Plachtaa / VITS-fast-fine-tuning

This repo is a pipeline of VITS finetuning for fast speaker adaptation TTS, and many-to-many voice conversion
Apache License 2.0
4.75k stars 718 forks source link

UnboundLocalError: local variable 'x' referenced before assignment #272

Open aylitat opened 1 year ago

aylitat commented 1 year ago

在执行训练命令时报错了。 命令:!python3.8 finetune_speaker_v2.py -m "./OUTPUT_MODEL" --max_epochs 1000 --drop_speaker_embed True

报错日志: INFO:OUTPUT_MODEL:{'train': {'log_interval': 10, 'eval_interval': 100, 'seed': 1234, 'epochs': 10000, 'learning_rate': 0.0002, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 16, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 8192, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0}, 'data': {'training_files': 'final_annotation_train.txt', 'validation_files': 'final_annotation_val.txt', 'text_cleaners': ['zh_ja_mixture_cleaners'], 'max_wav_value': 32768.0, 'sampling_rate': 22050, 'filter_length': 1024, 'hop_length': 256, 'win_length': 1024, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None, 'add_blank': True, 'n_speakers': 4, 'cleaned_text': True}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [8, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False, 'gin_channels': 256}, 'speakers': {'yang_wav': 0, 'specialweek': 1, 'zhongli': 2, 'vctk': 3}, 'symbols': ['_', ',', '.', '!', '?', '-', '~', '…', 'A', 'E', 'I', 'N', 'O', 'Q', 'U', 'a', 'b', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'r', 's', 't', 'u', 'v', 'w', 'y', 'z', 'ʃ', 'ʧ', 'ʦ', 'ɯ', 'ɹ', 'ə', 'ɥ', '⁼', 'ʰ', '', '→', '↓', '↑', ' '], 'model_dir': '././OUTPUT_MODEL', 'max_epochs': 1000, 'drop_speaker_embed': True} INFO:torch.distributed.distributed_c10d:Added key: store_based_barrier_key:1 to store for rank: 0 INFO:torch.distributed.distributed_c10d:Rank 0: Completed store-based barrier for key:store_based_barrier_key:1 with 1 nodes. INFO:OUTPUT_MODEL:Loaded checkpoint './pretrained_models/G_0.pth' (iteration None) INFO:OUTPUT_MODEL:Loaded checkpoint './pretrained_models/D_0.pth' (iteration None) 0%| | 0/55 [00:00<?, ?it/s]/root/miniconda3/lib/python3.8/site-packages/torch/functional.py:641: UserWarning: stft with return_complex=False is deprecated. In a future pytorch release, stft will return complex tensors for all inputs, and return_complex=False will raise an error. Note: you can still call torch.view_as_real on the complex output to recover the old return format. (Triggered internally at ../aten/src/ATen/native/SpectralOps.cpp:862.) return _VF.stft(input, n_fft, hop_length, win_length, window, # type: ignore[attr-defined] /root/miniconda3/lib/python3.8/site-packages/torch/functional.py:641: UserWarning: stft with return_complex=False is deprecated. In a future pytorch release, stft will return complex tensors for all inputs, and return_complex=False will raise an error. Note: you can still call torch.view_as_real on the complex output to recover the old return format. (Triggered internally at ../aten/src/ATen/native/SpectralOps.cpp:862.) return _VF.stft(input, n_fft, hop_length, win_length, window, # type: ignore[attr-defined] /root/autodl-tmp/VITS-fast-fine-tuning/mel_processing.py:78: FutureWarning: Pass sr=22050, n_fft=1024, n_mels=80, fmin=0.0, fmax=None as keyword args. From version 0.10 passing these as positional arguments will result in an error mel = librosa_mel_fn(sampling_rate, n_fft, num_mels, fmin, fmax) /root/autodl-tmp/VITS-fast-fine-tuning/mel_processing.py:96: FutureWarning: Pass sr=22050, n_fft=1024, n_mels=80, fmin=0.0, fmax=None as keyword args. From version 0.10 passing these as positional arguments will result in an error mel = librosa_mel_fn(sampling_rate, n_fft, num_mels, fmin, fmax) /root/miniconda3/lib/python3.8/site-packages/torch/functional.py:641: UserWarning: stft with return_complex=False is deprecated. In a future pytorch release, stft will return complex tensors for all inputs, and return_complex=False will raise an error. Note: you can still call torch.view_as_real on the complex output to recover the old return format. (Triggered internally at ../aten/src/ATen/native/SpectralOps.cpp:862.) return _VF.stft(input, n_fft, hop_length, win_length, window, # type: ignore[attr-defined] INFO:torch.nn.parallel.distributed:Reducer buckets have been rebuilt in this iteration. /root/miniconda3/lib/python3.8/site-packages/torch/autograd/init.py:200: UserWarning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed. This is not an error, but may impair performance. grad.sizes() = [1, 9, 96], strides() = [48864, 96, 1] bucket_view.sizes() = [1, 9, 96], strides() = [864, 96, 1] (Triggered internally at ../torch/csrc/distributed/c10d/reducer.cpp:323.) Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass INFO:OUTPUT_MODEL:Train Epoch: 1 [0%] INFO:OUTPUT_MODEL:[2.6468281745910645, 1.9446611404418945, 10.339977264404297, 28.3305721282959, 1.8307909965515137, 11.652680397033691, 0, 0.0002] DEBUG:matplotlib:(private) matplotlib data path: /root/miniconda3/lib/python3.8/site-packages/matplotlib/mpl-data DEBUG:matplotlib:matplotlib data path: /root/miniconda3/lib/python3.8/site-packages/matplotlib/mpl-data DEBUG:matplotlib:CONFIGDIR=/root/.config/matplotlib DEBUG:matplotlib:matplotlib version 3.3.1 DEBUG:matplotlib:interactive is False DEBUG:matplotlib:platform is linux DEBUG:matplotlib:loaded modules: ['sys', 'builtins', '_frozen_importlib', '_imp', '_warnings', '_io', 'marshal', 'posix', '_frozen_importlib_external', '_thread', '_weakref', 'time', 'zipimport', '_codecs', 'codecs', 'encodings.aliases', 'encodings', 'encodings.utf_8', '_signal', 'main', 'encodings.latin_1', '_abc', 'abc', 'io', '_stat', 'stat', '_collections_abc', 'genericpath', 'posixpath', 'os.path', 'os', '_sitebuiltins', '_locale', '_bootlocale', '_distutils_hack', 'types', 'importlib._bootstrap', 'importlib._bootstrap_external', 'warnings', 'importlib', 'importlib.machinery', 'importlib.abc', '_operator', 'operator', 'keyword', '_heapq', 'heapq', 'itertools', 'reprlib', '_collections', 'collections', '_functools', 'functools', 'contextlib', 'importlib.util', 'google', 'mpl_toolkits', 'site', '_weakrefset', 'threading', 'enum', 'signal', 'multiprocessing.process', 'copyreg', '_struct', 'struct', '_sre', 'sre_constants', 'sre_parse', 'sre_compile', 're', '_compat_pickle', '_pickle', 'pickle', '_socket', 'collections.abc', 'math', 'select', 'selectors', 'errno', 'socket', 'array', 'multiprocessing.reduction', 'multiprocessing.context', 'mp_main__', 'multiprocessing', 'weakref', 'pkgutil', 'runpy', 'atexit', '_posixsubprocess', 'subprocess', 'multiprocessing.util', 'multiprocessing.spawn', '_multiprocessing', '_posixshmem', 'multiprocessing.resource_tracker', '_json', 'json.scanner', 'json.decoder', 'json.encoder', 'json', 'fnmatch', 'zlib', '_compression', '_bz2', 'bz2', '_lzma', 'lzma', 'pwd', 'grp', 'shutil', 'locale', 'gettext', 'argparse', 'platform', 'textwrap', '_ctypes', 'ctypes._endian', 'ctypes', '_opcode', 'opcode', 'dis', 'token', 'tokenize', 'linecache', 'inspect', 'traceback', 'typing.io', 'typing.re', 'typing', 'torch._utils', '_bisect', 'bisect', '_sha512', '_random', 'random', 'tempfile', 'torch._utils_internal', 'torch.version', 'torch.torch_version', 'numpy._globals', 'numpy.config', 'numpy._distributor_init', 'future', 'numpy._version', 'numpy.version', '_datetime', 'datetime', 'numpy.core._multiarray_umath', 'numpy.compat._inspect', 'numpy.compat._pep440', 'ntpath', 'urllib', 'urllib.parse', 'pathlib', 'numpy.compat.py3k', 'numpy.compat', 'numpy.core.overrides', 'numpy.core.multiarray', 'numpy.core.umath', 'numbers', 'numpy.core._string_helpers', 'numpy.core._dtype', 'numpy.core._type_aliases', 'numpy.core.numerictypes', 'numpy.core._exceptions', 'numpy.core._methods', 'numpy.core.fromnumeric', 'numpy.core.shape_base', 'numpy.core._ufunc_config', 'numpy.core.arrayprint', 'numpy.core._asarray', 'numpy.core.numeric', 'numpy.core.defchararray', 'numpy.core.records', 'numpy.core.memmap', 'numpy.core.function_base', 'numpy.core._machar', 'numpy.core.getlimits', 'numpy.core.einsumfunc', 'numpy.core._multiarray_tests', 'numpy.core._add_newdocs', 'numpy.core._add_newdocs_scalars', 'numpy.core._dtype_ctypes', '_ast', 'ast', 'numpy.core._internal', 'numpy._pytesttester', 'numpy.core', 'numpy.lib.mixins', 'numpy.lib.ufunclike', 'numpy.lib.type_check', 'numpy.lib.scimath', 'numpy.lib.stride_tricks', 'numpy.lib.twodim_base', 'numpy.linalg._umath_linalg', 'numpy.linalg.linalg', 'numpy.linalg', 'numpy.matrixlib.defmatrix', 'numpy.matrixlib', 'numpy.lib.histograms', 'numpy.lib.function_base', 'numpy.lib.index_tricks', 'numpy.lib.nanfunctions', 'numpy.lib.shape_base', 'numpy.lib.polynomial', 'numpy.lib.utils', 'numpy.lib.arraysetops', 'numpy.lib.format', 'numpy.lib._datasource', 'numpy.lib._iotools', 'numpy.lib.npyio', 'numpy.lib.arrayterator', 'numpy.lib.arraypad', 'numpy.lib._version', 'numpy.lib', 'numpy.fft._pocketfft_internal', 'numpy.fft._pocketfft', 'numpy.fft.helper', 'numpy.fft', 'numpy.polynomial.polyutils', 'numpy.polynomial._polybase', 'numpy.polynomial.polynomial', 'numpy.polynomial.chebyshev', 'numpy.polynomial.legendre', 'numpy.polynomial.hermite', 'numpy.polynomial.hermite_e', 'numpy.polynomial.laguerre', 'numpy.polynomial', 'cython_runtime', '_cython_0_29_32', 'numpy.random._common', 'binascii', 'base64', '_hashlib', '_blake2', '_sha3', 'hashlib', 'hmac', 'secrets', 'numpy.random.bit_generator', 'numpy.random._bounded_integers', 'numpy.random._mt19937', 'numpy.random.mtrand', 'numpy.random._philox', 'numpy.random._pcg64', 'numpy.random._sfc64', 'numpy.random._generator', 'numpy.random._pickle', 'numpy.random', 'numpy.ctypeslib', 'numpy.ma.core', 'numpy.ma.extras', 'numpy.ma', 'numpy', 'torch._C._onnx', 'torch._C._jit', 'torch._C._jit_tree_views', 'torch._C._te', 'torch._C._monitor', 'torch._C._functorch', 'torch._C._profiler', 'torch._C.cpp', 'torch._C.cpp.nn', 'torch._C._lazy', 'torch._C._lazy_ts_backend', 'torch._C._itt', 'torch._C._cudart', 'torch._C._nvtx', 'torch._C._cudnn', 'torch._C._verbose', 'torch._C', 'torch._C._dynamo', 'torch._C._fft', 'torch._C._linalg', 'torch._C._nested', 'torch._C._nn', 'torch._C._return_types', 'torch._C._sparse', 'torch._C._special', 'copy', 'torch.utils.throughput_benchmark', 'torch.utils._crash_handler', 'torch.utils.cpp_backtrace', 'torch.utils.backend_registration', 'torch.utils', 'torch.utils.hooks', 'torch._namedtensor_internals', 'torch.overrides', 'torch.utils.dlpack', 'torch._tensor', 'torch.types', 'torch.storage', 'torch.random', 'difflib', 'tarfile', 'torch._sources', 'typing_extensions', 'torch._weights_only_unpickler', 'torch.serialization', 'torch._tensor_str', 'torch.amp.autocast_mode', 'torch.amp', 'torch.cuda._utils', 'gc', 'dataclasses', 'torch.utils._pytree', 'torch.cuda.graphs', 'torch.cuda.streams', 'torch.cuda._memory_viz', 'torch.cuda.memory', 'torch.cuda.random', 'torch.cuda.sparse', 'torch.cuda.profiler', 'torch.cuda.nvtx', 'torch.cuda.amp.autocast_mode', 'torch.cuda.amp.common', 'torch.cuda.amp.grad_scaler', 'torch.cuda.amp', 'torch.cuda.jiterator', 'torch.cuda', 'torch.sparse', 'torch.backends', 'torch.backends.opt_einsum', 'torch.nn.parameter', 'torch.nn.modules.module', 'torch._VF', 'torch._torch_docs', 'torch._C._distributed_c10d', '_string', 'string', 'logging', 'torch.autograd.variable', 'torch._functorch', 'torch.utils._contextlib', 'torch.autograd.grad_mode', 'torch.autograd.forward_ad', 'torch._functorch.pyfunctorch', 'torch._ops', 'torch._functorch.utils', 'torch._functorch.pytree_hacks', 'torch._functorch.vmap', 'torch._functorch.autograd_function', 'torch.autograd.function', 'cmath', 'torch.testing._comparison', 'torch.testing._creation', 'torch.testing', 'torch._vmap_internals', 'torch.autograd.gradcheck', 'torch.autograd.anomaly_mode', 'torch.autograd.functional', 'torch.utils._python_dispatch', 'torch.autograd.graph', 'torch._C._autograd', 'torch.autograd.profiler_util', 'torch.futures', 'torch.autograd.profiler', 'torch.autograd', 'torch.distributed.constants', 'torch.distributed.logging_handlers', 'torch.distributed.c10d_error_logger', 'torch.distributed.rendezvous', 'torch.distributed.distributed_c10d', 'torch.distributed.remote_device', 'torch.distributed', 'torch._C._distributed_rpc', 'torch.distributed.rpc.internal', 'torch.distributed.rpc.constants', 'torch.distributed.rpc._utils', 'torch.distributed.rpc.api', 'torch.distributed.rpc.backend_registry', 'torch.distributed.rpc.functions', 'torch._C._distributed_autograd', 'torch.distributed.autograd', 'torch.distributed.rpc.options', 'torch.autograd.profiler_legacy', 'torch.distributed.rpc.server_process_global_profiler', 'torch.distributed.rpc', 'pickletools', 'torch.package._digraph', 'torch.package._importlib', 'torch.package._mangling', 'torch.package.importer', 'torch.package._package_pickler', 'torch.package._stdlib', 'torch.package.find_file_dependencies', 'torch.package.glob_group', 'torch.package.package_exporter', 'torch.package.analyze.find_first_use_of_broken_modules', 'torch.package.analyze.trace_dependencies', 'torch.package.analyze', 'torch.package.analyze.is_from_package', 'torch.package.file_structure_representation', 'glob', 'torch.package._directory_reader', 'torch.package._package_unpickler', 'torch.package.package_importer', 'torch.package', 'torch._awaits', 'torch._jit_internal', 'torch.nn._reduction', 'torch.nn.modules.utils', 'torch.nn.grad', 'torch.nn.functional', 'torch.nn.init', 'torch.nn.modules.lazy', 'torch.nn.modules.linear', 'torch.nn.common_types', 'torch.nn.modules.conv', 'torch.nn.modules.activation', 'torch.nn.modules.distance', 'torch.nn.modules.loss', 'torch.nn.modules.container', 'torch.nn.modules.pooling', 'torch.nn.modules._functions', 'torch.nn.modules.batchnorm', 'torch.nn.modules.instancenorm', 'torch.nn.modules.normalization', 'torch.nn.modules.dropout', 'torch.nn.modules.padding', 'torch.nn.modules.sparse', 'torch.nn.utils.rnn', 'torch.utils._foreach_utils', 'torch.nn.utils.clip_grad', 'torch.nn.utils.weight_norm', 'torch.nn.utils.convert_parameters', 'torch.nn.utils.spectral_norm', 'torch.nn.utils.fusion', 'torch.nn.utils.memory_format', 'torch.nn.utils.parametrize', 'torch.nn.utils.parametrizations', 'torch.nn.utils.init', 'torch.nn.utils._named_member_accessor', 'torch.nn.utils.stateless', 'torch.nn.utils', 'torch.nn.modules.rnn', 'torch.nn.modules.pixelshuffle', 'torch.nn.modules.upsampling', 'torch.nn.modules.fold', 'torch.nn.modules.adaptive', 'torch.nn.modules.transformer', 'torch.nn.modules.flatten', 'torch.nn.modules.channelshuffle', 'torch.nn.modules', 'torch.nn.parallel.parallel_apply', 'torch.cuda.nccl', 'torch.nn.parallel.comm', 'torch.nn.parallel.replicate', 'torch.nn.parallel._functions', 'torch.nn.parallel.scatter_gather', 'torch.nn.parallel.data_parallel', 'torch.distributed.algorithms.join', 'torch.distributed.algorithms', 'torch.distributed.utils', 'torch.nn.parallel._replicated_tensor_ddp_utils', 'torch.nn.parallel.distributed', 'torch.nn.parallel', 'torch.nn', 'torch._linalg_utils', 'torch._lowrank', 'torch.functional', 'torch.cpu.amp.autocast_mode', 'torch.cpu.amp', 'torch.cpu', 'torch.fft', 'torch.nested', 'torch.signal.windows.windows', 'torch.signal.windows', 'torch.signal', 'torch.optim.optimizer', 'torch.optim.adadelta', 'torch.optim.adagrad', 'torch.optim.adam', 'torch.optim.adamw', 'torch.optim.adamax', 'torch.optim.asgd', 'torch.optim.nadam', 'torch.optim.radam', 'torch.optim.rmsprop', 'torch.optim.rprop', 'torch.optim.sgd', 'torch.optim._functional', 'torch.optim.sparse_adam', 'torch.optim.lbfgs', 'torch.optim.lr_scheduler', 'torch.optim.swa_utils', 'torch.optim', 'torch.optim._multi_tensor', 'multiprocessing.resource_sharer', 'torch.multiprocessing.reductions', 'multiprocessing.connection', 'torch.multiprocessing.spawn', 'torch.multiprocessing', 'torch.special', 'torch.utils.backcompat', 'torch.onnx._deprecation', 'torch.onnx._constants', 'torch.onnx._internal', 'pprint', 'torch.onnx._exporter_states', 'torch.onnx._globals', 'torch.onnx._internal._beartype', 'torch.onnx._internal.diagnostics.infra.sarif._property_bag', 'torch.onnx._internal.diagnostics.infra.sarif._address', 'torch.onnx._internal.diagnostics.infra.sarif._multiformat_message_string', 'torch.onnx._internal.diagnostics.infra.sarif._artifact_content', 'torch.onnx._internal.diagnostics.infra.sarif._message', 'torch.onnx._internal.diagnostics.infra.sarif._artifact_location', 'torch.onnx._internal.diagnostics.infra.sarif._artifact', 'torch.onnx._internal.diagnostics.infra.sarif._region', 'torch.onnx._internal.diagnostics.infra.sarif._replacement', 'torch.onnx._internal.diagnostics.infra.sarif._artifact_change', 'torch.onnx._internal.diagnostics.infra.sarif._rectangle', 'torch.onnx._internal.diagnostics.infra.sarif._attachment', 'torch.onnx._internal.diagnostics.infra.sarif._location_relationship', 'torch.onnx._internal.diagnostics.infra.sarif._logical_location', 'torch.onnx._internal.diagnostics.infra.sarif._physical_location', 'torch.onnx._internal.diagnostics.infra.sarif._location', 'torch.onnx._internal.diagnostics.infra.sarif._tool_component_reference', 'torch.onnx._internal.diagnostics.infra.sarif._reporting_descriptor_reference', 'torch.onnx._internal.diagnostics.infra.sarif._stack_frame', 'torch.onnx._internal.diagnostics.infra.sarif._stack', 'torch.onnx._internal.diagnostics.infra.sarif._web_request', 'torch.onnx._internal.diagnostics.infra.sarif._web_response', 'torch.onnx._internal.diagnostics.infra.sarif._thread_flow_location', 'torch.onnx._internal.diagnostics.infra.sarif._thread_flow', 'torch.onnx._internal.diagnostics.infra.sarif._code_flow', 'torch.onnx._internal.diagnostics.infra.sarif._reporting_configuration', 'torch.onnx._internal.diagnostics.infra.sarif._configuration_override', 'torch.onnx._internal.diagnostics.infra.sarif._exception', 'torch.onnx._internal.diagnostics.infra.sarif._notification', 'torch.onnx._internal.diagnostics.infra.sarif._invocation', 'torch.onnx._internal.diagnostics.infra.sarif._reporting_descriptor_relationship', 'torch.onnx._internal.diagnostics.infra.sarif._reporting_descriptor', 'torch.onnx._internal.diagnostics.infra.sarif._translation_metadata', 'torch.onnx._internal.diagnostics.infra.sarif._tool_component', 'torch.onnx._internal.diagnostics.infra.sarif._tool', 'torch.onnx._internal.diagnostics.infra.sarif._conversion', 'torch.onnx._internal.diagnostics.infra.sarif._edge', 'torch.onnx._internal.diagnostics.infra.sarif._edge_traversal', 'torch.onnx._internal.diagnostics.infra.sarif._node', 'torch.onnx._internal.diagnostics.infra.sarif._graph', 'torch.onnx._internal.diagnostics.infra.sarif._fix', 'torch.onnx._internal.diagnostics.infra.sarif._graph_traversal', 'torch.onnx._internal.diagnostics.infra.sarif._result_provenance', 'torch.onnx._internal.diagnostics.infra.sarif._suppression', 'torch.onnx._internal.diagnostics.infra.sarif._result', 'torch.onnx._internal.diagnostics.infra.sarif._external_properties', 'torch.onnx._internal.diagnostics.infra.sarif._external_property_file_reference', 'torch.onnx._internal.diagnostics.infra.sarif._external_property_file_references', 'torch.onnx._internal.diagnostics.infra.sarif._run_automation_details', 'torch.onnx._internal.diagnostics.infra.sarif._special_locations', 'torch.onnx._internal.diagnostics.infra.sarif._version_control_details', 'torch.onnx._internal.diagnostics.infra.sarif._run', 'torch.onnx._internal.diagnostics.infra.sarif._sarif_log', 'torch.onnx._internal.diagnostics.infra.sarif', 'torch.onnx._internal.diagnostics.infra.formatter', 'torch.onnx._internal.diagnostics.infra._infra', 'gzip', 'torch.onnx._internal.diagnostics.infra.utils', 'torch.onnx._internal.diagnostics.infra.sarif.version', 'torch.onnx._internal.diagnostics.infra.engine', 'torch.onnx._internal.diagnostics.infra', 'torch.onnx._internal.diagnostics._diagnostic', 'torch.onnx._internal.diagnostics._rules', 'torch.onnx._internal.diagnostics', 'torch.onnx.errors', 'torch.onnx._type_utils', 'torch.onnx._internal.registration', 'torch.onnx._internal.jit_utils', 'torch.onnx.symbolic_helper', 'torch.onnx.symbolic_opset9', 'torch.onnx.symbolic_caffe2', 'torch.onnx.symbolic_opset7', 'torch.onnx.symbolic_opset8', 'torch.onnx.symbolic_opset10', 'torch.jit._dataclass_impls', 'torch.jit._monkeytype_config', 'torch.jit._state', 'torch.jit.annotations', 'torch.jit.frontend', 'torch.backends.cudnn', 'torch.jit._builtins', 'torch.jit._check', 'torch.jit._recursive', 'torch.jit._fuser', 'torch.jit._serialization', 'torch._classes', 'torch.jit._script', 'torch.jit._trace', 'torch.jit._async', 'torch.jit._await', 'torch.jit._decomposition_utils', 'torch.jit._freeze', 'torch.jit._ir_utils', 'torch.jit', 'zipfile', 'torch.onnx._internal.onnx_proto_utils', 'torch.onnx.utils', 'torch.onnx.symbolic_opset11', 'torch.onnx.symbolic_opset12', 'torch.onnx.symbolic_opset13', 'torch.onnx.symbolic_opset14', 'torch.onnx.symbolic_opset15', 'torch.onnx.symbolic_opset16', 'torch.onnx.symbolic_opset17', 'torch.onnx.symbolic_opset18', 'torch.onnx', 'torch.linalg', 'urllib.response', 'urllib.error', 'email', 'http', 'email.errors', 'email.quoprimime', 'email.base64mime', 'quopri', 'email.encoders', 'email.charset', 'email.header', 'calendar', 'email._parseaddr', 'email.utils', 'email._policybase', 'email.feedparser', 'email.parser', 'uu', 'email._encoded_words', 'email.iterators', 'email.message', '_ssl', 'ssl', 'http.client', 'urllib.request', 'tqdm._monitor', 'tqdm._tqdm_pandas', 'unicodedata', 'tqdm.utils', 'tqdm.std', 'tqdm._dist_ver', 'tqdm.version', 'tqdm.cli', 'tqdm.gui', 'tqdm', 'torch.hub', 'torch.distributions.constraints', 'torch.distributions.utils', 'torch.distributions.distribution', 'torch.distributions.exp_family', 'torch.distributions.bernoulli', 'torch.distributions.dirichlet', 'torch.distributions.beta', 'torch.distributions.binomial', 'torch.distributions.categorical', 'torch.distributions.cauchy', 'torch.distributions.gamma', 'torch.distributions.chi2', 'torch.distributions.transforms', 'torch.distributions.constraint_registry', 'torch.distributions.continuous_bernoulli', 'torch.distributions.exponential', 'torch.distributions.fishersnedecor', 'torch.distributions.geometric', 'torch.distributions.uniform', 'torch.distributions.independent', 'torch.distributions.transformed_distribution', 'torch.distributions.gumbel', 'torch.distributions.half_cauchy', 'torch.distributions.normal', 'torch.distributions.half_normal', 'torch.distributions.laplace', 'torch.distributions.multivariate_normal', 'torch.distributions.lowrank_multivariate_normal', 'torch.distributions.one_hot_categorical', 'torch.distributions.pareto', 'torch.distributions.poisson', 'torch.distributions.kl', 'torch.distributions.kumaraswamy', 'torch.distributions.lkj_cholesky', 'torch.distributions.log_normal', 'torch.distributions.logistic_normal', 'torch.distributions.mixture_same_family', 'torch.distributions.multinomial', 'torch.distributions.negative_binomial', 'torch.distributions.relaxed_bernoulli', 'torch.distributions.relaxed_categorical', 'torch.distributions.studentT', 'torch.distributions.von_mises', 'torch.distributions.weibull', 'torch.distributions.wishart', 'torch.distributions', 'torch.backends.cuda', 'torch.backends.mps', 'torch.backends.mkl', 'torch.backends.mkldnn', 'torch.backends.openmp', 'torch.backends.quantized', 'torch.utils.data.sampler', 'torch.utils.data.dataset', 'torch.utils.data.datapipes._hook_iterator', 'torch.utils.data.datapipes._typing', 'torch.utils.data.datapipes.utils', '_queue', 'queue', 'torch.utils.data._utils.signal_handling', 'torch.utils.data._utils.worker', 'torch.utils.data._utils.pin_memory', 'torch.utils.data._utils.collate', 'torch.utils.data._utils.fetch', 'torch.utils.data._utils', 'torch.utils.data._utils.serialization', 'torch.utils.data.datapipes.utils.common', 'torch.utils.data.datapipes.datapipe', 'torch.utils.data.datapipes.iter.utils', 'torch.utils.data.datapipes._decorator', 'torch.utils.data.datapipes.dataframe.dataframe_wrapper', 'torch.utils.data.datapipes.dataframe.structures', 'torch.utils.data.datapipes.dataframe.dataframes', 'torch.utils.data.datapipes.dataframe.datapipes', 'torch.utils.data.datapipes.dataframe', 'torch.utils.data.datapipes.iter.callable', 'torch.utils.data.datapipes.iter.combinatorics', 'torch.utils.data.datapipes.iter.combining', 'torch.utils.data.datapipes.iter.filelister', 'torch.utils.data.datapipes.iter.fileopener', 'torch.utils.data.datapipes.iter.sharding', 'torch.utils.data.datapipes.iter.grouping', 'torch.utils.data.datapipes.utils.decoder', 'torch.utils.data.datapipes.iter.routeddecoder', 'torch.utils.data.datapipes.iter.selecting', 'torch.utils.data.datapipes.iter.streamreader', 'torch.utils.data.datapipes.iter', 'torch.utils.data.datapipes.map.callable', 'torch.utils.data.datapipes.map.combinatorics', 'torch.utils.data.datapipes.map.combining', 'torch.utils.data.datapipes.map.grouping', 'torch.utils.data.datapipes.map.utils', 'torch.utils.data.datapipes.map', 'torch.utils.data.datapipes', 'torch.utils.data.graph', 'torch.utils.data.graph_settings', 'torch.utils.data.dataloader', 'torch.utils.data.distributed', 'torch.utils.data', 'torch.config', 'torch.future__', 'torch.profiler._utils', 'torch.profiler._memory_profiler', 'torch.profiler.profiler', 'torch.profiler.itt', 'torch.profiler', 'torch.ao', 'torch.ao.nn', 'torch.ao.nn.quantizable.modules.activation', 'torch.ao.nn.quantizable.modules.rnn', 'torch.ao.nn.quantizable.modules', 'torch.ao.nn.quantizable', 'torch.nn.quantizable.modules', 'torch.nn.quantizable', 'torch.ao.nn.quantized.modules.activation', 'torch.ao.nn.quantized.modules.dropout', 'torch.ao.nn.intrinsic.modules.fused', 'torch.ao.nn.intrinsic.modules', 'torch.ao.nn.intrinsic', 'torch.ao.nn.quantized.modules.batchnorm', 'torch.ao.nn.quantized.modules.normalization', 'torch.ao.nn.qat.modules.linear', 'torch.ao.nn.qat.modules.conv', 'torch.ao.nn.qat.modules.embedding_ops', 'torch.ao.nn.qat.modules', 'torch.ao.nn.qat', 'torch.ao.nn.intrinsic.qat.modules.linear_relu', 'torch.ao.nn.intrinsic.qat.modules.linear_fused', 'torch.ao.nn.intrinsic.qat.modules.conv_fused', 'torch.ao.nn.intrinsic.qat.modules', 'torch.ao.nn.intrinsic.qat', 'torch.ao.nn.quantized.modules.utils', 'torch.ao.nn.quantized.modules.conv', 'torch.ao.nn.quantized.modules.linear', 'torch.ao.nn.quantized.modules.embedding_ops', 'torch.ao.nn.quantized.modules.rnn', 'torch.ao.nn.quantized.modules.functional_modules', 'torch.ao.nn.quantized.modules', 'torch.ao.nn.quantized.functional', 'torch.ao.nn.quantized', 'torch.ao.nn.quantized.dynamic.modules.linear', 'torch.ao.nn.quantized.dynamic.modules.rnn', 'torch.ao.nn.quantized.dynamic.modules.conv', 'torch.ao.nn.quantized.dynamic.modules', 'torch.ao.nn.quantized.dynamic', 'torch.nn.quantized.dynamic', 'torch.nn.quantized.functional', 'torch.nn.quantized.modules', 'torch.nn.quantized', 'torch.ao.nn.qat.dynamic.modules.linear', 'torch.ao.nn.qat.dynamic.modules', 'torch.ao.nn.qat.dynamic', 'torch.nn.qat.dynamic.modules.linear', 'torch.nn.qat.dynamic.modules', 'torch.nn.qat.dynamic', 'torch.nn.qat.modules.conv', 'torch.nn.qat.modules.embedding_ops', 'torch.nn.qat.modules.linear', 'torch.nn.qat.modules', 'torch.nn.qat', 'torch.nn.intrinsic.modules.fused', 'torch.nn.intrinsic.modules', 'torch.nn.intrinsic.qat.modules.linear_relu', 'torch.nn.intrinsic.qat.modules.linear_fused', 'torch.nn.intrinsic.qat.modules.conv_fused', 'torch.nn.intrinsic.qat.modules', 'torch.nn.intrinsic.qat', 'torch.ao.nn.intrinsic.quantized.modules.linear_relu', 'torch.ao.nn.intrinsic.quantized.modules.conv_relu', 'torch.ao.nn.intrinsic.quantized.modules.bn_relu', 'torch.ao.nn.intrinsic.quantized.modules.conv_add', 'torch.ao.nn.intrinsic.quantized.modules', 'torch.ao.nn.intrinsic.quantized', 'torch.nn.intrinsic.quantized.modules.linear_relu', 'torch.nn.intrinsic.quantized.modules.conv_relu', 'torch.nn.intrinsic.quantized.modules.bn_relu', 'torch.nn.intrinsic.quantized.modules', 'torch.ao.nn.intrinsic.quantized.dynamic.modules.linear_relu', 'torch.ao.nn.intrinsic.quantized.dynamic.modules', 'torch.ao.nn.intrinsic.quantized.dynamic', 'torch.nn.intrinsic.quantized.dynamic.modules.linear_relu', 'torch.nn.intrinsic.quantized.dynamic.modules', 'torch.nn.intrinsic.quantized.dynamic', 'torch.nn.intrinsic.quantized', 'torch.nn.intrinsic', 'torch._tensor_docs', 'torch._storage_docs', 'torch.ao.quantization.quant_type', 'torch.fx._compatibility', 'torch.fx.immutable_collections', 'torch.fx.operator_schemas', 'torch.fx.node', 'torch.fx._pytree', 'torch.fx.graph', 'torch.fx.graph_module', 'torch.fx.traceback', 'torch.fx.proxy', 'torch.fx._symbolic_trace', 'torch.fx.config', 'torch.fx.interpreter', 'torch.fx.subgraph_rewriter', 'torch.fx', 'torch.ao.quantization.utils', 'torch.ao.quantization.observer', 'torch.ao.quantization.fake_quantize', 'torch.ao.quantization.fuser_method_mappings', 'torch.ao.quantization.fuse_modules', 'torch.ao.quantization.qconfig', 'torch.ao.quantization.qconfig_mapping', 'torch.ao.nn.quantized.reference.modules.utils', 'torch.ao.nn.quantized.reference.modules.linear', 'torch.ao.nn.quantized.reference.modules.conv', 'torch.ao.nn.quantized.reference.modules.rnn', 'torch.ao.nn.quantized.reference.modules.sparse', 'torch.ao.nn.quantized.reference.modules', 'torch.ao.nn.quantized.reference', 'torch.ao.nn.sparse.quantized.linear', 'torch.ao.nn.sparse.quantized.utils', 'torch.ao.nn.sparse.quantized.dynamic.linear', 'torch.ao.nn.sparse.quantized.dynamic', 'torch.ao.nn.sparse.quantized', 'torch.ao.nn.sparse', 'torch.ao.quantization.stubs', 'torch.ao.quantization.quantization_mappings', 'torch.ao.quantization.quantize', 'torch.ao.quantization.quantize_jit', 'torch.ao.quantization', 'torch.quantization.quantize', 'torch.quantization.observer', 'torch.quantization.qconfig', 'torch.quantization.fake_quantize', 'torch.quantization.fuse_modules', 'torch.quantization.stubs', 'torch.quantization.quant_type', 'torch.quantization.quantize_jit', 'torch.quantization.quantization_mappings', 'torch.quantization.fuser_method_mappings', 'torch.quantization', 'torch.quasirandom', 'torch.multiprocessing._atfork', 'torch._lobpcg', 'torch.masked.maskedtensor.core', 'torch.masked.maskedtensor.binary', 'torch.masked.maskedtensor.passthrough', 'torch.masked.maskedtensor.creation', 'torch.masked.maskedtensor.reductions', 'torch.masked.maskedtensor.unary', 'torch.masked.maskedtensor', 'torch.masked._docs', 'torch.masked._ops', 'torch.masked', 'torch.return_types', 'torch.library', 'nvfuser._C', 'nvfuser', 'torch._prims_common', 'torch._prims_common.wrappers', 'torch._prims.nvfuser_prims', 'mpmath.usertools', 'mpmath.libmp.backend', 'mpmath.libmp.libintmath', 'mpmath.libmp.libmpf', 'mpmath.libmp.libelefun', 'mpmath.libmp.libmpc', 'mpmath.libmp.gammazeta', 'mpmath.libmp.libhyper', 'mpmath.libmp.libmpi', 'mpmath.libmp', 'mpmath.functions.functions', 'mpmath.functions.factorials', 'mpmath.functions.hypergeometric', 'mpmath.functions.expintegrals', 'mpmath.functions.bessel', 'mpmath.functions.orthogonal', 'mpmath.functions.theta', 'mpmath.functions.elliptic', 'mpmath.functions.zeta', 'mpmath.functions.rszeta', 'mpmath.functions.zetazeros', 'mpmath.functions.qfunctions', 'mpmath.functions', 'mpmath.calculus.calculus', 'mpmath.calculus.approximation', 'mpmath.calculus.differentiation', 'mpmath.calculus.extrapolation', 'mpmath.calculus.polynomials', 'mpmath.calculus', 'mpmath.calculus.quadrature', 'mpmath.calculus.inverselaplace', 'mpmath.calculus.optimization', 'mpmath.calculus.odes', 'mpmath.matrices.eigen', 'mpmath.matrices.eigen_symmetric', 'mpmath.matrices', 'mpmath.matrices.matrices', 'mpmath.matrices.calculus', 'mpmath.matrices.linalg', 'mpmath.identification', 'colorsys', 'mpmath.visualization', 'mpmath.ctx_base', 'mpmath.math2', 'mpmath.function_docs', 'mpmath.ctx_fp', 'mpmath.rational', 'mpmath.ctx_mp_python', 'mpmath.ctx_mp', 'mpmath.ctx_iv', 'mpmath', 'sympy.release', 'sympy.utilities.enumerative', 'sympy.utilities.misc', 'cmd', 'bdb', 'codeop', 'code', 'pdb', 'timeit', 'unittest.util', 'unittest.result', 'concurrent', 'concurrent.futures._base', 'concurrent.futures', 'asyncio.constants', 'asyncio.format_helpers', 'asyncio.base_futures', 'asyncio.log', 'asyncio.coroutines', '_contextvars', 'contextvars', 'asyncio.exceptions', 'asyncio.base_tasks', '_asyncio', 'asyncio.events', 'asyncio.futures', 'asyncio.protocols', 'asyncio.transports', 'asyncio.sslproto', 'asyncio.locks', 'asyncio.tasks', 'asyncio.staggered', 'asyncio.trsock', 'asyncio.base_events', 'asyncio.runners', 'asyncio.queues', 'asyncio.streams', 'asyncio.subprocess', 'asyncio.base_subprocess', 'asyncio.selector_events', 'asyncio.unix_events', 'asyncio', 'unittest.case', 'unittest.async_case', 'unittest.suite', 'unittest.loader', 'unittest.signals', 'unittest.runner', 'unittest.main', 'unittest', 'doctest', 'sympy.core.cache', 'sympy.external.importtools', 'sympy.external', '_decimal', 'decimal', 'fractions', 'sympy.external.pythonmpq', 'sympy.external.gmpy', 'sympy.testing.runtests', 'sympy.testing', 'sympy.utilities.exceptions', 'sympy.utilities.decorator', 'sympy.utilities.iterables', 'sympy.utilities.lambdify', 'sympy.utilities.source', 'sympy.utilities.timeutils', 'sympy.utilities', 'sympy.core.random', 'sympy.core.parameters', 'sympy.core.logic', 'sympy.core.facts', 'sympy.core.core', 'sympy.core.assumptions', 'sympy.core.sorting', 'sympy.multipledispatch.utils', 'sympy.multipledispatch.conflict', 'sympy.multipledispatch.dispatcher', 'sympy.multipledispatch.core', 'sympy.multipledispatch', 'sympy.core.kind', 'sympy.core._print_helpers', 'sympy.core.singleton', 'sympy.core.traversal', 'sympy.core.basic', 'sympy.core.sympify', 'sympy.core.evalf', 'sympy.core.decorators', 'sympy.core.operations', 'sympy.core.containers', 'sympy.core.add', 'sympy.core.rules', 'sympy.logic.boolalg', 'sympy.logic.inference', 'sympy.logic', 'sympy.core.symbol', 'sympy.core.function', 'sympy.core.relational', 'sympy.core.power', 'sympy.core.numbers', 'sympy.core.mul', 'sympy.core.coreerrors', 'sympy.core.exprtools', 'sympy.core.mod', 'sympy.core.expr', 'sympy.core.multidimensional', 'sympy.core', 'sympy.assumptions.assume', 'sympy.assumptions.cnf', 'sympy.assumptions.askgenerated', 'sympy.assumptions.ask', 'sympy.assumptions.refine', 'sympy.assumptions.relation.binrel', 'sympy.assumptions.relation', 'sympy.assumptions', 'sympy.polys.polyerrors', 'sympy.polys.polyoptions', 'sympy.polys.domains.domainelement', 'sympy.polys.orderings', 'sympy.polys.polyutils', 'sympy.polys.domains.domain', 'sympy.polys.domains.ring', 'sympy.polys.domains.field', 'sympy.polys.domains.modularinteger', 'sympy.polys.domains.simpledomain', 'sympy.polys.domains.pythonrational', 'sympy.polys.domains.groundtypes', 'sympy.polys.domains.finitefield', 'sympy.polys.domains.characteristiczero', 'sympy.polys.domains.integerring', 'sympy.polys.domains.rationalfield', 'sympy.polys.monomials', 'sympy.polys.densebasic', 'sympy.polys.densearith', 'sympy.polys.densetools', 'sympy.polys.polyconfig', 'sympy.polys.galoistools', 'sympy.polys.euclidtools', 'sympy.polys.sqfreetools', 'sympy.polys.factortools', 'sympy.polys.rootisolation', 'sympy.polys.polyclasses', 'sympy.polys.domains.algebraicfield', 'sympy.polys.domains.gaussiandomains', 'sympy.polys.domains.mpelements', 'sympy.polys.domains.realfield', 'sympy.polys.domains.complexfield', 'sympy.polys.domains.compositedomain', 'sympy.polys.domains.polynomialring', 'sympy.polys.domains.fractionfield', 'sympy.polys.domains.expressiondomain', 'sympy.polys.domains.expressionrawdomain', 'sympy.polys.domains.pythonintegerring', 'sympy.polys.domains.pythonfinitefield', 'sympy.polys.domains.gmpyintegerring', 'sympy.polys.domains.gmpyfinitefield', 'sympy.polys.domains.pythonrationalfield', 'sympy.polys.domains.gmpyrationalfield', 'sympy.polys.domains', 'sympy.polys.constructor', 'sympy.polys.fglmtools', 'sympy.polys.groebnertools', 'sympy.polys.rationaltools', 'sympy.polys.polytools', 'sympy.ntheory.primetest', 'sympy.ntheory.generate', 'sympy.ntheory.digits', 'sympy.ntheory.ecm', 'sympy.ntheory.factor', 'sympy.ntheory.residuentheory', 'sympy.ntheory.partitions', 'sympy.ntheory.multinomial', 'sympy.ntheory.continued_fraction', 'sympy.ntheory.egyptian_fraction', 'sympy.ntheory.qs', 'sympy.ntheory', 'sympy.polys.compatibility', 'sympy.polys.heuristicgcd', 'sympy.printing.conventions', 'sympy.printing.precedence', 'sympy.printing.printer', 'sympy.printing.str', 'sympy.core.alphabets', 'sympy.printing.pretty.pretty_symbology', 'sympy.printing.pretty.stringpict', 'sympy.printing.pretty.pretty', 'sympy.printing.pretty', 'sympy.functions.combinatorial', 'sympy.functions.combinatorial.factorials', 'sympy.utilities.memoization', 'sympy.functions.elementary', 'sympy.functions.elementary.miscellaneous', 'sympy.functions.elementary.piecewise', 'sympy.functions.elementary.complexes', 'sympy.functions.elementary.exponential', 'sympy.functions.combinatorial.numbers', 'sympy.functions.elementary.integers', 'sympy.functions.elementary.trigonometric', 'sympy.functions.elementary.hyperbolic', 'sympy.functions.special', 'sympy.functions.special.hyper', 'sympy.functions.special.error_functions', 'sympy.functions.special.zeta_functions', 'sympy.functions.special.gamma_functions', 'sympy.functions.special.tensor_functions', 'sympy.polys.polyquinticconst', 'sympy.polys.polyroots', 'sympy.functions.special.delta_functions', 'sympy.functions.special.singularity_functions', 'sympy.sets.sets', 'sympy.sets.fancysets', 'sympy.sets.contains', 'sympy.sets.conditionset', 'sympy.sets.ordinals', 'sympy.sets.powerset', 'sympy.sets.handlers', 'sympy.sets.handlers.comparison', 'sympy.sets', 'sympy.functions.special.bsplines', 'sympy.polys.orthopolys', 'sympy.functions.special.bessel', 'sympy.functions.special.polynomials', 'sympy.functions.special.spherical_harmonics', 'sympy.functions.special.elliptic_integrals', 'sympy.functions.special.beta_functions', 'sympy.functions.special.mathieu_functions', 'sympy.functions', 'sympy.tensor.indexed', 'sympy.tensor.index_methods', 'sympy.tensor.functions', 'sympy.printing.defaults', 'sympy.tensor.array.ndim_array', 'sympy.tensor.array.mutable_ndim_array', 'sympy.tensor.array.dense_ndim_array', 'sympy.tensor.array.sparse_ndim_array', 'sympy.tensor.array.arrayop', 'sympy.tensor.array.array_comprehension', 'sympy.tensor.array', 'sympy.tensor', 'sympy.printing.latex', 'sympy.printing.mathml', 'sympy.printing.repr', 'sympy.printing.python', 'sympy.printing.codeprinter', 'sympy.printing.pycode', 'sympy.printing.glsl', 'sympy.printing.rcode', 'sympy.printing.jscode', 'sympy.printing.julia', 'sympy.printing.mathematica', 'sympy.printing.octave', 'sympy.printing.rust', 'sympy.utilities.pkgdata', 'sympy.utilities.mathml', 'sympy.printing.gtk', 'sympy.printing.preview', 'sympy.printing.tree', 'sympy.printing.tableform', 'sympy.printing.dot', 'sympy.printing.maple', 'sympy.printing', 'sympy.utilities.magic', 'sympy.polys.rings', 'sympy.polys.specialpolys', 'sympy.polys.polyfuncs', 'sympy.polys.ring_series', 'sympy.polys.rootoftools', 'sympy.polys.numberfields.minpoly', 'sympy.polys.numberfields.subfield', 'sympy.polys.matrices.exceptions', 'sympy.polys.matrices.dense', 'sympy.polys.matrices.sdm', 'sympy.polys.matrices.ddm', 'sympy.polys.matrices.domainscalar', 'sympy.polys.matrices.domainmatrix', 'sympy.polys.matrices', 'sympy.printing.numpy', 'sympy.printing.lambdarepr', 'sympy.polys.numberfields.utilities', 'sympy.ntheory.modular', 'sympy.polys.matrices.normalforms', 'sympy.polys.numberfields.exceptions', 'sympy.polys.numberfields.modules', 'sympy.polys.numberfields.basis', 'sympy.polys.numberfields.primes', 'sympy.polys.numberfields', 'sympy.matrices.utilities', 'sympy.matrices.common', 'sympy.matrices.determinant', 'sympy.matrices.decompositions', 'sympy.matrices.reductions', 'sympy.matrices.subspaces', 'sympy.polys.agca.ideals', 'sympy.polys.agca.modules', 'sympy.polys.agca.homomorphisms', 'sympy.polys.agca', 'sympy.polys.agca.extensions', 'sympy.polys.matrices.eigen', 'sympy.matrices.eigen', 'sympy.matrices.graph', 'sympy.matrices.solvers', 'sympy.matrices.inverse', 'sympy.matrices.matrices', 'sympy.matrices.repmatrix', 'sympy.matrices.dense', 'sympy.matrices.sparse', 'sympy.matrices.sparsetools', 'sympy.strategies.util', 'sympy.strategies.rl', 'sympy.strategies.core', 'sympy.strategies.traverse', 'sympy.strategies.tools', 'sympy.strategies.branch.core', 'sympy.strategies.branch.traverse', 'sympy.strategies.branch.tools', 'sympy.strategies.branch', 'sympy.strategies', 'sympy.matrices.expressions.special', 'sympy.matrices.expressions.matpow', 'sympy.matrices.expressions.inverse', 'sympy.matrices.expressions.transpose', 'sympy.matrices.expressions.permutation', 'sympy.matrices.expressions.matmul', 'sympy.matrices.expressions.matadd', 'sympy.matrices.expressions.determinant', 'sympy.matrices.expressions.matexpr', 'sympy.matrices.expressions.slice', 'sympy.matrices.expressions.trace', 'sympy.matrices.expressions.blockmatrix', 'sympy.matrices.expressions.companion', 'sympy.matrices.expressions.funcmatrix', 'sympy.matrices.expressions.adjoint', 'sympy.matrices.expressions.hadamard', 'sympy.matrices.expressions.diagonal', 'sympy.matrices.expressions.dotproduct', 'sympy.matrices.expressions.kronecker', 'sympy.matrices.expressions.sets', 'sympy.matrices.expressions', 'sympy.matrices.immutable', 'sympy.matrices', 'sympy.polys.partfrac', 'sympy.polys.fields', 'sympy.polys', 'sympy.series.order', 'sympy.calculus.euler', 'sympy.calculus.singularities', 'sympy.calculus.finite_diff', 'sympy.calculus.accumulationbounds', 'sympy.calculus.util', 'sympy.calculus', 'sympy.series.gruntz', 'sympy.series.limits', 'sympy.series.series', 'sympy.series.approximants', 'sympy.series.residues', 'sympy.series.sequences', 'sympy.series.series_class', 'sympy.series.fourier', 'sympy.discrete.transforms', 'sympy.discrete.convolutions', 'sympy.discrete', 'sympy.series.formal', 'sympy.series.limitseq', 'sympy.series', 'sympy.concrete.expr_with_limits', 'sympy.concrete.expr_with_intlimits', 'sympy.concrete.gosper', 'sympy.integrals.rationaltools', 'sympy.integrals.deltafunctions', 'sympy.integrals.meijerint', 'sympy.integrals.trigonometry', 'sympy.integrals.integrals', 'sympy.polys.domainmatrix', 'sympy.polys.solvers', 'sympy.polys.matrices.linsolve', 'sympy.integrals.transforms', 'sympy.integrals.singularityfunctions', 'sympy.integrals', 'sympy.concrete.summations', 'sympy.concrete.products', 'sympy.concrete', 'sympy.simplify.gammasimp', 'sympy.simplify.combsimp', 'sympy.simplify.cse_opts', 'sympy.simplify.powsimp', 'sympy.simplify.hyperexpand', 'sympy.simplify.sqrtdenest', 'sympy.simplify.radsimp', 'sympy.simplify.cse_main', 'sympy.strategies.tree', 'sympy.simplify.trigsimp', 'sympy.simplify.simplify', 'sympy.simplify.fu', 'sympy.simplify.epathtools', 'sympy.simplify.ratsimp', 'sympy.simplify', 'sympy.solvers.polysys', 'sympy.solvers.bivariate', 'sympy.solvers.solvers', 'sympy.solvers.solveset', 'sympy.solvers.diophantine.diophantine', 'sympy.solvers.diophantine', 'sympy.solvers.recurr', 'sympy.solvers.deutils', 'sympy.solvers.ode.riccati', 'sympy.solvers.ode.hypergeometric', 'sympy.solvers.ode.subscheck', 'sympy.solvers.ode.nonhomogeneous', 'sympy.solvers.pde', 'sympy.solvers.ode.lie_group', 'sympy.solvers.ode.single', 'sympy.solvers.ode.ode', 'sympy.solvers.ode.systems', 'sympy.solvers.ode', 'sympy.solvers.inequalities', 'sympy.solvers.decompogen', 'sympy.solvers', 'sympy.geometry.exceptions', 'sympy.sets.handlers.intersection', 'sympy.sets.handlers.union', 'sympy.geometry.entity', 'sympy.geometry.point', 'sympy.geometry.util', 'sympy.geometry.line', 'sympy.geometry.plane', 'sympy.geometry.polygon', 'sympy.geometry.ellipse', 'sympy.geometry.curve', 'sympy.geometry.parabola', 'sympy.geometry', 'sympy.parsing.sympy_parser', 'sympy.parsing', 'sympy.algebras.quaternion', 'sympy.algebras', 'sympy.plotting.experimental_lambdify', 'sympy.plotting.textplot', 'sympy.plotting.plot', 'sympy.plotting.intervalmath.interval_membership', 'sympy.plotting.intervalmath.interval_arithmetic', 'sympy.plotting.intervalmath.lib_interval', 'sympy.plotting.intervalmath', 'sympy.plotting.plot_implicit', 'sympy.plotting.pygletplot', 'sympy.plotting', 'sympy.interactive.printing', 'sympy.interactive.session', 'sympy.interactive.traversal', 'sympy.interactive', 'sympy', 'torch._guards', 'torch.utils.weak', 'torch._subclasses.meta_utils', 'torch.utils._mode_utils', 'torch.utils._stats', 'torch._subclasses.fake_tensor', 'torch._subclasses.fake_utils', 'torch._subclasses', 'torch._prims', 'torch.fx.experimental', 'torch.fx.experimental.symbolic_shapes', 'torch._decomp.decompositions', 'torch._refs._conversions', 'torch._refs.fft', 'torch._refs.linalg', 'torch._refs.nn', 'torch._refs.nn.functional', 'torch._refs.special', 'torch._refs', 'torch._decomp', 'torch._meta_registrations', 'torch.fx.passes.shape_prop', 'torch.fx.passes.graph_drawer', 'torch.fx.passes.graph_manipulation', 'torch.fx.passes.tools_common', 'torch.fx.passes.utils.matcher_utils', 'torch.fx.passes.utils.common', 'torch.fx.passes.utils', 'torch.fx.passes.split_utils', 'torch.fx.passes.net_min_base', 'torch.fx.passes.operator_support', 'torch.fx.passes.param_fetch', 'torch.fx.passes.reinplace', 'torch.fx.passes.split_module', 'torch.fx.passes.splitter_base', 'torch.fx.passes', 'torch.fx.experimental.const_fold', 'torch._dispatch', 'unittest.mock', 'torch._dispatch.python', 'torch.fx.experimental.proxy_tensor', 'torch._functorch.eager_transforms', 'torch._functorch.functional_call', 'torch._functorch.batch_norm_replacement', 'torch.func', 'torch', 'tensorboard.lazy', 'tensorboard.version', 'tensorboard', 'setuptools._distutils', 'distutils.debug', 'distutils.errors', 'getopt', 'distutils.fancy_getopt', 'sysconfig', 'distutils.dep_util', 'distutils._log', 'distutils.spawn', 'distutils.util', 'distutils.dist', 'distutils.dir_util', 'distutils.file_util', 'distutils.archive_util', 'distutils.cmd', 'configparser', 'distutils.config', 'distutils.extension', 'distutils.core', '_distutils_hack.override', 'setuptools.warnings', 'setuptools.extern', 'setuptools._vendor', '_csv', 'csv', 'setuptools._vendor.zipp', 'setuptools._vendor.importlib_metadata._functools', 'setuptools._vendor.importlib_metadata._text', 'setuptools._vendor.importlib_metadata._compat', 'setuptools._vendor.importlib_metadata._adapters', 'setuptools._vendor.importlib_metadata._meta', 'setuptools._vendor.importlib_metadata._py39compat', 'setuptools._vendor.importlib_metadata._collections', 'setuptools._vendor.importlib_metadata._itertools', 'setuptools._vendor.importlib_metadata', 'setuptools.extern.importlib_metadata', 'zipp.py310compat', 'zipp', 'importlib_metadata._functools', 'importlib_metadata._text', 'importlib_metadata._compat', 'importlib_metadata._adapters', 'importlib_metadata._meta', 'importlib_metadata._py39compat', 'importlib_metadata._collections', 'importlib_metadata._itertools', 'importlib_metadata', 'setuptools._vendor.importlib_resources._compat', 'setuptools._vendor.importlib_resources.abc', 'setuptools._vendor.importlib_resources._common', 'setuptools._vendor.importlib_resources._legacy', 'setuptools._vendor.importlib_resources', 'setuptools.extern.importlib_resources', 'setuptools._importlib', 'setuptools.version', 'distutils.filelist', 'setuptools.monkey', 'setuptools.extension', 'distutils.log', 'distutils.command', 'setuptools._vendor.packaging', 'setuptools.extern.packaging', 'setuptools._vendor.ordered_set', 'setuptools.extern.ordered_set', 'setuptools._vendor.more_itertools.recipes', 'setuptools._vendor.more_itertools.more', 'setuptools._vendor.more_itertools', 'setuptools.extern.more_itertools', 'distutils.command.bdist', 'setuptools.command', 'setuptools.windows_support', 'setuptools.errors', 'setuptools._vendor.packaging._elffile', 'setuptools._vendor.packaging._manylinux', 'setuptools._vendor.packaging._musllinux', 'setuptools.extern.packaging.tags', 'setuptools.extern.packaging._structures', 'setuptools.extern.packaging.version', 'setuptools.extern.packaging.utils', 'setuptools.extern.packaging.specifiers', 'setuptools.extern.packaging._tokenizer', 'setuptools.extern.packaging._parser', 'setuptools.extern.packaging.markers', 'setuptools.extern.packaging.requirements', 'setuptools._path', 'setuptools.config.expand', 'setuptools.config.setupcfg', 'setuptools.config', 'email._header_value_parser', 'email.headerregistry', 'setuptools.config._apply_pyprojecttoml', 'setuptools.config.pyprojecttoml', 'setuptools.discovery', 'setuptools._vendor.jaraco', 'setuptools.extern.jaraco', 'importlib.resources', 'setuptools.extern.jaraco.functools', 'setuptools.extern.jaraco.context', 'setuptools.extern.jaraco.text', 'setuptools._reqs', 'setuptools._itertools', 'setuptools._entry_points', 'setuptools._normalization', 'setuptools.dist', 'setuptools.py34compat', 'setuptools._imp', 'setuptools.depends', 'setuptools.logging', 'setuptools.msvc', 'setuptools', 'distutils', 'distutils.version', 'tensorboard.compat', 'tensorboard.compat.proto', 'google.protobuf', 'google.protobuf.internal', 'google.protobuf.internal.enum_type_wrapper', 'google.protobuf.internal._api_implementation', 'google.protobuf.internal.api_implementation', 'google.protobuf.pyext', 'google.protobuf.message', 'google.protobuf.pyext._message', 'google.protobuf.descriptor', 'google.protobuf.descriptor_database', 'google.protobuf.text_encoding', 'google.protobuf.descriptor_pool', 'google.protobuf.pyext.cpp_message', 'google.protobuf.message_factory', 'google.protobuf.symbol_database', 'google.protobuf.reflection', 'google.protobuf.internal.well_known_types', 'tensorboard.compat.proto.tensor_shape_pb2', 'tensorboard.compat.proto.types_pb2', 'tensorboard.compat.proto.resource_handle_pb2', 'tensorboard.compat.proto.tensor_pb2', 'tensorboard.compat.proto.summary_pb2', 'tensorboard.compat.proto.event_pb2', 'tensorboard.plugins', 'encodings.raw_unicode_escape', 'encodings.unicode_escape', 'google.protobuf.internal.containers', 'google.protobuf.internal.wire_format', 'google.protobuf.internal.encoder', 'google.protobuf.internal.decoder', 'google.protobuf.internal.type_checkers', 'google.protobuf.text_format', 'tensorboard.plugins.projector.metadata', 'tensorboard.plugins.projector.projector_config_pb2', 'tensorboard.plugins.projector', 'tensorboard.plugins.audio', 'tensorboard.util', 'tensorboard.util.op_evaluator', 'tensorboard.util.encoder', 'tensorboard.plugins.audio.plugin_data_pb2', 'tensorboard.plugins.audio.metadata', 'tensorboard.util.lazy_tensor_creator', 'tensorboard.plugins.audio.summary_v2', 'tensorboard.plugins.audio.summary', 'tensorboard.plugins.custom_scalar', 'tensorboard.plugins.custom_scalar.layout_pb2', 'tensorboard.plugins.custom_scalar.metadata', 'tensorboard.plugins.custom_scalar.summary', 'tensorboard.plugins.histogram', 'tensorboard.plugins.histogram.plugin_data_pb2', 'tensorboard.plugins.histogram.metadata', 'tensorboard.compat.proto.cost_graph_pb2', 'tensorboard.compat.proto.attr_value_pb2', 'tensorboard.compat.proto.full_type_pb2', 'tensorboard.compat.proto.node_def_pb2', 'tensorboard.compat.proto.op_def_pb2', 'tensorboard.compat.proto.function_pb2', 'tensorboard.compat.proto.versions_pb2', 'tensorboard.compat.proto.graph_pb2', 'tensorboard.compat.proto.allocation_description_pb2', 'tensorboard.compat.proto.tensor_description_pb2', 'tensorboard.compat.proto.step_stats_pb2', 'tensorboard.compat.proto.cluster_pb2', 'tensorboard.compat.proto.coordination_config_pb2', 'tensorboard.compat.proto.debug_pb2', 'tensorboard.compat.proto.verifier_config_pb2', 'tensorboard.compat.proto.rewriter_config_pb2', 'tensorboard.compat.proto.config_pb2', 'google.protobuf.any_pb2', 'tensorboard.compat.proto.variable_pb2', 'tensorboard.compat.proto.struct_pb2', 'google.protobuf.wrappers_pb2', 'tensorboard.compat.proto.trackable_object_graph_pb2', 'tensorboard.compat.proto.saved_object_graph_pb2', 'tensorboard.compat.proto.saver_pb2', 'tensorboard.compat.proto.meta_graph_pb2', 'tensorboard.compat.tensorflow_stub.error_codes', 'tensorboard.compat.tensorflow_stub.errors', 'importlib.metadata', 'fsspec._version', 'concurrent.futures.thread', 'fsspec.caching', 'fsspec.callbacks', 'fsspec.utils', 'fsspec.config', 'fsspec.dircache', 'fsspec.transaction', 'fsspec.spec', 'fsspec.compression', 'fsspec.registry', 'fsspec.core', 'fsspec.exceptions', 'fsspec.mapping', 'fsspec', 'tensorboard.compat.tensorflow_stub.compat.v1', 'tensorboard.compat.tensorflow_stub.compat', 'tensorboard.compat.tensorflow_stub.io.gfile', 'tensorboard.compat.tensorflow_stub.io', 'tensorboard.compat.tensorflow_stub.pywrap_tensorflow', 'tensorboard.compat.tensorflow_stub.dtypes', 'absl', 'fcntl', 'termios', 'absl.flags._helpers', 'absl.flags._argument_parser', 'absl.flags._exceptions', 'absl.flags._flag', 'xml', 'xml.dom.domreg', 'xml.dom', 'xml.dom.minicompat', 'xml.dom.NodeFilter', 'xml.dom.xmlbuilder', 'xml.dom.minidom', 'absl.flags._validators_classes', 'absl.flags._flagvalues', 'absl.flags._validators', 'absl.flags._defines', 'absl.flags', 'tensorboard.compat.tensorflow_stub.flags', 'tensorboard.compat.tensorflow_stub.app', 'tensorboard.compat.tensorflow_stub.tensor_shape', 'tensorboard.compat.tensorflow_stub', 'tensorboard.util.tensor_util', 'tensorboard.plugins.histogram.summary_v2', 'tensorboard.plugins.histogram.summary', 'tensorboard.plugins.image', 'tensorboard.plugins.image.plugin_data_pb2', 'tensorboard.plugins.image.metadata', 'tensorboard.plugins.image.summary_v2', 'tensorboard.plugins.image.summary', 'tensorboard.plugins.pr_curve', 'tensorboard.plugins.pr_curve.plugin_data_pb2', 'tensorboard.plugins.pr_curve.metadata', 'tensorboard.plugins.pr_curve.summary', 'tensorboard.plugins.scalar', 'tensorboard.plugins.scalar.plugin_data_pb2', 'tensorboard.plugins.scalar.metadata', 'tensorboard.plugins.scalar.summary_v2', 'tensorboard.plugins.scalar.summary', 'tensorboard.plugins.text', 'tensorboard.plugins.text.plugin_data_pb2', 'tensorboard.plugins.text.metadata', 'tensorboard.plugins.text.summary_v2', 'tensorboard.plugins.text.summary', 'tensorboard.summary.v1', 'tensorboard.summary.v2', 'tensorboard.summary.writer', 'tensorboard.summary.writer.record_writer', 'tensorboard.summary.writer.event_file_writer', 'tensorboard.summary._output', 'tensorboard.summary._writer', 'tensorboard.summary', 'torch.utils.tensorboard._convert_np', 'torch.utils.tensorboard._utils', 'torch.utils.tensorboard._embedding', 'torch.utils.tensorboard._onnx_graph', 'torch.utils.tensorboard._proto_graph', 'torch.utils.tensorboard._pytorch_graph', 'google.protobuf.struct_pb2', 'torch.utils.tensorboard.summary', 'torch.utils.tensorboard.writer', 'torch.utils.tensorboard', 'librosa.version', '_sysconfigdatalinux_x86_64-linux-gnu', 'pydoc', 'joblib.hashing', 'joblib.disk', 'joblib.logger', 'joblib.func_inspect', 'joblib.backports', 'joblib.compressor', 'joblib.numpy_pickle_utils', 'joblib.numpy_pickle_compat', 'joblib.numpy_pickle', 'joblib._store_backends', 'joblib.memory', 'uuid', 'joblib._multiprocessing_helpers', 'joblib._deprecated_my_exceptions', 'joblib.my_exceptions', 'mmap', 'joblib.externals', 'joblib.externals.loky._base', 'multiprocessing.synchronize', 'joblib.externals.loky.backend.process', 'joblib.externals.loky.backend.context', 'joblib.externals.loky.backend', 'joblib.externals.loky.backend._posix_reduction', 'joblib.externals.cloudpickle.compat', 'joblib.externals.cloudpickle.cloudpickle', 'joblib.externals.cloudpickle.cloudpickle_fast', 'joblib.externals.cloudpickle', 'joblib.externals.loky.backend.reduction', 'multiprocessing.queues', 'concurrent.futures.process', 'joblib.externals.loky.backend.queues', 'psutil._common', 'psutil._compat', 'psutil._psposix', 'psutil._psutil_linux', 'psutil._psutil_posix', 'resource', 'psutil._pslinux', 'psutil', 'joblib.externals.loky.backend.utils', 'joblib.externals.loky.initializers', 'joblib.externals.loky.process_executor', 'joblib.externals.loky.reusable_executor', 'joblib.externals.loky.cloudpickle_wrapper', 'joblib.externals.loky', 'joblib.externals.loky.backend.spawn', 'joblib.externals.loky.backend.resource_tracker', 'joblib._memmapping_reducer', 'multiprocessing.pool', 'joblib.pool', 'joblib.executor', 'joblib._parallel_backends', 'joblib._utils', 'joblib.parallel', 'joblib._cloudpickle_wrapper', 'joblib', 'decorator', 'librosa._cache', 'scipy._lib._testutils', 'scipy._lib', 'scipy._lib.deprecation', 'scipy.config__', 'scipy.version', 'scipy._distributor_init', 'scipy._lib._pep440', 'scipy._lib._ccallback_c', 'scipy._lib._ccallback', 'scipy._lib._uarray._uarray', 'scipy._lib._uarray._backend', 'scipy._lib._uarray', 'scipy._lib.uarray', 'scipy.fft._basic', 'scipy.fft._realtransforms', 'scipy.fft._pocketfft.pypocketfft', 'scipy.fft._pocketfft.helper', 'scipy.fft._pocketfft.basic', 'scipy.fft._pocketfft.realtransforms', 'scipy.fft._pocketfft', 'scipy.fft._helper', 'scipy.fft._backend', 'scipy.fft', 'scipy', 'scipy.ndimage._ni_support', 'scipy.ndimage._nd_image', 'scipy._lib.doccer', 'scipy.ndimage._ni_docstrings', 'scipy.ndimage.filters', 'scipy.ndimage.fourier', 'scipy.ndimage.interpolation', '_cython_0_29_21', '_ni_label', 'scipy.ndimage._ni_label', 'scipy.ndimage.morphology', 'scipy.ndimage.measurements', 'scipy.ndimage', 'scipy._lib._util', 'scipy.sparse.sputils', 'scipy.sparse.base', 'scipy.sparse._sparsetools', 'scipy.sparse.data', 'scipy.sparse.dia', 'scipy.sparse._index', 'scipy.sparse.compressed', 'scipy.sparse.csr', 'scipy.sparse.csc', 'scipy.sparse._csparsetools', 'scipy.sparse.lil', 'scipy.sparse.dok', 'scipy.sparse.coo', 'scipy.sparse.bsr', 'scipy.sparse.construct', 'scipy.sparse.extract', 'scipy.sparse._matrix_io', 'scipy.sparse.csgraph._laplacian', 'scipy.sparse.csgraph._tools', 'scipy.sparse.csgraph._validation', 'scipy.sparse.csgraph._shortest_path', 'scipy.sparse.csgraph._traversal', 'scipy.sparse.csgraph._min_spanning_tree', 'scipy.sparse.csgraph._flow', 'scipy.sparse.csgraph._matching', 'scipy.sparse.csgraph._reordering', 'scipy.sparse.csgraph', 'scipy.sparse', 'numba._version', 'numba.misc', 'numba.misc.init_utils', 'numba.core', 'yaml.error', 'yaml.tokens', 'yaml.events', 'yaml.nodes', 'yaml.reader', 'yaml.scanner', 'yaml.parser', 'yaml.composer', 'yaml.constructor', 'yaml.resolver', 'yaml.loader', 'yaml.emitter', 'yaml.serializer', 'yaml.representer', 'yaml.dumper', 'yaml._yaml', 'yaml.cyaml', 'yaml', 'llvmlite._version', 'llvmlite', 'llvmlite.binding.common', 'llvmlite.utils', 'llvmlite.binding.ffi', 'llvmlite.binding.dylib', 'llvmlite.binding.targets', 'llvmlite.binding.object_file', 'llvmlite.binding.executionengine', 'llvmlite.binding.initfini', 'llvmlite.binding.linker', 'llvmlite.binding.value', 'llvmlite.binding.context', 'llvmlite.binding.module', 'llvmlite.binding.options', 'llvmlite.binding.passmanagers', 'llvmlite.binding.transforms', 'llvmlite.ir._utils', 'llvmlite.ir.types', 'llvmlite.ir.values', 'llvmlite.ir.context', 'llvmlite.ir.module', 'llvmlite.ir.instructions', 'llvmlite.ir.builder', 'llvmlite.ir.transforms', 'llvmlite.ir', 'llvmlite.binding.analysis', 'llvmlite.binding', 'numba.core.config', 'numba.core.utils', 'numba.core.types.abstract', 'numba.core.errors', 'numba.core.types.common', 'numba.core.typeconv.castgraph', 'numba.core.typeconv', 'numba.core.consts', 'numba.core.ir', 'numba.core.types.misc', 'numba.core.types.containers', 'numba.core.types.functions', 'numba.core.types.iterators', 'numba.core.types.npytypes', 'numba.np', 'numba.np.npdatetime_helpers', 'numba.core.types.scalars', 'numba.core.types.function_type', 'numba.core.types', 'numba.core.typeconv._typeconv', 'numba.core.typeconv.typeconv', 'numba.core.typeconv.rules', 'numba.core.targetconfig', 'numba.core.cpu_options', 'numba.core.typing.templates', 'numba.core.datamodel.manager', 'numba.core.datamodel.packer', 'numba.core.datamodel.registry', 'numba.core.datamodel.models', 'numba.core.datamodel', 'numba.core.debuginfo', 'numba.core.cgutils', 'numba.np.numpy_support', 'numba.core.typing.typeof', 'numba.core.typing.context', 'numba.core.typing', 'numba.core.typing.asnumbatype', 'numba.misc.special', 'numba.stencils', 'numba.core.imputils', 'numba._helperlib', 'numba.core.itanium_mangler', 'numba.core.funcdesc', 'numba.core.generators', 'numba.core.removerefctpass', 'numba._dynfunc', 'numba.core.environment', 'numba.core.controlflow', 'numba.core.analysis', 'numba.misc.firstlinefinder', 'numba.core.lowering', 'numba.cloudpickle.compat', 'numba.cloudpickle.cloudpickle', 'numba.cloudpickle.cloudpickle_fast', 'numba.cloudpickle', 'numba.core.serialize', 'numba.core.pythonapi', 'numba.core.extending', 'numba.core.transforms', 'numba.core.postproc', 'numba.core.rewrites.registry', 'numba.core.rewrites.static_getitem', 'numba.core.rewrites.static_raise', 'numba.core.rewrites.static_binop', 'numba.core.rewrites.ir_print', 'numba.core.rewrites', 'numba.core.ir_utils', 'numba.core.descriptors', 'numba._devicearray', 'numba._dispatcher', 'numba.core.tracing', 'numba.core.dataflow', 'numba.core.byteflow', 'numba.core.unsafe', 'numba.core.unsafe.eh', 'numba.cpython', 'numba.cpython.unsafe', 'numba.cpython.unsafe.tuple', 'numba.core.interpreter', 'numba.core.bytecode', 'numba.core.event', 'numba.core.compiler_lock', 'numba.core.typeinfer', 'numba.stencils.stencilparfor', 'numba.core.overload_glue', 'numba.core.typing.npydecl', 'numba.np.unsafe', 'numba.np.unsafe.ndarray', 'numba.parfors.array_analysis', 'numba.parfors.parfor', 'numba.core.sigutils', 'numba.parfors.parfor_lowering_utils', 'numba.parfors.parfor_lowering', 'numba.parfors', 'numba.core.typing.builtins', 'numba.extending', 'numba.cpython.builtins', 'numba.core.base', 'numba.core.callconv', 'numba.core.callwrapper', 'html.entities', 'html', 'numba.core.llvm_bindings', 'numba.core.runtime.nrtdynmod', 'numba.core.runtime._nrt_python', 'numba.core.runtime.nrt', 'numba.core.runtime', 'numba.core.runtime.nrtopt', 'numba.misc.inspection', 'numba.misc.llvm_pass_timings', 'numba.core.codegen', 'numba.core.intrinsics', 'numba.core.externals', 'numba.core.fastmathpass', 'numba.core.options', 'numba.core.entrypoints', 'numba.np.ufunc_db', 'numba.core.cpu', 'numba.core.compiler_machinery', 'numba.core.ssa', 'numba.core.untyped_passes', 'numba.core.annotations', 'numba.core.annotations.type_annotations', 'numba.core.typed_passes', 'numba.core.pylowering', 'numba.core.object_mode_passes', 'numba.core.compiler', 'numba.misc.appdirs', 'numba.core.caching', 'numba.core.retarget', 'numba.core.dispatcher', 'numba.core.registry', 'numba.stencils.stencil', 'numba.core.decorators', 'numba.np.ufunc._internal', 'numba.np.ufunc.wrappers', 'numba.core.target_extension', 'numba.np.ufunc.sigparse', 'numba.np.ufunc.ufuncbuilder', 'numba.np.ufunc.parallel', 'numba.np.ufunc.dufunc', 'numba.np.ufunc.gufunc', 'numba.np.ufunc.decorators', 'numba.np.ufunc.array_exprs', 'numba.np.ufunc', 'numba.experimental.jitclass.decorators', 'numba.experimental.jitclass._box', 'numba.experimental.jitclass.boxing', 'numba.experimental.jitclass.overloads', 'numba.experimental.jitclass', 'numba.experimental', 'numba.core.withcontexts', 'numba.typed', 'numba', 'librosa.util.exceptions', 'librosa.util.deprecation', 'librosa.util.decorators', 'librosa.util.utils', 'xml.parsers', 'pyexpat.errors', 'pyexpat.model', 'pyexpat', 'xml.parsers.expat.model', 'xml.parsers.expat.errors', 'xml.parsers.expat', 'plistlib', 'pkg_resources.extern', 'pkg_resources._vendor', 'pkg_resources._vendor.jaraco', 'pkg_resources.extern.jaraco', 'pkg_resources._vendor.zipp', 'pkg_resources._vendor.importlib_resources._compat', 'pkg_resources._vendor.importlib_resources.abc', 'pkg_resources._vendor.importlib_resources._common', 'pkg_resources._vendor.importlib_resources._legacy', 'pkg_resources._vendor.importlib_resources', 'pkg_resources.extern.importlib_resources', 'pkg_resources._vendor.more_itertools.recipes', 'pkg_resources._vendor.more_itertools.more', 'pkg_resources._vendor.more_itertools', 'pkg_resources.extern.more_itertools', 'pkg_resources.extern.jaraco.functools', 'pkg_resources.extern.jaraco.context', 'pkg_resources.extern.jaraco.text', 'pkg_resources._vendor.platformdirs.api', 'pkg_resources._vendor.platformdirs.version', 'pkg_resources._vendor.platformdirs.unix', 'pkg_resources._vendor.platformdirs', 'pkg_resources.extern.platformdirs', 'pkg_resources._vendor.packaging', 'pkg_resources.extern.packaging', 'pkg_resources.extern.packaging._structures', 'pkg_resources.extern.packaging.version', 'pkg_resources._vendor.packaging._elffile', 'pkg_resources._vendor.packaging._manylinux', 'pkg_resources._vendor.packaging._musllinux', 'pkg_resources.extern.packaging.tags', 'pkg_resources.extern.packaging.utils', 'pkg_resources.extern.packaging.specifiers', 'pkg_resources.extern.packaging._tokenizer', 'pkg_resources.extern.packaging._parser', 'pkg_resources.extern.packaging.markers', 'pkg_resources.extern.packaging.requirements', 'pkg_resources', 'shlex', 'urllib3.packages', `

aylitat commented 1 year ago

`'urllib3.packages.six', 'urllib3.packages.six.moves', 'urllib3.packages.six.moves.http_client', 'urllib3.exceptions', 'urllib3._version', 'urllib3.contrib', 'urllib3.contrib._appengine_environ', 'urllib3.util.wait', 'urllib3.util.connection', '_cffi_backend', '_brotli.lib', '_brotli', 'brotli.brotli', 'brotli.brotli', 'brotli', 'urllib3.util.request', 'urllib3.util.response', 'urllib3.util.retry', 'urllib3.util.url', 'urllib3.util.ssltransport', 'urllib3.util.ssl', 'urllib3.util.timeout', 'urllib3.util', 'urllib3.util.proxy', 'urllib3._collections', 'ipaddress', 'urllib3.util.ssl_match_hostname', 'urllib3.connection', 'mimetypes', 'urllib3.fields', 'urllib3.filepost', 'urllib3.packages.six.moves.urllib', 'urllib3.packages.six.moves.urllib.parse', 'urllib3.request', 'urllib3.response', 'urllib3.util.queue', 'urllib3.connectionpool', 'urllib3.poolmanager', 'urllib3', 'chardet.enums', 'chardet.charsetprober', 'chardet.charsetgroupprober', 'chardet.codingstatemachine', 'chardet.escsm', 'chardet.escprober', 'chardet.latin1prober', 'chardet.mbcssm', 'chardet.utf8prober', 'chardet.mbcharsetprober', 'chardet.euctwfreq', 'chardet.euckrfreq', 'chardet.gb2312freq', 'chardet.big5freq', 'chardet.jisfreq', 'chardet.chardistribution', 'chardet.jpcntx', 'chardet.sjisprober', 'chardet.eucjpprober', 'chardet.gb2312prober', 'chardet.euckrprober', 'chardet.cp949prober', 'chardet.big5prober', 'chardet.euctwprober', 'chardet.mbcsgroupprober', 'chardet.hebrewprober', 'chardet.sbcharsetprober', 'chardet.langbulgarianmodel', 'chardet.langgreekmodel', 'chardet.langhebrewmodel', 'chardet.langrussianmodel', 'chardet.langthaimodel', 'chardet.langturkishmodel', 'chardet.sbcsgroupprober', 'chardet.universaldetector', 'chardet.version', 'chardet', 'http.cookiejar', 'http.cookies', 'requests.compat', 'requests.exceptions', 'charset_normalizer.assets', 'charset_normalizer.constant', '_multibytecodec', 'charset_normalizer.utils', 'charset_normalizer.md', 'charset_normalizer.models', 'charset_normalizer.cd', 'charset_normalizer.api', 'charset_normalizer.legacy', 'charset_normalizer.version', 'charset_normalizer', 'requests.packages.urllib3.packages', 'requests.packages.urllib3.packages.six', 'requests.packages.urllib3.packages.six.moves', 'requests.packages.urllib3.packages.six.moves.http_client', 'requests.packages.urllib3.exceptions', 'requests.packages.urllib3._version', 'requests.packages.urllib3.contrib', 'requests.packages.urllib3.contrib._appengineenviron', 'requests.packages.urllib3.util.wait', 'requests.packages.urllib3.util.connection', 'requests.packages.urllib3.util.request', 'requests.packages.urllib3.util.response', 'requests.packages.urllib3.util.retry', 'requests.packages.urllib3.util.url', 'requests.packages.urllib3.util.ssltransport', 'requests.packages.urllib3.util.ssl', 'requests.packages.urllib3.util.timeout', 'requests.packages.urllib3.util', 'requests.packages.urllib3.util.proxy', 'requests.packages.urllib3._collections', 'requests.packages.urllib3.util.ssl_match_hostname', 'requests.packages.urllib3.connection', 'requests.packages.urllib3.fields', 'requests.packages.urllib3.filepost', 'requests.packages.urllib3.packages.six.moves.urllib', 'requests.packages.urllib3.packages.six.moves.urllib.parse', 'requests.packages.urllib3.request', 'requests.packages.urllib3.response', 'requests.packages.urllib3.util.queue', 'requests.packages.urllib3.connectionpool', 'requests.packages.urllib3.poolmanager', 'requests.packages.urllib3', 'idna.package_data', 'idna.idnadata', 'idna.intranges', 'idna.core', 'idna', 'requests.packages.idna.package_data', 'requests.packages.idna.idnadata', 'requests.packages.idna.intranges', 'requests.packages.idna.core', 'requests.packages.idna', 'requests.packages.chardet', 'requests.packages', 'certifi.core', 'certifi', 'requests.certs', 'requests.version', 'requests._internal_utils', 'requests.cookies', 'requests.structures', 'requests.utils', 'requests.auth', 'stringprep', 'encodings.idna', 'requests.hooks', 'requests.status_codes', 'requests.models', 'socks', 'urllib3.contrib.socks', 'requests.adapters', 'requests.sessions', 'requests.api', 'requests', 'pooch.hashes', 'platformdirs.api', 'platformdirs.version', 'platformdirs.unix', 'platformdirs', 'packaging', 'packaging._structures', 'packaging.version', 'pooch.utils', 'ftplib', 'pooch.downloaders', 'pooch.core', 'pooch.processors', 'pooch._version', 'pooch', 'librosa.util.files', 'librosa.util.matching', 'scipy.optimize.minpack2', 'scipy.optimize.linesearch', 'scipy.sparse.linalg.isolve._iterative', 'scipy.sparse.linalg.interface', 'scipy.sparse.linalg.isolve.utils', 'scipy._lib.decorator', 'scipy._lib._threadsafety', 'scipy.sparse.linalg.isolve.iterative', 'scipy.sparse.linalg.isolve.minres', 'scipy.linalg._fblas', 'scipy.linalg.blas', 'scipy.linalg._flapack', 'scipy.linalg.lapack', 'scipy.linalg.misc', 'scipy.linalg._flinalg', 'scipy.linalg.flinalg', 'scipy.linalg.decomp', 'scipy.linalg.decomp_svd', 'scipy.linalg._solve_toeplitz', 'scipy.linalg.basic', 'scipy.linalg.decomp_lu', 'scipy.linalg._decomp_ldl', 'scipy.linalg.decomp_cholesky', 'scipy.linalg.decomp_qr', 'scipy.linalg._decomp_qz', 'scipy.linalg.decomp_schur', 'scipy.linalg._decomp_polar', 'scipy.linalg.special_matrices', 'scipy.linalg._expm_frechet', 'scipy.linalg._matfuncs_sqrtm', 'scipy.linalg.matfuncs', 'scipy.linalg._solvers', 'scipy.linalg._procrustes', 'scipy.linalg.cython_blas', 'scipy.linalg.cython_lapack', 'scipy.linalg._decomp_update', 'scipy.linalg._sketches', 'scipy.linalg._decomp_cossin', 'scipy.linalg', 'scipy.sparse.linalg.isolve._gcrotmk', 'scipy.sparse.linalg.isolve.lgmres', 'scipy.sparse.linalg.isolve.lsqr', 'scipy.sparse.linalg.isolve.lsmr', 'scipy.sparse.linalg.isolve', 'scipy.sparse.linalg.dsolve._superlu', 'scipy.sparse.linalg.dsolve.linsolve', 'scipy.sparse.linalg.dsolve._add_newdocs', 'scipy.sparse.linalg.dsolve', 'scipy.sparse.linalg.eigen.arpack._arpack', 'scipy.sparse.linalg.eigen.lobpcg.lobpcg', 'scipy.sparse.linalg.eigen.lobpcg', 'scipy.sparse.linalg.eigen.arpack.arpack', 'scipy.sparse.linalg.eigen.arpack', 'scipy.sparse.linalg.eigen', 'scipy.special.sf_error', 'scipy.special._ufuncs_cxx', 'scipy.special._ufuncs', 'scipy.special.specfun', 'scipy.special.orthogonal', 'scipy.special._comb', 'scipy.special._basic', 'scipy.special._logsumexp', 'scipy.special.spfun_stats', 'scipy.special._ellip_harm_2', 'scipy.special._ellip_harm', 'scipy.special._lambertw', 'scipy.special._spherical_bessel', 'scipy.special', 'scipy.sparse.linalg._expm_multiply', 'scipy.sparse.linalg.matfuncs', 'scipy.sparse.linalg._onenormest', 'scipy.sparse.linalg._norm', 'scipy.sparse.linalg', 'scipy.optimize._group_columns', 'scipy.optimize._numdiff', 'scipy.optimize._hessian_update_strategy', 'scipy.optimize._differentiable_functions', 'scipy.optimize.optimize', 'scipy.optimize._trustregion', 'scipy.optimize._trustregion_dogleg', 'scipy.optimize._trustregion_ncg', 'scipy._lib.messagestream', 'scipy.optimize._trlib._trlib', 'scipy.optimize._trlib', 'scipy.optimize._trustregion_krylov', 'scipy.optimize._trustregion_exact', 'numpy.testing._private', 'numpy.linalg.lapack_lite', 'numpy.testing._private.utils', 'numpy.testing._private.extbuild', 'numpy.testing._private.decorators', 'numpy.testing._private.nosetester', 'numpy.testing', 'scipy.optimize._constraints', 'scipy.optimize._trustregion_constr.projections', 'scipy.optimize._trustregion_constr.qp_subproblem', 'scipy.optimize._trustregion_constr.equality_constrained_sqp', 'scipy.optimize._trustregion_constr.canonical_constraint', 'scipy.optimize._trustregion_constr.tr_interior_point', 'scipy.optimize._trustregion_constr.report', 'scipy.optimize._trustregion_constr.minimize_trustregion_constr', 'scipy.optimize._trustregion_constr', 'scipy.optimize._lbfgsb', 'scipy.optimize.lbfgsb', 'scipy.optimize.moduleTNC', 'scipy.optimize.tnc', 'scipy.optimize._cobyla', 'scipy.optimize.cobyla', 'scipy.optimize._slsqp', 'scipy.optimize.slsqp', 'scipy.optimize._minimize', 'scipy.optimize._minpack', 'scipy.optimize._lsq.common', 'scipy.optimize._lsq.trf', 'scipy.optimize._lsq.dogbox', 'scipy.optimize._lsq.least_squares', 'scipy.optimize._lsq.givens_elimination', 'scipy.optimize._lsq.trf_linear', 'scipy.optimize._lsq.bvls', 'scipy.optimize._lsq.lsq_linear', 'scipy.optimize._lsq', 'scipy.optimize.minpack', 'scipy.optimize._spectral', 'scipy.optimize.nonlin', 'scipy.optimize._root', 'scipy.optimize._zeros', 'scipy.optimize.zeros', 'scipy.optimize._root_scalar', 'scipy.optimize.nnls', 'scipy.optimize._nnls', 'scipy.optimize._basinhopping', 'scipy.optimize._remove_redundancy', 'scipy.optimize._linprog_util', 'scipy.optimize._linprog_ip', 'scipy.optimize._linprog_simplex', 'scipy.optimize._bglu_dense', 'scipy.optimize._linprog_rs', 'scipy.optimize._linprog', 'scipy.optimize._lsap_module', 'scipy.optimize._lsap', 'scipy.optimize._differentialevolution', 'scipy.spatial.kdtree', 'scipy.spatial.ckdtree', 'scipy.spatial.qhull', 'scipy.spatial._voronoi', 'scipy.spatial._spherical_voronoi', 'scipy.spatial._plotutils', 'scipy.spatial._procrustes', 'scipy.spatial._distance_wrap', 'scipy.spatial._hausdorff', 'scipy.spatial.distance', 'scipy.spatial._geometric_slerp', 'scipy.constants.codata', 'scipy.constants.constants', 'scipy.constants', 'scipy.spatial.transform._rotation_groups', 'scipy.spatial.transform.rotation', 'scipy.spatial.transform._rotation_spline', 'scipy.spatial.transform', 'scipy.spatial', 'scipy.optimize._shgo_lib', 'scipy.optimize._shgo_lib.sobol_seq', 'scipy.optimize._shgo_lib.triangulation', 'scipy.optimize._shgo', 'scipy.optimize._dual_annealing', 'scipy.optimize', 'librosa.util._nnls', 'librosa.util', 'librosa.core.notation', 'librosa.core.convert', 'ctypes.util', '_soundfile', '_soundfile_data', 'soundfile', 'audioread.exceptions', 'audioread.base', 'audioread.ffdec', 'audioread.version', 'audioread', 'scipy.signal.sigtools', 'scipy.signal.windows.windows', 'scipy.signal.windows', 'scipy.signal.waveforms', 'scipy.signal._max_len_seq_inner', 'scipy.signal._max_len_seq', 'scipy.signal._upfirdn_apply', 'scipy.signal._upfirdn', 'scipy.signal.spline', 'scipy.signal.bsplines', 'scipy.signal.filter_design', 'scipy.signal.fir_filter_design', 'scipy.integrate._quadrature', 'scipy.integrate._odepack', 'scipy.integrate.odepack', 'scipy.integrate._quadpack', 'scipy.integrate.quadpack', 'scipy.integrate.vode', 'scipy.integrate._dop', 'scipy.integrate.lsoda', 'scipy.integrate._ode', 'scipy.integrate._bvp', 'scipy.integrate._ivp.common', 'scipy.integrate._ivp.base', 'scipy.integrate._ivp.bdf', 'scipy.integrate._ivp.radau', 'scipy.integrate._ivp.dop853_coefficients', 'scipy.integrate._ivp.rk', 'scipy.integrate._ivp.lsoda', 'scipy.integrate._ivp.ivp', 'scipy.integrate._ivp', 'scipy.integrate._quad_vec', 'scipy.integrate', 'scipy.interpolate._fitpack', 'scipy.interpolate.dfitpack', 'scipy.interpolate._fitpack_impl', 'scipy.interpolate._bspl', 'scipy.interpolate._bsplines', 'scipy.interpolate.fitpack', 'scipy.interpolate.polyint', 'scipy.interpolate._ppoly', 'scipy.interpolate.fitpack2', 'scipy.interpolate.interpnd', 'scipy.interpolate.interpolate', 'scipy.interpolate.rbf', 'scipy.interpolate._cubic', 'scipy.interpolate.ndgriddata', 'scipy.interpolate._pade', 'scipy.interpolate', 'scipy.signal.lti_conversion', 'scipy.signal.ltisys', 'scipy.signal._arraytools', 'scipy.signal._sosfilt', 'scipy.signal.signaltools', 'scipy.signal._savitzky_golay', 'scipy.signal._spectral', 'scipy.signal.spectral', 'scipy.signal.wavelets', 'scipy.stats._distr_params', 'scipy.misc.doccer', 'scipy.misc.common', 'scipy.misc', 'scipy.stats._constants', 'scipy.stats._distn_infrastructure', 'scipy.special.cython_special', 'scipy.stats._stats', 'scipy.stats._rvs_sampling', 'scipy.stats._tukeylambda_stats', 'scipy.stats._ksstats', 'scipy.stats._continuous_distns', 'scipy.stats._discrete_distns', 'scipy.stats.distributions', 'scipy.stats._stats_mstats_common', 'scipy.stats.mstats_basic', 'scipy.stats._wilcoxon_data', 'scipy.stats._hypotests', 'scipy.stats.stats', 'scipy.stats.statlib', 'scipy.stats.contingency', 'scipy.stats.morestats', 'scipy.stats._binned_statistic', 'scipy.stats.mvn', 'scipy.stats.kde', 'scipy.stats.mstats_extras', 'scipy.stats.mstats', 'scipy.stats._multivariate', 'scipy.stats', 'scipy.signal._peak_finding_utils', 'scipy.signal._peak_finding', 'scipy.signal', 'resampy.version', 'resampy.filters', 'resampy.interpn', 'resampy.core', 'resampy', 'librosa.core.fft', 'encodings.cp437', 'librosa.core.audio', 'librosa.filters', 'librosa.core.spectrum', 'librosa.sequence', 'librosa.core.pitch', 'librosa.core.constantq', 'librosa.core.harmonic', 'librosa.core', 'librosa.feature.utils', 'scipy.fftpack.helper', 'scipy.fftpack.basic', 'scipy.fftpack.convolve', 'scipy.fftpack.pseudo_diffs', 'scipy.fftpack.realtransforms', 'scipy.fftpack', 'librosa.feature.spectral', 'librosa.feature.rhythm', 'librosa.feature.inverse', 'librosa.feature', 'librosa.onset', 'librosa.beat', 'sklearn._config', 'sklearn._distributor_init', 'sklearn.check_build._check_build', 'sklearn.__check_build', 'sklearn.utils.murmurhash', 'sklearn.utils.class_weight', 'sklearn.utils._joblib', 'sklearn.utils.deprecation', 'sklearn.exceptions', 'threadpoolctl', 'sklearn.externals', 'sklearn.externals._packaging', 'sklearn.externals._packaging._structures', 'sklearn.externals._packaging.version', 'sklearn.utils.fixes', 'sklearn.utils._estimator_html_repr', 'sklearn.utils.validation', 'sklearn.utils', 'sklearn.utils._tags', 'sklearn.base', 'sklearn.utils._openmp_helpers', 'sklearn.utils._show_versions', 'sklearn', '_cython_0_29_26', 'sklearn.decomposition._cdnmf_fast', 'sklearn.utils._logistic_sigmoid', 'sklearn.utils.sparsefuncs_fast', 'sklearn.utils.extmath', 'sklearn.decomposition._nmf', 'sklearn.decomposition._base', 'sklearn.utils._arpack', 'sklearn.decomposition._pca', 'sklearn.decomposition._incremental_pca', 'sklearn.preprocessing._function_transformer', 'sklearn.utils.sparsefuncs', 'sklearn.utils._mask', 'sklearn.utils._encode', 'sklearn.preprocessing._encoders', 'sklearn.preprocessing._data', 'sklearn.utils.multiclass', 'sklearn.preprocessing._label', 'sklearn.preprocessing._discretization', 'sklearn.utils.stats', 'sklearn.preprocessing._csr_polynomial_expansion', 'sklearn.preprocessing._polynomial', 'sklearn.preprocessing', 'sklearn.metrics._base', 'sklearn.metrics._ranking', 'sklearn.metrics._classification', 'sklearn.utils._typedefs', 'sklearn.utils._readonly_array_wrapper', 'sklearn.metrics._dist_metrics', 'sklearn.metrics.cluster._expected_mutual_info_fast', 'sklearn.metrics.cluster._supervised', 'sklearn.metrics._pairwise_fast', 'sklearn.metrics.pairwise', 'sklearn.metrics.cluster._unsupervised', 'sklearn.metrics.cluster._bicluster', 'sklearn.metrics.cluster', 'sklearn._loss', 'sklearn._loss.glm_distribution', 'sklearn.metrics._regression', 'sklearn.metrics._scorer', 'sklearn.metrics._plot', 'sklearn.metrics._plot.base', 'sklearn.metrics._plot.det_curve', 'sklearn.metrics._plot.roc_curve', 'sklearn.metrics._plot.precision_recall_curve', 'sklearn.metrics._plot.confusion_matrix', 'sklearn.metrics', 'sklearn.decomposition._kernel_pca', 'sklearn.utils._random', 'sklearn.utils._seq_dataset', 'sklearn.linear_model._base', 'sklearn.linear_model._bayes', 'sklearn.utils._cython_blas', 'sklearn.utils.arrayfuncs', 'sklearn.model_selection._split', 'sklearn.utils.metaestimators', 'sklearn.model_selection._validation', 'sklearn.utils.random', 'sklearn.model_selection._search', 'sklearn.model_selection', 'sklearn.linear_model._least_angle', 'sklearn.linear_model._cd_fast', 'sklearn.linear_model._coordinate_descent', 'sklearn.utils.optimize', 'sklearn.linear_model._glm.link', 'sklearn.linear_model._glm.glm', 'sklearn.linear_model._glm', 'sklearn.linear_model._huber', 'sklearn.utils._weight_vector', 'sklearn.linear_model._sgd_fast', 'sklearn.linear_model._stochastic_gradient', 'sklearn.linear_model._sag_fast', 'sklearn.linear_model._sag', 'sklearn.linear_model._ridge', 'sklearn.svm._libsvm', 'sklearn.svm._liblinear', 'sklearn.svm._libsvm_sparse', 'sklearn.svm._base', 'sklearn.svm._classes', 'sklearn.svm._bounds', 'sklearn.svm', 'sklearn.linear_model._logistic', 'sklearn.linear_model._omp', 'sklearn.linear_model._passive_aggressive', 'sklearn.linear_model._perceptron', 'sklearn.linear_model._quantile', 'sklearn.linear_model._ransac', 'sklearn.linear_model._theil_sen', 'sklearn.linear_model', 'sklearn.decomposition._dict_learning', 'sklearn.decomposition._sparse_pca', 'sklearn.decomposition._truncated_svd', 'sklearn.decomposition._fastica', 'sklearn.decomposition._factor_analysis', 'sklearn.decomposition._online_lda_fast', 'sklearn.decomposition._lda', 'sklearn.decomposition', 'sklearn.neighbors._partition_nodes', 'sklearn.neighbors._ball_tree', 'sklearn.neighbors._kd_tree', 'sklearn.neighbors._distance_metric', 'sklearn.neighbors._base', 'sklearn.neighbors._unsupervised', 'sklearn.neighbors._graph', 'sklearn.neighbors._classification', 'sklearn.neighbors._regression', 'sklearn.neighbors._nearest_centroid', 'sklearn.neighbors._kde', 'sklearn.neighbors._lof', 'sklearn.neighbors._nca', 'sklearn.neighbors', 'sklearn.manifold._locally_linear', 'sklearn.utils.graph', 'sklearn.manifold._isomap', 'sklearn._isotonic', 'sklearn.isotonic', 'sklearn.manifold._mds', 'sklearn.manifold._spectral_embedding', 'sklearn.manifold._utils', 'sklearn.tree._utils', 'sklearn.tree._tree', 'sklearn.tree._splitter', 'sklearn.tree._criterion', 'sklearn.tree._classes', 'sklearn.tree._reingold_tilford', 'sklearn.tree._export', 'sklearn.tree', 'sklearn.neighbors._quad_tree', 'sklearn.manifold._barnes_hut_tsne', 'sklearn.manifold._t_sne', 'sklearn.manifold', 'sklearn.cluster._k_means_common', 'sklearn.cluster._k_means_minibatch', 'sklearn.cluster._k_means_lloyd', 'sklearn.cluster._k_means_elkan', 'sklearn.cluster._kmeans', 'sklearn.cluster._spectral', 'sklearn.cluster._mean_shift', 'sklearn.cluster._affinity_propagation', 'sklearn.utils._fast_dict', 'sklearn.cluster._hierarchical_fast', 'sklearn.cluster._feature_agglomeration', 'sklearn.cluster._agglomerative', 'sklearn.cluster._dbscan_inner', 'sklearn.cluster._dbscan', 'sklearn.cluster._optics', 'sklearn.cluster._bicluster', 'sklearn.cluster._birch', 'sklearn.cluster', 'sklearn.feature_extraction._dict_vectorizer', 'sklearn.feature_extraction._hashing_fast', 'sklearn.feature_extraction._hash', 'sklearn.feature_extraction.image', 'sklearn.feature_extraction._stop_words', 'sklearn.feature_extraction.text', 'sklearn.feature_extraction', 'librosa.segment', 'librosa.decompose', 'librosa.effects', 'librosa', 'commons', 'scipy.io.matlab.byteordercodes', 'scipy.io.matlab.miobase', 'scipy.io.matlab.mio_utils', 'scipy.io.matlab.mio4', 'scipy.io.matlab.streams', 'scipy.io.matlab.mio5_params', 'scipy.io.matlab.mio5_utils', 'scipy.io.matlab.mio5', 'scipy.io.matlab.mio', 'scipy.io.matlab', 'scipy.io.netcdf', 'scipy.io._fortran', 'scipy.io.mmio', 'scipy.io.idl', 'scipy.io.harwell_boeing._fortran_format_parser', 'scipy.io.harwell_boeing.hb', 'scipy.io.harwell_boeing', 'scipy.io', 'scipy.io.wavfile', 'regex._regex', 'regex._regex_core', 'regex.regex', 'regex', 'utils', 'torchaudio._internal', 'torchaudio._internal.module_utils', 'torchaudio._extension.utils', 'torchaudio.lib', 'torchaudio.lib._torchaudio', 'torchaudio.lib._torchaudio_sox', 'torchaudio.lib._torchaudio_ffmpeg', 'torchaudio._extension', 'torchaudio.compliance.kaldi', 'torchaudio.compliance', 'torchaudio.datasets.utils', 'torchaudio.datasets.cmuarctic', 'torchaudio.datasets.cmudict', 'torchaudio.datasets.commonvoice', 'torchaudio.datasets.dr_vctk', 'torchaudio.datasets.fluentcommands', 'torchaudio.datasets.gtzan', 'torchaudio.datasets.iemocap', 'torchaudio.datasets.librispeech', 'torchaudio.datasets.librilight_limited', 'torchaudio.datasets.librimix', 'torchaudio.datasets.libritts', 'torchaudio.datasets.ljspeech', 'torchaudio.datasets.musdb_hq', 'torchaudio.datasets.quesst14', 'torchaudio.datasets.snips', 'torchaudio.datasets.speechcommands', 'torchaudio.datasets.tedlium', 'torchaudio.datasets.vctk', 'torchaudio.datasets.voxceleb1', 'torchaudio.datasets.yesno', 'torchaudio.datasets', 'torchaudio.functional.filtering', 'torchaudio.functional.functional', 'torchaudio.functional', 'torchaudio.io._playback', 'torchaudio.io._stream_reader', 'torchaudio.io._stream_writer', 'torchaudio.io', 'torchaudio.kaldi_io', 'torchaudio.models._hdemucs', 'torchaudio.models.conformer', 'torchaudio.models.conv_tasnet', 'torchaudio.models.deepspeech', 'torchaudio.models.emformer', 'torchaudio.models.rnnt', 'torchaudio.models.rnnt_decoder', 'torchaudio.models.tacotron2', 'torchaudio.models.wav2letter', 'torchaudio.models.wav2vec2.wavlm_attention', 'torchaudio.models.wav2vec2.components', 'torchaudio.models.wav2vec2.model', 'torchaudio.models.wav2vec2.utils.import_fairseq', 'torchaudio.models.wav2vec2.utils.import_huggingface', 'torchaudio.models.wav2vec2.utils', 'torchaudio.models.wav2vec2', 'torchaudio.models.wavernn', 'torchaudio.models', 'torchaudio.pipelines._source_separation_pipeline', 'torchaudio.transforms._multi_channel', 'torchaudio.transforms._transforms', 'torchaudio.transforms', 'torchaudio.pipelines._tts.utils', 'torchaudio.pipelines._tts.interface', 'torchaudio.pipelines._tts.impl', 'torchaudio.pipelines._tts', 'torchaudio.pipelines._wav2vec2', 'torchaudio.pipelines._wav2vec2.utils', 'torchaudio.pipelines._wav2vec2.impl', 'torchaudio.pipelines.rnnt_pipeline', 'torchaudio.pipelines', 'torchaudio.utils.ffmpeg_utils', 'torchaudio.utils.sox_utils', 'torchaudio.utils.download', 'torchaudio.utils', 'torchaudio.sox_effects.sox_effects', 'torchaudio.sox_effects', 'torchaudio.backend.no_backend', 'torchaudio.backend.common', 'torchaudio.backend.soundfile_backend', 'torchaudio.io._compat', 'torchaudio.backend.sox_io_backend', 'torchaudio.backend.utils', 'torchaudio.backend', 'torchaudio.version', 'torchaudio', 'mel_processing', 'unidecode', 'six', 'pyopenjtalk.version', 'pyopenjtalk.htsengine', 'pyopenjtalk.openjtalk', 'pyopenjtalk', 'text.japanese', 'jamo.jamo', 'jamo', 'ko_pron.data', 'ko_pron.ko_pron', 'ko_pron', 'text.korean', 'pypinyin.compat', 'pypinyin.pinyin_dict', 'pypinyin.phrases_dict', 'pypinyin.constants', 'pypinyin.contrib', 'pypinyin.contrib.uv', 'pypinyin.style', 'pypinyin.style._tone_rule', 'pypinyin.contrib._tone_rule', 'pypinyin.contrib.neutral_tone', 'pypinyin.phonetic_symbol', 'pypinyin.style._constants', 'pypinyin.standard', 'pypinyin.style._utils', 'pypinyin.style.tone', 'pypinyin.style._tone_convert', 'pypinyin.contrib.tone_convert', 'pypinyin.contrib.tone_sandhi', 'pypinyin.seg', 'pypinyin.seg.mmseg', 'pypinyin.seg.simpleseg', 'pypinyin.utils', 'pypinyin.style.initials', 'pypinyin.style.finals', 'pypinyin.style.bopomofo', 'pypinyin.style.cyrillic', 'pypinyin.style.wadegiles', 'pypinyin.style.others', 'pypinyin.converter', 'pypinyin.core', 'pypinyin', 'jieba._compat', 'jieba.finalseg.prob_start', 'jieba.finalseg.prob_trans', 'jieba.finalseg.prob_emit', 'jieba.finalseg', 'jieba', 'proces.conf', 'proces.preprocess', 'proces', 'cn2an.conf', 'cn2an.an2cn', 'cn2an.cn2an', 'cn2an.transform', 'cn2an', 'text.mandarin', 'indic_transliteration', 'toml.tz', 'toml.decoder', 'toml.encoder', 'toml', 'indic_transliteration.sanscript.schemes', 'indic_transliteration.sanscript.schemes.roman', 'indic_transliteration.sanscript.schemes.brahmic', 'indic_transliteration.sanscript', 'text.sanskrit', '_cython_0_29_33', 'pydantic.typing', 'pydantic.errors', 'pydantic.version', 'pydantic.utils', 'pydantic.class_validators', 'pydantic.config', 'pydantic.color', 'pydantic.datetime_parse', 'pydantic.validators', 'pydantic.networks', 'pydantic.types', 'pydantic.json', 'pydantic.error_wrappers', 'pydantic.fields', 'pydantic.parse', 'pydantic.schema', 'pydantic.main', 'pydantic.dataclasses', 'pydantic.annotated_types', 'pydantic.decorator', 'pydantic.env_settings', 'pydantic.tools', 'pydantic', 'inflect', 'eng_to_ipa.syllables', 'eng_to_ipa.stress', 'eng_to_ipa.transcribe', 'eng_to_ipa.rhymes', '_sqlite3', 'sqlite3.dbapi2', 'sqlite3', 'eng_to_ipa.transcriber', 'eng_to_ipa', 'text.english', 'num_thai', 'num_thai.thainumbers', 'text.thai', 'text.cleaners', 'text.symbols', 'text', 'data_utils', 'transforms', 'modules', 'attentions', 'monotonic_align.monotonic_align', 'monotonic_align.core', 'monotonic_align.monotonic_align.core', 'monotonic_align', 'models', 'losses', 'multiprocessing.popen_fork', 'multiprocessing.popen_spawn_posix', 'torch.mps', 'matplotlib', 'matplotlib.cbook.deprecation', 'matplotlib.cbook', 'matplotlib._animation_data', 'matplotlib.animation', 'pyparsing.util', 'pyparsing.unicode', 'pyparsing.exceptions', 'pyparsing.actions', 'pyparsing.results', 'pyparsing.core', 'pyparsing.helpers', 'pyparsing.testing', 'pyparsing.common', 'pyparsing', 'matplotlib.fontconfig_pattern', 'matplotlib.docstring', 'matplotlib._color_data', 'matplotlib.colors', 'cycler', 'matplotlib.rcsetup', 'matplotlib._version', 'matplotlib.ft2font', 'dateutil._version', 'dateutil', 'kiwisolver._cext', 'kiwisolver', 'encodings.ascii'] 0%| | 0/55 [00:14<?, ?it/s] Traceback (most recent call last): File "finetune_speaker_v2.py", line 321, in main() File "finetune_speaker_v2.py", line 55, in main mp.spawn(run, nprocs=n_gpus, args=(n_gpus, hps,)) File "/root/miniconda3/lib/python3.8/site-packages/torch/multiprocessing/spawn.py", line 239, in spawn return start_processes(fn, args, nprocs, join, daemon, start_method='spawn') File "/root/miniconda3/lib/python3.8/site-packages/torch/multiprocessing/spawn.py", line 197, in start_processes while not context.join(): File "/root/miniconda3/lib/python3.8/site-packages/torch/multiprocessing/spawn.py", line 160, in join raise ProcessRaisedException(msg, error_index, failed_process.pid) torch.multiprocessing.spawn.ProcessRaisedException:

-- Process 0 terminated with the following error: Traceback (most recent call last): File "/root/miniconda3/lib/python3.8/site-packages/torch/multiprocessing/spawn.py", line 69, in _wrap fn(i, args) File "/root/autodl-tmp/VITS-fast-fine-tuning/finetune_speaker_v2.py", line 134, in run train_and_evaluate(rank, epoch, hps, [net_g, net_d], [optim_g, optim_d], [scheduler_g, scheduler_d], scaler, [train_loader, eval_loader], logger, [writer, writer_eval]) File "/root/autodl-tmp/VITS-fast-fine-tuning/finetune_speaker_v2.py", line 242, in train_and_evaluate evaluate(hps, net_g, eval_loader, writer_eval) File "/root/autodl-tmp/VITS-fast-fine-tuning/finetune_speaker_v2.py", line 280, in evaluate y_hat, attn, mask, _ = generator.module.infer(x, x_lengths, speakers, max_len=1000) UnboundLocalError: local variable 'x' referenced before assignment`