffc4639d5363e3201c10d40feacbb --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_10/index_2048_group_10_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "textured, frame-by-frame animated shot, captured from a first-person perspective, looks down from a very low angle. A fluffy, predominantly gray and white cat paw takes center stage. This paw, focused yet clumsily, attempts to propel a vibrantly colored rubber dog toy ball—brightly striped with red and yellow—into a pile of fluffy cat litter, composed of fine white particles, resembling miniature sand dunes. Each movement is marked by a distinct pause. The paw first laboriously pushes the ball forward, then, with its pink pads and slightly open claws, persistently and persistently scrapes the litter from the side, attempting to cover the incongruous colored ball. Soft, warm indoor light streams from above and side, illuminating the edges of the cat's fur and casting subtle, yet distinct, shadows on the litter. The entire scene, shrouded in this clumsy effort, is imbued with an air of innocent, endearing cuteness.", + "seed": 1798, + "video_path": "./outputs/debug/rl_samples/0000000/group_10/index_2048_seed_1798_dp_5_rank_5_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 10, + "sample_idx_in_group": 0, + "videoalign_local_overall": -1.4566679572621686, + "videoalign_local_mq": -0.7746531297516474, + "videoalign_local_ta": 0.3242307232992316, + "videoalign_local_vq": -1.0062455508097528, + "avg": -0.5662186169814685 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_10/index_2048_seed_1798_dp_5_rank_5_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_10/index_2048_seed_1798_dp_5_rank_5_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8f8f7af0e7780d09f4bc266ca011602ad24d251f --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_10/index_2048_seed_1798_dp_5_rank_5_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2707f952f1972f895a4a06931f58e93f23f9879b0bc8ac6d2e5931667f1bdbe +size 251161 diff --git a/outputs/debug/rl_samples/0000000/group_11/index_1871_group_11_rewards.json b/outputs/debug/rl_samples/0000000/group_11/index_1871_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..73516a2da5bad901eebc1f02031f7fb5364c9c95 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_11/index_1871_group_11_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "static medium shot, shrouded in the warm, yellowish hues of old films, transports us to a dimly lit ancient military tent. The sole illumination comes from a flickering oil lamp on a rough wooden table. The dim light casts large, oscillating shadows on the heavy canvas walls, creating a stark contrast between light and dark. Clad in a suit of dark, scratched, and weathered iron armor, Cao Cao stands with his back to the camera, slightly bent over a large parchment military map spread out on the table. Mountains, rivers, and military markers are outlined in ink. His long, tied-up hair is streaked with silver strands, and the shoulders of his armor reflect the faint glow of the oil lamp. He extends his armored hand, his finger hovering for a moment over a city marked on the map. Then, his shoulders visibly slump, and his body rises and falls with a heavy, drawn-out sigh. A puff of white air escapes his lips, quickly dissipating in the cold air. His furrowed brow and tense jawline appear particularly clear in the light and shadow of his profile, and the whole scene is filled with the heavy pressure before making a strategic decision and the lonely atmosphere of a hero in his twilight years.", + "seed": 32873, + "video_path": "./outputs/debug/rl_samples/0000000/group_11/index_1871_seed_32873_dp_5_rank_5_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 11, + "sample_idx_in_group": 0, + "videoalign_local_overall": -1.6055664252765094, + "videoalign_local_mq": -0.8853127715226994, + "videoalign_local_ta": 0.4424087416902192, + "videoalign_local_vq": -1.1626623954440292, + "avg": -0.5815788417931451 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_11/index_1871_seed_32873_dp_5_rank_5_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_11/index_1871_seed_32873_dp_5_rank_5_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0a76d01c02d203420360835e8ed44257ea76bfd7 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_11/index_1871_seed_32873_dp_5_rank_5_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47197214c45f34331b7f8a318c263a2b854bc5fd0bce0a65cf83aab36991987a +size 255963 diff --git a/outputs/debug/rl_samples/0000000/group_12/index_6934_group_12_rewards.json b/outputs/debug/rl_samples/0000000/group_12/index_6934_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b77d054ea1b626784fba9ba0c40f3d5271d40935 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_12/index_6934_group_12_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "dynamic, low-angle tracking shot glides swiftly above the ground, keeping pace with a small, sleek quadcopter drone as it navigates a vast, sun-drenched field of wildflowers. Constructed of matte black carbon fiber, the drone is equipped with four translucent propellers that blur into near-invisibility as it spins, and a soft cyan LED glows from its front. It gallops merrily, agilely executing sharp, banked turns, effortlessly darting through dense fields of red poppies, white daisies, and purple lavender, all swaying in the gentle afternoon breeze. As the camera follows, the drone momentarily halts its forward momentum, delicately hovering just inches above a vibrant yellow flower, tilting its chassis downward like a playful bow before quickly rising and resuming its playful dance. The entire scene is bathed in the warm, golden afternoon light, casting long, soft shadows that make the delicate petals appear almost translucent, creating a tranquil and wondrous atmosphere that blends technological elegance with the beauty of nature.", + "seed": 26130, + "video_path": "./outputs/debug/rl_samples/0000000/group_12/index_6934_seed_26130_dp_6_rank_6_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 12, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.45858373760046345, + "videoalign_local_overall": -1.086635103090088, + "videoalign_local_ta": 0.48594801162374096, + "videoalign_local_vq": -1.1139993771133654, + "avg": -0.30034354573317346 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_12/index_6934_seed_26130_dp_6_rank_6_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_12/index_6934_seed_26130_dp_6_rank_6_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..32b23d784eb252d75c654f530ba9a07b503f11e9 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_12/index_6934_seed_26130_dp_6_rank_6_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8046cd7cd1a440bc0d7487db2f4928e78cc7c56035ec1e00be9be1ad56336d20 +size 443549 diff --git a/outputs/debug/rl_samples/0000000/group_13/index_6493_group_13_rewards.json b/outputs/debug/rl_samples/0000000/group_13/index_6493_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..10ea5a1d9bd39ce7310b5bf489ef83838317d6a7 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_13/index_6493_group_13_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "slow, steady drone pans gracefully around a majestic ancient pagoda, perched atop a mist-shrouded mountain. The setting sun sinks into the distant mountains, painting the sky a warm gradient of gold and deep orange. Its low-angled light sweeps across the pagoda like a layer of flowing honey. The multi-story pagoda is constructed of weathered, bluish-gray brick. The rough texture, minute cracks, and scattered wisps of verdant moss in the sidelight give it a sculptural, three-dimensional quality. The camera pans across the delicate eaves and brackets. Ancient bronze bells hang from the eaves, still in the breeze, gleaming with the last rays of the setting sun. As the camera pans, the tower's long shadow slowly shifts across the hillside, permeating the entire scene with a solemn, tranquil, and timeless atmosphere, expressed in warm, deep tones.", + "seed": 27062, + "video_path": "./outputs/debug/rl_samples/0000000/group_13/index_6493_seed_27062_dp_6_rank_6_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 13, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.5533338462095432, + "videoalign_local_overall": -1.6840140676103252, + "videoalign_local_ta": 0.19361291349866636, + "videoalign_local_vq": -1.3242931348994484, + "avg": -0.7452005770558294 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_13/index_6493_seed_27062_dp_6_rank_6_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_13/index_6493_seed_27062_dp_6_rank_6_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..720cb8297d7bd1ca7f28808f29b3337ad7b87d74 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_13/index_6493_seed_27062_dp_6_rank_6_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90de8dec001282f348d79500e4748c277ef1efa66510bd3ec4daf4309c19cc2f +size 417338 diff --git a/outputs/debug/rl_samples/0000000/group_14/index_3819_group_14_rewards.json b/outputs/debug/rl_samples/0000000/group_14/index_3819_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..431c69770e83b5ea1741f537898d81f9a3fd2cf7 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_14/index_3819_group_14_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "In a stark, minimalist artistic style, a wide shot opens with the camera panning slowly and steadily to the right, tracking the raw, elemental force of a flash flood. A raging, slate-gray torrent of water, thick with mud and debris, surges through the narrow confines of a desolate canyon, whose steep, geometric walls of dark, damp rock are rendered in a desaturated and muted palette. The camera continues in a deliberate pan, tilting slightly upward to reveal a high, flat ledge jutting out from the cliff face. Here, the solitary figure of Mathias stands completely still, his form a stark, black silhouette against the chaotic, bubbling water far below. His posture is stiff and sharp, his shoulders squared, his tall frame set against the devastation. Against the flat, unforgiving light of the overcast sky, his facial features are completely lost in deep shadow, rendering his expression completely unreadable as he silently and motionlessly watches the disaster unfold, creating a powerful and unsettling atmosphere of detached witness.", + "seed": 25739, + "video_path": "./outputs/debug/rl_samples/0000000/group_14/index_3819_seed_25739_dp_7_rank_7_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 14, + "sample_idx_in_group": 0, + "videoalign_local_vq": -1.4190122241502048, + "videoalign_local_mq": -0.7357631598001594, + "videoalign_local_overall": -3.2730077195243115, + "videoalign_local_ta": -1.1182323355739472, + "avg": -2.195620027549129 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_14/index_3819_seed_25739_dp_7_rank_7_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_14/index_3819_seed_25739_dp_7_rank_7_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7b4e28ba137761941a7abd6ace98154568a18aaa --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_14/index_3819_seed_25739_dp_7_rank_7_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5ac9bd9926a6a7fc3714efd66c67d870dfcf43649d79183d3d594f7b66f92f1 +size 442351 diff --git a/outputs/debug/rl_samples/0000000/group_15/index_717_group_15_rewards.json b/outputs/debug/rl_samples/0000000/group_15/index_717_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..866859116363830db521ff6ebb9cf94ed3e08b48 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_15/index_717_group_15_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "medium close-up shot, shot from a level angle, slowly and steadily inward, draws the viewer's attention to a white-haired, elderly craftsman. He sits in a woodworking workshop filled with the mingled aroma of sawdust and varnish. His face is deeply wrinkled, his eyes, through a pair of reading glasses, fixed with intense concentration on his work. A beam of warm afternoon sunlight slants in through the high windows, casting a visible shaft of light in the air, illuminating the dancing dust particles. He wears a washed-out blue cotton work suit, leaning slightly forward, his calloused yet remarkably steady hands meticulously working: his right hand tightly grips a carving knife, its handle smooth and warm from years of use, while his left hand carefully supports the elegantly shaped pearwood body of a pipa. With steady and deliberate force from his wrist, the sharp tip of the knife glided across the delicate, luminous wood of the pipa's back. Slender wood petals curled and gently lifted, gradually revealing the intricate and lifelike outline of a peony. The sunlight precisely illuminated the pipa and his deft hands, making every carved grain visible. A striking contrast of light and shadow formed against the warm wood tone, and the entire scene was permeated with an atmosphere of profound tranquility, almost sacred, and the spirit of craftsmanship.", + "seed": 14728, + "video_path": "./outputs/debug/rl_samples/0000000/group_15/index_717_seed_14728_dp_7_rank_7_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 15, + "sample_idx_in_group": 0, + "videoalign_local_vq": -0.9089195141484251, + "videoalign_local_mq": -0.8608297677123308, + "videoalign_local_overall": -1.035005442045462, + "videoalign_local_ta": 0.7347438398152938, + "avg": -0.15013080111508414 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_15/index_717_seed_14728_dp_7_rank_7_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_15/index_717_seed_14728_dp_7_rank_7_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..23414653f12e945a47dc67580b3f9fbd30ad5ff2 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_15/index_717_seed_14728_dp_7_rank_7_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86e4cff7e98c88f5549b330e5f3becd7f5fbbd1a0f95d3980b1851d49eea4a5e +size 313080 diff --git a/outputs/debug/rl_samples/0000000/group_2/index_3698_group_2_rewards.json b/outputs/debug/rl_samples/0000000/group_2/index_3698_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..92789fcde935dd29ee27219f04922647875bb9ed --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_2/index_3698_group_2_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ゴゴゴゴ\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.", + "seed": 1481, + "video_path": "./outputs/debug/rl_samples/0000000/group_2/index_3698_seed_1481_dp_1_rank_1_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 2, + "sample_idx_in_group": 0, + "videoalign_local_vq": -1.2547745372842143, + "videoalign_local_mq": -0.7707641327564985, + "videoalign_local_overall": -3.0720174626843177, + "videoalign_local_ta": -1.046478792643605, + "avg": -2.0592481276639614 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_2/index_3698_seed_1481_dp_1_rank_1_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_2/index_3698_seed_1481_dp_1_rank_1_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..90e1bc9a5860e04fd4f02d6b60620aea365b0856 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_2/index_3698_seed_1481_dp_1_rank_1_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e819fb24d87e3c1e368ec153b54372c2cade5e6e7ce1c166ba6860ee4db4d5af +size 436053 diff --git a/outputs/debug/rl_samples/0000000/group_3/index_2841_group_3_rewards.json b/outputs/debug/rl_samples/0000000/group_3/index_2841_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..767a8a5303c12907c1f15ce0b2d0f2b3b49294ed --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_3/index_2841_group_3_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "cinematic close-up slowly zooms in, capturing a magnificent parrot gracefully perched on a dense, gnarled jungle vine. The parrot's plumage is a breathtaking, surreal mosaic of color: its head and neck a deep sapphire blue, its breast a vibrant sun yellow, its wings a rich emerald green, each feather rendered in crisp detail. Its intelligent black eyes gleam, and its rapid, quirky turns of the head cause a subtle rustling of feathers. The vine it clings to is gnarled and ancient, its brown, richly textured bark clinging to a mat of damp green moss. The background is a vibrant, soft-focus blur of lush, dewy foliage, with large, shimmering tropical leaves. Dramatic, warm sunlight filters down through the dense canopy, penetrating the humid air, illuminating floating particles and creating a dynamic play of light and shadow across the scene. The overall atmosphere is vibrant and energized, a vibrant and dynamic snapshot of the pulsating heart of the rainforest.", + "seed": 6714, + "video_path": "./outputs/debug/rl_samples/0000000/group_3/index_2841_seed_6714_dp_1_rank_1_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 3, + "sample_idx_in_group": 0, + "videoalign_local_vq": -0.6551766328528208, + "videoalign_local_mq": -0.0343295199478677, + "videoalign_local_overall": 0.2193947667486923, + "videoalign_local_ta": 0.9089009195493808, + "avg": 0.5641478431490365 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_3/index_2841_seed_6714_dp_1_rank_1_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_3/index_2841_seed_6714_dp_1_rank_1_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..d2e4a2ab3db15026a83699b99baf39c64facc3fd --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_3/index_2841_seed_6714_dp_1_rank_1_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cf34a1cd9d78dc560c9527d5fdac3a64df50e112cc4379bbeca35621b6749b0 +size 338140 diff --git a/outputs/debug/rl_samples/0000000/group_4/index_8086_group_4_rewards.json b/outputs/debug/rl_samples/0000000/group_4/index_8086_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..478ea710fd52d9f0d3c0114ab118b6a1637e0e98 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_4/index_8086_group_4_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "From a first-person perspective, an uninterrupted gliding shot moves smoothly forward along a park path, all rendered in a clean, minimalist art style defined by elegant, soft gradients. The air is thick with a dense, gentle mass of cherry blossom petals, which slowly fall like pink snow, carpeting the stone-paved path with a delicate, textured carpet. In the background, the soft-focus bokeh of countless other cherry trees creates a bright, all-encompassing canopy of vibrant pink and white. Diffuse, ethereal light filters through the blossoms, casting no harsh shadows and bathing the entire scene in a warm, tranquil glow. As the camera advances, a slender, pale-skinned hand enters the frame from the lower right, its form defined by smooth tonal transitions rather than sharp lines. Moving with deliberate grace, the hand extends forward until it reaches its center frame, offering the viewer a single, perfectly formed branch of cherry blossoms. The branch itself is a dark, smooth wood from which sprout several beautifully shaped flowers, with five delicate petals perfectly blending soft white and pale pink gradients, creating a peaceful, intimate and dreamy atmosphere.", + "seed": 8771, + "video_path": "./outputs/debug/rl_samples/0000000/group_4/index_8086_seed_8771_dp_2_rank_2_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 4, + "sample_idx_in_group": 0, + "videoalign_local_ta": -0.20446041160781822, + "videoalign_local_overall": -2.789963369483358, + "videoalign_local_vq": -1.3816459779320165, + "videoalign_local_mq": -1.2038569799435233, + "avg": -1.497211890545588 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_4/index_8086_seed_8771_dp_2_rank_2_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_4/index_8086_seed_8771_dp_2_rank_2_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bcda10af25e65bbbe10420d50b8bf384b40d9194 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_4/index_8086_seed_8771_dp_2_rank_2_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:391fd5e56ea0458596efcaccb500f791b1275c8ee3c9f2fe1d19e64b0097dc7c +size 196849 diff --git a/outputs/debug/rl_samples/0000000/group_5/index_2550_group_5_rewards.json b/outputs/debug/rl_samples/0000000/group_5/index_2550_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1b20c651a7b5c83512a2447329bbd2e00ddad6c2 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_5/index_2550_group_5_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.", + "seed": 24564, + "video_path": "./outputs/debug/rl_samples/0000000/group_5/index_2550_seed_24564_dp_2_rank_2_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 5, + "sample_idx_in_group": 0, + "videoalign_local_ta": 0.10031447792683403, + "videoalign_local_overall": -2.554093831771042, + "videoalign_local_vq": -1.7192456676009968, + "videoalign_local_mq": -0.9351626420968794, + "avg": -1.226889676922104 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_5/index_2550_seed_24564_dp_2_rank_2_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_5/index_2550_seed_24564_dp_2_rank_2_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e40e5ac9ce27894ca626e42a329e0221969f7c77 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_5/index_2550_seed_24564_dp_2_rank_2_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f22c7f90ce7f3fb1299ea901d417d01c918a6feb2e7ee0f155c951136fdefdb +size 268589 diff --git a/outputs/debug/rl_samples/0000000/group_6/index_2282_group_6_rewards.json b/outputs/debug/rl_samples/0000000/group_6/index_2282_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..89a2a62d9410c0ccaadf5679cdb5d462d01e7ac7 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_6/index_2282_group_6_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "stunningly close-up, static shot, captured from a level angle, focuses squarely on a single work of art, immersed in a soft, picture-book-like macaron-hued scene. A spherical bomb, composed of countless tightly packed, overlapping layers of pink, pale yellow, and mint green rose petals, hovers in the center of the frame. A warm, diffuse light gently streams down from above, giving the petals a velvety texture and casting almost invisible, soft shadows. Several emerald-green, flexible vines, like delicate threads, entwine and secure the bomb's structure. One reaches upward, spiraling into an elegant fuse, tipped with a small, pre-opening white bud. Fine cracks appear on the sphere's surface, and the outermost petals delicately curl and peel away with almost imperceptible grace, as if a miracle of life is slowly emerging from its cocoon. The background is treated as a dreamy scene composed of soft light spots and blurred blocks of color. The gradient of lavender and cream creates an extreme shallow depth of field effect, thus directing all visual focus to the moment of birth of this unique work of art, creating a dreamy atmosphere that is tranquil, wonderful and full of the beauty of the budding life.", + "seed": 5648, + "video_path": "./outputs/debug/rl_samples/0000000/group_6/index_2282_seed_5648_dp_3_rank_3_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 6, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.6169719788574325, + "videoalign_local_ta": 0.04433541658373463, + "videoalign_local_overall": -1.5823580429642121, + "videoalign_local_vq": -1.0097214806905144, + "avg": -0.7690113131902387 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_6/index_2282_seed_5648_dp_3_rank_3_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_6/index_2282_seed_5648_dp_3_rank_3_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e04117f1e7d2163f77799730765148ae2c6b1757 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_6/index_2282_seed_5648_dp_3_rank_3_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ff16b2fdc77e9cba9c01d4da0670f326d83051fad187f4f28660782f5bbf356 +size 310224 diff --git a/outputs/debug/rl_samples/0000000/group_7/index_7599_group_7_rewards.json b/outputs/debug/rl_samples/0000000/group_7/index_7599_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bec66fff753c2ba5162e36d3ffb8535cc02ef3d7 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_7/index_7599_group_7_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "focused close-up begins on the hands of an elderly woman, her skin delicately wrinkled with age, but her grip steady and cautious, her fingers wrapped around the sleek, matte black, ergonomic handlebars of a sleek, pearly white premium mobility scooter. Then, the camera slowly and gently tilts upward, gliding over her arm, draped in a soft, cream-colored cashmere cardigan. The movement continues, smoothly bringing her face into the beautifully composed portrait frame. Her wispy, silver-white hair, styled in a neatly combed bob, gently frames her face, her kind eyes framed by gentle crow's feet, and a contented, soft smile graces her lips. The background is a warm, out-of-focus blur of a sun-drenched room, the soft green shapes of indoor plants creating a delightful bokeh effect. As she gracefully settles into the vehicle's comfortable seat, the soft, diffuse morning light streaming from an unseen window illuminates her serene expression, capturing a quiet, optimistic moment of newfound independence and peaceful anticipation before she prepares for action.", + "seed": 8266, + "video_path": "./outputs/debug/rl_samples/0000000/group_7/index_7599_seed_8266_dp_3_rank_3_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 7, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.901929395047426, + "videoalign_local_ta": -0.1671410373790853, + "videoalign_local_overall": -2.360342233458723, + "videoalign_local_vq": -1.2912718010322122, + "avg": -1.2637416354189044 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_7/index_7599_seed_8266_dp_3_rank_3_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_7/index_7599_seed_8266_dp_3_rank_3_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..68b8126c68f19ad72b5c83d627213e8903bf184d --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_7/index_7599_seed_8266_dp_3_rank_3_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:145859b6e79bcc6eb2e3e981101ce16da854e4499c41bec2a75511342f5d9e3a +size 198217 diff --git a/outputs/debug/rl_samples/0000000/group_8/index_1462_group_8_rewards.json b/outputs/debug/rl_samples/0000000/group_8/index_1462_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a2ea4b595644a69d4755d3da4249d076a9e42104 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_8/index_1462_group_8_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "cinematic, static, extreme close-up shot from a slightly elevated angle initially depicts a vintage monochrome ticket, its details rendered with the fidelity of a vintage photograph. Set against a stark, non-reflective black background, the ticket's thick, tan paper displays authentic wear: frayed edges, softened corners, and a prominent center fold. The faded, nearly illegible charcoal-gray font and the faint outline of the serial number are visible beneath a soft light source that sweeps across the surface, carving subtle shadows into the creases and highlighting the fiber texture. Suddenly, the stillness of the shot breaks, revealing a web of fine, spider-web-like cracks creeping across the ticket's face. Then, the camera begins a slow, steady zoom as the ticket inexorably fractures into countless jagged fragments. Rather than falling, these fragments delicately drift, separating and drifting into the surrounding black void, as if carried by a gentle, invisible current. Each piece gracefully tumbles along its own path, creating a poignant and deeply nostalgic atmosphere, the slow disintegration of a cherished memory.", + "seed": 13994, + "video_path": "./outputs/debug/rl_samples/0000000/group_8/index_1462_seed_13994_dp_4_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 8, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.9528399011657375, + "videoalign_local_overall": -2.8818590673947817, + "videoalign_local_vq": -1.2269670982381207, + "videoalign_local_ta": -0.7020520679909239, + "avg": -1.791955567692853 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_8/index_1462_seed_13994_dp_4_rank_4_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000000/group_8/index_1462_seed_13994_dp_4_rank_4_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..7fcc3b1355840fe4b04d4c31d3f79a8a8212f827 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_8/index_1462_seed_13994_dp_4_rank_4_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd452d7ee6e6ac206fda6b38399e9f024f12376128eb18512364624c57ee0093 +size 204813 diff --git a/outputs/debug/rl_samples/0000000/group_9/index_2026_group_9_rewards.json b/outputs/debug/rl_samples/0000000/group_9/index_2026_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6dff3bfd2db0b0b2bfcfc0a51b364676b6d9886a --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_9/index_2026_group_9_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "low-angle tracking shot follows a skeleton draped in a tattered black cloak as it walks across a cracked, barren, and parched landscape with a slow, steady, and ominous gait. The remarkably lifelike skeleton's yellowed bones are riddled with tiny cracks and weathering marks, and its hollow eye sockets seem to burn with an invisible energy. Its thick, rough black cloak, frayed to wisps at the edges, sways feebly in the dry wind. A bony hand grips a massive scythe taller than itself. The blade gleams a cold metallic sheen against the gloomy sky, the tip dragged steadily behind it, carving a shallow, continuous trail across the cracked earth. In the background, a leaden sky and a barren horizon stand out, with only a few dead, twisted tree roots reaching out from the ground like desperate claws. An even and oppressive diffuse light envelopes the entire scene, highlighting the pale texture of the bones and the deep black of the cloak, creating a cinematic atmosphere full of death, end and eternal loneliness.", + "seed": 298, + "video_path": "./outputs/debug/rl_samples/0000000/group_9/index_2026_seed_298_dp_4_rank_4_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 9, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.8743528709000074, + "videoalign_local_overall": -1.850173919758893, + "videoalign_local_vq": -1.2565125022245953, + "videoalign_local_ta": 0.28069145336570983, + "avg": -0.7847412331965915 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000000/group_9/index_2026_seed_298_dp_4_rank_4_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000000/group_9/index_2026_seed_298_dp_4_rank_4_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8e202dd1c542aad7a81b8a469bc247a3caa2c2d4 --- /dev/null +++ b/outputs/debug/rl_samples/0000000/group_9/index_2026_seed_298_dp_4_rank_4_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fc0ddd81ac44aadd3efa02a52a37d02b174447daca889f5a64ff60e98945965 +size 262582 diff --git a/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1481_dp_0_rank_0_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1481_dp_0_rank_0_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..afda66ab9f975aa323204d829c3c58bb56e9817f --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1481_dp_0_rank_0_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8eb4692169323b023bdd1f0f472b89fb2f2ccc6e40de61ad80b9fb8577df90c2 +size 505849 diff --git a/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1482_dp_0_rank_0_sample_1_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1482_dp_0_rank_0_sample_1_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bb23e3fd05668dd59068fb2335eb8eda232b829c --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1482_dp_0_rank_0_sample_1_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:390f008a4b43257b26af8b13290855a7fc5498bfff7e9ca6b7073722f6e9a11d +size 379543 diff --git a/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1483_dp_1_rank_2_sample_2_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1483_dp_1_rank_2_sample_2_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..97d4b04d4cdf6c19c2947d95412db7e71fad5b23 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1483_dp_1_rank_2_sample_2_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c3e01e791c3f1844861715ce8399ad7c2700fb53e21c3be7b91b6a7ee637bbd5 +size 446479 diff --git a/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1484_dp_1_rank_2_sample_3_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1484_dp_1_rank_2_sample_3_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2a3c491f74ac45b8b922cd15c99557bd34ee5547 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1484_dp_1_rank_2_sample_3_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:822f1ea9a3ac5acb7540d1d8b22ca6377cae4357d5672d510b156566d3fac150 +size 396418 diff --git a/outputs/debug/rl_samples/0000001/group_0/index_6771_group_0_rewards.json b/outputs/debug/rl_samples/0000001/group_0/index_6771_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..02b1c42c79fa99088c95a2cd78bc27f742bf00dd --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_0/index_6771_group_0_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "slightly upward, wide-angle shot, captured in the meticulously rendered, color-saturated style of American comics, captures a moment brimming with movement and tension. Within a vast, exotic underground cavern, a member of the royal family plunges recklessly toward a mysterious object. The female member, with cascading silver hair, cascades backward in her intense movement. She wears a tailored, deep peacock blue silk expedition blouse, intricately embroidered with golden royal vines at the collar and cuffs, over a slightly worn, dark brown leather vest with brass buckles. She leaps from a slippery rock covered in luminescent moss, her body unfurling in a powerful arc, almost parallel to the ground. Her delicate, dust-stained face reveals a pair of sapphire eyes luminous with concentration, an expression of intense desire and determination. Her left hand reaches forward, fingers spread wide, her fingertips barely missing their target—an irregularly shaped crystal fragment hovering silently above an ancient stone altar. This fragment serves as the scene's primary light source, its inner core seemingly flowing with a nebula, periodically radiating a soft, cyan glow. This light illuminates her outstretched arm and resolute face, while casting long, dynamic shadows behind her. Huge crystal clusters studded with the cave's background walls, interplay with clusters of bioluminescent purple and blue mushrooms on the ground, providing a dreamy, ambient fill for this tense scene. Clear, powerful black outlines define the edges of all elements, while delicate gradient shadows imbue the image with a rich sense of depth and three-dimensionality, evoking an atmosphere of epic adventure.", + "seed": 33047, + "video_path": "./outputs/debug/rl_samples/0000001/group_0/index_6771_seed_33047_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 0, + "sample_idx_in_group": 0, + "videoalign_local_mq": -1.0808232568242706, + "videoalign_local_vq": -1.4416057683751557, + "videoalign_local_overall": -2.4158946515678035, + "videoalign_local_ta": 0.10653437363162285, + "avg": -1.1546801389680903 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_0/index_6771_seed_33047_dp_0_rank_0_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_0/index_6771_seed_33047_dp_0_rank_0_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..564c1daffdfd376ce5d3a635c5106c47894b5246 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_0/index_6771_seed_33047_dp_0_rank_0_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:667d4170a6490738f488dd5be89982156ae0a858d3833f48600e0d4104871d28 +size 326649 diff --git a/outputs/debug/rl_samples/0000001/group_0/index_tensor([3698, 3698])_group_0_rewards.json b/outputs/debug/rl_samples/0000001/group_0/index_tensor([3698, 3698])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1962fcff3eda437ca0a254c54fc6370db8c4d289 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_0/index_tensor([3698, 3698])_group_0_rewards.json @@ -0,0 +1,62 @@ +[ + { + "prompt": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ゴゴゴゴ\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.", + "seed": 1481, + "video_path": "./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1481_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "videoalign_local_vq": -1.2165393085958356, + "videoalign_local_ta": -0.9469604613669838, + "videoalign_local_mq": -1.1105210520599522, + "videoalign_local_overall": -3.274020822022772, + "avg": -2.1104906416948777 + }, + { + "prompt": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ゴゴゴゴ\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.", + "seed": 1482, + "video_path": "./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1482_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "videoalign_local_vq": -0.9019676543869016, + "videoalign_local_ta": -0.11738187174077473, + "videoalign_local_mq": -0.843488100358608, + "videoalign_local_overall": -1.8628376264862843, + "avg": -0.9901097491135296 + }, + { + "prompt": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ゴゴゴゴ\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.", + "seed": 1483, + "video_path": "./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1483_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "videoalign_local_ta": -0.596313841009514, + "videoalign_local_mq": -0.8471519885078018, + "videoalign_local_vq": -1.1209512368748888, + "videoalign_local_overall": -2.564417066392205, + "avg": -1.5803654537008593 + }, + { + "prompt": "In a strikingly low-angle, static foreground shot, a massive Amazonian centipede dominates the frame. Its bizarrely colored carapace reflects an eerie metallic sheen in the strong light, a blend of deep purple and ominous electric blue. Its body arches back suddenly, each chitinous plate tense, while countless pairs of sharp, bright yellow-tipped legs grip the ground, a gesture of poised tension. The camera focuses on its massive, fully extended mandibles, massive and sharp like obsidian sickles, extending outward with a powerful gesture as if in a silent roar, their tips dripping with a sticky, shimmering venom. Behind it, the materialized Japanese onomatopoeia \"ゴゴゴゴ\" (gogogogo) hovers in the dim background, a massive, rough form seemingly carved from energy or rock, each letter emanating an unsteady, pulsating halo of light. The entire scene is illuminated by an unnatural high-contrast light source, casting sharp and deep shadows, making the outline of the centipede even more hideous, full of JOJO-style wild movement and suffocating threat, freezing the creature's primitive aggressiveness in a moment full of visual impact.", + "seed": 1484, + "video_path": "./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1484_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "videoalign_local_ta": -0.9283007742526174, + "videoalign_local_mq": -0.5985876294258201, + "videoalign_local_vq": -0.8567805659369995, + "videoalign_local_overall": -2.383668969615437, + "avg": -1.655984871934027 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6714_dp_2_rank_4_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6714_dp_2_rank_4_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ac3236464179fdb22997295533b68d5a64f5c673 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6714_dp_2_rank_4_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd3a86c0e761065a66278e0a016e5d5d9b248d9113b957d5f2c51a1264d37aed +size 385055 diff --git a/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6715_dp_2_rank_4_sample_1_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6715_dp_2_rank_4_sample_1_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1d61efd1b4fb5105d81f26a041192c3f8816fa94 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6715_dp_2_rank_4_sample_1_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d1448eb81541676026973458643fa8f3a9ead197ee43b3926452223178b0413 +size 368985 diff --git a/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6716_dp_3_rank_6_sample_2_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6716_dp_3_rank_6_sample_2_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3be7d7f8f09ac359f3b073d8a7b9443b38abc42b --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6716_dp_3_rank_6_sample_2_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b19ed13fff9d77fe1a61491d9dfb15a1ed6e6b666e29a3c4834fe479c722c2e +size 392811 diff --git a/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6717_dp_3_rank_6_sample_3_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6717_dp_3_rank_6_sample_3_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..91cefd5619d9289cdea6a521e90a599c7501eafe --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6717_dp_3_rank_6_sample_3_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8cf560981139def070c225e21f07204d6801e7232e98e8cf9d3bfd7b0ed76204 +size 317697 diff --git a/outputs/debug/rl_samples/0000001/group_1/index_3217_group_1_rewards.json b/outputs/debug/rl_samples/0000001/group_1/index_3217_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cffa3e0808c2a6df8fcb735a8bc796490f8d12e9 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_1/index_3217_group_1_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "static, tight close-up focuses on a classic, unlabeled bottle of red wine on a dark, rustic wooden table surface. Made of deep green, almost black glass, the bottle is illuminated by a warm overhead light, casting sharp, dramatic highlights along the bottle's curves and creating deep, ominous shadows. Suddenly, the entire frame is seized by a powerful, unseen force, and the bottle begins to tremble violently, its base rattling erratically against the worn wood texture. Within the trembling glass, dark crimson liquid churns and splashes chaotically, sending foamy waves crashing against the interior walls. The wine coats the glass with a translucent red film that shimmers in the focused light, creating a tense, unsettling atmosphere as the violent, inexplicable movement continues without pause.", + "seed": 28160, + "video_path": "./outputs/debug/rl_samples/0000001/group_1/index_3217_seed_28160_dp_0_rank_0_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 1, + "sample_idx_in_group": 0, + "videoalign_local_mq": -1.1897151726884367, + "videoalign_local_vq": -1.1174753069941272, + "videoalign_local_overall": -1.584886431276848, + "videoalign_local_ta": 0.7223040484057162, + "avg": -0.4312911914355658 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_1/index_3217_seed_28160_dp_0_rank_0_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_1/index_3217_seed_28160_dp_0_rank_0_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3f2311e6baa11cf7b170da988375bbd7a9456ed6 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_1/index_3217_seed_28160_dp_0_rank_0_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28a4f1c59e6b29336f487435e38276eda17a7a503b69604278b3e5297dcdf473 +size 299956 diff --git a/outputs/debug/rl_samples/0000001/group_1/index_tensor([2841, 2841])_group_1_rewards.json b/outputs/debug/rl_samples/0000001/group_1/index_tensor([2841, 2841])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ec6f1eb96b0d7ff67d6adad73128707bf6244f19 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_1/index_tensor([2841, 2841])_group_1_rewards.json @@ -0,0 +1,62 @@ +[ + { + "prompt": "cinematic close-up slowly zooms in, capturing a magnificent parrot gracefully perched on a dense, gnarled jungle vine. The parrot's plumage is a breathtaking, surreal mosaic of color: its head and neck a deep sapphire blue, its breast a vibrant sun yellow, its wings a rich emerald green, each feather rendered in crisp detail. Its intelligent black eyes gleam, and its rapid, quirky turns of the head cause a subtle rustling of feathers. The vine it clings to is gnarled and ancient, its brown, richly textured bark clinging to a mat of damp green moss. The background is a vibrant, soft-focus blur of lush, dewy foliage, with large, shimmering tropical leaves. Dramatic, warm sunlight filters down through the dense canopy, penetrating the humid air, illuminating floating particles and creating a dynamic play of light and shadow across the scene. The overall atmosphere is vibrant and energized, a vibrant and dynamic snapshot of the pulsating heart of the rainforest.", + "seed": 6714, + "video_path": "./outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6714_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "videoalign_local_overall": -0.07347947874874194, + "videoalign_local_vq": -0.5995617547606336, + "videoalign_local_mq": -0.4698971834045327, + "videoalign_local_ta": 0.9959794594164243, + "avg": 0.4612499903338412 + }, + { + "prompt": "cinematic close-up slowly zooms in, capturing a magnificent parrot gracefully perched on a dense, gnarled jungle vine. The parrot's plumage is a breathtaking, surreal mosaic of color: its head and neck a deep sapphire blue, its breast a vibrant sun yellow, its wings a rich emerald green, each feather rendered in crisp detail. Its intelligent black eyes gleam, and its rapid, quirky turns of the head cause a subtle rustling of feathers. The vine it clings to is gnarled and ancient, its brown, richly textured bark clinging to a mat of damp green moss. The background is a vibrant, soft-focus blur of lush, dewy foliage, with large, shimmering tropical leaves. Dramatic, warm sunlight filters down through the dense canopy, penetrating the humid air, illuminating floating particles and creating a dynamic play of light and shadow across the scene. The overall atmosphere is vibrant and energized, a vibrant and dynamic snapshot of the pulsating heart of the rainforest.", + "seed": 6715, + "video_path": "./outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6715_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "videoalign_local_overall": -0.028555885122492075, + "videoalign_local_vq": -0.9471547428368038, + "videoalign_local_mq": -0.22665809861704445, + "videoalign_local_ta": 1.1452569563313562, + "avg": 0.558350535604432 + }, + { + "prompt": "cinematic close-up slowly zooms in, capturing a magnificent parrot gracefully perched on a dense, gnarled jungle vine. The parrot's plumage is a breathtaking, surreal mosaic of color: its head and neck a deep sapphire blue, its breast a vibrant sun yellow, its wings a rich emerald green, each feather rendered in crisp detail. Its intelligent black eyes gleam, and its rapid, quirky turns of the head cause a subtle rustling of feathers. The vine it clings to is gnarled and ancient, its brown, richly textured bark clinging to a mat of damp green moss. The background is a vibrant, soft-focus blur of lush, dewy foliage, with large, shimmering tropical leaves. Dramatic, warm sunlight filters down through the dense canopy, penetrating the humid air, illuminating floating particles and creating a dynamic play of light and shadow across the scene. The overall atmosphere is vibrant and energized, a vibrant and dynamic snapshot of the pulsating heart of the rainforest.", + "seed": 6716, + "video_path": "./outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6716_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "videoalign_local_ta": 0.6476652999482503, + "videoalign_local_overall": 0.019430748141783583, + "videoalign_local_vq": -0.5995617547606336, + "videoalign_local_mq": -0.02867279704583309, + "avg": 0.33354802404501693 + }, + { + "prompt": "cinematic close-up slowly zooms in, capturing a magnificent parrot gracefully perched on a dense, gnarled jungle vine. The parrot's plumage is a breathtaking, surreal mosaic of color: its head and neck a deep sapphire blue, its breast a vibrant sun yellow, its wings a rich emerald green, each feather rendered in crisp detail. Its intelligent black eyes gleam, and its rapid, quirky turns of the head cause a subtle rustling of feathers. The vine it clings to is gnarled and ancient, its brown, richly textured bark clinging to a mat of damp green moss. The background is a vibrant, soft-focus blur of lush, dewy foliage, with large, shimmering tropical leaves. Dramatic, warm sunlight filters down through the dense canopy, penetrating the humid air, illuminating floating particles and creating a dynamic play of light and shadow across the scene. The overall atmosphere is vibrant and energized, a vibrant and dynamic snapshot of the pulsating heart of the rainforest.", + "seed": 6717, + "video_path": "./outputs/debug/rl_samples/0000001/group_1/index_2841_seed_6717_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "videoalign_local_ta": 1.008419250826002, + "videoalign_local_overall": -0.23548374980699394, + "videoalign_local_vq": -0.7768341786794803, + "videoalign_local_mq": -0.4670688219535154, + "avg": 0.38646775050950405 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_10/index_6903_group_10_rewards.json b/outputs/debug/rl_samples/0000001/group_10/index_6903_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b57031d023b99182969f1c08b0a4aa01106c79ef --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_10/index_6903_group_10_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "horizontal medium shot pans smoothly to the right, following a mysterious creature as it gracefully navigates the murky depths of the ocean. The entire scene unfolds like the thick brushstrokes of a classical oil painting. The creature possesses the upper body of a human woman, her skin shimmering in the dim light, a soft, shimmering ivory hue reminiscent of a Rembrandt painting. Her thick, long hair flows freely in the current like auburn seaweed. Her central feature is her enormous, shimmering tail. Rather than the metallic sheen of modern CG, it is composed of countless massive, iridescent scales. Against a deep Prussian blue background, these scales are layered with thick layers of emerald, ultramarine, and violet paint. The edges of the scales are highlighted with thick white and gold, simulating the shimmering texture of a single light source. With a steady, deliberate rhythm, she slowly yet powerfully sways her tail, her body forming a fluid S-curve that stirs the surrounding murky water. A faint ray of skylight, as if emanating from a distant sea, penetrates the deep water, dramatically illuminating her shoulders and the side of her tail, creating a striking contrast of light and dark, while the rest of the painting is immersed in deep ochre and dark green shadows. Every inch of the canvas is filled with thick, visible brushstrokes that appear to have been scraped with a palette knife. The accumulation of paint creates a relief-like texture, creating an atmosphere of mystery, tranquility, and a touch of classical tragedy.", + "seed": 2425, + "video_path": "./outputs/debug/rl_samples/0000001/group_10/index_6903_seed_2425_dp_5_rank_5_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 10, + "sample_idx_in_group": 0, + "videoalign_local_overall": -1.506734385930066, + "videoalign_local_mq": -0.7343489790746507, + "videoalign_local_ta": 0.20605270490824398, + "videoalign_local_vq": -0.978438111763659, + "avg": -0.6503408405109109 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_10/index_6903_seed_2425_dp_5_rank_5_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_10/index_6903_seed_2425_dp_5_rank_5_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..4a3afa4430b8a7b4a11b3720974c6810f5c43d36 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_10/index_6903_seed_2425_dp_5_rank_5_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf685d9457f2f5518fb7f82e4f5bb554a813264043fc689297d1e70c15b3fa94 +size 452904 diff --git a/outputs/debug/rl_samples/0000001/group_11/index_3841_group_11_rewards.json b/outputs/debug/rl_samples/0000001/group_11/index_3841_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ed9a85cb3048e2df1468402a8e9b596c2921567e --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_11/index_3841_group_11_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "static, medium-long shot, shot from a horizontal angle, captures an elderly man with wispy silver hair as he rides a faded, dark green, 28-style bicycle. He wears a washed-out light blue cotton shirt, a dark brown knitted vest, and loose, dark gray trousers, the cuffs of which are carefully rolled up, revealing a pair of worn brown leather shoes. The scene is set in a quiet, tree-lined alley in the old city. Warm afternoon sunlight filters through the dense foliage, casting dappled, swaying shadows on the bluestone pavement. The backdrop is the blue brick and gray tiled walls of the old-fashioned residential buildings. The elderly man, hands steady on the polished handlebars, pedals with a surprisingly steady rhythm, slowly and leisurely gliding backwards, gradually moving away from the camera. As he retreats, he tilts his head slightly, looking back over his shoulder. His face, marked by the marks of time, bears a serene, farewell smile, his kind eyes filled with nostalgia. As he gradually moves away, his figure becomes smaller and smaller at the end of the alley, and finally slowly disappears into the warm golden halo and deep shadows in the distance. The whole picture is filled with a tranquil and slightly sad nostalgic atmosphere.", + "seed": 710, + "video_path": "./outputs/debug/rl_samples/0000001/group_11/index_3841_seed_710_dp_5_rank_5_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 11, + "sample_idx_in_group": 0, + "videoalign_local_overall": -0.9908455794399105, + "videoalign_local_mq": -0.9471831782637029, + "videoalign_local_ta": 1.2945344532462877, + "videoalign_local_vq": -1.3381968544224951, + "avg": 0.15184443690318866 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_11/index_3841_seed_710_dp_5_rank_5_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_11/index_3841_seed_710_dp_5_rank_5_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..e2f999cc91de42333d736872b7432910a9d132db --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_11/index_3841_seed_710_dp_5_rank_5_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecc6e694f74ccd6efc5a851a780a2b136fe1cb25e3054c760741634c9e135aed +size 534164 diff --git a/outputs/debug/rl_samples/0000001/group_12/index_5051_group_12_rewards.json b/outputs/debug/rl_samples/0000001/group_12/index_5051_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..674a2ab43af843fef23044c11cdd706d7c66b96d --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_12/index_5051_group_12_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "slightly high-angled extreme close-up, imbued with subtle handheld vibrations, conveys a sense of eager anticipation, capturing the culinary exchange at the table. In the center of the frame, a traditional yin-yang hot pot boils, its surface divided between a fiery red broth laden with chilies and a milky white broth. Wisps of aromatic steam rise, catching the warm overhead light and creating a soft, dreamy haze. Starting on the right, a pair of hands with perfectly manicured nails gently and deliberately slide a pristine white ceramic plate forward across the dark polished wood of the table. On the plate, a thin slice of richly marbled beef is meticulously fanned out into a perfect, vibrant red rosette. As the plate glides through the rising steam, a second, slightly larger pair of hands moves in from the left, carefully accepting the offering, their fingers balancing on the plate's rim in a shared culinary ritual. The entire scene is bathed in the warm, soft glow of the intimate restaurant setting, creating a palpable atmosphere of warmth, joy, and delicious anticipation.", + "seed": 26455, + "video_path": "./outputs/debug/rl_samples/0000001/group_12/index_5051_seed_26455_dp_6_rank_6_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 12, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.8538030572324598, + "videoalign_local_overall": -2.6483580048081725, + "videoalign_local_ta": -0.7222667290314876, + "videoalign_local_vq": -1.072288218544225, + "avg": -1.68531236691983 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_12/index_5051_seed_26455_dp_6_rank_6_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_12/index_5051_seed_26455_dp_6_rank_6_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5eea3eccf7f65a165b285c3f8105058330be2b82 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_12/index_5051_seed_26455_dp_6_rank_6_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:895d58eed2e7c0cadf6d37b885354a9f00ddd87aa2bac82313b09985f2f52bfc +size 301744 diff --git a/outputs/debug/rl_samples/0000001/group_13/index_587_group_13_rewards.json b/outputs/debug/rl_samples/0000001/group_13/index_587_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f2e3a70a31aaa68068246dc7b182cc06017dad --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_13/index_587_group_13_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "Thrilling first-person camerawork plunges the viewer directly into the action, simulating a skier's high-speed descent. The camera, representing the skier's eyes, moves with dynamic instability, realistically shaking and tilting as they traverse a dense forest of snow-covered pine trees. At the bottom of the frame, the tips of vibrant red skis are intermittently visible as quick and decisive S-turns plunge into deep, untouched powder, sending crystalline snow spraying into the air and catching the light. Wearing black techno gloves, the skier grips the handles of his ski poles tightly, occasionally digging them into the snow for balance. The setting is a breathtaking winter wonderland; towering pine trees, their branches dusted with fresh snow, rush by in motion blur, creating a palpable sense of speed and danger. Low-angle winter sunlight filters brightly through the treetops, casting long, striking blue shadows across the pristine white landscape and creating dazzling moments of lens flare as the camera pans around. The overall vibe is one of pure adrenaline and focused excitement, conveyed through rapid movement, narrow obstacle avoidance, and a crisp, cool color palette of white, blue, and dark forest green.", + "seed": 16699, + "video_path": "./outputs/debug/rl_samples/0000001/group_13/index_587_seed_16699_dp_6_rank_6_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 13, + "sample_idx_in_group": 0, + "videoalign_local_mq": -1.2080995221200492, + "videoalign_local_overall": -2.872425126641753, + "videoalign_local_ta": 0.1500736435651446, + "videoalign_local_vq": -1.8143992480868483, + "avg": -1.3611757415383041 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_13/index_587_seed_16699_dp_6_rank_6_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_13/index_587_seed_16699_dp_6_rank_6_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a4b8d8bc197a7bcc378f2818ed22e90c1d82295e --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_13/index_587_seed_16699_dp_6_rank_6_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45025f3ce31398c52a7063efb6220ab51e4b548c5e36c835b67ceedfce5ae23f +size 456059 diff --git a/outputs/debug/rl_samples/0000001/group_14/index_6642_group_14_rewards.json b/outputs/debug/rl_samples/0000001/group_14/index_6642_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e791755226c3e2e9215fe2953d1a02654ce2a17d --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_14/index_6642_group_14_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "The sequence begins with a beautifully composed wide shot, slowly zooming in on a stylized 3D globe of the North Pole, all rendered in vibrant 3D Disney Pixar style. A warm, golden band of light magically carves itself into the deep blue, smooth surface of the ocean, charting a path to a busy, colorful harbor. The harbor itself is a whimsical cluster of brightly colored Scandinavian-style buildings with steeply pitched roofs and windows emitting a warm, inviting light. At the dock, a small, cheerful icebreaker begins its journey, its sturdy, bright red hull and a friendly, rounded bow revealing a smiling face and a small funnel emitting soft clouds of white smoke. The camera then shifts to a dynamic medium tracking shot, following the boat as it merrily navigates along the glowing path, its hull creating soft, playful ripples in the water. It deftly navigates between a series of massive, friendly-looking icebergs, whose surfaces are not sharp but softly rounded and crystalline, capturing the cool aurora borealis in a way that makes them appear to smile. The final shot, a majestic low-angle wide shot from behind the ship, captures the small red boat as it steadily sails into the night, its petite form heroically silhouetted against the breathtaking spectacle of the magical swirling Aurora Borealis, the entire sky filled with a celestial ballet of shimmering green, purple and pink ribbons, creating an atmosphere of pure wonder and heartwarming adventure.", + "seed": 2352, + "video_path": "./outputs/debug/rl_samples/0000001/group_14/index_6642_seed_2352_dp_7_rank_7_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 14, + "sample_idx_in_group": 0, + "videoalign_local_vq": -1.4242261189713472, + "videoalign_local_mq": -1.1571890160017377, + "videoalign_local_overall": -2.767215859466537, + "videoalign_local_ta": -0.18580072449345175, + "avg": -1.4765082919799943 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_14/index_6642_seed_2352_dp_7_rank_7_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_14/index_6642_seed_2352_dp_7_rank_7_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dacaa7b910b002baeb4f0c88c0d14a4e9a31821a --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_14/index_6642_seed_2352_dp_7_rank_7_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15c648cc386aa1de865e69939261ff52fe459bb313326cc5fa539362b2aa8ab7 +size 524564 diff --git a/outputs/debug/rl_samples/0000001/group_15/index_9841_group_15_rewards.json b/outputs/debug/rl_samples/0000001/group_15/index_9841_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..38e99d27a5f349ccabed95318d1d6db062e55f67 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_15/index_9841_group_15_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "slow-motion medium shot transports us deep into a dense and tranquil bamboo forest. Soft afternoon sunlight filters through the gaps between the towering, emerald green bamboo leaves, casting dappled, flowing shadows on the ground and on a woman dressed in elegant traditional Chinese clothing. Her cascading, jet-black hair is loosely tied back with a delicate white jade hairpin. She wears a moon-white silk, cross-collared kimono, with wide cuffs embroidered with pale blue orchid patterns, creating a refined and elegant look. At first, she turns her back to the camera, as if gazing at a corner of the forest. Then, as if startled by an unexpected sound, she turns her head with incredibly slow and graceful movements. Her body shifts gracefully, the silk skirt ripples softly, and a few unbound strands of hair carve graceful arcs in the air. As her delicate, oval face turns fully toward the camera, her clear, almond-shaped eyes widen slightly in surprise, her pupils dilating instantly. Her rosy lips part slightly, as if a silent exclamation frozen in time. The entire picture is dominated by tranquil green and pure white, and through this moment full of dramatic tension, it creates a story atmosphere of classical beauty and suspense.", + "seed": 6828, + "video_path": "./outputs/debug/rl_samples/0000001/group_15/index_9841_seed_6828_dp_7_rank_7_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 15, + "sample_idx_in_group": 0, + "videoalign_local_vq": -0.9193473037907102, + "videoalign_local_mq": -0.82043723073999, + "videoalign_local_overall": -0.631846952428077, + "videoalign_local_ta": 1.1079375821026232, + "avg": 0.2380453148372731 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_15/index_9841_seed_6828_dp_7_rank_7_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_15/index_9841_seed_6828_dp_7_rank_7_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c572694f9bfbbd86b59ceb23aba9896617f24591 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_15/index_9841_seed_6828_dp_7_rank_7_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f663258dac91a366e662023fa97cdee7ddf7a34fd574034c2f1ecd28a4cf57ed +size 240648 diff --git a/outputs/debug/rl_samples/0000001/group_2/index_2519_group_2_rewards.json b/outputs/debug/rl_samples/0000001/group_2/index_2519_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0498e1084fc0a13f61f01a9246ced82fa6b160f7 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_2/index_2519_group_2_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "As the camera gracefully descends, an earthworm is tracked in extreme close-up, rendered in ultra-slow motion. The subject is a perfect specimen: a dark brown, elongated achene pointing downward, from which radiates a delicate, spherical parachute composed of countless white poppy threads. The entire structure is backlit by the low, golden sunlight of late afternoon, giving the nearly translucent, feathery mane an ethereal aura. The seed spirals hypnotically downward, executing slow, majestic rotations as its parachute catches imperceptible air currents, making its descent through the air feel like a controlled balletic journey. In the background, the lush green lawn is rendered in a vibrant, soft, impressionistic blur due to the extremely shallow depth of field, ensuring that all focus is on the seed's intricate form. The warm tones and dreamlike quality of movement create an atmosphere of profound tranquility, peace, and contemplation, capturing a fleeting moment of natural wonder.", + "seed": 2818, + "video_path": "./outputs/debug/rl_samples/0000001/group_2/index_2519_seed_2818_dp_1_rank_1_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 2, + "sample_idx_in_group": 0, + "videoalign_local_vq": -1.3208172050186866, + "videoalign_local_mq": -0.8570291570125264, + "videoalign_local_overall": -2.7026314024356553, + "videoalign_local_ta": -0.5247850404044425, + "avg": -1.6137082214200489 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_2/index_2519_seed_2818_dp_1_rank_1_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_2/index_2519_seed_2818_dp_1_rank_1_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..57a700a28a21c9566b41b332069a82c258354f91 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_2/index_2519_seed_2818_dp_1_rank_1_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9eb222d01b7c89fe2d3f01f419ea0d23824862ae6018fe876af01e164741685 +size 186458 diff --git a/outputs/debug/rl_samples/0000001/group_3/index_6359_group_3_rewards.json b/outputs/debug/rl_samples/0000001/group_3/index_6359_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9f7676767f54e86212007f4744f96bf887edc43f --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_3/index_6359_group_3_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "static, clean, top-down shot provides a perfect bird's-eye view of a pair of vintage quad roller skates, motionless on a smooth, matte, charcoal-gray surface. The skates feature classic white leather boots, with a lovely hint of scuffing on the toes, and are tied with thick, vibrant red laces. Their seaweed-green polyurethane wheels remain completely still. Suddenly, a silent and magical transformation begins as intricate metallic flowers begin to sprout and bloom. From metal eyelets, threading through red laces, thin, polished silver tendrils gracefully emerge and curl upward. Simultaneously, similar metallic stems rise from the wheel's central axle nut, culminating in tightly coiled buds that methodically unfold. These flowers display delicate, filament-like petals composed of shimmering silver and warm copper, each flower's core comprised of an intricate arrangement of tiny, clockwork-like gears. The entire scene is bathed in a soft, even, and diffuse overhead light that eliminates harsh shadows and emphasizes the contrast between the soft texture of the leather, the vibrant pop of the laces, and the cool, reflective sheen of the metallic plants, creating an atmosphere of surreal wonder and quiet mechanical beauty.", + "seed": 23299, + "video_path": "./outputs/debug/rl_samples/0000001/group_3/index_6359_seed_23299_dp_1_rank_1_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 3, + "sample_idx_in_group": 0, + "videoalign_local_vq": -0.36319852286883786, + "videoalign_local_mq": -0.8801863663927305, + "videoalign_local_overall": -1.6904212333561506, + "videoalign_local_ta": -0.44703634409458226, + "avg": -1.0687287887253665 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_3/index_6359_seed_23299_dp_1_rank_1_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_3/index_6359_seed_23299_dp_1_rank_1_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9754954c9ce09ae1dc0f8e099ed804cd58551939 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_3/index_6359_seed_23299_dp_1_rank_1_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:35f5fa2f120c32d1f11148f783c8a6ad8a24ff6358a42117004b25e256d88352 +size 238585 diff --git a/outputs/debug/rl_samples/0000001/group_4/index_6929_group_4_rewards.json b/outputs/debug/rl_samples/0000001/group_4/index_6929_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..413066cae0f4884850d470f04965dacc2b86bd3b --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_4/index_6929_group_4_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "static, eye-level close-up captures the scene: a polished, dark granite kitchen countertop bathed in bright, indirect sunlight from the camera window. A standard, translucent white plastic gallon jug, its surface displaying a soft, matte sheen and molded finish, stands in central focus. From a barely visible hole near its base, a steady and deliberate stream of opaque white liquid emanates. Threads of silvery-white liquid, clinging to the jug's curved surface due to surface tension, drip down, forming a puddle that silently and relentlessly expands across the counter's dark, reflective surface, forming an ever-expanding, irregular pool. High-key lighting accentuates the stark contrast between the white liquid and the dark countertop, capturing the shimmering light on the expanding puddle's surface and creating a focused and slightly tense atmosphere of a quiet, unfolding domestic accident.", + "seed": 6201, + "video_path": "./outputs/debug/rl_samples/0000001/group_4/index_6929_seed_6201_dp_2_rank_2_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 4, + "sample_idx_in_group": 0, + "videoalign_local_ta": 0.22471239202261045, + "videoalign_local_overall": -1.2164709590849339, + "videoalign_local_vq": -1.1070475173518421, + "videoalign_local_mq": -0.33413583375570205, + "avg": -0.4958792835311616 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_4/index_6929_seed_6201_dp_2_rank_2_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_4/index_6929_seed_6201_dp_2_rank_2_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fa18db35ce9ea670156fd779729779f4be8b8d4e --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_4/index_6929_seed_6201_dp_2_rank_2_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1589bd950b5bf90b80034d842a473aed95a35360e54552c1e497302dc49fd529 +size 126950 diff --git a/outputs/debug/rl_samples/0000001/group_5/index_5756_group_5_rewards.json b/outputs/debug/rl_samples/0000001/group_5/index_5756_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b6e5b35c284e9a13646b1393856b25f1d4458ea --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_5/index_5756_group_5_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "static, eye-level wide-angle shot captures the profound silence of a vast, cathedral-like library. From an unseen high window, a clear beam of sunlight penetrates the thick, dusty air, its golden light making countless specks of dust visible, dancing and swirling languidly. The camera's gaze is guided along a long corridor framed by towering, floor-to-ceiling bookshelves crafted from dark, rich mahogany, their surfaces showing the dull patina of age. These ancient shelves are filled with endless leather-bound volumes, their spines faded and worn. This solitary beam of light deliberately creeps across the scene, its path a slow, winding journey; it first glides across the polished wooden floor, then begins to climb the bookshelves, slowly and sequentially illuminating the gilded, almost illegible titles on the book spines, causing them to gleam momentarily before being swallowed again by shadow. The sharp contrast between the warm, bright light and the deep, cool darkness of the surrounding space creates a dramatic black-and-white contrast, evoking a powerful atmosphere of sacred tranquility, forgotten history, and serene solitude.", + "seed": 18816, + "video_path": "./outputs/debug/rl_samples/0000001/group_5/index_5756_seed_18816_dp_2_rank_2_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 5, + "sample_idx_in_group": 0, + "videoalign_local_ta": -0.2604394729509176, + "videoalign_local_overall": -2.709129852112338, + "videoalign_local_vq": -1.5411042612119594, + "videoalign_local_mq": -0.9075861179494606, + "avg": -1.4847846625316277 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_5/index_5756_seed_18816_dp_2_rank_2_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_5/index_5756_seed_18816_dp_2_rank_2_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a2bdf752b4263b378b523009da17689119669594 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_5/index_5756_seed_18816_dp_2_rank_2_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e1694d05d1968850cea4ce91148d97786adc0240bff356da128f8fd47d17311 +size 289255 diff --git a/outputs/debug/rl_samples/0000001/group_6/index_5897_group_6_rewards.json b/outputs/debug/rl_samples/0000001/group_6/index_5897_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3c27e5ccc382cc352586287969132cdc0198797a --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_6/index_5897_group_6_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "long, slightly upward-angled tracking shot steadily follows a scholar in white as he walks through the bustling, vibrant atmosphere of an ancient Chinese marketplace. The scholar has a delicate face, long black hair tied back with a simple wooden hairpin. He wears a pure white robe of fine fabric, the hems of which sway gently with his steady, deliberate steps. One hand hangs naturally at his side, while the other carefully holds several yellowed ancient tomes. Bright afternoon sunlight filters through the gaps between the eaves of the shops lining the street, casting dappled shadows on the time-worn bluestone pavement. Fine dust particles hang in the air, visible in the beams of light. Surrounding him is a constant stream of people: peddlers carrying loads and shouting their wares, young girls in colorful clothes playing and laughing. His white figure stands out against the vibrant surroundings, yet blends harmoniously into this vibrant scene. He moved nimbly through the crowded crowd, occasionally turning his body slightly to avoid oncoming people, but his eyes were always firmly fixed on the front, walking steadily towards the magnificent tall archway with carved beams and painted rafters at the end of the market. Against the noisy background, the whole scene created a peaceful atmosphere of movement and stillness, and clear goals, because of his focused expression.", + "seed": 5250, + "video_path": "./outputs/debug/rl_samples/0000001/group_6/index_5897_seed_5250_dp_3_rank_3_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 6, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.8920301299688654, + "videoalign_local_ta": 0.056775207993312274, + "videoalign_local_overall": -2.0778637046771014, + "videoalign_local_vq": -1.2426087827015484, + "avg": -1.0105442483418947 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_6/index_5897_seed_5250_dp_3_rank_3_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000001/group_6/index_5897_seed_5250_dp_3_rank_3_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cae87512bc292080ceba13d491b8f1d2e80611eb --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_6/index_5897_seed_5250_dp_3_rank_3_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ee869ec9405dbb674c970dc857057f91418bc8853b980d6024850b31d6797c5 +size 378265 diff --git a/outputs/debug/rl_samples/0000001/group_7/index_9764_group_7_rewards.json b/outputs/debug/rl_samples/0000001/group_7/index_9764_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..95070c40d05b86d6ec768ebec1f7bd2d0b0fddb8 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_7/index_9764_group_7_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "close-up shot from a high angle, the camera remains still, focused on a patch of fine sand bathed in the soft afternoon sunlight. A slightly rough yet distinctly articulated hand enters the frame, tightly gripping a dark brown, dry branch riddled with tiny cracks. The tip has been worn smooth. Under the warm golden light, the hand moves steadily and deliberately, carefully touching the sand with the tip. With a slight twist of the wrist, the branch begins to slowly glide across the sand, gently pushing the pale yellow sand to the sides, leaving a clear, deep indentation. The sunlight casts subtle shadows within the grooves of the carved strokes, giving the forming handwriting a three-dimensional quality. The entire movement is fluid and focused, creating an atmosphere of tranquility, contemplation, and ritual.", + "seed": 19707, + "video_path": "./outputs/debug/rl_samples/0000001/group_7/index_9764_seed_19707_dp_3_rank_3_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 7, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.8604762225309537, + "videoalign_local_ta": -0.1111619760359859, + "videoalign_local_overall": -1.9639800298536454, + "videoalign_local_vq": -0.9923418312867058, + "avg": -1.0375710029448157 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_7/index_9764_seed_19707_dp_3_rank_3_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_7/index_9764_seed_19707_dp_3_rank_3_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..cde8e6563315ba2ddd9db5204f6bea44c76b92fa --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_7/index_9764_seed_19707_dp_3_rank_3_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53a51e4ffeb25d12351754e38e528f9d6460bd96f772016a9ef009971133123c +size 281190 diff --git a/outputs/debug/rl_samples/0000001/group_8/index_5307_group_8_rewards.json b/outputs/debug/rl_samples/0000001/group_8/index_5307_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..58bf405a99e81eb0673a9519eee364c74b1d7dfa --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_8/index_5307_group_8_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "From a first-person perspective, captured in a warm and soothing cartoon-style illustration, the camera tilts steadily downward, as if we're curiously observing the world through our own eyes. We see parts of ourselves: our chests and forelegs, covered in smooth, rounded scales. These scales shimmer in the soft sunlight, a macaron-like hue—a blend of pale pink, mint green, and buttery yellow, creating a dreamy, pearlescent texture. Directly before us, amidst a vibrant, emerald green meadow, a spring gurgles between pebbles covered in soft, mossy grass. The water is crystal clear, its surface shimmering with shimmering bubbles. Attracted by this vitality, we cautiously lift one of our tiny front hooves, its tip gleaming like a pearl, and with a hint of innocent tentativeness, gently tap it toward the center of the rippling spring. The moment the hoof tip touches the water, circles of ripples with a soft halo spread outward, and a few crystal drops of water were splashed. Under the warm golden sunlight, they sparkled like tiny diamonds. 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Countless rusted broadswords and broken spears pierce the cracked, parched earth. Shattered kite-shaped shields and scattered fragments of armor mingle with the charred remains of chariots. In the distance, the outline of a crumbling castle looms beneath swirling clouds. The world takes on the quality of a classical painting in progress. A dramatic beam of light, like something from a Rembrandt, penetrates the thick clouds and casts a precise spotlight on the center of the battlefield, illuminating the cold silver-grey reflections of metal weapons and the dark crimson of congealed blood. The image is rich and textured, as if imagining brushstrokes of wet paint layered across the canvas. The dominant color palette, composed of deep ochres and earthy browns, creates a sense of epic poignancy and eternal tranquility. The camera, as it rotates, freezes the finale of this battle into a work of art imbued with power and sorrow.", + "seed": 2646, + "video_path": "./outputs/debug/rl_samples/0000001/group_9/index_6113_seed_2646_dp_4_rank_4_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 9, + "sample_idx_in_group": 0, + "videoalign_local_mq": -1.1571890160017377, + "videoalign_local_overall": -3.0962861788417966, + "videoalign_local_vq": -1.7657362297561845, + "videoalign_local_ta": -0.17336093308387412, + "avg": -1.6348235559628352 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000001/group_9/index_6113_seed_2646_dp_4_rank_4_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000001/group_9/index_6113_seed_2646_dp_4_rank_4_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..91e31818d8fae8c097bcc6bed1b0112e3d0dbe02 --- /dev/null +++ b/outputs/debug/rl_samples/0000001/group_9/index_6113_seed_2646_dp_4_rank_4_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7adfa19997ca1d60b08c871bd4d636121df8b9d3d5803b4a5e2c0559986c49ae +size 553126 diff --git a/outputs/debug/rl_samples/0000002/group_0/index_5387_group_0_rewards.json b/outputs/debug/rl_samples/0000002/group_0/index_5387_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c6526a3e401e11e7559117a6f9ce7c40ffedd77 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_0/index_5387_group_0_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "dynamic close-up tracking shot, viewed from a slightly upward angle, closely follows a massive mechanical suit as it plummets from the sky with unstoppable force. The suit's dark gray tungsten alloy armor dominates the frame, its intricate mechanical structure, hydraulic ducts, and radiator grilles clearly visible. As it streaks through the sky at breakneck speed, its rigid shell collides with the atmosphere, sending forth countless dazzling orange-red sparks. These cascades of sparks cascade down the armor's intricate edges and raised structures, instantly illuminating the metal surface, scarred by microscopic scratches and battle scars. Against the backdrop, a dense, shredded cloud layer races by, piercing through the cracks. Dazzling sunlight filters through the gaps, creating sharp metallic reflections on the suit's hull, a stark contrast to the faint blue energy glow emanating from the armor's seams. 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The air is thick with a dense, gentle mass of cherry blossom petals, which slowly fall like pink snow, carpeting the stone-paved path with a delicate, textured carpet. In the background, the soft-focus bokeh of countless other cherry trees creates a bright, all-encompassing canopy of vibrant pink and white. Diffuse, ethereal light filters through the blossoms, casting no harsh shadows and bathing the entire scene in a warm, tranquil glow. As the camera advances, a slender, pale-skinned hand enters the frame from the lower right, its form defined by smooth tonal transitions rather than sharp lines. Moving with deliberate grace, the hand extends forward until it reaches its center frame, offering the viewer a single, perfectly formed branch of cherry blossoms. The branch itself is a dark, smooth wood from which sprout several beautifully shaped flowers, with five delicate petals perfectly blending soft white and pale pink gradients, creating a peaceful, intimate and dreamy atmosphere.", + "seed": 8771, + "video_path": "./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8771_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "videoalign_local_vq": -1.4285710313222995, + "videoalign_local_ta": -0.33196827355598907, + "videoalign_local_mq": -1.0511254615885888, + "videoalign_local_overall": -2.8116647664668775, + "avg": -1.5718165200114331 + }, + { + "prompt": "From a first-person perspective, an uninterrupted gliding shot moves smoothly forward along a park path, all rendered in a clean, minimalist art style defined by elegant, soft gradients. The air is thick with a dense, gentle mass of cherry blossom petals, which slowly fall like pink snow, carpeting the stone-paved path with a delicate, textured carpet. In the background, the soft-focus bokeh of countless other cherry trees creates a bright, all-encompassing canopy of vibrant pink and white. Diffuse, ethereal light filters through the blossoms, casting no harsh shadows and bathing the entire scene in a warm, tranquil glow. As the camera advances, a slender, pale-skinned hand enters the frame from the lower right, its form defined by smooth tonal transitions rather than sharp lines. Moving with deliberate grace, the hand extends forward until it reaches its center frame, offering the viewer a single, perfectly formed branch of cherry blossoms. The branch itself is a dark, smooth wood from which sprout several beautifully shaped flowers, with five delicate petals perfectly blending soft white and pale pink gradients, creating a peaceful, intimate and dreamy atmosphere.", + "seed": 8772, + "video_path": "./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8772_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "videoalign_local_vq": -1.4954826815269622, + "videoalign_local_ta": -0.6429630587954301, + "videoalign_local_mq": -1.2024427992180147, + "videoalign_local_overall": -3.340888539540407, + "avg": -1.9919257991679187 + }, + { + "prompt": "From a first-person perspective, an uninterrupted gliding shot moves smoothly forward along a park path, all rendered in a clean, minimalist art style defined by elegant, soft gradients. The air is thick with a dense, gentle mass of cherry blossom petals, which slowly fall like pink snow, carpeting the stone-paved path with a delicate, textured carpet. In the background, the soft-focus bokeh of countless other cherry trees creates a bright, all-encompassing canopy of vibrant pink and white. Diffuse, ethereal light filters through the blossoms, casting no harsh shadows and bathing the entire scene in a warm, tranquil glow. As the camera advances, a slender, pale-skinned hand enters the frame from the lower right, its form defined by smooth tonal transitions rather than sharp lines. Moving with deliberate grace, the hand extends forward until it reaches its center frame, offering the viewer a single, perfectly formed branch of cherry blossoms. The branch itself is a dark, smooth wood from which sprout several beautifully shaped flowers, with five delicate petals perfectly blending soft white and pale pink gradients, creating a peaceful, intimate and dreamy atmosphere.", + "seed": 8773, + "video_path": "./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8773_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "videoalign_local_ta": -0.21690020301739588, + "videoalign_local_mq": -0.901929395047426, + "videoalign_local_vq": -1.3833839428723973, + "videoalign_local_overall": -2.502213540937219, + "avg": -1.3595568719773075 + }, + { + "prompt": "From a first-person perspective, an uninterrupted gliding shot moves smoothly forward along a park path, all rendered in a clean, minimalist art style defined by elegant, soft gradients. The air is thick with a dense, gentle mass of cherry blossom petals, which slowly fall like pink snow, carpeting the stone-paved path with a delicate, textured carpet. In the background, the soft-focus bokeh of countless other cherry trees creates a bright, all-encompassing canopy of vibrant pink and white. Diffuse, ethereal light filters through the blossoms, casting no harsh shadows and bathing the entire scene in a warm, tranquil glow. As the camera advances, a slender, pale-skinned hand enters the frame from the lower right, its form defined by smooth tonal transitions rather than sharp lines. Moving with deliberate grace, the hand extends forward until it reaches its center frame, offering the viewer a single, perfectly formed branch of cherry blossoms. The branch itself is a dark, smooth wood from which sprout several beautifully shaped flowers, with five delicate petals perfectly blending soft white and pale pink gradients, creating a peaceful, intimate and dreamy atmosphere.", + "seed": 8774, + "video_path": "./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8774_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "videoalign_local_ta": -0.40660702201345494, + "videoalign_local_mq": -0.9754667927738759, + "videoalign_local_vq": -1.339934819362876, + "videoalign_local_overall": -2.7220086341502068, + "avg": -1.564307828081831 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24564_dp_2_rank_4_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24564_dp_2_rank_4_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1d5a34b9825857de8b868b69ecfb2b6665eb843b --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24564_dp_2_rank_4_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c71bddee62f27836d555de56e463724cc456380aedc48bdf672e61d2f542a588 +size 259834 diff --git a/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24565_dp_2_rank_4_sample_1_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24565_dp_2_rank_4_sample_1_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..5c5120cdc4f252298fc7293c28fde82d27617461 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24565_dp_2_rank_4_sample_1_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f97cff451394a90dd3771b78cee3733f864d7d9bb5d90c24f7868d04d46d6cc9 +size 281644 diff --git a/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24566_dp_3_rank_6_sample_2_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24566_dp_3_rank_6_sample_2_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9959e9558ba49ffd6bf63255421f9a92b0aac406 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24566_dp_3_rank_6_sample_2_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c70659604e4a63c8a51e9257cf6f55790119195227fdd9f6e13dfd808d6bfda2 +size 232668 diff --git a/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24567_dp_3_rank_6_sample_3_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24567_dp_3_rank_6_sample_3_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ee24e9566d576945f856749c7a39a100940aa23b --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24567_dp_3_rank_6_sample_3_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5cbf6d9a3d09327c3ad43168cabeeb2a2d48150058aa36e363cba560c9274f2 +size 260649 diff --git a/outputs/debug/rl_samples/0000002/group_1/index_8238_group_1_rewards.json b/outputs/debug/rl_samples/0000002/group_1/index_8238_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c86545cace6927f979493e700c9caf42ae9ce9b1 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_1/index_8238_group_1_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "cinematic, slow-motion, low-angle tracking shot follows a traditional red sedan as it moves. The evening sun, streaming low from the end of the street, casts a dazzling golden hue on the sedan and its four bearers, creating a striking silhouette. The sedan is painted a vibrant crimson, its roof draped in richly embroidered silk. Golden tassels dangle from the corners, swaying as the sedan sways. The delicately carved wooden window panes are obscured by thin red silk curtains, adding a touch of mystery. The sedan travels along a narrow, ancient bluestone street, the pavement damp from recent rain, reflecting the warm glow of the fading sunlight. The street is lined with ancient wooden buildings with overhanging eaves, their red lanterns still unlit beneath the eaves. The scene is imbued with a tranquil and solemn atmosphere. Four sedan chair bearers, dressed in traditional dark shorts, tread with steady and powerful steps. Each step, treading on the slippery stone slabs, causes the sedan to pitch rhythmically and noticeably, with the curtains and tassels swaying violently, visualizing the dynamic process of \"bumping.\" The entire scene, dominated by a warm yellow hue, uses strong contrast between light and dark, along with slow motion, to create a unique aesthetic of solemnity and celebration, yet with a touch of historical vicissitudes, as if a classic moment frozen in time.", + "seed": 31698, + "video_path": "./outputs/debug/rl_samples/0000002/group_1/index_8238_seed_31698_dp_0_rank_0_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 1, + "sample_idx_in_group": 0, + "videoalign_local_mq": -1.1557748352762292, + "videoalign_local_vq": -1.417274259209824, + "videoalign_local_overall": -3.1880226226099335, + "videoalign_local_ta": -0.6149735281238804, + "avg": -1.901498075366907 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_1/index_8238_seed_31698_dp_0_rank_0_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_1/index_8238_seed_31698_dp_0_rank_0_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..abb6d5e17f520579e5a07627fd56287767a59a8c --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_1/index_8238_seed_31698_dp_0_rank_0_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:515ea5ac884f1b959ca18c0a1167f2cc406f54e01f7e4e37239396965d6e2a88 +size 528050 diff --git a/outputs/debug/rl_samples/0000002/group_1/index_tensor([2550, 2550])_group_1_rewards.json b/outputs/debug/rl_samples/0000002/group_1/index_tensor([2550, 2550])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..268fae4d273fd858a547763440005833698b36a6 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_1/index_tensor([2550, 2550])_group_1_rewards.json @@ -0,0 +1,62 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.", + "seed": 24564, + "video_path": "./outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24564_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "videoalign_local_overall": -2.8890153299488537, + "videoalign_local_vq": -1.661675578950881, + "videoalign_local_mq": -1.1161777749619868, + "videoalign_local_ta": -0.1111619760359859, + "avg": -1.5000886529924198 + }, + { + "prompt": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.", + "seed": 24565, + "video_path": "./outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24565_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "videoalign_local_overall": -3.022228609060317, + "videoalign_local_vq": -1.7327148958889482, + "videoalign_local_mq": -1.0539538230396062, + "videoalign_local_ta": -0.23555989013176235, + "avg": -1.6288942495960395 + }, + { + "prompt": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.", + "seed": 24566, + "video_path": "./outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24566_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "videoalign_local_ta": -0.06762270610246415, + "videoalign_local_overall": -2.5873002969157213, + "videoalign_local_vq": -1.647445991001513, + "videoalign_local_mq": -0.8722315998117444, + "avg": -1.3274615015090927 + }, + { + "prompt": "static, low-angle, wide-angle shot captures a vast field of tall, sun-bleached cornstalks, flapping violently in a chaotic frenzy. A massive dust storm, a billowing wall of thick ochre dust, relentlessly engulfs the landscape, swallowing the horizon and creating an oppressive, claustrophobic atmosphere. A soft, directional light, like that from a dying sun, penetrates the dense cloud of particles, creating dramatic god rays that illuminate millions of individually rendered dust and sand particles dancing in the air. This intense light casts long, stark shadows that stretch and writhe across the ground, highlighting the corn's violent movement. Each stalk is rendered in a hyper-realistic Unreal Engine style, displaying realistic, high-fidelity textures; their dry, brittle leaves are pale yellow and tattered, whipping back and forth with such force that they shred and tear. The entire scene is a symphony of controlled chaos, with cinematic lighting and physically-based rendering emphasizing the oppressive power of nature and the fragility of the harvest.", + "seed": 24567, + "video_path": "./outputs/debug/rl_samples/0000002/group_1/index_2550_seed_24567_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "videoalign_local_ta": -0.32574837785120025, + "videoalign_local_overall": -3.0342705244204904, + "videoalign_local_vq": -1.7231560887168536, + "videoalign_local_mq": -0.9853660578524365, + "avg": -1.6800094511358452 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_10/index_8507_group_10_rewards.json b/outputs/debug/rl_samples/0000002/group_10/index_8507_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..24f4ce432d6852d8ce5148194b2428773ef562bd --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_10/index_8507_group_10_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "drone's wide-angle lens, captured from high above, slowly pans forward, capturing a long line of police cars in the dead of night. Atop these modern police vehicles, alternating red and blue warning lights flash in a rapid, rhythmic rhythm. Their glare reflects and stretches across the slightly damp asphalt, converging into a dazzling, flowing river of light. The convoy is traveling on an empty city highway, heading straight for the entrance of a vast, eerie concrete tunnel. As the lead police car steadily and decisively plunges into the darkness of the tunnel, the following vehicles follow closely behind, the river of light seemingly swallowed by the tunnel's vast mouth. The entire scene, pierced by red and blue light against a deep blue and black palette, creates a cinematic atmosphere of heightened tension, suspense, and urgency.", + "seed": 3371, + "video_path": "./outputs/debug/rl_samples/0000002/group_10/index_8507_seed_3371_dp_5_rank_5_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 10, + "sample_idx_in_group": 0, + "videoalign_local_overall": -1.850530371664571, + "videoalign_local_mq": -0.7827846689233221, + "videoalign_local_ta": 0.13141395645077814, + "videoalign_local_vq": -1.199159659192027, + "avg": -0.8595582076068964 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_10/index_8507_seed_3371_dp_5_rank_5_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_10/index_8507_seed_3371_dp_5_rank_5_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..370cd181324759b26e05cafc554181cf465d2599 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_10/index_8507_seed_3371_dp_5_rank_5_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb72b79bf7e27d0dd130ced31b4d496632dea1d35b93968433bc5a09f27e568a +size 327471 diff --git a/outputs/debug/rl_samples/0000002/group_11/index_3109_group_11_rewards.json b/outputs/debug/rl_samples/0000002/group_11/index_3109_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0d700b1066a4994cdaee856bca2de1d5d8773651 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_11/index_3109_group_11_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "low-angle, medium shot, captured with the raw immediacy of a handheld documentary camera, the frame slightly shaken by the impact. Beneath the glaring African midday sun, a massive, adult male African elephant, its deeply wrinkled gray skin stained with dried mud and dust, its massive, slightly worn tusks gleaming white in the sunlight, its small, piercing eyes filled with unwavering determination. With its massive head lowered, muscles tensed, it charged forward with an unstoppable momentum, slamming into a sturdy fence composed of thick, dark wooden posts and beams. The sturdy beams, unable to withstand the devastating force, shattered instantly upon impact, sending countless sharp splinters of wood and dust flying in all directions in a chaotic explosion. The grain of each splintered piece was clearly visible in the high-speed filming. The bull elephant moves relentlessly through the destroyed gap, and the entire picture is filled with raw, rough energy. The high-contrast lighting and extreme capture of details together create an awe-inspiring, heart-pounding documentary-like real texture and tense atmosphere.", + "seed": 10551, + "video_path": "./outputs/debug/rl_samples/0000002/group_11/index_3109_seed_10551_dp_5_rank_5_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 11, + "sample_idx_in_group": 0, + "videoalign_local_overall": -1.8202064749858748, + "videoalign_local_mq": -1.0412261965100282, + "videoalign_local_ta": 0.4983878030333186, + "videoalign_local_vq": -1.2773680815091655, + "avg": -0.6609093359762783 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_11/index_3109_seed_10551_dp_5_rank_5_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_11/index_3109_seed_10551_dp_5_rank_5_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..220af0628777c8ffbf6481a417f11d3f8bf84dc3 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_11/index_3109_seed_10551_dp_5_rank_5_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40817a21d771dd914c1ff8343217f5186b67041679e73fe9877a6133f159a3e9 +size 535266 diff --git a/outputs/debug/rl_samples/0000002/group_12/index_7027_group_12_rewards.json b/outputs/debug/rl_samples/0000002/group_12/index_7027_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..642495b8740b5a45a437f7d9c9c66a6c4f8af5cf --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_12/index_7027_group_12_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "powerful low-angle tracking shot follows the tank, its camera close to the ground, panning right in sync with a heavy main battle tank. The tank's heavy olive-green armor is coated in a thick layer of dried mud and crisscrossed with metal scratches, leaving mottled marks on the turret and hull, with some armor plates even chipped and broken at the edges. Its broad metal tracks, with unstoppable force, relentlessly crush the rubble of broken concrete, twisted rebar, and scattered brick and stone beneath them, shattering it into smaller fragments, kicking up a cloud of dust with each rotation. As the tank surges forward, its massive hull heaving slightly as it rolls over the uneven ground, it plunges into a devastated city block. The charred, collapsed skeletons of buildings flank the streets, their shattered windows staring out at the devastation like hollow eyes. The sky is shrouded in thick gray smoke, casting a dim and oppressive diffuse light. The dominant tones of the painting are icy grays and earth tones, punctuated only by the occasional flash of rusty red on the twisted rebar. The entire scene is imbued with a sense of primal, violent power, creating an apocalyptic, suffocating atmosphere of tension.", + "seed": 1344, + "video_path": "./outputs/debug/rl_samples/0000002/group_12/index_7027_seed_1344_dp_6_rank_6_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 12, + "sample_idx_in_group": 0, + "videoalign_local_mq": -1.2590100282383607, + "videoalign_local_overall": -2.6700434835844624, + "videoalign_local_ta": -0.06762270610246415, + "videoalign_local_vq": -1.3434107492436378, + "avg": -1.3688330948434635 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_12/index_7027_seed_1344_dp_6_rank_6_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_12/index_7027_seed_1344_dp_6_rank_6_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..42df2ec6da2c0f6df2f370c838c0fb3e3694bea9 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_12/index_7027_seed_1344_dp_6_rank_6_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb32c3faa15e582807e9fd6d8404ee7de3939c0a0e0c0a56777e00257f9ab3af +size 528142 diff --git a/outputs/debug/rl_samples/0000002/group_13/index_3343_group_13_rewards.json b/outputs/debug/rl_samples/0000002/group_13/index_3343_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..801ecece6eb316322949ead34dc4d3e23db37e7b --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_13/index_3343_group_13_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "static, slightly low-angle close-up captures a realistic pigeon standing on a sun-bleached, richly textured concrete sidewalk. Every detail of the bird is rendered with exquisite clarity: its iridescent neck feathers shimmer with metallic purple and green hues in the midday sun, its plump gray body feathers are perfectly contoured, and its brilliant red-orange eyes have a sharp, intelligent glint. Its pink, scaly feet firmly grip the rough concrete surface, which is marked by hairline cracks and tiny embedded pebbles. The scene pauses for a moment in perfect silence before the transformation begins, subtle at first. The tips of the wing feathers begin to fray, becoming not wisps but tiny, glowing points of light. This deconstruction process steadily and deliberately accelerates, flowing through the pigeon's body like a stream of water. Its solid form loses cohesion, its physical structure disintegrating into a swirling, rising cloud of shimmering, iridescent particles. These particles, preserving the pigeon's original palette, radiate an ethereal inner light, catching direct sunlight and refracting it into a dazzling, kaleidoscopic display. The digital cloud of dust slowly drifted upwards and dissipated into the warm, bright air, leaving behind only a desolate, empty expanse of concrete where the bird once stood, creating an atmosphere of surreal, quietly magical atmosphere.", + "seed": 16089, + "video_path": "./outputs/debug/rl_samples/0000002/group_13/index_3343_seed_16089_dp_6_rank_6_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 13, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.4755539063065673, + "videoalign_local_overall": -0.10582950561467225, + "videoalign_local_ta": 0.45484853309979684, + "videoalign_local_vq": -0.08512413240790176, + "avg": 0.1745095137425623 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_13/index_3343_seed_16089_dp_6_rank_6_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_13/index_3343_seed_16089_dp_6_rank_6_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..3b7139db0b4f9526d16f52c7e62bd2670f789ceb --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_13/index_3343_seed_16089_dp_6_rank_6_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01475f6cf6ab049eabf2b970d714fd3bc98625976b790314cd6ff7a9a19eb941 +size 305145 diff --git a/outputs/debug/rl_samples/0000002/group_14/index_3777_group_14_rewards.json b/outputs/debug/rl_samples/0000002/group_14/index_3777_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..07b1197cd27ef2a1a61d38c740fbea51aba85596 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_14/index_3777_group_14_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "In a fluid tracking shot, the camera, at a slightly upward angle, closely follows a carved dragon eaves that has just been torn from a magnificent celestial residence atop a sea of clouds. The eaves are meticulously carved from dark, ancient wood. The auspicious dragon perched atop it is ferocious and majestic, each scale meticulously detailed. The remaining gilt glimmers with a last, faint, poignant glow in the sky dimmed by the impact of a mysterious force. As it streaks across the sky, the camera captures its slow, uncontrolled tumbling. Cracks in the wooden structure, caused by the immense stress, continue to spread, and tiny wood chips and dust peel away from the dragon's head, scattering in the thin air. In the background, the once-grand immortal residence undergoes a silent yet violent collapse: the vast white jade walls shatter like icebergs, shattering into countless gleaming crystals. Swathes of blue glazed tiles, unsupported, cascade down like a bursting dam, creating a magnificent yet deadly blue rainstorm. Along with countless shattered pavilions, towers, and jade railings, they plummet into the bottomless, swirling sea of clouds below. The entire scene is shrouded in a cold and saturated hue: the pure white of the shattered jade, the royal blue of the glazed tiles, and the dark brown of the ancient trees. Light penetrates the turbulent clouds, casting a cacophony of light and shadow, creating a supremely tragic elegy imbued with the charm of classical Chinese immortal chivalry, imbued with a tragic beauty amidst destruction.", + "seed": 11912, + "video_path": "./outputs/debug/rl_samples/0000002/group_14/index_3777_seed_11912_dp_7_rank_7_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 14, + "sample_idx_in_group": 0, + "videoalign_local_vq": -1.4059774870973485, + "videoalign_local_mq": -1.27032347404243, + "videoalign_local_overall": -3.9327012338200067, + "videoalign_local_ta": -1.2564002726802277, + "avg": -2.594550753250117 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_14/index_3777_seed_11912_dp_7_rank_7_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_14/index_3777_seed_11912_dp_7_rank_7_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..12d494c7bfc9aeb0e6ab0c911a5e6c22d703757d --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_14/index_3777_seed_11912_dp_7_rank_7_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b93595e032e2584d9997043f7fb8593ca7e7baae53345f17fed23be43bd9b8e +size 416072 diff --git a/outputs/debug/rl_samples/0000002/group_15/index_6303_group_15_rewards.json b/outputs/debug/rl_samples/0000002/group_15/index_6303_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6453662fc973b4c34a4e2fa9ef7f89f7fe83ac58 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_15/index_6303_group_15_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "This static, eye-level medium close-up, rendered in a classic film noir style, focuses on a man with dark, sleek hair with a subtle sheen and a carefully groomed mustache. He sits, wearing a dark, tailored suit and a crisp tie whose fabric absorbs the limited light. The setting is a dimly lit room, the only distinctive background element being heavy, dark green curtains, whose deep folds create an abyss of shadow behind him. The scene is defined by its dramatic, high-contrast lighting; a harsh key light, likely originating from an off-screen source, carves his features out of the darkness, illuminating one side of his face while casting the other in deep shadow. His mouth is slightly open, his gaze intensely focused, suggesting he is in the midst of a weighty or secretive conversation. This deliberate composition emphasizes the stark interplay of light and dark, creating an atmosphere of tension and mystery, drawing the viewer's full attention to the man's enigmatic expression and the unspoken conspiracy at play.", + "seed": 21748, + "video_path": "./outputs/debug/rl_samples/0000002/group_15/index_6303_seed_21748_dp_7_rank_7_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 15, + "sample_idx_in_group": 0, + "videoalign_local_vq": -0.4674764192916889, + "videoalign_local_mq": 0.9782238795163275, + "videoalign_local_overall": 1.0215750546675348, + "videoalign_local_ta": 0.5108275944428963, + "avg": 0.7662013245552155 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_15/index_6303_seed_21748_dp_7_rank_7_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_15/index_6303_seed_21748_dp_7_rank_7_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1dd6f3de2b24b2065229918d2dce0da8b7c28a2a --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_15/index_6303_seed_21748_dp_7_rank_7_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6dd6bce5e864455279a1408cd807811b87008642b99809fc3536e67f824dfd06 +size 87128 diff --git a/outputs/debug/rl_samples/0000002/group_2/index_867_group_2_rewards.json b/outputs/debug/rl_samples/0000002/group_2/index_867_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..afc741bd95d3da3ec61724ab25eca35253dcec1d --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_2/index_867_group_2_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "An underwater medium close-up, rendered with hyper-real clarity, unfolds with a slow, graceful lens around a magnificent brook trout. The fish hangs almost motionless, its body a canvas of natural art: its olive-green back is intricately etched with unique, worm-like patterns, while its shimmering sides are dotted with vibrant red spots, each perfectly blurred against a delicate, ethereal blue. It rests serenely and steadily on a bed of smooth, rounded river rocks, its gray and brown surface softened by a carpet of deep green moss. The camera's deliberate movements capture the fish's minute, almost imperceptible adjustments to its pectoral and dorsal fins as it effortlessly maintains its position against the gentle, invisible current. Bright sunlight, penetrating the crystal-clear water from above, creates a mesmerizing ballet of patterns that ripple and shift across the trout's smooth scales and the mossy brook bottom, illuminating tiny particles drifting in the water. The atmosphere is one of profound stillness and focused peace, a genuine and captivating moment frozen in a pristine, sun-dappled aquatic world.", + "seed": 29546, + "video_path": "./outputs/debug/rl_samples/0000002/group_2/index_867_seed_29546_dp_1_rank_1_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 2, + "sample_idx_in_group": 0, + "videoalign_local_vq": -0.6829840718989144, + "videoalign_local_mq": -0.3793896169719789, + "videoalign_local_overall": -1.0864571250398356, + "videoalign_local_ta": -0.024083436168942405, + "avg": -0.5552702806043891 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_2/index_867_seed_29546_dp_1_rank_1_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_2/index_867_seed_29546_dp_1_rank_1_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f8b718fe959d871b945709bb12e652d2439a1325 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_2/index_867_seed_29546_dp_1_rank_1_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a362be970664ed0be8017fce5911719a9d9cc244a0eded828ddc8ed2ec35cd3e +size 419973 diff --git a/outputs/debug/rl_samples/0000002/group_3/index_6174_group_3_rewards.json b/outputs/debug/rl_samples/0000002/group_3/index_6174_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aa87eb03654a73a871ae741092358e35a2e4bbae --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_3/index_6174_group_3_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "slow-motion, low-angle shot zooms in on a city basketball court surrounded by a high, rusty barbed wire fence. In the center of the frame, two sweat-drenched teenagers engage in a fierce standoff. The boy in the foreground, with tanned skin and short, close-cropped black hair, wears a sweat-soaked, dark blue sleeveless basketball vest that clings to his heaving chest and muscular build. His jaw set, his eyes piercing like a hawk, he stands with his hands on his hips, leaning slightly forward in an aggressive stance. The other boy confronting him wears an equally drenched white vest, his bangs clinging to his forehead with sweat. His arms are crossed over his chest, his posture erect, his gaze firm and unyielding. The golden afterglow of the setting sun streams in at a sharp angle, filtering through the bars of the barbed wire fence and casting long, interlaced shadows on the cracked asphalt. The light outlines their youthful, powerful figures and illuminates every bead of sweat on their skin. The air seemed to freeze, the dilapidated red brick apartment building in the background became blurred, and all the focus was on the invisible space between the two teenagers, which was full of charge. Every breath in their chests and every silent exchange of eyes filled the whole scene with primitive competitive tension and a dramatic atmosphere that was about to break out.", + "seed": 3010, + "video_path": "./outputs/debug/rl_samples/0000002/group_3/index_6174_seed_3010_dp_1_rank_1_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 3, + "sample_idx_in_group": 0, + "videoalign_local_vq": -1.2686782568072612, + "videoalign_local_mq": -0.9408193649989139, + "videoalign_local_overall": -1.4001150335334156, + "videoalign_local_ta": 0.8093825882727597, + "avg": -0.2953662226303279 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_3/index_6174_seed_3010_dp_1_rank_1_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_3/index_6174_seed_3010_dp_1_rank_1_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..6935369b1496a4322e3f3e7c8585cb6080e5001a --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_3/index_6174_seed_3010_dp_1_rank_1_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4340b6e3e2f8c214afdbdb108523023e4c4d9772ec659c9dac07e31f32d5ae90 +size 398226 diff --git a/outputs/debug/rl_samples/0000002/group_4/index_2579_group_4_rewards.json b/outputs/debug/rl_samples/0000002/group_4/index_2579_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6ada6a3a1736a5fabfa4ce77caa329bef106e2c6 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_4/index_2579_group_4_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "In the hyper-detailed and emotionally resonant Makoto Shinkai style, a low-angle tracking shot slowly slides from left to right, parallel to a dense row of evening primroses. The camera, positioned high above the ground, allows the blossoms to appear heroic against a breathtakingly saturated twilight sky, which melts from a deep, star-studded indigo at the summit to a vibrant purplish-red, ultimately bursting into a fiery orange glow on the distant horizon. As the camera moves, a magical, rapid-fire time-lapse sequence is triggered; the tightly closed green buds of the evening primroses tremble, then unfold with a smooth, accelerated grace. Their delicate, paper-thin yellow petals peel back to reveal the intricate stamens within, the entire movement imbued with a sense of life and wonder. Each newly opened flower catches the last traces of daylight, giving its edges an intense, warm glow. This light refracts through the lens, creating the signature soft, ethereal, anamorphic lens flare that sweeps horizontally across the frame, bathing the scene in a dreamy, poignant atmosphere and capturing a fleeting moment of sublime beauty.", + "seed": 64, + "video_path": "./outputs/debug/rl_samples/0000002/group_4/index_2579_seed_64_dp_2_rank_2_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 4, + "sample_idx_in_group": 0, + "videoalign_local_ta": -1.0880743451693802, + "videoalign_local_overall": -3.0666750633036717, + "videoalign_local_vq": -0.9402028830752803, + "videoalign_local_mq": -1.038397835059011, + "avg": -2.077374704236526 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_4/index_2579_seed_64_dp_2_rank_2_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_4/index_2579_seed_64_dp_2_rank_2_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1bc2b940b238eaa7cea2128010b4cd2c415bd4ac --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_4/index_2579_seed_64_dp_2_rank_2_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a709b4cc922a0cc66bc8f1e9b1bb1a037e0e2135d822b0d2b4586fb9bf74ec0c +size 288676 diff --git a/outputs/debug/rl_samples/0000002/group_5/index_267_group_5_rewards.json b/outputs/debug/rl_samples/0000002/group_5/index_267_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..79563a9057a45f6185862c158f98298ea5396cf2 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_5/index_267_group_5_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "medium shot, shot from an underwater eye-level, follows the fierce confrontation between two massive largemouth bass with a slow, steady pan. In the murky, yet sun-drenched, freshwater lake, shafts of light create a Tyndall effect in the deep green water, illuminating tiny suspended particles. The bass on the left, slightly larger, its olive-green scales gleaming metallically in the light. Its gill covers open wide in fury, revealing vibrant red gill filaments. It lunges forward with explosive force, its massive mouth stretched to its limit. Its opponent on the right, no less, slaps the current with its powerful tail fin, stirring up a small cloud of bottom mud and sand. It nimbly twists its body in the water to meet the impact sideways. The moment the two fish collide, the image is filled with a sense of power, with visible ripples in the water and a few silver scales falling and scattering in the chaos. Their movements are not chaotic, but full of primitive and strategic aggressiveness. Every collision and bite stirs up the swaying aquatic plants around them, creating a tense, fierce and primitive competitive atmosphere full of vitality.", + "seed": 25095, + "video_path": "./outputs/debug/rl_samples/0000002/group_5/index_267_seed_25095_dp_2_rank_2_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 5, + "sample_idx_in_group": 0, + "videoalign_local_ta": 0.6974244655865609, + "videoalign_local_overall": -1.5061213404361669, + "videoalign_local_vq": -1.1000956575903187, + "videoalign_local_mq": -1.103450148432409, + "avg": -0.404348437424803 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_5/index_267_seed_25095_dp_2_rank_2_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_5/index_267_seed_25095_dp_2_rank_2_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..10c8b3a95de10c18e2c3d7a7f15cbb96b88ba088 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_5/index_267_seed_25095_dp_2_rank_2_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b1b792af3a9546ca5156b1ae3f07ed3bb09ad72c99f665ba234d54864479a55 +size 456837 diff --git a/outputs/debug/rl_samples/0000002/group_6/index_912_group_6_rewards.json b/outputs/debug/rl_samples/0000002/group_6/index_912_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aa22b35828fa070ef0638a531da771f983e164e2 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_6/index_912_group_6_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "The film begins with a medium-distance, horizontal shot of a classic black steam train, accompanied by a rhythmic clang of metal and a deafening whistle. It steadily and powerfully moves across a majestic railway bridge constructed of rusted steel trusses. The train body gleams with the metallic sheen of an industrial age, while its massive chimneys billow thick, billowing white steam and gray smoke, which rapidly diffuse in the cold morning air. The rising sun, shining golden from behind the distant mountains, dramatically outlines the billowing smoke and the steel bridge. Then, the camera quickly and smoothly pulls back, gradually shrinking the train from the dominant subject of the picture to a small dot moving in the grand natural landscape, revealing the entire breathtaking scene: below is a deep and vast valley, with a winding river running through it like a silver ribbon, the hillsides are covered with dense, green coniferous forests of varying shades, morning mist lingers in the forest and valley, some peaks are looming in the mist, and the sunlight penetrates the mist, forming clearly visible beams of light in the valley. The whole picture is full of an epic atmosphere of the power of the industrial age intertwined with the majesty of nature.", + "seed": 17517, + "video_path": "./outputs/debug/rl_samples/0000002/group_6/index_912_seed_17517_dp_3_rank_3_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 6, + "sample_idx_in_group": 0, + "videoalign_local_mq": -1.0369836543335023, + "videoalign_local_ta": -0.017863540464153584, + "videoalign_local_overall": -2.5976894209499966, + "videoalign_local_vq": -1.5428422261523405, + "avg": -1.3077764807070749 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_6/index_912_seed_17517_dp_3_rank_3_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_6/index_912_seed_17517_dp_3_rank_3_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..06b569f00a6d0c4af38ba9cb3610fb7ea11ff3d8 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_6/index_912_seed_17517_dp_3_rank_3_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04eaa87d58ad6dd0a223a681b6e23a089893ec6bb8cadcf9cdfea11ae090d24c +size 411756 diff --git a/outputs/debug/rl_samples/0000002/group_7/index_4618_group_7_rewards.json b/outputs/debug/rl_samples/0000002/group_7/index_4618_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..26bf39d6a67a3a562bb37a8ea16c1226dd9505dd --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_7/index_4618_group_7_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "wide, low-angle shot captures an apocalyptic scene. In the sky, thick, inky storm clouds piled up, nearly reaching the sea level, only a hint of eerie cold light piercing the horizon. Beneath this oppressive canopy, a mountain-like wave relentlessly pressed against the rugged, rocky coastline. This towering wall of water, a deep turquoise, its surface wrinkled and creased, crowned by a roiling crest of chaotic white foam, resembles a moving, angry mountain range of crystal. As the wave crashes with thunderous force against the dark, slippery rocks, eroded by the sea, it erupts with astonishing force, sending up a massive column of white spray and foam that nearly touches the clouds. Countless tons of seawater are ripped into billions of crystalline droplets in the air, cascading down to rejoin the surging ocean below. The entire picture presents a cold monochrome tone in the dim light, with only the dazzling white flashing when the waves splash, creating a majestic, primitive and awe-inspiring tense atmosphere, full of the irresistible wild power of nature.", + "seed": 27257, + "video_path": "./outputs/debug/rl_samples/0000002/group_7/index_4618_seed_27257_dp_3_rank_3_sample_0_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 1, + "group_idx_local": 1, + "global_group_idx": 7, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.6169719788574325, + "videoalign_local_ta": -0.21068030731260706, + "videoalign_local_overall": -2.0494054895870177, + "videoalign_local_vq": -1.2217532034169782, + "avg": -1.1300428984498123 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_7/index_4618_seed_27257_dp_3_rank_3_sample_0_slot_1.mp4 b/outputs/debug/rl_samples/0000002/group_7/index_4618_seed_27257_dp_3_rank_3_sample_0_slot_1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ab32270c18fa24ac987c48bdaad5266874ac337f --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_7/index_4618_seed_27257_dp_3_rank_3_sample_0_slot_1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:003681ff26d00feefdfb61ca3be6758f24a4eac01323ea4abe564a204fd7fc83 +size 342625 diff --git a/outputs/debug/rl_samples/0000002/group_8/index_1986_group_8_rewards.json b/outputs/debug/rl_samples/0000002/group_8/index_1986_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..68420e39bc5669d1c65ea7e74af16bf1d123f9f5 --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_8/index_1986_group_8_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "close-up, static shot captured with a miniature effect, pinpoints the sharp focus of a loving mother hen. Her fluffy feathers are a warm white and soft brown, and beneath a small, healthy red comb, a pair of bright black eyes are filled with gentle concentration. Standing on the dry earth, she leans slightly forward, carefully and methodically dipping her sharp, pale yellow beak into a small pile of golden millet and mixed grains before her. With a series of delicate, gentle pecks and pushes, she spreads the grains evenly on the ground, preparing them for the upcoming feeding. Soft, diffused natural light evenly illuminates the scene, highlighting the fluffy texture of her feathers and making each grain shimmer. In the background, a beautifully blurred farmyard appears, its weathered wooden fence and scattered green grass rendered as soft, abstract blocks of color. The entire painting is lightly desaturated, with earthy browns, soft yellows, and soft whites dominating, creating a warm atmosphere of tranquility, peace, and maternal care.", + "seed": 27805, + "video_path": "./outputs/debug/rl_samples/0000002/group_8/index_1986_seed_27805_dp_4_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 1, + "group_idx_local": 0, + "global_group_idx": 8, + "sample_idx_in_group": 0, + "videoalign_local_mq": -0.6926306476721454, + "videoalign_local_overall": -0.49927360910418217, + "videoalign_local_vq": -0.5787061754760634, + "videoalign_local_ta": 0.7720632140440268, + "avg": 0.13639480246992236 + } +] \ No newline at end of file diff --git a/outputs/debug/rl_samples/0000002/group_8/index_1986_seed_27805_dp_4_rank_4_sample_0_slot_0.mp4 b/outputs/debug/rl_samples/0000002/group_8/index_1986_seed_27805_dp_4_rank_4_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fbf83811e6a406d48b7111ff805426b4eb01197b --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_8/index_1986_seed_27805_dp_4_rank_4_sample_0_slot_0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f16440db63f28e179868f2d713f6b6abca6e0fab3171b85bdbd56bee7905187 +size 283728 diff --git a/outputs/debug/rl_samples/0000002/group_9/index_149_group_9_rewards.json b/outputs/debug/rl_samples/0000002/group_9/index_149_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..65395b1c668269b8cc5711d31003007d057aadff --- /dev/null +++ b/outputs/debug/rl_samples/0000002/group_9/index_149_group_9_rewards.json @@ -0,0 +1,17 @@ +[ + { + "prompt": "At dusk, a static, low-angle, wide-angle shot captures a lone figure on a Parisian basketball court, creating a scene of profound solitude and elegance. In the background, the iconic silhouette of the Eiffel Tower is clearly visible against the stunning sunset, its iron latticework appearing a stark black against the bright sky, tinged with hues of fiery orange, deep burgundy, and soft violet. In the foreground, the athlete, rendered almost in silhouette by the powerful backlight, maintains a low, focused stance in a dark sleeveless basketball jersey and shorts. The figure deftly dribbles a classic orange basketball with fluid precision; the pebbled leather surface is barely discernible as it blurs, moving from a low, rhythmic thump on the worn asphalt court to a rapid cross between the legs. The warm, dramatic light of the setting sun casts long shadows and creates a bright rim light around the figure's body, highlighting their concentrated energy and the sweat on their brow. The atmosphere is one of quiet, solitary passion, blending the implicit rhythmic sound of the dribbling ball with the quiet grandeur of the city. 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A spherical bomb, composed of countless tightly packed, overlapping layers of pink, pale yellow, and mint green rose petals, hovers in the center of the frame. A warm, diffuse light gently streams down from above, giving the petals a velvety texture and casting almost invisible, soft shadows. Several emerald-green, flexible vines, like delicate threads, entwine and secure the bomb's structure. One reaches upward, spiraling into an elegant fuse, tipped with a small, pre-opening white bud. Fine cracks appear on the sphere's surface, and the outermost petals delicately curl and peel away with almost imperceptible grace, as if a miracle of life is slowly emerging from its cocoon. The background is treated as a dreamy scene composed of soft light spots and blurred blocks of color. The gradient of lavender and cream creates an extreme shallow depth of field effect, thus directing all visual focus to the moment of birth of this unique work of art, creating a dreamy atmosphere that is tranquil, wonderful and full of the beauty of the budding life.", + "seed": 5648, + "video_path": "./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5648_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "videoalign_local_vq": -0.9888659014059442, + "videoalign_local_ta": 0.4113092631662751, + "videoalign_local_mq": -0.6339421475635364, + "videoalign_local_overall": -1.2114987858032054, + "avg": -0.4000947613184652 + }, + { + "prompt": "stunningly close-up, static shot, captured from a level angle, focuses squarely on a single work of art, immersed in a soft, picture-book-like macaron-hued scene. A spherical bomb, composed of countless tightly packed, overlapping layers of pink, pale yellow, and mint green rose petals, hovers in the center of the frame. A warm, diffuse light gently streams down from above, giving the petals a velvety texture and casting almost invisible, soft shadows. Several emerald-green, flexible vines, like delicate threads, entwine and secure the bomb's structure. One reaches upward, spiraling into an elegant fuse, tipped with a small, pre-opening white bud. Fine cracks appear on the sphere's surface, and the outermost petals delicately curl and peel away with almost imperceptible grace, as if a miracle of life is slowly emerging from its cocoon. The background is treated as a dreamy scene composed of soft light spots and blurred blocks of color. The gradient of lavender and cream creates an extreme shallow depth of field effect, thus directing all visual focus to the moment of birth of this unique work of art, creating a dreamy atmosphere that is tranquil, wonderful and full of the beauty of the budding life.", + "seed": 5649, + "video_path": "./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5649_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "videoalign_local_vq": -0.5648024559530166, + "videoalign_local_ta": 0.7223040484057162, + "videoalign_local_mq": -0.011702628339729258, + "videoalign_local_overall": 0.14579896411297033, + "avg": 0.43405150625934324 + }, + { + "prompt": "stunningly close-up, static shot, captured from a level angle, focuses squarely on a single work of art, immersed in a soft, picture-book-like macaron-hued scene. A spherical bomb, composed of countless tightly packed, overlapping layers of pink, pale yellow, and mint green rose petals, hovers in the center of the frame. A warm, diffuse light gently streams down from above, giving the petals a velvety texture and casting almost invisible, soft shadows. Several emerald-green, flexible vines, like delicate threads, entwine and secure the bomb's structure. One reaches upward, spiraling into an elegant fuse, tipped with a small, pre-opening white bud. Fine cracks appear on the sphere's surface, and the outermost petals delicately curl and peel away with almost imperceptible grace, as if a miracle of life is slowly emerging from its cocoon. The background is treated as a dreamy scene composed of soft light spots and blurred blocks of color. The gradient of lavender and cream creates an extreme shallow depth of field effect, thus directing all visual focus to the moment of birth of this unique work of art, creating a dreamy atmosphere that is tranquil, wonderful and full of the beauty of the budding life.", + "seed": 5650, + "video_path": "./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5650_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "videoalign_local_ta": 0.5979061343099398, + "videoalign_local_mq": -0.6084868945043806, + "videoalign_local_vq": -0.7038396511834847, + "videoalign_local_overall": -0.7144204113779254, + "avg": -0.05825713853399289 + }, + { + "prompt": "stunningly close-up, static shot, captured from a level angle, focuses squarely on a single work of art, immersed in a soft, picture-book-like macaron-hued scene. A spherical bomb, composed of countless tightly packed, overlapping layers of pink, pale yellow, and mint green rose petals, hovers in the center of the frame. A warm, diffuse light gently streams down from above, giving the petals a velvety texture and casting almost invisible, soft shadows. Several emerald-green, flexible vines, like delicate threads, entwine and secure the bomb's structure. One reaches upward, spiraling into an elegant fuse, tipped with a small, pre-opening white bud. Fine cracks appear on the sphere's surface, and the outermost petals delicately curl and peel away with almost imperceptible grace, as if a miracle of life is slowly emerging from its cocoon. The background is treated as a dreamy scene composed of soft light spots and blurred blocks of color. 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Then, the camera slowly and gently tilts upward, gliding over her arm, draped in a soft, cream-colored cashmere cardigan. The movement continues, smoothly bringing her face into the beautifully composed portrait frame. Her wispy, silver-white hair, styled in a neatly combed bob, gently frames her face, her kind eyes framed by gentle crow's feet, and a contented, soft smile graces her lips. The background is a warm, out-of-focus blur of a sun-drenched room, the soft green shapes of indoor plants creating a delightful bokeh effect. As she gracefully settles into the vehicle's comfortable seat, the soft, diffuse morning light streaming from an unseen window illuminates her serene expression, capturing a quiet, optimistic moment of newfound independence and peaceful anticipation before she prepares for action.", + "seed": 8266, + "video_path": "./outputs/debug/rl_samples/0000003/group_1/index_7599_seed_8266_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "videoalign_local_overall": -2.4409356967934883, + "videoalign_local_vq": -1.3972876623954442, + "videoalign_local_mq": -0.87028710131417, + "videoalign_local_ta": -0.17336093308387412, + "avg": -1.307148314938681 + }, + { + "prompt": "focused close-up begins on the hands of an elderly woman, her skin delicately wrinkled with age, but her grip steady and cautious, her fingers wrapped around the sleek, matte black, ergonomic handlebars of a sleek, pearly white premium mobility scooter. Then, the camera slowly and gently tilts upward, gliding over her arm, draped in a soft, cream-colored cashmere cardigan. The movement continues, smoothly bringing her face into the beautifully composed portrait frame. Her wispy, silver-white hair, styled in a neatly combed bob, gently frames her face, her kind eyes framed by gentle crow's feet, and a contented, soft smile graces her lips. The background is a warm, out-of-focus blur of a sun-drenched room, the soft green shapes of indoor plants creating a delightful bokeh effect. 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The remarkably lifelike skeleton's yellowed bones are riddled with tiny cracks and weathering marks, and its hollow eye sockets seem to burn with an invisible energy. Its thick, rough black cloak, frayed to wisps at the edges, sways feebly in the dry wind. A bony hand grips a massive scythe taller than itself. The blade gleams a cold metallic sheen against the gloomy sky, the tip dragged steadily behind it, carving a shallow, continuous trail across the cracked earth. In the background, a leaden sky and a barren horizon stand out, with only a few dead, twisted tree roots reaching out from the ground like desperate claws. 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[RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 14:48:29.504 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 14:48:31.474 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-21 14:48:31.475 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.475 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-21 14:48:31.475 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-21 14:48:31.476 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-21 14:48:31.476 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-21 14:48:31.477 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-21 14:48:31.477 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.478 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-21 14:48:31.478 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.491 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-21 14:48:31.491 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-21 14:48:31.492 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-21 14:48:31.493 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-21 14:48:31.493 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-21 14:48:31.493 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-21 14:48:31.494 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-21 14:48:31.494 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-21 14:48:31.495 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-21 14:48:31.495 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-21 14:48:31.496 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.496 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-21 14:48:31.497 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.497 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-21 14:48:31.497 | INFO | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-21 14:48:31.498 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-21 14:48:31.498 | INFO | __main__:print_training_configuration:860 - SP size : 2 +2026-04-21 14:48:31.499 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-21 14:48:31.499 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.500 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-21 14:48:31.500 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.501 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-21 14:48:31.501 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-21 14:48:31.502 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-21 14:48:31.502 | INFO | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-21 14:48:31.502 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-21 14:48:31.503 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-21 14:48:31.503 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-21 14:48:31.504 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.504 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-21 14:48:31.504 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.505 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-21 14:48:31.505 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-21 14:48:31.506 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-21 14:48:31.506 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-21 14:48:31.507 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-21 14:48:31.507 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-21 14:48:31.508 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-21 14:48:31.508 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.509 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-21 14:48:31.509 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.509 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-21 14:48:31.510 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-21 14:48:31.510 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-21 14:48:31.511 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-21 14:48:31.511 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-21 14:48:31.512 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-21 14:48:31.512 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-21 14:48:31.513 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-21 14:48:31.513 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-21 14:48:31.513 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-21 14:48:31.514 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-21 14:48:31.514 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-21 14:48:31.514 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-21 14:48:31.515 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.515 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-21 14:48:31.515 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.516 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-21 14:48:31.516 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-21 14:48:31.517 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-21 14:48:31.517 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-21 14:48:31.518 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-21 14:48:31.518 | INFO | __main__:print_training_configuration:910 - Update ref model step : 10 +2026-04-21 14:48:31.518 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-21 14:48:31.519 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-21 14:48:31.519 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-21 14:48:31.520 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-21 14:48:31.520 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-21 14:48:31.520 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-21 14:48:31.521 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-21 14:48:31.521 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.522 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-21 14:48:31.522 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.522 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-21 14:48:31.523 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-21 14:48:31.523 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-21 14:48:31.524 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-21 14:48:31.524 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-21 14:48:31.524 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-21 14:48:31.525 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-21 14:48:31.525 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-21 14:48:31.526 | INFO | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-21 14:48:31.526 | INFO | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-21 14:48:31.526 | INFO | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-21 14:48:31.527 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-21 14:48:31.527 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-21 14:48:31.832 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:31.833 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:31.833 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-21 14:48:31.834 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-21 14:48:31.834 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-21 14:48:31.835 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-21 14:48:33.054 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-21 14:48:33.065 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 14:48:33.191 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.191 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:49:39.663 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 14:49:40.444 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:40.445 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 14:50:42.947 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 14:50:43.716 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 14:50:44.423 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 14:50:46.033 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 14:52:51.342 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.927 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 14:52:54.892 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 15:50:30.201 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-21 15:50:30.201 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-21 15:50:32.742 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-21 15:50:32.743 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.743 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-21 15:50:32.744 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-21 15:50:32.745 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-21 15:50:32.745 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-21 15:50:32.745 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-21 15:50:32.746 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.746 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-21 15:50:32.746 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.758 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-21 15:50:32.759 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-21 15:50:32.759 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-21 15:50:32.761 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-21 15:50:32.761 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-21 15:50:32.761 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-21 15:50:32.762 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-21 15:50:32.763 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-21 15:50:32.763 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-21 15:50:32.764 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-21 15:50:32.764 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.764 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-21 15:50:32.765 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.765 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-21 15:50:32.766 | INFO | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-21 15:50:32.766 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-21 15:50:32.766 | INFO | __main__:print_training_configuration:860 - SP size : 2 +2026-04-21 15:50:32.767 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-21 15:50:32.767 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.767 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-21 15:50:32.767 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.768 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-21 15:50:32.768 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-21 15:50:32.769 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-21 15:50:32.769 | INFO | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-21 15:50:32.770 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-21 15:50:32.770 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-21 15:50:32.771 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-21 15:50:32.771 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.772 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-21 15:50:32.772 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.772 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-21 15:50:32.772 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-21 15:50:32.773 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-21 15:50:32.773 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-21 15:50:32.774 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-21 15:50:32.774 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-21 15:50:32.774 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-21 15:50:32.775 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.775 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-21 15:50:32.775 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.776 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-21 15:50:32.776 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-21 15:50:32.777 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-21 15:50:32.777 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-21 15:50:32.778 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-21 15:50:32.778 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-21 15:50:32.778 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-21 15:50:32.779 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-21 15:50:32.779 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-21 15:50:32.779 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-21 15:50:32.780 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-21 15:50:32.780 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-21 15:50:32.780 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-21 15:50:32.781 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.781 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-21 15:50:32.782 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.782 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-21 15:50:32.782 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-21 15:50:32.783 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-21 15:50:32.783 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-21 15:50:32.784 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-21 15:50:32.784 | INFO | __main__:print_training_configuration:910 - Update ref model step : 10 +2026-04-21 15:50:32.785 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-21 15:50:32.785 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-21 15:50:32.786 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-21 15:50:32.786 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-21 15:50:32.786 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-21 15:50:32.787 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-21 15:50:32.787 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-21 15:50:32.787 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.788 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-21 15:50:32.788 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-21 15:50:32.789 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-21 15:50:32.789 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-21 15:50:32.789 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-21 15:50:32.790 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-21 15:50:32.790 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-21 15:50:32.791 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-21 15:50:32.791 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-21 15:50:32.792 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-21 15:50:32.792 | INFO | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-21 15:50:32.792 | INFO | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-21 15:50:32.793 | INFO | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-21 15:50:32.793 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-21 15:50:32.794 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-21 15:50:33.106 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 15:50:33.107 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 15:50:33.107 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-21 15:50:33.108 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-21 15:50:33.108 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-21 15:50:33.109 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-21 15:50:34.529 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-21 15:50:34.539 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 15:50:34.662 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.663 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:51:41.462 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 15:51:42.269 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:42.269 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 15:52:44.313 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 15:52:45.050 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 15:52:45.766 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 15:52:47.513 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 15:54:51.688 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.258 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 15:54:55.172 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-21 16:01:50.683 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 1, train_steps: 40 +2026-04-21 16:01:51.130 | INFO | __main__:_log_precision_diagnostics_once:1372 - [PrecisionDiag] trainable param dtypes: ['torch.float32'] +2026-04-21 16:01:51.130 | INFO | __main__:_log_precision_diagnostics_once:1375 - [PrecisionDiag] Using composable FSDP2 mixed precision (param_dtype=bf16, reduce_dtype=float32). This path does not maintain an explicit FP32 master-weight copy for parameters. +2026-04-21 16:01:51.133 | INFO | __main__:_log_precision_diagnostics_once:1388 - [PrecisionDiag] optimizer tensor-state dtypes: ['torch.float32'] (count=2804) +2026-04-21 16:01:51.134 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 1 train_steps 40 {'step': '1/10000', 'learning_rate': '0.00001000', 'loss': '-2.682e-07', 'grad_norm': '0.01066162', 'KL_weight': '0.00000396', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '257.61416626', 'grpo_loop_time': '418.37072754', 'ref_model_time': '124.14012909', 'approx_kl': '1.479e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '-2.906e-07', 'kl_loss': '0.00863841', 'kl_moving': '0.00863842', 'kl_stepwise': '-1.902e-08', 'gathered_avg_reward_mean': '-1.07328284', 'gathered_avg_reward_std': '0.44008070', 'gathered_videoalign_local_mq_reward_mean': '-0.93518472', 'gathered_videoalign_local_mq_reward_std': '0.22331762', 'gathered_videoalign_local_overall_reward_mean': '-2.16913152', 'gathered_videoalign_local_overall_reward_std': '0.58840650', 'gathered_videoalign_local_ta_reward_mean': '0.02256578', 'gathered_videoalign_local_ta_reward_std': '0.30612063', 'gathered_videoalign_local_vq_reward_mean': '-1.25651264', 'gathered_videoalign_local_vq_reward_std': '0.17318933', 'gathered_ori_avg_reward_mean': '-1.07328284', 'gathered_ori_avg_reward_std': '0.44008070'} +2026-04-21 16:01:51.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:01:51.294 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:01:51.295 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:02:54.542 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1481_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 16:02:55.155 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:02:55.156 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:03:57.266 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_0/index_3698_seed_1482_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 16:03:57.931 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:03:58.070 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 16:03:58.832 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:06:01.982 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.14s (2.05min) +2026-04-21 16:06:02.536 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:12:56.744 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 2, train_steps: 80 +2026-04-21 16:12:57.326 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 2 train_steps 80 {'step': '2/10000', 'learning_rate': '0.00001000', 'loss': '-1.788e-07', 'grad_norm': '0.01083679', 'KL_weight': '0.00000792', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '251.31460571', 'grpo_loop_time': '414.25421143', 'ref_model_time': '123.14079285', 'approx_kl': '1.560e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '-2.813e-07', 'kl_loss': '0.00744735', 'kl_moving': '0.00744735', 'kl_stepwise': '-1.874e-08', 'gathered_avg_reward_mean': '-0.57466680', 'gathered_avg_reward_std': '1.04985189', 'gathered_videoalign_local_mq_reward_mean': '-0.57400572', 'gathered_videoalign_local_mq_reward_std': '0.33090693', 'gathered_videoalign_local_overall_reward_mean': '-1.30037904', 'gathered_videoalign_local_overall_reward_std': '1.27385473', 'gathered_videoalign_local_ta_reward_mean': '0.15104552', 'gathered_videoalign_local_ta_reward_std': '0.84300774', 'gathered_videoalign_local_vq_reward_mean': '-0.87741888', 'gathered_videoalign_local_vq_reward_std': '0.20758396', 'gathered_ori_avg_reward_mean': '-0.57466680', 'gathered_ori_avg_reward_std': '1.04985189'} +2026-04-21 16:12:57.372 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:12:57.462 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:12:57.462 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:14:00.754 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8771_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 16:14:01.503 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:14:01.504 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:15:03.529 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_0/index_8086_seed_8772_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 16:15:04.198 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:15:04.350 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 16:15:05.072 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:17:05.987 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 120.81s (2.01min) +2026-04-21 16:17:06.550 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:24:00.783 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 3, train_steps: 120 +2026-04-21 16:24:01.483 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 3 train_steps 120 {'step': '3/10000', 'learning_rate': '0.00001000', 'loss': '-2.086e-07', 'grad_norm': '0.01063384', 'KL_weight': '0.00000120', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '249.13354492', 'grpo_loop_time': '414.43972778', 'ref_model_time': '120.80517578', 'approx_kl': '1.426e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '-2.682e-07', 'kl_loss': '0.00618454', 'kl_moving': '0.00618454', 'kl_stepwise': '-2.075e-08', 'gathered_avg_reward_mean': '-1.57800758', 'gathered_avg_reward_std': '0.19400825', 'gathered_videoalign_local_mq_reward_mean': '-1.01983666', 'gathered_videoalign_local_mq_reward_std': '0.10223494', 'gathered_videoalign_local_overall_reward_mean': '-2.86369872', 'gathered_videoalign_local_overall_reward_std': '0.25308815', 'gathered_videoalign_local_ta_reward_mean': '-0.29231644', 'gathered_videoalign_local_ta_reward_std': '0.16989647', 'gathered_videoalign_local_vq_reward_mean': '-1.55154562', 'gathered_videoalign_local_vq_reward_std': '0.14786871', 'gathered_ori_avg_reward_mean': '-1.57800758', 'gathered_ori_avg_reward_std': '0.19400822'} +2026-04-21 16:24:01.524 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:24:01.618 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:24:01.618 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:25:04.684 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5648_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 16:25:05.254 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:25:05.255 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:26:07.572 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000003/group_0/index_2282_seed_5649_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 16:26:08.344 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:26:08.500 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 16:26:09.275 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:28:10.850 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.50s (2.03min) +2026-04-21 16:28:11.408 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-21 16:35:05.697 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 4, train_steps: 160 +2026-04-21 16:35:06.210 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 4 train_steps 160 {'step': '4/10000', 'learning_rate': '0.00001000', 'loss': '-9.686e-08', 'grad_norm': '0.00794416', 'KL_weight': '1.000e-07', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '249.84045410', 'grpo_loop_time': '414.29733276', 'ref_model_time': '121.50069427', 'approx_kl': '1.450e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '-9.686e-08', 'kl_loss': '0.00632224', 'kl_moving': '0.00632224', 'kl_stepwise': '-1.881e-08', 'gathered_avg_reward_mean': '-0.67030287', 'gathered_avg_reward_std': '0.92555404', 'gathered_videoalign_local_mq_reward_mean': '-0.70078433', 'gathered_videoalign_local_mq_reward_std': '0.37624747', 'gathered_videoalign_local_overall_reward_mean': '-1.50739539', 'gathered_videoalign_local_overall_reward_std': '1.35916543', 'gathered_videoalign_local_ta_reward_mean': '0.16678962', 'gathered_videoalign_local_ta_reward_std': '0.49920946', 'gathered_videoalign_local_vq_reward_mean': '-0.97340071', 'gathered_videoalign_local_vq_reward_std': '0.53128082', 'gathered_ori_avg_reward_mean': '-0.67030287', 'gathered_ori_avg_reward_std': '0.92555410'} +2026-04-21 16:35:06.253 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 16:35:06.345 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:35:06.346 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:36:09.725 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_0/index_1462_seed_13994_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-21 16:36:10.768 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 16:36:10.769 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-21 16:37:12.957 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000004/group_0/index_1462_seed_13995_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 16:37:13.744 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-21 16:37:13.896 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 16:37:14.715 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-21 16:39:16.189 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 121.46s (2.02min) +2026-04-21 16:39:16.746 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:28:29.335 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 04:28:29.335 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 04:28:34.139 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-22 04:28:34.140 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.140 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-22 04:28:34.140 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-22 04:28:34.141 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-22 04:28:34.142 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-22 04:28:34.142 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-22 04:28:34.142 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.143 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-22 04:28:34.143 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.155 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-22 04:28:34.155 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-22 04:28:34.156 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-22 04:28:34.156 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-22 04:28:34.157 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-22 04:28:34.157 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-22 04:28:34.158 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-22 04:28:34.158 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-22 04:28:34.158 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-22 04:28:34.159 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-22 04:28:34.159 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.159 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-22 04:28:34.160 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.160 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-22 04:28:34.160 | INFO | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-22 04:28:34.161 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-22 04:28:34.161 | INFO | __main__:print_training_configuration:860 - SP size : 2 +2026-04-22 04:28:34.161 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-22 04:28:34.161 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.162 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-22 04:28:34.162 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.163 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-22 04:28:34.163 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-22 04:28:34.163 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-22 04:28:34.164 | INFO | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-22 04:28:34.164 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-22 04:28:34.165 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-22 04:28:34.165 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-22 04:28:34.165 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.166 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-22 04:28:34.166 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.166 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-22 04:28:34.167 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-22 04:28:34.167 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-22 04:28:34.168 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-22 04:28:34.168 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-22 04:28:34.168 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-22 04:28:34.169 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-22 04:28:34.169 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.169 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-22 04:28:34.170 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.170 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-22 04:28:34.171 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-22 04:28:34.171 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-22 04:28:34.171 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-22 04:28:34.171 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-22 04:28:34.172 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-22 04:28:34.172 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-22 04:28:34.173 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-22 04:28:34.173 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-22 04:28:34.174 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-22 04:28:34.174 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-22 04:28:34.174 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-22 04:28:34.175 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-22 04:28:34.175 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.176 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-22 04:28:34.176 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.176 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-22 04:28:34.177 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-22 04:28:34.177 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:910 - Update ref model step : 10 +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-22 04:28:34.178 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-22 04:28:34.179 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-22 04:28:34.180 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-22 04:28:34.180 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-22 04:28:34.180 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-22 04:28:34.180 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-22 04:28:34.181 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.181 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-22 04:28:34.182 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-22 04:28:34.182 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-22 04:28:34.183 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-22 04:28:34.183 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-22 04:28:34.184 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-22 04:28:34.184 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-22 04:28:34.184 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-22 04:28:34.185 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-22 04:28:34.185 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-22 04:28:34.185 | INFO | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-22 04:28:34.186 | INFO | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-22 04:28:34.186 | INFO | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-22 04:28:34.187 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-22 04:28:34.187 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-22 04:28:34.497 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 04:28:34.498 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 04:28:34.499 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-22 04:28:34.499 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-22 04:28:34.500 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-22 04:28:34.500 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-22 04:28:35.784 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-22 04:28:35.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-22 04:28:35.922 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.923 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:29:42.397 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 04:29:43.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:43.172 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 04:30:45.697 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-22 04:30:46.458 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 04:30:47.202 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-22 04:30:48.875 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 04:32:52.399 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:52.974 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 04:32:55.902 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:25:56.540 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:25:56.540 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:25:59.319 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-22 15:25:59.320 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.320 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-22 15:25:59.321 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-22 15:25:59.321 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-22 15:25:59.322 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-22 15:25:59.322 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-22 15:25:59.323 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.323 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-22 15:25:59.324 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.335 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-22 15:25:59.336 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-22 15:25:59.336 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-22 15:25:59.337 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-22 15:25:59.337 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-22 15:25:59.337 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-22 15:25:59.338 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-22 15:25:59.338 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-22 15:25:59.339 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-22 15:25:59.339 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-22 15:25:59.340 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.340 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-22 15:25:59.341 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.341 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-22 15:25:59.342 | INFO | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-22 15:25:59.342 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-22 15:25:59.343 | INFO | __main__:print_training_configuration:860 - SP size : 2 +2026-04-22 15:25:59.343 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-22 15:25:59.343 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.344 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-22 15:25:59.344 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.345 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-22 15:25:59.345 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-22 15:25:59.345 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-22 15:25:59.346 | INFO | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-22 15:25:59.347 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-22 15:25:59.347 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-22 15:25:59.347 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-22 15:25:59.348 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.348 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-22 15:25:59.349 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.349 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-22 15:25:59.350 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-22 15:25:59.350 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-22 15:25:59.351 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-22 15:25:59.351 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-22 15:25:59.352 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-22 15:25:59.352 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-22 15:25:59.353 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.353 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-22 15:25:59.354 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.354 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-22 15:25:59.354 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-22 15:25:59.354 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-22 15:25:59.355 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-22 15:25:59.355 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-22 15:25:59.356 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-22 15:25:59.356 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-22 15:25:59.357 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-22 15:25:59.357 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-22 15:25:59.357 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-22 15:25:59.358 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-22 15:25:59.358 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-22 15:25:59.358 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-22 15:25:59.358 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.359 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-22 15:25:59.360 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.360 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-22 15:25:59.360 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-22 15:25:59.361 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-22 15:25:59.361 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-22 15:25:59.362 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-22 15:25:59.362 | INFO | __main__:print_training_configuration:910 - Update ref model step : 1 +2026-04-22 15:25:59.363 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-22 15:25:59.363 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-22 15:25:59.364 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-22 15:25:59.364 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-22 15:25:59.364 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-22 15:25:59.365 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-22 15:25:59.365 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-22 15:25:59.365 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.366 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-22 15:25:59.366 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-22 15:25:59.367 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-22 15:25:59.367 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-22 15:25:59.367 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-22 15:25:59.368 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-22 15:25:59.368 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-22 15:25:59.369 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-22 15:25:59.369 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-22 15:25:59.370 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-22 15:25:59.370 | INFO | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-22 15:25:59.370 | INFO | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-22 15:25:59.371 | INFO | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-22 15:25:59.371 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-22 15:25:59.372 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-22 15:25:59.693 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-22 15:25:59.694 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:25:59.695 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-22 15:25:59.695 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-22 15:25:59.696 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-22 15:25:59.696 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-22 15:26:01.042 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-22 15:26:01.092 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-22 15:26:01.210 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.211 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:27:09.193 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 15:27:10.000 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:10.001 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:28:12.089 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-22 15:28:12.910 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:28:13.598 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-22 15:28:15.225 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:30:18.905 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.500 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:30:22.390 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 15:52:10.303 | INFO | __main__:__init__:806 - [RewardDebug] reward_weights(raw): {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0} +2026-04-22 15:52:10.304 | INFO | __main__:__init__:807 - [RewardDebug] reward_config(effective): {'models': {'videoalign_local': {'weight': 1.0, 'sub_reward': {'VQ': 0.5, 'MQ': 0.5, 'TA': 1.0}}}, 'reward_checkpoint_mode': 'v3'} +2026-04-22 15:52:10.305 | INFO | __main__:print_training_configuration:830 - SYSTEM & HARDWARE CONFIGURATION +2026-04-22 15:52:10.306 | INFO | __main__:print_training_configuration:831 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.306 | INFO | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-22 15:52:10.306 | INFO | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-22 15:52:10.307 | INFO | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-22 15:52:10.307 | INFO | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-22 15:52:10.307 | INFO | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-22 15:52:10.307 | INFO | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.308 | INFO | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-22 15:52:10.308 | INFO | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.320 | INFO | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-22 15:52:10.320 | INFO | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-22 15:52:10.320 | INFO | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-22 15:52:10.320 | INFO | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-22 15:52:10.321 | INFO | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-22 15:52:10.321 | INFO | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-22 15:52:10.321 | INFO | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-22 15:52:10.321 | INFO | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-22 15:52:10.322 | INFO | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-22 15:52:10.322 | INFO | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-22 15:52:10.322 | INFO | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.322 | INFO | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-22 15:52:10.323 | INFO | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.323 | INFO | __main__:print_training_configuration:857 - World size : 8 +2026-04-22 15:52:10.323 | INFO | __main__:print_training_configuration:858 - DP degree : 8 +2026-04-22 15:52:10.323 | INFO | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-22 15:52:10.324 | INFO | __main__:print_training_configuration:860 - SP size : 1 +2026-04-22 15:52:10.324 | INFO | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-22 15:52:10.324 | INFO | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.324 | INFO | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-22 15:52:10.325 | INFO | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.325 | INFO | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-22 15:52:10.325 | INFO | __main__:print_training_configuration:867 - DP degree batch size : 16 +2026-04-22 15:52:10.325 | INFO | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-22 15:52:10.326 | INFO | __main__:print_training_configuration:869 - Num generations : 1 +2026-04-22 15:52:10.326 | INFO | __main__:print_training_configuration:870 - Use same noise : False +2026-04-22 15:52:10.326 | INFO | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-22 15:52:10.326 | INFO | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-22 15:52:10.327 | INFO | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.327 | INFO | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-22 15:52:10.327 | INFO | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.327 | INFO | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-22 15:52:10.328 | INFO | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-22 15:52:10.328 | INFO | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-22 15:52:10.328 | INFO | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-22 15:52:10.328 | INFO | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-22 15:52:10.329 | INFO | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-22 15:52:10.329 | INFO | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-22 15:52:10.329 | INFO | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.329 | INFO | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-22 15:52:10.330 | INFO | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.330 | INFO | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-22 15:52:10.330 | INFO | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-22 15:52:10.330 | INFO | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-22 15:52:10.331 | INFO | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-22 15:52:10.331 | INFO | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-22 15:52:10.331 | INFO | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-22 15:52:10.331 | INFO | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-22 15:52:10.332 | INFO | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-22 15:52:10.332 | INFO | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-22 15:52:10.332 | INFO | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-22 15:52:10.332 | INFO | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-22 15:52:10.333 | INFO | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-22 15:52:10.333 | INFO | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-22 15:52:10.333 | INFO | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.333 | INFO | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-22 15:52:10.334 | INFO | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.334 | INFO | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-22 15:52:10.334 | INFO | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-22 15:52:10.334 | INFO | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-22 15:52:10.335 | INFO | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-22 15:52:10.335 | INFO | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-22 15:52:10.335 | INFO | __main__:print_training_configuration:910 - Update ref model step : 1 +2026-04-22 15:52:10.336 | INFO | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-22 15:52:10.336 | INFO | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-22 15:52:10.336 | INFO | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-22 15:52:10.336 | INFO | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-22 15:52:10.337 | INFO | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-22 15:52:10.337 | INFO | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-22 15:52:10.337 | INFO | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-22 15:52:10.337 | INFO | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.338 | INFO | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-22 15:52:10.338 | INFO | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-22 15:52:10.338 | INFO | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-22 15:52:10.338 | INFO | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-22 15:52:10.339 | INFO | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-22 15:52:10.339 | INFO | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-22 15:52:10.339 | INFO | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-22 15:52:10.339 | INFO | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-22 15:52:10.340 | INFO | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-22 15:52:10.340 | INFO | __main__:print_training_configuration:929 - Seed : 42 +2026-04-22 15:52:10.340 | INFO | __main__:print_training_configuration:930 - WandB enabled : False +2026-04-22 15:52:10.340 | INFO | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=1, dp_size=8, dp_rank=0, sp_rank=0, batch_size=2, num_generations=1, grad_accum=1 +2026-04-22 15:52:10.341 | INFO | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=8, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, product=16 +2026-04-22 15:52:10.713 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1157 - [Config Validation] video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2 +2026-04-22 15:52:10.714 | INFO | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-22 15:52:10.714 | INFO | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-22 15:52:10.715 | INFO | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-22 15:52:10.715 | INFO | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-22 15:52:10.715 | INFO | __main__:_train_grpo:1754 - Learning rate: 1e-05 +2026-04-22 15:52:12.506 | INFO | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-22 15:52:12.795 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=0, rank_in_group=0 +2026-04-22 15:52:12.907 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:52:12.908 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:53:42.061 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 15:53:42.897 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:53:42.897 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 15:55:09.939 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_1/index_8214_seed_1872_dp_0_rank_0_sample_0_slot_1.mp4 +2026-04-22 15:55:10.706 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 15:55:10.712 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 0 +2026-04-22 15:55:10.717 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 1 +2026-04-22 15:55:11.976 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 15:58:06.609 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 174.63s (2.91min) +2026-04-22 15:58:07.162 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 15:58:11.222 | INFO | hyvideo.utils.grpo_utils:train_one_step:1545 - Rank 0, sp_rank 0: init adaptive KL controller (init=1.000e-07, min=1.000e-07, max=1.000e-05) +2026-04-22 16:08:53.593 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 1, train_steps: 40 +2026-04-22 16:08:53.984 | INFO | __main__:_log_precision_diagnostics_once:1372 - [PrecisionDiag] trainable param dtypes: ['torch.float32'] +2026-04-22 16:08:53.985 | INFO | __main__:_log_precision_diagnostics_once:1375 - [PrecisionDiag] Using composable FSDP2 mixed precision (param_dtype=bf16, reduce_dtype=float32). This path does not maintain an explicit FP32 master-weight copy for parameters. +2026-04-22 16:08:53.987 | INFO | __main__:_log_precision_diagnostics_once:1388 - [PrecisionDiag] optimizer tensor-state dtypes: ['torch.float32'] (count=2804) +2026-04-22 16:08:53.988 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 1 train_steps 40 {'step': '1/10000', 'learning_rate': '0.00001000', 'loss': '1.425e-08', 'grad_norm': '3.688e-07', 'KL_weight': '0.00000396', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '354.27218628', 'grpo_loop_time': '646.50683594', 'ref_model_time': '174.63209534', 'approx_kl': '1.497e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '0.00000000', 'kl_loss': '0.00712395', 'kl_moving': '0.00712396', 'kl_stepwise': '-2.105e-08', 'gathered_avg_reward_mean': '-0.95339620', 'gathered_avg_reward_std': '0.69877505', 'gathered_videoalign_local_mq_reward_mean': '-0.77515584', 'gathered_videoalign_local_mq_reward_std': '0.25760680', 'gathered_videoalign_local_overall_reward_mean': '-1.94635177', 'gathered_videoalign_local_overall_reward_std': '0.87107003', 'gathered_videoalign_local_ta_reward_mean': '0.03955926', 'gathered_videoalign_local_ta_reward_std': '0.56261855', 'gathered_videoalign_local_vq_reward_mean': '-1.21075511', 'gathered_videoalign_local_vq_reward_std': '0.23360021', 'gathered_ori_avg_reward_mean': '-0.95339626', 'gathered_ori_avg_reward_std': '0.69877505'} +2026-04-22 16:09:26.196 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=1 (missing=0, unexpected=0) +2026-04-22 16:09:30.578 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=0, rank_in_group=0 +2026-04-22 16:09:30.662 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:09:30.663 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:10:59.861 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_0/index_6771_seed_33047_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 16:11:00.527 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:11:00.528 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:12:27.762 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000001/group_1/index_3217_seed_28160_dp_0_rank_0_sample_0_slot_1.mp4 +2026-04-22 16:12:28.621 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:12:28.626 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 0 +2026-04-22 16:12:28.629 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 1 +2026-04-22 16:12:29.436 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +2026-04-22 16:15:21.091 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 171.61s (2.86min) +2026-04-22 16:15:21.627 | INFO | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +2026-04-22 16:27:07.140 | INFO | hyvideo.utils.grpo_utils:train_one_step:1774 - Rank 0, sp_rank 0: update step: 2, train_steps: 80 +2026-04-22 16:27:07.557 | INFO | __main__:_log_progress_step:1734 - Training Progress: update_steps 2 train_steps 80 {'step': '2/10000', 'learning_rate': '0.00001000', 'loss': '4.378e-08', 'grad_norm': '0.00000142', 'KL_weight': '0.00000792', 'param_delta_mean': '0.00000000', 'param_delta_max': '0.00000000', 'rollout_time': '351.02148438', 'grpo_loop_time': '705.48779297', 'ref_model_time': '171.60736084', 'approx_kl': '1.522e-15', 'clipfrac': '0.00000000', 'clipfrac_gt_one': '0.00000000', 'clipfrac_lt_one': '0.00000000', 'policy_loss': '0.00000000', 'kl_loss': '0.00720933', 'kl_moving': '0.00720933', 'kl_stepwise': '-2.007e-08', 'gathered_avg_reward_mean': '-1.10273480', 'gathered_avg_reward_std': '0.74919885', 'gathered_videoalign_local_mq_reward_mean': '-0.93683374', 'gathered_videoalign_local_mq_reward_std': '0.21332532', 'gathered_videoalign_local_overall_reward_mean': '-2.19450641', 'gathered_videoalign_local_overall_reward_std': '0.88613653', 'gathered_videoalign_local_ta_reward_mean': '-0.01096334', 'gathered_videoalign_local_ta_reward_std': '0.67627674', 'gathered_videoalign_local_vq_reward_mean': '-1.24670935', 'gathered_videoalign_local_vq_reward_std': '0.34652811', 'gathered_ori_avg_reward_mean': '-1.10273480', 'gathered_ori_avg_reward_std': '0.74919885'} +2026-04-22 16:27:39.176 | INFO | __main__:maybe_update_ref_model_for_kl:685 - [Moving KL] Updated ref_model at update_step=2 (missing=0, unexpected=0) +2026-04-22 16:27:40.846 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=1, ranks_per_group=1, num_groups_per_rank=2, group_idx=0, rank_in_group=0 +2026-04-22 16:27:40.929 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:27:40.929 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:29:09.858 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_0/index_5387_seed_9522_dp_0_rank_0_sample_0_slot_0.mp4 +2026-04-22 16:29:10.494 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 16:29:10.494 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +2026-04-22 16:30:38.036 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000002/group_1/index_8238_seed_31698_dp_0_rank_0_sample_0_slot_1.mp4 +2026-04-22 16:30:38.623 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +2026-04-22 16:30:38.628 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 0 +2026-04-22 16:30:38.632 | INFO | hyvideo.utils.grpo_utils:gather_and_process_rewards:356 - [GatherRewards] Rank 0 saved 1 entries for group 1 +2026-04-22 16:30:39.474 | INFO | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... diff --git 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-------------------------------------------------------------------------------- +2026-04-21 14:48:31.475 | INFO  | __main__:print_training_configuration:832 - Number of GPUs : 8 +2026-04-21 14:48:31.475 | INFO  | __main__:print_training_configuration:833 - Local rank : 0 +2026-04-21 14:48:31.476 | INFO  | __main__:print_training_configuration:834 - Global rank : 0 +2026-04-21 14:48:31.476 | INFO  | __main__:print_training_configuration:835 - Device : cuda:0 +2026-04-21 14:48:31.477 | INFO  | __main__:print_training_configuration:836 - Master weight dtype : torch.float32 +2026-04-21 14:48:31.477 | INFO  | __main__:print_training_configuration:838 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.478 | INFO  | __main__:print_training_configuration:839 - MODEL PARAMETERS & ARCHITECTURE +2026-04-21 14:48:31.478 | INFO  | __main__:print_training_configuration:840 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.491 | INFO  | __main__:print_training_configuration:843 - Number of total : 8,326,608,160 +2026-04-21 14:48:31.491 | INFO  | __main__:print_training_configuration:844 - Total trainable parameters : 8,326,608,160 +2026-04-21 14:48:31.492 | INFO  | __main__:print_training_configuration:845 - DIT model root : ./ckpts +2026-04-21 14:48:31.493 | INFO  | __main__:print_training_configuration:846 - Transformer version : 480p_t2v +2026-04-21 14:48:31.493 | INFO  | __main__:print_training_configuration:847 - Attention mode : flash +2026-04-21 14:48:31.493 | INFO  | __main__:print_training_configuration:848 - Gradient checkpointing : True +2026-04-21 14:48:31.494 | INFO  | __main__:print_training_configuration:849 - FSDP enabled : True +2026-04-21 14:48:31.494 | INFO  | __main__:print_training_configuration:850 - LoRA enabled : False +2026-04-21 14:48:31.495 | INFO  | __main__:print_training_configuration:851 - Glyph byT5 v2 : True +2026-04-21 14:48:31.495 | INFO  | __main__:print_training_configuration:852 - ByT5 max length : 256 +2026-04-21 14:48:31.496 | INFO  | __main__:print_training_configuration:854 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.496 | INFO  | __main__:print_training_configuration:855 - DISTRIBUTED TRAINING CONFIGURATION +2026-04-21 14:48:31.497 | INFO  | __main__:print_training_configuration:856 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.497 | INFO  | __main__:print_training_configuration:857 - World size : 8 +2026-04-21 14:48:31.497 | INFO  | __main__:print_training_configuration:858 - DP degree : 4 +2026-04-21 14:48:31.498 | INFO  | __main__:print_training_configuration:859 - DP rank : 0 +2026-04-21 14:48:31.498 | INFO  | __main__:print_training_configuration:860 - SP size : 2 +2026-04-21 14:48:31.499 | INFO  | __main__:print_training_configuration:861 - SP rank : 0 +2026-04-21 14:48:31.499 | INFO  | __main__:print_training_configuration:863 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.500 | INFO  | __main__:print_training_configuration:864 - BATCH SIZE & DATA FLOW CONFIGURATION +2026-04-21 14:48:31.500 | INFO  | __main__:print_training_configuration:865 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.501 | INFO  | __main__:print_training_configuration:866 - Per GPU batch size : 2 +2026-04-21 14:48:31.501 | INFO  | __main__:print_training_configuration:867 - DP degree batch size : 8 +2026-04-21 14:48:31.502 | INFO  | __main__:print_training_configuration:868 - Gradient accumulation steps : 1 +2026-04-21 14:48:31.502 | INFO  | __main__:print_training_configuration:869 - Num generations : 4 +2026-04-21 14:48:31.502 | INFO  | __main__:print_training_configuration:870 - Use same noise : False +2026-04-21 14:48:31.503 | INFO  | __main__:print_training_configuration:871 - Num workers : 4 +2026-04-21 14:48:31.503 | INFO  | __main__:print_training_configuration:872 - Prefetch factor : 2 +2026-04-21 14:48:31.504 | INFO  | __main__:print_training_configuration:874 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.504 | INFO  | __main__:print_training_configuration:875 - OPTIMIZATION CONFIGURATION +2026-04-21 14:48:31.504 | INFO  | __main__:print_training_configuration:876 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.505 | INFO  | __main__:print_training_configuration:877 - Optimizer : muon +2026-04-21 14:48:31.505 | INFO  | __main__:print_training_configuration:878 - Learning rate : 1e-05 +2026-04-21 14:48:31.506 | INFO  | __main__:print_training_configuration:879 - Weight decay : 0.01 +2026-04-21 14:48:31.506 | INFO  | __main__:print_training_configuration:880 - Max gradient norm : 1.0 +2026-04-21 14:48:31.507 | INFO  | __main__:print_training_configuration:881 - LR scheduler : constant +2026-04-21 14:48:31.507 | INFO  | __main__:print_training_configuration:882 - Warmup steps : 500 +2026-04-21 14:48:31.508 | INFO  | __main__:print_training_configuration:883 - Max training steps : 10000 +2026-04-21 14:48:31.508 | INFO  | __main__:print_training_configuration:885 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.509 | INFO  | __main__:print_training_configuration:886 - INFERENCE & VALIDATION CONFIGURATION +2026-04-21 14:48:31.509 | INFO  | __main__:print_training_configuration:887 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.509 | INFO  | __main__:print_training_configuration:888 - Validation interval : 100 +2026-04-21 14:48:31.510 | INFO  | __main__:print_training_configuration:889 - Validate at step 0 : False +2026-04-21 14:48:31.510 | INFO  | __main__:print_training_configuration:890 - Validation video length : 121 +2026-04-21 14:48:31.511 | INFO  | __main__:print_training_configuration:891 - Validation global seed : 930 +2026-04-21 14:48:31.511 | INFO  | __main__:print_training_configuration:892 - Validation inference steps : 40 +2026-04-21 14:48:31.512 | INFO  | __main__:print_training_configuration:893 - Validation aspect ratio : 16:9 +2026-04-21 14:48:31.512 | INFO  | __main__:print_training_configuration:894 - Validation fixed size : 480x864 +2026-04-21 14:48:31.513 | INFO  | __main__:print_training_configuration:895 - Validation prompt rewrite : False +2026-04-21 14:48:31.513 | INFO  | __main__:print_training_configuration:896 - Validation flow shift : 5.0 +2026-04-21 14:48:31.513 | INFO  | __main__:print_training_configuration:897 - Sampling CFG scale : 6.0 +2026-04-21 14:48:31.514 | INFO  | __main__:print_training_configuration:898 - Sampling eta : 0.5 +2026-04-21 14:48:31.514 | INFO  | __main__:print_training_configuration:899 - Sampling steps (GRPO rollout) : 20 +2026-04-21 14:48:31.514 | INFO  | __main__:print_training_configuration:900 - SDE type : sage_grpo +2026-04-21 14:48:31.515 | INFO  | __main__:print_training_configuration:902 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.515 | INFO  | __main__:print_training_configuration:903 - GRPO & KL CONFIGURATION +2026-04-21 14:48:31.515 | INFO  | __main__:print_training_configuration:904 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.516 | INFO  | __main__:print_training_configuration:905 - Reward model : videoalign_local +2026-04-21 14:48:31.516 | INFO  | __main__:print_training_configuration:906 - Reward checkpoint mode : v3 +2026-04-21 14:48:31.517 | INFO  | __main__:print_training_configuration:907 - KL weight : 1e-05 +2026-04-21 14:48:31.517 | INFO  | __main__:print_training_configuration:908 - KL coef : 1e-07 +2026-04-21 14:48:31.518 | INFO  | __main__:print_training_configuration:909 - Use moving KL : True +2026-04-21 14:48:31.518 | INFO  | __main__:print_training_configuration:910 - Update ref model step : 10 +2026-04-21 14:48:31.518 | INFO  | __main__:print_training_configuration:911 - Use dual KL : True +2026-04-21 14:48:31.519 | INFO  | __main__:print_training_configuration:912 - Dual KL moving weight : 1.0 +2026-04-21 14:48:31.519 | INFO  | __main__:print_training_configuration:913 - Dual KL step weight : 0.1 +2026-04-21 14:48:31.520 | INFO  | __main__:print_training_configuration:914 - KL compute mode : rollout_phase +2026-04-21 14:48:31.520 | INFO  | __main__:print_training_configuration:915 - Use grad balancing : True +2026-04-21 14:48:31.520 | INFO  | __main__:print_training_configuration:916 - Enable timestep permutation : True +2026-04-21 14:48:31.521 | INFO  | __main__:print_training_configuration:917 - Reference mode offload : True +2026-04-21 14:48:31.521 | INFO  | __main__:print_training_configuration:919 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.522 | INFO  | __main__:print_training_configuration:920 - LOGGING & CHECKPOINTING CONFIGURATION +2026-04-21 14:48:31.522 | INFO  | __main__:print_training_configuration:921 - -------------------------------------------------------------------------------- +2026-04-21 14:48:31.522 | INFO  | __main__:print_training_configuration:922 - Output directory : ./outputs/debug +2026-04-21 14:48:31.523 | INFO  | __main__:print_training_configuration:923 - Checkpoints directory : s3://snap-genvid-us-east-2/ywang29/checkpoints_large_model/debug/debug +2026-04-21 14:48:31.523 | INFO  | __main__:print_training_configuration:924 - Checkpoint interval : 100 +2026-04-21 14:48:31.524 | INFO  | __main__:print_training_configuration:925 - Log interval : 1 +2026-04-21 14:48:31.524 | INFO  | __main__:print_training_configuration:926 - Resume checkpoint : None +2026-04-21 14:48:31.524 | INFO  | __main__:print_training_configuration:927 - Train CSV : assets/demo_train.csv +2026-04-21 14:48:31.525 | INFO  | __main__:print_training_configuration:928 - Valid CSV : assets/demo_sample.csv +2026-04-21 14:48:31.525 | INFO  | __main__:print_training_configuration:929 - Seed : 42 +2026-04-21 14:48:31.526 | INFO  | __main__:print_training_configuration:930 - WandB enabled : True +2026-04-21 14:48:31.526 | INFO  | __main__:print_training_configuration:932 - WandB project : SAGE-GRPO +2026-04-21 14:48:31.526 | INFO  | __main__:print_training_configuration:933 - WandB run name : debug +2026-04-21 14:48:31.527 | INFO  | __main__:__init__:818 - [Effective Config] world_size=8, rank=0, local_rank=0, sp_size=2, dp_size=4, dp_rank=0, sp_rank=0, batch_size=2, num_generations=4, grad_accum=1 +2026-04-21 14:48:31.527 | INFO  | __main__:_build_video_dataset:1675 - [Effective GRPO Grouping] video_batch_size=2, dp_replicas=4, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, product=8 +2026-04-21 14:48:31.832 | INFO  | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1171 - [Config Validation] video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1 +2026-04-21 14:48:31.833 | INFO  | hyvideo.pipelines.hunyuan_video_grpo_pipeline:get_post_train_video_dataloader:1198 - Dataloader init done +2026-04-21 14:48:31.833 | INFO  | __main__:_train_grpo:1751 - Starting GRPO training... +2026-04-21 14:48:31.834 | INFO  | __main__:_train_grpo:1752 - Max steps: 10000 +2026-04-21 14:48:31.834 | INFO  | __main__:_train_grpo:1753 - Batch size: 2 +2026-04-21 14:48:31.835 | INFO  | __main__:_train_grpo:1754 - Learning rate: 1e-05 +Iterator of DistributedSamplerWithStartIndex created. +2026-04-21 14:48:33.054 | INFO  | __main__:_train_grpo:1780 - [FLAG] post_train train path -> train_one_step +2026-04-21 14:48:33.065 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 14:48:33.191 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:48:33.191 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +20it [00:57, 2.88s/it]███████████████████████████████████████████████████████████| 20/20 [00:57<00:00, 2.77s/it] +100%|█████████████████████████████████████████████████████████████████████████████| 20/20 [00:57<00:00, 2.88s/it] +2026-04-21 14:49:39.663 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +qwen-vl-utils using torchvision to read video. +/usr/local/lib/python3.12/site-packages/torchvision/io/_video_deprecation_warning.py:9: UserWarning: The video decoding and encoding capabilities of torchvision are deprecated from version 0.22 and will be removed in version 0.24. We recommend that you migrate to TorchCodec, where we'll consolidate the future decoding/encoding capabilities of PyTorch: https://github.com/pytorch/torchcodec + warnings.warn( +2026-04-21 14:49:40.444 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 14:49:40.445 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +20it [00:55, 2.78s/it]███████████████████████████████████████████████████████████| 20/20 [00:55<00:00, 2.76s/it] +100%|█████████████████████████████████████████████████████████████████████████████| 20/20 [00:55<00:00, 2.78s/it] +2026-04-21 14:50:42.947 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 14:50:43.716 | INFO  | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +/usr/local/lib/python3.12/site-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning. + return func(*args, **kwargs) +2026-04-21 14:50:44.423 | INFO  | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 14:50:46.033 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +Processing reference model mini-batches: 100%|██████████████████████████████████████| 2/2 [01:44<00:00, 52.46s/it] +2026-04-21 14:52:51.342 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 125.30s (2.09min) +2026-04-21 14:52:51.927 | INFO  | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +Global Step 0: training: 0%| | 0/2 [00:00 train_one_step +2026-04-21 15:50:34.539 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-21 15:50:34.662 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:50:34.663 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +20it [00:57, 2.88s/it]███| 20/20 [00:57<00:00, 2.78s/it] +100%|█████████████████████| 20/20 [00:57<00:00, 2.88s/it] +2026-04-21 15:51:41.462 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +qwen-vl-utils using torchvision to read video. +/usr/local/lib/python3.12/site-packages/torchvision/io/_video_deprecation_warning.py:9: UserWarning: The video decoding and encoding capabilities of torchvision are deprecated from version 0.22 and will be removed in version 0.24. We recommend that you migrate to TorchCodec, where we'll consolidate the future decoding/encoding capabilities of PyTorch: https://github.com/pytorch/torchcodec + warnings.warn( +2026-04-21 15:51:42.269 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-21 15:51:42.269 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +20it [00:55, 2.76s/it]███| 20/20 [00:55<00:00, 2.76s/it] +100%|█████████████████████| 20/20 [00:55<00:00, 2.76s/it] +2026-04-21 15:52:44.313 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-21 15:52:45.050 | INFO  | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +/usr/local/lib/python3.12/site-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning. + return func(*args, **kwargs) +2026-04-21 15:52:45.766 | INFO  | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-21 15:52:47.513 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +Processing reference model mini-batches: 100%|█| 2/2 [01:4 +2026-04-21 15:54:51.688 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 124.14s (2.07min) +2026-04-21 15:54:52.258 | INFO  | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +Global Step 0: training: 0%| | 0/2 [00:00 train_one_step +2026-04-22 04:28:35.795 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-22 04:28:35.922 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:28:35.923 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +20it [00:57, 2.88s/it]█████████████████████| 20/20 [00:57<00:00, 2.77s/it] +100%|███████████████████████████████████████| 20/20 [00:57<00:00, 2.88s/it] +2026-04-22 04:29:42.397 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +qwen-vl-utils using torchvision to read video. +/usr/local/lib/python3.12/site-packages/torchvision/io/_video_deprecation_warning.py:9: UserWarning: The video decoding and encoding capabilities of torchvision are deprecated from version 0.22 and will be removed in version 0.24. We recommend that you migrate to TorchCodec, where we'll consolidate the future decoding/encoding capabilities of PyTorch: https://github.com/pytorch/torchcodec + warnings.warn( +2026-04-22 04:29:43.172 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 04:29:43.172 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +20it [00:55, 2.78s/it]█████████████████████| 20/20 [00:55<00:00, 2.77s/it] +100%|███████████████████████████████████████| 20/20 [00:55<00:00, 2.78s/it] +2026-04-22 04:30:45.697 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-22 04:30:46.458 | INFO  | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +/usr/local/lib/python3.12/site-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning. + return func(*args, **kwargs) +2026-04-22 04:30:47.202 | INFO  | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-22 04:30:48.875 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +Processing reference model mini-batches: 100%|█| 2/2 [01:44<00:00, 52.26s/it +2026-04-22 04:32:52.399 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.52s (2.06min) +2026-04-22 04:32:52.974 | INFO  | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +Global Step 0: training: 0%| | 0/2 [00:00 train_one_step +2026-04-22 15:26:01.092 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:493 - [ParallelGroups] Rank 0, dp_rank 0: video_batch_size=2, num_generations=4, ranks_per_group=2, num_groups_per_rank=1, group_idx=0, rank_in_group=0 +2026-04-22 15:26:01.210 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 1/2 (samples 1-1/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:26:01.211 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +20it [00:57, 2.88s/it]████████████████████████████████████████████| 20/20 [00:57<00:00, 2.76s/it] +100%|██████████████████████████████████████████████████████████████| 20/20 [00:57<00:00, 2.88s/it] +2026-04-22 15:27:09.193 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28576_dp_0_rank_0_sample_0_slot_0.mp4 +qwen-vl-utils using torchvision to read video. +/usr/local/lib/python3.12/site-packages/torchvision/io/_video_deprecation_warning.py:9: UserWarning: The video decoding and encoding capabilities of torchvision are deprecated from version 0.22 and will be removed in version 0.24. We recommend that you migrate to TorchCodec, where we'll consolidate the future decoding/encoding capabilities of PyTorch: https://github.com/pytorch/torchcodec + warnings.warn( +2026-04-22 15:27:10.000 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:621 - Rank 0 generating batch 2/2 (samples 2-2/2), eta: 0.5, batch_size: 1, 81x352x624, flow_shift: 5.0, infer_steps: 20 +2026-04-22 15:27:10.001 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:646 - Rank 0 using 'all' strategy (no mixgrpo): determistic=False for all timesteps +20it [00:55, 2.77s/it]█████████████████| 20/20 [00:55<00:00, 2.75s/it] +100%|███████████████████████████████████| 20/20 [00:55<00:00, 2.77s/it] +2026-04-22 15:28:12.089 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:748 - Rank 0: Saved video 1/1 to ./outputs/debug/rl_samples/0000000/group_0/index_7542_seed_28577_dp_0_rank_0_sample_1_slot_1.mp4 +2026-04-22 15:28:12.910 | INFO  | hyvideo.utils.grpo_utils:gather_and_process_rewards:268 - [GatherRewards] Rank 0: Using local metric names without global sync: ['avg', 'videoalign_local_mq', 'videoalign_local_overall', 'videoalign_local_ta', 'videoalign_local_vq'] +/usr/local/lib/python3.12/site-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning. + return func(*args, **kwargs) +2026-04-22 15:28:13.598 | INFO  | hyvideo.utils.grpo_utils:gather_and_process_rewards:336 - [GatherRewards] Rank 0 saved 4 entries for group 0 +2026-04-22 15:28:15.225 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:847 - Rank 0: Pre-computing Reference Model statistics (Batch-wise)... +Processing reference model mini-batches: 100%|██████████████████████████████| 2/2 [01:44<00:00, 52.16s/it] +2026-04-22 15:30:18.905 | INFO  | hyvideo.utils.grpo_utils:prepare_samples_online:990 - Rank 0: Reference stats computed (Batched). Shape: torch.Size([2, 20, 32, 21, 22, 39]), Time: 123.68s (2.06min) +2026-04-22 15:30:19.500 | INFO  | hyvideo.utils.grpo_utils:train_one_step:1433 - [All Timesteps] Training on timesteps: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19] +Global Step 0: training: 0%| | 0/2 [00:00 + main() + File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/post_train.py", line 2333, in main + trainer._train_grpo(dataloader) + File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/post_train.py", line 1800, in _train_grpo + metrics = grpo_train_one_step( + ^^^^^^^^^^^^^^^^^^^^ + File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/hyvideo/utils/grpo_utils.py", line 1747, in train_one_step + optimizer.step() + File "/usr/local/lib/python3.12/site-packages/torch/optim/lr_scheduler.py", line 166, in wrapper + return func.__get__(opt, opt.__class__)(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/optim/optimizer.py", line 526, in wrapper + out = func(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^ + File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/hyvideo/optim/muon.py", line 166, in step + u = zeropower_via_newtonschulz5(g, steps=group["ns_steps"]) + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/hyvideo/optim/muon.py", line 29, in zeropower_via_newtonschulz5 + G = G.full_tensor() + ^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/_api.py", line 605, in full_tensor + redist_res = self.redistribute( + ^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/_api.py", line 575, in redistribute + return Redistribute.apply( + ^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/autograd/function.py", line 583, in apply + return super().apply(*args, **kwargs) # type: ignore[misc] + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/_redistribute.py", line 979, in forward + output = redistribute_local_tensor( + ^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/_redistribute.py", line 870, in redistribute_local_tensor + new_local_tensor = current_placement._to_replicate_tensor( + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/placement_types.py", line 310, in _to_replicate_tensor + result = funcol.all_gather_tensor( + ^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/distributed/_functional_collectives.py", line 201, in all_gather_tensor + tensor = torch.ops._c10d_functional.all_gather_into_tensor( + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/usr/local/lib/python3.12/site-packages/torch/_ops.py", line 1209, in __call__ + return self._op(*args, **kwargs) + ^^^^^^^^^^^^^^^^^^^^^^^^^ +RuntimeError: Backend nccl does not support allgather_into_tensor_coalesced +[rank0]: Traceback (most recent call last): +[rank0]: File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/post_train.py", line 2337, in +[rank0]: main() +[rank0]: File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/post_train.py", line 2333, in main +[rank0]: trainer._train_grpo(dataloader) +[rank0]: File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/post_train.py", line 1800, in _train_grpo +[rank0]: metrics = grpo_train_one_step( +[rank0]: ^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/hyvideo/utils/grpo_utils.py", line 1747, in train_one_step +[rank0]: optimizer.step() +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/optim/lr_scheduler.py", line 166, in wrapper +[rank0]: return func.__get__(opt, opt.__class__)(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/optim/optimizer.py", line 526, in wrapper +[rank0]: out = func(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/hyvideo/optim/muon.py", line 166, in step +[rank0]: u = zeropower_via_newtonschulz5(g, steps=group["ns_steps"]) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/nfs/ywang29/Reward_finetuning/SAGE-GRPO/hyvideo/optim/muon.py", line 29, in zeropower_via_newtonschulz5 +[rank0]: G = G.full_tensor() +[rank0]: ^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/_api.py", line 605, in full_tensor +[rank0]: redist_res = self.redistribute( +[rank0]: ^^^^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/_api.py", line 575, in redistribute +[rank0]: return Redistribute.apply( +[rank0]: ^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/autograd/function.py", line 583, in apply +[rank0]: return super().apply(*args, **kwargs) # type: ignore[misc] +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/_redistribute.py", line 979, in forward +[rank0]: output = redistribute_local_tensor( +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/_redistribute.py", line 870, in redistribute_local_tensor +[rank0]: new_local_tensor = current_placement._to_replicate_tensor( +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/distributed/tensor/placement_types.py", line 310, in _to_replicate_tensor +[rank0]: result = funcol.all_gather_tensor( +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/distributed/_functional_collectives.py", line 201, in all_gather_tensor +[rank0]: tensor = torch.ops._c10d_functional.all_gather_into_tensor( +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: File "/usr/local/lib/python3.12/site-packages/torch/_ops.py", line 1209, in __call__ +[rank0]: return self._op(*args, **kwargs) +[rank0]: ^^^^^^^^^^^^^^^^^^^^^^^^^ +[rank0]: RuntimeError: Backend nccl does not support allgather_into_tensor_coalesced diff --git a/outputs/debug/wandb/wandb/run-20260422_152557-74grl7m1/files/requirements.txt b/outputs/debug/wandb/wandb/run-20260422_152557-74grl7m1/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..c52528939141440b32ec88b8f89155a965a4284c --- /dev/null +++ b/outputs/debug/wandb/wandb/run-20260422_152557-74grl7m1/files/requirements.txt @@ -0,0 +1,282 @@ +awscli==1.44.40 +boto3==1.42.50 +botocore==1.42.50 +certifi==2026.1.4 +charset-normalizer==3.4.4 +colorama==0.4.6 +docutils==0.19 +idna==3.11 +jmespath==1.1.0 +pip==26.0.1 +pyasn1==0.6.2 +python-dateutil==2.9.0.post0 +PyYAML==6.0.3 +requests==2.32.5 +rsa==4.7.2 +s3transfer==0.16.0 +setuptools==82.0.0 +six==1.17.0 +urllib3==2.6.3 +smmap==5.0.3 +sentry-sdk==2.54.0 +gitdb==4.0.12 +GitPython==3.1.46 +wandb==0.25.1 +py-cpuinfo==9.0.0 +lmdb==1.8.1 +hjson==3.1.0 +easydict==1.13 +braceexpand==0.1.7 +banal==1.0.6 +antlr4-python3-runtime==4.9.3 +websocket-client==1.9.0 +webdataset==1.0.2 +triton==3.6.0 +torchcodec==0.10.0+cu130 +tifffile==2026.3.3 +tenacity==9.1.4 +sentencepiece==0.2.1 +regex==2026.2.28 +pyarrow==23.0.1 +pyaml==26.2.1 +propcache==0.4.1 +opencv-python-headless==4.13.0.92 +omegaconf==2.3.0 +Mako==1.3.10 +nvidia-nvtx==13.0.85 +nvidia-nvshmem-cu13==3.4.5 +loguru==0.7.3 +nvidia-nvjitlink==13.0.88 +nvidia-nccl-cu13==2.28.9 +lightning-utilities==0.15.3 +nvidia-cufile==1.15.1.6 +nvidia-cuda-runtime==13.0.96 +nvidia-cuda-nvrtc==13.0.88 +decord==0.6.0 +nvidia-cuda-cupti==13.0.85 +nvidia-cublas==13.1.0.3 +multidict==6.7.1 +msgpack==1.1.2 +lazy-loader==0.5 +imageio-ffmpeg==0.6.0 +ImageIO==2.37.3 +greenlet==3.3.2 +future==1.0.0 +ftfy==6.3.1 +frozenlist==1.8.0 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