139 lines
6.6 KiB
C++
139 lines
6.6 KiB
C++
/*******************************************************************************
|
|
* Copyright (c) 2015-2018 Skymind, Inc.
|
|
*
|
|
* This program and the accompanying materials are made available under the
|
|
* terms of the Apache License, Version 2.0 which is available at
|
|
* https://www.apache.org/licenses/LICENSE-2.0.
|
|
*
|
|
* Unless required by applicable law or agreed to in writing, software
|
|
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
|
|
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
|
|
* License for the specific language governing permissions and limitations
|
|
* under the License.
|
|
*
|
|
* SPDX-License-Identifier: Apache-2.0
|
|
******************************************************************************/
|
|
|
|
//
|
|
// @author saudet
|
|
//
|
|
|
|
#ifndef DEV_TESTS_MKLDNNUTILS_H
|
|
#define DEV_TESTS_MKLDNNUTILS_H
|
|
|
|
#include <NativeOps.h>
|
|
#include <NDArray.h>
|
|
#include <dnnl.hpp>
|
|
#include <MKLDNNStream.h>
|
|
#include <graph/Context.h>
|
|
#include <ops/declarable/PlatformHelper.h>
|
|
#include <platform_boilerplate.h>
|
|
|
|
|
|
namespace nd4j{
|
|
namespace ops {
|
|
namespace platforms {
|
|
/**
|
|
* Here we actually declare our platform helpers
|
|
*/
|
|
DECLARE_PLATFORM(conv2d);
|
|
|
|
DECLARE_PLATFORM(conv2d_bp);
|
|
|
|
DECLARE_PLATFORM(avgpool2d);
|
|
|
|
DECLARE_PLATFORM(avgpool2d_bp);
|
|
|
|
DECLARE_PLATFORM(maxpool2d);
|
|
|
|
DECLARE_PLATFORM(maxpool2d_bp);
|
|
|
|
DECLARE_PLATFORM(conv3dnew);
|
|
|
|
DECLARE_PLATFORM(conv3dnew_bp);
|
|
|
|
DECLARE_PLATFORM(maxpool3dnew);
|
|
|
|
DECLARE_PLATFORM(maxpool3dnew_bp);
|
|
|
|
DECLARE_PLATFORM(avgpool3dnew);
|
|
|
|
DECLARE_PLATFORM(avgpool3dnew_bp);
|
|
|
|
DECLARE_PLATFORM(lrn);
|
|
|
|
DECLARE_PLATFORM(batchnorm);
|
|
|
|
DECLARE_PLATFORM(batchnorm_bp);
|
|
|
|
DECLARE_PLATFORM(lstmLayer);
|
|
|
|
DECLARE_PLATFORM(deconv2d);
|
|
|
|
DECLARE_PLATFORM(deconv2d_tf);
|
|
|
|
DECLARE_PLATFORM(deconv3d);
|
|
|
|
DECLARE_PLATFORM(deconv2d_bp);
|
|
|
|
DECLARE_PLATFORM(deconv3d_bp);
|
|
}
|
|
}
|
|
|
|
namespace mkldnnUtils {
|
|
|
|
/**
|
|
* Utility methods for MKLDNN
|
|
*/
|
|
void getMKLDNNMemoryDescConv2d(
|
|
int kH, int kW, int sH, int sW, int pH, int pW, int dH, int dW, const int paddingMode, bool isNCHW,
|
|
int bS, int iC, int iH, int iW, int oC, int oH, int oW, const NDArray* src, const NDArray* diff_src,
|
|
const NDArray* weights, const NDArray* diff_weights, const NDArray* bias, const NDArray* dst,
|
|
dnnl::memory::desc* conv_src_md, dnnl::memory::desc* conv_diff_src_md, dnnl::memory::desc* conv_weights_md,
|
|
dnnl::memory::desc* conv_diff_weights_md, dnnl::memory::desc* conv_bias_md, dnnl::memory::desc* conv_dst_md,
|
|
dnnl::memory::desc* user_src_md, dnnl::memory::desc* user_diff_src_md, dnnl::memory::desc* user_weights_md,
|
|
dnnl::memory::desc* user_diff_weights_md, dnnl::memory::desc* user_bias_md, dnnl::memory::desc* user_dst_md,
|
|
dnnl::memory::dims& conv_strides, dnnl::memory::dims& conv_padding, dnnl::memory::dims& conv_padding_r, dnnl::memory::dims& conv_dilation);
|
|
|
|
void getMKLDNNMemoryDescConv3d(
|
|
int kD, int kH, int kW, int sD, int sH, int sW, int pD, int pH, int pW, int dD, int dH, int dW, bool isSameMode, bool isNCDHW,
|
|
int bS, int iC, int iD, int iH, int iW, int oC, int oD, int oH, int oW, const NDArray* src, const NDArray* diff_src,
|
|
const NDArray* weights, const NDArray* diff_weights, const NDArray* bias, const NDArray* dst,
|
|
dnnl::memory::desc* conv_src_md, dnnl::memory::desc* conv_diff_src_md, dnnl::memory::desc* conv_weights_md,
|
|
dnnl::memory::desc* conv_diff_weights_md, dnnl::memory::desc* conv_bias_md, dnnl::memory::desc* conv_dst_md,
|
|
dnnl::memory::desc* user_src_md, dnnl::memory::desc* user_diff_src_md, dnnl::memory::desc* user_weights_md,
|
|
dnnl::memory::desc* user_diff_weights_md, dnnl::memory::desc* user_bias_md, dnnl::memory::desc* user_dst_md,
|
|
dnnl::memory::dims& conv_strides, dnnl::memory::dims& conv_padding, dnnl::memory::dims& conv_padding_r, dnnl::memory::dims& conv_dilation);
|
|
|
|
void getMKLDNNMemoryDescPool2d(
|
|
int kH, int kW, int sH, int sW, int pH, int pW, int dH, int dW, int poolingMode, int extraParam0, bool isNCHW,
|
|
int bS, int iC, int iH, int iW, int oC, int oH, int oW,
|
|
const NDArray* src, const NDArray* diff_src, const NDArray* dst, dnnl::algorithm& algorithm,
|
|
dnnl::memory::desc* pool_src_md, dnnl::memory::desc* pool_diff_src_md, dnnl::memory::desc* pool_dst_md,
|
|
dnnl::memory::desc* user_src_md, dnnl::memory::desc* user_diff_src_md, dnnl::memory::desc* user_dst_md,
|
|
dnnl::memory::dims& pool_strides, dnnl::memory::dims& pool_kernel, dnnl::memory::dims& pool_padding, dnnl::memory::dims& pool_padding_r);
|
|
|
|
void getMKLDNNMemoryDescPool3d(
|
|
int kD, int kH, int kW, int sD, int sH, int sW, int pD, int pH, int pW, int dD, int dH, int dW, int poolingMode, int extraParam0, bool isNCDHW,
|
|
int bS, int iC, int iD, int iH, int iW, int oC, int oD, int oH, int oW,
|
|
const NDArray* src, const NDArray* diff_src, const NDArray* dst, dnnl::algorithm& algorithm,
|
|
dnnl::memory::desc* pool_src_md, dnnl::memory::desc* pool_diff_src_md, dnnl::memory::desc* pool_dst_md,
|
|
dnnl::memory::desc* user_src_md, dnnl::memory::desc* user_diff_src_md, dnnl::memory::desc* user_dst_md,
|
|
dnnl::memory::dims& pool_strides, dnnl::memory::dims& pool_kernel, dnnl::memory::dims& pool_padding, dnnl::memory::dims& pool_padding_r);
|
|
|
|
void getMKLDNNMemoryDescBatchNorm(const NDArray* src, const NDArray* diff_src, const NDArray* dst,
|
|
dnnl::memory::desc* batchnorm_src_md, dnnl::memory::desc* batchnorm_diff_src_md, dnnl::memory::desc* batchnorm_dst_md,
|
|
dnnl::memory::desc* user_src_md, dnnl::memory::desc* user_diff_src_md, dnnl::memory::desc* user_dst_md, int axis);
|
|
|
|
void getMKLDNNMemoryDescLrn(const NDArray* src, const NDArray* diff_src, const NDArray* dst,
|
|
dnnl::memory::desc* lrn_src_md, dnnl::memory::desc* lrn_diff_src_md, dnnl::memory::desc* lrn_dst_md,
|
|
dnnl::memory::desc* user_src_md, dnnl::memory::desc* user_diff_src_md, dnnl::memory::desc* user_dst_md, int axis);
|
|
|
|
dnnl::engine& getEngine(void *ptr);
|
|
}
|
|
}
|
|
|
|
|
|
|
|
#endif //DEV_TESTS_MKLDNNUTILS_H
|