python_code stringlengths 0 4.04M | repo_name stringlengths 8 58 | file_path stringlengths 5 147 |
|---|---|---|
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import json
import logging
import os
from utils import file_tqdm, get_dfs, separate... | code-prediction-transformer-main | models/path_trans_variation/generate_data.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import json
import logging
import pickle
import re
from collections import Counter
... | code-prediction-transformer-main | models/code2seq/generate_vocab.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
import logging
import torch
import utils
logging.basicConfig(level=logging.INFO)
UN... | code-prediction-transformer-main | models/code2seq/dataset.py |
import argparse
import json
import os
import pickle
import random
import re
from collections import defaultdict
from itertools import chain, combinations, product
from utils import get_ancestors, get_terminal_nodes, parallelize, tokenize
from tqdm import tqdm
PLACEHOLDER = "<placeholder_token>"
UNK = "<unk_token>"
... | code-prediction-transformer-main | models/code2seq/generate_data.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import torch
from dataset.dataset import BaseDataset, BaseSetup, BaseVocab
class Setup(BaseSetup):... | code-prediction-transformer-main | models/seq/dataset.py |
#!/usr/bin/env python2
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import ast
import json
import logging
import os
from collections import namedtuple
... | code-prediction-transformer-main | models/seq/generate_data.py |
#!/usr/bin/env python2
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import ast
import sys
import six
from six import StringIO
# Large float and imaginary literals ge... | code-prediction-transformer-main | models/seq/astunparser.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import torch
from dataset.dataset import BaseDataset, BaseSetup, BaseVocab
class Setup(BaseSetup):... | code-prediction-transformer-main | models/path_trans/dataset.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import json
import logging
import os
from utils import file_tqdm
logging.basicCon... | code-prediction-transformer-main | models/path_trans/generate_data.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import json
import logging
import os
from utils import file_tqdm, separate_dps
lo... | code-prediction-transformer-main | models/trav_trans/generate_ast_ids.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import torch
from dataset.dataset import BaseDataset, BaseSetup, BaseVocab
class Setup(BaseSetup):... | code-prediction-transformer-main | models/trav_trans/dataset.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import argparse
import json
import logging
import os
from utils import file_tqdm, get_dfs, separate... | code-prediction-transformer-main | models/trav_trans/generate_data.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from pathlib import Path
from setuptools import setup, find_packages
NAME = 'audiocraft'
DESCRIPTION = 'Audio generati... | audiocraft-main | setup.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
AudioCraft is a general framework for training audio generative models.
At the moment we provide the training code for... | audiocraft-main | audiocraft/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Entry point for dora to launch solvers for running training loops.
See more info on how to use dora: https://github.c... | audiocraft-main | audiocraft/train.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Provides cluster and tools configuration across clusters (slurm, dora, utilities).
"""
import logging
import os
from... | audiocraft-main | audiocraft/environment.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import torch
import torchmetrics
from ..data.audio_utils import convert_audio
from ..modules.chroma import ChromaExtract... | audiocraft-main | audiocraft/metrics/chroma_cosinesim.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from pathlib import Path
import typing as tp
import torch
import torchmetrics
from transformers import RobertaTokenizer ... | audiocraft-main | audiocraft/metrics/clap_consistency.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Metrics like CLAP score, FAD, KLD, Visqol, Chroma similarity, etc.
"""
# flake8: noqa
from .clap_consistency import CLA... | audiocraft-main | audiocraft/metrics/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import logging
from pathlib import Path
import os
import subprocess
import tempfile
import typing as tp
from audiocraft.... | audiocraft-main | audiocraft/metrics/fad.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import contextlib
from functools import partial
import logging
import os
import typing as tp
import torch
import torchme... | audiocraft-main | audiocraft/metrics/kld.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import csv
import json
import logging
from pathlib import Path
import tempfile
import typing as tp
import subprocess
impo... | audiocraft-main | audiocraft/metrics/visqol.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import torch
from torch import nn
import torchaudio
def db_to_scale(volume: tp.Union[float, torch.T... | audiocraft-main | audiocraft/metrics/rvm.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import math
import typing as tp
import torch
from torch import nn
from torch.nn import functional as F
def _unfold(a: ... | audiocraft-main | audiocraft/losses/sisnr.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Loss related classes and functions. In particular the loss balancer from
EnCodec, and the usual spectral losses."""
# ... | audiocraft-main | audiocraft/losses/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# Adapted from MIT code under the original license
# Copyright 2019 Tomoki Hayashi
# MIT License (https://opensource.org/l... | audiocraft-main | audiocraft/losses/stftloss.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import numpy as np
from torchaudio.transforms import MelSpectrogram
import torch
from torch import n... | audiocraft-main | audiocraft/losses/specloss.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import flashy
import torch
from torch import autograd
class Balancer:
"""Loss balancer.
T... | audiocraft-main | audiocraft/losses/balancer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Adversarial losses and discriminator architectures."""
# flake8: noqa
from .discriminators import (
MultiPeriodDis... | audiocraft-main | audiocraft/adversarial/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Utility module to handle adversarial losses without requiring to mess up the main training loop.
"""
import typing a... | audiocraft-main | audiocraft/adversarial/losses.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import torch
import torch.nn as nn
import torch.nn.functional as F
from ...modules import NormConv2... | audiocraft-main | audiocraft/adversarial/discriminators/mpd.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import torchaudio
import torch
from torch import nn
from einops import rearrange
from ...modules im... | audiocraft-main | audiocraft/adversarial/discriminators/msstftd.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import numpy as np
import torch
import torch.nn as nn
from ...modules import NormConv1d
from .base ... | audiocraft-main | audiocraft/adversarial/discriminators/msd.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# flake8: noqa
from .mpd import MultiPeriodDiscriminator
from .msd import MultiScaleDiscriminator
from .msstftd import Mu... | audiocraft-main | audiocraft/adversarial/discriminators/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from abc import ABC, abstractmethod
import typing as tp
import torch
import torch.nn as nn
FeatureMapType = tp.List[to... | audiocraft-main | audiocraft/adversarial/discriminators/base.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Wrapper around FSDP for more convenient use in the training loops.
"""
from contextlib import contextmanager
import ... | audiocraft-main | audiocraft/optim/fsdp.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# ModelEMA implementation is taken from
# https://github.com/facebookresearch/demucs
from collections import defaultdict... | audiocraft-main | audiocraft/optim/ema.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Optimization stuff. In particular, optimizers (DAdaptAdam), schedulers
and Exponential Moving Average.
"""
# flake8: n... | audiocraft-main | audiocraft/optim/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import logging
from typing import TYPE_CHECKING, Any
import torch
import torch.optim
import torch.distributed as dist
i... | audiocraft-main | audiocraft/optim/dadam.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
from torch.optim import Optimizer
from torch.optim.lr_scheduler import _LRScheduler
class InverseS... | audiocraft-main | audiocraft/optim/inverse_sqrt_lr_scheduler.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import math
from torch.optim import Optimizer
from torch.optim.lr_scheduler import _LRScheduler
class CosineLRSchedule... | audiocraft-main | audiocraft/optim/cosine_lr_scheduler.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from torch.optim import Optimizer
from torch.optim.lr_scheduler import _LRScheduler
class PolynomialDecayLRScheduler(_L... | audiocraft-main | audiocraft/optim/polynomial_decay_lr_scheduler.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
from torch.optim import Optimizer
from torch.optim.lr_scheduler import _LRScheduler
class LinearWa... | audiocraft-main | audiocraft/optim/linear_warmup_lr_scheduler.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
All the functions to build the relevant solvers and used objects
from the Hydra config.
"""
from enum import Enum
im... | audiocraft-main | audiocraft/solvers/builders.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import flashy
import julius
import omegaconf
import torch
import torch.nn.functional as F
from . im... | audiocraft-main | audiocraft/solvers/diffusion.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from pathlib import Path
import time
import typing as tp
import flashy
import math
import omegaconf
import torch
from to... | audiocraft-main | audiocraft/solvers/musicgen.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import logging
import multiprocessing
from pathlib import Path
import typing as tp
import flashy
import omegaconf
import... | audiocraft-main | audiocraft/solvers/compression.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Solvers. A Solver is a training recipe, combining the dataloaders, models,
optimizer, losses etc into a single conveni... | audiocraft-main | audiocraft/solvers/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from . import builders, musicgen
class AudioGenSolver(musicgen.MusicGenSolver):
"""Solver for AudioGen re-implement... | audiocraft-main | audiocraft/solvers/audiogen.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from abc import ABC, abstractmethod
from contextlib import contextmanager
from pathlib import Path
import typing as tp
i... | audiocraft-main | audiocraft/solvers/base.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from enum import Enum
import logging
from pathlib import Path
import re
import typing as tp
import flashy
import torch
... | audiocraft-main | audiocraft/utils/checkpoint.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import logging
import os
from queue import Queue, Empty
import signal
import sys
import threading
import traceback
logge... | audiocraft-main | audiocraft/utils/deadlock.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Legacy functions used at the time of the first release, kept for referencd.
"""
from pathlib import Path
import typi... | audiocraft-main | audiocraft/utils/export_legacy.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import torch
class TorchAutocast:
"""TorchAutocast utility class.
Allows you to enable and disable autocast. Th... | audiocraft-main | audiocraft/utils/autocast.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from collections import defaultdict
import logging
import typing as tp
import flashy
import torch
from ..optim import M... | audiocraft-main | audiocraft/utils/best_state.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from concurrent.futures import ThreadPoolExecutor
from collections import deque
from functools import partial
from hashli... | audiocraft-main | audiocraft/utils/cache.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Utilities."""
| audiocraft-main | audiocraft/utils/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Utility to export a training checkpoint to a lightweight release checkpoint.
"""
from pathlib import Path
import typ... | audiocraft-main | audiocraft/utils/export.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from concurrent.futures import ProcessPoolExecutor
from contextlib import contextmanager
from functools import wraps, lru... | audiocraft-main | audiocraft/utils/utils.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Utility functions for SLURM configuration and cluster settings.
"""
from enum import Enum
import os
import socket
im... | audiocraft-main | audiocraft/utils/cluster.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
try:
import IPython.display as ipd # type: ignore
except ImportError:
# Note in a notebook...
pass
import ... | audiocraft-main | audiocraft/utils/notebook.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import logging
import typing as tp
import dora
import torch
logger = logging.getLogger(__name__)
class Profiler:
... | audiocraft-main | audiocraft/utils/profiler.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
| audiocraft-main | audiocraft/utils/samples/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
API that can manage the storage and retrieval of generated samples produced by experiments.
It offers the following ... | audiocraft-main | audiocraft/utils/samples/manager.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Dora Grids."""
| audiocraft-main | audiocraft/grids/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from abc import ABC, abstractmethod
import time
import typing as tp
from dora import Explorer
import treetable as tt
de... | audiocraft-main | audiocraft/grids/_base_explorers.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import treetable as tt
from .._base_explorers import BaseExplorer
class DiffusionExplorer(BaseExplorer):
eval_metr... | audiocraft-main | audiocraft/grids/diffusion/_explorers.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Diffusion grids."""
| audiocraft-main | audiocraft/grids/diffusion/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Training of the 4 diffusion models described in
"From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusi... | audiocraft-main | audiocraft/grids/diffusion/4_bands_base_32khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from ._explorers import LMExplorer
from ...environment import AudioCraftEnvironment
@LMExplorer
def explorer(launcher):... | audiocraft-main | audiocraft/grids/musicgen/musicgen_melody_32khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import treetable as tt
from .._base_explorers import BaseExplorer
class LMExplorer(BaseExplorer):... | audiocraft-main | audiocraft/grids/musicgen/_explorers.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""MusicGen grids."""
| audiocraft-main | audiocraft/grids/musicgen/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from ._explorers import LMExplorer
from ...environment import AudioCraftEnvironment
@LMExplorer
def explorer(launcher):... | audiocraft-main | audiocraft/grids/musicgen/musicgen_clapemb_32khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Evaluation with objective metrics for the pretrained MusicGen models.
This grid takes signature from the training gri... | audiocraft-main | audiocraft/grids/musicgen/musicgen_pretrained_32khz_eval.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from ._explorers import LMExplorer
from ...environment import AudioCraftEnvironment
@LMExplorer
def explorer(launcher):... | audiocraft-main | audiocraft/grids/musicgen/musicgen_base_32khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from ._explorers import LMExplorer
from ...environment import AudioCraftEnvironment
@LMExplorer
def explorer(launcher):... | audiocraft-main | audiocraft/grids/musicgen/musicgen_base_cached_32khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import treetable as tt
from .._base_explorers import BaseExplorer
class CompressionExplorer(BaseExplorer):
eval_me... | audiocraft-main | audiocraft/grids/compression/_explorers.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Grid search file, simply list all the exp you want in `explorer`.
Any new exp added there will be scheduled.
You can ... | audiocraft-main | audiocraft/grids/compression/encodec_audiogen_16khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""EnCodec grids."""
| audiocraft-main | audiocraft/grids/compression/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Grid search file, simply list all the exp you want in `explorer`.
Any new exp added there will be scheduled.
You can ... | audiocraft-main | audiocraft/grids/compression/encodec_musicgen_32khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Grid search file, simply list all the exp you want in `explorer`.
Any new exp added there will be scheduled.
You can ... | audiocraft-main | audiocraft/grids/compression/encodec_base_24khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Grid search file, simply list all the exp you want in `explorer`.
Any new exp added there will be scheduled.
You can ... | audiocraft-main | audiocraft/grids/compression/debug.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""AudioGen grids."""
| audiocraft-main | audiocraft/grids/audiogen/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from ..musicgen._explorers import LMExplorer
from ...environment import AudioCraftEnvironment
@LMExplorer
def explorer(... | audiocraft-main | audiocraft/grids/audiogen/audiogen_base_16khz.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Evaluation with objective metrics for the pretrained AudioGen models.
This grid takes signature from the training gri... | audiocraft-main | audiocraft/grids/audiogen/audiogen_pretrained_16khz_eval.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
All the functions to build the relevant models and modules
from the Hydra config.
"""
import typing as tp
import au... | audiocraft-main | audiocraft/models/builders.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Main model for using MusicGen. This will combine all the required components
and provide easy access to the generatio... | audiocraft-main | audiocraft/models/musicgen.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Pytorch Unet Module used for diffusion.
"""
from dataclasses import dataclass
import typing as tp
import torch
from... | audiocraft-main | audiocraft/models/unet.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Utility functions to load from the checkpoints.
Each checkpoint is a torch.saved dict with the following keys:
- 'xp.... | audiocraft-main | audiocraft/models/loaders.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Models for EnCodec, AudioGen, MusicGen, as well as the generic LMModel.
"""
# flake8: noqa
from . import builders, loa... | audiocraft-main | audiocraft/models/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Multi Band Diffusion models as described in
"From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion"
... | audiocraft-main | audiocraft/models/multibanddiffusion.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Main model for using AudioGen. This will combine all the required components
and provide easy access to the generatio... | audiocraft-main | audiocraft/models/audiogen.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from dataclasses import dataclass
from functools import partial
import logging
import math
import typing as tp
import to... | audiocraft-main | audiocraft/models/lm.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Compression models or wrapper around existing models.
Also defines the main interface that a model must follow to be us... | audiocraft-main | audiocraft/models/encodec.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import math
import typing as tp
import torch
from .base import BaseQuantizer, QuantizedResult
from .core_vq import Resi... | audiocraft-main | audiocraft/quantization/vq.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""RVQ."""
# flake8: noqa
from .vq import ResidualVectorQuantizer
from .base import BaseQuantizer, DummyQuantizer, Quantiz... | audiocraft-main | audiocraft/quantization/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
from einops import rearrange, repeat
import flashy
import torch
from torch import nn, einsum
import ... | audiocraft-main | audiocraft/quantization/core_vq.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Base class for all quantizers.
"""
from dataclasses import dataclass, field
import typing as tp
import torch
from t... | audiocraft-main | audiocraft/quantization/base.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import numpy as np
import torch.nn as nn
from .conv import StreamableConv1d, StreamableConvTranspos... | audiocraft-main | audiocraft/modules/seanet.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import torch
import torch.nn as nn
from torch import Tensor
from typing import Union, Callable
class CustomGLU(nn.Modul... | audiocraft-main | audiocraft/modules/activations.py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.