[2026-08-23 19:56:54,478] [INFO] [real_accelerator.py:222:get_accelerator] Setting ds_accelerator to cuda (auto detect)
/home/nitanda_sub/mark/env/lib/python3.10/site-packages/pydub/utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work
  warn("Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work", RuntimeWarning)
WARNING:root:trust_remote_code: True
Notice: ffmpeg is not installed. torchaudio is used to load audio
If you want to use ffmpeg backend to load audio, please install it by:
	sudo apt install ffmpeg # ubuntu
	# brew install ffmpeg # mac
Detect model requirements, begin to install it: /home/nitanda_sub/.cache/huggingface/hub/models--FunAudioLLM--SenseVoiceSmall/snapshots/3847d57b6bdf2dd8875cb1508d2af43d80a16bf7/requirements.txt
install model requirements successfully
Loading remote code failed: model, No module named 'model'

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WARNING:root:trust_remote_code: True
Detect model requirements, begin to install it: /home/nitanda_sub/.cache/huggingface/hub/models--FunAudioLLM--SenseVoiceSmall/snapshots/3847d57b6bdf2dd8875cb1508d2af43d80a16bf7/requirements.txt
install model requirements successfully
Loading remote code failed: model, No module named 'model'

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INFO:omni_diffusion.tokenizer_magvitv2:self.rank=None
INFO:omni_diffusion.tokenizer_magvitv2:self.device='cuda:0' Loading MAGVITv2
INFO:omni_diffusion.tokenizer_magvitv2:self.device='cuda:0' Loading MAGVITv2 done
target_ratios [(1, 1), (1, 2), (2, 1), (3, 1), (1, 3), (2, 2), (4, 1), (1, 4), (5, 1), (1, 5), (1, 6), (6, 1), (3, 2), (2, 3), (7, 1), (1, 7), (4, 2), (2, 4), (1, 8), (8, 1), (1, 9), (3, 3), (9, 1), (2, 5), (5, 2), (10, 1), (1, 10), (11, 1), (1, 11), (12, 1), (3, 4), (4, 3), (1, 12), (6, 2), (2, 6)]
possible_resolutions [[512, 512], [512, 1024], [1024, 512], [1536, 512], [512, 1536], [1024, 1024], [2048, 512], [512, 2048], [2560, 512], [512, 2560], [512, 3072], [3072, 512], [1536, 1024], [1024, 1536], [3584, 512], [512, 3584], [2048, 1024], [1024, 2048], [512, 4096], [4096, 512], [512, 4608], [1536, 1536], [4608, 512], [1024, 2560], [2560, 1024], [5120, 512], [512, 5120], [5632, 512], [512, 5632], [6144, 512], [1536, 2048], [2048, 1536], [512, 6144], [3072, 1024], [1024, 3072]]
Working with z of shape (1, 13, 16, 16) = 3328 dimensions.
Look-up free quantizer with codebook size: 8192
Working with z of shape (1, 13, 16, 16) = 3328 dimensions.
Look-up free quantizer with codebook size: 8192
denoise algorithm: entropy-penalty

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{
  "model_path": "/home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/base_matched_pipeline_sweep/matched_training_v2/confidence_matched/checkpoint-1000",
  "image_tokenizer_path": "/home/nitanda_sub/mark/repos/DPRM/models/showlab/magvitv2",
  "prompt": "a t-shirt",
  "steps": 260,
  "max_tokens": 260,
  "alg": "entropy-penalty",
  "temperature": 0.0,
  "order_policy": "progressive_confidence",
  "dprm_warmup_steps": null,
  "dprm_table": null,
  "dprm_action_value_model": null,
  "dprm_order_scorer": null,
  "dprm_action_steps": [
    96,
    128,
    160,
    192,
    224
  ],
  "deployed_order_controller": null,
  "seed": 20279003,
  "continuation_seed": null,
  "continuation_seed_step": 64,
  "generation_seconds": 21.41057062149048,
  "total_seconds": 21.579821348190308,
  "num_image_tokens": 256,
  "fixed_t2i_scaffold": true,
  "text_output": "<|im_end|>\n",
  "image_path": "/home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0003/omni_t2i_progressive_confidence.png",
  "history_frame_paths": [],
  "shared_action_canvas_path": null,
  "counterfactual_override": {
    "applied": true,
    "requested_actions": 1,
    "actions": [
      {
        "applied": true,
        "step": 96,
        "requested_quantile": 0.7,
        "requested_rank_bin": null,
        "candidate_count": 160,
        "candidate_index": 87,
        "sequence_position": 183,
        "visual_index": 161,
        "confidence": 0.0724397599697113,
        "raw_order_score": -2.625,
        "confidence_bin": 0,
        "rank_quantile": 0.698113203048706,
        "rank_bin": 44,
        "aux_bin": 8,
        "phase": 2,
        "provisional_token_id": 172904,
        "default_candidate_indices": [
          37
        ],
        "default_candidate_index": 37,
        "default_sequence_position": 101,
        "default_visual_index": 79,
        "default_confidence": 0.5269629955291748,
        "default_raw_order_score": -0.640625,
        "default_rank_quantile": 0.9999999403953552,
        "confidence_gap_from_default": -0.4545232355594635,
        "overridden_candidate_indices": [
          87
        ],
        "shared_provisional_visual_token_ids": null,
        "row": 10,
        "column": 1,
        "row_normalized": 0.6666666666666666,
        "column_normalized": 0.06666666666666667,
        "center_distance": 6.96419413859206,
        "local_neighbor_count": 8,
        "local_revealed_neighbor_count": 3,
        "local_revealed_fraction": 0.375,
        "nearest_revealed_manhattan": 1
      }
    ],
    "applied_actions": 1,
    "step": 96,
    "requested_quantile": 0.7,
    "requested_rank_bin": null,
    "candidate_count": 160,
    "candidate_index": 87,
    "sequence_position": 183,
    "visual_index": 161,
    "confidence": 0.0724397599697113,
    "raw_order_score": -2.625,
    "confidence_bin": 0,
    "rank_quantile": 0.698113203048706,
    "rank_bin": 44,
    "aux_bin": 8,
    "phase": 2,
    "provisional_token_id": 172904,
    "default_candidate_indices": [
      37
    ],
    "default_candidate_index": 37,
    "default_sequence_position": 101,
    "default_visual_index": 79,
    "default_confidence": 0.5269629955291748,
    "default_raw_order_score": -0.640625,
    "default_rank_quantile": 0.9999999403953552,
    "confidence_gap_from_default": -0.4545232355594635,
    "overridden_candidate_indices": [
      87
    ],
    "shared_provisional_visual_token_ids": null,
    "row": 10,
    "column": 1,
    "row_normalized": 0.6666666666666666,
    "column_normalized": 0.06666666666666667,
    "center_distance": 6.96419413859206,
    "local_neighbor_count": 8,
    "local_revealed_neighbor_count": 3,
    "local_revealed_fraction": 0.375,
    "nearest_revealed_manhattan": 1
  }
}
completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0003
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0005
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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0008
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0012
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0016
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0019
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0023
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0026
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0030
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0033
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0037
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0040
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0044
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0047
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0051
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0054
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0058
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0061
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0065
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0069
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0072
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0076
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0079
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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0083
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0086
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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0089
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0093
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0096
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0100
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0103
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0106
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0110
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0113
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0117
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.85/prompt_0120
denoise algorithm: entropy-penalty

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completed /home/nitanda_sub/mark/training_runs/TPAMI-multimodal-order/omni_tpami_release_20260821/step1000_online_action_dev128_v1/branches/step96_q0.70/prompt_0124
denoise algorithm: entropy-penalty

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