| # python egs/pretraining/data_scripts/offline_tokenization_codec.py --rank 9 --input-file /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/wav.9.scp --output_file /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/hugg_tokens.9.pt --model_path /turing_music_fs/music_data/ydc/exp2/reason_ckpt/ReasoningCodec.checkpoint --train_config /turing_music_fs/music_data/ydc/exp2/reason_ckpt/infer_config.yaml --tokenizer hugg |
| # Started at Tue Nov 11 07:47:12 UTC 2025 |
| # |
| 2025-11-11 07:47:14,307 INFO [offline_tokenization_codec.py:44] max gpu 8 |
| 2025-11-11 07:47:14,307 INFO [offline_tokenization_codec.py:47] Using device: cuda:0 |
| /root/miniconda3/envs/uniaudio2/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:134: FutureWarning: `torch.nn.utils.weight_norm` is deprecated in favor of `torch.nn.utils.parametrizations.weight_norm`. |
| WeightNorm.apply(module, name, dim) |
| 2025-11-11 07:47:24,326 DEBUG [cmd.py:1253] Popen(['git', 'version'], cwd=/turing_music_fs/music_data/ydc/code2/TokenPPL/Token_LM_single, stdin=None, shell=False, universal_newlines=False) |
| 2025-11-11 07:47:24,327 DEBUG [cmd.py:1253] Popen(['git', 'version'], cwd=/turing_music_fs/music_data/ydc/code2/TokenPPL/Token_LM_single, stdin=None, shell=False, universal_newlines=False) |
| 2025-11-11 07:47:24,574 DEBUG [auth.py:50] Trying paths: ['/root/.docker/config.json', '/root/.dockercfg'] |
| 2025-11-11 07:47:24,574 DEBUG [auth.py:57] No config file found |
| 2025-11-11 07:47:25,050 DEBUG [__init__.py:44] Skipping import of cpp extensions |
| [2025-11-11 07:47:25,495] [INFO] [real_accelerator.py:222:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| 2025-11-11 07:47:25,574 INFO [spawn.py:60] gcc -pthread -B /root/miniconda3/envs/uniaudio2/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /root/miniconda3/envs/uniaudio2/include -fPIC -O2 -isystem /root/miniconda3/envs/uniaudio2/include -fPIC -c /tmp/tmpi26eki8s/test.c -o /tmp/tmpi26eki8s/test.o |
| 2025-11-11 07:47:25,589 INFO [spawn.py:60] gcc -pthread -B /root/miniconda3/envs/uniaudio2/compiler_compat /tmp/tmpi26eki8s/test.o -laio -o /tmp/tmpi26eki8s/a.out |
| 2025-11-11 07:47:26,120 INFO [spawn.py:60] gcc -pthread -B /root/miniconda3/envs/uniaudio2/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /root/miniconda3/envs/uniaudio2/include -fPIC -O2 -isystem /root/miniconda3/envs/uniaudio2/include -fPIC -c /tmp/tmpx0r3xdm0/test.c -o /tmp/tmpx0r3xdm0/test.o |
| 2025-11-11 07:47:26,134 INFO [spawn.py:60] gcc -pthread -B /root/miniconda3/envs/uniaudio2/compiler_compat /tmp/tmpx0r3xdm0/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpx0r3xdm0/a.out |
| /turing_music_fs/music_data/ydc/code2/TokenPPL/Token_LM_single/tools/tokenizer/higgCodec/audio_processing/higgs_audio_tokenizer.py:325: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. |
| parameter_dict = torch.load(model_path, map_location=device) |
| 2025-11-11 07:47:30,340 INFO [offline_tokenization_codec.py:73] tokenizer built |
| 2025-11-11 07:47:30,340 INFO [offline_tokenization_codec.py:85] [Rank 0] Checkpoint path is: /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/hugg_tokens.9.pt.checkpoint_rec.pth |
| 2025-11-11 07:47:30,341 INFO [offline_tokenization_codec.py:102] [Rank 0] No checkpoint found. Starting from scratch. |
|
[Rank 0] Tokenizing: 0%| | 0/12 [00:00<?, ?file/s]/turing_music_fs/music_data/ydc/code2/TokenPPL/Token_LM_single/tools/tokenizer/higgCodec/audio_processing/higgs_audio_tokenizer.py:36: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor). |
| audio_signal = torch.tensor(raw_audio) |
|
[Rank 0] Tokenizing: 8%|▊ | 1/12 [00:01<00:13, 1.23s/file]
[Rank 0] Tokenizing: 25%|██▌ | 3/12 [00:01<00:03, 2.67file/s]
[Rank 0] Tokenizing: 42%|████▏ | 5/12 [00:01<00:01, 4.70file/s]
[Rank 0] Tokenizing: 58%|█████▊ | 7/12 [00:01<00:00, 6.77file/s]
[Rank 0] Tokenizing: 75%|███████▌ | 9/12 [00:01<00:00, 8.75file/s]
[Rank 0] Tokenizing: 100%|██████████| 12/12 [00:01<00:00, 12.26file/s]
[Rank 0] Tokenizing: 100%|██████████| 12/12 [00:01<00:00, 6.45file/s] |
| 2025-11-11 07:47:32,202 INFO [offline_tokenization_codec.py:170] [Rank 0] Processing complete. Saving final data... |
| 2025-11-11 07:47:32,854 INFO [offline_tokenization_codec.py:188] [Rank 0] Final GPU cache cleanup completed |
| 2025-11-11 07:47:32,864 DEBUG [_api.py:331] Attempting to acquire lock 139915323757840 on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:32,865 DEBUG [_api.py:334] Lock 139915323757840 acquired on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:32,865 DEBUG [_api.py:364] Attempting to release lock 139915323757840 on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:32,865 DEBUG [_api.py:367] Lock 139915323757840 released on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:32,868 DEBUG [_api.py:331] Attempting to acquire lock 139915323765088 on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:32,868 DEBUG [_api.py:334] Lock 139915323765088 acquired on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:32,868 DEBUG [_api.py:364] Attempting to release lock 139915323765088 on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:32,868 DEBUG [_api.py:367] Lock 139915323765088 released on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| # Accounting: time=22 threads=1 |
| # Ended (code 0) at Tue Nov 11 07:47:34 UTC 2025, elapsed time 22 seconds |
| |
