/**
* \file dnn/src/cuda/conv_bias/chanwise/kern.cuh
* MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
*
* Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
*/
#pragma once
#include "src/cuda/utils.cuh"
#include <cuda_runtime.h>
#include <stdint.h>
#if MEGDNN_CC_HOST
#include "src/cuda/conv_bias/helper.h"
#endif
namespace megdnn {
namespace cuda {
namespace conv_bias {
namespace chanwise {
struct Param {
uint32_t batch, src_chl, src_h, src_w, chl_mul, flt_h, flt_w, out_h, out_w, pad_h,
pad_w, stride_h, stride_w, dilation_h, dilation_w;
bool is_compute_deafult;
#if MEGDNN_CC_HOST
static Param from_fwd_args(
const BiasForwardSizeArgs& args, bool is_compute_deafult_ = true) {
#define U(v) static_cast<uint32_t>(v)
auto&& src = args.src_layout->shape;
auto&& dst = args.dst_layout->shape;
auto&& fm = args.filter_meta;
size_t c_pos, hw_pos;
if (fm.format == param::Convolution::Format::NCHW) {
c_pos = 1;
hw_pos = 2;
} else {
c_pos = 3;
hw_pos = 1;
}
return {
U(src[0]), U(src[c_pos]), U(src[hw_pos]),
U(src[hw_pos + 1]), U(fm.ocpg), U(fm.spatial[0]),
U(fm.spatial[1]), U(dst[hw_pos]), U(dst[hw_pos + 1]),
U(fm.padding[0]), U(fm.padding[1]), U(fm.stride[0]),
U(fm.stride[1]), U(fm.dilation[0]), U(fm.dilation[1]),
is_compute_deafult_,
};
#undef U
}
#endif
};
template <typename T>
void run_fwd(
T* dst, const T* src, const T* flt, const Param& param, cudaStream_t stream);
template <typename T>
void run_fwd_small(
T* dst, const T* src, const T* flt, const Param& param, cudaStream_t stream);
template <typename T>
void run_fwd_depthwise_large_filter(
T* dst, const T* src, const T* flt, const Param& param, cudaStream_t stream);
// implemented in fwd_8x8x32.cu
void run_fwd_8x8x32(
int32_t* dst, const int8_t* src, const int8_t* flt, const Param& param,
cudaStream_t stream);
} // namespace chanwise
} // namespace conv_bias
} // namespace cuda
} // namespace megdnn
// vim: ft=cpp syntax=cpp.doxygen