repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
clearml | clearml/router/fastapi_proxy.py | .py | import functools
import threading
from multiprocessing import Process
from typing import Optional, Callable, Awaitable, AsyncGenerator, Union
import fastapi
import httpx
import uvicorn
from fastapi import FastAPI, Request, Response
from fastapi.responses import StreamingResponse
from starlette.middleware.base import B... | 265 | 10,008 |
clearml | clearml/router/route.py | .py | import inspect
from typing import Optional, Callable, Dict, Any
from .endpoint_telemetry import EndpointTelemetry
class Route:
def __init__(
self,
target_url: str,
request_callback: Optional[Callable[[Any, Dict[str, Any]], Any]] = None,
response_callback: Optional[Callable[[Any, A... | 103 | 3,888 |
clearml | clearml/router/router.py | .py | from typing import Optional, Callable, Dict, Union, List, Any # noqa
from fastapi import Request, Response # noqa
from .proxy import HttpProxy
class HttpRouter:
"""
A router class to manage HTTP routing for an application.
Allows the creation, deployment, and management of local and external endpoints... | 247 | 11,838 |
clearml | clearml/router/proxy.py | .py | from typing import Callable, Dict, Optional, Any
from fastapi import Request, Response
from .fastapi_proxy import FastAPIProxy
from .route import Route
class HttpProxy:
DEFAULT_PORT = 9000
def __init__(
self,
port: Optional[int] = None,
workers: Optional[int] = None,
default_... | 64 | 1,924 |
clearml | clearml/router/endpoint_telemetry.py | .py | import copy
import time
import uuid
from threading import Thread
from typing import Optional, Dict, Union, List
from ..task import Task
from ..utilities.resource_monitor import ResourceMonitor
class EndpointTelemetry:
BACKEND_STAT_MAP = {
"cpu_usage_*": "cpu_usage",
"cpu_temperature_*": "cpu_temp... | 241 | 9,972 |
clearml | clearml/backend_config/errors.py | .py | from typing import Optional, Any
class ConfigurationError(Exception):
"""Exception class to be raised when a configuration file is invalid."""
def __init__(self, msg: str, file_path: Optional[str] = None, *args: Any) -> None:
super(ConfigurationError, self).__init__(msg, *args)
self.file_path... | 10 | 333 |
clearml | clearml/backend_config/utils.py | .py | import base64
import os
from os.path import expandvars, expanduser
from pathlib2 import Path
from typing import List, TYPE_CHECKING, ValuesView, Dict, Any
from ..utilities.pyhocon import HOCONConverter, ConfigTree
if TYPE_CHECKING:
from .config import Config
def get_items(cls) -> Dict[str, Any]:
"""get key/... | 113 | 3,877 |
clearml | clearml/backend_config/environment.py | .py | from os import getenv, environ
from typing import Callable, Union, Dict, Any
from .converters import text_to_bool
from .entry import Entry, NotSet
class EnvEntry(Entry):
@classmethod
def default_conversions(cls) -> Dict[Any, Callable[[str], Any]]:
conversions = super(EnvEntry, cls).default_conversion... | 39 | 1,224 |
clearml | clearml/backend_config/bucket_config.py | .py | from abc import ABC, abstractmethod
import logging
import warnings
from copy import copy
from operator import itemgetter
from os import getenv
from typing import Tuple, Dict, List, Union, Optional, Any
import furl
from attr import attrib, attrs
from .converters import strtobool
def _none_to_empty_string(maybe_strin... | 514 | 18,891 |
clearml | clearml/backend_config/log.py | .py | import logging.config
from copy import deepcopy
from types import TracebackType
from typing import Optional, Dict, Union, Type, Tuple, Any
from pathlib2 import Path
def logger(path: Optional[str] = None) -> logging.Logger:
"""Get a ClearML Python logging.Logger named according to the parent path or stem of the f... | 47 | 1,543 |
clearml | clearml/backend_config/entry.py | .py | from abc import ABC, abstractmethod
from typing import Optional, Any, Tuple, Callable, Dict
from .converters import any_to_bool
NotSet = object()
Converter = Callable[[Any], Any]
class Entry(ABC):
"""
Configuration entry definition
"""
@classmethod
def default_conversions(cls) -> Dict[Any, Con... | 90 | 3,081 |
clearml | clearml/backend_config/converters.py | .py | import base64
from typing import Union, Optional, Any, TypeVar, Callable, Tuple
ConverterType = TypeVar("ConverterType", bound=Callable[[Any], Any])
def strtobool(val: str) -> int:
"""Convert a string representation of truth to true (1) or false (0).
True values are 'y', 'yes', 't', 'true', 'on', and '1'; f... | 63 | 1,847 |
clearml | clearml/backend_config/config.py | .py | from __future__ import print_function
import functools
import json
import logging
import os
import warnings
from fnmatch import fnmatch
from os.path import expanduser
from typing import Any, Optional, List, Union
from pathlib2 import Path
from pyparsing import (
ParseFatalException,
ParseException,
Recurs... | 421 | 14,665 |
clearml | clearml/backend_config/defs.py | .py | from os.path import expanduser, expandvars, exists
from typing import Optional
from pathlib2 import Path
from .environment import EnvEntry
ENV_VAR = "CLEARML_ENV"
""" Name of system environment variable that can be used to specify the config environment name """
DEFAULT_CONFIG_FOLDER = "config"
""" Default config f... | 70 | 2,128 |
metrics | setup.py | .py | #!/usr/bin/env python
import glob
import os
import re
from collections.abc import Iterable, Iterator
from functools import partial
from importlib.util import module_from_spec, spec_from_file_location
from itertools import chain
from pathlib import Path
from typing import Any, Optional, Union
from packaging.requirement... | 261 | 11,154 |
metrics | docs/source/conf.py | .py | #
# Configuration file for the Sphinx documentation builder.
#
# This file does only contain a selection of the most common options. For a
# full list see the documentation:
# http://www.sphinx-doc.org/en/master/config
# -- Path setup --------------------------------------------------------------
# If extensions (or ... | 469 | 17,199 |
metrics | docs/source/pyplots/confusion_matrix.py | .py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
fig, ax = plt.subplots(1, 1, figsize=(6.8, 4.8), dpi=500)
metric = torchmetrics.ConfusionMatrix(task="multiclass", num_classes=3)
for _ in range(N):
metric.update(torch.randint(3, (10,)), torch.randint(3, (10,... | 17 | 354 |
metrics | docs/source/pyplots/multiclass_accuracy.py | .py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
fig, ax = plt.subplots(1, 1, figsize=(6.8, 4.8), dpi=500)
metric = torchmetrics.Accuracy(task="multiclass", num_classes=3, average=None)
for _ in range(N):
metric.update(torch.randint(3, (10,)), torch.randint(... | 17 | 361 |
metrics | docs/source/pyplots/binary_accuracy_multistep.py | .py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
w = torch.tensor([0.2, 0.8])
target = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
preds = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
fig, ax = p... | 25 | 635 |
metrics | docs/source/pyplots/binary_accuracy.py | .py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
fig, ax = plt.subplots(1, 1, figsize=(6.8, 4.8), dpi=500)
metric = torchmetrics.Accuracy(task="binary")
for _ in range(N):
metric.update(torch.rand(10), torch.randint(2, (10,)))
metric.plot(ax=ax)
fig.show()
| 16 | 318 |
metrics | docs/source/pyplots/tracker_binary.py | .py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
w = torch.tensor([0.2, 0.8])
target = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
preds = lambda it: (it * torch.randn(100)).sigmoid()
confmat = torchmetrics.ConfusionMatrix(task=... | 46 | 1,328 |
metrics | docs/source/pyplots/collection_binary_together.py | .py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
w = torch.tensor([0.2, 0.8])
target = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
preds = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
collection ... | 30 | 800 |
metrics | docs/source/pyplots/collection_binary.py | .py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
w = torch.tensor([0.2, 0.8])
target = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
preds = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
collection ... | 30 | 797 |
metrics | tests/unittests/__init__.py | .py | import os.path
import warnings
from typing import NamedTuple
import numpy
import torch
from cachier import cachier
from torch import Tensor
from unittests.conftest import (
BATCH_SIZE,
EXTRA_DIM,
NUM_BATCHES,
NUM_CLASSES,
NUM_PROCESSES,
THRESHOLD,
USE_PYTEST_POOL,
setup_ddp,
)
# addin... | 67 | 1,595 |
metrics | tests/unittests/conftest.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 90 | 2,852 |
metrics | tests/unittests/text/test_perplexity.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 105 | 4,435 |
metrics | tests/unittests/text/test_sacre_bleu.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 155 | 6,949 |
metrics | tests/unittests/text/test_mer.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 73 | 2,575 |
metrics | tests/unittests/text/test_rouge.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 328 | 11,821 |
metrics | tests/unittests/text/test_wer.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 71 | 2,504 |
metrics | tests/unittests/text/test_cer.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 71 | 2,453 |
metrics | tests/unittests/text/test_edit.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 148 | 5,499 |
metrics | tests/unittests/text/test_wip.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 71 | 2,567 |
metrics | tests/unittests/text/test_infolm.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 215 | 8,364 |
metrics | tests/unittests/text/test_ter.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 179 | 6,359 |
metrics | tests/unittests/text/test_bertscore.py | .py | # Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | 353 | 12,977 |
metrics | tests/unittests/text/test_squad.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 121 | 4,461 |
metrics | tests/unittests/text/_helpers.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 465 | 19,499 |
metrics | tests/unittests/text/_inputs.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 140 | 5,195 |
metrics | tests/unittests/text/test_wil.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 71 | 2,527 |
metrics | tests/unittests/text/test_eed.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 132 | 4,680 |
metrics | tests/unittests/text/test_chrf.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 164 | 5,609 |
metrics | tests/unittests/text/test_bleu.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 144 | 5,602 |
metrics | tests/unittests/classification/test_exact_match.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 299 | 12,133 |
metrics | tests/unittests/classification/test_hamming_distance.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 534 | 23,167 |
metrics | tests/unittests/classification/test_jaccard.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 447 | 19,002 |
metrics | tests/unittests/classification/test_confusion_matrix.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 438 | 18,225 |
metrics | tests/unittests/classification/test_group_fairness.py | .py | # Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | 316 | 12,418 |
metrics | tests/unittests/classification/test_eer.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 376 | 15,157 |
metrics | tests/unittests/classification/test_roc.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 414 | 17,481 |
metrics | tests/unittests/classification/test_precision_recall.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 787 | 32,722 |
metrics | tests/unittests/classification/test_sensitivity_specificity.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 497 | 22,800 |
metrics | tests/unittests/classification/test_hinge.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 252 | 10,042 |
metrics | tests/unittests/classification/test_cohen_kappa.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 254 | 10,369 |
metrics | tests/unittests/classification/test_matthews_corrcoef.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 418 | 17,204 |
metrics | tests/unittests/classification/test_accuracy.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 777 | 32,626 |
metrics | tests/unittests/classification/test_calibration_error.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 291 | 11,933 |
metrics | tests/unittests/classification/test_f_beta.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 768 | 30,654 |
metrics | tests/unittests/classification/test_stat_scores.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 668 | 28,215 |
metrics | tests/unittests/classification/test_logauc.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 417 | 17,201 |
metrics | tests/unittests/classification/test_specificity.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 621 | 24,825 |
metrics | tests/unittests/classification/test_auc.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 101 | 2,975 |
metrics | tests/unittests/classification/test_average_precision.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 437 | 19,064 |
metrics | tests/unittests/classification/test_recall_fixed_precision.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 472 | 20,997 |
metrics | tests/unittests/classification/_inputs.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 333 | 11,927 |
metrics | tests/unittests/classification/test_precision_fixed_recall.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 466 | 20,654 |
metrics | tests/unittests/classification/test_negative_predictive_value.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 602 | 25,003 |
metrics | tests/unittests/classification/test_specificity_sensitivity.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 487 | 21,757 |
metrics | tests/unittests/classification/test_auroc.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 435 | 18,459 |
metrics | tests/unittests/classification/test_ranking.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 149 | 6,220 |
metrics | tests/unittests/classification/test_precision_recall_curve.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 492 | 21,988 |
metrics | tests/unittests/audio/test_pit.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 255 | 9,840 |
metrics | tests/unittests/audio/test_si_snr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 150 | 5,475 |
metrics | tests/unittests/audio/test_si_sdr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 151 | 5,714 |
metrics | tests/unittests/audio/test_nisqa.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 203 | 8,629 |
metrics | tests/unittests/audio/__init__.py | .py | import os
from typing import Callable, Optional
from torch import Tensor
from unittests import _PATH_ALL_TESTS
_SAMPLE_AUDIO_SPEECH = os.path.join(_PATH_ALL_TESTS, "_data", "audio", "audio_speech.wav")
_SAMPLE_AUDIO_SPEECH_BAB_DB = os.path.join(_PATH_ALL_TESTS, "_data", "audio", "audio_speech_bab_0dB.wav")
_SAMPLE_N... | 31 | 1,008 |
metrics | tests/unittests/audio/test_sdr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 163 | 5,639 |
metrics | tests/unittests/audio/test_stoi.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 129 | 5,293 |
metrics | tests/unittests/audio/test_c_si_snr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 96 | 3,963 |
metrics | tests/unittests/audio/test_dnsmos.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 272 | 10,206 |
metrics | tests/unittests/audio/test_pesq.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 137 | 5,764 |
metrics | tests/unittests/audio/test_sa_sdr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 150 | 6,034 |
metrics | tests/unittests/audio/test_snr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 120 | 4,480 |
metrics | tests/unittests/audio/test_srmr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 126 | 5,053 |
metrics | tests/unittests/image/test_ms_ssim.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 137 | 4,995 |
metrics | tests/unittests/image/test_tv.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 121 | 4,091 |
metrics | tests/unittests/image/test_perceptual_path_length.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 208 | 7,972 |
metrics | tests/unittests/image/test_ssim.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 391 | 14,536 |
metrics | tests/unittests/image/test_inception.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 148 | 5,018 |
metrics | tests/unittests/image/test_arniqa.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 175 | 7,802 |
metrics | tests/unittests/image/test_rmse_sw.py | .py | # Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to i... | 86 | 3,101 |
metrics | tests/unittests/image/test_kid.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 223 | 8,450 |
metrics | tests/unittests/image/test_sam.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 133 | 5,403 |
metrics | tests/unittests/image/test_qnr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 221 | 8,004 |
metrics | tests/unittests/image/test_d_lambda.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 152 | 5,987 |
metrics | tests/unittests/image/test_ergas.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 148 | 5,993 |
metrics | tests/unittests/image/test_mifid.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 225 | 9,167 |
metrics | tests/unittests/image/test_dists.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 107 | 3,704 |
metrics | tests/unittests/image/test_psnr.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 174 | 7,026 |
metrics | tests/unittests/image/test_d_s.py | .py | # Copyright The Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writin... | 430 | 14,085 |
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