| # python egs/pretraining/data_scripts/offline_tokenization_codec.py --rank 16 --input-file /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/wav.16.scp --output_file /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/hugg_tokens.16.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 07:47:14,299 INFO [offline_tokenization_codec.py:44] max gpu 8 |
| 2025-11-11 07:47:14,299 INFO [offline_tokenization_codec.py:47] Using device: cuda:7 |
| /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 07:47:24,296 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 07:47:24,298 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 07:47:24,546 DEBUG [auth.py:50] Trying paths: ['/root/.docker/config.json', '/root/.dockercfg'] |
| 2025-11-11 07:47:24,546 DEBUG [auth.py:57] No config file found |
| 2025-11-11 07:47:25,029 DEBUG [__init__.py:44] Skipping import of cpp extensions |
| [2025-11-11 07:47:25,478] [INFO] [real_accelerator.py:222:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| 2025-11-11 07:47:25,563 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/tmpe5mhbxit/test.c -o /tmp/tmpe5mhbxit/test.o |
| 2025-11-11 07:47:25,579 INFO [spawn.py:60] gcc -pthread -B /root/miniconda3/envs/uniaudio2/compiler_compat /tmp/tmpe5mhbxit/test.o -laio -o /tmp/tmpe5mhbxit/a.out |
| 2025-11-11 07:47:26,213 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/tmpialvtwea/test.c -o /tmp/tmpialvtwea/test.o |
| 2025-11-11 07:47:26,229 INFO [spawn.py:60] gcc -pthread -B /root/miniconda3/envs/uniaudio2/compiler_compat /tmp/tmpialvtwea/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpialvtwea/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 07:47:30,339 INFO [offline_tokenization_codec.py:73] tokenizer built |
| 2025-11-11 07:47:30,339 INFO [offline_tokenization_codec.py:85] [Rank 7] Checkpoint path is: /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/hugg_tokens.16.pt.checkpoint_rec.pth |
| 2025-11-11 07:47:30,340 INFO [offline_tokenization_codec.py:102] [Rank 7] No checkpoint found. Starting from scratch. |
|
[Rank 7] 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 7] Tokenizing: 8%|▊ | 1/12 [00:03<00:41, 3.80s/file]
[Rank 7] Tokenizing: 25%|██▌ | 3/12 [00:03<00:09, 1.03s/file]
[Rank 7] Tokenizing: 42%|████▏ | 5/12 [00:04<00:03, 1.88file/s]
[Rank 7] Tokenizing: 58%|█████▊ | 7/12 [00:04<00:01, 3.01file/s]
[Rank 7] Tokenizing: 75%|███████▌ | 9/12 [00:04<00:00, 4.36file/s]
[Rank 7] Tokenizing: 100%|██████████| 12/12 [00:04<00:00, 6.84file/s]
[Rank 7] Tokenizing: 100%|██████████| 12/12 [00:04<00:00, 2.72file/s] |
| 2025-11-11 07:47:34,754 INFO [offline_tokenization_codec.py:170] [Rank 7] Processing complete. Saving final data... |
| 2025-11-11 07:47:34,760 INFO [offline_tokenization_codec.py:188] [Rank 7] Final GPU cache cleanup completed |
| 2025-11-11 07:47:34,770 DEBUG [_api.py:331] Attempting to acquire lock 140201250493712 on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:34,770 DEBUG [_api.py:334] Lock 140201250493712 acquired on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:34,771 DEBUG [_api.py:364] Attempting to release lock 140201250493712 on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:34,771 DEBUG [_api.py:367] Lock 140201250493712 released on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:34,774 DEBUG [_api.py:331] Attempting to acquire lock 140201250500960 on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:34,774 DEBUG [_api.py:334] Lock 140201250500960 acquired on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:34,774 DEBUG [_api.py:364] Attempting to release lock 140201250500960 on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:34,774 DEBUG [_api.py:367] Lock 140201250500960 released on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| # Accounting: time=26 threads=1 |
| # Ended (code 0) at Tue Nov 11 07:47:38 UTC 2025, elapsed time 26 seconds |
| |
