python_code stringlengths 0 4.04M | repo_name stringlengths 8 58 | file_path stringlengths 5 147 |
|---|---|---|
# Copyright (c) Facebook, Inc. and its affiliates.
"""Variants of MSE loss."""
import torch.nn as nn
class NormedMSE(nn.MSELoss):
def forward(self, inp, tgt, *args, **kwargs):
"""
Args:
inp: (*, C)
tgt: (*, C)
Will normalize the input before the loss
""... | AVT-main | loss_fn/mse.py |
AVT-main | loss_fn/__init__.py | |
# Copyright (c) Facebook, Inc. and its affiliates.
"""Cross entropy loss, that works with multi-dim input."""
import torch
import torch.nn as nn
from common.cluster import KmeansAssigner
class MultiDimCrossEntropy(nn.CrossEntropyLoss):
def forward(self, inp, tgt, *args, **kwargs):
"""
Args:
... | AVT-main | loss_fn/multidim_xentropy.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""The SimCLR InfoNCE loss."""
import torch
import torch.nn as nn
from common import utils
LARGE_NUM = 1e9
class MILCrossEntropyLoss(nn.Module):
def __init__(self, mil_type='sum', reduction='mean'):
super().__init__()
self.mil_type = mil_type
... | AVT-main | loss_fn/simclr_infonce.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""Utils for notebook."""
import sys
import os
import os.path as osp
import glob
from collections import OrderedDict
from collections.abc import Iterable
import json
import subprocess
import pickle as pkl
import logging
import h5py
import math
import operator
import ... | AVT-main | notebooks/utils.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""
Modular implementation of the basic train ops
"""
from typing import Dict, Union, Tuple
import torch
import torch.nn as nn
import hydra
from hydra.types import TargetConf
from common import utils
from datasets.base_video_dataset import FUTURE_PREFIX
from models.... | AVT-main | func/train_eval_ops.py |
from . import train
| AVT-main | func/__init__.py |
# Copyright (c) Facebook, Inc. and its affiliates.
"""Training code."""
from typing import Union, Sequence
import datetime
import os
import time
import sys
import logging
import itertools
import operator
import psutil
import h5py
import subprocess
from tqdm import tqdm
import numpy as np
# Need to import this here, ... | AVT-main | func/train.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
"""
Useful links:
Streamlit cheatsheet:
https://docs.streamlit.io/library/cheatsheet
Also check the components we provide for demos in meta... | controllable_agent-main | demo/main.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import os
import sys
import uuid
import shutil
import logging
import datetime
import importlib
import traceback
import contextlib
import typ... | controllable_agent-main | controllable_agent/runner.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
| controllable_agent-main | controllable_agent/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import time
import concurrent.futures
from pathlib import Path
import pytest
import submitit
from . import executor as _exec
def func(fail... | controllable_agent-main | controllable_agent/test_executor.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import re
import itertools
import subprocess
from pathlib import Path
import controllable_agent
from . import runner
def test_quadruped_g... | controllable_agent-main | controllable_agent/test_url_benchmark.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import time
import logging
import traceback
import contextlib
import nevergrad.common.typing as tp
logger = logging.getLogger(__name__)
... | controllable_agent-main | controllable_agent/executor.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from __future__ import annotations
import dataclasses
import typing as tp
import numpy as np
from url_benchmark.agent.ddpg import MetaDict... | controllable_agent-main | url_benchmark/d4rl_benchmark.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import os
import json
import pdb # pylint: disable=unused-import
import logging
import dataclasses
import typing as tp
import warnings
from... | controllable_agent-main | url_benchmark/pretrain.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import logging
import dataclasses
import typing as tp
from url_benchmark import pretrain # NEE... | controllable_agent-main | url_benchmark/train_online.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import logging
import dataclasses
import typing as tp
from url_benchmark import pretrain # NEE... | controllable_agent-main | url_benchmark/anytrain.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import token
import tokenize
import functools
import typing as tp
from io import BytesIO
from co... | controllable_agent-main | url_benchmark/goals.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import functools
import collections
from collections import abc
from concurrent import futures
import time
import uuid
import json
import ty... | controllable_agent-main | url_benchmark/hiplogs.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import sys
from pathlib import Path
import subprocess
import pytest
def _run(tmp_path: Path, **params: tp.Any) -> None... | controllable_agent-main | url_benchmark/test_pretrain.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import logging
import dataclasses
import typing as tp
from url_benchmark import pretrain # NEE... | controllable_agent-main | url_benchmark/train_offline.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import subprocess
import sys
import tempfile
import typing as tp
from pathlib import Path
import pytest
import hydra
import numpy as np
from... | controllable_agent-main | url_benchmark/test_hiplogs.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
| controllable_agent-main | url_benchmark/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import csv
import logging
import typing as tp
from pathlib import Path
import datetime
from collections import defaultdict
import torch
imp... | controllable_agent-main | url_benchmark/logger.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import numpy as np
from url_benchmark import replay_buffer as rb
def test_batch() -> None:
shapes = dict(obs=(4, 12), action=(5, 11), ... | controllable_agent-main | url_benchmark/test_replay_buffer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import math
import random
import re
import time
import typing as tp
import numpy as np
import torch
from torch import nn
import torch.nn.fu... | controllable_agent-main | url_benchmark/utils.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from typing import List
DOMAINS = [
'walker',
'quadruped',
'jaco',
'point_mass_maze'
'cheetah'
]
CHEETAH_TASKS = [
... | controllable_agent-main | url_benchmark/dmc_benchmark.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import logging
import typing as tp
import dataclasses
import collections
from pathlib import Pat... | controllable_agent-main | url_benchmark/in_memory_replay_buffer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import datetime
import io
import random
import traceback
import typing as tp
from pathlib import Path
from collections import defaultdict
im... | controllable_agent-main | url_benchmark/replay_buffer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import sys
import unittest
import dataclasses
from collections import OrderedDict, deque
import ... | controllable_agent-main | url_benchmark/dmc.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pickle
from url_benchmark.dmc import TimeStep
from url_benchmark.in_memory_replay_buffer import ReplayBuffer
from typing import List... | controllable_agent-main | url_benchmark/test_in_memory_replay_buffer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import collections
import numpy as np
import pytest
from url_benchmark import goals
def test_basics() -> None:
as... | controllable_agent-main | url_benchmark/test_goals.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from url_benchmark.goals import DmcReward
import torch
name = "walker_flip"
load_replay_buffer = "/checkpoint/jrapin/ca/buffers/walker_rnd_... | controllable_agent-main | url_benchmark/relabel_buffer.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import warnings
warnings.filterwarnings('ignore', category=DeprecationWarning)
import os
os.e... | controllable_agent-main | url_benchmark/play_behaviors.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
from pathlib import Path
import cv2
import imageio
import numpy as np
import wandb
class VideoRecorder:
def __init... | controllable_agent-main | url_benchmark/video.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import pytest
from url_benchmark import dmc
from url_benchmark.in_memory_replay_buffer import ReplayBuffer
@pytest.mar... | controllable_agent-main | url_benchmark/test_dmc.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import enum
import dm_env
from dm_env import specs
import numpy as np
import matplotlib.pyplot as plt
from url_benchmark... | controllable_agent-main | url_benchmark/gridworld/env.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree. | controllable_agent-main | url_benchmark/gridworld/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# pylint: disable=unused-import
import pdb
import copy
import math
import logging
import dataclasses
from collections import OrderedDict
imp... | controllable_agent-main | url_benchmark/agent/sf.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# pylint: disable=unused-import
import dataclasses
import typing as tp
import torch
from hydra.core.config_store import ConfigStore
from .... | controllable_agent-main | url_benchmark/agent/discrete_sf.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import typing as tp
import dataclasses
from collections import OrderedDict
import logging
import... | controllable_agent-main | url_benchmark/agent/new_aps.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# pylint: disable=unused-import
import pdb
import copy
import math
import logging
import dataclasses
from collections import OrderedDict
imp... | controllable_agent-main | url_benchmark/agent/discrete_fb.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import dataclasses
import typing as tp
import torch
from torch import nn
from hydra.core.config_store import ConfigStore
import omegaconf
f... | controllable_agent-main | url_benchmark/agent/icm_apt.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# pylint: disable=unused-import
import pdb
import copy
import math
import logging
import dataclasses
from collections import OrderedDict
imp... | controllable_agent-main | url_benchmark/agent/fb_ddpg.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import inspect
import dataclasses
from types import ModuleType
import numpy as np
import torch
from url_benchmark import replay_buffer as rb... | controllable_agent-main | url_benchmark/agent/test_agent.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
from collections import OrderedDict
import numpy as np
import torch
from torch import nn
import torch.nn.functional as ... | controllable_agent-main | url_benchmark/agent/smm.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import torch
from torch import nn
from url_benchmark import utils
from .ddpg import DDPGAgent
from url_benchmark.in_mem... | controllable_agent-main | url_benchmark/agent/icm.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import typing as tp
from collections import OrderedDict
import dataclasses
import logging
impor... | controllable_agent-main | url_benchmark/agent/goal_sm.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import typing as tp
import dataclasses
import numpy as np
import torch
from torch import nn
impo... | controllable_agent-main | url_benchmark/agent/aps.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from .ddpg import DDPGAgent as DDPGAgent
from .ddpg import DDPGAgentConfig as DDPGAgentConfig
from .fb_ddpg import FBDDPGAgent as FBDDPGAgen... | controllable_agent-main | url_benchmark/agent/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# pylint: disable=unused-import
import pdb
import typing as tp
import torch
from url_benchmark import utils
from .ddpg import DDPGAgent
fro... | controllable_agent-main | url_benchmark/agent/max_ent.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import torch
from torch import nn
from url_benchmark import utils
from .ddpg import DDPGAgent
from url_benchmark.in_mem... | controllable_agent-main | url_benchmark/agent/disagreement.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import typing as tp
from typing import Any, Dict
import copy
import dataclasses
import torch
from... | controllable_agent-main | url_benchmark/agent/rnd.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import dataclasses
from typing import Any, Tuple
from collections import OrderedDict
import numpy as np
import torch
fr... | controllable_agent-main | url_benchmark/agent/ddpg.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# pylint: disable=unused-import
import pdb
import copy
import math
import logging
import dataclasses
from collections import OrderedDict
imp... | controllable_agent-main | url_benchmark/agent/sf_svd.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import typing as tp
from collections import OrderedDict
import dataclasses
import logging
impor... | controllable_agent-main | url_benchmark/agent/goal_td3.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
import dataclasses
from copy import deepcopy
import torch
from torch import nn
import torch.nn.functional as F
from tor... | controllable_agent-main | url_benchmark/agent/proto.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import pdb # pylint: disable=unused-import
import math
import typing as tp
import torch
from torch import nn
import torch.nn.functional as... | controllable_agent-main | url_benchmark/agent/fb_modules.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import dataclasses
import typing as tp
from typing import Any, Dict, Tuple
import math
from collections import OrderedDict
import numpy as ... | controllable_agent-main | url_benchmark/agent/diayn.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# pylint: disable=unused-import
import pdb
import copy
import math
import logging
import dataclasses
from collections import OrderedDict
imp... | controllable_agent-main | url_benchmark/agent/uvf.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#
# Copyright 2019 The dm_control Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file ex... | controllable_agent-main | url_benchmark/custom_dmc_tasks/quadruped.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#
# Copyright 2017 The dm_control Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file ex... | controllable_agent-main | url_benchmark/custom_dmc_tasks/point_mass_maze.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#
# Copyright 2019 The dm_control Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file ex... | controllable_agent-main | url_benchmark/custom_dmc_tasks/jaco.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#
# Copyright 2017 The dm_control Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file ex... | controllable_agent-main | url_benchmark/custom_dmc_tasks/walker.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
import typing as tp
from . import cheetah
from . import walker
from . import hopper
from . import quadruped
from . import jaco
from . import... | controllable_agent-main | url_benchmark/custom_dmc_tasks/__init__.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#
# Copyright 2017 The dm_control Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file ex... | controllable_agent-main | url_benchmark/custom_dmc_tasks/cheetah.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#
# Copyright 2017 The dm_control Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file ex... | controllable_agent-main | url_benchmark/custom_dmc_tasks/hopper.py |
import sys
import numpy as np
def makeColorwheel():
# color encoding scheme
# adapted from the color circle idea described at
# http://members.shaw.ca/quadibloc/other/colint.htm
RY = 15
YG = 6
GC = 4
CB = 11
BM = 13
MR = 6
ncols = RY + YG + GC + CB + BM + MR
colorwheel = np.zeros([ncols, 3]) # r g... | AR-Depth-main | flow_color.py |
# Copyright 2017 Google Inc. All Rights Reserved.
#
# 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 a... | CodeGen-main | CodeXGLUE/Text-Code/text-to-code/evaluator/bleu.py |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
import logging
import argparse
from bleu import _bleu
import json
logger = logging.getLogger(__name__)
logging.basicConfig(level=logging.INFO)
def main():
parser = argparse.ArgumentParser(description='Evaluate leaderboard predicti... | CodeGen-main | CodeXGLUE/Text-Code/text-to-code/evaluator/evaluator.py |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# 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 cop... | CodeGen-main | CodeXGLUE/Text-Code/text-to-code/code/run.py |
# Copyright 2017 Google Inc. All Rights Reserved.
#
# 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 a... | CodeGen-main | CodeXGLUE/Text-Code/text-to-code/code/bleu.py |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
from __future__ import absolute_import, division, print_function
import argparse
import glob
import logging
import os
import pickle
import random
import re
import gc
import shutil
import json
import numpy as np
import torch
from torch.utils.data... | CodeGen-main | CodeXGLUE/Text-Code/text-to-code/code/dataset.py |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import torch
import torch.nn as nn
import torch
from torch.autograd import Variable
import copy
class Seq2Seq(nn.Module):
"""
Build Seqence-to-Sequence.
Parameters:
* `encoder`- encoder of seq2seq model. e.g. roberta... | CodeGen-main | CodeXGLUE/Text-Code/text-to-code/code/beam.py |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import logging
import sys,json
import numpy as np
def read_answers(filename):
answers={}
with open(filename) as f:
for line in f:
line=line.strip()
js=json.loads(line)
answers[js['url']]=js['id... | CodeGen-main | CodeXGLUE/Text-Code/NL-code-search-Adv/evaluator/evaluator.py |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# 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 cop... | CodeGen-main | CodeXGLUE/Text-Code/NL-code-search-Adv/code/run.py |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
import torch
import torch.nn as nn
import torch
from torch.autograd import Variable
import copy
import torch.nn.functional as F
from torch.nn import CrossEntropyLoss, MSELoss
class Model(nn.Module):
def __init__(self, encoder,config,... | CodeGen-main | CodeXGLUE/Text-Code/NL-code-search-Adv/code/model.py |
#!/usr/bin/python
'''
This script was adapted from the original version by hieuhoang1972 which is part of MOSES.
'''
# $Id: bleu.py 1307 2007-03-14 22:22:36Z hieuhoang1972 $
'''Provides:
cook_refs(refs, n=4): Transform a list of reference sentences as strings into a form usable by cook_test().
cook_test(test, refs... | CodeGen-main | CodeXGLUE/Code-Text/code-to-text/evaluator/evaluator.py |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# 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 cop... | CodeGen-main | CodeXGLUE/Code-Text/code-to-text/code/run.py |
#!/usr/bin/python
'''
This script was adapted from the original version by hieuhoang1972 which is part of MOSES.
'''
# $Id: bleu.py 1307 2007-03-14 22:22:36Z hieuhoang1972 $
'''Provides:
cook_refs(refs, n=4): Transform a list of reference sentences as strings into a form usable by cook_test().
cook_test(test, refs... | CodeGen-main | CodeXGLUE/Code-Text/code-to-text/code/bleu.py |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import torch
import torch.nn as nn
import torch
from torch.autograd import Variable
import copy
class Seq2Seq(nn.Module):
"""
Build Seqence-to-Sequence.
Parameters:
* `encoder`- encoder of seq2seq model. e.g... | CodeGen-main | CodeXGLUE/Code-Text/code-to-text/code/model.py |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import logging
import sys
from sklearn.metrics import recall_score,precision_score,f1_score
def read_answers(filename):
answers={}
with open(filename) as f:
for line in f:
line=line.strip()
idx1,idx2,label... | CodeGen-main | CodeXGLUE/Code-Code/Clone-detection-BigCloneBench/evaluator/evaluator.py |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# 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 cop... | CodeGen-main | CodeXGLUE/Code-Code/Clone-detection-BigCloneBench/code/run.py |
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import torch
import torch.nn as nn
import torch
from torch.autograd import Variable
import copy
import torch.nn.functional as F
from torch.nn import CrossEntropyLoss, MSELoss
class RobertaClassificationHead(nn.Module):
"""Head for sentence-l... | CodeGen-main | CodeXGLUE/Code-Code/Clone-detection-BigCloneBench/code/model.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( n ) :
if n <= 1 :
return False
for i in range ( 2 , n ) :
if n % i == 0 :
retur... | CodeGen-main | data/transcoder_evaluation_gfg/python/PRIMALITY_TEST_SET_1_INTRODUCTION_AND_SCHOOL_METHOD.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( S , n ) :
found = False
S.sort ( )
for i in range ( n - 1 , - 1 , - 1 ) :
for j in range ( 0 , ... | CodeGen-main | data/transcoder_evaluation_gfg/python/FIND_LARGEST_D_IN_ARRAY_SUCH_THAT_A_B_C_D.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( s ) :
n = len ( s ) ;
sub_count = ( n * ( n + 1 ) ) // 2 ;
arr = [ 0 ] * sub_count ;
index = 0 ;
... | CodeGen-main | data/transcoder_evaluation_gfg/python/LEXICOGRAPHICAL_CONCATENATION_SUBSTRINGS_STRING.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold(str1, str2):
if (len(str1) > len(str2)):
t = str1
str1 = str2
str2 = t
str = ""
n... | CodeGen-main | data/transcoder_evaluation_gfg/python/SUM_TWO_LARGE_NUMBERS.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( num , divisor ) :
while ( num >= divisor ) :
num -= divisor ;
return num ;
#TOFILL
if __name__ =... | CodeGen-main | data/transcoder_evaluation_gfg/python/PROGRAM_TO_FIND_REMAINDER_WITHOUT_USING_MODULO_OR_OPERATOR_2.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( n ) :
while ( int ( n / 100 ) ) :
last_digit = int ( n % 10 )
n = int ( n / 10 )
n += l... | CodeGen-main | data/transcoder_evaluation_gfg/python/NUMBER_IS_DIVISIBLE_BY_29_OR_NOT.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( n ) :
num = n ;
dec_value = 0 ;
base1 = 1 ;
len1 = len ( num ) ;
for i in range ( len1 - 1 , - ... | CodeGen-main | data/transcoder_evaluation_gfg/python/PROGRAM_BINARY_DECIMAL_CONVERSION_1.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( arr , n ) :
found = False
arr.sort ( )
for i in range ( 0 , n - 1 ) :
l = i + 1
r = n -... | CodeGen-main | data/transcoder_evaluation_gfg/python/FIND_TRIPLETS_ARRAY_WHOSE_SUM_EQUAL_ZERO_2.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( arr , n ) :
inc , dcr = dict ( ) , dict ( )
len_inc , len_dcr = [ 0 ] * n , [ 0 ] * n
longLen = 0
f... | CodeGen-main | data/transcoder_evaluation_gfg/python/LENGTH_LONGEST_STRICT_BITONIC_SUBSEQUENCE.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( a , b ) :
if ( a < 0 ) :
a = - a
if ( b < 0 ) :
b = - b
mod = a
while ( mod >= b ) ... | CodeGen-main | data/transcoder_evaluation_gfg/python/MODULUS_TWO_FLOAT_DOUBLE_NUMBERS.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( str ) :
n = len ( str ) ;
return int ( n * ( n + 1 ) / 2 ) ;
#TOFILL
if __name__ == '__main__':
para... | CodeGen-main | data/transcoder_evaluation_gfg/python/NUMBER_SUBSTRINGS_STRING.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( arr , l , r , x ) :
if ( r >= l ) :
mid = int ( l + ( r - l ) / 2 )
if ( arr [ mid ] == x ) : r... | CodeGen-main | data/transcoder_evaluation_gfg/python/SEARCH_ALMOST_SORTED_ARRAY.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( x ) :
next = 0
if ( x ) :
rightOne = x & - ( x )
nextHigherOneBit = x + int ( rightOne )
... | CodeGen-main | data/transcoder_evaluation_gfg/python/NEXT_HIGHER_NUMBER_WITH_SAME_NUMBER_OF_SET_BITS.py |
# Copyright (c) 2019-present, Facebook, Inc.
# 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 sys
def f_gold(arr, n, A, B, C):
for i in range(n):
arr[i] = (A * arr[i] * arr[i] + B * arr[i] + C)
ind... | CodeGen-main | data/transcoder_evaluation_gfg/python/SORT_ARRAY_APPLYING_GIVEN_EQUATION.py |
# Copyright (c) 2019-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
#
def f_gold ( n ) :
if n < 3 :
return n
elif n >= 3 and n < 10 :
return n - 1
po = 1
while n / po... | CodeGen-main | data/transcoder_evaluation_gfg/python/COUNT_NUMBERS_THAT_DONT_CONTAIN_3.py |
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