| # python egs/pretraining/data_scripts/offline_tokenization_codec.py --rank 14 --input-file /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/wav.14.scp --output_file /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/hugg_tokens.14.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 07:47:14,303 INFO [offline_tokenization_codec.py:44] max gpu 8 |
| 2025-11-11 07:47:14,304 INFO [offline_tokenization_codec.py:47] Using device: cuda:5 |
| /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 07:47:24,091 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 07:47:24,093 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 07:47:24,364 DEBUG [auth.py:50] Trying paths: ['/root/.docker/config.json', '/root/.dockercfg'] |
| 2025-11-11 07:47:24,364 DEBUG [auth.py:57] No config file found |
| 2025-11-11 07:47:24,845 DEBUG [__init__.py:44] Skipping import of cpp extensions |
| [2025-11-11 07:47:25,341] [INFO] [real_accelerator.py:222:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| 2025-11-11 07:47:25,422 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/tmpl739ohyg/test.c -o /tmp/tmpl739ohyg/test.o |
| 2025-11-11 07:47:25,438 INFO [spawn.py:60] gcc -pthread -B /root/miniconda3/envs/uniaudio2/compiler_compat /tmp/tmpl739ohyg/test.o -laio -o /tmp/tmpl739ohyg/a.out |
| 2025-11-11 07:47:25,982 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/tmp5t52s4ji/test.c -o /tmp/tmp5t52s4ji/test.o |
| 2025-11-11 07:47:25,998 INFO [spawn.py:60] gcc -pthread -B /root/miniconda3/envs/uniaudio2/compiler_compat /tmp/tmp5t52s4ji/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmp5t52s4ji/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 07:47:30,361 INFO [offline_tokenization_codec.py:73] tokenizer built |
| 2025-11-11 07:47:30,361 INFO [offline_tokenization_codec.py:85] [Rank 5] Checkpoint path is: /turing_music_fs/music_data/ydc/code2/TokenPPL/data/music/test/16splits/hugg_tokens.14.pt.checkpoint_rec.pth |
| 2025-11-11 07:47:30,361 INFO [offline_tokenization_codec.py:102] [Rank 5] No checkpoint found. Starting from scratch. |
|
[Rank 5] 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 5] Tokenizing: 8%|▊ | 1/12 [00:03<00:41, 3.75s/file]
[Rank 5] Tokenizing: 25%|██▌ | 3/12 [00:03<00:09, 1.01s/file]
[Rank 5] Tokenizing: 42%|████▏ | 5/12 [00:03<00:03, 1.91file/s]
[Rank 5] Tokenizing: 58%|█████▊ | 7/12 [00:04<00:01, 3.06file/s]
[Rank 5] Tokenizing: 75%|███████▌ | 9/12 [00:04<00:00, 4.43file/s]
[Rank 5] Tokenizing: 92%|█████████▏| 11/12 [00:04<00:00, 5.98file/s]
[Rank 5] Tokenizing: 100%|██████████| 12/12 [00:04<00:00, 2.73file/s] |
| 2025-11-11 07:47:34,757 INFO [offline_tokenization_codec.py:170] [Rank 5] Processing complete. Saving final data... |
| 2025-11-11 07:47:34,762 INFO [offline_tokenization_codec.py:188] [Rank 5] Final GPU cache cleanup completed |
| 2025-11-11 07:47:34,773 DEBUG [_api.py:331] Attempting to acquire lock 140597400458512 on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:34,774 DEBUG [_api.py:334] Lock 140597400458512 acquired on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:34,774 DEBUG [_api.py:364] Attempting to release lock 140597400458512 on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:34,774 DEBUG [_api.py:367] Lock 140597400458512 released on /root/.triton/autotune/Fp16Matmul_2d_kernel.pickle.lock |
| 2025-11-11 07:47:34,777 DEBUG [_api.py:331] Attempting to acquire lock 140597400465760 on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:34,777 DEBUG [_api.py:334] Lock 140597400465760 acquired on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:34,777 DEBUG [_api.py:364] Attempting to release lock 140597400465760 on /root/.triton/autotune/Fp16Matmul_4d_kernel.pickle.lock |
| 2025-11-11 07:47:34,777 DEBUG [_api.py:367] Lock 140597400465760 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 |
| |
