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### File: torchvision/csrc/io/image/cpu/common_png.h
#pragma once
#if PNG_FOUND
#include <png.h>
#include <setjmp.h>
#endif
| {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/common_png.h", "license": "bsd-3-clause", "size": 72} |
### File: torchvision/csrc/io/image/cpu/decode_image.cpp
#include "decode_image.h"
#include "decode_jpeg.h"
#include "decode_png.h"
namespace vision {
namespace image {
torch::Tensor decode_image(const torch::Tensor& data, ImageReadMode mode) {
// Check that tensor is a CPU tensor
TORCH_CHECK(data.device() == to... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/decode_image.cpp", "license": "bsd-3-clause", "size": 1127} |
### File: torchvision/csrc/io/image/cpu/decode_image.h
#pragma once
#include <torch/types.h>
#include "../image_read_mode.h"
namespace vision {
namespace image {
C10_EXPORT torch::Tensor decode_image(
const torch::Tensor& data,
ImageReadMode mode = IMAGE_READ_MODE_UNCHANGED);
} // namespace image
} // names... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/decode_image.h", "license": "bsd-3-clause", "size": 277} |
### File: torchvision/csrc/io/image/cpu/decode_jpeg.cpp
#include "decode_jpeg.h"
#include "common_jpeg.h"
namespace vision {
namespace image {
#if !JPEG_FOUND
torch::Tensor decode_jpeg(const torch::Tensor& data, ImageReadMode mode) {
TORCH_CHECK(
false, "decode_jpeg: torchvision not compiled with libjpeg supp... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/decode_jpeg.cpp", "license": "bsd-3-clause", "size": 7789} |
### File: torchvision/csrc/io/image/cpu/decode_jpeg.h
#pragma once
#include <torch/types.h>
#include "../image_read_mode.h"
namespace vision {
namespace image {
C10_EXPORT torch::Tensor decode_jpeg(
const torch::Tensor& data,
ImageReadMode mode = IMAGE_READ_MODE_UNCHANGED);
C10_EXPORT int64_t _jpeg_version(... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/decode_jpeg.h", "license": "bsd-3-clause", "size": 359} |
### File: torchvision/csrc/io/image/cpu/decode_png.cpp
#include "decode_png.h"
#include "common_png.h"
namespace vision {
namespace image {
#if !PNG_FOUND
torch::Tensor decode_png(
const torch::Tensor& data,
ImageReadMode mode,
bool allow_16_bits) {
TORCH_CHECK(
false, "decode_png: torchvision not... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/decode_png.cpp", "license": "bsd-3-clause", "size": 7485} |
### File: torchvision/csrc/io/image/cpu/decode_png.h
#pragma once
#include <torch/types.h>
#include "../image_read_mode.h"
namespace vision {
namespace image {
C10_EXPORT torch::Tensor decode_png(
const torch::Tensor& data,
ImageReadMode mode = IMAGE_READ_MODE_UNCHANGED,
bool allow_16_bits = false);
} /... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/decode_png.h", "license": "bsd-3-clause", "size": 307} |
### File: torchvision/csrc/io/image/cpu/encode_jpeg.cpp
#include "encode_jpeg.h"
#include "common_jpeg.h"
namespace vision {
namespace image {
#if !JPEG_FOUND
torch::Tensor encode_jpeg(const torch::Tensor& data, int64_t quality) {
TORCH_CHECK(
false, "encode_jpeg: torchvision not compiled with libjpeg suppo... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/encode_jpeg.cpp", "license": "bsd-3-clause", "size": 3258} |
### File: torchvision/csrc/io/image/cpu/encode_jpeg.h
#pragma once
#include <torch/types.h>
namespace vision {
namespace image {
C10_EXPORT torch::Tensor encode_jpeg(
const torch::Tensor& data,
int64_t quality);
} // namespace image
} // namespace vision
| {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/encode_jpeg.h", "license": "bsd-3-clause", "size": 213} |
### File: torchvision/csrc/io/image/cpu/encode_png.cpp
#include "encode_jpeg.h"
#include "common_png.h"
namespace vision {
namespace image {
#if !PNG_FOUND
torch::Tensor encode_png(const torch::Tensor& data, int64_t compression_level) {
TORCH_CHECK(
false, "encode_png: torchvision not compiled with libpng s... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/encode_png.cpp", "license": "bsd-3-clause", "size": 4844} |
### File: torchvision/csrc/io/image/cpu/encode_png.h
#pragma once
#include <torch/types.h>
namespace vision {
namespace image {
C10_EXPORT torch::Tensor encode_png(
const torch::Tensor& data,
int64_t compression_level);
} // namespace image
} // namespace vision
| {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/encode_png.h", "license": "bsd-3-clause", "size": 222} |
### File: torchvision/csrc/io/image/cpu/read_write_file.cpp
#include "read_write_file.h"
#include <sys/stat.h>
#ifdef _WIN32
#define WIN32_LEAN_AND_MEAN
#include <Windows.h>
#endif
namespace vision {
namespace image {
#ifdef _WIN32
namespace {
std::wstring utf8_decode(const std::string& str) {
if (str.empty()) {
... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/read_write_file.cpp", "license": "bsd-3-clause", "size": 3143} |
### File: torchvision/csrc/io/image/cpu/read_write_file.h
#pragma once
#include <torch/types.h>
namespace vision {
namespace image {
C10_EXPORT torch::Tensor read_file(const std::string& filename);
C10_EXPORT void write_file(const std::string& filename, torch::Tensor& data);
} // namespace image
} // namespace vis... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cpu/read_write_file.h", "license": "bsd-3-clause", "size": 266} |
### File: torchvision/csrc/io/image/cuda/decode_jpeg_cuda.cpp
#include "decode_jpeg_cuda.h"
#include <ATen/ATen.h>
#if NVJPEG_FOUND
#include <ATen/cuda/CUDAContext.h>
#include <c10/cuda/CUDAGuard.h>
#include <nvjpeg.h>
#endif
#include <string>
namespace vision {
namespace image {
#if !NVJPEG_FOUND
torch::Tensor d... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cuda/decode_jpeg_cuda.cpp", "license": "bsd-3-clause", "size": 5826} |
### File: torchvision/csrc/io/image/cuda/decode_jpeg_cuda.h
#pragma once
#include <torch/types.h>
#include "../image_read_mode.h"
namespace vision {
namespace image {
C10_EXPORT torch::Tensor decode_jpeg_cuda(
const torch::Tensor& data,
ImageReadMode mode,
torch::Device device);
} // namespace image
} /... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/cuda/decode_jpeg_cuda.h", "license": "bsd-3-clause", "size": 279} |
### File: torchvision/csrc/io/image/image.cpp
#include "image.h"
#include <ATen/core/op_registration/op_registration.h>
#ifdef USE_PYTHON
#include <Python.h>
#endif
// If we are in a Windows environment, we need to define
// initialization functions for the _custom_ops extension
#ifdef USE_PYTHON
#ifdef _WIN32
PyMODI... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/image.cpp", "license": "bsd-3-clause", "size": 1032} |
### File: torchvision/csrc/io/image/image.h
#pragma once
#include "cpu/decode_image.h"
#include "cpu/decode_jpeg.h"
#include "cpu/decode_png.h"
#include "cpu/encode_jpeg.h"
#include "cpu/encode_png.h"
#include "cpu/read_write_file.h"
#include "cuda/decode_jpeg_cuda.h"
| {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/image.h", "license": "bsd-3-clause", "size": 226} |
### File: torchvision/csrc/io/image/image_read_mode.h
#pragma once
#include <stdint.h>
namespace vision {
namespace image {
/* Should be kept in-sync with Python ImageReadMode enum */
using ImageReadMode = int64_t;
const ImageReadMode IMAGE_READ_MODE_UNCHANGED = 0;
const ImageReadMode IMAGE_READ_MODE_GRAY = 1;
const... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/image/image_read_mode.h", "license": "bsd-3-clause", "size": 453} |
### File: torchvision/csrc/io/video/video.cpp
#include "video.h"
#include <regex>
namespace vision {
namespace video {
namespace {
const size_t decoderTimeoutMs = 600000;
const AVPixelFormat defaultVideoPixelFormat = AV_PIX_FMT_RGB24;
// returns number of written bytes
template <typename T>
size_t fillTensorList(D... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/video/video.cpp", "license": "bsd-3-clause", "size": 12442} |
### File: torchvision/csrc/io/video/video.h
#pragma once
#include <torch/types.h>
#include "../decoder/defs.h"
#include "../decoder/memory_buffer.h"
#include "../decoder/sync_decoder.h"
using namespace ffmpeg;
namespace vision {
namespace video {
struct Video : torch::CustomClassHolder {
std::tuple<std::string, ... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/video/video.h", "license": "bsd-3-clause", "size": 2069} |
### File: torchvision/csrc/io/video_reader/video_reader.cpp
#include "video_reader.h"
#ifdef USE_PYTHON
#include <Python.h>
#endif
#include "../decoder/memory_buffer.h"
#include "../decoder/sync_decoder.h"
#ifdef USE_PYTHON
// If we are in a Windows environment, we need to define
// initialization functions for the ... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/video_reader/video_reader.cpp", "license": "bsd-3-clause", "size": 22313} |
### File: torchvision/csrc/io/video_reader/video_reader.h
#pragma once
#include <torch/types.h>
namespace vision {
namespace video_reader {
torch::List<torch::Tensor> read_video_from_memory(
torch::Tensor input_video,
double seekFrameMargin,
int64_t getPtsOnly,
int64_t readVideoStream,
int64_t wi... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/io/video_reader/video_reader.h", "license": "bsd-3-clause", "size": 1407} |
### File: torchvision/csrc/macros.h
#pragma once
#if defined(_WIN32) && !defined(TORCHVISION_BUILD_STATIC_LIBS)
#if defined(torchvision_EXPORTS)
#define VISION_API __declspec(dllexport)
#else
#define VISION_API __declspec(dllimport)
#endif
#else
#define VISION_API
#endif
#if (defined __cpp_inline_variables) || __cplu... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/macros.h", "license": "bsd-3-clause", "size": 527} |
### File: torchvision/csrc/ops/autocast/deform_conv2d_kernel.cpp
#include "../deform_conv2d.h"
#include <ATen/autocast_mode.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
at::Tensor deform_conv2d_autocast(
const at::Tensor& input,
const at::Tensor& weig... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autocast/deform_conv2d_kernel.cpp", "license": "bsd-3-clause", "size": 1399} |
### File: torchvision/csrc/ops/autocast/nms_kernel.cpp
#include "../nms.h"
#include <ATen/autocast_mode.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
at::Tensor nms_autocast(
const at::Tensor& dets,
const at::Tensor& scores,
double iou_threshold) {... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autocast/nms_kernel.cpp", "license": "bsd-3-clause", "size": 670} |
### File: torchvision/csrc/ops/autocast/ps_roi_align_kernel.cpp
#include "../ps_roi_align.h"
#include <ATen/autocast_mode.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
std::tuple<at::Tensor, at::Tensor> ps_roi_align_autocast(
const at::Tensor& input,
c... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autocast/ps_roi_align_kernel.cpp", "license": "bsd-3-clause", "size": 1031} |
### File: torchvision/csrc/ops/autocast/ps_roi_pool_kernel.cpp
#include "../ps_roi_pool.h"
#include <ATen/autocast_mode.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
std::tuple<at::Tensor, at::Tensor> ps_roi_pool_autocast(
const at::Tensor& input,
cons... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autocast/ps_roi_pool_kernel.cpp", "license": "bsd-3-clause", "size": 976} |
### File: torchvision/csrc/ops/autocast/roi_align_kernel.cpp
#include "../roi_align.h"
#include <ATen/autocast_mode.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
at::Tensor roi_align_autocast(
const at::Tensor& input,
const at::Tensor& rois,
double... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autocast/roi_align_kernel.cpp", "license": "bsd-3-clause", "size": 968} |
### File: torchvision/csrc/ops/autocast/roi_pool_kernel.cpp
#include "../roi_pool.h"
#include <ATen/autocast_mode.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
std::tuple<at::Tensor, at::Tensor> roi_pool_autocast(
const at::Tensor& input,
const at::Ten... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autocast/roi_pool_kernel.cpp", "license": "bsd-3-clause", "size": 961} |
### File: torchvision/csrc/ops/autograd/deform_conv2d_kernel.cpp
#include "../deform_conv2d.h"
#include <torch/autograd.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
class DeformConv2dFunction
: public torch::autograd::Function<DeformConv2dFunction> {
public:
static torch::autogr... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autograd/deform_conv2d_kernel.cpp", "license": "bsd-3-clause", "size": 6918} |
### File: torchvision/csrc/ops/autograd/ps_roi_align_kernel.cpp
#include "../ps_roi_align.h"
#include <torch/autograd.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
class PSROIAlignFunction
: public torch::autograd::Function<PSROIAlignFunction> {
public:
static torch::autograd::va... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autograd/ps_roi_align_kernel.cpp", "license": "bsd-3-clause", "size": 4730} |
### File: torchvision/csrc/ops/autograd/ps_roi_pool_kernel.cpp
#include "../ps_roi_pool.h"
#include <torch/autograd.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
class PSROIPoolFunction : public torch::autograd::Function<PSROIPoolFunction> {
public:
static torch::autograd::variable_l... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autograd/ps_roi_pool_kernel.cpp", "license": "bsd-3-clause", "size": 4330} |
### File: torchvision/csrc/ops/autograd/roi_align_kernel.cpp
#include "../roi_align.h"
#include <torch/autograd.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
class ROIAlignFunction : public torch::autograd::Function<ROIAlignFunction> {
public:
static torch::autograd::variable_list fo... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autograd/roi_align_kernel.cpp", "license": "bsd-3-clause", "size": 4673} |
### File: torchvision/csrc/ops/autograd/roi_pool_kernel.cpp
#include "../roi_pool.h"
#include <torch/autograd.h>
#include <torch/types.h>
namespace vision {
namespace ops {
namespace {
class ROIPoolFunction : public torch::autograd::Function<ROIPoolFunction> {
public:
static torch::autograd::variable_list forwar... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/autograd/roi_pool_kernel.cpp", "license": "bsd-3-clause", "size": 4195} |
### File: torchvision/csrc/ops/cpu/deform_conv2d_kernel.cpp
/*!
******************* BEGIN Caffe Copyright Notice and Disclaimer
*****************
*
* COPYRIGHT
*
* All contributions by the University of California:
* Copyright (c) 2014-2017 The Regents of the University of California (Regents)
* All rights rese... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cpu/deform_conv2d_kernel.cpp", "license": "bsd-3-clause", "size": 33321} |
### File: torchvision/csrc/ops/cpu/nms_kernel.cpp
#include <ATen/ATen.h>
#include <torch/library.h>
namespace vision {
namespace ops {
namespace {
template <typename scalar_t>
at::Tensor nms_kernel_impl(
const at::Tensor& dets,
const at::Tensor& scores,
double iou_threshold) {
TORCH_CHECK(dets.is_cpu()... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cpu/nms_kernel.cpp", "license": "bsd-3-clause", "size": 3380} |
### File: torchvision/csrc/ops/cpu/ps_roi_align_kernel.cpp
#include <ATen/ATen.h>
#include <torch/library.h>
namespace vision {
namespace ops {
namespace {
template <typename T>
T bilinear_interpolate(
const T* input,
int height,
int width,
T y,
T x,
int index /* index for debug only*/) {
/... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cpu/ps_roi_align_kernel.cpp", "license": "bsd-3-clause", "size": 12625} |
### File: torchvision/csrc/ops/cpu/ps_roi_pool_kernel.cpp
#include <ATen/ATen.h>
#include <torch/library.h>
namespace vision {
namespace ops {
namespace {
template <class T>
inline void add(T* address, const T& val) {
*address += val;
}
template <typename T>
void ps_roi_pool_forward_kernel_impl(
const T* inpu... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cpu/ps_roi_pool_kernel.cpp", "license": "bsd-3-clause", "size": 9365} |
### File: torchvision/csrc/ops/cpu/roi_align_common.h
#pragma once
#include <ATen/ATen.h>
namespace vision {
namespace ops {
namespace detail {
template <typename T>
struct PreCalc {
int pos1;
int pos2;
int pos3;
int pos4;
T w1;
T w2;
T w3;
T w4;
};
// This helper computes the interpolation weights ... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cpu/roi_align_common.h", "license": "bsd-3-clause", "size": 3461} |
### File: torchvision/csrc/ops/cpu/roi_align_kernel.cpp
#include <ATen/ATen.h>
#include <torch/library.h>
#include "./roi_align_common.h"
namespace vision {
namespace ops {
namespace {
template <typename T>
void roi_align_forward_kernel_impl(
int n_rois,
const T* input,
const T& spatial_scale,
int c... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cpu/roi_align_kernel.cpp", "license": "bsd-3-clause", "size": 11975} |
### File: torchvision/csrc/ops/cpu/roi_pool_kernel.cpp
#include <float.h>
#include <ATen/ATen.h>
#include <torch/library.h>
namespace vision {
namespace ops {
namespace {
template <class T>
inline void add(T* address, const T& val) {
*address += val;
}
template <typename T>
void roi_pool_forward_kernel_impl(
... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cpu/roi_pool_kernel.cpp", "license": "bsd-3-clause", "size": 7852} |
### File: torchvision/csrc/ops/cuda/cuda_helpers.h
#pragma once
namespace vision {
namespace ops {
#define CUDA_1D_KERNEL_LOOP_T(i, n, index_t) \
for (index_t i = (blockIdx.x * blockDim.x) + threadIdx.x; i < (n); \
i += (blockDim.x * gridDim.x))
#define CUDA_1D_KERNEL_LOOP(i, n) CUDA... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cuda/cuda_helpers.h", "license": "bsd-3-clause", "size": 475} |
### File: torchvision/csrc/ops/cuda/deform_conv2d_kernel.cu
/*!
******************* BEGIN Caffe Copyright Notice and Disclaimer
*****************
*
* COPYRIGHT
*
* All contributions by the University of California:
* Copyright (c) 2014-2017 The Regents of the University of California (Regents)
* All rights rese... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Cuda", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cuda/deform_conv2d_kernel.cu", "license": "bsd-3-clause", "size": 39307} |
### File: torchvision/csrc/ops/cuda/nms_kernel.cu
#include <ATen/ATen.h>
#include <ATen/AccumulateType.h>
#include <ATen/cuda/CUDAContext.h>
#include <c10/cuda/CUDAGuard.h>
#include <torch/library.h>
#include "cuda_helpers.h"
namespace vision {
namespace ops {
namespace {
int const threadsPerBlock = sizeof(unsigned... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Cuda", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cuda/nms_kernel.cu", "license": "bsd-3-clause", "size": 5269} |
### File: torchvision/csrc/ops/cuda/ps_roi_align_kernel.cu
#include <ATen/ATen.h>
#include <ATen/cuda/CUDAContext.h>
#include <c10/cuda/CUDAGuard.h>
#include <torch/library.h>
#include <ATen/native/cuda/KernelUtils.cuh>
#include "cuda_helpers.h"
namespace vision {
namespace ops {
namespace {
template <typename T>
_... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Cuda", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cuda/ps_roi_align_kernel.cu", "license": "bsd-3-clause", "size": 14154} |
### File: torchvision/csrc/ops/cuda/ps_roi_pool_kernel.cu
#include <ATen/ATen.h>
#include <ATen/cuda/CUDAContext.h>
#include <c10/cuda/CUDAGuard.h>
#include <torch/library.h>
#include <ATen/native/cuda/KernelUtils.cuh>
#include "cuda_helpers.h"
namespace vision {
namespace ops {
namespace {
template <typename T>
__... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Cuda", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cuda/ps_roi_pool_kernel.cu", "license": "bsd-3-clause", "size": 10129} |
### File: torchvision/csrc/ops/cuda/roi_align_kernel.cu
#include <ATen/ATen.h>
#include <ATen/cuda/CUDAContext.h>
#include <c10/cuda/CUDAGuard.h>
#include <torch/library.h>
#include <ATen/native/cuda/KernelUtils.cuh>
#include "cuda_helpers.h"
namespace vision {
namespace ops {
namespace {
template <typename T>
__de... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Cuda", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cuda/roi_align_kernel.cu", "license": "bsd-3-clause", "size": 13852} |
### File: torchvision/csrc/ops/cuda/roi_pool_kernel.cu
#include <ATen/ATen.h>
#include <ATen/cuda/CUDAContext.h>
#include <c10/cuda/CUDAGuard.h>
#include <float.h>
#include <torch/library.h>
#include <ATen/native/cuda/KernelUtils.cuh>
#include "cuda_helpers.h"
namespace vision {
namespace ops {
namespace {
template... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Cuda", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/cuda/roi_pool_kernel.cu", "license": "bsd-3-clause", "size": 8840} |
### File: torchvision/csrc/ops/deform_conv2d.cpp
#include "deform_conv2d.h"
#include <ATen/core/dispatch/Dispatcher.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
at::Tensor deform_conv2d(
const at::Tensor& input,
const at::Tensor& weight,
const at::Tensor& offs... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/deform_conv2d.cpp", "license": "bsd-3-clause", "size": 2655} |
### File: torchvision/csrc/ops/deform_conv2d.h
#pragma once
#include <ATen/ATen.h>
#include "../macros.h"
namespace vision {
namespace ops {
VISION_API at::Tensor deform_conv2d(
const at::Tensor& input,
const at::Tensor& weight,
const at::Tensor& offset,
const at::Tensor& mask,
const at::Tensor& ... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/deform_conv2d.h", "license": "bsd-3-clause", "size": 1028} |
### File: torchvision/csrc/ops/mps/mps_helpers.h
constexpr int threadsPerBlock = 512;
template <typename T>
constexpr inline T ceil_div(T n, T m) {
return (n + m - 1) / m;
}
| {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/mps/mps_helpers.h", "license": "bsd-3-clause", "size": 128} |
### File: torchvision/csrc/ops/mps/mps_kernels.h
#include <ATen/native/mps/OperationUtils.h>
namespace vision {
namespace ops {
namespace mps {
static const char* METAL_VISION = R"VISION_METAL(
#include <metal_atomic>
#include <metal_stdlib>
using namespace metal;
/*----------Macros----------*/
#define MPS_1D_KER... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/mps/mps_kernels.h", "license": "bsd-3-clause", "size": 47820} |
### File: torchvision/csrc/ops/mps/nms_kernel.mm
#include <ATen/mps/MPSProfiler.h>
#include <ATen/native/mps/OperationUtils.h>
#include "mps_kernels.h"
namespace vision {
namespace ops {
namespace {
// This should be in sync with `nmsThreadsPerBlock` in the metal kernel.
constexpr int64_t nmsThreadsPerBlock = sizeof... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Objective-C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/mps/nms_kernel.mm", "license": "bsd-3-clause", "size": 4349} |
### File: torchvision/csrc/ops/mps/ps_roi_align_kernel.mm
#include <ATen/mps/MPSProfiler.h>
#include <ATen/native/mps/OperationUtils.h>
#include "mps_helpers.h"
#include "mps_kernels.h"
namespace vision {
namespace ops {
namespace {
std::tuple<at::Tensor, at::Tensor> ps_roi_align_forward_kernel(const at::Tensor& inp... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Objective-C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/mps/ps_roi_align_kernel.mm", "license": "bsd-3-clause", "size": 9692} |
### File: torchvision/csrc/ops/mps/ps_roi_pool_kernel.mm
#include <ATen/mps/MPSProfiler.h>
#include <ATen/native/mps/OperationUtils.h>
#include "mps_helpers.h"
#include "mps_kernels.h"
namespace vision {
namespace ops {
namespace {
std::tuple<at::Tensor, at::Tensor> ps_roi_pool_forward_kernel(const at::Tensor& input... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Objective-C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/mps/ps_roi_pool_kernel.mm", "license": "bsd-3-clause", "size": 9394} |
### File: torchvision/csrc/ops/mps/roi_align_kernel.mm
#include <ATen/mps/MPSProfiler.h>
#include <ATen/native/mps/OperationUtils.h>
#include "mps_helpers.h"
#include "mps_kernels.h"
namespace vision {
namespace ops {
namespace {
at::Tensor roi_align_forward_kernel(const at::Tensor& input,
... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Objective-C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/mps/roi_align_kernel.mm", "license": "bsd-3-clause", "size": 8819} |
### File: torchvision/csrc/ops/mps/roi_pool_kernel.mm
#include <ATen/mps/MPSProfiler.h>
#include <ATen/native/mps/OperationUtils.h>
#include "mps_helpers.h"
#include "mps_kernels.h"
namespace vision {
namespace ops {
namespace {
std::tuple<at::Tensor, at::Tensor> roi_pool_forward_kernel(const at::Tensor& input,
... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Objective-C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/mps/roi_pool_kernel.mm", "license": "bsd-3-clause", "size": 9104} |
### File: torchvision/csrc/ops/nms.cpp
#include "nms.h"
#include <ATen/core/dispatch/Dispatcher.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
at::Tensor nms(
const at::Tensor& dets,
const at::Tensor& scores,
double iou_threshold) {
C10_LOG_API_USAGE_ONCE("tor... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/nms.cpp", "license": "bsd-3-clause", "size": 726} |
### File: torchvision/csrc/ops/nms.h
#pragma once
#include <ATen/ATen.h>
#include "../macros.h"
namespace vision {
namespace ops {
VISION_API at::Tensor nms(
const at::Tensor& dets,
const at::Tensor& scores,
double iou_threshold);
} // namespace ops
} // namespace vision
| {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/nms.h", "license": "bsd-3-clause", "size": 251} |
### File: torchvision/csrc/ops/ops.h
#pragma once
#include "deform_conv2d.h"
#include "nms.h"
#include "ps_roi_align.h"
#include "ps_roi_pool.h"
#include "roi_align.h"
#include "roi_pool.h"
| {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/ops.h", "license": "bsd-3-clause", "size": 154} |
### File: torchvision/csrc/ops/ps_roi_align.cpp
#include "ps_roi_align.h"
#include <ATen/core/dispatch/Dispatcher.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
std::tuple<at::Tensor, at::Tensor> ps_roi_align(
const at::Tensor& input,
const at::Tensor& rois,
dou... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/ps_roi_align.cpp", "license": "bsd-3-clause", "size": 2041} |
### File: torchvision/csrc/ops/ps_roi_align.h
#pragma once
#include <ATen/ATen.h>
#include "../macros.h"
namespace vision {
namespace ops {
VISION_API std::tuple<at::Tensor, at::Tensor> ps_roi_align(
const at::Tensor& input,
const at::Tensor& rois,
double spatial_scale,
int64_t pooled_height,
int... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/ps_roi_align.h", "license": "bsd-3-clause", "size": 731} |
### File: torchvision/csrc/ops/ps_roi_pool.cpp
#include "ps_roi_pool.h"
#include <ATen/core/dispatch/Dispatcher.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
std::tuple<at::Tensor, at::Tensor> ps_roi_pool(
const at::Tensor& input,
const at::Tensor& rois,
double... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/ps_roi_pool.cpp", "license": "bsd-3-clause", "size": 1889} |
### File: torchvision/csrc/ops/ps_roi_pool.h
#pragma once
#include <ATen/ATen.h>
#include "../macros.h"
namespace vision {
namespace ops {
VISION_API std::tuple<at::Tensor, at::Tensor> ps_roi_pool(
const at::Tensor& input,
const at::Tensor& rois,
double spatial_scale,
int64_t pooled_height,
int64... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/ps_roi_pool.h", "license": "bsd-3-clause", "size": 673} |
### File: torchvision/csrc/ops/quantized/cpu/qnms_kernel.cpp
#include <ATen/ATen.h>
#include <torch/library.h>
namespace vision {
namespace ops {
namespace {
template <typename scalar_t>
at::Tensor qnms_kernel_impl(
const at::Tensor& dets,
const at::Tensor& scores,
double iou_threshold) {
TORCH_CHECK(!... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/quantized/cpu/qnms_kernel.cpp", "license": "bsd-3-clause", "size": 4162} |
### File: torchvision/csrc/ops/quantized/cpu/qroi_align_kernel.cpp
#include <ATen/ATen.h>
#include <torch/library.h>
#include "../../cpu/roi_align_common.h"
namespace vision {
namespace ops {
namespace {
// BEGIN copy-pasted code from pytorch core
// https://github.com/pytorch/pytorch/blob/master/aten/src/ATen/nati... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/quantized/cpu/qroi_align_kernel.cpp", "license": "bsd-3-clause", "size": 10246} |
### File: torchvision/csrc/ops/roi_align.cpp
#include "roi_align.h"
#include <ATen/core/dispatch/Dispatcher.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
at::Tensor roi_align(
const at::Tensor& input, // Input feature map.
const at::Tensor& rois, // List of ROIs to... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/roi_align.cpp", "license": "bsd-3-clause", "size": 3960} |
### File: torchvision/csrc/ops/roi_align.h
#pragma once
#include <ATen/ATen.h>
#include "../macros.h"
namespace vision {
namespace ops {
VISION_API at::Tensor roi_align(
const at::Tensor& input,
const at::Tensor& rois,
double spatial_scale,
int64_t pooled_height,
int64_t pooled_width,
int64_t... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/roi_align.h", "license": "bsd-3-clause", "size": 1261} |
### File: torchvision/csrc/ops/roi_pool.cpp
#include "roi_pool.h"
#include <ATen/core/dispatch/Dispatcher.h>
#include <torch/library.h>
#include <torch/types.h>
namespace vision {
namespace ops {
std::tuple<at::Tensor, at::Tensor> roi_pool(
const at::Tensor& input,
const at::Tensor& rois,
double spatial_... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/roi_pool.cpp", "license": "bsd-3-clause", "size": 1849} |
### File: torchvision/csrc/ops/roi_pool.h
#pragma once
#include <ATen/ATen.h>
#include "../macros.h"
namespace vision {
namespace ops {
VISION_API std::tuple<at::Tensor, at::Tensor> roi_pool(
const at::Tensor& input,
const at::Tensor& rois,
double spatial_scale,
int64_t pooled_height,
int64_t poo... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/ops/roi_pool.h", "license": "bsd-3-clause", "size": 658} |
### File: torchvision/csrc/vision.cpp
#include "vision.h"
#ifndef MOBILE
#ifdef USE_PYTHON
#include <Python.h>
#endif
#endif
#include <torch/library.h>
#ifdef WITH_CUDA
#include <cuda.h>
#endif
#ifdef WITH_HIP
#include <hip/hip_runtime.h>
#endif
// If we are in a Windows environment, we need to define
// initializat... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/vision.cpp", "license": "bsd-3-clause", "size": 810} |
### File: torchvision/csrc/vision.h
#pragma once
#include <cstdint>
#include "macros.h"
namespace vision {
VISION_API int64_t cuda_version();
namespace detail {
extern "C" VISION_INLINE_VARIABLE auto _register_ops = &cuda_version;
#ifdef HINT_MSVC_LINKER_INCLUDE_SYMBOL
#pragma comment(linker, "/include:_register_ops... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "C++", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/csrc/vision.h", "license": "bsd-3-clause", "size": 339} |
### File: torchvision/datasets/__init__.py
from ._optical_flow import FlyingChairs, FlyingThings3D, HD1K, KittiFlow, Sintel
from ._stereo_matching import (
CarlaStereo,
CREStereo,
ETH3DStereo,
FallingThingsStereo,
InStereo2k,
Kitti2012Stereo,
Kitti2015Stereo,
Middlebury2014Stereo,
Sc... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/__init__.py", "license": "bsd-3-clause", "size": 3534} |
### File: torchvision/datasets/_optical_flow.py
import itertools
import os
from abc import ABC, abstractmethod
from glob import glob
from pathlib import Path
from typing import Callable, List, Optional, Tuple, Union
import numpy as np
import torch
from PIL import Image
from ..io.image import _read_png_16
from .utils ... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/_optical_flow.py", "license": "bsd-3-clause", "size": 19489} |
### File: torchvision/datasets/_stereo_matching.py
import functools
import json
import os
import random
import shutil
from abc import ABC, abstractmethod
from glob import glob
from pathlib import Path
from typing import Callable, cast, List, Optional, Tuple, Union
import numpy as np
from PIL import Image
from .utils ... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/_stereo_matching.py", "license": "bsd-3-clause", "size": 48774} |
### File: torchvision/datasets/caltech.py
import os
import os.path
from typing import Any, Callable, List, Optional, Tuple, Union
from PIL import Image
from .utils import download_and_extract_archive, verify_str_arg
from .vision import VisionDataset
class Caltech101(VisionDataset):
"""`Caltech 101 <https://data... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/caltech.py", "license": "bsd-3-clause", "size": 8738} |
### File: torchvision/datasets/celeba.py
import csv
import os
from collections import namedtuple
from typing import Any, Callable, List, Optional, Tuple, Union
import PIL
import torch
from .utils import check_integrity, download_file_from_google_drive, extract_archive, verify_str_arg
from .vision import VisionDataset... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/celeba.py", "license": "bsd-3-clause", "size": 8292} |
### File: torchvision/datasets/cifar.py
import os.path
import pickle
from typing import Any, Callable, Optional, Tuple
import numpy as np
from PIL import Image
from .utils import check_integrity, download_and_extract_archive
from .vision import VisionDataset
class CIFAR10(VisionDataset):
"""`CIFAR10 <https://ww... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/cifar.py", "license": "bsd-3-clause", "size": 5789} |
### File: torchvision/datasets/cityscapes.py
import json
import os
from collections import namedtuple
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
from PIL import Image
from .utils import extract_archive, iterable_to_str, verify_str_arg
from .vision import VisionDataset
class Cityscapes(Visi... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/cityscapes.py", "license": "bsd-3-clause", "size": 10238} |
### File: torchvision/datasets/clevr.py
import json
import pathlib
from typing import Any, Callable, List, Optional, Tuple
from urllib.parse import urlparse
from PIL import Image
from .utils import download_and_extract_archive, verify_str_arg
from .vision import VisionDataset
class CLEVRClassification(VisionDataset... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/clevr.py", "license": "bsd-3-clause", "size": 3416} |
### File: torchvision/datasets/coco.py
import os.path
from typing import Any, Callable, List, Optional, Tuple
from PIL import Image
from .vision import VisionDataset
class CocoDetection(VisionDataset):
"""`MS Coco Detection <https://cocodataset.org/#detection-2016>`_ Dataset.
It requires the `COCO API to b... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/coco.py", "license": "bsd-3-clause", "size": 3972} |
### File: torchvision/datasets/country211.py
from pathlib import Path
from typing import Callable, Optional
from .folder import ImageFolder
from .utils import download_and_extract_archive, verify_str_arg
class Country211(ImageFolder):
"""`The Country211 Data Set <https://github.com/openai/CLIP/blob/main/data/cou... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/country211.py", "license": "bsd-3-clause", "size": 2401} |
### File: torchvision/datasets/dtd.py
import os
import pathlib
from typing import Any, Callable, Optional, Tuple
import PIL.Image
from .utils import download_and_extract_archive, verify_str_arg
from .vision import VisionDataset
class DTD(VisionDataset):
"""`Describable Textures Dataset (DTD) <https://www.robots... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/dtd.py", "license": "bsd-3-clause", "size": 3975} |
### File: torchvision/datasets/eurosat.py
import os
from typing import Callable, Optional
from .folder import ImageFolder
from .utils import download_and_extract_archive
class EuroSAT(ImageFolder):
"""RGB version of the `EuroSAT <https://github.com/phelber/eurosat>`_ Dataset.
Args:
root (string): Ro... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/eurosat.py", "license": "bsd-3-clause", "size": 2053} |
### File: torchvision/datasets/fakedata.py
from typing import Any, Callable, Optional, Tuple
import torch
from .. import transforms
from .vision import VisionDataset
class FakeData(VisionDataset):
"""A fake dataset that returns randomly generated images and returns them as PIL images
Args:
size (in... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/fakedata.py", "license": "bsd-3-clause", "size": 2481} |
### File: torchvision/datasets/fer2013.py
import csv
import pathlib
from typing import Any, Callable, Optional, Tuple
import torch
from PIL import Image
from .utils import check_integrity, verify_str_arg
from .vision import VisionDataset
class FER2013(VisionDataset):
"""`FER2013
<https://www.kaggle.com/c/ch... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/fer2013.py", "license": "bsd-3-clause", "size": 2762} |
### File: torchvision/datasets/fgvc_aircraft.py
from __future__ import annotations
import os
from typing import Any, Callable, Optional, Tuple
import PIL.Image
from .utils import download_and_extract_archive, verify_str_arg
from .vision import VisionDataset
class FGVCAircraft(VisionDataset):
"""`FGVC Aircraft ... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/fgvc_aircraft.py", "license": "bsd-3-clause", "size": 4566} |
### File: torchvision/datasets/flickr.py
import glob
import os
from collections import defaultdict
from html.parser import HTMLParser
from typing import Any, Callable, Dict, List, Optional, Tuple
from PIL import Image
from .vision import VisionDataset
class Flickr8kParser(HTMLParser):
"""Parser for extracting c... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/flickr.py", "license": "bsd-3-clause", "size": 5339} |
### File: torchvision/datasets/flowers102.py
from pathlib import Path
from typing import Any, Callable, Optional, Tuple
import PIL.Image
from .utils import check_integrity, download_and_extract_archive, download_url, verify_str_arg
from .vision import VisionDataset
class Flowers102(VisionDataset):
"""`Oxford 10... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/flowers102.py", "license": "bsd-3-clause", "size": 4605} |
### File: torchvision/datasets/folder.py
import os
import os.path
from typing import Any, Callable, cast, Dict, List, Optional, Tuple, Union
from PIL import Image
from .vision import VisionDataset
def has_file_allowed_extension(filename: str, extensions: Union[str, Tuple[str, ...]]) -> bool:
"""Checks if a file... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/folder.py", "license": "bsd-3-clause", "size": 11910} |
### File: torchvision/datasets/food101.py
import json
from pathlib import Path
from typing import Any, Callable, Optional, Tuple
import PIL.Image
from .utils import download_and_extract_archive, verify_str_arg
from .vision import VisionDataset
class Food101(VisionDataset):
"""`The Food-101 Data Set <https://dat... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/food101.py", "license": "bsd-3-clause", "size": 3717} |
### File: torchvision/datasets/gtsrb.py
import csv
import pathlib
from typing import Any, Callable, Optional, Tuple
import PIL
from .folder import make_dataset
from .utils import download_and_extract_archive, verify_str_arg
from .vision import VisionDataset
class GTSRB(VisionDataset):
"""`German Traffic Sign Re... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/gtsrb.py", "license": "bsd-3-clause", "size": 3742} |
### File: torchvision/datasets/hmdb51.py
import glob
import os
from typing import Any, Callable, Dict, List, Optional, Tuple
from torch import Tensor
from .folder import find_classes, make_dataset
from .video_utils import VideoClips
from .vision import VisionDataset
class HMDB51(VisionDataset):
"""
`HMDB51 ... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/hmdb51.py", "license": "bsd-3-clause", "size": 5909} |
### File: torchvision/datasets/imagenet.py
import os
import shutil
import tempfile
from contextlib import contextmanager
from typing import Any, Dict, Iterator, List, Optional, Tuple
import torch
from .folder import ImageFolder
from .utils import check_integrity, extract_archive, verify_str_arg
ARCHIVE_META = {
... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/imagenet.py", "license": "bsd-3-clause", "size": 8487} |
### File: torchvision/datasets/inaturalist.py
import os
import os.path
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
from PIL import Image
from .utils import download_and_extract_archive, verify_str_arg
from .vision import VisionDataset
CATEGORIES_2021 = ["kingdom", "phylum", "class", "order",... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/inaturalist.py", "license": "bsd-3-clause", "size": 10107} |
### File: torchvision/datasets/kinetics.py
import csv
import os
import time
import urllib
from functools import partial
from multiprocessing import Pool
from os import path
from typing import Any, Callable, Dict, Optional, Tuple
from torch import Tensor
from .folder import find_classes, make_dataset
from .utils impor... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/kinetics.py", "license": "bsd-3-clause", "size": 10333} |
### File: torchvision/datasets/kitti.py
import csv
import os
from typing import Any, Callable, List, Optional, Tuple
from PIL import Image
from .utils import download_and_extract_archive
from .vision import VisionDataset
class Kitti(VisionDataset):
"""`KITTI <http://www.cvlibs.net/datasets/kitti/eval_object.php... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/kitti.py", "license": "bsd-3-clause", "size": 5600} |
### File: torchvision/datasets/lfw.py
import os
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
from PIL import Image
from .utils import check_integrity, download_and_extract_archive, download_url, verify_str_arg
from .vision import VisionDataset
class _LFW(VisionDataset):
base_folder = "l... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/lfw.py", "license": "bsd-3-clause", "size": 10491} |
### File: torchvision/datasets/lsun.py
import io
import os.path
import pickle
import string
from collections.abc import Iterable
from typing import Any, Callable, cast, List, Optional, Tuple, Union
from PIL import Image
from .utils import iterable_to_str, verify_str_arg
from .vision import VisionDataset
class LSUNC... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/lsun.py", "license": "bsd-3-clause", "size": 5675} |
### File: torchvision/datasets/mnist.py
import codecs
import os
import os.path
import shutil
import string
import sys
import warnings
from typing import Any, Callable, Dict, List, Optional, Tuple
from urllib.error import URLError
import numpy as np
import torch
from PIL import Image
from .utils import _flip_byte_orde... | {"idx": "gitee_code", "domain": "code", "domain2": "gitee-permissive", "header_footer": "", "lang": "en", "source": "gitee_code-0.jsonl", "prog_lang": "Python", "repo_name": "minhanghuang/pytorch-vision", "path": "torchvision/datasets/mnist.py", "license": "bsd-3-clause", "size": 21205} |
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