ImportError: cannot import name 'metrics' from 'fairseq' (unknown location) #5
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The package fairseq should have been installed with the command:
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I confirm that I have followed your instructions to install, but the issue still persists. |
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Meanwhile, I noticed that in opensr/opensr_large_vox_audio.yaml, it indicates the need to input noise_wav, and it seems that this is not mentioned in the command line. |
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The problem with fairseq is supposed to be an issue when reproducing AV-Hubert, and I suggest you refer to its repository. |
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Thank you for ur suggestion. I will try to solve these problems |
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When I am training the decoder with audio, I encounter the following issue：
[2023-11-29 22:38:41,125][opensr.hubert_dataset][INFO] - pad_audio=True, random_crop=False, normalize=True, max_sample_size=500, seqs2seq data=True,
[2023-11-29 22:38:41,125][opensr.hubert_dataset][INFO] - Noise wav: /usr/zzs/data/mvlrs_v1/noise/babble/train.tsv->1 wav, Prob: 0.25, SNR: 0, Number of mixture: 1
[2023-11-29 22:38:42,169][fairseq.logging.progress_bar][WARNING] - tensorboard not found, please install with: pip install tensorboard
[2023-11-29 22:38:42,170][fairseq.trainer][INFO] - begin training epoch 1
[2023-11-29 22:38:42,171][fairseq_cli.train][INFO] - Start iterating over samples
0%| | 0/201 [00:00<?, ?it/s]Traceback (most recent call last):
File "", line 1, in
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/multiprocessing/spawn.py", line 116, in spawn_main
exitcode = _main(fd, parent_sentinel)
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/multiprocessing/spawn.py", line 125, in _main
prepare(preparation_data)
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/multiprocessing/spawn.py", line 236, in prepare
_fixup_main_from_path(data['init_main_from_path'])
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/multiprocessing/spawn.py", line 287, in _fixup_main_from_path
main_content = runpy.run_path(main_path,
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/runpy.py", line 265, in run_path
return _run_module_code(code, init_globals, run_name,
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/runpy.py", line 97, in _run_module_code
_run_code(code, mod_globals, init_globals,
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/runpy.py", line 87, in _run_code
exec(code, run_globals)
File "/home/aa/anaconda3/envs/openSR/bin/fairseq-hydra-train", line 5, in
from fairseq_cli.hydra_train import cli_main
File "/home/aa/OpenSR/fairseq/fairseq_cli/hydra_train.py", line 11, in
from fairseq_cli.train import main as pre_main
File "/home/aa/OpenSR/fairseq/fairseq_cli/train.py", line 30, in
from fairseq import (
File "/home/aa/OpenSR/fairseq/fairseq/checkpoint_utils.py", line 26, in
from fairseq.models import FairseqDecoder, FairseqEncoder
File "/home/aa/OpenSR/fairseq/fairseq/models/init.py", line 225, in
import_models(models_dir, "fairseq.models")
File "/home/aa/OpenSR/fairseq/fairseq/models/init.py", line 207, in import_models
importlib.import_module(namespace + "." + model_name)
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/importlib/init.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "/home/aa/OpenSR/fairseq/fairseq/models/wav2vec/init.py", line 6, in
from .wav2vec import * # noqa
File "/home/aa/OpenSR/fairseq/fairseq/models/wav2vec/wav2vec.py", line 25, in
from fairseq.tasks import FairseqTask
File "/home/aa/OpenSR/fairseq/fairseq/tasks/init.py", line 15, in
from .fairseq_task import FairseqTask, LegacyFairseqTask # noqa
File "/home/aa/OpenSR/fairseq/fairseq/tasks/fairseq_task.py", line 13, in
from fairseq import metrics, search, tokenizer, utils
ImportError: cannot import name 'metrics' from 'fairseq' (unknown location)
Traceback (most recent call last):
File "", line 1, in
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/multiprocessing/spawn.py", line 116, in spawn_main
exitcode = _main(fd, parent_sentinel)
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/multiprocessing/spawn.py", line 125, in _main
prepare(preparation_data)
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/multiprocessing/spawn.py", line 236, in prepare
_fixup_main_from_path(data['init_main_from_path'])
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/multiprocessing/spawn.py", line 287, in _fixup_main_from_path
main_content = runpy.run_path(main_path,
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/runpy.py", line 265, in run_path
return _run_module_code(code, init_globals, run_name,
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/runpy.py", line 97, in _run_module_code
_run_code(code, mod_globals, init_globals,
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/runpy.py", line 87, in _run_code
exec(code, run_globals)
File "/home/aa/anaconda3/envs/openSR/bin/fairseq-hydra-train", line 5, in
from fairseq_cli.hydra_train import cli_main
File "/home/aa/OpenSR/fairseq/fairseq_cli/hydra_train.py", line 11, in
from fairseq_cli.train import main as pre_main
File "/home/aa/OpenSR/fairseq/fairseq_cli/train.py", line 30, in
from fairseq import (
File "/home/aa/OpenSR/fairseq/fairseq/checkpoint_utils.py", line 26, in
from fairseq.models import FairseqDecoder, FairseqEncoder
File "/home/aa/OpenSR/fairseq/fairseq/models/init.py", line 225, in
import_models(models_dir, "fairseq.models")
File "/home/aa/OpenSR/fairseq/fairseq/models/init.py", line 207, in import_models
importlib.import_module(namespace + "." + model_name)
File "/home/aa/anaconda3/envs/openSR/lib/python3.8/importlib/init.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "/home/aa/OpenSR/fairseq/fairseq/models/wav2vec/init.py", line 6, in
from .wav2vec import * # noqa
File "/home/aa/OpenSR/fairseq/fairseq/models/wav2vec/wav2vec.py", line 25, in
from fairseq.tasks import FairseqTask
File "/home/aa/OpenSR/fairseq/fairseq/tasks/init.py", line 15, in
from .fairseq_task import FairseqTask, LegacyFairseqTask # noqa
File "/home/aa/OpenSR/fairseq/fairseq/tasks/fairseq_task.py", line 13, in
from fairseq import metrics, search, tokenizer, utils
ImportError: cannot import name 'metrics' from 'fairseq' (unknown location)
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