logs/log_test-streaming-onnx-cudagraphcompat-g5-xlarge-male-petergriffin-continuous-streaming-codec-last-chunk-dynamic-1.txt

2026-04-30 19:25:37.962911883 [W:onnxruntime:Default, device_discovery.cc:325 DiscoverDevicesForPlatform] GPU device discovery failed: device_discovery.cc:92 ReadFileContents Failed to open file: "/sys/class/drm/card0/device/vendor"
None of PyTorch, TensorFlow >= 2.0, or Flax have been found. Models won't be available and only tokenizers, configuration and file/data utilities can be used.
None of PyTorch, TensorFlow >= 2.0, or Flax have been found. Models won't be available and only tokenizers, configuration and file/data utilities can be used.
2026-04-30 19:25:39.059 [INFO] __main__: Building inferencer...
2026-04-30 19:25:39.059 [INFO] src.inference.qwen3_tts_inferencer_onnx: Loading ONNX sessions...
2026-04-30 19:25:39.059 [INFO] src.inference.qwen3_tts_inferencer_onnx:   talker prefill  <- ./qwen3-tts_onnx/talker_model_prefill.onnx
2026-04-30 19:25:47.420 [INFO] src.inference.qwen3_tts_inferencer_onnx:   local prefill   <- ./qwen3-tts_onnx/talker_local_model_prefill.onnx
2026-04-30 19:25:47.581 [INFO] src.inference.qwen3_tts_inferencer_onnx:   talker step     <- ./qwen3-tts_onnx/talker_model_step.onnx
2026-04-30 19:25:48.583 [INFO] src.inference.qwen3_tts_inferencer_onnx:   local step      <- ./qwen3-tts_onnx/talker_local_model_step.onnx
2026-04-30 19:25:48.746 [INFO] src.inference.qwen3_tts_inferencer_onnx:   local lm_head   <- ./qwen3-tts_onnx/talker_local_lm_head.onnx
2026-04-30 19:25:48.866 [INFO] src.inference.qwen3_tts_inferencer_onnx:   codec decoder   <- ./qwen3-tts_onnx/codec_decoder_model.onnx
2026-04-30 19:25:49.201 [INFO] src.inference.qwen3_tts_inferencer_onnx:   codec decoder dynamic chunks   <- ./qwen3-tts_onnx/codec_decoder_model_dynamic_chunks.onnx
2026-04-30 19:25:49.840 [INFO] src.inference.qwen3_tts_inferencer_onnx:   speaker encoder <- ./qwen3-tts_onnx/speaker_encoder_model.onnx
2026-04-30 19:25:49.895600752 [W:onnxruntime:, transformer_memcpy.cc:111 ApplyImpl] 3 Memcpy nodes are added to the graph main_graph for CUDAExecutionProvider. It might have negative impact on performance (including unable to run CUDA graph). Set session_options.log_severity_level=1 to see the detail logs before this message.
2026-04-30 19:25:49.928 [INFO] src.inference.qwen3_tts_inferencer_onnx:   codec embed     <- ./qwen3-tts_onnx/talker_codec_embed_model.onnx
2026-04-30 19:25:50.060 [INFO] src.inference.qwen3_tts_inferencer_onnx:   text embed proj <- ./qwen3-tts_onnx/text_embed_proj_model.onnx
2026-04-30 19:25:52.605 [INFO] src.inference.qwen3_tts_inferencer_onnx: [OK] All ONNX sessions loaded.
2026-04-30 19:25:53.350 [INFO] src.inference.qwen3_tts_inferencer_onnx: Allocating device KV-cache buffers...
2026-04-30 19:25:53.382 [INFO] src.inference.qwen3_tts_inferencer_onnx: IOBinding wired for all models (prefill + step).
2026-04-30 19:25:53.382 [INFO] src.inference.qwen3_tts_inferencer_onnx: Allocating device KV-cache buffer of codec decoder...
2026-04-30 19:25:53.384 [INFO] __main__: Running 50 warmup iteration(s)...
2026-04-30 19:25:53.401 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up speaker encoder...
2026-04-30 19:25:53.703 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	50 iter. run speaker encoder in 0.29 s. --> 5.89 ms. per run.
2026-04-30 19:25:53.703 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up text embed proj....
2026-04-30 19:25:53.714 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	50 iter. run text embed proj. in 0.01 s. --> 0.22 ms. per run.
2026-04-30 19:25:53.714 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up talker prefill...
2026-04-30 19:25:54.187 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	50 iter. run talker prefill in 0.47 s. --> 9.44 ms. per run.
2026-04-30 19:25:54.188 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up talker step...
2026-04-30 19:25:54.577 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	50 iter. run talker step in 0.39 s. --> 7.76 ms. per run.
2026-04-30 19:25:54.577 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up local talker prefill...
2026-04-30 19:25:54.645 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	50 iter. run local talker prefill in 0.07 s. --> 1.36 ms. per run.
2026-04-30 19:25:54.645 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up local talker step...
2026-04-30 19:25:54.702 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	50 iter. run local talker step in 0.06 s. --> 1.13 ms. per run.
2026-04-30 19:25:54.702 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up local talker batched lm_head...
2026-04-30 19:25:54.719 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	50 iter. run local batched lm_head in 0.02 s. --> 0.34 ms. per run.
2026-04-30 19:25:54.719 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up codec decoder...
2026-04-30 19:25:55.116 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	12 iter. run codec_decoder in 0.40 s. --> 32.94 ms. per run.
2026-04-30 19:25:55.116 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warming-up codec decoder with dynamic chunk frames (n=2)...
2026-04-30 19:25:55.337 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	6 iter. run codec_decoder_dynamic in 0.21 s. --> 34.23 ms. per run.
2026-04-30 19:25:55.338 [INFO] src.inference.qwen3_tts_inferencer_onnx: Warmup latency summary:
2026-04-30 19:25:55.338 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	speaker_encoder
2026-04-30 19:25:55.338 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=5.89 ms.
2026-04-30 19:25:55.338 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=29.17 ms.
2026-04-30 19:25:55.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=1.71 ms.
2026-04-30 19:25:55.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=1.91 ms.
2026-04-30 19:25:55.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=1.67 ms.
2026-04-30 19:25:55.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=210.07 ms.
2026-04-30 19:25:55.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	text_embed_proj
2026-04-30 19:25:55.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=0.22 ms.
2026-04-30 19:25:55.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=0.71 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=0.12 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=0.14 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=0.11 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=5.16 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	talker_prefill
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=9.44 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=5.57 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=8.64 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=8.66 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=8.63 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=48.44 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	talker_step
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=7.76 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=3.35 ms.
2026-04-30 19:25:55.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=7.27 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=7.29 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=7.27 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=31.22 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	local_prefill
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=1.36 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=1.00 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=1.21 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=1.23 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=1.21 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=8.33 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	local_step
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=1.13 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=0.63 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=1.04 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=1.06 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=1.04 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=5.51 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	local_lm_head
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=0.34 ms.
2026-04-30 19:25:55.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=0.21 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=0.30 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=0.32 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=0.30 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=1.83 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	codec_decoder
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=32.94 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=30.58 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=23.72 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=73.52 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=23.70 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=134.37 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 	codec_decoder_dynamic
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		mean=34.23 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		std=16.02 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		median=27.11 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		p95=59.33 ms.
2026-04-30 19:25:55.347 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		min=26.95 ms.
2026-04-30 19:25:55.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: 		max=70.06 ms.
2026-04-30 19:25:55.366 [INFO] __main__: Warmup complete in 1.98 s
2026-04-30 19:25:55.366 [INFO] __main__:   speaker_encoder                 mean=5.89 ms  min=1.67 ms  max=210.07 ms
2026-04-30 19:25:55.366 [INFO] __main__:   text_embed_proj                 mean=0.22 ms  min=0.11 ms  max=5.16 ms
2026-04-30 19:25:55.366 [INFO] __main__:   talker_prefill                  mean=9.44 ms  min=8.63 ms  max=48.44 ms
2026-04-30 19:25:55.366 [INFO] __main__:   talker_step                     mean=7.76 ms  min=7.27 ms  max=31.22 ms
2026-04-30 19:25:55.366 [INFO] __main__:   local_prefill                   mean=1.36 ms  min=1.21 ms  max=8.33 ms
2026-04-30 19:25:55.366 [INFO] __main__:   local_step                      mean=1.13 ms  min=1.04 ms  max=5.51 ms
2026-04-30 19:25:55.366 [INFO] __main__:   local_lm_head                   mean=0.34 ms  min=0.30 ms  max=1.83 ms
2026-04-30 19:25:55.366 [INFO] __main__:   codec_decoder                   mean=32.94 ms  min=23.70 ms  max=134.37 ms
2026-04-30 19:25:55.366 [INFO] __main__:   codec_decoder_dynamic           mean=34.23 ms  min=26.95 ms  max=70.06 ms
2026-04-30 19:25:55.366 [INFO] __main__: Synthesising: 'В зависимости от ситуации,'
2026-04-30 19:25:55.366 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment В -> text_cache В
2026-04-30 19:25:55.366 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:25:55.366 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:25:55.454 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]]] (1, 1, 1024)
2026-04-30 19:25:55.455 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:25:55.460 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:25:55.461 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:25:55.461 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:25:55.461 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:25:55.462 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:25:55.462 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:25:55.463 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:25:55.463 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:25:55.464 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:25:55.464 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:25:55.464 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [-0.02064589  0.05184897  0.01909059 ...  0.2070941   0.06416605
    0.09115074]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:25:55.464 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [-2.0645889e-02  5.1848970e-02  1.9090585e-02 ...  2.0709410e-01
    6.4166047e-02  9.1150738e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=9; step_idx=0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache В 
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment з -> text_cache В з
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache В за
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment в -> text_cache В зав
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache В зави
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache В завис
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache В зависи
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment м -> text_cache В зависим
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache В зависимо
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache В зависимос
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache В зависимост
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache В зависимости
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache В зависимости 
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache В зависимости о
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache В зависимости от
2026-04-30 19:25:55.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache В зависимости от 
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache В зависимости от с
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache В зависимости от си
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache В зависимости от сит
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment у -> text_cache В зависимости от ситу
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache В зависимости от ситуа
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ц -> text_cache В зависимости от ситуац
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache В зависимости от ситуаци
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache В зависимости от ситуации
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment , -> text_cache В зависимости от ситуации,
2026-04-30 19:25:55.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['В зависимости от ситуации,'] 26
Qwen3TTSProcessor __call__ text ['В зависимости от ситуации,']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[ 16206, 139133,  20264, 139367,     11]]), 'attention_mask': array([[1, 1, 1, 1, 1]])}
2026-04-30 19:25:55.511 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[ 16206, 139133,  20264, 139367,     11]]), 'attention_mask': array([[1, 1, 1, 1, 1]])}
2026-04-30 19:25:55.511 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[ 16206 139133  20264 139367     11]] (1, 5)
2026-04-30 19:25:55.511 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[ 16206 139133  20264 139367     11]] (1, 5)
2026-04-30 19:25:55.511 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment В зависимости от ситуации, 26 -> tokenized_segment [np.int64(16206), np.int64(139133), np.int64(20264), np.int64(139367), np.int64(11)] 5
2026-04-30 19:25:55.511 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(16206), np.int64(139133), np.int64(20264), np.int64(139367), np.int64(11)]
2026-04-30 19:25:55.511 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.511 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(16206), np.int64(139133), np.int64(20264), np.int64(139367), np.int64(11)] 5
2026-04-30 19:25:55.511 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 16206 -> pending_tokens [np.int64(139133), np.int64(20264), np.int64(139367), np.int64(11)] 4
2026-04-30 19:25:55.520 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-0 vq [1995] (1,) int64
2026-04-30 19:25:55.546 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-1 vq-rvq [[[1995 1184  373  530 1716 1105  654   43 2010 1217  605  123  317 1462
   1699    3]]] (1, 1, 16) int64
2026-04-30 19:25:55.547 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 139133 -> pending_tokens [np.int64(20264), np.int64(139367), np.int64(11)] 3
2026-04-30 19:25:55.554 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-1 vq [215] (1,) int64
2026-04-30 19:25:55.582 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-2 vq-rvq [[[ 215 2031   69  995  246 1908   25  171  743   86 1076  170 1108  822
   1839  388]]] (1, 1, 16) int64
2026-04-30 19:25:55.582 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 20264 -> pending_tokens [np.int64(139367), np.int64(11)] 2
2026-04-30 19:25:55.590 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-2 vq [212] (1,) int64
2026-04-30 19:25:55.617 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-3 vq-rvq [[[ 212 1924 1471 1414  363  964  970 1881 1504 1955  743  146 1514 1873
    715 1668]]] (1, 1, 16) int64
2026-04-30 19:25:55.617 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 139367 -> pending_tokens [np.int64(11)] 1
2026-04-30 19:25:55.625 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-3 vq [1181] (1,) int64
2026-04-30 19:25:55.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-4 vq-rvq [[[1181  781  736  884 1164  698  185 1252 1700  781  194  204 2017 1909
    527 1807]]] (1, 1, 16) int64
2026-04-30 19:25:55.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 11 -> pending_tokens [] 0
2026-04-30 19:25:55.660 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-4 vq [1985] (1,) int64
2026-04-30 19:25:55.687 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-5 vq-rvq [[[1985 1534  810 1979   82  877 1300   14  632  532 1402 1117   36  609
   1145  381]]] (1, 1, 16) int64
2026-04-30 19:25:55.687 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 chunk_tokens [[[1995  215  212 1181]
  [1184 2031 1924  781]
  [ 373   69 1471  736]
  [ 530  995 1414  884]
  [1716  246  363 1164]
  [1105 1908  964  698]
  [ 654   25  970  185]
  [  43  171 1881 1252]
  [2010  743 1504 1700]
  [1217   86 1955  781]
  [ 605 1076  743  194]
  [ 123  170  146  204]
  [ 317 1108 1514 2017]
  [1462  822 1873 1909]
  [1699 1839  715  527]
  [   3  388 1668 1807]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:55.711 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 wav [[[-0.02130234 -0.01856662 -0.01710658 ...  0.00041982  0.00062048
    0.0006307 ]]] -0.04178531840443611 -4.523760071606375e-05 0.0025097329635173082 0.023125281557440758 (1, 1, 7680)
2026-04-30 19:25:55.711 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:25:55.711 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:25:55.712 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:55.712 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:25:55.712 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:25:55.720 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-5 vq [1707] (1,) int64
2026-04-30 19:25:55.747 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-6 vq-rvq [[[1707  693 1438 1778 1888   35  383  516 2047  112  209  788 1737 1693
    199 1732]]] (1, 1, 16) int64
2026-04-30 19:25:55.755 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-6 vq [1813] (1,) int64
2026-04-30 19:25:55.781 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-7 vq-rvq [[[1813  227 2024 1357  345  812 2033  209 1096 1946 1783  498 1173  455
    645 1191]]] (1, 1, 16) int64
2026-04-30 19:25:55.789 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-7 vq [1538] (1,) int64
2026-04-30 19:25:55.817 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-8 vq-rvq [[[1538 1161 1615 1403  360   71  554  681  366  355 1882   16 1045 1117
   1355 1482]]] (1, 1, 16) int64
2026-04-30 19:25:55.825 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-8 vq [148] (1,) int64
2026-04-30 19:25:55.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-9 vq-rvq [[[ 148  893 1196   10  450  205  232  763 1537 1662  715  214 1887  984
    663 1098]]] (1, 1, 16) int64
2026-04-30 19:25:55.860 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-9 vq [1115] (1,) int64
2026-04-30 19:25:55.887 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-10 vq-rvq [[[1115  941 1955   66  889  176  508  523   33  797 1159  104 2004 2014
   1058   97]]] (1, 1, 16) int64
2026-04-30 19:25:55.895 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-10 vq [1634] (1,) int64
2026-04-30 19:25:55.922 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-11 vq-rvq [[[1634 1377  103  417  313 1694  296  517  337 1534   22  639  350  566
    209  550]]] (1, 1, 16) int64
2026-04-30 19:25:55.930 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-11 vq [741] (1,) int64
2026-04-30 19:25:55.957 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-12 vq-rvq [[[ 741 1989 1230 1367  280  710 1525 1172  154   25  103  598  180  693
   1888  820]]] (1, 1, 16) int64
2026-04-30 19:25:55.965 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-12 vq [383] (1,) int64
2026-04-30 19:25:55.991 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-13 vq-rvq [[[ 383 1821 1276  517 1009   83   95 1703 1976  851  272   88  450  553
   1204  601]]] (1, 1, 16) int64
2026-04-30 19:25:56.000 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-13 vq [1804] (1,) int64
2026-04-30 19:25:56.026 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-14 vq-rvq [[[1804 1832  384  433  846 1121 1634  400 1673 1804 1287 1207  441  303
   1662 1780]]] (1, 1, 16) int64
2026-04-30 19:25:56.034 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-14 vq [1559] (1,) int64
2026-04-30 19:25:56.061 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-15 vq-rvq [[[1559 1891 1356  193  218 1831 1627 1440 1360 1612 1916  236   53 1547
   1488  663]]] (1, 1, 16) int64
2026-04-30 19:25:56.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-15 vq [1196] (1,) int64
2026-04-30 19:25:56.096 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-16 vq-rvq [[[1196 1806 1904 2005 1343  972  854 1496  344 1828  739  202 1252 1110
    615  242]]] (1, 1, 16) int64
2026-04-30 19:25:56.104 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-16 vq [1847] (1,) int64
2026-04-30 19:25:56.131 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-17 vq-rvq [[[1847  736  979 1857  987 1390 1821  742  182 1600  302  612 1492 1325
   1786 1697]]] (1, 1, 16) int64
2026-04-30 19:25:56.139 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-17 vq [1808] (1,) int64
2026-04-30 19:25:56.166 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-18 vq-rvq [[[1808 1514  377   81 1330 1807  911  751 1196 1979 1225  279   51  295
    873 1207]]] (1, 1, 16) int64
2026-04-30 19:25:56.174 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-18 vq [704] (1,) int64
2026-04-30 19:25:56.201 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-19 vq-rvq [[[ 704  194 1040  784 1771 1472   15 1293  803 1473  515  853  620 1013
    639 1929]]] (1, 1, 16) int64
2026-04-30 19:25:56.209 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-19 vq [152] (1,) int64
2026-04-30 19:25:56.236 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-20 vq-rvq [[[ 152 1116  483 1511  720 1475 1680  624 1989  369  874 1312 1220  407
    412 1921]]] (1, 1, 16) int64
2026-04-30 19:25:56.244 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-20 vq [151] (1,) int64
2026-04-30 19:25:56.271 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-21 vq-rvq [[[ 151  700 1964  319  102 1643  610 1585  142  898 1752  583  465  321
   1961  366]]] (1, 1, 16) int64
2026-04-30 19:25:56.279 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-21 vq [1647] (1,) int64
2026-04-30 19:25:56.306 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-22 vq-rvq [[[1647 1228  933 1442  253  736  411  164  884 1352  861   76 1259  953
    163 1696]]] (1, 1, 16) int64
2026-04-30 19:25:56.314 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-22 vq [1456] (1,) int64
2026-04-30 19:25:56.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-23 vq-rvq [[[1456 1194  785 1544 1137 1555  485  342  209  939 1043 1447  144  139
      7  491]]] (1, 1, 16) int64
2026-04-30 19:25:56.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-23 vq [255] (1,) int64
2026-04-30 19:25:56.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-24 vq-rvq [[[ 255  613 1951  458 1083  232   18 1309 1482  340 1365  299  855 1048
   1142  631]]] (1, 1, 16) int64
2026-04-30 19:25:56.384 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-24 vq [308] (1,) int64
2026-04-30 19:25:56.411 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-25 vq-rvq [[[ 308  637 1759 1532  800  982  187 1982 2035 1442  924 1389  417   75
    521  294]]] (1, 1, 16) int64
2026-04-30 19:25:56.419 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-25 vq [2019] (1,) int64
2026-04-30 19:25:56.446 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-26 vq-rvq [[[2019 1990 1151 1146  323  403 1846 1922   15  402  584  321 1112  117
   1233  680]]] (1, 1, 16) int64
2026-04-30 19:25:56.454 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-26 vq [360] (1,) int64
2026-04-30 19:25:56.481 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-27 vq-rvq [[[ 360  340  387  549  302 1103  275  881  508  631 1454 1490 1060  590
   1900  741]]] (1, 1, 16) int64
2026-04-30 19:25:56.489 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-27 vq [1065] (1,) int64
2026-04-30 19:25:56.515 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-28 vq-rvq [[[1065  415 1100  805 1178 1776  311 1055 1620  321  430 1208  392 1616
   1286 1179]]] (1, 1, 16) int64
2026-04-30 19:25:56.523 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-28 vq [1624] (1,) int64
2026-04-30 19:25:56.550 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-29 vq-rvq [[[1624  382  180 1829  178  284 1352  149 1098 1458 1780 1820 1222 1886
    434  203]]] (1, 1, 16) int64
2026-04-30 19:25:56.558 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-29 vq [1910] (1,) int64
2026-04-30 19:25:56.585 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-30 vq-rvq [[[1910  667   14 1070 1092  616 1321  709 1680 1654 1346  223 1017 1268
   1009  302]]] (1, 1, 16) int64
2026-04-30 19:25:56.593 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-30 vq [1353] (1,) int64
2026-04-30 19:25:56.620 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-31 vq-rvq [[[1353  682 1006 1670  918 1794 1861  313 1162 1001  649 1077  493 1799
   1988 1823]]] (1, 1, 16) int64
2026-04-30 19:25:56.628 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-31 vq [1961] (1,) int64
2026-04-30 19:25:56.655 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-32 vq-rvq [[[1961  543 1399 1336 1030  143  836 1569 1803   50  970  545 1315 1445
   1755  625]]] (1, 1, 16) int64
2026-04-30 19:25:56.663 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-32 vq [1931] (1,) int64
2026-04-30 19:25:56.690 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-33 vq-rvq [[[1931 1572 1054  629 1854 2036  761 1641  192 1589  324  437 1713  724
   1306 1534]]] (1, 1, 16) int64
2026-04-30 19:25:56.698 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-33 vq [1945] (1,) int64
2026-04-30 19:25:56.725 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-34 vq-rvq [[[1945 1838  293  191   76  187  305  421  882 1308 1583  439  155  288
    203 1624]]] (1, 1, 16) int64
2026-04-30 19:25:56.733 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-34 vq [2150] (1,) int64
2026-04-30 19:25:56.733 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 chunk_tokens [[[1985 1707 1813 1538]
  [1534  693  227 1161]
  [ 810 1438 2024 1615]
  [1979 1778 1357 1403]
  [  82 1888  345  360]
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  [1300  383 2033  554]
  [  14  516  209  681]
  [ 632 2047 1096  366]
  [ 532  112 1946  355]
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  [1117  788  498   16]
  [  36 1737 1173 1045]
  [ 609 1693  455 1117]
  [1145  199  645 1355]
  [ 381 1732 1191 1482]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:56.757 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 wav [[[ 0.00029411 -0.00040776 -0.00044942 ... -0.02424868  0.02291245
    0.05937432]]] -0.35627102851867676 4.4474294554675e-05 0.042314205318689346 0.3049390912055969 (1, 1, 7680)
2026-04-30 19:25:56.757 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 chunk_tokens [[[ 148 1115 1634  741]
  [ 893  941 1377 1989]
  [1196 1955  103 1230]
  [  10   66  417 1367]
  [ 450  889  313  280]
  [ 205  176 1694  710]
  [ 232  508  296 1525]
  [ 763  523  517 1172]
  [1537   33  337  154]
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  [ 984 2014  566  693]
  [ 663 1058  209 1888]
  [1098   97  550  820]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:56.782 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 wav [[[ 0.07660156  0.07495726  0.06135209 ... -0.1206022  -0.12184623
   -0.1139332 ]]] -0.28353917598724365 7.324956641241442e-06 0.0670274943113327 0.2517559826374054 (1, 1, 7680)
2026-04-30 19:25:56.782 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 chunk_tokens [[[ 383 1804 1559 1196]
  [1821 1832 1891 1806]
  [1276  384 1356 1904]
  [ 517  433  193 2005]
  [1009  846  218 1343]
  [  83 1121 1831  972]
  [  95 1634 1627  854]
  [1703  400 1440 1496]
  [1976 1673 1360  344]
  [ 851 1804 1612 1828]
  [ 272 1287 1916  739]
  [  88 1207  236  202]
  [ 450  441   53 1252]
  [ 553  303 1547 1110]
  [1204 1662 1488  615]
  [ 601 1780  663  242]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:56.806 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 wav [[[-0.10050648 -0.08953431 -0.07884923 ... -0.01869578 -0.0167346
   -0.01763956]]] -0.2835456132888794 4.1264713217969984e-05 0.06424345821142197 0.3513103127479553 (1, 1, 7680)
2026-04-30 19:25:56.806 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 chunk_tokens [[[1847 1808  704  152]
  [ 736 1514  194 1116]
  [ 979  377 1040  483]
  [1857   81  784 1511]
  [ 987 1330 1771  720]
  [1390 1807 1472 1475]
  [1821  911   15 1680]
  [ 742  751 1293  624]
  [ 182 1196  803 1989]
  [1600 1979 1473  369]
  [ 302 1225  515  874]
  [ 612  279  853 1312]
  [1492   51  620 1220]
  [1325  295 1013  407]
  [1786  873  639  412]
  [1697 1207 1929 1921]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:56.830 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 wav [[[-1.2177158e-02 -6.4980479e-05  1.2000869e-02 ... -4.9953014e-03
    2.0064995e-02  8.1494255e-03]]] -0.3423512578010559 6.946954817976803e-05 0.03836448863148689 0.43560561537742615 (1, 1, 7680)
2026-04-30 19:25:56.831 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 chunk_tokens [[[ 151 1647 1456  255]
  [ 700 1228 1194  613]
  [1964  933  785 1951]
  [ 319 1442 1544  458]
  [ 102  253 1137 1083]
  [1643  736 1555  232]
  [ 610  411  485   18]
  [1585  164  342 1309]
  [ 142  884  209 1482]
  [ 898 1352  939  340]
  [1752  861 1043 1365]
  [ 583   76 1447  299]
  [ 465 1259  144  855]
  [ 321  953  139 1048]
  [1961  163    7 1142]
  [ 366 1696  491  631]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:56.855 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 wav [[[-0.03188938 -0.00509401  0.04241933 ... -0.09476525 -0.18832558
   -0.23867904]]] -0.35616523027420044 0.00012159249308751896 0.08303991705179214 0.28495997190475464 (1, 1, 7680)
2026-04-30 19:25:56.855 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-24 chunk_tokens [[[ 308 2019  360 1065]
  [ 637 1990  340  415]
  [1759 1151  387 1100]
  [1532 1146  549  805]
  [ 800  323  302 1178]
  [ 982  403 1103 1776]
  [ 187 1846  275  311]
  [1982 1922  881 1055]
  [2035   15  508 1620]
  [1442  402  631  321]
  [ 924  584 1454  430]
  [1389  321 1490 1208]
  [ 417 1112 1060  392]
  [  75  117  590 1616]
  [ 521 1233 1900 1286]
  [ 294  680  741 1179]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:56.879 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-24 wav [[[-0.2519588  -0.24120857 -0.2249308  ... -0.00908731 -0.00565482
   -0.00478506]]] -0.302659809589386 -0.0002039571845671162 0.06957393139600754 0.3183087110519409 (1, 1, 7680)
2026-04-30 19:25:56.879 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-28 chunk_tokens [[[1624 1910 1353 1961]
  [ 382  667  682  543]
  [ 180   14 1006 1399]
  [1829 1070 1670 1336]
  [ 178 1092  918 1030]
  [ 284  616 1794  143]
  [1352 1321 1861  836]
  [ 149  709  313 1569]
  [1098 1680 1162 1803]
  [1458 1654 1001   50]
  [1780 1346  649  970]
  [1820  223 1077  545]
  [1222 1017  493 1315]
  [1886 1268 1799 1445]
  [ 434 1009 1988 1755]
  [ 203  302 1823  625]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:56.903 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-28 wav [[[-4.7078328e-03  7.2684824e-03  2.4840837e-02 ... -1.4027000e-05
    1.5263325e-04  1.7792435e-04]]] -0.1658807247877121 0.00014102911518421024 0.03195255622267723 0.18852373957633972 (1, 1, 7680)
2026-04-30 19:25:56.903 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-32 chunk_tokens [[[1931 1945]
  [1572 1838]
  [1054  293]
  [ 629  191]
  [1854   76]
  [2036  187]
  [ 761  305]
  [1641  421]
  [ 192  882]
  [1589 1308]
  [ 324 1583]
  [ 437  439]
  [1713  155]
  [ 724  288]
  [1306  203]
  [1534 1624]]] (1, 16, 2) n_chunk_frames 2
2026-04-30 19:25:56.934 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-32 wav [[[1.19311335e-04 2.77099258e-04 4.16864146e-04 ... 1.06179923e-05
   1.06252701e-05 1.15810089e-05]]] -0.001969335600733757 3.6782610550289974e-05 0.0005604626494459808 0.0020639824215322733 (1, 1, 3840)
2026-04-30 19:25:56.934 [INFO] __main__: Synthesising: 'важна не только точность,'
2026-04-30 19:25:56.934 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment в -> text_cache в
2026-04-30 19:25:56.934 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:25:56.938 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list [array([[[0.        , 0.        , 0.        , ..., 0.02545166,
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          0.0000000e+00, -3.0517578e-05,  0.0000000e+00]]],
      shape=(1, 1, 5339), dtype=float32), array([[[-0.02130234, -0.01856662, -0.01710658, ...,  0.00041982,
          0.00062048,  0.0006307 ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00029411, -0.00040776, -0.00044942, ..., -0.02424868,
          0.02291245,  0.05937432]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.07660156,  0.07495726,  0.06135209, ..., -0.1206022 ,
         -0.12184623, -0.1139332 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10050648, -0.08953431, -0.07884923, ..., -0.01869578,
         -0.0167346 , -0.01763956]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2177158e-02, -6.4980479e-05,  1.2000869e-02, ...,
         -4.9953014e-03,  2.0064995e-02,  8.1494255e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03188938, -0.00509401,  0.04241933, ..., -0.09476525,
         -0.18832558, -0.23867904]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.2519588 , -0.24120857, -0.2249308 , ..., -0.00908731,
         -0.00565482, -0.00478506]]], shape=(1, 1, 7680), dtype=float32), array([[[-4.7078328e-03,  7.2684824e-03,  2.4840837e-02, ...,
         -1.4027000e-05,  1.5263325e-04,  1.7792435e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[1.19311335e-04, 2.77099258e-04, 4.16864146e-04, ...,
         1.06179923e-05, 1.06252701e-05, 1.15810089e-05]]],
      shape=(1, 1, 3840), dtype=float32)] 41
2026-04-30 19:25:56.938 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history [0.0000000e+00 0.0000000e+00 0.0000000e+00 ... 1.0617992e-05 1.0625270e-05
 1.1581009e-05] (308699,) float32
2026-04-30 19:25:56.939 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history_after cut_idx 16 [-1.5319824e-02 -1.7608643e-02 -2.1789551e-02 ...  1.0617992e-05
  1.0625270e-05  1.1581009e-05] (185819,) float32
2026-04-30 19:25:56.941 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list_after cut_idx 16 [array([[[-0.01531982, -0.01760864, -0.02178955, ...,  0.02804565,
          0.02838135,  0.02767944]]], shape=(1, 1, 7680), dtype=float32), array([[[0.02700806, 0.02609253, 0.02459717, ..., 0.02215576,
         0.02230835, 0.02636719]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.03475952,  0.03826904,  0.02764893, ...,  0.01647949,
         -0.01455688, -0.00036621]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00704956, -0.03173828, -0.06103516, ...,  0.00976562,
          0.01080322,  0.00741577]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00210571, -0.00189209, -0.00598145, ...,  0.0350647 ,
          0.03173828,  0.01358032]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00378418, -0.025177  , -0.04141235, ..., -0.00460815,
          0.00967407,  0.01904297]]], shape=(1, 1, 7680), dtype=float32), array([[[ 2.5421143e-02,  3.4332275e-02,  4.8004150e-02, ...,
          6.4086914e-04,  3.0517578e-05, -7.6293945e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.00106812, -0.00131226, -0.00180054, ..., -0.00238037,
         -0.00210571, -0.00195312]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00131226, -0.00048828, -0.00064087, ..., -0.12442017,
         -0.13143921, -0.15240479]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.17025757, -0.16925049, -0.14294434, ...,  0.00350952,
          0.00283813,  0.00177002]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00201416,  0.003479  ,  0.00323486, ..., -0.02636719,
         -0.02493286,  0.00787354]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.04818726,  0.05957031,  0.03213501, ..., -0.11203003,
         -0.09613037, -0.09103394]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.09631348, -0.10897827, -0.12399292, ..., -0.00085449,
         -0.00091553, -0.00048828]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.0000000e+00,  6.1035156e-05, -1.2207031e-04, ...,
          1.3381958e-01,  1.6635132e-01,  2.0919800e-01]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 2.3223877e-01,  2.0669556e-01,  1.3903809e-01, ...,
         -1.8310547e-04, -1.5258789e-04, -9.1552734e-05]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-9.1552734e-05, -6.1035156e-05, -3.0517578e-05, ...,
          0.0000000e+00, -3.0517578e-05,  0.0000000e+00]]],
      shape=(1, 1, 5339), dtype=float32), array([[[-0.02130234, -0.01856662, -0.01710658, ...,  0.00041982,
          0.00062048,  0.0006307 ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00029411, -0.00040776, -0.00044942, ..., -0.02424868,
          0.02291245,  0.05937432]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.07660156,  0.07495726,  0.06135209, ..., -0.1206022 ,
         -0.12184623, -0.1139332 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10050648, -0.08953431, -0.07884923, ..., -0.01869578,
         -0.0167346 , -0.01763956]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2177158e-02, -6.4980479e-05,  1.2000869e-02, ...,
         -4.9953014e-03,  2.0064995e-02,  8.1494255e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03188938, -0.00509401,  0.04241933, ..., -0.09476525,
         -0.18832558, -0.23867904]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.2519588 , -0.24120857, -0.2249308 , ..., -0.00908731,
         -0.00565482, -0.00478506]]], shape=(1, 1, 7680), dtype=float32), array([[[-4.7078328e-03,  7.2684824e-03,  2.4840837e-02, ...,
         -1.4027000e-05,  1.5263325e-04,  1.7792435e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[1.19311335e-04, 2.77099258e-04, 4.16864146e-04, ...,
         1.06179923e-05, 1.06252701e-05, 1.15810089e-05]]],
      shape=(1, 1, 3840), dtype=float32)] 25
2026-04-30 19:25:56.941 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:25:57.015 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[ 0.00643774  0.07635596 -0.06491913 ...  0.20177338  0.0492254
    0.11219472]]] (1, 1, 1024)
2026-04-30 19:25:57.015 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:25:57.015 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:25:57.015 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:25:57.016 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [ 0.00643774  0.07635596 -0.06491913 ...  0.20177338  0.0492254
    0.11219472]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:25:57.016 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:25:57.016 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:25:57.016 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:25:57.016 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:25:57.017 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:25:57.017 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:25:57.017 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:25:57.018 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [ 0.01121592  0.07254998 -0.06661529 ...  0.19248903  0.05078068
    0.11643619]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:25:57.018 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [ 1.1215920e-02  7.2549976e-02 -6.6615291e-02 ...  1.9248903e-01
    5.0780680e-02  1.1643619e-01]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:25:57.064 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=53; step_idx=53
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill cont done; talker_seq_len=53; step_idx=53
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache ва
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ж -> text_cache важ
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache важн
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache важна
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache важна 
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache важна н
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache важна не
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache важна не 
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache важна не т
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache важна не то
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment л -> text_cache важна не тол
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.100 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ь -> text_cache важна не толь
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment к -> text_cache важна не тольк
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache важна не только
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache важна не только 
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache важна не только т
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache важна не только то
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ч -> text_cache важна не только точ
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache важна не только точн
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache важна не только точно
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache важна не только точнос
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache важна не только точност
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ь -> text_cache важна не только точность
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment , -> text_cache важна не только точность,
2026-04-30 19:25:57.101 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['важна не только точность,'] 25
Qwen3TTSProcessor __call__ text ['важна не только точность,']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[ 5474, 37557, 14191, 18658, 73626, 81602, 60279,    11]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:25:57.102 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[ 5474, 37557, 14191, 18658, 73626, 81602, 60279,    11]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:25:57.102 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[ 5474 37557 14191 18658 73626 81602 60279    11]] (1, 8)
2026-04-30 19:25:57.102 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[ 5474 37557 14191 18658 73626 81602 60279    11]] (1, 8)
2026-04-30 19:25:57.102 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment важна не только точность, 25 -> tokenized_segment [np.int64(5474), np.int64(37557), np.int64(14191), np.int64(18658), np.int64(73626), np.int64(81602), np.int64(60279), np.int64(11)] 8
2026-04-30 19:25:57.102 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(5474), np.int64(37557), np.int64(14191), np.int64(18658), np.int64(73626), np.int64(81602), np.int64(60279), np.int64(11)]
2026-04-30 19:25:57.102 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.102 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(5474), np.int64(37557), np.int64(14191), np.int64(18658), np.int64(73626), np.int64(81602), np.int64(60279), np.int64(11)] 8
2026-04-30 19:25:57.102 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 5474 -> pending_tokens [np.int64(37557), np.int64(14191), np.int64(18658), np.int64(73626), np.int64(81602), np.int64(60279), np.int64(11)] 7
2026-04-30 19:25:57.111 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-53 vq [1221] (1,) int64
2026-04-30 19:25:57.138 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-54 vq-rvq [[[1221  785   99   77  621 1441 1570  691 1793  241 1015 1149 1055  119
    320  197]]] (1, 1, 16) int64
2026-04-30 19:25:57.138 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 37557 -> pending_tokens [np.int64(14191), np.int64(18658), np.int64(73626), np.int64(81602), np.int64(60279), np.int64(11)] 6
2026-04-30 19:25:57.146 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-54 vq [2042] (1,) int64
2026-04-30 19:25:57.173 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-55 vq-rvq [[[2042  636 1070  630 1799 1672 1718  418  284 1789  846  298  318 1460
     79 1745]]] (1, 1, 16) int64
2026-04-30 19:25:57.173 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 14191 -> pending_tokens [np.int64(18658), np.int64(73626), np.int64(81602), np.int64(60279), np.int64(11)] 5
2026-04-30 19:25:57.181 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-55 vq [1609] (1,) int64
2026-04-30 19:25:57.208 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-56 vq-rvq [[[1609 1593  952 1154 1077  356 1416  120  767  526  958  484 1378 1280
   1096  285]]] (1, 1, 16) int64
2026-04-30 19:25:57.208 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 18658 -> pending_tokens [np.int64(73626), np.int64(81602), np.int64(60279), np.int64(11)] 4
2026-04-30 19:25:57.216 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-56 vq [480] (1,) int64
2026-04-30 19:25:57.243 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-57 vq-rvq [[[ 480  241   72 1730   36  766  204  871  556 1875  153   84 1125  929
    152  503]]] (1, 1, 16) int64
2026-04-30 19:25:57.243 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 73626 -> pending_tokens [np.int64(81602), np.int64(60279), np.int64(11)] 3
2026-04-30 19:25:57.251 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-57 vq [1088] (1,) int64
2026-04-30 19:25:57.278 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-58 vq-rvq [[[1088  845  884 1092  475   14  798 1783  877 1451 1300 1038  358  134
    181  299]]] (1, 1, 16) int64
2026-04-30 19:25:57.278 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 81602 -> pending_tokens [np.int64(60279), np.int64(11)] 2
2026-04-30 19:25:57.286 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-58 vq [1809] (1,) int64
2026-04-30 19:25:57.313 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-59 vq-rvq [[[1809  727 1957 1783 1214 1163  458 1096  156  589  708  172 1909 1531
    897 1650]]] (1, 1, 16) int64
2026-04-30 19:25:57.313 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 60279 -> pending_tokens [np.int64(11)] 1
2026-04-30 19:25:57.321 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-59 vq [400] (1,) int64
2026-04-30 19:25:57.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-60 vq-rvq [[[ 400  407  507   36 1051  711  505 1116 1786  854  359  797  507 1880
    392  245]]] (1, 1, 16) int64
2026-04-30 19:25:57.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 11 -> pending_tokens [] 0
2026-04-30 19:25:57.356 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-60 vq [935] (1,) int64
2026-04-30 19:25:57.383 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-61 vq-rvq [[[ 935  710  534  130  488 1388  405  849  667 1770  373  111  568 1076
    118  702]]] (1, 1, 16) int64
2026-04-30 19:25:57.383 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-34 chunk_tokens [[[1221 2042 1609  480]
  [ 785  636 1593  241]
  [  99 1070  952   72]
  [  77  630 1154 1730]
  [ 621 1799 1077   36]
  [1441 1672  356  766]
  [1570 1718 1416  204]
  [ 691  418  120  871]
  [1793  284  767  556]
  [ 241 1789  526 1875]
  [1015  846  958  153]
  [1149  298  484   84]
  [1055  318 1378 1125]
  [ 119 1460 1280  929]
  [ 320   79 1096  152]
  [ 197 1745  285  503]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:57.407 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-34 wav [[[ 1.2349803e-05  1.2119761e-05  2.1108619e-05 ... -1.6870323e-01
   -1.3621169e-01 -8.6433820e-02]]] -0.3643661439418793 -1.744547626003623e-05 0.06652440875768661 0.3390018343925476 (1, 1, 7680)
2026-04-30 19:25:57.408 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-38 chunk_tokens [[[1088 1809  400  935]
  [ 845  727  407  710]
  [ 884 1957  507  534]
  [1092 1783   36  130]
  [ 475 1214 1051  488]
  [  14 1163  711 1388]
  [ 798  458  505  405]
  [1783 1096 1116  849]
  [ 877  156 1786  667]
  [1451  589  854 1770]
  [1300  708  359  373]
  [1038  172  797  111]
  [ 358 1909  507  568]
  [ 134 1531 1880 1076]
  [ 181  897  392  118]
  [ 299 1650  245  702]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:57.432 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-38 wav [[[-0.03330091  0.00856069  0.03467582 ... -0.04072727 -0.03181617
   -0.00645593]]] -0.24222812056541443 -6.13010925007984e-05 0.060314808040857315 0.37109240889549255 (1, 1, 7680)
2026-04-30 19:25:57.432 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:25:57.432 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:25:57.432 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:57.432 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:25:57.432 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:25:57.440 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-61 vq [332] (1,) int64
2026-04-30 19:25:57.467 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-62 vq-rvq [[[ 332 1414  379  982 1287 1805   17 1408  623  259 1493  294 1569  396
   1969   11]]] (1, 1, 16) int64
2026-04-30 19:25:57.475 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-62 vq [178] (1,) int64
2026-04-30 19:25:57.502 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-63 vq-rvq [[[ 178  740  609 1805 1484   74 1476  620  589 1698 1320  996 1777 1000
   1180  234]]] (1, 1, 16) int64
2026-04-30 19:25:57.510 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-63 vq [303] (1,) int64
2026-04-30 19:25:57.536 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-64 vq-rvq [[[ 303 1047  206 1652 1019   62 1193  889  169  371  367  872 1104  178
     30   57]]] (1, 1, 16) int64
2026-04-30 19:25:57.544 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-64 vq [326] (1,) int64
2026-04-30 19:25:57.571 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-65 vq-rvq [[[ 326  887  374  636 1607  977  350 1344  111  815   38  885  106  152
    257 1173]]] (1, 1, 16) int64
2026-04-30 19:25:57.579 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-65 vq [494] (1,) int64
2026-04-30 19:25:57.606 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-66 vq-rvq [[[ 494  666 1704  585  479  164 1123  637  573 1993  323  121 1551 1425
    818  225]]] (1, 1, 16) int64
2026-04-30 19:25:57.614 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-66 vq [75] (1,) int64
2026-04-30 19:25:57.640 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-67 vq-rvq [[[  75  721  657  202  927 1645 1968  273  700  253 1295 1527  904  225
   1525  270]]] (1, 1, 16) int64
2026-04-30 19:25:57.648 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-67 vq [875] (1,) int64
2026-04-30 19:25:57.675 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-68 vq-rvq [[[ 875 1773 1275 1302  500 1192  603  596  198  346  178  874  815  670
   1284 1411]]] (1, 1, 16) int64
2026-04-30 19:25:57.683 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-68 vq [612] (1,) int64
2026-04-30 19:25:57.710 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-69 vq-rvq [[[ 612   92 1120  651  608 1207 2032 1069  553  746 1775  931 1844 1537
    280  953]]] (1, 1, 16) int64
2026-04-30 19:25:57.718 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-69 vq [828] (1,) int64
2026-04-30 19:25:57.745 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-70 vq-rvq [[[ 828 1200  369 1765 1204  443 1137  878  517  498  461  969  494 1761
   1729 1963]]] (1, 1, 16) int64
2026-04-30 19:25:57.753 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-70 vq [357] (1,) int64
2026-04-30 19:25:57.779 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-71 vq-rvq [[[ 357  273    0 1853  351 1318  736   11  271  430  748  889  782 1421
   1122 1022]]] (1, 1, 16) int64
2026-04-30 19:25:57.787 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-71 vq [914] (1,) int64
2026-04-30 19:25:57.814 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-72 vq-rvq [[[ 914 1809  636 1982 1328 1079  540  151  461   91 1194  521 1477  997
   1761 1225]]] (1, 1, 16) int64
2026-04-30 19:25:57.822 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-72 vq [4] (1,) int64
2026-04-30 19:25:57.849 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-73 vq-rvq [[[   4  572   28 1722  860  112  163  690  410  775 1071  465 1230 1497
    266 1405]]] (1, 1, 16) int64
2026-04-30 19:25:57.857 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-73 vq [759] (1,) int64
2026-04-30 19:25:57.884 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-74 vq-rvq [[[ 759  844 1989 1533 1402  840 1516 1915 1390 1626 1905 1601  870  701
    396  126]]] (1, 1, 16) int64
2026-04-30 19:25:57.892 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-74 vq [2150] (1,) int64
2026-04-30 19:25:57.892 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-42 chunk_tokens [[[ 332  178  303  326]
  [1414  740 1047  887]
  [ 379  609  206  374]
  [ 982 1805 1652  636]
  [1287 1484 1019 1607]
  [1805   74   62  977]
  [  17 1476 1193  350]
  [1408  620  889 1344]
  [ 623  589  169  111]
  [ 259 1698  371  815]
  [1493 1320  367   38]
  [ 294  996  872  885]
  [1569 1777 1104  106]
  [ 396 1000  178  152]
  [1969 1180   30  257]
  [  11  234   57 1173]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:57.916 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-42 wav [[[ 0.01122023  0.00413963 -0.00393783 ... -0.00029461  0.00421931
   -0.00251451]]] -0.3219706416130066 0.00016606935241725296 0.0811227560043335 0.32183170318603516 (1, 1, 7680)
2026-04-30 19:25:57.916 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-46 chunk_tokens [[[ 494   75  875  612]
  [ 666  721 1773   92]
  [1704  657 1275 1120]
  [ 585  202 1302  651]
  [ 479  927  500  608]
  [ 164 1645 1192 1207]
  [1123 1968  603 2032]
  [ 637  273  596 1069]
  [ 573  700  198  553]
  [1993  253  346  746]
  [ 323 1295  178 1775]
  [ 121 1527  874  931]
  [1551  904  815 1844]
  [1425  225  670 1537]
  [ 818 1525 1284  280]
  [ 225  270 1411  953]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:57.940 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-46 wav [[[-0.0154132  -0.02377532 -0.02271089 ...  0.02933036  0.023146
    0.01213897]]] -0.25987228751182556 0.00021866057068109512 0.03468051925301552 0.2589060962200165 (1, 1, 7680)
2026-04-30 19:25:57.941 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-50 chunk_tokens [[[ 828  357  914    4]
  [1200  273 1809  572]
  [ 369    0  636   28]
  [1765 1853 1982 1722]
  [1204  351 1328  860]
  [ 443 1318 1079  112]
  [1137  736  540  163]
  [ 878   11  151  690]
  [ 517  271  461  410]
  [ 498  430   91  775]
  [ 461  748 1194 1071]
  [ 969  889  521  465]
  [ 494  782 1477 1230]
  [1761 1421  997 1497]
  [1729 1122 1761  266]
  [1963 1022 1225 1405]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:57.965 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-50 wav [[[-0.00091471 -0.01367491 -0.02537205 ... -0.00178504  0.00290802
    0.00261759]]] -0.10340271145105362 -0.00010349442163715139 0.01529962569475174 0.12059158831834793 (1, 1, 7680)
2026-04-30 19:25:57.965 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-54 chunk_tokens [[[ 759]
  [ 844]
  [1989]
  [1533]
  [1402]
  [ 840]
  [1516]
  [1915]
  [1390]
  [1626]
  [1905]
  [1601]
  [ 870]
  [ 701]
  [ 396]
  [ 126]]] (1, 16, 1) n_chunk_frames 1
2026-04-30 19:25:58.029 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-54 wav [[[-2.6994986e-03 -8.4007008e-04  2.4883149e-03 ...  1.0968803e-05
    1.0850177e-05  1.1066140e-05]]] -0.015569623559713364 1.784202868293505e-05 0.0029718538280576468 0.021655267104506493 (1, 1, 1920)
2026-04-30 19:25:58.029 [INFO] src.inference.qwen3_tts_inferencer_onnx: reset_turn reset_generation_state step-idx-75
2026-04-30 19:25:58.047 [INFO] __main__: Synthesising: 'но и низкая задержка.'
2026-04-30 19:25:58.047 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache н
2026-04-30 19:25:58.047 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:25:58.047 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:25:58.127 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]]] (1, 1, 1024)
2026-04-30 19:25:58.127 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:25:58.127 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:25:58.127 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:25:58.128 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:25:58.128 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:25:58.128 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:25:58.128 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:25:58.129 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:25:58.129 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:25:58.129 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:25:58.130 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:25:58.130 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [-0.02064589  0.05184897  0.01909059 ...  0.2070941   0.06416605
    0.09115074]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:25:58.130 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [-2.0645889e-02  5.1848970e-02  1.9090585e-02 ...  2.0709410e-01
    6.4166047e-02  9.1150738e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=9; step_idx=0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache но
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache но 
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache но и
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache но и 
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache но и н
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache но и ни
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment з -> text_cache но и низ
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment к -> text_cache но и низк
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache но и низка
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment я -> text_cache но и низкая
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache но и низкая 
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment з -> text_cache но и низкая з
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache но и низкая за
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment д -> text_cache но и низкая зад
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache но и низкая заде
2026-04-30 19:25:58.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment р -> text_cache но и низкая задер
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ж -> text_cache но и низкая задерж
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment к -> text_cache но и низкая задержк
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache но и низкая задержка
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment . -> text_cache но и низкая задержка.
2026-04-30 19:25:58.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['но и низкая задержка.'] 21
Qwen3TTSProcessor __call__ text ['но и низкая задержка.']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[ 13685,   7587,   6709,  40773, 125107,  52180,  57569,  13132,
            13]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:25:58.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[ 13685,   7587,   6709,  40773, 125107,  52180,  57569,  13132,
            13]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:25:58.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[ 13685   7587   6709  40773 125107  52180  57569  13132     13]] (1, 9)
2026-04-30 19:25:58.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[ 13685   7587   6709  40773 125107  52180  57569  13132     13]] (1, 9)
2026-04-30 19:25:58.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment но и низкая задержка. 21 -> tokenized_segment [np.int64(13685), np.int64(7587), np.int64(6709), np.int64(40773), np.int64(125107), np.int64(52180), np.int64(57569), np.int64(13132), np.int64(13)] 9
2026-04-30 19:25:58.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(13685), np.int64(7587), np.int64(6709), np.int64(40773), np.int64(125107), np.int64(52180), np.int64(57569), np.int64(13132), np.int64(13)]
2026-04-30 19:25:58.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(13685), np.int64(7587), np.int64(6709), np.int64(40773), np.int64(125107), np.int64(52180), np.int64(57569), np.int64(13132), np.int64(13)] 9
2026-04-30 19:25:58.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 13685 -> pending_tokens [np.int64(7587), np.int64(6709), np.int64(40773), np.int64(125107), np.int64(52180), np.int64(57569), np.int64(13132), np.int64(13)] 8
2026-04-30 19:25:58.185 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-0 vq [1995] (1,) int64
2026-04-30 19:25:58.212 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-1 vq-rvq [[[1995 1534   69  156  293  871  157  628 1976  836   35 1264 1174 1903
   1360 1265]]] (1, 1, 16) int64
2026-04-30 19:25:58.212 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 7587 -> pending_tokens [np.int64(6709), np.int64(40773), np.int64(125107), np.int64(52180), np.int64(57569), np.int64(13132), np.int64(13)] 7
2026-04-30 19:25:58.220 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-1 vq [215] (1,) int64
2026-04-30 19:25:58.247 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-2 vq-rvq [[[ 215  911  373  270  817 1084  848  108  510   68 1652  886 1318  224
    247  429]]] (1, 1, 16) int64
2026-04-30 19:25:58.247 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 6709 -> pending_tokens [np.int64(40773), np.int64(125107), np.int64(52180), np.int64(57569), np.int64(13132), np.int64(13)] 6
2026-04-30 19:25:58.255 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-2 vq [1521] (1,) int64
2026-04-30 19:25:58.282 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-3 vq-rvq [[[1521 1408 1402 1979 1705  178 1776  359  174 1469 1000  434  686 1094
    801  413]]] (1, 1, 16) int64
2026-04-30 19:25:58.282 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 40773 -> pending_tokens [np.int64(125107), np.int64(52180), np.int64(57569), np.int64(13132), np.int64(13)] 5
2026-04-30 19:25:58.290 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-3 vq [1095] (1,) int64
2026-04-30 19:25:58.317 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-4 vq-rvq [[[1095  682  581 1327 1706 2010  970 1984 1728   12  243  755 1321 1077
   1127  139]]] (1, 1, 16) int64
2026-04-30 19:25:58.317 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 125107 -> pending_tokens [np.int64(52180), np.int64(57569), np.int64(13132), np.int64(13)] 4
2026-04-30 19:25:58.325 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-4 vq [1985] (1,) int64
2026-04-30 19:25:58.352 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-5 vq-rvq [[[1985  781 1586 1532  820 1763  338 1569  488  583 1265 1920 1329  286
    795 1066]]] (1, 1, 16) int64
2026-04-30 19:25:58.352 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 52180 -> pending_tokens [np.int64(57569), np.int64(13132), np.int64(13)] 3
2026-04-30 19:25:58.360 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-5 vq [251] (1,) int64
2026-04-30 19:25:58.387 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-6 vq-rvq [[[ 251  563 1396 1805 1921  169  364  787  798 2019  413  820 1846  986
      2 1385]]] (1, 1, 16) int64
2026-04-30 19:25:58.387 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 57569 -> pending_tokens [np.int64(13132), np.int64(13)] 2
2026-04-30 19:25:58.395 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-6 vq [673] (1,) int64
2026-04-30 19:25:58.421 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-7 vq-rvq [[[ 673  440 1750  570 1263  342 1539  694 1191 1567  651  322 1252  576
    129  271]]] (1, 1, 16) int64
2026-04-30 19:25:58.422 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 13132 -> pending_tokens [np.int64(13)] 1
2026-04-30 19:25:58.430 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-7 vq [1850] (1,) int64
2026-04-30 19:25:58.456 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-8 vq-rvq [[[1850  407 1614 1847  329  870 1376  609    3  499  592 1466  913  649
    595  612]]] (1, 1, 16) int64
2026-04-30 19:25:58.457 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 13 -> pending_tokens [] 0
2026-04-30 19:25:58.465 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-8 vq [603] (1,) int64
2026-04-30 19:25:58.491 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-9 vq-rvq [[[ 603 1713   74    7 1771 1121  147 1890  194 1143   86   16  950  590
   1359 1680]]] (1, 1, 16) int64
2026-04-30 19:25:58.492 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 chunk_tokens [[[1995  215 1521 1095]
  [1534  911 1408  682]
  [  69  373 1402  581]
  [ 156  270 1979 1327]
  [ 293  817 1705 1706]
  [ 871 1084  178 2010]
  [ 157  848 1776  970]
  [ 628  108  359 1984]
  [1976  510  174 1728]
  [ 836   68 1469   12]
  [  35 1652 1000  243]
  [1264  886  434  755]
  [1174 1318  686 1321]
  [1903  224 1094 1077]
  [1360  247  801 1127]
  [1265  429  413  139]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:58.516 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 wav [[[-0.02139645 -0.0189162  -0.01778135 ... -0.00045287 -0.00059633
   -0.00165827]]] -0.06060675159096718 -3.906790152541362e-05 0.0041542695835232735 0.03418533504009247 (1, 1, 7680)
2026-04-30 19:25:58.516 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 chunk_tokens [[[1985  251  673 1850]
  [ 781  563  440  407]
  [1586 1396 1750 1614]
  [1532 1805  570 1847]
  [ 820 1921 1263  329]
  [1763  169  342  870]
  [ 338  364 1539 1376]
  [1569  787  694  609]
  [ 488  798 1191    3]
  [ 583 2019 1567  499]
  [1265  413  651  592]
  [1920  820  322 1466]
  [1329 1846 1252  913]
  [ 286  986  576  649]
  [ 795    2  129  595]
  [1066 1385  271  612]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:58.540 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 wav [[[-0.00221966 -0.00138947 -0.000929   ... -0.1126425  -0.1338531
   -0.13333385]]] -0.2866828441619873 -4.102538150618784e-05 0.053047213703393936 0.2836780846118927 (1, 1, 7680)
2026-04-30 19:25:58.540 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:25:58.540 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:25:58.540 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:58.540 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:25:58.540 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:25:58.548 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-9 vq [432] (1,) int64
2026-04-30 19:25:58.575 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-10 vq-rvq [[[ 432 1513  844 1935 1769 1323  747 1096  107  666 1051 1541 1954 1701
   1444  257]]] (1, 1, 16) int64
2026-04-30 19:25:58.583 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-10 vq [1566] (1,) int64
2026-04-30 19:25:58.610 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-11 vq-rvq [[[1566  118 1365   36 1490  687 1060  445 1749 1948  352 1957  317 1583
    615 1817]]] (1, 1, 16) int64
2026-04-30 19:25:58.618 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-11 vq [551] (1,) int64
2026-04-30 19:25:58.646 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-12 vq-rvq [[[ 551 1354   65 1625  177 1876  155  817 1336 1556  715  447  486 1383
    754  369]]] (1, 1, 16) int64
2026-04-30 19:25:58.654 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-12 vq [679] (1,) int64
2026-04-30 19:25:58.681 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-13 vq-rvq [[[ 679 1116  189  576 1178  964  793  351  350 1506   21  461  985 1369
    329  864]]] (1, 1, 16) int64
2026-04-30 19:25:58.689 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-13 vq [821] (1,) int64
2026-04-30 19:25:58.716 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-14 vq-rvq [[[ 821  631 1332 2000  341  501 1972 1233  167  463 1411 1572 1943  472
    626 1278]]] (1, 1, 16) int64
2026-04-30 19:25:58.724 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-14 vq [1265] (1,) int64
2026-04-30 19:25:58.751 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-15 vq-rvq [[[1265 1024   72  631  929 1040  873 1303 1930 1404  883 1049  164 1184
   1829 1314]]] (1, 1, 16) int64
2026-04-30 19:25:58.759 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-15 vq [1132] (1,) int64
2026-04-30 19:25:58.786 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-16 vq-rvq [[[1132  181    0  120 1965 1999  630 1176  573  851 1001 1372  878 2005
   1340 1047]]] (1, 1, 16) int64
2026-04-30 19:25:58.794 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-16 vq [1215] (1,) int64
2026-04-30 19:25:58.821 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-17 vq-rvq [[[1215 1013  318 1970  330  831  524 1123 1494  243  597  412 1997 1590
      7  833]]] (1, 1, 16) int64
2026-04-30 19:25:58.829 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-17 vq [1304] (1,) int64
2026-04-30 19:25:58.856 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-18 vq-rvq [[[1304 1403   98 1347  426 1146  864  976 1752   74  643  150  980 1736
   1018  718]]] (1, 1, 16) int64
2026-04-30 19:25:58.864 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-18 vq [1162] (1,) int64
2026-04-30 19:25:58.891 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-19 vq-rvq [[[1162  714 1269 1043  159 1462  650 1709 1723 1418  636   19  186 1355
   1165 1277]]] (1, 1, 16) int64
2026-04-30 19:25:58.899 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-19 vq [1363] (1,) int64
2026-04-30 19:25:58.925 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-20 vq-rvq [[[1363  328  606 1060  758  424 1332 1605  587  870 1019 1865  515  175
   1953  341]]] (1, 1, 16) int64
2026-04-30 19:25:58.933 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-20 vq [1947] (1,) int64
2026-04-30 19:25:58.960 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-21 vq-rvq [[[1947   32 1351  790  299 1159  676  898 1925  797  271 1561 1161 1074
    123 1165]]] (1, 1, 16) int64
2026-04-30 19:25:58.968 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-21 vq [2004] (1,) int64
2026-04-30 19:25:58.995 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-22 vq-rvq [[[2004 1517 1142 1302 1919  812 1083  883  640  410  539 1327 1036  894
   1066 1681]]] (1, 1, 16) int64
2026-04-30 19:25:59.003 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-22 vq [610] (1,) int64
2026-04-30 19:25:59.029 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-23 vq-rvq [[[ 610  201 1667 1861  650  897  857 1105 1707 1696 1669  545   77  578
    249  428]]] (1, 1, 16) int64
2026-04-30 19:25:59.037 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-23 vq [2150] (1,) int64
2026-04-30 19:25:59.037 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 chunk_tokens [[[ 603  432 1566  551]
  [1713 1513  118 1354]
  [  74  844 1365   65]
  [   7 1935   36 1625]
  [1771 1769 1490  177]
  [1121 1323  687 1876]
  [ 147  747 1060  155]
  [1890 1096  445  817]
  [ 194  107 1749 1336]
  [1143  666 1948 1556]
  [  86 1051  352  715]
  [  16 1541 1957  447]
  [ 950 1954  317  486]
  [ 590 1701 1583 1383]
  [1359 1444  615  754]
  [1680  257 1817  369]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:59.062 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 wav [[[-0.10775348 -0.05212127  0.0396859  ... -0.04563401 -0.03402565
   -0.03579839]]] -0.2528039216995239 0.00014185786130838096 0.08753377944231033 0.3491342067718506 (1, 1, 7680)
2026-04-30 19:25:59.062 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 chunk_tokens [[[ 679  821 1265 1132]
  [1116  631 1024  181]
  [ 189 1332   72    0]
  [ 576 2000  631  120]
  [1178  341  929 1965]
  [ 964  501 1040 1999]
  [ 793 1972  873  630]
  [ 351 1233 1303 1176]
  [ 350  167 1930  573]
  [1506  463 1404  851]
  [  21 1411  883 1001]
  [ 461 1572 1049 1372]
  [ 985 1943  164  878]
  [1369  472 1184 2005]
  [ 329  626 1829 1340]
  [ 864 1278 1314 1047]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:59.086 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 wav [[[-0.03745677 -0.02658239 -0.02583151 ... -0.0121026  -0.00580872
   -0.01895227]]] -0.3388431966304779 -5.873028840142069e-06 0.08189456164836884 0.3841433525085449 (1, 1, 7680)
2026-04-30 19:25:59.086 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 chunk_tokens [[[1215 1304 1162 1363]
  [1013 1403  714  328]
  [ 318   98 1269  606]
  [1970 1347 1043 1060]
  [ 330  426  159  758]
  [ 831 1146 1462  424]
  [ 524  864  650 1332]
  [1123  976 1709 1605]
  [1494 1752 1723  587]
  [ 243   74 1418  870]
  [ 597  643  636 1019]
  [ 412  150   19 1865]
  [1997  980  186  515]
  [1590 1736 1355  175]
  [   7 1018 1165 1953]
  [ 833  718 1277  341]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:59.110 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 wav [[[-0.0263972  -0.01400574 -0.01092716 ... -0.00139586  0.00422512
    0.00643334]]] -0.3704526722431183 2.6455960323801264e-05 0.08883234858512878 0.43402376770973206 (1, 1, 7680)
2026-04-30 19:25:59.110 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 chunk_tokens [[[1947 2004  610]
  [  32 1517  201]
  [1351 1142 1667]
  [ 790 1302 1861]
  [ 299 1919  650]
  [1159  812  897]
  [ 676 1083  857]
  [ 898  883 1105]
  [1925  640 1707]
  [ 797  410 1696]
  [ 271  539 1669]
  [1561 1327  545]
  [1161 1036   77]
  [1074  894  578]
  [ 123 1066  249]
  [1165 1681  428]]] (1, 16, 3) n_chunk_frames 3
2026-04-30 19:25:59.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 wav [[[ 0.00588865  0.00345067 -0.00066399 ...  0.00632556  0.00391393
    0.00175216]]] -0.1507491022348404 1.726094342302531e-05 0.0315101258456707 0.2467532902956009 (1, 1, 5760)
2026-04-30 19:25:59.176 [INFO] __main__: Synthesising: 'Если это происходит не мгновенно,'
2026-04-30 19:25:59.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment Е -> text_cache Е
2026-04-30 19:25:59.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:25:59.179 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list [array([[[-0.01531982, -0.01760864, -0.02178955, ...,  0.02804565,
          0.02838135,  0.02767944]]], shape=(1, 1, 7680), dtype=float32), array([[[0.02700806, 0.02609253, 0.02459717, ..., 0.02215576,
         0.02230835, 0.02636719]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.03475952,  0.03826904,  0.02764893, ...,  0.01647949,
         -0.01455688, -0.00036621]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00704956, -0.03173828, -0.06103516, ...,  0.00976562,
          0.01080322,  0.00741577]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00210571, -0.00189209, -0.00598145, ...,  0.0350647 ,
          0.03173828,  0.01358032]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00378418, -0.025177  , -0.04141235, ..., -0.00460815,
          0.00967407,  0.01904297]]], shape=(1, 1, 7680), dtype=float32), array([[[ 2.5421143e-02,  3.4332275e-02,  4.8004150e-02, ...,
          6.4086914e-04,  3.0517578e-05, -7.6293945e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.00106812, -0.00131226, -0.00180054, ..., -0.00238037,
         -0.00210571, -0.00195312]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00131226, -0.00048828, -0.00064087, ..., -0.12442017,
         -0.13143921, -0.15240479]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.17025757, -0.16925049, -0.14294434, ...,  0.00350952,
          0.00283813,  0.00177002]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00201416,  0.003479  ,  0.00323486, ..., -0.02636719,
         -0.02493286,  0.00787354]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.04818726,  0.05957031,  0.03213501, ..., -0.11203003,
         -0.09613037, -0.09103394]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.09631348, -0.10897827, -0.12399292, ..., -0.00085449,
         -0.00091553, -0.00048828]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.0000000e+00,  6.1035156e-05, -1.2207031e-04, ...,
          1.3381958e-01,  1.6635132e-01,  2.0919800e-01]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 2.3223877e-01,  2.0669556e-01,  1.3903809e-01, ...,
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      shape=(1, 1, 7680), dtype=float32), array([[[-9.1552734e-05, -6.1035156e-05, -3.0517578e-05, ...,
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          0.00062048,  0.0006307 ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00029411, -0.00040776, -0.00044942, ..., -0.02424868,
          0.02291245,  0.05937432]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.07660156,  0.07495726,  0.06135209, ..., -0.1206022 ,
         -0.12184623, -0.1139332 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10050648, -0.08953431, -0.07884923, ..., -0.01869578,
         -0.0167346 , -0.01763956]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2177158e-02, -6.4980479e-05,  1.2000869e-02, ...,
         -4.9953014e-03,  2.0064995e-02,  8.1494255e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03188938, -0.00509401,  0.04241933, ..., -0.09476525,
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         -0.00565482, -0.00478506]]], shape=(1, 1, 7680), dtype=float32), array([[[-4.7078328e-03,  7.2684824e-03,  2.4840837e-02, ...,
         -1.4027000e-05,  1.5263325e-04,  1.7792435e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[1.19311335e-04, 2.77099258e-04, 4.16864146e-04, ...,
         1.06179923e-05, 1.06252701e-05, 1.15810089e-05]]],
      shape=(1, 1, 3840), dtype=float32), array([[[ 1.2349803e-05,  1.2119761e-05,  2.1108619e-05, ...,
         -1.6870323e-01, -1.3621169e-01, -8.6433820e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03330091,  0.00856069,  0.03467582, ..., -0.04072727,
         -0.03181617, -0.00645593]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.01122023,  0.00413963, -0.00393783, ..., -0.00029461,
          0.00421931, -0.00251451]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.0154132 , -0.02377532, -0.02271089, ...,  0.02933036,
          0.023146  ,  0.01213897]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00091471, -0.01367491, -0.02537205, ..., -0.00178504,
          0.00290802,  0.00261759]]], shape=(1, 1, 7680), dtype=float32), array([[[-2.6994986e-03, -8.4007008e-04,  2.4883149e-03, ...,
          1.0968803e-05,  1.0850177e-05,  1.1066140e-05]]],
      shape=(1, 1, 1920), dtype=float32), array([[[-0.02139645, -0.0189162 , -0.01778135, ..., -0.00045287,
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         -0.1338531 , -0.13333385]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10775348, -0.05212127,  0.0396859 , ..., -0.04563401,
         -0.03402565, -0.03579839]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.03745677, -0.02658239, -0.02583151, ..., -0.0121026 ,
         -0.00580872, -0.01895227]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.0263972 , -0.01400574, -0.01092716, ..., -0.00139586,
          0.00422512,  0.00643334]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00588865,  0.00345067, -0.00066399, ...,  0.00632556,
          0.00391393,  0.00175216]]], shape=(1, 1, 5760), dtype=float32)] 37
2026-04-30 19:25:59.180 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history [-0.01531982 -0.01760864 -0.02178955 ...  0.00632556  0.00391393
  0.00175216] (270299,) float32
2026-04-30 19:25:59.180 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history_after cut_idx 11 [0.04818726 0.05957031 0.03213501 ... 0.00632556 0.00391393 0.00175216] (185819,) float32
2026-04-30 19:25:59.183 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list_after cut_idx 11 [array([[[ 0.04818726,  0.05957031,  0.03213501, ..., -0.11203003,
         -0.09613037, -0.09103394]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.09631348, -0.10897827, -0.12399292, ..., -0.00085449,
         -0.00091553, -0.00048828]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.0000000e+00,  6.1035156e-05, -1.2207031e-04, ...,
          1.3381958e-01,  1.6635132e-01,  2.0919800e-01]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 2.3223877e-01,  2.0669556e-01,  1.3903809e-01, ...,
         -1.8310547e-04, -1.5258789e-04, -9.1552734e-05]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-9.1552734e-05, -6.1035156e-05, -3.0517578e-05, ...,
          0.0000000e+00, -3.0517578e-05,  0.0000000e+00]]],
      shape=(1, 1, 5339), dtype=float32), array([[[-0.02130234, -0.01856662, -0.01710658, ...,  0.00041982,
          0.00062048,  0.0006307 ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00029411, -0.00040776, -0.00044942, ..., -0.02424868,
          0.02291245,  0.05937432]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.07660156,  0.07495726,  0.06135209, ..., -0.1206022 ,
         -0.12184623, -0.1139332 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10050648, -0.08953431, -0.07884923, ..., -0.01869578,
         -0.0167346 , -0.01763956]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2177158e-02, -6.4980479e-05,  1.2000869e-02, ...,
         -4.9953014e-03,  2.0064995e-02,  8.1494255e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03188938, -0.00509401,  0.04241933, ..., -0.09476525,
         -0.18832558, -0.23867904]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.2519588 , -0.24120857, -0.2249308 , ..., -0.00908731,
         -0.00565482, -0.00478506]]], shape=(1, 1, 7680), dtype=float32), array([[[-4.7078328e-03,  7.2684824e-03,  2.4840837e-02, ...,
         -1.4027000e-05,  1.5263325e-04,  1.7792435e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[1.19311335e-04, 2.77099258e-04, 4.16864146e-04, ...,
         1.06179923e-05, 1.06252701e-05, 1.15810089e-05]]],
      shape=(1, 1, 3840), dtype=float32), array([[[ 1.2349803e-05,  1.2119761e-05,  2.1108619e-05, ...,
         -1.6870323e-01, -1.3621169e-01, -8.6433820e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03330091,  0.00856069,  0.03467582, ..., -0.04072727,
         -0.03181617, -0.00645593]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.01122023,  0.00413963, -0.00393783, ..., -0.00029461,
          0.00421931, -0.00251451]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.0154132 , -0.02377532, -0.02271089, ...,  0.02933036,
          0.023146  ,  0.01213897]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00091471, -0.01367491, -0.02537205, ..., -0.00178504,
          0.00290802,  0.00261759]]], shape=(1, 1, 7680), dtype=float32), array([[[-2.6994986e-03, -8.4007008e-04,  2.4883149e-03, ...,
          1.0968803e-05,  1.0850177e-05,  1.1066140e-05]]],
      shape=(1, 1, 1920), dtype=float32), array([[[-0.02139645, -0.0189162 , -0.01778135, ..., -0.00045287,
         -0.00059633, -0.00165827]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00221966, -0.00138947, -0.000929  , ..., -0.1126425 ,
         -0.1338531 , -0.13333385]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10775348, -0.05212127,  0.0396859 , ..., -0.04563401,
         -0.03402565, -0.03579839]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.03745677, -0.02658239, -0.02583151, ..., -0.0121026 ,
         -0.00580872, -0.01895227]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.0263972 , -0.01400574, -0.01092716, ..., -0.00139586,
          0.00422512,  0.00643334]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00588865,  0.00345067, -0.00066399, ...,  0.00632556,
          0.00391393,  0.00175216]]], shape=(1, 1, 5760), dtype=float32)] 26
2026-04-30 19:25:59.183 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:25:59.255 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[ 0.04367745  0.0921593  -0.08114579 ...  0.15368369  0.03052648
    0.08212201]]] (1, 1, 1024)
2026-04-30 19:25:59.255 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:25:59.256 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:25:59.256 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:25:59.256 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [ 0.04367745  0.0921593  -0.08114579 ...  0.15368369  0.03052648
    0.08212201]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:25:59.256 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:25:59.257 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:25:59.257 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:25:59.257 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:25:59.257 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:25:59.258 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:25:59.258 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:25:59.258 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [ 0.04845563  0.08835331 -0.08284196 ...  0.14439934  0.03208176
    0.08636349]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:25:59.259 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [ 4.8455633e-02  8.8353314e-02 -8.2841955e-02 ...  1.4439934e-01
    3.2081764e-02  8.6363487e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:25:59.304 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=42; step_idx=42
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill cont done; talker_seq_len=42; step_idx=42
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache Ес
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment л -> text_cache Есл
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache Если
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.343 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache Если 
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment э -> text_cache Если э
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache Если эт
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache Если это
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache Если это 
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment п -> text_cache Если это п
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment р -> text_cache Если это пр
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache Если это про
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache Если это прои
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache Если это проис
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment х -> text_cache Если это происх
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache Если это происхо
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment д -> text_cache Если это происход
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache Если это происходи
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache Если это происходит
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache Если это происходит 
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache Если это происходит н
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache Если это происходит не
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache Если это происходит не 
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment м -> text_cache Если это происходит не м
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache Если это происходит не мг
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache Если это происходит не мгн
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache Если это происходит не мгно
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment в -> text_cache Если это происходит не мгнов
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache Если это происходит не мгнове
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache Если это происходит не мгновен
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache Если это происходит не мгновенн
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache Если это происходит не мгновенно
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['Если это происходит не '] 23
Qwen3TTSProcessor __call__ text ['Если это происходит не ']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[ 55091,  32202,  67879, 136830,  18658,    220]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1]])}
2026-04-30 19:25:59.345 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[ 55091,  32202,  67879, 136830,  18658,    220]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1]])}
2026-04-30 19:25:59.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[ 55091  32202  67879 136830  18658    220]] (1, 6)
2026-04-30 19:25:59.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[ 55091  32202  67879 136830  18658    220]] (1, 6)
2026-04-30 19:25:59.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment Если это происходит не  23 -> tokenized_segment [np.int64(55091), np.int64(32202), np.int64(67879), np.int64(136830), np.int64(18658), np.int64(220)] 6
2026-04-30 19:25:59.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(55091), np.int64(32202), np.int64(67879), np.int64(136830), np.int64(18658), np.int64(220)]
2026-04-30 19:25:59.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(55091), np.int64(32202), np.int64(67879), np.int64(136830), np.int64(18658), np.int64(220)] 6
2026-04-30 19:25:59.346 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 55091 -> pending_tokens [np.int64(32202), np.int64(67879), np.int64(136830), np.int64(18658), np.int64(220)] 5
2026-04-30 19:25:59.354 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-42 vq [1221] (1,) int64
2026-04-30 19:25:59.381 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-43 vq-rvq [[[1221 1026 1890  308 1532  678 1353  147  750 1772  282  905  366 1437
    145  166]]] (1, 1, 16) int64
2026-04-30 19:25:59.381 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 32202 -> pending_tokens [np.int64(67879), np.int64(136830), np.int64(18658), np.int64(220)] 4
2026-04-30 19:25:59.389 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-43 vq [210] (1,) int64
2026-04-30 19:25:59.417 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-44 vq-rvq [[[ 210 1184 1974 1382  427   74 1456  848  195   76 1522   31  588  671
    512  850]]] (1, 1, 16) int64
2026-04-30 19:25:59.417 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 67879 -> pending_tokens [np.int64(136830), np.int64(18658), np.int64(220)] 3
2026-04-30 19:25:59.425 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-44 vq [1494] (1,) int64
2026-04-30 19:25:59.453 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-45 vq-rvq [[[1494  689 1062 1503  360 1143  242 1238  236  122 1449 1461  501  126
    566  297]]] (1, 1, 16) int64
2026-04-30 19:25:59.453 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 136830 -> pending_tokens [np.int64(18658), np.int64(220)] 2
2026-04-30 19:25:59.461 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-45 vq [964] (1,) int64
2026-04-30 19:25:59.488 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-46 vq-rvq [[[ 964 1231 1955 1258 2036 1514  955 1727  885 1487 1034 1555  745 2040
    299 1266]]] (1, 1, 16) int64
2026-04-30 19:25:59.488 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 18658 -> pending_tokens [np.int64(220)] 1
2026-04-30 19:25:59.496 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-46 vq [1083] (1,) int64
2026-04-30 19:25:59.524 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-47 vq-rvq [[[1083 1806 1104  404  250  212  523 1393 1886 1347  373  828  802  629
     58 1557]]] (1, 1, 16) int64
2026-04-30 19:25:59.524 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 220 -> pending_tokens [] 0
2026-04-30 19:25:59.532 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-47 vq [1932] (1,) int64
2026-04-30 19:25:59.558 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-48 vq-rvq [[[1932 1698  349   71 1810  681  799 1316 1819 1021 2002  669 1540  587
   1688 1759]]] (1, 1, 16) int64
2026-04-30 19:25:59.559 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-23 chunk_tokens [[[1221  210 1494  964]
  [1026 1184  689 1231]
  [1890 1974 1062 1955]
  [ 308 1382 1503 1258]
  [1532  427  360 2036]
  [ 678   74 1143 1514]
  [1353 1456  242  955]
  [ 147  848 1238 1727]
  [ 750  195  236  885]
  [1772   76  122 1487]
  [ 282 1522 1449 1034]
  [ 905   31 1461 1555]
  [ 366  588  501  745]
  [1437  671  126 2040]
  [ 145  512  566  299]
  [ 166  850  297 1266]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:59.583 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-23 wav [[[ 0.0010756   0.00117576  0.00123106 ... -0.04100708 -0.0458885
   -0.04321691]]] -0.09460076689720154 3.915204797522165e-05 0.01097010262310505 0.10221011191606522 (1, 1, 7680)
2026-04-30 19:25:59.583 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment , -> text_cache мгновенно,
2026-04-30 19:25:59.583 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['мгновенно,'] 10
Qwen3TTSProcessor __call__ text ['мгновенно,']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[  6442,  15390,  46705, 124448,     11]]), 'attention_mask': array([[1, 1, 1, 1, 1]])}
2026-04-30 19:25:59.583 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[  6442,  15390,  46705, 124448,     11]]), 'attention_mask': array([[1, 1, 1, 1, 1]])}
2026-04-30 19:25:59.583 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[  6442  15390  46705 124448     11]] (1, 5)
2026-04-30 19:25:59.584 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[  6442  15390  46705 124448     11]] (1, 5)
2026-04-30 19:25:59.584 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment мгновенно, 10 -> tokenized_segment [np.int64(6442), np.int64(15390), np.int64(46705), np.int64(124448), np.int64(11)] 5
2026-04-30 19:25:59.584 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(6442), np.int64(15390), np.int64(46705), np.int64(124448), np.int64(11)]
2026-04-30 19:25:59.584 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.584 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(6442), np.int64(15390), np.int64(46705), np.int64(124448), np.int64(11)] 5
2026-04-30 19:25:59.584 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 6442 -> pending_tokens [np.int64(15390), np.int64(46705), np.int64(124448), np.int64(11)] 4
2026-04-30 19:25:59.592 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-48 vq [1785] (1,) int64
2026-04-30 19:25:59.619 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-49 vq-rvq [[[1785  922 1304 1294  365 1930 1931 2015  205 1694  246  863 1104  841
    239  156]]] (1, 1, 16) int64
2026-04-30 19:25:59.619 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 15390 -> pending_tokens [np.int64(46705), np.int64(124448), np.int64(11)] 3
2026-04-30 19:25:59.627 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-49 vq [1209] (1,) int64
2026-04-30 19:25:59.655 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-50 vq-rvq [[[1209  171 1926 1078  883 1696  896  727 1162 1659   85 1185  101  421
    781 1882]]] (1, 1, 16) int64
2026-04-30 19:25:59.655 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 46705 -> pending_tokens [np.int64(124448), np.int64(11)] 2
2026-04-30 19:25:59.663 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-50 vq [1917] (1,) int64
2026-04-30 19:25:59.690 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-51 vq-rvq [[[1917   53 1520 1049  327  917  108 1955  366  354 1278   99  734 2021
   1469   59]]] (1, 1, 16) int64
2026-04-30 19:25:59.690 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 124448 -> pending_tokens [np.int64(11)] 1
2026-04-30 19:25:59.698 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-51 vq [1460] (1,) int64
2026-04-30 19:25:59.726 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-52 vq-rvq [[[1460 1321  725 1366  936  685 1087 1513  833 1284  887 1580 1737 1858
   1839  625]]] (1, 1, 16) int64
2026-04-30 19:25:59.726 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 11 -> pending_tokens [] 0
2026-04-30 19:25:59.734 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-52 vq [129] (1,) int64
2026-04-30 19:25:59.761 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-53 vq-rvq [[[ 129 1709  120  871   67 1542  453 1787  421  259 1645 1131  310  700
    733 1444]]] (1, 1, 16) int64
2026-04-30 19:25:59.761 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-27 chunk_tokens [[[1083 1932 1785 1209]
  [1806 1698  922  171]
  [1104  349 1304 1926]
  [ 404   71 1294 1078]
  [ 250 1810  365  883]
  [ 212  681 1930 1696]
  [ 523  799 1931  896]
  [1393 1316 2015  727]
  [1886 1819  205 1162]
  [1347 1021 1694 1659]
  [ 373 2002  246   85]
  [ 828  669  863 1185]
  [ 802 1540 1104  101]
  [ 629  587  841  421]
  [  58 1688  239  781]
  [1557 1759  156 1882]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:59.785 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-27 wav [[[-0.05036464 -0.03583061 -0.00757636 ...  0.05205004  0.01185071
   -0.03961121]]] -0.36656999588012695 -3.813831790466793e-05 0.10111234337091446 0.3662589490413666 (1, 1, 7680)
2026-04-30 19:25:59.785 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:25:59.785 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:25:59.785 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:25:59.785 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:25:59.786 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:25:59.793 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-53 vq [720] (1,) int64
2026-04-30 19:25:59.820 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-54 vq-rvq [[[ 720 1183    1  289  525 1030  342 1728   23 1052  627  824  507 1306
    986 1273]]] (1, 1, 16) int64
2026-04-30 19:25:59.820 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-31 chunk_tokens [[[1917 1460  129  720]
  [  53 1321 1709 1183]
  [1520  725  120    1]
  [1049 1366  871  289]
  [ 327  936   67  525]
  [ 917  685 1542 1030]
  [ 108 1087  453  342]
  [1955 1513 1787 1728]
  [ 366  833  421   23]
  [ 354 1284  259 1052]
  [1278  887 1645  627]
  [  99 1580 1131  824]
  [ 734 1737  310  507]
  [2021 1858  700 1306]
  [1469 1839  733  986]
  [  59  625 1444 1273]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:25:59.845 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-31 wav [[[-0.08307496 -0.11176797 -0.1242267  ... -0.00193561  0.005123
    0.0037974 ]]] -0.2764914035797119 5.477688682731241e-05 0.06263019889593124 0.3027763068675995 (1, 1, 7680)
2026-04-30 19:25:59.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-54 vq [1041] (1,) int64
2026-04-30 19:25:59.879 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-55 vq-rvq [[[1041  265 1891 1914  222  232 1531 1885 1029 1211  905  556  171 1073
   1403 1007]]] (1, 1, 16) int64
2026-04-30 19:25:59.887 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-55 vq [339] (1,) int64
2026-04-30 19:25:59.914 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-56 vq-rvq [[[ 339 1971 1436 1631  477   15 1466 1779 1709  538  525  191 1054 1160
    766 1207]]] (1, 1, 16) int64
2026-04-30 19:25:59.922 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-56 vq [1249] (1,) int64
2026-04-30 19:25:59.949 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-57 vq-rvq [[[1249  411 1545 1616 1062  717 1705  421 1286  143 1203  359  885  616
   1033 1564]]] (1, 1, 16) int64
2026-04-30 19:25:59.957 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-57 vq [156] (1,) int64
2026-04-30 19:25:59.984 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-58 vq-rvq [[[ 156  304  359 1040  992 1087 1099  113  289 1884 1015  546  106 1586
   1043   88]]] (1, 1, 16) int64
2026-04-30 19:25:59.992 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-58 vq [1875] (1,) int64
2026-04-30 19:26:00.018 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-59 vq-rvq [[[1875  337 1012   18 1120 1949 1411 1302 1350  677  674 1014   21 1196
   1362  434]]] (1, 1, 16) int64
2026-04-30 19:26:00.026 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-59 vq [1772] (1,) int64
2026-04-30 19:26:00.053 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-60 vq-rvq [[[1772  559  499 1788  591  446 1457  377  102   62  716  194  637 1734
    287  103]]] (1, 1, 16) int64
2026-04-30 19:26:00.061 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-60 vq [689] (1,) int64
2026-04-30 19:26:00.088 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-61 vq-rvq [[[ 689  633  702  657  479  134 1435 1547  878 1283 1297  610  414 1342
   1461 1396]]] (1, 1, 16) int64
2026-04-30 19:26:00.096 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-61 vq [502] (1,) int64
2026-04-30 19:26:00.123 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-62 vq-rvq [[[ 502  672  390   68 1863 1632  780  520 1989  334  169  342  982  994
    807  891]]] (1, 1, 16) int64
2026-04-30 19:26:00.131 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-62 vq [1002] (1,) int64
2026-04-30 19:26:00.158 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-63 vq-rvq [[[1002  669  578 1462 1360  312   73  964  882  475 1493 1240 1142 1319
    446 1922]]] (1, 1, 16) int64
2026-04-30 19:26:00.166 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-63 vq [1907] (1,) int64
2026-04-30 19:26:00.193 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-64 vq-rvq [[[1907 1588 1302   52 1987 1303 1989  149 1049 1247  703 1844   40  520
    851 1498]]] (1, 1, 16) int64
2026-04-30 19:26:00.201 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-64 vq [1656] (1,) int64
2026-04-30 19:26:00.227 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-65 vq-rvq [[[1656   30 1238  621 1683  291   75  563  973  149 1691  217  867 1223
   1481  858]]] (1, 1, 16) int64
2026-04-30 19:26:00.235 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-65 vq [348] (1,) int64
2026-04-30 19:26:00.262 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-66 vq-rvq [[[ 348 1915 1476  819 1468    1 2036  995  894  375 2001 1333 1091  707
   1699 1964]]] (1, 1, 16) int64
2026-04-30 19:26:00.270 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-66 vq [906] (1,) int64
2026-04-30 19:26:00.297 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-67 vq-rvq [[[ 906 1924 1085 1442 1671  343  312 1556  136  272 1289  613 1150   84
   1584 1462]]] (1, 1, 16) int64
2026-04-30 19:26:00.305 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-67 vq [1126] (1,) int64
2026-04-30 19:26:00.332 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-68 vq-rvq [[[1126 1363 1906 1497  475  654  667  395  701 1653 1566  677   75  321
    742 1225]]] (1, 1, 16) int64
2026-04-30 19:26:00.340 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-68 vq [1621] (1,) int64
2026-04-30 19:26:00.367 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-69 vq-rvq [[[1621 1174 1406 1613   38  153   32  317 1787 1457  442 1667   41 1218
    128 1289]]] (1, 1, 16) int64
2026-04-30 19:26:00.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-69 vq [841] (1,) int64
2026-04-30 19:26:00.402 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-70 vq-rvq [[[ 841 1389   88 1544 1331 1579  305 1644  256 1204  773 1022  453   68
    729 1508]]] (1, 1, 16) int64
2026-04-30 19:26:00.411 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-70 vq [422] (1,) int64
2026-04-30 19:26:00.438 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-71 vq-rvq [[[ 422 1768  816 1597 1721  963  226 1386  124 2009 1425  265 1878  552
     27  742]]] (1, 1, 16) int64
2026-04-30 19:26:00.446 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-71 vq [396] (1,) int64
2026-04-30 19:26:00.473 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-72 vq-rvq [[[ 396  183  290 2002 1107 1490  822   42  302 1662 1437  902  832  294
    791 1159]]] (1, 1, 16) int64
2026-04-30 19:26:00.481 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-72 vq [832] (1,) int64
2026-04-30 19:26:00.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-73 vq-rvq [[[ 832  552  626 1350 1752  341 1689 1514  216  418  997  392  144  823
    841  403]]] (1, 1, 16) int64
2026-04-30 19:26:00.517 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-73 vq [1764] (1,) int64
2026-04-30 19:26:00.544 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-74 vq-rvq [[[1764  359  514 1431  325 1338 1556  636  367 1697 1063  450 1109  565
    770  179]]] (1, 1, 16) int64
2026-04-30 19:26:00.552 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-74 vq [1928] (1,) int64
2026-04-30 19:26:00.579 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-75 vq-rvq [[[1928   28  735 1053  916 1787  661  606  985  182 1515  603 1685 1472
   1744  755]]] (1, 1, 16) int64
2026-04-30 19:26:00.587 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-75 vq [1115] (1,) int64
2026-04-30 19:26:00.614 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-76 vq-rvq [[[1115  155   82  671 1238  162  225  981  431  252 1404  218   71  918
    784  157]]] (1, 1, 16) int64
2026-04-30 19:26:00.622 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-76 vq [21] (1,) int64
2026-04-30 19:26:00.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-77 vq-rvq [[[  21  299  571  489 1130 1742 1056 1497 1706 1537  114  980  872  284
    254 1843]]] (1, 1, 16) int64
2026-04-30 19:26:00.658 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-77 vq [1906] (1,) int64
2026-04-30 19:26:00.684 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-78 vq-rvq [[[1906 1654 1762 1483 1134  631 1116  835  755 1751  813 1739   93   81
   1842  593]]] (1, 1, 16) int64
2026-04-30 19:26:00.692 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-78 vq [870] (1,) int64
2026-04-30 19:26:00.719 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-79 vq-rvq [[[ 870 1465 1030  311 2002  143  350 1490 1313 1081  951   95  300  536
    693 2039]]] (1, 1, 16) int64
2026-04-30 19:26:00.727 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-79 vq [447] (1,) int64
2026-04-30 19:26:00.754 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-80 vq-rvq [[[ 447 1302  465 1712  935  221 1817  770  166 1747   36  840 1403    1
    577  678]]] (1, 1, 16) int64
2026-04-30 19:26:00.762 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-80 vq [602] (1,) int64
2026-04-30 19:26:00.789 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-81 vq-rvq [[[ 602 1329  634 1484  476 1992  480 1436 1758  390 1696  794 1427  106
    716 1658]]] (1, 1, 16) int64
2026-04-30 19:26:00.797 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-81 vq [2150] (1,) int64
2026-04-30 19:26:00.797 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-35 chunk_tokens [[[1041  339 1249  156]
  [ 265 1971  411  304]
  [1891 1436 1545  359]
  [1914 1631 1616 1040]
  [ 222  477 1062  992]
  [ 232   15  717 1087]
  [1531 1466 1705 1099]
  [1885 1779  421  113]
  [1029 1709 1286  289]
  [1211  538  143 1884]
  [ 905  525 1203 1015]
  [ 556  191  359  546]
  [ 171 1054  885  106]
  [1073 1160  616 1586]
  [1403  766 1033 1043]
  [1007 1207 1564   88]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:00.821 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-35 wav [[[-0.00899126 -0.00369494  0.00981118 ... -0.00399455 -0.00319744
   -0.00289368]]] -0.278908371925354 4.246875687385909e-05 0.07475152611732483 0.38985109329223633 (1, 1, 7680)
2026-04-30 19:26:00.822 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-39 chunk_tokens [[[1875 1772  689  502]
  [ 337  559  633  672]
  [1012  499  702  390]
  [  18 1788  657   68]
  [1120  591  479 1863]
  [1949  446  134 1632]
  [1411 1457 1435  780]
  [1302  377 1547  520]
  [1350  102  878 1989]
  [ 677   62 1283  334]
  [ 674  716 1297  169]
  [1014  194  610  342]
  [  21  637  414  982]
  [1196 1734 1342  994]
  [1362  287 1461  807]
  [ 434  103 1396  891]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:00.846 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-39 wav [[[-0.00285673 -0.0034839  -0.00415278 ...  0.00778646  0.00595145
   -0.0043805 ]]] -0.2765483260154724 9.143220268015284e-06 0.06062217429280281 0.3825187683105469 (1, 1, 7680)
2026-04-30 19:26:00.846 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-43 chunk_tokens [[[1002 1907 1656  348]
  [ 669 1588   30 1915]
  [ 578 1302 1238 1476]
  [1462   52  621  819]
  [1360 1987 1683 1468]
  [ 312 1303  291    1]
  [  73 1989   75 2036]
  [ 964  149  563  995]
  [ 882 1049  973  894]
  [ 475 1247  149  375]
  [1493  703 1691 2001]
  [1240 1844  217 1333]
  [1142   40  867 1091]
  [1319  520 1223  707]
  [ 446  851 1481 1699]
  [1922 1498  858 1964]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:00.870 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-43 wav [[[-0.01552802 -0.01487012 -0.01219678 ... -0.00294759  0.00343194
    0.0008437 ]]] -0.2960159182548523 2.2809199435869232e-05 0.0668618455529213 0.3031485974788666 (1, 1, 7680)
2026-04-30 19:26:00.870 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-47 chunk_tokens [[[ 906 1126 1621  841]
  [1924 1363 1174 1389]
  [1085 1906 1406   88]
  [1442 1497 1613 1544]
  [1671  475   38 1331]
  [ 343  654  153 1579]
  [ 312  667   32  305]
  [1556  395  317 1644]
  [ 136  701 1787  256]
  [ 272 1653 1457 1204]
  [1289 1566  442  773]
  [ 613  677 1667 1022]
  [1150   75   41  453]
  [  84  321 1218   68]
  [1584  742  128  729]
  [1462 1225 1289 1508]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:00.894 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-47 wav [[[-0.00404704  0.00067246  0.00399263 ...  0.09798931  0.20872854
    0.2311011 ]]] -0.25243639945983887 5.265988875180483e-05 0.049168795347213745 0.2518003284931183 (1, 1, 7680)
2026-04-30 19:26:00.895 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-51 chunk_tokens [[[ 422  396  832 1764]
  [1768  183  552  359]
  [ 816  290  626  514]
  [1597 2002 1350 1431]
  [1721 1107 1752  325]
  [ 963 1490  341 1338]
  [ 226  822 1689 1556]
  [1386   42 1514  636]
  [ 124  302  216  367]
  [2009 1662  418 1697]
  [1425 1437  997 1063]
  [ 265  902  392  450]
  [1878  832  144 1109]
  [ 552  294  823  565]
  [  27  791  841  770]
  [ 742 1159  403  179]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:00.919 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-51 wav [[[ 0.14216125  0.06682034  0.02212509 ...  0.06106113  0.00223079
   -0.05518628]]] -0.25642016530036926 -4.215189164824551e-06 0.07405433058738708 0.3941096067428589 (1, 1, 7680)
2026-04-30 19:26:00.919 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-55 chunk_tokens [[[1928 1115   21 1906]
  [  28  155  299 1654]
  [ 735   82  571 1762]
  [1053  671  489 1483]
  [ 916 1238 1130 1134]
  [1787  162 1742  631]
  [ 661  225 1056 1116]
  [ 606  981 1497  835]
  [ 985  431 1706  755]
  [ 182  252 1537 1751]
  [1515 1404  114  813]
  [ 603  218  980 1739]
  [1685   71  872   93]
  [1472  918  284   81]
  [1744  784  254 1842]
  [ 755  157 1843  593]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:00.943 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-55 wav [[[-0.10738115 -0.11622868 -0.06752186 ...  0.03509749  0.03198082
    0.02877127]]] -0.2850886285305023 6.992658745730296e-05 0.08521004766225815 0.39866259694099426 (1, 1, 7680)
2026-04-30 19:26:00.943 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-59 chunk_tokens [[[ 870  447  602]
  [1465 1302 1329]
  [1030  465  634]
  [ 311 1712 1484]
  [2002  935  476]
  [ 143  221 1992]
  [ 350 1817  480]
  [1490  770 1436]
  [1313  166 1758]
  [1081 1747  390]
  [ 951   36 1696]
  [  95  840  794]
  [ 300 1403 1427]
  [ 536    1  106]
  [ 693  577  716]
  [2039  678 1658]]] (1, 16, 3) n_chunk_frames 3
2026-04-30 19:26:00.974 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-59 wav [[[2.69281808e-02 2.77648699e-02 3.07107549e-02 ... 1.15126495e-05
   1.21511912e-05 1.15567072e-05]]] -0.09340479224920273 -3.71767018805258e-05 0.025410572066903114 0.0996907576918602 (1, 1, 5760)
2026-04-30 19:26:00.974 [INFO] src.inference.qwen3_tts_inferencer_onnx: reset_turn reset_generation_state step-idx-82
2026-04-30 19:26:00.992 [INFO] __main__: Synthesising: 'то теряется эффект живого общения.'
2026-04-30 19:26:00.992 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache т
2026-04-30 19:26:00.992 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:26:00.992 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:26:01.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]]] (1, 1, 1024)
2026-04-30 19:26:01.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:26:01.072 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:26:01.072 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:26:01.072 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:26:01.072 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:01.073 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:01.073 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:26:01.073 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:26:01.074 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:26:01.074 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:26:01.074 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:26:01.074 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [-0.02064589  0.05184897  0.01909059 ...  0.2070941   0.06416605
    0.09115074]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:26:01.075 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [-2.0645889e-02  5.1848970e-02  1.9090585e-02 ...  2.0709410e-01
    6.4166047e-02  9.1150738e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:26:01.118 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=9; step_idx=0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache то
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache то 
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache то т
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache то те
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment р -> text_cache то тер
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment я -> text_cache то теря
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache то теряе
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache то теряет
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache то теряетс
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment я -> text_cache то теряется
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache то теряется 
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment э -> text_cache то теряется э
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ф -> text_cache то теряется эф
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ф -> text_cache то теряется эфф
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache то теряется эффе
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment к -> text_cache то теряется эффек
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache то теряется эффект
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache то теряется эффект 
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.119 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ж -> text_cache то теряется эффект ж
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache то теряется эффект жи
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment в -> text_cache то теряется эффект жив
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache то теряется эффект живо
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache то теряется эффект живог
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache то теряется эффект живого
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache то теряется эффект живого 
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache то теряется эффект живого о
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment б -> text_cache то теряется эффект живого об
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment щ -> text_cache то теряется эффект живого общ
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache то теряется эффект живого обще
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache то теряется эффект живого общен
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache то теряется эффект живого общени
2026-04-30 19:26:01.120 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['то теряется эффект живого '] 26
Qwen3TTSProcessor __call__ text ['то теряется эффект живого ']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[ 24634, 135010,   4235,  49719, 132716,  29556, 134030,  22107,
           220]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:01.121 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[ 24634, 135010,   4235,  49719, 132716,  29556, 134030,  22107,
           220]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:01.121 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[ 24634 135010   4235  49719 132716  29556 134030  22107    220]] (1, 9)
2026-04-30 19:26:01.121 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[ 24634 135010   4235  49719 132716  29556 134030  22107    220]] (1, 9)
2026-04-30 19:26:01.121 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment то теряется эффект живого  26 -> tokenized_segment [np.int64(24634), np.int64(135010), np.int64(4235), np.int64(49719), np.int64(132716), np.int64(29556), np.int64(134030), np.int64(22107), np.int64(220)] 9
2026-04-30 19:26:01.121 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(24634), np.int64(135010), np.int64(4235), np.int64(49719), np.int64(132716), np.int64(29556), np.int64(134030), np.int64(22107), np.int64(220)]
2026-04-30 19:26:01.121 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.121 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(24634), np.int64(135010), np.int64(4235), np.int64(49719), np.int64(132716), np.int64(29556), np.int64(134030), np.int64(22107), np.int64(220)] 9
2026-04-30 19:26:01.121 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 24634 -> pending_tokens [np.int64(135010), np.int64(4235), np.int64(49719), np.int64(132716), np.int64(29556), np.int64(134030), np.int64(22107), np.int64(220)] 8
2026-04-30 19:26:01.129 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-0 vq [1995] (1,) int64
2026-04-30 19:26:01.156 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-1 vq-rvq [[[1995 1159    0   22 2015  407  641 2008 1058  844  743 1603  706 1759
   1772 1435]]] (1, 1, 16) int64
2026-04-30 19:26:01.156 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 135010 -> pending_tokens [np.int64(4235), np.int64(49719), np.int64(132716), np.int64(29556), np.int64(134030), np.int64(22107), np.int64(220)] 7
2026-04-30 19:26:01.164 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-1 vq [215] (1,) int64
2026-04-30 19:26:01.190 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-2 vq-rvq [[[ 215 1009 1093  310 1531  785 1751 1215 1304  905 1265 1382  783  781
     82  803]]] (1, 1, 16) int64
2026-04-30 19:26:01.191 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 4235 -> pending_tokens [np.int64(49719), np.int64(132716), np.int64(29556), np.int64(134030), np.int64(22107), np.int64(220)] 6
2026-04-30 19:26:01.199 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-2 vq [212] (1,) int64
2026-04-30 19:26:01.225 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-3 vq-rvq [[[ 212 1134  730 1884 1430  698  274 1814 1728   38 1076  362  527 1529
   1213 1668]]] (1, 1, 16) int64
2026-04-30 19:26:01.225 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 49719 -> pending_tokens [np.int64(132716), np.int64(29556), np.int64(134030), np.int64(22107), np.int64(220)] 5
2026-04-30 19:26:01.233 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-3 vq [1181] (1,) int64
2026-04-30 19:26:01.260 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-4 vq-rvq [[[1181 1722 1096 1458  243 1093   20 1902  930 2030  223  990  996 2027
   1008  901]]] (1, 1, 16) int64
2026-04-30 19:26:01.260 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 132716 -> pending_tokens [np.int64(29556), np.int64(134030), np.int64(22107), np.int64(220)] 4
2026-04-30 19:26:01.268 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-4 vq [462] (1,) int64
2026-04-30 19:26:01.294 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-5 vq-rvq [[[ 462  284 1758  371 1210  406   55 1034  480 1584  255  146  729 1484
    586 1978]]] (1, 1, 16) int64
2026-04-30 19:26:01.294 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 29556 -> pending_tokens [np.int64(134030), np.int64(22107), np.int64(220)] 3
2026-04-30 19:26:01.302 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-5 vq [1225] (1,) int64
2026-04-30 19:26:01.329 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-6 vq-rvq [[[1225 1534  373 1579 1286  601  206 1639  173   37  683   53  865 1556
    135  819]]] (1, 1, 16) int64
2026-04-30 19:26:01.329 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 134030 -> pending_tokens [np.int64(22107), np.int64(220)] 2
2026-04-30 19:26:01.337 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-6 vq [628] (1,) int64
2026-04-30 19:26:01.364 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-7 vq-rvq [[[ 628  535  379 1374  645  161 1628 1218  627  860 1753  419 1304  637
   1926  536]]] (1, 1, 16) int64
2026-04-30 19:26:01.364 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 22107 -> pending_tokens [np.int64(220)] 1
2026-04-30 19:26:01.372 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-7 vq [606] (1,) int64
2026-04-30 19:26:01.398 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-8 vq-rvq [[[ 606  940 1515 1822   70  745 1920  609  539 1185 1050 1869  503 1727
    821 1169]]] (1, 1, 16) int64
2026-04-30 19:26:01.398 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 220 -> pending_tokens [] 0
2026-04-30 19:26:01.406 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-8 vq [828] (1,) int64
2026-04-30 19:26:01.433 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-9 vq-rvq [[[ 828 1894  396  509  515  940 1416 1198  415  741  587 1989 1165 1918
    115 1532]]] (1, 1, 16) int64
2026-04-30 19:26:01.433 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 chunk_tokens [[[1995  215  212 1181]
  [1159 1009 1134 1722]
  [   0 1093  730 1096]
  [  22  310 1884 1458]
  [2015 1531 1430  243]
  [ 407  785  698 1093]
  [ 641 1751  274   20]
  [2008 1215 1814 1902]
  [1058 1304 1728  930]
  [ 844  905   38 2030]
  [ 743 1265 1076  223]
  [1603 1382  362  990]
  [ 706  783  527  996]
  [1759  781 1529 2027]
  [1772   82 1213 1008]
  [1435  803 1668  901]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:01.458 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 wav [[[-2.0247478e-02 -1.6132748e-02 -1.4229195e-02 ...  1.1977663e-05
    1.1495073e-05  1.2644601e-05]]] -0.020247478038072586 -5.6528027926106006e-05 0.0009806811576709151 0.005252548027783632 (1, 1, 7680)
2026-04-30 19:26:01.458 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 chunk_tokens [[[ 462 1225  628  606]
  [ 284 1534  535  940]
  [1758  373  379 1515]
  [ 371 1579 1374 1822]
  [1210 1286  645   70]
  [ 406  601  161  745]
  [  55  206 1628 1920]
  [1034 1639 1218  609]
  [ 480  173  627  539]
  [1584   37  860 1185]
  [ 255  683 1753 1050]
  [ 146   53  419 1869]
  [ 729  865 1304  503]
  [1484 1556  637 1727]
  [ 586  135 1926  821]
  [1978  819  536 1169]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:01.482 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 wav [[[ 1.2498698e-05  1.2433531e-05  1.1404698e-05 ... -5.8077216e-02
   -5.1980902e-02 -5.0722528e-02]]] -0.2770718038082123 -0.00012726392014883459 0.06354878842830658 0.25196802616119385 (1, 1, 7680)
2026-04-30 19:26:01.482 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment я -> text_cache общения
2026-04-30 19:26:01.482 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.482 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:01.482 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment . -> text_cache общения.
2026-04-30 19:26:01.482 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['общения.'] 8
Qwen3TTSProcessor __call__ text ['общения.']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[54157, 18492,    13]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:01.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[54157, 18492,    13]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:01.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[54157 18492    13]] (1, 3)
2026-04-30 19:26:01.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[54157 18492    13]] (1, 3)
2026-04-30 19:26:01.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment общения. 8 -> tokenized_segment [np.int64(54157), np.int64(18492), np.int64(13)] 3
2026-04-30 19:26:01.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(54157), np.int64(18492), np.int64(13)]
2026-04-30 19:26:01.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(54157), np.int64(18492), np.int64(13)] 3
2026-04-30 19:26:01.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 54157 -> pending_tokens [np.int64(18492), np.int64(13)] 2
2026-04-30 19:26:01.491 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-9 vq [266] (1,) int64
2026-04-30 19:26:01.518 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-10 vq-rvq [[[ 266  171 1379    7  639 1606 1087  778  568  830 1870 1207  677  926
    290  179]]] (1, 1, 16) int64
2026-04-30 19:26:01.518 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 18492 -> pending_tokens [np.int64(13)] 1
2026-04-30 19:26:01.526 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-10 vq [532] (1,) int64
2026-04-30 19:26:01.553 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-11 vq-rvq [[[ 532  440 1567  379 1769 1572  939 1459 1246  959 1300  211 2019 1510
    701  924]]] (1, 1, 16) int64
2026-04-30 19:26:01.553 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 13 -> pending_tokens [] 0
2026-04-30 19:26:01.561 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-11 vq [1212] (1,) int64
2026-04-30 19:26:01.588 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-12 vq-rvq [[[1212  637   11 1218  770  342 1376  686   20 1263  430 1628  129 1950
   1018  341]]] (1, 1, 16) int64
2026-04-30 19:26:01.588 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 chunk_tokens [[[ 828  266  532 1212]
  [1894  171  440  637]
  [ 396 1379 1567   11]
  [ 509    7  379 1218]
  [ 515  639 1769  770]
  [ 940 1606 1572  342]
  [1416 1087  939 1376]
  [1198  778 1459  686]
  [ 415  568 1246   20]
  [ 741  830  959 1263]
  [ 587 1870 1300  430]
  [1989 1207  211 1628]
  [1165  677 2019  129]
  [1918  926 1510 1950]
  [ 115  290  701 1018]
  [1532  179  924  341]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:01.613 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 wav [[[-0.05217085 -0.05058753 -0.03975262 ...  0.21015896  0.11327256
    0.02125037]]] -0.36741623282432556 0.00015898160927463323 0.09106618165969849 0.36809754371643066 (1, 1, 7680)
2026-04-30 19:26:01.613 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:26:01.613 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:01.613 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:01.613 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:01.613 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:26:01.621 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-12 vq [23] (1,) int64
2026-04-30 19:26:01.648 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-13 vq-rvq [[[  23 1808   50 1594 1454  783 1352 1241  944   36  187 1728  756 1807
    333  896]]] (1, 1, 16) int64
2026-04-30 19:26:01.656 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-13 vq [871] (1,) int64
2026-04-30 19:26:01.683 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-14 vq-rvq [[[ 871  707  590  322  193   51   54 1780 1599  990  296 1425  832 1215
    464  897]]] (1, 1, 16) int64
2026-04-30 19:26:01.691 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-14 vq [360] (1,) int64
2026-04-30 19:26:01.718 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-15 vq-rvq [[[ 360 1553  617 1357 1716  919 2034  561  178  366  864  352   55  264
    504 1979]]] (1, 1, 16) int64
2026-04-30 19:26:01.726 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-15 vq [1218] (1,) int64
2026-04-30 19:26:01.753 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-16 vq-rvq [[[1218 1520  627  582  944    5 1996  488  878 1801  251    5    0 1016
    764  503]]] (1, 1, 16) int64
2026-04-30 19:26:01.761 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-16 vq [1351] (1,) int64
2026-04-30 19:26:01.788 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-17 vq-rvq [[[1351  927 1671 2003 1231  639  603  198  972 1611  213  522 1106 1997
     30  159]]] (1, 1, 16) int64
2026-04-30 19:26:01.796 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-17 vq [1838] (1,) int64
2026-04-30 19:26:01.823 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-18 vq-rvq [[[1838 1806  340  747 1372  143  523  993 1062  238  201   95   31 1176
    143  992]]] (1, 1, 16) int64
2026-04-30 19:26:01.831 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-18 vq [1516] (1,) int64
2026-04-30 19:26:01.858 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-19 vq-rvq [[[1516 1217 1088  947  906 2008 2026  325  315 1288  584  321  254  765
    258 1254]]] (1, 1, 16) int64
2026-04-30 19:26:01.866 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-19 vq [1830] (1,) int64
2026-04-30 19:26:01.893 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-20 vq-rvq [[[1830 1415 1448  673   64  179 1680  450  272  390  875 1963  480  119
   1269  101]]] (1, 1, 16) int64
2026-04-30 19:26:01.901 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-20 vq [113] (1,) int64
2026-04-30 19:26:01.928 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-21 vq-rvq [[[ 113  761 1217 1415 1019 1995  994 1297  792  362  853  912  525  613
   1332  288]]] (1, 1, 16) int64
2026-04-30 19:26:01.936 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-21 vq [1250] (1,) int64
2026-04-30 19:26:01.964 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-22 vq-rvq [[[1250 1392  741 1567  538  176  490  675 1905  358  883  956  474   69
   1829 1843]]] (1, 1, 16) int64
2026-04-30 19:26:01.972 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-22 vq [103] (1,) int64
2026-04-30 19:26:01.999 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-23 vq-rvq [[[ 103  257 1242 1241  648   96  688 1576 1291   20  576  322 1135  245
    595  126]]] (1, 1, 16) int64
2026-04-30 19:26:02.008 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-23 vq [906] (1,) int64
2026-04-30 19:26:02.035 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-24 vq-rvq [[[ 906   72  463  841 1401  189  339 1563  382  522   31  284  987 2040
    585  496]]] (1, 1, 16) int64
2026-04-30 19:26:02.043 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-24 vq [180] (1,) int64
2026-04-30 19:26:02.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-25 vq-rvq [[[ 180   16  474  588  846 1064 1623 1445  974 1820 1023  593  838 1533
     34  369]]] (1, 1, 16) int64
2026-04-30 19:26:02.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-25 vq [1853] (1,) int64
2026-04-30 19:26:02.105 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-26 vq-rvq [[[1853 1905 1087 1598  468 1159  738 1012  874  183  670  285  153  632
   1978 1748]]] (1, 1, 16) int64
2026-04-30 19:26:02.113 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-26 vq [1462] (1,) int64
2026-04-30 19:26:02.140 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-27 vq-rvq [[[1462 1477 1436 1987  869  676   90  700  670 1967   44 1578  567  814
    114   27]]] (1, 1, 16) int64
2026-04-30 19:26:02.148 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-27 vq [51] (1,) int64
2026-04-30 19:26:02.175 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-28 vq-rvq [[[  51 1111 1263  928 1398  679  931  400  109  221  163 1290  666 1264
   1627  501]]] (1, 1, 16) int64
2026-04-30 19:26:02.183 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-28 vq [1447] (1,) int64
2026-04-30 19:26:02.210 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-29 vq-rvq [[[1447  373  471 1078   92  879   32 1773  209 1940  443   16  316 1128
   1306 1288]]] (1, 1, 16) int64
2026-04-30 19:26:02.218 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-29 vq [784] (1,) int64
2026-04-30 19:26:02.245 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-30 vq-rvq [[[ 784 1820 1478  606 1083 1982 1131  874   29  815 1000 1330  702 1980
   1339  232]]] (1, 1, 16) int64
2026-04-30 19:26:02.253 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-30 vq [991] (1,) int64
2026-04-30 19:26:02.280 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-31 vq-rvq [[[ 991 1001  640  799  188 1112 1323  876  223 1567 1582 1410 1886 1398
    956 1863]]] (1, 1, 16) int64
2026-04-30 19:26:02.288 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-31 vq [1743] (1,) int64
2026-04-30 19:26:02.316 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-32 vq-rvq [[[1743  860 1909 1197  102 1302  397 2003  743  121  218 1465 1630  364
   1455 1732]]] (1, 1, 16) int64
2026-04-30 19:26:02.324 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-32 vq [610] (1,) int64
2026-04-30 19:26:02.351 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-33 vq-rvq [[[ 610 1884 1904  345 1951 1868 1349  338 1930  250   87 1315   47  146
   1609  632]]] (1, 1, 16) int64
2026-04-30 19:26:02.359 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-33 vq [1528] (1,) int64
2026-04-30 19:26:02.386 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-34 vq-rvq [[[1528  740 1476  733   79 1693 1492  999 1151  478 1255 1042  676  412
   1066 1120]]] (1, 1, 16) int64
2026-04-30 19:26:02.394 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-34 vq [1711] (1,) int64
2026-04-30 19:26:02.421 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-35 vq-rvq [[[1711 1101 1554  671  447  476 1649  909  229 1549  373  962  863  794
   1395  472]]] (1, 1, 16) int64
2026-04-30 19:26:02.429 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-35 vq [1500] (1,) int64
2026-04-30 19:26:02.456 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-36 vq-rvq [[[1500  768 1272 1979 1193 1352  958  104 1203  640 1403  347  461  395
   1182 1753]]] (1, 1, 16) int64
2026-04-30 19:26:02.464 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-36 vq [963] (1,) int64
2026-04-30 19:26:02.490 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-37 vq-rvq [[[ 963  760 1691 1670  610  964  736 1428 1647 1943  421 1512  948  905
   1492  617]]] (1, 1, 16) int64
2026-04-30 19:26:02.498 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-37 vq [743] (1,) int64
2026-04-30 19:26:02.525 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-38 vq-rvq [[[ 743 1015  702 1294  106  709  491 1036   86 1162 1772  306  769  596
    519  236]]] (1, 1, 16) int64
2026-04-30 19:26:02.533 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-38 vq [148] (1,) int64
2026-04-30 19:26:02.560 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-39 vq-rvq [[[ 148  887 1970  849  916 1019 1129  302 1819  232   22  730 1918 1162
   1808    3]]] (1, 1, 16) int64
2026-04-30 19:26:02.568 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-39 vq [908] (1,) int64
2026-04-30 19:26:02.595 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-40 vq-rvq [[[ 908 1772  648  312  757  927 1060  233  202  927  448 1208 1350  117
     74  333]]] (1, 1, 16) int64
2026-04-30 19:26:02.603 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-40 vq [1360] (1,) int64
2026-04-30 19:26:02.629 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-41 vq-rvq [[[1360 1045 1978 1175  317  652  957 1326 1597   40 1037   57 1070  989
   1401  168]]] (1, 1, 16) int64
2026-04-30 19:26:02.637 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-41 vq [1739] (1,) int64
2026-04-30 19:26:02.664 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-42 vq-rvq [[[1739  844  679  962  583 1737  278  765 1010 1869 1088  553  546  341
    375 1067]]] (1, 1, 16) int64
2026-04-30 19:26:02.672 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-42 vq [2150] (1,) int64
2026-04-30 19:26:02.672 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 chunk_tokens [[[  23  871  360 1218]
  [1808  707 1553 1520]
  [  50  590  617  627]
  [1594  322 1357  582]
  [1454  193 1716  944]
  [ 783   51  919    5]
  [1352   54 2034 1996]
  [1241 1780  561  488]
  [ 944 1599  178  878]
  [  36  990  366 1801]
  [ 187  296  864  251]
  [1728 1425  352    5]
  [ 756  832   55    0]
  [1807 1215  264 1016]
  [ 333  464  504  764]
  [ 896  897 1979  503]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:02.696 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 wav [[[-0.03852101 -0.06222959 -0.06324419 ...  0.00308757  0.01666446
    0.02635817]]] -0.3823830783367157 6.125232175691053e-05 0.09384987503290176 0.3529222905635834 (1, 1, 7680)
2026-04-30 19:26:02.696 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 chunk_tokens [[[1351 1838 1516 1830]
  [ 927 1806 1217 1415]
  [1671  340 1088 1448]
  [2003  747  947  673]
  [1231 1372  906   64]
  [ 639  143 2008  179]
  [ 603  523 2026 1680]
  [ 198  993  325  450]
  [ 972 1062  315  272]
  [1611  238 1288  390]
  [ 213  201  584  875]
  [ 522   95  321 1963]
  [1106   31  254  480]
  [1997 1176  765  119]
  [  30  143  258 1269]
  [ 159  992 1254  101]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:02.721 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 wav [[[ 0.02811593  0.01903336  0.00181638 ... -0.00637799 -0.00625728
   -0.01839462]]] -0.2889702618122101 -5.0208214815938845e-05 0.06494311988353729 0.2914096415042877 (1, 1, 7680)
2026-04-30 19:26:02.721 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 chunk_tokens [[[ 113 1250  103  906]
  [ 761 1392  257   72]
  [1217  741 1242  463]
  [1415 1567 1241  841]
  [1019  538  648 1401]
  [1995  176   96  189]
  [ 994  490  688  339]
  [1297  675 1576 1563]
  [ 792 1905 1291  382]
  [ 362  358   20  522]
  [ 853  883  576   31]
  [ 912  956  322  284]
  [ 525  474 1135  987]
  [ 613   69  245 2040]
  [1332 1829  595  585]
  [ 288 1843  126  496]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:02.745 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 wav [[[-3.6303084e-02 -4.4228390e-02 -4.6101980e-02 ...  4.6050473e-04
   -4.0465111e-05 -2.4329145e-04]]] -0.36047816276550293 7.727897173026577e-05 0.07270871102809906 0.34643569588661194 (1, 1, 7680)
2026-04-30 19:26:02.745 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-24 chunk_tokens [[[ 180 1853 1462   51]
  [  16 1905 1477 1111]
  [ 474 1087 1436 1263]
  [ 588 1598 1987  928]
  [ 846  468  869 1398]
  [1064 1159  676  679]
  [1623  738   90  931]
  [1445 1012  700  400]
  [ 974  874  670  109]
  [1820  183 1967  221]
  [1023  670   44  163]
  [ 593  285 1578 1290]
  [ 838  153  567  666]
  [1533  632  814 1264]
  [  34 1978  114 1627]
  [ 369 1748   27  501]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:02.769 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-24 wav [[[7.2466741e-05 2.7459790e-04 3.0666371e-04 ... 8.0509745e-03
   1.3393108e-02 9.4361240e-03]]] -0.27722132205963135 1.9477576643112116e-05 0.06931047886610031 0.29797351360321045 (1, 1, 7680)
2026-04-30 19:26:02.769 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-28 chunk_tokens [[[1447  784  991 1743]
  [ 373 1820 1001  860]
  [ 471 1478  640 1909]
  [1078  606  799 1197]
  [  92 1083  188  102]
  [ 879 1982 1112 1302]
  [  32 1131 1323  397]
  [1773  874  876 2003]
  [ 209   29  223  743]
  [1940  815 1567  121]
  [ 443 1000 1582  218]
  [  16 1330 1410 1465]
  [ 316  702 1886 1630]
  [1128 1980 1398  364]
  [1306 1339  956 1455]
  [1288  232 1863 1732]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:02.794 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-28 wav [[[ 0.00426391  0.00582221  0.00909369 ... -0.02768227 -0.02276854
   -0.01686861]]] -0.36572250723838806 0.00010111744632013142 0.10399573296308517 0.36718446016311646 (1, 1, 7680)
2026-04-30 19:26:02.794 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-32 chunk_tokens [[[ 610 1528 1711 1500]
  [1884  740 1101  768]
  [1904 1476 1554 1272]
  [ 345  733  671 1979]
  [1951   79  447 1193]
  [1868 1693  476 1352]
  [1349 1492 1649  958]
  [ 338  999  909  104]
  [1930 1151  229 1203]
  [ 250  478 1549  640]
  [  87 1255  373 1403]
  [1315 1042  962  347]
  [  47  676  863  461]
  [ 146  412  794  395]
  [1609 1066 1395 1182]
  [ 632 1120  472 1753]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:02.818 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-32 wav [[[-0.01355644 -0.01526949 -0.01623942 ...  0.0395449   0.05279908
    0.00224491]]] -0.353689044713974 9.688013051345479e-06 0.06698057800531387 0.3341635763645172 (1, 1, 7680)
2026-04-30 19:26:02.818 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-36 chunk_tokens [[[ 963  743  148  908]
  [ 760 1015  887 1772]
  [1691  702 1970  648]
  [1670 1294  849  312]
  [ 610  106  916  757]
  [ 964  709 1019  927]
  [ 736  491 1129 1060]
  [1428 1036  302  233]
  [1647   86 1819  202]
  [1943 1162  232  927]
  [ 421 1772   22  448]
  [1512  306  730 1208]
  [ 948  769 1918 1350]
  [ 905  596 1162  117]
  [1492  519 1808   74]
  [ 617  236    3  333]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:02.843 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-36 wav [[[-0.01579052  0.00150335 -0.02962946 ... -0.00423873 -0.00033509
    0.00640968]]] -0.2924741506576538 -3.654159081634134e-05 0.07507737725973129 0.3149661123752594 (1, 1, 7680)
2026-04-30 19:26:02.843 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-40 chunk_tokens [[[1360 1739]
  [1045  844]
  [1978  679]
  [1175  962]
  [ 317  583]
  [ 652 1737]
  [ 957  278]
  [1326  765]
  [1597 1010]
  [  40 1869]
  [1037 1088]
  [  57  553]
  [1070  546]
  [ 989  341]
  [1401  375]
  [ 168 1067]]] (1, 16, 2) n_chunk_frames 2
2026-04-30 19:26:02.908 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-40 wav [[[1.9390190e-02 3.0609204e-02 3.0704437e-02 ... 1.1317945e-05
   1.0956299e-05 1.1030028e-05]]] -0.13680139183998108 0.00013362053141463548 0.015219715423882008 0.1303817480802536 (1, 1, 3840)
2026-04-30 19:26:02.908 [INFO] __main__: Synthesising: 'Мы наконец-то достигли момента,'
2026-04-30 19:26:02.908 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment М -> text_cache М
2026-04-30 19:26:02.908 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:26:02.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list [array([[[ 0.04818726,  0.05957031,  0.03213501, ..., -0.11203003,
         -0.09613037, -0.09103394]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.09631348, -0.10897827, -0.12399292, ..., -0.00085449,
         -0.00091553, -0.00048828]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.0000000e+00,  6.1035156e-05, -1.2207031e-04, ...,
          1.3381958e-01,  1.6635132e-01,  2.0919800e-01]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 2.3223877e-01,  2.0669556e-01,  1.3903809e-01, ...,
         -1.8310547e-04, -1.5258789e-04, -9.1552734e-05]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-9.1552734e-05, -6.1035156e-05, -3.0517578e-05, ...,
          0.0000000e+00, -3.0517578e-05,  0.0000000e+00]]],
      shape=(1, 1, 5339), dtype=float32), array([[[-0.02130234, -0.01856662, -0.01710658, ...,  0.00041982,
          0.00062048,  0.0006307 ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00029411, -0.00040776, -0.00044942, ..., -0.02424868,
          0.02291245,  0.05937432]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.07660156,  0.07495726,  0.06135209, ..., -0.1206022 ,
         -0.12184623, -0.1139332 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10050648, -0.08953431, -0.07884923, ..., -0.01869578,
         -0.0167346 , -0.01763956]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2177158e-02, -6.4980479e-05,  1.2000869e-02, ...,
         -4.9953014e-03,  2.0064995e-02,  8.1494255e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03188938, -0.00509401,  0.04241933, ..., -0.09476525,
         -0.18832558, -0.23867904]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.2519588 , -0.24120857, -0.2249308 , ..., -0.00908731,
         -0.00565482, -0.00478506]]], shape=(1, 1, 7680), dtype=float32), array([[[-4.7078328e-03,  7.2684824e-03,  2.4840837e-02, ...,
         -1.4027000e-05,  1.5263325e-04,  1.7792435e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[1.19311335e-04, 2.77099258e-04, 4.16864146e-04, ...,
         1.06179923e-05, 1.06252701e-05, 1.15810089e-05]]],
      shape=(1, 1, 3840), dtype=float32), array([[[ 1.2349803e-05,  1.2119761e-05,  2.1108619e-05, ...,
         -1.6870323e-01, -1.3621169e-01, -8.6433820e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03330091,  0.00856069,  0.03467582, ..., -0.04072727,
         -0.03181617, -0.00645593]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.01122023,  0.00413963, -0.00393783, ..., -0.00029461,
          0.00421931, -0.00251451]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.0154132 , -0.02377532, -0.02271089, ...,  0.02933036,
          0.023146  ,  0.01213897]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00091471, -0.01367491, -0.02537205, ..., -0.00178504,
          0.00290802,  0.00261759]]], shape=(1, 1, 7680), dtype=float32), array([[[-2.6994986e-03, -8.4007008e-04,  2.4883149e-03, ...,
          1.0968803e-05,  1.0850177e-05,  1.1066140e-05]]],
      shape=(1, 1, 1920), dtype=float32), array([[[-0.02139645, -0.0189162 , -0.01778135, ..., -0.00045287,
         -0.00059633, -0.00165827]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00221966, -0.00138947, -0.000929  , ..., -0.1126425 ,
         -0.1338531 , -0.13333385]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10775348, -0.05212127,  0.0396859 , ..., -0.04563401,
         -0.03402565, -0.03579839]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.03745677, -0.02658239, -0.02583151, ..., -0.0121026 ,
         -0.00580872, -0.01895227]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.0263972 , -0.01400574, -0.01092716, ..., -0.00139586,
          0.00422512,  0.00643334]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00588865,  0.00345067, -0.00066399, ...,  0.00632556,
          0.00391393,  0.00175216]]], shape=(1, 1, 5760), dtype=float32), array([[[ 0.0010756 ,  0.00117576,  0.00123106, ..., -0.04100708,
         -0.0458885 , -0.04321691]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.05036464, -0.03583061, -0.00757636, ...,  0.05205004,
          0.01185071, -0.03961121]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.08307496, -0.11176797, -0.1242267 , ..., -0.00193561,
          0.005123  ,  0.0037974 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00899126, -0.00369494,  0.00981118, ..., -0.00399455,
         -0.00319744, -0.00289368]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00285673, -0.0034839 , -0.00415278, ...,  0.00778646,
          0.00595145, -0.0043805 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01552802, -0.01487012, -0.01219678, ..., -0.00294759,
          0.00343194,  0.0008437 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00404704,  0.00067246,  0.00399263, ...,  0.09798931,
          0.20872854,  0.2311011 ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.14216125,  0.06682034,  0.02212509, ...,  0.06106113,
          0.00223079, -0.05518628]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10738115, -0.11622868, -0.06752186, ...,  0.03509749,
          0.03198082,  0.02877127]]], shape=(1, 1, 7680), dtype=float32), array([[[2.69281808e-02, 2.77648699e-02, 3.07107549e-02, ...,
         1.15126495e-05, 1.21511912e-05, 1.15567072e-05]]],
      shape=(1, 1, 5760), dtype=float32), array([[[-2.0247478e-02, -1.6132748e-02, -1.4229195e-02, ...,
          1.1977663e-05,  1.1495073e-05,  1.2644601e-05]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 1.2498698e-05,  1.2433531e-05,  1.1404698e-05, ...,
         -5.8077216e-02, -5.1980902e-02, -5.0722528e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.05217085, -0.05058753, -0.03975262, ...,  0.21015896,
          0.11327256,  0.02125037]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.03852101, -0.06222959, -0.06324419, ...,  0.00308757,
          0.01666446,  0.02635817]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.02811593,  0.01903336,  0.00181638, ..., -0.00637799,
         -0.00625728, -0.01839462]]], shape=(1, 1, 7680), dtype=float32), array([[[-3.6303084e-02, -4.4228390e-02, -4.6101980e-02, ...,
          4.6050473e-04, -4.0465111e-05, -2.4329145e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[7.2466741e-05, 2.7459790e-04, 3.0666371e-04, ...,
         8.0509745e-03, 1.3393108e-02, 9.4361240e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 0.00426391,  0.00582221,  0.00909369, ..., -0.02768227,
         -0.02276854, -0.01686861]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01355644, -0.01526949, -0.01623942, ...,  0.0395449 ,
          0.05279908,  0.00224491]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01579052,  0.00150335, -0.02962946, ..., -0.00423873,
         -0.00033509,  0.00640968]]], shape=(1, 1, 7680), dtype=float32), array([[[1.9390190e-02, 3.0609204e-02, 3.0704437e-02, ...,
         1.1317945e-05, 1.0956299e-05, 1.1030028e-05]]],
      shape=(1, 1, 3840), dtype=float32)] 47
2026-04-30 19:26:02.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history [4.8187256e-02 5.9570312e-02 3.2135010e-02 ... 1.1317945e-05 1.0956299e-05
 1.1030028e-05] (341339,) float32
2026-04-30 19:26:02.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history_after cut_idx 21 [-2.2196597e-03 -1.3894709e-03 -9.2900067e-04 ...  1.1317945e-05
  1.0956299e-05  1.1030028e-05] (192000,) float32
2026-04-30 19:26:02.916 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list_after cut_idx 21 [array([[[-0.00221966, -0.00138947, -0.000929  , ..., -0.1126425 ,
         -0.1338531 , -0.13333385]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10775348, -0.05212127,  0.0396859 , ..., -0.04563401,
         -0.03402565, -0.03579839]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.03745677, -0.02658239, -0.02583151, ..., -0.0121026 ,
         -0.00580872, -0.01895227]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.0263972 , -0.01400574, -0.01092716, ..., -0.00139586,
          0.00422512,  0.00643334]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.00588865,  0.00345067, -0.00066399, ...,  0.00632556,
          0.00391393,  0.00175216]]], shape=(1, 1, 5760), dtype=float32), array([[[ 0.0010756 ,  0.00117576,  0.00123106, ..., -0.04100708,
         -0.0458885 , -0.04321691]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.05036464, -0.03583061, -0.00757636, ...,  0.05205004,
          0.01185071, -0.03961121]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.08307496, -0.11176797, -0.1242267 , ..., -0.00193561,
          0.005123  ,  0.0037974 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00899126, -0.00369494,  0.00981118, ..., -0.00399455,
         -0.00319744, -0.00289368]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00285673, -0.0034839 , -0.00415278, ...,  0.00778646,
          0.00595145, -0.0043805 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01552802, -0.01487012, -0.01219678, ..., -0.00294759,
          0.00343194,  0.0008437 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00404704,  0.00067246,  0.00399263, ...,  0.09798931,
          0.20872854,  0.2311011 ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.14216125,  0.06682034,  0.02212509, ...,  0.06106113,
          0.00223079, -0.05518628]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10738115, -0.11622868, -0.06752186, ...,  0.03509749,
          0.03198082,  0.02877127]]], shape=(1, 1, 7680), dtype=float32), array([[[2.69281808e-02, 2.77648699e-02, 3.07107549e-02, ...,
         1.15126495e-05, 1.21511912e-05, 1.15567072e-05]]],
      shape=(1, 1, 5760), dtype=float32), array([[[-2.0247478e-02, -1.6132748e-02, -1.4229195e-02, ...,
          1.1977663e-05,  1.1495073e-05,  1.2644601e-05]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 1.2498698e-05,  1.2433531e-05,  1.1404698e-05, ...,
         -5.8077216e-02, -5.1980902e-02, -5.0722528e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.05217085, -0.05058753, -0.03975262, ...,  0.21015896,
          0.11327256,  0.02125037]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.03852101, -0.06222959, -0.06324419, ...,  0.00308757,
          0.01666446,  0.02635817]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.02811593,  0.01903336,  0.00181638, ..., -0.00637799,
         -0.00625728, -0.01839462]]], shape=(1, 1, 7680), dtype=float32), array([[[-3.6303084e-02, -4.4228390e-02, -4.6101980e-02, ...,
          4.6050473e-04, -4.0465111e-05, -2.4329145e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[7.2466741e-05, 2.7459790e-04, 3.0666371e-04, ...,
         8.0509745e-03, 1.3393108e-02, 9.4361240e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 0.00426391,  0.00582221,  0.00909369, ..., -0.02768227,
         -0.02276854, -0.01686861]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01355644, -0.01526949, -0.01623942, ...,  0.0395449 ,
          0.05279908,  0.00224491]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01579052,  0.00150335, -0.02962946, ..., -0.00423873,
         -0.00033509,  0.00640968]]], shape=(1, 1, 7680), dtype=float32), array([[[1.9390190e-02, 3.0609204e-02, 3.0704437e-02, ...,
         1.1317945e-05, 1.0956299e-05, 1.1030028e-05]]],
      shape=(1, 1, 3840), dtype=float32)] 26
2026-04-30 19:26:02.916 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:26:02.991 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[ 0.04276081  0.10415712 -0.05638932 ...  0.12182362  0.07653181
    0.08928564]]] (1, 1, 1024)
2026-04-30 19:26:02.991 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:26:02.991 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:26:02.991 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:26:02.992 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [ 0.04276081  0.10415712 -0.05638932 ...  0.12182362  0.07653181
    0.08928564]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:26:02.992 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:02.992 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:02.992 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:26:02.993 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:26:02.993 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:26:02.993 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:26:02.994 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:26:02.994 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [ 0.047539    0.10035113 -0.05808548 ...  0.11253928  0.0780871
    0.09352712]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:26:02.994 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [ 4.7538996e-02  1.0035113e-01 -5.8085475e-02 ...  1.1253928e-01
    7.8087099e-02  9.3527116e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:26:03.039 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=61; step_idx=61
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill cont done; talker_seq_len=61; step_idx=61
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ы -> text_cache Мы
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache Мы 
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache Мы н
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache Мы на
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment к -> text_cache Мы нак
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache Мы нако
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache Мы након
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache Мы наконе
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ц -> text_cache Мы наконец
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment - -> text_cache Мы наконец-
2026-04-30 19:26:03.078 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['Мы наконец-'] 11
Qwen3TTSProcessor __call__ text ['Мы наконец-']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[ 37991,   4552,   6709,  15869,  17316, 126499,     12]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:03.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[ 37991,   4552,   6709,  15869,  17316, 126499,     12]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:03.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[ 37991   4552   6709  15869  17316 126499     12]] (1, 7)
2026-04-30 19:26:03.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[ 37991   4552   6709  15869  17316 126499     12]] (1, 7)
2026-04-30 19:26:03.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment Мы наконец- 11 -> tokenized_segment [np.int64(37991), np.int64(4552), np.int64(6709), np.int64(15869), np.int64(17316), np.int64(126499), np.int64(12)] 7
2026-04-30 19:26:03.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(37991), np.int64(4552), np.int64(6709), np.int64(15869), np.int64(17316), np.int64(126499), np.int64(12)]
2026-04-30 19:26:03.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(37991), np.int64(4552), np.int64(6709), np.int64(15869), np.int64(17316), np.int64(126499), np.int64(12)] 7
2026-04-30 19:26:03.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 37991 -> pending_tokens [np.int64(4552), np.int64(6709), np.int64(15869), np.int64(17316), np.int64(126499), np.int64(12)] 6
2026-04-30 19:26:03.088 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-61 vq [1221] (1,) int64
2026-04-30 19:26:03.115 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-62 vq-rvq [[[1221 1390 1612   91 1463 2030 1696 1369  334  995  264 1096  407  421
    142  428]]] (1, 1, 16) int64
2026-04-30 19:26:03.115 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 4552 -> pending_tokens [np.int64(6709), np.int64(15869), np.int64(17316), np.int64(126499), np.int64(12)] 5
2026-04-30 19:26:03.123 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-62 vq [2042] (1,) int64
2026-04-30 19:26:03.149 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-63 vq-rvq [[[2042  412  818  532 1373  463 1718  435  887 1736  100  546  963  388
    651  742]]] (1, 1, 16) int64
2026-04-30 19:26:03.150 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 6709 -> pending_tokens [np.int64(15869), np.int64(17316), np.int64(126499), np.int64(12)] 4
2026-04-30 19:26:03.158 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-63 vq [1707] (1,) int64
2026-04-30 19:26:03.184 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-64 vq-rvq [[[1707 1243 1747 1575 1799  182  884  978  410 1721 1185 1055  672 1104
    833 1038]]] (1, 1, 16) int64
2026-04-30 19:26:03.184 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 15869 -> pending_tokens [np.int64(17316), np.int64(126499), np.int64(12)] 3
2026-04-30 19:26:03.192 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-64 vq [397] (1,) int64
2026-04-30 19:26:03.219 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-65 vq-rvq [[[ 397  407 1310  595  542  294  284  519 1716  111 1610 1437  222  317
    860  156]]] (1, 1, 16) int64
2026-04-30 19:26:03.219 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 17316 -> pending_tokens [np.int64(126499), np.int64(12)] 2
2026-04-30 19:26:03.227 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-65 vq [830] (1,) int64
2026-04-30 19:26:03.254 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-66 vq-rvq [[[ 830  299 2003 1215  927  982 1406 1676  773  768 2018 1447 1045  655
   1606 1336]]] (1, 1, 16) int64
2026-04-30 19:26:03.254 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 126499 -> pending_tokens [np.int64(12)] 1
2026-04-30 19:26:03.262 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-66 vq [1782] (1,) int64
2026-04-30 19:26:03.289 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-67 vq-rvq [[[1782 1698 1787  277 1263  167 1388  134 1689  690  269  996 1069  706
    169   59]]] (1, 1, 16) int64
2026-04-30 19:26:03.289 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 12 -> pending_tokens [] 0
2026-04-30 19:26:03.297 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-67 vq [287] (1,) int64
2026-04-30 19:26:03.323 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-68 vq-rvq [[[ 287 1924   69  564  295  372   10   31 1047  512  386   96  343  530
   1351   17]]] (1, 1, 16) int64
2026-04-30 19:26:03.324 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-42 chunk_tokens [[[1221 2042 1707  397]
  [1390  412 1243  407]
  [1612  818 1747 1310]
  [  91  532 1575  595]
  [1463 1373 1799  542]
  [2030  463  182  294]
  [1696 1718  884  284]
  [1369  435  978  519]
  [ 334  887  410 1716]
  [ 995 1736 1721  111]
  [ 264  100 1185 1610]
  [1096  546 1055 1437]
  [ 407  963  672  222]
  [ 421  388 1104  317]
  [ 142  651  833  860]
  [ 428  742 1038  156]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-42 wav [[[ 1.1094540e-05  1.1138460e-05  1.1009237e-05 ... -2.2123540e-02
   -2.2558490e-02 -1.9299621e-02]]] -0.3667455315589905 -8.192218228941783e-05 0.051546160131692886 0.37703007459640503 (1, 1, 7680)
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache т
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache то
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache то 
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment д -> text_cache то д
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache то до
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache то дос
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache то дост
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache то дости
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache то достиг
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment л -> text_cache то достигл
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.348 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache то достигли
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache то достигли 
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment м -> text_cache то достигли м
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache то достигли мо
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment м -> text_cache то достигли мом
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache то достигли моме
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache то достигли момен
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache то достигли момент
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache то достигли момента
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment , -> text_cache то достигли момента,
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['то достигли момента,'] 20
Qwen3TTSProcessor __call__ text ['то достигли момента,']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[ 24634, 139062,  11073, 130485,  87731,     11]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:03.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[ 24634, 139062,  11073, 130485,  87731,     11]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:03.350 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[ 24634 139062  11073 130485  87731     11]] (1, 6)
2026-04-30 19:26:03.350 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[ 24634 139062  11073 130485  87731     11]] (1, 6)
2026-04-30 19:26:03.350 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment то достигли момента, 20 -> tokenized_segment [np.int64(24634), np.int64(139062), np.int64(11073), np.int64(130485), np.int64(87731), np.int64(11)] 6
2026-04-30 19:26:03.350 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(24634), np.int64(139062), np.int64(11073), np.int64(130485), np.int64(87731), np.int64(11)]
2026-04-30 19:26:03.350 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.350 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(24634), np.int64(139062), np.int64(11073), np.int64(130485), np.int64(87731), np.int64(11)] 6
2026-04-30 19:26:03.350 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 24634 -> pending_tokens [np.int64(139062), np.int64(11073), np.int64(130485), np.int64(87731), np.int64(11)] 5
2026-04-30 19:26:03.358 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-68 vq [1621] (1,) int64
2026-04-30 19:26:03.385 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-69 vq-rvq [[[1621 1082  448  400 1626 1338 1419 1179  489 1966  765  131 1689  553
   1068  619]]] (1, 1, 16) int64
2026-04-30 19:26:03.385 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 139062 -> pending_tokens [np.int64(11073), np.int64(130485), np.int64(87731), np.int64(11)] 4
2026-04-30 19:26:03.393 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-69 vq [1055] (1,) int64
2026-04-30 19:26:03.420 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-70 vq-rvq [[[1055  149  569 1965  903  768  911  342  400  575  609  865  309  430
   1324 1061]]] (1, 1, 16) int64
2026-04-30 19:26:03.420 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 11073 -> pending_tokens [np.int64(130485), np.int64(87731), np.int64(11)] 3
2026-04-30 19:26:03.428 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-70 vq [770] (1,) int64
2026-04-30 19:26:03.456 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-71 vq-rvq [[[ 770  915  216 1366 1121  468  121 1709 1099 1134 1156  446  223   75
    891 1082]]] (1, 1, 16) int64
2026-04-30 19:26:03.456 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 130485 -> pending_tokens [np.int64(87731), np.int64(11)] 2
2026-04-30 19:26:03.464 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-71 vq [499] (1,) int64
2026-04-30 19:26:03.491 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-72 vq-rvq [[[ 499 1532  110  382  941 1185  935  413 1541   25  799 1421  217 1037
    873 1002]]] (1, 1, 16) int64
2026-04-30 19:26:03.491 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 87731 -> pending_tokens [np.int64(11)] 1
2026-04-30 19:26:03.499 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-72 vq [935] (1,) int64
2026-04-30 19:26:03.526 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-73 vq-rvq [[[ 935 1224 1429 1973  818 1914  275  103 1336 1327  352  289  387  205
   1188 1024]]] (1, 1, 16) int64
2026-04-30 19:26:03.526 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 11 -> pending_tokens [] 0
2026-04-30 19:26:03.534 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-73 vq [402] (1,) int64
2026-04-30 19:26:03.561 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-74 vq-rvq [[[ 402 1161 1269  319  119  975  602 1536  432  585 1617  853  560  417
   1681 1402]]] (1, 1, 16) int64
2026-04-30 19:26:03.561 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-46 chunk_tokens [[[ 830 1782  287 1621]
  [ 299 1698 1924 1082]
  [2003 1787   69  448]
  [1215  277  564  400]
  [ 927 1263  295 1626]
  [ 982  167  372 1338]
  [1406 1388   10 1419]
  [1676  134   31 1179]
  [ 773 1689 1047  489]
  [ 768  690  512 1966]
  [2018  269  386  765]
  [1447  996   96  131]
  [1045 1069  343 1689]
  [ 655  706  530  553]
  [1606  169 1351 1068]
  [1336   59   17  619]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:03.585 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-46 wav [[[0.00221431 0.03934583 0.0700637  ... 0.01913414 0.04059763 0.06542776]]] -0.2998812198638916 0.0001630938786547631 0.07838644087314606 0.33400189876556396 (1, 1, 7680)
2026-04-30 19:26:03.586 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-50 chunk_tokens [[[1055  770  499  935]
  [ 149  915 1532 1224]
  [ 569  216  110 1429]
  [1965 1366  382 1973]
  [ 903 1121  941  818]
  [ 768  468 1185 1914]
  [ 911  121  935  275]
  [ 342 1709  413  103]
  [ 400 1099 1541 1336]
  [ 575 1134   25 1327]
  [ 609 1156  799  352]
  [ 865  446 1421  289]
  [ 309  223  217  387]
  [ 430   75 1037  205]
  [1324  891  873 1188]
  [1061 1082 1002 1024]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:03.610 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-50 wav [[[0.08465035 0.0946539  0.09328509 ... 0.0472551  0.05668663 0.05911173]]] -0.41971355676651 2.49695385718951e-05 0.07336953282356262 0.34725117683410645 (1, 1, 7680)
2026-04-30 19:26:03.610 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:26:03.610 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:03.610 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:03.610 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:03.610 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:26:03.618 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-74 vq [1316] (1,) int64
2026-04-30 19:26:03.645 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-75 vq-rvq [[[1316 1002  192 1761 1004 1542   70 1129  261  448  563 1222  100  276
    418  197]]] (1, 1, 16) int64
2026-04-30 19:26:03.653 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-75 vq [177] (1,) int64
2026-04-30 19:26:03.680 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-76 vq-rvq [[[ 177 1183 2028  633 1945 1051 1205 1143   62  705 1670  304  458 1590
      1   58]]] (1, 1, 16) int64
2026-04-30 19:26:03.688 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-76 vq [1196] (1,) int64
2026-04-30 19:26:03.715 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-77 vq-rvq [[[1196   87  658 1207  848 1837 1930 1811  643  814   81  820 1104  188
    134  219]]] (1, 1, 16) int64
2026-04-30 19:26:03.723 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-77 vq [891] (1,) int64
2026-04-30 19:26:03.749 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-78 vq-rvq [[[ 891  718   34  428 1484 1012 1968 1148   32  243 1480  378 1958 1327
   1280 1357]]] (1, 1, 16) int64
2026-04-30 19:26:03.757 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-78 vq [777] (1,) int64
2026-04-30 19:26:03.784 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-79 vq-rvq [[[ 777 1525  146 1201  588  403 1350  709 1866 1032 1990  190 1516 1789
    127 1094]]] (1, 1, 16) int64
2026-04-30 19:26:03.792 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-79 vq [833] (1,) int64
2026-04-30 19:26:03.819 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-80 vq-rvq [[[ 833 1377  609  549  708 1294  346 1289 1844 1398  641 1576 1876 1417
     71  996]]] (1, 1, 16) int64
2026-04-30 19:26:03.827 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-80 vq [1559] (1,) int64
2026-04-30 19:26:03.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-81 vq-rvq [[[1559 1378 2045 1595    3  246  970  952  186  212  678 1040 1932 1374
    953  823]]] (1, 1, 16) int64
2026-04-30 19:26:03.861 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-81 vq [28] (1,) int64
2026-04-30 19:26:03.888 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-82 vq-rvq [[[  28 1354  153  367  360 1253 1037 1486 1162  488  319  253 1712 1897
   1347 1641]]] (1, 1, 16) int64
2026-04-30 19:26:03.896 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-82 vq [158] (1,) int64
2026-04-30 19:26:03.923 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-83 vq-rvq [[[ 158 1809  503   10  260  865  654  830  528 1684 1396 1636  878  402
   1138  694]]] (1, 1, 16) int64
2026-04-30 19:26:03.931 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-83 vq [2030] (1,) int64
2026-04-30 19:26:03.958 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-84 vq-rvq [[[2030 1971 1116  189  841 1694  183  182  350  617  297 1927    5  958
    537  198]]] (1, 1, 16) int64
2026-04-30 19:26:03.966 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-84 vq [2020] (1,) int64
2026-04-30 19:26:03.993 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-85 vq-rvq [[[2020  545  310 1224   39 1812  195 1521  435 1403 2007 1443  412  960
   1957 1595]]] (1, 1, 16) int64
2026-04-30 19:26:04.001 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-85 vq [825] (1,) int64
2026-04-30 19:26:04.028 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-86 vq-rvq [[[ 825 1821 1718 1989 1167   87   44  878 1228 1347 1997 1699  895    1
   1906 1385]]] (1, 1, 16) int64
2026-04-30 19:26:04.036 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-86 vq [667] (1,) int64
2026-04-30 19:26:04.063 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-87 vq-rvq [[[ 667 1058 1708  706 1493 1607  383 1441 1507 1330  206   17 1300 1449
    678  967]]] (1, 1, 16) int64
2026-04-30 19:26:04.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-87 vq [1406] (1,) int64
2026-04-30 19:26:04.098 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-88 vq-rvq [[[1406  834   28   30  704   25  710  174  834 1047  123 1992  261   19
    941 1345]]] (1, 1, 16) int64
2026-04-30 19:26:04.106 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-88 vq [195] (1,) int64
2026-04-30 19:26:04.133 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-89 vq-rvq [[[ 195 1175 1442  232  315 1465  547 1466  369  105 1720  676  716 1993
     66 1405]]] (1, 1, 16) int64
2026-04-30 19:26:04.141 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-89 vq [1603] (1,) int64
2026-04-30 19:26:04.168 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-90 vq-rvq [[[1603 1782  399  533 1579 1414   11 1620 1305  340 1136 1212  150   58
   1778 1622]]] (1, 1, 16) int64
2026-04-30 19:26:04.176 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-90 vq [1106] (1,) int64
2026-04-30 19:26:04.203 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-91 vq-rvq [[[1106  638 1001 1977 1680 1733 1512 1194  940 1471  713  123  394  754
    499   90]]] (1, 1, 16) int64
2026-04-30 19:26:04.211 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-91 vq [1182] (1,) int64
2026-04-30 19:26:04.238 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-92 vq-rvq [[[1182 1456 1273 1913  481   59  648 1517 1564 1235 1015  119   11   81
    721  206]]] (1, 1, 16) int64
2026-04-30 19:26:04.246 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-92 vq [1958] (1,) int64
2026-04-30 19:26:04.273 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-93 vq-rvq [[[1958  433 1937  494  884  174 1093 1061   52 1700  608 1185  199   72
     44 1706]]] (1, 1, 16) int64
2026-04-30 19:26:04.281 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-93 vq [863] (1,) int64
2026-04-30 19:26:04.308 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-94 vq-rvq [[[ 863  693 1454  750  625  634 1113  192 1442  850 1401  420 1675  872
    683 1036]]] (1, 1, 16) int64
2026-04-30 19:26:04.317 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-94 vq [2150] (1,) int64
2026-04-30 19:26:04.317 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-54 chunk_tokens [[[ 402 1316  177 1196]
  [1161 1002 1183   87]
  [1269  192 2028  658]
  [ 319 1761  633 1207]
  [ 119 1004 1945  848]
  [ 975 1542 1051 1837]
  [ 602   70 1205 1930]
  [1536 1129 1143 1811]
  [ 432  261   62  643]
  [ 585  448  705  814]
  [1617  563 1670   81]
  [ 853 1222  304  820]
  [ 560  100  458 1104]
  [ 417  276 1590  188]
  [1681  418    1  134]
  [1402  197   58  219]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:04.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-54 wav [[[ 0.04501721  0.0241992   0.01363233 ... -0.04057647 -0.05749581
   -0.0651198 ]]] -0.4347250461578369 -4.3712687329389155e-05 0.0809682309627533 0.315145879983902 (1, 1, 7680)
2026-04-30 19:26:04.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-58 chunk_tokens [[[ 891  777  833 1559]
  [ 718 1525 1377 1378]
  [  34  146  609 2045]
  [ 428 1201  549 1595]
  [1484  588  708    3]
  [1012  403 1294  246]
  [1968 1350  346  970]
  [1148  709 1289  952]
  [  32 1866 1844  186]
  [ 243 1032 1398  212]
  [1480 1990  641  678]
  [ 378  190 1576 1040]
  [1958 1516 1876 1932]
  [1327 1789 1417 1374]
  [1280  127   71  953]
  [1357 1094  996  823]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:04.365 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-58 wav [[[-0.06861783 -0.06905188 -0.06281615 ... -0.00338598  0.00180774
    0.00092616]]] -0.39641478657722473 3.9381378883263096e-05 0.06513799726963043 0.28704598546028137 (1, 1, 7680)
2026-04-30 19:26:04.366 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-62 chunk_tokens [[[  28  158 2030 2020]
  [1354 1809 1971  545]
  [ 153  503 1116  310]
  [ 367   10  189 1224]
  [ 360  260  841   39]
  [1253  865 1694 1812]
  [1037  654  183  195]
  [1486  830  182 1521]
  [1162  528  350  435]
  [ 488 1684  617 1403]
  [ 319 1396  297 2007]
  [ 253 1636 1927 1443]
  [1712  878    5  412]
  [1897  402  958  960]
  [1347 1138  537 1957]
  [1641  694  198 1595]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:04.390 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-62 wav [[[-0.00584421 -0.00096309  0.00632945 ...  0.00375346  0.00384357
    0.00217619]]] -0.3507983982563019 1.487454142079514e-06 0.07993330806493759 0.3479536771774292 (1, 1, 7680)
2026-04-30 19:26:04.390 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-66 chunk_tokens [[[ 825  667 1406  195]
  [1821 1058  834 1175]
  [1718 1708   28 1442]
  [1989  706   30  232]
  [1167 1493  704  315]
  [  87 1607   25 1465]
  [  44  383  710  547]
  [ 878 1441  174 1466]
  [1228 1507  834  369]
  [1347 1330 1047  105]
  [1997  206  123 1720]
  [1699   17 1992  676]
  [ 895 1300  261  716]
  [   1 1449   19 1993]
  [1906  678  941   66]
  [1385  967 1345 1405]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:04.414 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-66 wav [[[-0.00579548 -0.01757104 -0.0243005  ...  0.00547749  0.00660871
    0.009783  ]]] -0.30730149149894714 7.387773075606674e-05 0.07454356551170349 0.42008545994758606 (1, 1, 7680)
2026-04-30 19:26:04.414 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-70 chunk_tokens [[[1603 1106 1182 1958]
  [1782  638 1456  433]
  [ 399 1001 1273 1937]
  [ 533 1977 1913  494]
  [1579 1680  481  884]
  [1414 1733   59  174]
  [  11 1512  648 1093]
  [1620 1194 1517 1061]
  [1305  940 1564   52]
  [ 340 1471 1235 1700]
  [1136  713 1015  608]
  [1212  123  119 1185]
  [ 150  394   11  199]
  [  58  754   81   72]
  [1778  499  721   44]
  [1622   90  206 1706]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:04.438 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-70 wav [[[ 0.01747901  0.02681293  0.03847475 ... -0.02004432 -0.02144283
   -0.0218131 ]]] -0.4774703085422516 4.8207220970653e-05 0.07886362075805664 0.2929850220680237 (1, 1, 7680)
2026-04-30 19:26:04.438 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-74 chunk_tokens [[[ 863]
  [ 693]
  [1454]
  [ 750]
  [ 625]
  [ 634]
  [1113]
  [ 192]
  [1442]
  [ 850]
  [1401]
  [ 420]
  [1675]
  [ 872]
  [ 683]
  [1036]]] (1, 16, 1) n_chunk_frames 1
2026-04-30 19:26:04.504 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-74 wav [[[-1.9715637e-02 -1.6528632e-02 -1.3177541e-02 ...  1.1422026e-05
    1.1317023e-05  1.1494269e-05]]] -0.031071737408638 -7.873835420468822e-05 0.008015702478587627 0.03967128321528435 (1, 1, 1920)
2026-04-30 19:26:04.505 [INFO] src.inference.qwen3_tts_inferencer_onnx: reset_turn reset_generation_state step-idx-95
2026-04-30 19:26:04.522 [INFO] __main__: Synthesising: 'когда технологии стали достаточно быстрыми,'
2026-04-30 19:26:04.522 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment к -> text_cache к
2026-04-30 19:26:04.523 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:26:04.523 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:26:04.602 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]]] (1, 1, 1024)
2026-04-30 19:26:04.602 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:26:04.602 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:26:04.603 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:26:04.603 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:26:04.603 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:04.604 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:04.604 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:26:04.604 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:26:04.604 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:26:04.605 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:26:04.605 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:26:04.605 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [-0.02064589  0.05184897  0.01909059 ...  0.2070941   0.06416605
    0.09115074]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:26:04.606 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [-2.0645889e-02  5.1848970e-02  1.9090585e-02 ...  2.0709410e-01
    6.4166047e-02  9.1150738e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:26:04.649 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=9; step_idx=0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache ко
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache ког
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment д -> text_cache когд
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache когда
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache когда 
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache когда т
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache когда те
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment х -> text_cache когда тех
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache когда техн
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache когда техно
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment л -> text_cache когда технол
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache когда техноло
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache когда технолог
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache когда технологи
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache когда технологии
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache когда технологии 
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache когда технологии с
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache когда технологии ст
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache когда технологии ста
2026-04-30 19:26:04.650 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment л -> text_cache когда технологии стал
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache когда технологии стали
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache когда технологии стали 
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment д -> text_cache когда технологии стали д
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache когда технологии стали до
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache когда технологии стали дос
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache когда технологии стали дост
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache когда технологии стали доста
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache когда технологии стали достат
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache когда технологии стали достато
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ч -> text_cache когда технологии стали достаточ
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache когда технологии стали достаточн
2026-04-30 19:26:04.651 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['когда технологии стали '] 23
Qwen3TTSProcessor __call__ text ['когда технологии стали ']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[  4793, 124846, 142651, 135906,    220]]), 'attention_mask': array([[1, 1, 1, 1, 1]])}
2026-04-30 19:26:04.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[  4793, 124846, 142651, 135906,    220]]), 'attention_mask': array([[1, 1, 1, 1, 1]])}
2026-04-30 19:26:04.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[  4793 124846 142651 135906    220]] (1, 5)
2026-04-30 19:26:04.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[  4793 124846 142651 135906    220]] (1, 5)
2026-04-30 19:26:04.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment когда технологии стали  23 -> tokenized_segment [np.int64(4793), np.int64(124846), np.int64(142651), np.int64(135906), np.int64(220)] 5
2026-04-30 19:26:04.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(4793), np.int64(124846), np.int64(142651), np.int64(135906), np.int64(220)]
2026-04-30 19:26:04.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(4793), np.int64(124846), np.int64(142651), np.int64(135906), np.int64(220)] 5
2026-04-30 19:26:04.652 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 4793 -> pending_tokens [np.int64(124846), np.int64(142651), np.int64(135906), np.int64(220)] 4
2026-04-30 19:26:04.660 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-0 vq [1995] (1,) int64
2026-04-30 19:26:04.687 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-1 vq-rvq [[[1995 1221  283   22  107   69 1751  604  679  765 2009 1593  266  160
   1376 1058]]] (1, 1, 16) int64
2026-04-30 19:26:04.687 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 124846 -> pending_tokens [np.int64(142651), np.int64(135906), np.int64(220)] 3
2026-04-30 19:26:04.695 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-1 vq [215] (1,) int64
2026-04-30 19:26:04.722 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-2 vq-rvq [[[ 215 1889 1402  238  914  219 1579  126  249 1179  400  256  965  144
    911 1023]]] (1, 1, 16) int64
2026-04-30 19:26:04.722 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 142651 -> pending_tokens [np.int64(135906), np.int64(220)] 2
2026-04-30 19:26:04.730 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-2 vq [212] (1,) int64
2026-04-30 19:26:04.757 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-3 vq-rvq [[[ 212 1071 1054  282  610 1506 1148 2029 1242 1454  743 2034 1464  177
    126 1049]]] (1, 1, 16) int64
2026-04-30 19:26:04.757 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 135906 -> pending_tokens [np.int64(220)] 1
2026-04-30 19:26:04.765 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-3 vq [1181] (1,) int64
2026-04-30 19:26:04.792 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-4 vq-rvq [[[1181 1704  928  354  947  785 1640 1641  705 1607 1652  796  783  818
    159 1764]]] (1, 1, 16) int64
2026-04-30 19:26:04.792 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 220 -> pending_tokens [] 0
2026-04-30 19:26:04.800 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-4 vq [462] (1,) int64
2026-04-30 19:26:04.827 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-5 vq-rvq [[[ 462  582  705  864  442  449  474 1777 1154  266 1702 1753 1160  237
   1837  161]]] (1, 1, 16) int64
2026-04-30 19:26:04.828 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 chunk_tokens [[[1995  215  212 1181]
  [1221 1889 1071 1704]
  [ 283 1402 1054  928]
  [  22  238  282  354]
  [ 107  914  610  947]
  [  69  219 1506  785]
  [1751 1579 1148 1640]
  [ 604  126 2029 1641]
  [ 679  249 1242  705]
  [ 765 1179 1454 1607]
  [2009  400  743 1652]
  [1593  256 2034  796]
  [ 266  965 1464  783]
  [ 160  144  177  818]
  [1376  911  126  159]
  [1058 1023 1049 1764]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 wav [[[-2.06317715e-02 -1.67933665e-02 -1.47240255e-02 ...  6.64611871e-05
   -4.19520393e-06 -7.44241624e-05]]] -0.03491878882050514 -5.533664079848677e-05 0.001796408905647695 0.0195828378200531 (1, 1, 7680)
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache достаточно
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache достаточно 
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment б -> text_cache достаточно б
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ы -> text_cache достаточно бы
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache достаточно быс
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache достаточно быст
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment р -> text_cache достаточно быстр
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ы -> text_cache достаточно быстры
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment м -> text_cache достаточно быстрым
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache достаточно быстрыми
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment , -> text_cache достаточно быстрыми,
2026-04-30 19:26:04.852 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['достаточно быстрыми,'] 20
Qwen3TTSProcessor __call__ text ['достаточно быстрыми,']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[  6949,  24276,   7972, 127310,  37660,   6597,  38003,  63780,
            11]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:04.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[  6949,  24276,   7972, 127310,  37660,   6597,  38003,  63780,
            11]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:04.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[  6949  24276   7972 127310  37660   6597  38003  63780     11]] (1, 9)
2026-04-30 19:26:04.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[  6949  24276   7972 127310  37660   6597  38003  63780     11]] (1, 9)
2026-04-30 19:26:04.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment достаточно быстрыми, 20 -> tokenized_segment [np.int64(6949), np.int64(24276), np.int64(7972), np.int64(127310), np.int64(37660), np.int64(6597), np.int64(38003), np.int64(63780), np.int64(11)] 9
2026-04-30 19:26:04.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(6949), np.int64(24276), np.int64(7972), np.int64(127310), np.int64(37660), np.int64(6597), np.int64(38003), np.int64(63780), np.int64(11)]
2026-04-30 19:26:04.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:04.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(6949), np.int64(24276), np.int64(7972), np.int64(127310), np.int64(37660), np.int64(6597), np.int64(38003), np.int64(63780), np.int64(11)] 9
2026-04-30 19:26:04.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 6949 -> pending_tokens [np.int64(24276), np.int64(7972), np.int64(127310), np.int64(37660), np.int64(6597), np.int64(38003), np.int64(63780), np.int64(11)] 8
2026-04-30 19:26:04.861 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-5 vq [1225] (1,) int64
2026-04-30 19:26:04.888 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-6 vq-rvq [[[1225 1825  534 2042 1456  412 1489 1182 1379  758  196 1170  520 1545
   1692  319]]] (1, 1, 16) int64
2026-04-30 19:26:04.888 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 24276 -> pending_tokens [np.int64(7972), np.int64(127310), np.int64(37660), np.int64(6597), np.int64(38003), np.int64(63780), np.int64(11)] 7
2026-04-30 19:26:04.896 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-6 vq [628] (1,) int64
2026-04-30 19:26:04.924 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-7 vq-rvq [[[ 628  817 1643   77 2036 1890 1753   62  968  221 1153  454  811   80
   2041  295]]] (1, 1, 16) int64
2026-04-30 19:26:04.924 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 7972 -> pending_tokens [np.int64(127310), np.int64(37660), np.int64(6597), np.int64(38003), np.int64(63780), np.int64(11)] 6
2026-04-30 19:26:04.932 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-7 vq [499] (1,) int64
2026-04-30 19:26:04.959 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-8 vq-rvq [[[ 499 1809 1734   36  380  736 1416  730 2004  797  609  195  883  252
    106 1160]]] (1, 1, 16) int64
2026-04-30 19:26:04.959 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 127310 -> pending_tokens [np.int64(37660), np.int64(6597), np.int64(38003), np.int64(63780), np.int64(11)] 5
2026-04-30 19:26:04.967 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-8 vq [1953] (1,) int64
2026-04-30 19:26:04.993 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-9 vq-rvq [[[1953 1826  459 1987  661  333  410 1010 1836  768  299 1155  765   35
    858  113]]] (1, 1, 16) int64
2026-04-30 19:26:04.994 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 37660 -> pending_tokens [np.int64(6597), np.int64(38003), np.int64(63780), np.int64(11)] 4
2026-04-30 19:26:05.002 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-9 vq [777] (1,) int64
2026-04-30 19:26:05.028 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-10 vq-rvq [[[ 777 1400  373 1850  841 1731 1929  122  647  189  121  321 1593 1692
    439  134]]] (1, 1, 16) int64
2026-04-30 19:26:05.028 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 6597 -> pending_tokens [np.int64(38003), np.int64(63780), np.int64(11)] 3
2026-04-30 19:26:05.036 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-10 vq [297] (1,) int64
2026-04-30 19:26:05.063 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-11 vq-rvq [[[ 297 1510  741 1241 1769  938  101  648  519 1125 2014  736 1689  780
    122  381]]] (1, 1, 16) int64
2026-04-30 19:26:05.063 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 38003 -> pending_tokens [np.int64(63780), np.int64(11)] 2
2026-04-30 19:26:05.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-11 vq [1145] (1,) int64
2026-04-30 19:26:05.098 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-12 vq-rvq [[[1145 1696 1750  758  222 1793  458  367  202  100  473 1014  120  962
    637 1657]]] (1, 1, 16) int64
2026-04-30 19:26:05.098 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 63780 -> pending_tokens [np.int64(11)] 1
2026-04-30 19:26:05.106 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-12 vq [39] (1,) int64
2026-04-30 19:26:05.133 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-13 vq-rvq [[[  39 1021  837  277 1464 1807  294 1316 1706  447 1077 1055 1346  205
    665  632]]] (1, 1, 16) int64
2026-04-30 19:26:05.133 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 11 -> pending_tokens [] 0
2026-04-30 19:26:05.141 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-13 vq [1845] (1,) int64
2026-04-30 19:26:05.168 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-14 vq-rvq [[[1845 1165  394  146  159 1813 1216 1399 1678  149 1560   68  815    1
   1622 1235]]] (1, 1, 16) int64
2026-04-30 19:26:05.169 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 chunk_tokens [[[ 462 1225  628  499]
  [ 582 1825  817 1809]
  [ 705  534 1643 1734]
  [ 864 2042   77   36]
  [ 442 1456 2036  380]
  [ 449  412 1890  736]
  [ 474 1489 1753 1416]
  [1777 1182   62  730]
  [1154 1379  968 2004]
  [ 266  758  221  797]
  [1702  196 1153  609]
  [1753 1170  454  195]
  [1160  520  811  883]
  [ 237 1545   80  252]
  [1837 1692 2041  106]
  [ 161  319  295 1160]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:05.193 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 wav [[[-8.0167578e-05 -4.1713702e-05  3.4347220e-05 ...  1.4899543e-02
    1.9630753e-02  2.1652387e-02]]] -0.24945759773254395 1.0724160347308498e-05 0.03428755700588226 0.3815094232559204 (1, 1, 7680)
2026-04-30 19:26:05.193 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 chunk_tokens [[[1953  777  297 1145]
  [1826 1400 1510 1696]
  [ 459  373  741 1750]
  [1987 1850 1241  758]
  [ 661  841 1769  222]
  [ 333 1731  938 1793]
  [ 410 1929  101  458]
  [1010  122  648  367]
  [1836  647  519  202]
  [ 768  189 1125  100]
  [ 299  121 2014  473]
  [1155  321  736 1014]
  [ 765 1593 1689  120]
  [  35 1692  780  962]
  [ 858  439  122  637]
  [ 113  134  381 1657]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:05.217 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 wav [[[0.02029367 0.01627654 0.01006193 ... 0.06808572 0.06454458 0.05861032]]] -0.38842353224754333 5.7938919781008735e-05 0.05044485256075859 0.2728379964828491 (1, 1, 7680)
2026-04-30 19:26:05.217 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:26:05.217 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:05.217 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:05.217 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:05.217 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:26:05.225 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-14 vq [477] (1,) int64
2026-04-30 19:26:05.252 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-15 vq-rvq [[[ 477 1201    7   10  993  403 1457  169 1973 1347  354  546  759  166
    659 1732]]] (1, 1, 16) int64
2026-04-30 19:26:05.260 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-15 vq [133] (1,) int64
2026-04-30 19:26:05.287 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-16 vq-rvq [[[ 133 1501 1379 1860  690 1385  767 1818 1092  581  251  217  577 1691
   1062  438]]] (1, 1, 16) int64
2026-04-30 19:26:05.295 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-16 vq [1634] (1,) int64
2026-04-30 19:26:05.322 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-17 vq-rvq [[[1634  845  902 1438   63  763  750  709 1991  208 1886  720 1736 1325
    259 1079]]] (1, 1, 16) int64
2026-04-30 19:26:05.330 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-17 vq [177] (1,) int64
2026-04-30 19:26:05.358 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-18 vq-rvq [[[ 177  273    0  770  299 1944 1776  136 1351 1317  719  798  156 1221
     77  747]]] (1, 1, 16) int64
2026-04-30 19:26:05.366 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-18 vq [1196] (1,) int64
2026-04-30 19:26:05.393 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-19 vq-rvq [[[1196 1013 1029  663 1488  614  446  763  477  769  269   16  181  971
   1660  236]]] (1, 1, 16) int64
2026-04-30 19:26:05.401 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-19 vq [506] (1,) int64
2026-04-30 19:26:05.428 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-20 vq-rvq [[[ 506 1971  413  276 1512 1269  736 1679 1576 1804 1700  194  309    4
    451 1096]]] (1, 1, 16) int64
2026-04-30 19:26:05.436 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-20 vq [532] (1,) int64
2026-04-30 19:26:05.463 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-21 vq-rvq [[[ 532 1151   66  776  682  260   10  609 1044  947  739 2032 1070 1022
   2031 1559]]] (1, 1, 16) int64
2026-04-30 19:26:05.471 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-21 vq [269] (1,) int64
2026-04-30 19:26:05.498 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-22 vq-rvq [[[ 269 1892 1689 1288 1548 1981   94  640  281  830   12  739  548  979
    191  564]]] (1, 1, 16) int64
2026-04-30 19:26:05.506 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-22 vq [1745] (1,) int64
2026-04-30 19:26:05.533 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-23 vq-rvq [[[1745 1592 1688  155 1960 1876 1627 1058  894  568  922 1441 1101 1244
    281  940]]] (1, 1, 16) int64
2026-04-30 19:26:05.541 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-23 vq [575] (1,) int64
2026-04-30 19:26:05.568 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-24 vq-rvq [[[ 575 1371 1999 1593 1727 2011 1680 1650 1692  652  522  312  902 1124
   1453  510]]] (1, 1, 16) int64
2026-04-30 19:26:05.577 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-24 vq [36] (1,) int64
2026-04-30 19:26:05.604 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-25 vq-rvq [[[  36  621  342 1557 1270  126 1376 1347 1012  702  156 1458  810  500
    645  540]]] (1, 1, 16) int64
2026-04-30 19:26:05.612 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-25 vq [875] (1,) int64
2026-04-30 19:26:05.639 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-26 vq-rvq [[[ 875 1588  385  692  732  573  254  400  792 1769  686  596 1820  389
   1910  179]]] (1, 1, 16) int64
2026-04-30 19:26:05.647 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-26 vq [515] (1,) int64
2026-04-30 19:26:05.674 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-27 vq-rvq [[[ 515  600 1231  489  627 1546  483  770   37  170  337  812  852  693
   1402   81]]] (1, 1, 16) int64
2026-04-30 19:26:05.682 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-27 vq [1947] (1,) int64
2026-04-30 19:26:05.710 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-28 vq-rvq [[[1947   32 1287  417 1117 1794  392 1055  984 1911  153 1031  438 1869
    217  626]]] (1, 1, 16) int64
2026-04-30 19:26:05.718 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-28 vq [2004] (1,) int64
2026-04-30 19:26:05.744 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-29 vq-rvq [[[2004  127  273  145  623   35 1583 1891   36 1998  531 1295 1175 1769
   1449  202]]] (1, 1, 16) int64
2026-04-30 19:26:05.752 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-29 vq [156] (1,) int64
2026-04-30 19:26:05.779 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-30 vq-rvq [[[ 156 1759  187 1642 1607  669  676 1769  856  375 1883   44 1062  674
    396 1680]]] (1, 1, 16) int64
2026-04-30 19:26:05.787 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-30 vq [1743] (1,) int64
2026-04-30 19:26:05.814 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-31 vq-rvq [[[1743  944 1095 2000 1054 1879   95  255 1024  988  167  964  314  936
    379  207]]] (1, 1, 16) int64
2026-04-30 19:26:05.822 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-31 vq [496] (1,) int64
2026-04-30 19:26:05.849 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-32 vq-rvq [[[ 496 1354 1942 1697 1263  229  544  498 1632 1007  373   81 1046  587
   1348  151]]] (1, 1, 16) int64
2026-04-30 19:26:05.857 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-32 vq [679] (1,) int64
2026-04-30 19:26:05.884 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-33 vq-rvq [[[ 679 1183  710  884 1983 1610  996  354 1542 1796 1666  924  934  496
   1152 1176]]] (1, 1, 16) int64
2026-04-30 19:26:05.892 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-33 vq [1514] (1,) int64
2026-04-30 19:26:05.918 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-34 vq-rvq [[[1514 1233 2007  621  779  189  150 1096  722  668 1616  178  507  869
      7   12]]] (1, 1, 16) int64
2026-04-30 19:26:05.926 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-34 vq [982] (1,) int64
2026-04-30 19:26:05.953 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-35 vq-rvq [[[ 982 1595 1770  370 1019 1659  256 1916   11  733  549 1659 1268 1757
    701   59]]] (1, 1, 16) int64
2026-04-30 19:26:05.961 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-35 vq [1063] (1,) int64
2026-04-30 19:26:05.988 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-36 vq-rvq [[[1063 1772  246 1417 1681 1494  832  342 1503  530  424 1676 1340 1327
   1571  687]]] (1, 1, 16) int64
2026-04-30 19:26:05.996 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-36 vq [121] (1,) int64
2026-04-30 19:26:06.023 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-37 vq-rvq [[[ 121 1042 1879 1782 1702 1511  364 1823 1269 1237  799 1076  809 1339
    420 1115]]] (1, 1, 16) int64
2026-04-30 19:26:06.031 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-37 vq [2150] (1,) int64
2026-04-30 19:26:06.031 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 chunk_tokens [[[  39 1845  477  133]
  [1021 1165 1201 1501]
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  [ 205    1  166 1691]
  [ 665 1622  659 1062]
  [ 632 1235 1732  438]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:06.055 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 wav [[[ 0.05094757  0.04577596  0.04464076 ... -0.03615839 -0.03458475
    0.00780901]]] -0.38215261697769165 4.1282673919340596e-05 0.08734284341335297 0.27787166833877563 (1, 1, 7680)
2026-04-30 19:26:06.055 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 chunk_tokens [[[1634  177 1196  506]
  [ 845  273 1013 1971]
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2026-04-30 19:26:06.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 wav [[[0.05842641 0.09555472 0.10986558 ... 0.0013969  0.01872239 0.04114778]]] -0.3857892155647278 9.528391092317179e-05 0.06948209553956985 0.33023425936698914 (1, 1, 7680)
2026-04-30 19:26:06.080 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 chunk_tokens [[[ 532  269 1745  575]
  [1151 1892 1592 1371]
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  [ 776 1288  155 1593]
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2026-04-30 19:26:06.104 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 wav [[[ 0.05213842  0.05569138  0.06345794 ... -0.00115294 -0.00027638
   -0.00037019]]] -0.3263360857963562 -0.0001289134524995461 0.06016819179058075 0.2761137783527374 (1, 1, 7680)
2026-04-30 19:26:06.104 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-24 chunk_tokens [[[  36  875  515 1947]
  [ 621 1588  600   32]
  [ 342  385 1231 1287]
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2026-04-30 19:26:06.128 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-24 wav [[[-1.2735376e-03 -7.3580118e-04  3.0488527e-05 ...  8.4239952e-03
    3.2757007e-02  1.1410726e-02]]] -0.3552726209163666 1.0374716111982707e-05 0.06672560423612595 0.2960858643054962 (1, 1, 7680)
2026-04-30 19:26:06.128 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-28 chunk_tokens [[[2004  156 1743  496]
  [ 127 1759  944 1354]
  [ 273  187 1095 1942]
  [ 145 1642 2000 1697]
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  [1449  396  379 1348]
  [ 202 1680  207  151]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:06.152 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-28 wav [[[-0.03925117 -0.01366347  0.03734893 ... -0.04557104 -0.04238814
   -0.02026677]]] -0.3543156683444977 0.00015050903311930597 0.0831756666302681 0.2808587849140167 (1, 1, 7680)
2026-04-30 19:26:06.153 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-32 chunk_tokens [[[ 679 1514  982 1063]
  [1183 1233 1595 1772]
  [ 710 2007 1770  246]
  [ 884  621  370 1417]
  [1983  779 1019 1681]
  [1610  189 1659 1494]
  [ 996  150  256  832]
  [ 354 1096 1916  342]
  [1542  722   11 1503]
  [1796  668  733  530]
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  [1152    7  701 1571]
  [1176   12   59  687]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:06.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-32 wav [[[ 0.02351574  0.06001395  0.05978361 ...  0.00261743 -0.03956862
   -0.06221673]]] -0.3753751516342163 -0.00010315112012904137 0.05548836290836334 0.26587414741516113 (1, 1, 7680)
2026-04-30 19:26:06.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-36 chunk_tokens [[[ 121]
  [1042]
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2026-04-30 19:26:06.206 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-36 wav [[[-6.3454241e-02 -3.5933349e-02  1.2640217e-03 ...  1.9708219e-05
    1.7832308e-05  1.5235857e-05]]] -0.10036860406398773 -5.3411822591442615e-05 0.011042192578315735 0.08905704319477081 (1, 1, 1920)
2026-04-30 19:26:06.206 [INFO] __main__: Synthesising: 'чтобы люди могли просто общаться.'
2026-04-30 19:26:06.206 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ч -> text_cache ч
2026-04-30 19:26:06.206 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:26:06.211 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list [array([[[-0.00221966, -0.00138947, -0.000929  , ..., -0.1126425 ,
         -0.1338531 , -0.13333385]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.10775348, -0.05212127,  0.0396859 , ..., -0.04563401,
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      shape=(1, 1, 7680), dtype=float32), array([[[-0.05217085, -0.05058753, -0.03975262, ...,  0.21015896,
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          0.01666446,  0.02635817]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.02811593,  0.01903336,  0.00181638, ..., -0.00637799,
         -0.00625728, -0.01839462]]], shape=(1, 1, 7680), dtype=float32), array([[[-3.6303084e-02, -4.4228390e-02, -4.6101980e-02, ...,
          4.6050473e-04, -4.0465111e-05, -2.4329145e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[7.2466741e-05, 2.7459790e-04, 3.0666371e-04, ...,
         8.0509745e-03, 1.3393108e-02, 9.4361240e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 0.00426391,  0.00582221,  0.00909369, ..., -0.02768227,
         -0.02276854, -0.01686861]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01355644, -0.01526949, -0.01623942, ...,  0.0395449 ,
          0.05279908,  0.00224491]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01579052,  0.00150335, -0.02962946, ..., -0.00423873,
         -0.00033509,  0.00640968]]], shape=(1, 1, 7680), dtype=float32), array([[[1.9390190e-02, 3.0609204e-02, 3.0704437e-02, ...,
         1.1317945e-05, 1.0956299e-05, 1.1030028e-05]]],
      shape=(1, 1, 3840), dtype=float32), array([[[ 1.1094540e-05,  1.1138460e-05,  1.1009237e-05, ...,
         -2.2123540e-02, -2.2558490e-02, -1.9299621e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[0.00221431, 0.03934583, 0.0700637 , ..., 0.01913414,
         0.04059763, 0.06542776]]], shape=(1, 1, 7680), dtype=float32), array([[[0.08465035, 0.0946539 , 0.09328509, ..., 0.0472551 ,
         0.05668663, 0.05911173]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.04501721,  0.0241992 ,  0.01363233, ..., -0.04057647,
         -0.05749581, -0.0651198 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.06861783, -0.06905188, -0.06281615, ..., -0.00338598,
          0.00180774,  0.00092616]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00584421, -0.00096309,  0.00632945, ...,  0.00375346,
          0.00384357,  0.00217619]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00579548, -0.01757104, -0.0243005 , ...,  0.00547749,
          0.00660871,  0.009783  ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.01747901,  0.02681293,  0.03847475, ..., -0.02004432,
         -0.02144283, -0.0218131 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.9715637e-02, -1.6528632e-02, -1.3177541e-02, ...,
          1.1422026e-05,  1.1317023e-05,  1.1494269e-05]]],
      shape=(1, 1, 1920), dtype=float32), array([[[-2.06317715e-02, -1.67933665e-02, -1.47240255e-02, ...,
          6.64611871e-05, -4.19520393e-06, -7.44241624e-05]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-8.0167578e-05, -4.1713702e-05,  3.4347220e-05, ...,
          1.4899543e-02,  1.9630753e-02,  2.1652387e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[0.02029367, 0.01627654, 0.01006193, ..., 0.06808572,
         0.06454458, 0.05861032]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.05094757,  0.04577596,  0.04464076, ..., -0.03615839,
         -0.03458475,  0.00780901]]], shape=(1, 1, 7680), dtype=float32), array([[[0.05842641, 0.09555472, 0.10986558, ..., 0.0013969 ,
         0.01872239, 0.04114778]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.05213842,  0.05569138,  0.06345794, ..., -0.00115294,
         -0.00027638, -0.00037019]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2735376e-03, -7.3580118e-04,  3.0488527e-05, ...,
          8.4239952e-03,  3.2757007e-02,  1.1410726e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03925117, -0.01366347,  0.03734893, ..., -0.04557104,
         -0.04238814, -0.02026677]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.02351574,  0.06001395,  0.05978361, ...,  0.00261743,
         -0.03956862, -0.06221673]]], shape=(1, 1, 7680), dtype=float32), array([[[-6.3454241e-02, -3.5933349e-02,  1.2640217e-03, ...,
          1.9708219e-05,  1.7832308e-05,  1.5235857e-05]]],
      shape=(1, 1, 1920), dtype=float32)] 45
2026-04-30 19:26:06.211 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history [-2.2196597e-03 -1.3894709e-03 -9.2900067e-04 ...  1.9708219e-05
  1.7832308e-05  1.5235857e-05] (326400,) float32
2026-04-30 19:26:06.211 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history_after cut_idx 18 [-3.8521007e-02 -6.2229592e-02 -6.3244194e-02 ...  1.9708219e-05
  1.7832308e-05  1.5235857e-05] (192000,) float32
2026-04-30 19:26:06.214 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list_after cut_idx 18 [array([[[-0.03852101, -0.06222959, -0.06324419, ...,  0.00308757,
          0.01666446,  0.02635817]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.02811593,  0.01903336,  0.00181638, ..., -0.00637799,
         -0.00625728, -0.01839462]]], shape=(1, 1, 7680), dtype=float32), array([[[-3.6303084e-02, -4.4228390e-02, -4.6101980e-02, ...,
          4.6050473e-04, -4.0465111e-05, -2.4329145e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[7.2466741e-05, 2.7459790e-04, 3.0666371e-04, ...,
         8.0509745e-03, 1.3393108e-02, 9.4361240e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 0.00426391,  0.00582221,  0.00909369, ..., -0.02768227,
         -0.02276854, -0.01686861]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01355644, -0.01526949, -0.01623942, ...,  0.0395449 ,
          0.05279908,  0.00224491]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01579052,  0.00150335, -0.02962946, ..., -0.00423873,
         -0.00033509,  0.00640968]]], shape=(1, 1, 7680), dtype=float32), array([[[1.9390190e-02, 3.0609204e-02, 3.0704437e-02, ...,
         1.1317945e-05, 1.0956299e-05, 1.1030028e-05]]],
      shape=(1, 1, 3840), dtype=float32), array([[[ 1.1094540e-05,  1.1138460e-05,  1.1009237e-05, ...,
         -2.2123540e-02, -2.2558490e-02, -1.9299621e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[0.00221431, 0.03934583, 0.0700637 , ..., 0.01913414,
         0.04059763, 0.06542776]]], shape=(1, 1, 7680), dtype=float32), array([[[0.08465035, 0.0946539 , 0.09328509, ..., 0.0472551 ,
         0.05668663, 0.05911173]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.04501721,  0.0241992 ,  0.01363233, ..., -0.04057647,
         -0.05749581, -0.0651198 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.06861783, -0.06905188, -0.06281615, ..., -0.00338598,
          0.00180774,  0.00092616]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00584421, -0.00096309,  0.00632945, ...,  0.00375346,
          0.00384357,  0.00217619]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00579548, -0.01757104, -0.0243005 , ...,  0.00547749,
          0.00660871,  0.009783  ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.01747901,  0.02681293,  0.03847475, ..., -0.02004432,
         -0.02144283, -0.0218131 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.9715637e-02, -1.6528632e-02, -1.3177541e-02, ...,
          1.1422026e-05,  1.1317023e-05,  1.1494269e-05]]],
      shape=(1, 1, 1920), dtype=float32), array([[[-2.06317715e-02, -1.67933665e-02, -1.47240255e-02, ...,
          6.64611871e-05, -4.19520393e-06, -7.44241624e-05]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-8.0167578e-05, -4.1713702e-05,  3.4347220e-05, ...,
          1.4899543e-02,  1.9630753e-02,  2.1652387e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[0.02029367, 0.01627654, 0.01006193, ..., 0.06808572,
         0.06454458, 0.05861032]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.05094757,  0.04577596,  0.04464076, ..., -0.03615839,
         -0.03458475,  0.00780901]]], shape=(1, 1, 7680), dtype=float32), array([[[0.05842641, 0.09555472, 0.10986558, ..., 0.0013969 ,
         0.01872239, 0.04114778]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.05213842,  0.05569138,  0.06345794, ..., -0.00115294,
         -0.00027638, -0.00037019]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2735376e-03, -7.3580118e-04,  3.0488527e-05, ...,
          8.4239952e-03,  3.2757007e-02,  1.1410726e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03925117, -0.01366347,  0.03734893, ..., -0.04557104,
         -0.04238814, -0.02026677]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.02351574,  0.06001395,  0.05978361, ...,  0.00261743,
         -0.03956862, -0.06221673]]], shape=(1, 1, 7680), dtype=float32), array([[[-6.3454241e-02, -3.5933349e-02,  1.2640217e-03, ...,
          1.9708219e-05,  1.7832308e-05,  1.5235857e-05]]],
      shape=(1, 1, 1920), dtype=float32)] 27
2026-04-30 19:26:06.215 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:26:06.287 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[ 0.00079289  0.06733401 -0.0398349  ...  0.18074517  0.0866328
    0.04901728]]] (1, 1, 1024)
2026-04-30 19:26:06.288 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:26:06.288 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:26:06.288 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:26:06.289 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [ 0.00079289  0.06733401 -0.0398349  ...  0.18074517  0.0866328
    0.04901728]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:26:06.289 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:06.289 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:06.289 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:26:06.289 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:26:06.290 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:26:06.290 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:26:06.290 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:26:06.291 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [ 0.00557107  0.06352802 -0.04153106 ...  0.17146082  0.08818809
    0.05325875]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:26:06.291 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [ 5.5710729e-03  6.3528024e-02 -4.1531056e-02 ...  1.7146082e-01
    8.8188089e-02  5.3258754e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:26:06.335 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=56; step_idx=56
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill cont done; talker_seq_len=56; step_idx=56
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache чт
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache что
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment б -> text_cache чтоб
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ы -> text_cache чтобы
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache чтобы 
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment л -> text_cache чтобы л
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ю -> text_cache чтобы лю
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment д -> text_cache чтобы люд
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache чтобы люди
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache чтобы люди 
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.374 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment м -> text_cache чтобы люди м
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache чтобы люди мо
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache чтобы люди мог
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment л -> text_cache чтобы люди могл
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache чтобы люди могли
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache чтобы люди могли 
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment п -> text_cache чтобы люди могли п
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment р -> text_cache чтобы люди могли пр
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache чтобы люди могли про
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache чтобы люди могли прос
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache чтобы люди могли прост
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache чтобы люди могли просто
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache чтобы люди могли просто 
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache чтобы люди могли просто о
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment б -> text_cache чтобы люди могли просто об
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment щ -> text_cache чтобы люди могли просто общ
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache чтобы люди могли просто обща
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache чтобы люди могли просто общат
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ь -> text_cache чтобы люди могли просто общать
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache чтобы люди могли просто общатьс
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:06.375 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment я -> text_cache чтобы люди могли просто общаться
2026-04-30 19:26:06.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['чтобы люди могли просто '] 24
Qwen3TTSProcessor __call__ text ['чтобы люди могли просто ']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[  6020,   1792,  50873, 132782, 125649,  11073, 129021,    220]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:06.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[  6020,   1792,  50873, 132782, 125649,  11073, 129021,    220]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:06.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[  6020   1792  50873 132782 125649  11073 129021    220]] (1, 8)
2026-04-30 19:26:06.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[  6020   1792  50873 132782 125649  11073 129021    220]] (1, 8)
2026-04-30 19:26:06.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment чтобы люди могли просто  24 -> tokenized_segment [np.int64(6020), np.int64(1792), np.int64(50873), np.int64(132782), np.int64(125649), np.int64(11073), np.int64(129021), np.int64(220)] 8
2026-04-30 19:26:06.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(6020), np.int64(1792), np.int64(50873), np.int64(132782), np.int64(125649), np.int64(11073), np.int64(129021), np.int64(220)]
2026-04-30 19:26:06.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.376 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(6020), np.int64(1792), np.int64(50873), np.int64(132782), np.int64(125649), np.int64(11073), np.int64(129021), np.int64(220)] 8
2026-04-30 19:26:06.377 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 6020 -> pending_tokens [np.int64(1792), np.int64(50873), np.int64(132782), np.int64(125649), np.int64(11073), np.int64(129021), np.int64(220)] 7
2026-04-30 19:26:06.385 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-56 vq [1221] (1,) int64
2026-04-30 19:26:06.412 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-57 vq-rvq [[[1221 1026   69 1258 1894 1085  687 1569  711  836 1831 1044 1256  222
    846  782]]] (1, 1, 16) int64
2026-04-30 19:26:06.412 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 1792 -> pending_tokens [np.int64(50873), np.int64(132782), np.int64(125649), np.int64(11073), np.int64(129021), np.int64(220)] 6
2026-04-30 19:26:06.420 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-57 vq [2042] (1,) int64
2026-04-30 19:26:06.447 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-58 vq-rvq [[[2042 1095  608 1765  103  616 1203 1595  276  462  896  704   76  264
    300  593]]] (1, 1, 16) int64
2026-04-30 19:26:06.447 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 50873 -> pending_tokens [np.int64(132782), np.int64(125649), np.int64(11073), np.int64(129021), np.int64(220)] 5
2026-04-30 19:26:06.455 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-58 vq [14] (1,) int64
2026-04-30 19:26:06.482 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-59 vq-rvq [[[  14 1168 1214  249  280 1328 1028  465  108 1404  690  285 1785  628
   1299  153]]] (1, 1, 16) int64
2026-04-30 19:26:06.482 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 132782 -> pending_tokens [np.int64(125649), np.int64(11073), np.int64(129021), np.int64(220)] 4
2026-04-30 19:26:06.490 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-59 vq [1228] (1,) int64
2026-04-30 19:26:06.517 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-60 vq-rvq [[[1228  317  331  926  846  342 1080 1884  272  132  915 1254  720 1902
    614 1777]]] (1, 1, 16) int64
2026-04-30 19:26:06.517 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 125649 -> pending_tokens [np.int64(11073), np.int64(129021), np.int64(220)] 3
2026-04-30 19:26:06.525 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-60 vq [159] (1,) int64
2026-04-30 19:26:06.552 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-61 vq-rvq [[[ 159  758  350  158 1102  142   59 1648 1663 1682  157  580 1798  685
    715  664]]] (1, 1, 16) int64
2026-04-30 19:26:06.552 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 11073 -> pending_tokens [np.int64(129021), np.int64(220)] 2
2026-04-30 19:26:06.560 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-61 vq [1091] (1,) int64
2026-04-30 19:26:06.587 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-62 vq-rvq [[[1091   55 1747 1494  944  294 1380  534  951  735 1266   13 1085  517
    397  985]]] (1, 1, 16) int64
2026-04-30 19:26:06.587 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 129021 -> pending_tokens [np.int64(220)] 1
2026-04-30 19:26:06.595 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-62 vq [1976] (1,) int64
2026-04-30 19:26:06.622 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-63 vq-rvq [[[1976 1243 1615  919   50 1403  619 1348   62  499 1452 1098 1894 1579
    364 1723]]] (1, 1, 16) int64
2026-04-30 19:26:06.622 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 220 -> pending_tokens [] 0
2026-04-30 19:26:06.630 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-63 vq [1248] (1,) int64
2026-04-30 19:26:06.657 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-64 vq-rvq [[[1248  615  563 1474  470  612 1730  931  277 1572 1691  790 1436 1886
   1240 1220]]] (1, 1, 16) int64
2026-04-30 19:26:06.657 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-37 chunk_tokens [[[1221 2042   14 1228]
  [1026 1095 1168  317]
  [  69  608 1214  331]
  [1258 1765  249  926]
  [1894  103  280  846]
  [1085  616 1328  342]
  [ 687 1203 1028 1080]
  [1569 1595  465 1884]
  [ 711  276  108  272]
  [ 836  462 1404  132]
  [1831  896  690  915]
  [1044  704  285 1254]
  [1256   76 1785  720]
  [ 222  264  628 1902]
  [ 846  300 1299  614]
  [ 782  593  153 1777]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:06.681 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-37 wav [[[6.4516030e-06 3.8836665e-06 3.5758250e-05 ... 2.0419013e-02
   5.6000661e-02 7.9175197e-02]]] -0.39740338921546936 0.00012032289669150487 0.057172417640686035 0.32271844148635864 (1, 1, 7680)
2026-04-30 19:26:06.682 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-41 chunk_tokens [[[ 159 1091 1976 1248]
  [ 758   55 1243  615]
  [ 350 1747 1615  563]
  [ 158 1494  919 1474]
  [1102  944   50  470]
  [ 142  294 1403  612]
  [  59 1380  619 1730]
  [1648  534 1348  931]
  [1663  951   62  277]
  [1682  735  499 1572]
  [ 157 1266 1452 1691]
  [ 580   13 1098  790]
  [1798 1085 1894 1436]
  [ 685  517 1579 1886]
  [ 715  397  364 1240]
  [ 664  985 1723 1220]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-41 wav [[[0.07597505 0.05851083 0.06002833 ... 0.07287683 0.04599379 0.01605063]]] -0.2856764495372772 9.037656855070964e-05 0.06580641865730286 0.25454413890838623 (1, 1, 7680)
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment . -> text_cache общаться.
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['общаться.'] 9
Qwen3TTSProcessor __call__ text ['общаться.']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[54157, 97681,    13]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[54157, 97681,    13]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[54157 97681    13]] (1, 3)
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[54157 97681    13]] (1, 3)
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment общаться. 9 -> tokenized_segment [np.int64(54157), np.int64(97681), np.int64(13)] 3
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(54157), np.int64(97681), np.int64(13)]
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(54157), np.int64(97681), np.int64(13)] 3
2026-04-30 19:26:06.706 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 54157 -> pending_tokens [np.int64(97681), np.int64(13)] 2
2026-04-30 19:26:06.715 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-64 vq [51] (1,) int64
2026-04-30 19:26:06.742 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-65 vq-rvq [[[  51  836  265 1485 1394 1865  571 1917 1099  496  561  227  602  221
     10  188]]] (1, 1, 16) int64
2026-04-30 19:26:06.742 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 97681 -> pending_tokens [np.int64(13)] 1
2026-04-30 19:26:06.750 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-65 vq [434] (1,) int64
2026-04-30 19:26:06.777 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-66 vq-rvq [[[ 434 1217  503 2003 1926 2016  630 1801 1382  404 1596  480  848 1558
    654  270]]] (1, 1, 16) int64
2026-04-30 19:26:06.777 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 13 -> pending_tokens [] 0
2026-04-30 19:26:06.785 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-66 vq [1644] (1,) int64
2026-04-30 19:26:06.812 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-67 vq-rvq [[[1644 1808  735 1710 1282  288 1087  806  998   59  177   19   51 1767
    460 1207]]] (1, 1, 16) int64
2026-04-30 19:26:06.812 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:26:06.812 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:06.812 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:06.812 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:06.812 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:26:06.820 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-67 vq [383] (1,) int64
2026-04-30 19:26:06.847 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-68 vq-rvq [[[ 383 1746 1031 1633  797   85  166  274 1976 1525  789  338  223  361
   1277  536]]] (1, 1, 16) int64
2026-04-30 19:26:06.847 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-45 chunk_tokens [[[  51  434 1644  383]
  [ 836 1217 1808 1746]
  [ 265  503  735 1031]
  [1485 2003 1710 1633]
  [1394 1926 1282  797]
  [1865 2016  288   85]
  [ 571  630 1087  166]
  [1917 1801  806  274]
  [1099 1382  998 1976]
  [ 496  404   59 1525]
  [ 561 1596  177  789]
  [ 227  480   19  338]
  [ 602  848   51  223]
  [ 221 1558 1767  361]
  [  10  654  460 1277]
  [ 188  270 1207  536]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:06.871 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-45 wav [[[0.00099137 0.00403599 0.01846475 ... 0.02468315 0.01271362 0.00035484]]] -0.3146056532859802 -0.0002403859980404377 0.07929908484220505 0.37690261006355286 (1, 1, 7680)
2026-04-30 19:26:06.879 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-68 vq [825] (1,) int64
2026-04-30 19:26:06.906 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-69 vq-rvq [[[ 825  371 1395 1038  953 1384  906  810  330  550 1607 1673  802 1334
   1169  552]]] (1, 1, 16) int64
2026-04-30 19:26:06.914 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-69 vq [851] (1,) int64
2026-04-30 19:26:06.941 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-70 vq-rvq [[[ 851 1209 1426  671 1434  344  974 1051  205  111  615  416  876  488
    129   25]]] (1, 1, 16) int64
2026-04-30 19:26:06.949 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-70 vq [1460] (1,) int64
2026-04-30 19:26:06.976 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-71 vq-rvq [[[1460 1698 2033  189 1405  522 1672  519 1096 1097 1152 1037 1808  895
    729  367]]] (1, 1, 16) int64
2026-04-30 19:26:06.984 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-71 vq [912] (1,) int64
2026-04-30 19:26:07.011 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-72 vq-rvq [[[ 912 1195  533  818  967   20  250 1275  482 1635  502  882 1288 1779
   1502 1923]]] (1, 1, 16) int64
2026-04-30 19:26:07.019 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-72 vq [1358] (1,) int64
2026-04-30 19:26:07.046 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-73 vq-rvq [[[1358  781 1896 1979  229  335  187 1497  428 1351  359 1350 1629  508
   1070 1512]]] (1, 1, 16) int64
2026-04-30 19:26:07.054 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-73 vq [1935] (1,) int64
2026-04-30 19:26:07.081 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-74 vq-rvq [[[1935  695  264 2009 1148  113  377  460  100 1768 2006  352 1112  404
    693  612]]] (1, 1, 16) int64
2026-04-30 19:26:07.089 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-74 vq [1980] (1,) int64
2026-04-30 19:26:07.116 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-75 vq-rvq [[[1980 1577  789   86  867  535 1850 1404  876   11 1493 1667  218 1618
   1334  959]]] (1, 1, 16) int64
2026-04-30 19:26:07.124 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-75 vq [967] (1,) int64
2026-04-30 19:26:07.151 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-76 vq-rvq [[[ 967  438  707 1129  844   14 1817  581  309  352  725 1207  257  467
    476  583]]] (1, 1, 16) int64
2026-04-30 19:26:07.159 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-76 vq [1559] (1,) int64
2026-04-30 19:26:07.186 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-77 vq-rvq [[[1559 1651   80 1399  474  174 1402  371 2017 1357 1057   66  387 1744
    374  813]]] (1, 1, 16) int64
2026-04-30 19:26:07.194 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-77 vq [272] (1,) int64
2026-04-30 19:26:07.221 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-78 vq-rvq [[[ 272 1148  431  143  492  750  631 1319 1241 1232  415 1498  236  763
   1323  174]]] (1, 1, 16) int64
2026-04-30 19:26:07.229 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-78 vq [1528] (1,) int64
2026-04-30 19:26:07.256 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-79 vq-rvq [[[1528  736 1490 1256  479   90 1389 1402 1087  345    1  662  364  711
    435  504]]] (1, 1, 16) int64
2026-04-30 19:26:07.264 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-79 vq [1808] (1,) int64
2026-04-30 19:26:07.291 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-80 vq-rvq [[[1808 1574  580  441 1368  963 1097  386 2010  833  209 1198 1627  476
    649 1381]]] (1, 1, 16) int64
2026-04-30 19:26:07.299 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-80 vq [1500] (1,) int64
2026-04-30 19:26:07.326 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-81 vq-rvq [[[1500 1319  430 1363 1863  632 1065 1634  159  656  119 1425 1327   27
   1708  962]]] (1, 1, 16) int64
2026-04-30 19:26:07.334 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-81 vq [1168] (1,) int64
2026-04-30 19:26:07.361 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-82 vq-rvq [[[1168 1807 1429 1791  242 1248 1069 1012  886  826 1227  169 1159 1853
    859 1620]]] (1, 1, 16) int64
2026-04-30 19:26:07.369 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-82 vq [963] (1,) int64
2026-04-30 19:26:07.396 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-83 vq-rvq [[[ 963 1660 1471  507 1900  176 2042   41 1151 1252 1427  723  563  558
    793  759]]] (1, 1, 16) int64
2026-04-30 19:26:07.404 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-83 vq [743] (1,) int64
2026-04-30 19:26:07.431 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-84 vq-rvq [[[ 743  816 1848 2030 1953   24    5 1416 1451 1403  319 1319 1199 1260
    937 1408]]] (1, 1, 16) int64
2026-04-30 19:26:07.439 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-84 vq [417] (1,) int64
2026-04-30 19:26:07.466 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-85 vq-rvq [[[ 417  443   41  747 1865  240 1662 1409  926  358  636  238  659  684
   1249 1416]]] (1, 1, 16) int64
2026-04-30 19:26:07.474 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-85 vq [1407] (1,) int64
2026-04-30 19:26:07.501 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-86 vq-rvq [[[1407  340 1840   66 1115  774  296 1653  813 1176  809 1392 1106 1039
   1141 1878]]] (1, 1, 16) int64
2026-04-30 19:26:07.509 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-86 vq [204] (1,) int64
2026-04-30 19:26:07.536 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-87 vq-rvq [[[ 204 1858  604  252 1430  915 1309  370 1653 1362  246  460 1230  382
    273 1167]]] (1, 1, 16) int64
2026-04-30 19:26:07.544 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-87 vq [381] (1,) int64
2026-04-30 19:26:07.571 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-88 vq-rvq [[[ 381  201 1237  787 1026  115  678  499 1175  493  349   96 1641  256
   1516 1499]]] (1, 1, 16) int64
2026-04-30 19:26:07.579 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-88 vq [863] (1,) int64
2026-04-30 19:26:07.606 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-89 vq-rvq [[[ 863 1875  706 1628  390 1575 1770  318  248 1285  195  183  822  123
    503  467]]] (1, 1, 16) int64
2026-04-30 19:26:07.614 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-89 vq [2150] (1,) int64
2026-04-30 19:26:07.615 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-49 chunk_tokens [[[ 825  851 1460  912]
  [ 371 1209 1698 1195]
  [1395 1426 2033  533]
  [1038  671  189  818]
  [ 953 1434 1405  967]
  [1384  344  522   20]
  [ 906  974 1672  250]
  [ 810 1051  519 1275]
  [ 330  205 1096  482]
  [ 550  111 1097 1635]
  [1607  615 1152  502]
  [1673  416 1037  882]
  [ 802  876 1808 1288]
  [1334  488  895 1779]
  [1169  129  729 1502]
  [ 552   25  367 1923]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:07.639 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-49 wav [[[-0.00084715  0.01164515  0.02932669 ...  0.00305634  0.002376
    0.00176231]]] -0.30304887890815735 0.00018249574350193143 0.0709570050239563 0.35016027092933655 (1, 1, 7680)
2026-04-30 19:26:07.639 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-53 chunk_tokens [[[1358 1935 1980  967]
  [ 781  695 1577  438]
  [1896  264  789  707]
  [1979 2009   86 1129]
  [ 229 1148  867  844]
  [ 335  113  535   14]
  [ 187  377 1850 1817]
  [1497  460 1404  581]
  [ 428  100  876  309]
  [1351 1768   11  352]
  [ 359 2006 1493  725]
  [1350  352 1667 1207]
  [1629 1112  218  257]
  [ 508  404 1618  467]
  [1070  693 1334  476]
  [1512  612  959  583]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:07.663 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-53 wav [[[ 0.00133303  0.00114176  0.00112796 ... -0.03397415  0.03560583
    0.00734547]]] -0.3596225678920746 -7.715798346907832e-06 0.08781254291534424 0.30450180172920227 (1, 1, 7680)
2026-04-30 19:26:07.663 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-57 chunk_tokens [[[1559  272 1528 1808]
  [1651 1148  736 1574]
  [  80  431 1490  580]
  [1399  143 1256  441]
  [ 474  492  479 1368]
  [ 174  750   90  963]
  [1402  631 1389 1097]
  [ 371 1319 1402  386]
  [2017 1241 1087 2010]
  [1357 1232  345  833]
  [1057  415    1  209]
  [  66 1498  662 1198]
  [ 387  236  364 1627]
  [1744  763  711  476]
  [ 374 1323  435  649]
  [ 813  174  504 1381]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:07.687 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-57 wav [[[-0.04759482  0.00231559  0.03089104 ...  0.18176867  0.13269146
    0.06594509]]] -0.4350372850894928 0.00012260368384886533 0.05727505311369896 0.3781623840332031 (1, 1, 7680)
2026-04-30 19:26:07.688 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-61 chunk_tokens [[[1500 1168  963  743]
  [1319 1807 1660  816]
  [ 430 1429 1471 1848]
  [1363 1791  507 2030]
  [1863  242 1900 1953]
  [ 632 1248  176   24]
  [1065 1069 2042    5]
  [1634 1012   41 1416]
  [ 159  886 1151 1451]
  [ 656  826 1252 1403]
  [ 119 1227 1427  319]
  [1425  169  723 1319]
  [1327 1159  563 1199]
  [  27 1853  558 1260]
  [1708  859  793  937]
  [ 962 1620  759 1408]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:07.712 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-61 wav [[[-0.00594246 -0.07083042 -0.11743579 ... -0.01224556 -0.0012733
    0.00776599]]] -0.35602352023124695 -9.005195897771046e-05 0.06507798284292221 0.2743745744228363 (1, 1, 7680)
2026-04-30 19:26:07.712 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-65 chunk_tokens [[[ 417 1407  204  381]
  [ 443  340 1858  201]
  [  41 1840  604 1237]
  [ 747   66  252  787]
  [1865 1115 1430 1026]
  [ 240  774  915  115]
  [1662  296 1309  678]
  [1409 1653  370  499]
  [ 926  813 1653 1175]
  [ 358 1176 1362  493]
  [ 636  809  246  349]
  [ 238 1392  460   96]
  [ 659 1106 1230 1641]
  [ 684 1039  382  256]
  [1249 1141  273 1516]
  [1416 1878 1167 1499]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:07.736 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-65 wav [[[ 0.00711998 -0.00636461 -0.02865032 ...  0.01531223  0.02133005
    0.02612119]]] -0.3169194757938385 4.87714605696965e-05 0.04392051696777344 0.18612053990364075 (1, 1, 7680)
2026-04-30 19:26:07.736 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-69 chunk_tokens [[[ 863]
  [1875]
  [ 706]
  [1628]
  [ 390]
  [1575]
  [1770]
  [ 318]
  [ 248]
  [1285]
  [ 195]
  [ 183]
  [ 822]
  [ 123]
  [ 503]
  [ 467]]] (1, 16, 1) n_chunk_frames 1
2026-04-30 19:26:07.766 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-69 wav [[[2.5798496e-02 2.0124789e-02 9.4997659e-03 ... 1.0540312e-05
   1.0445123e-05 1.0610051e-05]]] -0.06146857514977455 -9.881023288471624e-05 0.006389988120645285 0.028675077483057976 (1, 1, 1920)
2026-04-30 19:26:07.766 [INFO] src.inference.qwen3_tts_inferencer_onnx: reset_turn reset_generation_state step-idx-90
2026-04-30 19:26:07.784 [INFO] __main__: Synthesising: 'И это огромный сдвиг'
2026-04-30 19:26:07.784 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment И -> text_cache И
2026-04-30 19:26:07.784 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:26:07.784 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:26:07.864 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]]] (1, 1, 1024)
2026-04-30 19:26:07.864 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:26:07.864 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:26:07.864 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:26:07.865 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [-0.02542407  0.05565496  0.02078674 ...  0.21637845  0.06261076
    0.08690926]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:26:07.865 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:07.865 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:07.865 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:26:07.865 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:26:07.866 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:26:07.866 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:26:07.866 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:26:07.867 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [-0.02064589  0.05184897  0.01909059 ...  0.2070941   0.06416605
    0.09115074]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:26:07.867 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [-2.0645889e-02  5.1848970e-02  1.9090585e-02 ...  2.0709410e-01
    6.4166047e-02  9.1150738e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=9; step_idx=0
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache И 
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment э -> text_cache И э
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment т -> text_cache И эт
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache И это
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache И это 
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache И это о
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache И это ог
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment р -> text_cache И это огр
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache И это огро
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment м -> text_cache И это огром
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache И это огромн
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment ы -> text_cache И это огромны
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment й -> text_cache И это огромный
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache И это огромный 
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache И это огромный с
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment д -> text_cache И это огромный сд
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment в -> text_cache И это огромный сдв
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache И это огромный сдви
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache И это огромный сдвиг
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache И это огромный сдвиг 20
2026-04-30 19:26:07.912 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['И это огромный сдвиг'] 20
Qwen3TTSProcessor __call__ text ['И это огромный сдвиг']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[ 30174,  67879, 127776,  12228,  33513,   5409, 140179]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:07.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[ 30174,  67879, 127776,  12228,  33513,   5409, 140179]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:07.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[ 30174  67879 127776  12228  33513   5409 140179]] (1, 7)
2026-04-30 19:26:07.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[ 30174  67879 127776  12228  33513   5409 140179]] (1, 7)
2026-04-30 19:26:07.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(30174), np.int64(67879), np.int64(127776), np.int64(12228), np.int64(33513), np.int64(5409), np.int64(140179), np.int64(151673)] 8
2026-04-30 19:26:07.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:07.913 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(30174), np.int64(67879), np.int64(127776), np.int64(12228), np.int64(33513), np.int64(5409), np.int64(140179), np.int64(151673)] 8
2026-04-30 19:26:07.914 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 30174 -> pending_tokens [np.int64(67879), np.int64(127776), np.int64(12228), np.int64(33513), np.int64(5409), np.int64(140179), np.int64(151673)] 7
2026-04-30 19:26:07.922 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-0 vq [1995] (1,) int64
2026-04-30 19:26:07.948 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-1 vq-rvq [[[1995 1159    0   22  247   69 1579  426  853  312 1358  969 1956  118
    224  419]]] (1, 1, 16) int64
2026-04-30 19:26:07.949 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 67879 -> pending_tokens [np.int64(127776), np.int64(12228), np.int64(33513), np.int64(5409), np.int64(140179), np.int64(151673)] 6
2026-04-30 19:26:07.957 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-1 vq [215] (1,) int64
2026-04-30 19:26:07.983 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-2 vq-rvq [[[ 215 1134  933  371  243 1748   55 1641 1253   38  743  823  527 1529
     82  901]]] (1, 1, 16) int64
2026-04-30 19:26:07.983 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 127776 -> pending_tokens [np.int64(12228), np.int64(33513), np.int64(5409), np.int64(140179), np.int64(151673)] 5
2026-04-30 19:26:07.991 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-2 vq [212] (1,) int64
2026-04-30 19:26:08.018 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-3 vq-rvq [[[ 212 1666  771 1670 1210 1347  310 1034  241  455 2040  175 1677 1422
   1213 1668]]] (1, 1, 16) int64
2026-04-30 19:26:08.018 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 12228 -> pending_tokens [np.int64(33513), np.int64(5409), np.int64(140179), np.int64(151673)] 4
2026-04-30 19:26:08.026 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-3 vq [1181] (1,) int64
2026-04-30 19:26:08.053 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-4 vq-rvq [[[1181  957 1093  515  909  407 1841  486  564 1974 1657  362 1851 1654
    273  129]]] (1, 1, 16) int64
2026-04-30 19:26:08.053 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 33513 -> pending_tokens [np.int64(5409), np.int64(140179), np.int64(151673)] 3
2026-04-30 19:26:08.061 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-4 vq [462] (1,) int64
2026-04-30 19:26:08.087 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-5 vq-rvq [[[ 462 1809 1975 1363 1648  497 1751  668 1242 1462  876  124 1779 1366
    647  223]]] (1, 1, 16) int64
2026-04-30 19:26:08.087 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 5409 -> pending_tokens [np.int64(140179), np.int64(151673)] 2
2026-04-30 19:26:08.095 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-5 vq [1225] (1,) int64
2026-04-30 19:26:08.122 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-6 vq-rvq [[[1225  636 1104 1192  537 1880 1811 1688 1551  412  512 1644  924 1326
    398 1689]]] (1, 1, 16) int64
2026-04-30 19:26:08.122 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 140179 -> pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:08.130 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-6 vq [333] (1,) int64
2026-04-30 19:26:08.157 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-7 vq-rvq [[[ 333  597 1277   77 1155 1861 1097  931  202  904 1616 1985  396 1554
    487  144]]] (1, 1, 16) int64
2026-04-30 19:26:08.157 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:26:08.165 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-7 vq [948] (1,) int64
2026-04-30 19:26:08.191 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-8 vq-rvq [[[ 948 1698 1396 1783 1769 1801 1352  359 1673  252  993 1509 2030  536
    744   80]]] (1, 1, 16) int64
2026-04-30 19:26:08.191 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 chunk_tokens [[[1995  215  212 1181]
  [1159 1134 1666  957]
  [   0  933  771 1093]
  [  22  371 1670  515]
  [ 247  243 1210  909]
  [  69 1748 1347  407]
  [1579   55  310 1841]
  [ 426 1641 1034  486]
  [ 853 1253  241  564]
  [ 312   38  455 1974]
  [1358  743 2040 1657]
  [ 969  823  175  362]
  [1956  527 1677 1851]
  [ 118 1529 1422 1654]
  [ 224   82 1213  273]
  [ 419  901 1668  129]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:08.216 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-0 wav [[[-2.0183910e-02 -1.5937209e-02 -1.3884507e-02 ...  5.7107034e-05
    3.8642902e-05  1.1677517e-05]]] -0.02084321156144142 -5.6190634495578706e-05 0.0011370863066986203 0.010447698645293713 (1, 1, 7680)
2026-04-30 19:26:08.216 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 chunk_tokens [[[ 462 1225  333  948]
  [1809  636  597 1698]
  [1975 1104 1277 1396]
  [1363 1192   77 1783]
  [1648  537 1155 1769]
  [ 497 1880 1861 1801]
  [1751 1811 1097 1352]
  [ 668 1688  931  359]
  [1242 1551  202 1673]
  [1462  412  904  252]
  [ 876  512 1616  993]
  [ 124 1644 1985 1509]
  [1779  924  396 2030]
  [1366 1326 1554  536]
  [ 647  398  487  744]
  [ 223 1689  144   80]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:08.240 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-4 wav [[[-3.8887060e-06 -1.9734021e-05 -8.4024796e-06 ...  1.1066332e-01
    8.8470802e-02  5.8433518e-02]]] -0.2045511156320572 0.00010347345232730731 0.04608716815710068 0.2536100447177887 (1, 1, 7680)
2026-04-30 19:26:08.248 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-8 vq [1363] (1,) int64
2026-04-30 19:26:08.275 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-9 vq-rvq [[[1363  328   30 2009  440  765  864  886 1632   43 2006  294  816  209
    823  344]]] (1, 1, 16) int64
2026-04-30 19:26:08.282 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-9 vq [1249] (1,) int64
2026-04-30 19:26:08.309 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-10 vq-rvq [[[1249  721 1687 1092  644 1303  206  609 1173 1791  883  300  263  848
    516 1515]]] (1, 1, 16) int64
2026-04-30 19:26:08.317 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-10 vq [269] (1,) int64
2026-04-30 19:26:08.344 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-11 vq-rvq [[[ 269 1888 1100 1053  690 1010 1545  127  968  383 1355  468 1277 1149
    731  960]]] (1, 1, 16) int64
2026-04-30 19:26:08.352 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-11 vq [1532] (1,) int64
2026-04-30 19:26:08.378 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-12 vq-rvq [[[1532  875  725  489  529 1434   45 1699  959  830  346 1625  283  377
    764 1410]]] (1, 1, 16) int64
2026-04-30 19:26:08.386 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-12 vq [1769] (1,) int64
2026-04-30 19:26:08.413 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-13 vq-rvq [[[1769 1355 1072  189 1547  539  135 1611  162 1585 1264  522  376 1524
    942  850]]] (1, 1, 16) int64
2026-04-30 19:26:08.421 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-13 vq [1105] (1,) int64
2026-04-30 19:26:08.448 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-14 vq-rvq [[[1105 1323 1391 1513 1852  412   69 1605 1449 1172 1315 1040 1366  350
   1910  848]]] (1, 1, 16) int64
2026-04-30 19:26:08.456 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-14 vq [22] (1,) int64
2026-04-30 19:26:08.483 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-15 vq-rvq [[[  22  172  582  909  445   46 1860 1124  568  749  265   16   22  908
    531 1437]]] (1, 1, 16) int64
2026-04-30 19:26:08.491 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-15 vq [1919] (1,) int64
2026-04-30 19:26:08.517 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-16 vq-rvq [[[1919  443   63  146 1844  614 1670 1079 1298 1028   52  853 1060 2044
    222  310]]] (1, 1, 16) int64
2026-04-30 19:26:08.525 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-16 vq [1699] (1,) int64
2026-04-30 19:26:08.552 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-17 vq-rvq [[[1699 1113 1827  606  296 1641  863  787  606  229  318  676 1853  840
      3 2019]]] (1, 1, 16) int64
2026-04-30 19:26:08.560 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-17 vq [1401] (1,) int64
2026-04-30 19:26:08.587 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-18 vq-rvq [[[1401  208 1794  492 1434  724  457 1495 1339  414 1528  236   69  929
   1685  546]]] (1, 1, 16) int64
2026-04-30 19:26:08.595 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-18 vq [1759] (1,) int64
2026-04-30 19:26:08.622 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-19 vq-rvq [[[1759  739  856 1366 1098 1511 1682 1510  263 1214 2025  178 1321   64
   1935 1128]]] (1, 1, 16) int64
2026-04-30 19:26:08.630 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-19 vq [1509] (1,) int64
2026-04-30 19:26:08.657 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-20 vq-rvq [[[1509  386  878  633 1868 1350  870 1086  186  212  935  332  498 1710
    526 1358]]] (1, 1, 16) int64
2026-04-30 19:26:08.665 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-20 vq [101] (1,) int64
2026-04-30 19:26:08.692 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-21 vq-rvq [[[ 101  552 1643  545 1294 1302 1408  367 1252  690  191  220  447 1324
   1752 1497]]] (1, 1, 16) int64
2026-04-30 19:26:08.700 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-21 vq [1786] (1,) int64
2026-04-30 19:26:08.727 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-22 vq-rvq [[[1786 1361 1196    7 1118 1365  651  183  563 1655  958 1061    4 1886
    344 1724]]] (1, 1, 16) int64
2026-04-30 19:26:08.735 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-22 vq [510] (1,) int64
2026-04-30 19:26:08.762 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-23 vq-rvq [[[ 510   72 1471  343  377 1026   15 1466   67  565 2028  536  106 1209
    944 1218]]] (1, 1, 16) int64
2026-04-30 19:26:08.770 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-23 vq [759] (1,) int64
2026-04-30 19:26:08.797 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-24 vq-rvq [[[ 759  844  679   60  229 1985  970  998 1037 1221  198 1952 1520  847
   1541 1195]]] (1, 1, 16) int64
2026-04-30 19:26:08.805 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-24 vq [2150] (1,) int64
2026-04-30 19:26:08.805 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 chunk_tokens [[[1363 1249  269 1532]
  [ 328  721 1888  875]
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  [ 823  516  731  764]
  [ 344 1515  960 1410]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:08.829 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-8 wav [[[ 0.03129857  0.00853362 -0.01033144 ...  0.09652691  0.09359639
    0.08388945]]] -0.2293231338262558 -5.644173143082298e-05 0.0785219594836235 0.3838101625442505 (1, 1, 7680)
2026-04-30 19:26:08.829 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 chunk_tokens [[[1769 1105   22 1919]
  [1355 1323  172  443]
  [1072 1391  582   63]
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  [ 850  848 1437  310]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:08.853 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-12 wav [[[ 0.05809088  0.02357002 -0.00454529 ... -0.0498165  -0.04576993
   -0.03763081]]] -0.3089529573917389 -3.526918703755655e-07 0.09083333611488342 0.3005658984184265 (1, 1, 7680)
2026-04-30 19:26:08.854 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 chunk_tokens [[[1699 1401 1759 1509]
  [1113  208  739  386]
  [1827 1794  856  878]
  [ 606  492 1366  633]
  [ 296 1434 1098 1868]
  [1641  724 1511 1350]
  [ 863  457 1682  870]
  [ 787 1495 1510 1086]
  [ 606 1339  263  186]
  [ 229  414 1214  212]
  [ 318 1528 2025  935]
  [ 676  236  178  332]
  [1853   69 1321  498]
  [ 840  929   64 1710]
  [   3 1685 1935  526]
  [2019  546 1128 1358]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:08.878 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-16 wav [[[-2.2946877e-02 -2.3201210e-03  2.1217730e-02 ...  1.0006299e-05
   -3.3452941e-04 -1.9635350e-04]]] -0.24175524711608887 3.526797809172422e-05 0.053924478590488434 0.29685649275779724 (1, 1, 7680)
2026-04-30 19:26:08.878 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 chunk_tokens [[[ 101 1786  510  759]
  [ 552 1361   72  844]
  [1643 1196 1471  679]
  [ 545    7  343   60]
  [1294 1118  377  229]
  [1302 1365 1026 1985]
  [1408  651   15  970]
  [ 367  183 1466  998]
  [1252  563   67 1037]
  [ 690 1655  565 1221]
  [ 191  958 2028  198]
  [ 220 1061  536 1952]
  [ 447    4  106 1520]
  [1324 1886 1209  847]
  [1752  344  944 1541]
  [1497 1724 1218 1195]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:08.902 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-20 wav [[[5.07825869e-04 1.12122181e-03 5.06746350e-04 ... 1.08543572e-05
   1.14508384e-05 1.15422645e-05]]] -0.25886231660842896 9.83110749075422e-06 0.04671125486493111 0.2909148931503296 (1, 1, 7680)
2026-04-30 19:26:08.902 [INFO] __main__: Synthesising: 'для мирового бизнеса.'
2026-04-30 19:26:08.902 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment д -> text_cache д
2026-04-30 19:26:08.902 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled False is_finished False
2026-04-30 19:26:08.907 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list [array([[[-0.03852101, -0.06222959, -0.06324419, ...,  0.00308757,
          0.01666446,  0.02635817]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.02811593,  0.01903336,  0.00181638, ..., -0.00637799,
         -0.00625728, -0.01839462]]], shape=(1, 1, 7680), dtype=float32), array([[[-3.6303084e-02, -4.4228390e-02, -4.6101980e-02, ...,
          4.6050473e-04, -4.0465111e-05, -2.4329145e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[7.2466741e-05, 2.7459790e-04, 3.0666371e-04, ...,
         8.0509745e-03, 1.3393108e-02, 9.4361240e-03]]],
      shape=(1, 1, 7680), dtype=float32), array([[[ 0.00426391,  0.00582221,  0.00909369, ..., -0.02768227,
         -0.02276854, -0.01686861]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01355644, -0.01526949, -0.01623942, ...,  0.0395449 ,
          0.05279908,  0.00224491]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.01579052,  0.00150335, -0.02962946, ..., -0.00423873,
         -0.00033509,  0.00640968]]], shape=(1, 1, 7680), dtype=float32), array([[[1.9390190e-02, 3.0609204e-02, 3.0704437e-02, ...,
         1.1317945e-05, 1.0956299e-05, 1.1030028e-05]]],
      shape=(1, 1, 3840), dtype=float32), array([[[ 1.1094540e-05,  1.1138460e-05,  1.1009237e-05, ...,
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      shape=(1, 1, 7680), dtype=float32), array([[[0.00221431, 0.03934583, 0.0700637 , ..., 0.01913414,
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         0.05668663, 0.05911173]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.04501721,  0.0241992 ,  0.01363233, ..., -0.04057647,
         -0.05749581, -0.0651198 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.06861783, -0.06905188, -0.06281615, ..., -0.00338598,
          0.00180774,  0.00092616]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00584421, -0.00096309,  0.00632945, ...,  0.00375346,
          0.00384357,  0.00217619]]], shape=(1, 1, 7680), dtype=float32), array([[[-0.00579548, -0.01757104, -0.0243005 , ...,  0.00547749,
          0.00660871,  0.009783  ]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.01747901,  0.02681293,  0.03847475, ..., -0.02004432,
         -0.02144283, -0.0218131 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.9715637e-02, -1.6528632e-02, -1.3177541e-02, ...,
          1.1422026e-05,  1.1317023e-05,  1.1494269e-05]]],
      shape=(1, 1, 1920), dtype=float32), array([[[-2.06317715e-02, -1.67933665e-02, -1.47240255e-02, ...,
          6.64611871e-05, -4.19520393e-06, -7.44241624e-05]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-8.0167578e-05, -4.1713702e-05,  3.4347220e-05, ...,
          1.4899543e-02,  1.9630753e-02,  2.1652387e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[0.02029367, 0.01627654, 0.01006193, ..., 0.06808572,
         0.06454458, 0.05861032]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.05094757,  0.04577596,  0.04464076, ..., -0.03615839,
         -0.03458475,  0.00780901]]], shape=(1, 1, 7680), dtype=float32), array([[[0.05842641, 0.09555472, 0.10986558, ..., 0.0013969 ,
         0.01872239, 0.04114778]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.05213842,  0.05569138,  0.06345794, ..., -0.00115294,
         -0.00027638, -0.00037019]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2735376e-03, -7.3580118e-04,  3.0488527e-05, ...,
          8.4239952e-03,  3.2757007e-02,  1.1410726e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[-0.03925117, -0.01366347,  0.03734893, ..., -0.04557104,
         -0.04238814, -0.02026677]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.02351574,  0.06001395,  0.05978361, ...,  0.00261743,
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          1.9708219e-05,  1.7832308e-05,  1.5235857e-05]]],
      shape=(1, 1, 1920), dtype=float32), array([[[6.4516030e-06, 3.8836665e-06, 3.5758250e-05, ...,
         2.0419013e-02, 5.6000661e-02, 7.9175197e-02]]],
      shape=(1, 1, 7680), dtype=float32), array([[[0.07597505, 0.05851083, 0.06002833, ..., 0.07287683,
         0.04599379, 0.01605063]]], shape=(1, 1, 7680), dtype=float32), array([[[0.00099137, 0.00403599, 0.01846475, ..., 0.02468315,
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      shape=(1, 1, 7680), dtype=float32), array([[[-3.8887060e-06, -1.9734021e-05, -8.4024796e-06, ...,
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      shape=(1, 1, 7680), dtype=float32), array([[[ 0.03129857,  0.00853362, -0.01033144, ...,  0.09652691,
          0.09359639,  0.08388945]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.05809088,  0.02357002, -0.00454529, ..., -0.0498165 ,
         -0.04576993, -0.03763081]]], shape=(1, 1, 7680), dtype=float32), array([[[-2.2946877e-02, -2.3201210e-03,  2.1217730e-02, ...,
          1.0006299e-05, -3.3452941e-04, -1.9635350e-04]]],
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         1.08543572e-05, 1.14508384e-05, 1.15422645e-05]]],
      shape=(1, 1, 7680), dtype=float32)] 42
2026-04-30 19:26:08.907 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history [-3.85210067e-02 -6.22295924e-02 -6.32441938e-02 ...  1.08543572e-05
  1.14508384e-05  1.15422645e-05] (301440,) float32
2026-04-30 19:26:08.908 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont wav_history_after cut_idx 15 [1.74790137e-02 2.68129278e-02 3.84747460e-02 ... 1.08543572e-05
 1.14508384e-05 1.15422645e-05] (190080,) float32
2026-04-30 19:26:08.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: prefill cont ref_wav_history_list_after cut_idx 15 [array([[[ 0.01747901,  0.02681293,  0.03847475, ..., -0.02004432,
         -0.02144283, -0.0218131 ]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.9715637e-02, -1.6528632e-02, -1.3177541e-02, ...,
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      shape=(1, 1, 7680), dtype=float32), array([[[-8.0167578e-05, -4.1713702e-05,  3.4347220e-05, ...,
          1.4899543e-02,  1.9630753e-02,  2.1652387e-02]]],
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         -0.00027638, -0.00037019]]], shape=(1, 1, 7680), dtype=float32), array([[[-1.2735376e-03, -7.3580118e-04,  3.0488527e-05, ...,
          8.4239952e-03,  3.2757007e-02,  1.1410726e-02]]],
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          0.02133005,  0.02612119]]], shape=(1, 1, 7680), dtype=float32), array([[[2.5798496e-02, 2.0124789e-02, 9.4997659e-03, ...,
         1.0540312e-05, 1.0445123e-05, 1.0610051e-05]]],
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          5.7107034e-05,  3.8642902e-05,  1.1677517e-05]]],
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      shape=(1, 1, 7680), dtype=float32), array([[[ 0.03129857,  0.00853362, -0.01033144, ...,  0.09652691,
          0.09359639,  0.08388945]]], shape=(1, 1, 7680), dtype=float32), array([[[ 0.05809088,  0.02357002, -0.00454529, ..., -0.0498165 ,
         -0.04576993, -0.03763081]]], shape=(1, 1, 7680), dtype=float32), array([[[-2.2946877e-02, -2.3201210e-03,  2.1217730e-02, ...,
          1.0006299e-05, -3.3452941e-04, -1.9635350e-04]]],
      shape=(1, 1, 7680), dtype=float32), array([[[5.07825869e-04, 1.12122181e-03, 5.06746350e-04, ...,
         1.08543572e-05, 1.14508384e-05, 1.15422645e-05]]],
      shape=(1, 1, 7680), dtype=float32)] 27
2026-04-30 19:26:08.911 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds language_id 2069
2026-04-30 19:26:08.985 [INFO] src.inference.qwen3_tts_inferencer_onnx: _prefill_embeds speaker_embed [[[-0.02861767  0.04147377 -0.04973026 ...  0.1851612   0.07234052
    0.06604917]]] (1, 1, 1024)
2026-04-30 19:26:08.985 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_prefill_list [[2154 2156 2069 2157]]
2026-04-30 19:26:08.986 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_0 [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]]] (1, 4, 1024)
2026-04-30 19:26:08.986 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding_1 [[[-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 1, 1024)
2026-04-30 19:26:08.986 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate codec_input_embedding [[[-0.00662231  0.00408936  0.00294495 ...  0.0111084  -0.00221252
   -0.00595093]
  [-0.00418091  0.00317383  0.0004921  ...  0.00231934 -0.00219727
   -0.00291443]
  [ 0.00360107 -0.0201416   0.01098633 ... -0.03833008  0.05273438
    0.00376892]
  [-0.00294495  0.00515747  0.00060272 ...  0.01647949 -0.00176239
   -0.00171661]
  [-0.02861767  0.04147377 -0.04973026 ...  0.1851612   0.07234052
    0.06604917]
  [-0.00190735 -0.00424194 -0.00109863 ...  0.00312805  0.00408936
    0.0004921 ]]] (1, 6, 1024)
2026-04-30 19:26:08.986 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['<|im_start|>assistant\n'] 22
Qwen3TTSProcessor __call__ text ['<|im_start|>assistant\n']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:08.987 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[151644,  77091,    198]]), 'attention_mask': array([[1, 1, 1]])}
2026-04-30 19:26:08.987 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[151644  77091    198]] (1, 3)
2026-04-30 19:26:08.987 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[151644  77091    198]] (1, 3)
2026-04-30 19:26:08.987 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed_role [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]]] (1, 3, 1024)
2026-04-30 19:26:08.988 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_bos_embed [[[ 0.00610207 -0.00173687  0.00627419 ... -0.0001377  -0.00063036
   -0.00767252]]] (1, 1, 1024)
2026-04-30 19:26:08.988 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate tts_pad_embed [[[ 0.00477818 -0.00380599 -0.00169616 ... -0.00928435  0.00155528
    0.00424147]]] (1, 1, 1024)
2026-04-30 19:26:08.988 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate _talker_input_embed [[[-0.00184413  0.00028337  0.00124879 ...  0.00182405 -0.00065724
   -0.00170945]
  [ 0.00059727 -0.00063216 -0.00120406 ... -0.00696501 -0.00064198
    0.00132705]
  [ 0.00837926 -0.02394759  0.00929017 ... -0.04761443  0.05428966
    0.0080104 ]
  [ 0.00183324  0.00135149 -0.00109344 ...  0.00719514 -0.00020711
    0.00252486]
  [-0.02383949  0.03766778 -0.05142642 ...  0.17587686  0.0738958
    0.07029065]
  [ 0.00419472 -0.00597882  0.00517556 ...  0.00299035  0.003459
   -0.00718043]]] (1, 6, 1024)
2026-04-30 19:26:08.989 [INFO] src.inference.qwen3_tts_inferencer_onnx: generate talker_input_embed [[[-3.1760857e-03  3.4366560e-04 -6.5541547e-04 ...  6.8441611e-03
    1.6852217e-03 -3.0699652e-04]
  [-5.0306484e-02  4.0557664e-03  1.8289866e-02 ... -5.6887679e-02
    1.0521024e-02 -2.8837420e-02]
  [ 1.9569334e-03 -6.3376268e-05  1.1566407e-03 ...  2.7661016e-03
    4.2793620e-04 -2.2229077e-03]
  ...
  [ 1.8332358e-03  1.3514850e-03 -1.0934370e-03 ...  7.1951421e-03
   -2.0710612e-04  2.5248611e-03]
  [-2.3839490e-02  3.7667781e-02 -5.1426422e-02 ...  1.7587686e-01
    7.3895805e-02  7.0290647e-02]
  [ 4.1947225e-03 -5.9788167e-03  5.1755565e-03 ...  2.9903483e-03
    3.4589968e-03 -7.1804281e-03]]] (1, 9, 1024)
2026-04-30 19:26:09.033 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill done; talker_seq_len=43; step_idx=43
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: Prefill cont done; talker_seq_len=43; step_idx=43
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment л -> text_cache дл
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment я -> text_cache для
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache для 
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment м -> text_cache для м
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache для ми
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment р -> text_cache для мир
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache для миро
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment в -> text_cache для миров
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache для мирово
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment г -> text_cache для мировог
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment о -> text_cache для мирового
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment   -> text_cache для мирового 
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment б -> text_cache для мирового б
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment и -> text_cache для мирового би
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment з -> text_cache для мирового биз
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment н -> text_cache для мирового бизн
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.069 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment е -> text_cache для мирового бизне
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment с -> text_cache для мирового бизнес
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment а -> text_cache для мирового бизнеса
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [] 0
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text text_fragment . -> text_cache для мирового бизнеса.
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts text ['для мирового бизнеса.'] 21
Qwen3TTSProcessor __call__ text ['для мирового бизнеса.']
Qwen3TTSProcessor __call__ output_kwargs[text_kwargs] {'padding': True, 'padding_side': 'left', 'return_tensors': 'np'}
Qwen3TTSProcessor __call__ texts_inputs {'input_ids': array([[  6949,  13695, 138061,  22107, 132199,   1478,     13]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_dict {'input_ids': array([[  6949,  13695, 138061,  22107, 132199,   1478,     13]]), 'attention_mask': array([[1, 1, 1, 1, 1, 1, 1]])}
2026-04-30 19:26:09.070 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids [[  6949  13695 138061  22107 132199   1478     13]] (1, 7)
2026-04-30 19:26:09.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: _tokenize_texts input_ids_ [[  6949  13695 138061  22107 132199   1478     13]] (1, 7)
2026-04-30 19:26:09.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text segment для мирового бизнеса. 21 -> tokenized_segment [np.int64(6949), np.int64(13695), np.int64(138061), np.int64(22107), np.int64(132199), np.int64(1478), np.int64(13)] 7
2026-04-30 19:26:09.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: push_text pending_tokens [np.int64(6949), np.int64(13695), np.int64(138061), np.int64(22107), np.int64(132199), np.int64(1478), np.int64(13)]
2026-04-30 19:26:09.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(6949), np.int64(13695), np.int64(138061), np.int64(22107), np.int64(132199), np.int64(1478), np.int64(13)] 7
2026-04-30 19:26:09.071 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 6949 -> pending_tokens [np.int64(13695), np.int64(138061), np.int64(22107), np.int64(132199), np.int64(1478), np.int64(13)] 6
2026-04-30 19:26:09.079 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-43 vq [1221] (1,) int64
2026-04-30 19:26:09.106 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-44 vq-rvq [[[1221 1889  373  973  111  736 1204  188 1653 1305 1538  411  196 1583
    305  770]]] (1, 1, 16) int64
2026-04-30 19:26:09.106 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 13695 -> pending_tokens [np.int64(138061), np.int64(22107), np.int64(132199), np.int64(1478), np.int64(13)] 5
2026-04-30 19:26:09.114 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-44 vq [2042] (1,) int64
2026-04-30 19:26:09.141 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-45 vq-rvq [[[2042  277 1038  252  360 1876  303 1648  107  736   88  126  866 1973
    477  624]]] (1, 1, 16) int64
2026-04-30 19:26:09.142 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 138061 -> pending_tokens [np.int64(22107), np.int64(132199), np.int64(1478), np.int64(13)] 4
2026-04-30 19:26:09.150 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-45 vq [1812] (1,) int64
2026-04-30 19:26:09.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-46 vq-rvq [[[1812 1975  702  912 1514 1129 1098  275  591  465 1421  412  503  465
   1096 1053]]] (1, 1, 16) int64
2026-04-30 19:26:09.177 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 22107 -> pending_tokens [np.int64(132199), np.int64(1478), np.int64(13)] 3
2026-04-30 19:26:09.185 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-46 vq [905] (1,) int64
2026-04-30 19:26:09.212 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-47 vq-rvq [[[ 905  637 1379 1325   70  445 1987  864  975 1721  701  956 1358    3
    133 1381]]] (1, 1, 16) int64
2026-04-30 19:26:09.212 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 132199 -> pending_tokens [np.int64(1478), np.int64(13)] 2
2026-04-30 19:26:09.220 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-47 vq [1406] (1,) int64
2026-04-30 19:26:09.247 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-48 vq-rvq [[[1406 1561  216   71 1606  523 1920  203   17 1284   86 1733  688 1115
     77  785]]] (1, 1, 16) int64
2026-04-30 19:26:09.247 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 1478 -> pending_tokens [np.int64(13)] 1
2026-04-30 19:26:09.255 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-48 vq [1804] (1,) int64
2026-04-30 19:26:09.282 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-49 vq-rvq [[[1804 1175 1088  319  846 1810   75 1281 1823  375 1998  959  674 2042
     73  627]]] (1, 1, 16) int64
2026-04-30 19:26:09.282 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 13 -> pending_tokens [] 0
2026-04-30 19:26:09.290 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-49 vq [1239] (1,) int64
2026-04-30 19:26:09.317 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-50 vq-rvq [[[1239 1155   11  777   39  731 1286 1608  925  730  683  987  417 2043
   1169 2031]]] (1, 1, 16) int64
2026-04-30 19:26:09.317 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-24 chunk_tokens [[[1221 2042 1812  905]
  [1889  277 1975  637]
  [ 373 1038  702 1379]
  [ 973  252  912 1325]
  [ 111  360 1514   70]
  [ 736 1876 1129  445]
  [1204  303 1098 1987]
  [ 188 1648  275  864]
  [1653  107  591  975]
  [1305  736  465 1721]
  [1538   88 1421  701]
  [ 411  126  412  956]
  [ 196  866  503 1358]
  [1583 1973  465    3]
  [ 305  477 1096  133]
  [ 770  624 1053 1381]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:09.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-24 wav [[[1.0586618e-05 1.0957512e-05 1.1577104e-05 ... 1.7860198e-01
   2.2454987e-01 2.2613712e-01]]] -0.2697470486164093 2.8067548555554822e-05 0.06279374659061432 0.29932451248168945 (1, 1, 7680)
2026-04-30 19:26:09.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text text_cache  0
2026-04-30 19:26:09.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: end_text pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:09.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens is_prefilled True is_finished False
2026-04-30 19:26:09.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens pending_tokens [np.int64(151673)] 1
2026-04-30 19:26:09.341 [INFO] src.inference.qwen3_tts_inferencer_onnx: drain_pending_tokens token 151673 -> pending_tokens [] 0
2026-04-30 19:26:09.349 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-50 vq [613] (1,) int64
2026-04-30 19:26:09.377 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-51 vq-rvq [[[ 613  248  443  533  466 1474  204 1818  719  581  802  141  784 1918
   1958  766]]] (1, 1, 16) int64
2026-04-30 19:26:09.377 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-28 chunk_tokens [[[1406 1804 1239  613]
  [1561 1175 1155  248]
  [ 216 1088   11  443]
  [  71  319  777  533]
  [1606  846   39  466]
  [ 523 1810  731 1474]
  [1920   75 1286  204]
  [ 203 1281 1608 1818]
  [  17 1823  925  719]
  [1284  375  730  581]
  [  86 1998  683  802]
  [1733  959  987  141]
  [ 688  674  417  784]
  [1115 2042 2043 1918]
  [  77   73 1169 1958]
  [ 785  627 2031  766]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:09.401 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-28 wav [[[ 0.18334845  0.09610437 -0.00970795 ... -0.14953831 -0.13082638
   -0.10510523]]] -0.3167853057384491 -6.515438872156665e-05 0.08525040000677109 0.3474375605583191 (1, 1, 7680)
2026-04-30 19:26:09.409 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-51 vq [1845] (1,) int64
2026-04-30 19:26:09.436 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-52 vq-rvq [[[1845 1716 2038 1642  825 1307 1284  751 1099 1860  596   77 1422  923
    730  593]]] (1, 1, 16) int64
2026-04-30 19:26:09.445 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-52 vq [1053] (1,) int64
2026-04-30 19:26:09.472 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-53 vq-rvq [[[1053 1199  861 1987  457  294  523  727 1090  125 1080  885  746  922
   1087  207]]] (1, 1, 16) int64
2026-04-30 19:26:09.480 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-53 vq [1032] (1,) int64
2026-04-30 19:26:09.507 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-54 vq-rvq [[[1032  409  801 1855 1183  553 1931  498  305 1226 1015 1981  584 1033
    365 1428]]] (1, 1, 16) int64
2026-04-30 19:26:09.515 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-54 vq [919] (1,) int64
2026-04-30 19:26:09.542 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-55 vq-rvq [[[ 919 1330 1787  884  491   15 1583  778  410 1142  549  404  855 1867
   1089 1882]]] (1, 1, 16) int64
2026-04-30 19:26:09.551 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-55 vq [868] (1,) int64
2026-04-30 19:26:09.578 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-56 vq-rvq [[[ 868  151 1170   94  967 1177   10 1010 1639   76  273  892 1009  605
   1758 1864]]] (1, 1, 16) int64
2026-04-30 19:26:09.586 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-56 vq [1809] (1,) int64
2026-04-30 19:26:09.613 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-57 vq-rvq [[[1809  727 1843  955  328  791  155  832  827 1421 1138  750 1211  599
   1106  137]]] (1, 1, 16) int64
2026-04-30 19:26:09.621 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-57 vq [1677] (1,) int64
2026-04-30 19:26:09.647 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-58 vq-rvq [[[1677  823  434   27 1196 1210  291 1787  283  744 1796  174  125  102
   1249 1014]]] (1, 1, 16) int64
2026-04-30 19:26:09.655 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-58 vq [1922] (1,) int64
2026-04-30 19:26:09.682 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-59 vq-rvq [[[1922 1116  581  812  299  514  695  633 1190 1884  477  561  948  560
    350  200]]] (1, 1, 16) int64
2026-04-30 19:26:09.690 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-59 vq [1036] (1,) int64
2026-04-30 19:26:09.717 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-60 vq-rvq [[[1036 1302  555  102  254 2009  804  750  260  355 1752  874   77  335
    158 1042]]] (1, 1, 16) int64
2026-04-30 19:26:09.725 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-60 vq [1739] (1,) int64
2026-04-30 19:26:09.752 [INFO] src.inference.qwen3_tts_inferencer_onnx: local-step-idx-61 vq-rvq [[[1739  614  139  589  937  390 1428 1264 1149 1208  385 1302   52 1617
    132  123]]] (1, 1, 16) int64
2026-04-30 19:26:09.760 [INFO] src.inference.qwen3_tts_inferencer_onnx: step-idx-61 vq [2150] (1,) int64
2026-04-30 19:26:09.760 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-32 chunk_tokens [[[1845 1053 1032  919]
  [1716 1199  409 1330]
  [2038  861  801 1787]
  [1642 1987 1855  884]
  [ 825  457 1183  491]
  [1307  294  553   15]
  [1284  523 1931 1583]
  [ 751  727  498  778]
  [1099 1090  305  410]
  [1860  125 1226 1142]
  [ 596 1080 1015  549]
  [  77  885 1981  404]
  [1422  746  584  855]
  [ 923  922 1033 1867]
  [ 730 1087  365 1089]
  [ 593  207 1428 1882]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:09.784 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-32 wav [[[-0.07561389 -0.03827108  0.00077153 ...  0.05170149  0.01008281
   -0.01854178]]] -0.3299378752708435 6.148191459942609e-05 0.0932779535651207 0.4610540270805359 (1, 1, 7680)
2026-04-30 19:26:09.784 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-36 chunk_tokens [[[ 868 1809 1677 1922]
  [ 151  727  823 1116]
  [1170 1843  434  581]
  [  94  955   27  812]
  [ 967  328 1196  299]
  [1177  791 1210  514]
  [  10  155  291  695]
  [1010  832 1787  633]
  [1639  827  283 1190]
  [  76 1421  744 1884]
  [ 273 1138 1796  477]
  [ 892  750  174  561]
  [1009 1211  125  948]
  [ 605  599  102  560]
  [1758 1106 1249  350]
  [1864  137 1014  200]]] (1, 16, 4) n_chunk_frames 4
2026-04-30 19:26:09.808 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-36 wav [[[-0.01794823  0.02109164  0.07580939 ... -0.00013498  0.00663236
   -0.00233094]]] -0.24763914942741394 6.338774983305484e-05 0.05173063650727272 0.2930958867073059 (1, 1, 7680)
2026-04-30 19:26:09.808 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-40 chunk_tokens [[[1036 1739]
  [1302  614]
  [ 555  139]
  [ 102  589]
  [ 254  937]
  [2009  390]
  [ 804 1428]
  [ 750 1264]
  [ 260 1149]
  [ 355 1208]
  [1752  385]
  [ 874 1302]
  [  77   52]
  [ 335 1617]
  [ 158  132]
  [1042  123]]] (1, 16, 2) n_chunk_frames 2
2026-04-30 19:26:09.874 [INFO] src.inference.qwen3_tts_inferencer_onnx: codec-idx-40 wav [[[-1.92377660e-02 -3.73278069e-03  1.66180078e-02 ...  1.14267914e-05
    1.12166836e-05  1.08007425e-05]]] -0.08614496886730194 9.791910088097211e-06 0.01625766046345234 0.1096140667796135 (1, 1, 3840)
2026-04-30 19:26:09.874 [INFO] __main__: Synthesis complete: 24.32 s audio in 14.51 s (RTF=0.597)
2026-04-30 19:26:09.876 [INFO] __main__: Wrote audio_synth/output_1777577155.366709.wav  (24.32 s, 24000 Hz)