repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
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synorim-merged | synorim-merged/pytorch/models/desc_net_self.py | from collections import defaultdict
import numpy as np
import torch
from torch.utils.data import DataLoader
from dataset.base import DatasetSpec as DS, list_collate
from dataset.flow_dataset import FlowDataset
from models.desc_net import Model as BaseModel
class Model(BaseModel):
"""
Self-supervised setting... | 4,150 | 48.416667 | 105 | py |
synorim-merged | synorim-merged/pytorch/models/basis_net.py | import random
from collections import defaultdict
import MinkowskiEngine as ME
import torch
import torch.nn.functional as F
from torch.nn import Parameter
from torch.utils.data import DataLoader
from dataset.base import DatasetSpec as DS, list_collate
from dataset.flow_dataset import FlowDataset, DataAugmentor
from m... | 19,450 | 48.874359 | 119 | py |
synorim-merged | synorim-merged/pytorch/models/spconv.py | import torch
import torch.nn as nn
import MinkowskiEngine as ME
import MinkowskiEngine.MinkowskiFunctional as MEF
class BasicBlockBase(nn.Module):
"""
A double-conv ResBlock with relu activation, with residual connection.
"""
def __init__(self, inplanes, planes, stride=1, dilation=1, downsample=None, ... | 4,471 | 38.22807 | 107 | py |
synorim-merged | synorim-merged/pytorch/utils/exp.py | import pickle
import random
from collections import OrderedDict
import sys
import numpy as np
import torch
import functools
from pathlib import Path
from omegaconf import OmegaConf
def seed_everything(seed: int):
"""
Setup global seed to ensure reproducibility.
:param seed: integer value
"""
rand... | 5,232 | 32.120253 | 110 | py |
synorim-merged | synorim-merged/pytorch/utils/point.py | import torch
def index_points_group(points, knn_idx, t=False):
"""
Input:
points: input points data, [B, N', C], or [B, C, N'](transposed)
knn_idx: sample index data, [B, N, K]
Return:
new_points:, indexed points data, [B, N, K, C] or [B, C, N, K](transposed)
"""
B, Np, C =... | 2,010 | 34.280702 | 109 | py |
SSDUPplus | SSDUPplus-master/percent-distribution.py | import matplotlib.pyplot as plt
import numpy as np
f = open("con-stri.log",'r')
x = list()
percent = list()
path = list()
#path.append('b')
i = 1
for line in f.readlines():
li = line.split(',')
x.append(i)
i = i+1
percent.append(float(li[0]))
if int(li[1])==1:
path.append('b')
else:
path.append('r')
#path = p... | 811 | 21.555556 | 46 | py |
SSDUPplus | SSDUPplus-master/test/automated/pvfs2tests.py | #!/usr/bin/python
#NOTE:Command line takes 3 options: config file, PAV config, PAV machine list
import os,sys,ConfigParser,bsddb,smtplib,string
#This function gets all options from the Config file that was passed
#at the command line.
def getconfig():
Config=bsddb.hashopen(None,'w')
Tests=bsddb.hashopen(None,'w')... | 3,195 | 26.316239 | 108 | py |
SSDUPplus | SSDUPplus-master/maint/build/mpich2-build.py | #!/usr/bin/python
# This script gets and builds MPICH2 with PVFS2 support
import os,sys,string
from optparse import OptionParser
parser = OptionParser()
parser.add_option("-v", "--cvstag", dest="cvs_tag", default="HEAD",
help="pvfs2 cvs tag", metavar="TAG")
parser.add_option("-r", "--dir", dest="rootdir",
... | 3,415 | 30.925234 | 169 | py |
stylegan3 | stylegan3-main/legacy.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 16,561 | 50.117284 | 154 | py |
stylegan3 | stylegan3-main/gen_video.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 7,283 | 39.243094 | 190 | py |
stylegan3 | stylegan3-main/visualizer.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 14,766 | 43.080597 | 160 | py |
stylegan3 | stylegan3-main/avg_spectra.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 12,693 | 44.826715 | 146 | py |
stylegan3 | stylegan3-main/gen_images.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 5,735 | 38.287671 | 144 | py |
stylegan3 | stylegan3-main/dataset_tool.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 18,125 | 38.66302 | 162 | py |
stylegan3 | stylegan3-main/train.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 15,910 | 54.055363 | 210 | py |
stylegan3 | stylegan3-main/calc_metrics.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 8,114 | 41.936508 | 154 | py |
stylegan3 | stylegan3-main/gui_utils/imgui_window.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 3,994 | 37.413462 | 114 | py |
stylegan3 | stylegan3-main/gui_utils/text_utils.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 5,637 | 44.467742 | 143 | py |
stylegan3 | stylegan3-main/gui_utils/__init__.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 448 | 43.9 | 76 | py |
stylegan3 | stylegan3-main/gui_utils/glfw_window.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 7,848 | 33.126087 | 127 | py |
stylegan3 | stylegan3-main/gui_utils/gl_utils.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 16,342 | 42.581333 | 162 | py |
stylegan3 | stylegan3-main/gui_utils/imgui_utils.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 6,612 | 37.9 | 121 | py |
stylegan3 | stylegan3-main/training/loss.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 7,999 | 55.737589 | 199 | py |
stylegan3 | stylegan3-main/training/augment.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 26,617 | 59.910755 | 366 | py |
stylegan3 | stylegan3-main/training/dataset.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 8,642 | 35.16318 | 158 | py |
stylegan3 | stylegan3-main/training/__init__.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 448 | 43.9 | 76 | py |
stylegan3 | stylegan3-main/training/training_loop.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 21,879 | 50.121495 | 168 | py |
stylegan3 | stylegan3-main/training/networks_stylegan2.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 40,302 | 49.695597 | 164 | py |
stylegan3 | stylegan3-main/training/networks_stylegan3.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 26,208 | 49.792636 | 141 | py |
stylegan3 | stylegan3-main/torch_utils/custom_ops.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 6,646 | 41.06962 | 146 | py |
stylegan3 | stylegan3-main/torch_utils/training_stats.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 10,720 | 38.855019 | 118 | py |
stylegan3 | stylegan3-main/torch_utils/persistence.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 9,752 | 37.702381 | 144 | py |
stylegan3 | stylegan3-main/torch_utils/misc.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 11,106 | 40.599251 | 133 | py |
stylegan3 | stylegan3-main/torch_utils/__init__.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 448 | 43.9 | 76 | py |
stylegan3 | stylegan3-main/torch_utils/ops/bias_act.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 9,845 | 45.885714 | 185 | py |
stylegan3 | stylegan3-main/torch_utils/ops/grid_sample_gradfix.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 3,575 | 40.103448 | 132 | py |
stylegan3 | stylegan3-main/torch_utils/ops/conv2d_gradfix.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 9,745 | 46.77451 | 197 | py |
stylegan3 | stylegan3-main/torch_utils/ops/upfirdn2d.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 16,424 | 41.115385 | 120 | py |
stylegan3 | stylegan3-main/torch_utils/ops/filtered_lrelu.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 12,916 | 45.970909 | 164 | py |
stylegan3 | stylegan3-main/torch_utils/ops/conv2d_resample.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 6,765 | 45.986111 | 130 | py |
stylegan3 | stylegan3-main/torch_utils/ops/fma.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 2,047 | 32.57377 | 105 | py |
stylegan3 | stylegan3-main/torch_utils/ops/__init__.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 448 | 43.9 | 76 | py |
stylegan3 | stylegan3-main/viz/renderer.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 15,309 | 39.502646 | 164 | py |
stylegan3 | stylegan3-main/viz/layer_widget.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 9,366 | 49.907609 | 193 | py |
stylegan3 | stylegan3-main/viz/trunc_noise_widget.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 3,791 | 48.894737 | 120 | py |
stylegan3 | stylegan3-main/viz/capture_widget.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 3,692 | 40.965909 | 133 | py |
stylegan3 | stylegan3-main/viz/pickle_widget.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 6,803 | 38.789474 | 121 | py |
stylegan3 | stylegan3-main/viz/equivariance_widget.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 5,822 | 49.198276 | 129 | py |
stylegan3 | stylegan3-main/viz/latent_widget.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 3,929 | 48.746835 | 155 | py |
stylegan3 | stylegan3-main/viz/__init__.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 448 | 43.9 | 76 | py |
stylegan3 | stylegan3-main/viz/performance_widget.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 3,564 | 47.175676 | 130 | py |
stylegan3 | stylegan3-main/viz/stylemix_widget.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 3,075 | 44.910448 | 146 | py |
stylegan3 | stylegan3-main/metrics/metric_utils.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 11,936 | 41.632143 | 167 | py |
stylegan3 | stylegan3-main/metrics/kernel_inception_distance.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 2,329 | 48.574468 | 133 | py |
stylegan3 | stylegan3-main/metrics/frechet_inception_distance.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 2,067 | 48.238095 | 133 | py |
stylegan3 | stylegan3-main/metrics/equivariance.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 10,868 | 39.55597 | 165 | py |
stylegan3 | stylegan3-main/metrics/perceptual_path_length.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 5,256 | 40.722222 | 131 | py |
stylegan3 | stylegan3-main/metrics/inception_score.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 1,901 | 47.769231 | 133 | py |
stylegan3 | stylegan3-main/metrics/metric_main.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 5,675 | 35.857143 | 147 | py |
stylegan3 | stylegan3-main/metrics/__init__.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 448 | 43.9 | 76 | py |
stylegan3 | stylegan3-main/metrics/precision_recall.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
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# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 3,644 | 56.857143 | 159 | py |
stylegan3 | stylegan3-main/dnnlib/util.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
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# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 17,132 | 33.823171 | 151 | py |
stylegan3 | stylegan3-main/dnnlib/__init__.py | # Copyright (c) 2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto. Any use, reproduction, disclosure or
# distribution of this sof... | 488 | 47.9 | 76 | py |
DDrates | DDrates-master/src/DM_MigdalEffect.py | #########################
# #
# Migdal Effect #
# #
#########################
################
# Explanations #
################
#This program contains the DM rate exploiting the Migdal Effect for Ar detectors,
#formulae from 1707.07258 and 1711.09906.
##########... | 4,454 | 27.557692 | 88 | py |
DDrates | DDrates-master/src/DM_LAr.py | #####################################
# #
# DarkSide useful functions #
# #
#####################################
################
# Explanations #
################
#This program contains some useful functions for analyses of LAr experiment... | 2,912 | 25.243243 | 99 | py |
DDrates | DDrates-master/src/halo_models.py | #######################
# #
# Halo models #
# #
#######################
################
# Explanations #
################
#This program contains the Standard Halo Model
##########
# Import #
##########
#This part of the code imports the necessary Python libraries.... | 1,836 | 23.171053 | 85 | py |
DDrates | DDrates-master/src/DM_NR.py | ##############################################
# #
# Nuclear recoil functions (only SI) #
# #
##############################################
################
# Explanations #
################
#This program contains the DM ... | 3,505 | 26.178295 | 91 | py |
DDrates | DDrates-master/src/DM_bremsstrahlung.py | #########################
# #
# Brehmstrahlung #
# #
#########################
################
# Explanations #
################
#This program contains the DM rate exploiting the elastic nuclear recoil detected by bremsstrahlung,
#see [arxiv:1607.01789v2]
#######... | 3,755 | 25.083333 | 100 | py |
pyladies | pyladies-main/test_www.py | #!/usr/bin/env python
import os
def simple_test():
here = os.path.dirname(os.path.realpath(__file__))
www = os.path.join(here, "www")
assert os.path.exists(www)
if __name__ == "__main__":
simple_test()
print("Test passed. www directory exists.")
| 273 | 15.117647 | 54 | py |
MaskTextSpotter | MaskTextSpotter-master/setup.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
#!/usr/bin/env python
import glob
import os
import torch
from setuptools import find_packages
from setuptools import setup
from torch.utils.cpp_extension import CUDA_HOME
from torch.utils.cpp_extension import CppExtension
from torch.utils.cpp_ext... | 2,055 | 28.371429 | 73 | py |
MaskTextSpotter | MaskTextSpotter-master/tools/test_net.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
# Set up custom environment before nearly anything else is imported
# NOTE: this should be the first import (no not reorder)
from maskrcnn_benchmark.utils.env import setup_environment # noqa F401 isort:skip
import argparse
import os
import torch... | 3,340 | 33.802083 | 88 | py |
MaskTextSpotter | MaskTextSpotter-master/tools/demo.py | import os
import cv2
import torch
from torchvision import transforms as T
from maskrcnn_benchmark.modeling.detector import build_detection_model
from maskrcnn_benchmark.utils.checkpoint import DetectronCheckpointer
from maskrcnn_benchmark.structures.image_list import to_image_list
from maskrcnn_benchmark.config import... | 9,596 | 39.154812 | 123 | py |
MaskTextSpotter | MaskTextSpotter-master/tools/train_net.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
r"""
Basic training script for PyTorch
"""
# Set up custom environment before nearly anything else is imported
# NOTE: this should be the first import (no not reorder)
from maskrcnn_benchmark.utils.env import setup_environment # noqa F401 isort:s... | 5,444 | 30.293103 | 89 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/solver/lr_scheduler.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
from bisect import bisect_right
import torch
# FIXME ideally this would be achieved with a CombinedLRScheduler,
# separating MultiStepLR with WarmupLR
# but the current LRScheduler design doesn't allow it
class WarmupMultiStepLR(torch.optim.lr_s... | 1,810 | 33.169811 | 80 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/solver/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
from .build import make_optimizer
from .build import make_lr_scheduler
from .lr_scheduler import WarmupMultiStepLR
| 187 | 36.6 | 71 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/solver/build.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import torch
from .lr_scheduler import WarmupMultiStepLR
def make_optimizer(cfg, model):
params = []
for key, value in model.named_parameters():
if not value.requires_grad:
continue
lr = cfg.SOLVER.BASE_LR
... | 1,083 | 29.111111 | 79 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/config/defaults.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import os
from yacs.config import CfgNode as CN
# -----------------------------------------------------------------------------
# Convention about Training / Test specific parameters
# ------------------------------------------------------------... | 11,615 | 37.979866 | 83 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/config/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
from .defaults import _C as cfg
| 104 | 34 | 71 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/config/paths_catalog.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
"""Centralized catalog of paths."""
import os
def add_gt_path(data_dir, attrs):
if len(attrs)>1:
return os.path.join(data_dir,attrs[1])
else:
return None
class DatasetCatalog(object):
DATA_DIR = "datasets"
DATASE... | 8,907 | 36.745763 | 121 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/layers/nms.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
# from ._utils import _C
from maskrcnn_benchmark import _C
nms = _C.nms
# nms.__doc__ = """
# This function performs Non-maximum suppresion"""
| 216 | 26.125 | 71 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/layers/batch_norm.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import torch
from torch import nn
class FrozenBatchNorm2d(nn.Module):
"""
BatchNorm2d where the batch statistics and the affine parameters
are fixed
"""
def __init__(self, n):
super(FrozenBatchNorm2d, self).__init__()... | 799 | 31 | 71 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/layers/roi_pool.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import torch
from torch import nn
from torch.autograd import Function
from torch.autograd.function import once_differentiable
from torch.nn.modules.utils import _pair
from maskrcnn_benchmark import _C
class _ROIPool(Function):
@staticmethod
... | 1,855 | 28 | 74 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/layers/roi_align.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import torch
from torch import nn
from torch.autograd import Function
from torch.autograd.function import once_differentiable
from torch.nn.modules.utils import _pair
from maskrcnn_benchmark import _C
class _ROIAlign(Function):
@staticmethod... | 2,110 | 29.594203 | 85 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/layers/smooth_l1_loss.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import torch
# TODO maybe push this to nn?
def smooth_l1_loss(input, target, beta=1. / 9, size_average=True):
"""
very similar to the smooth_l1_loss from pytorch, but with
the extra beta parameter
"""
n = torch.abs(input - tar... | 481 | 27.352941 | 71 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/layers/_utils.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import glob
import os.path
import torch
try:
from torch.utils.cpp_extension import load as load_ext
from torch.utils.cpp_extension import CUDA_HOME
except ImportError:
raise ImportError("The cpp layer extensions requires PyTorch 0.4 o... | 1,165 | 28.15 | 80 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/layers/misc.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
"""
helper class that supports empty tensors on some nn functions.
Ideally, add support directly in PyTorch to empty tensors in
those functions.
This can be removed once https://github.com/pytorch/pytorch/issues/12013
is implemented
"""
import m... | 3,241 | 30.475728 | 88 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/layers/__init__.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import torch
from .batch_norm import FrozenBatchNorm2d
from .misc import Conv2d
from .misc import ConvTranspose2d
from .misc import interpolate
from .nms import nms
from .roi_align import ROIAlign
from .roi_align import roi_align
from .roi_pool im... | 557 | 33.875 | 148 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/engine/inference.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import datetime
import logging
import tempfile
import time
import os
from collections import OrderedDict
import torch
from tqdm import tqdm
from ..structures.bounding_box import BoxList
from ..utils.comm import is_main_process
from ..utils.comm ... | 14,699 | 33.265734 | 88 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/engine/text_inference.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import datetime
import logging
import tempfile
import time
import os
from collections import OrderedDict
import torch
from tqdm import tqdm
from ..structures.bounding_box import BoxList
from ..utils.comm import is_main_process
from ..utils.comm ... | 15,120 | 36.992462 | 203 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/engine/trainer.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import datetime
import logging
import time
import torch
import torch.distributed as dist
from maskrcnn_benchmark.utils.comm import get_world_size, is_main_process
from maskrcnn_benchmark.utils.metric_logger import MetricLogger
def reduce_loss_di... | 4,044 | 32.991597 | 79 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/c2_model_loading.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import logging
import pickle
from collections import OrderedDict
import torch
from maskrcnn_benchmark.utils.model_serialization import load_state_dict
def _rename_basic_resnet_weights(layer_keys):
layer_keys = [k.replace("_", ".") for k in ... | 5,667 | 38.636364 | 129 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/metric_logger.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
from collections import defaultdict
from collections import deque
import torch
class SmoothedValue(object):
"""Track a series of values and provide access to smoothed values over a
window or the global series average.
"""
def __... | 1,714 | 25.796875 | 82 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/checkpoint.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import logging
import os
import torch
from maskrcnn_benchmark.utils.model_serialization import load_state_dict
from maskrcnn_benchmark.utils.c2_model_loading import load_c2_format
from maskrcnn_benchmark.utils.imports import import_file
from mask... | 4,813 | 33.385714 | 87 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/comm.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
"""
This file contains primitives for multi-gpu communication.
This is useful when doing distributed training.
"""
import os
import pickle
import tempfile
import time
import torch
import torch.distributed as dist
def get_world_size():
if no... | 4,514 | 29.714286 | 80 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/model_zoo.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import os
import sys
try:
from torch.hub import _download_url_to_file
from torch.hub import urlparse
from torch.hub import HASH_REGEX
except ImportError:
from torch.utils.model_zoo import _download_url_to_file
from torch.utils.... | 3,045 | 48.129032 | 135 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/logging.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
# modified by Minghui Liao
import logging
import os
import sys
from tensorboardX import SummaryWriter
def setup_logger(name, save_dir, distributed_rank=0):
logger = logging.getLogger(name)
logger.setLevel(logging.DEBUG)
# don't log r... | 1,279 | 28.767442 | 84 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/collect_env.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import PIL
from torch.utils.collect_env import get_pretty_env_info
def get_pil_version():
return "\n Pillow ({})".format(PIL.__version__)
def collect_env_info():
env_str = get_pretty_env_info()
env_str += get_pil_version()
... | 338 | 21.6 | 71 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/model_serialization.py | # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
from collections import OrderedDict
import logging
import torch
from maskrcnn_benchmark.utils.imports import import_file
def align_and_update_state_dicts(model_state_dict, loaded_state_dict):
"""
Strategy: suppose that the models that w... | 3,464 | 41.777778 | 91 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/chars.py | import os
import numpy as np
import cv2
def char2num(char):
if char in '0123456789':
num = ord(char) - ord('0') + 1
elif char in 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ':
num = ord(char.lower()) - ord('a') + 11
else:
num = 0
return num
def num2char(num):
chars = '_0123456789abcdefghijklmnopqr... | 4,288 | 26.318471 | 100 | py |
MaskTextSpotter | MaskTextSpotter-master/maskrcnn_benchmark/utils/__init__.py | 0 | 0 | 0 | py |
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