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conv2d_impl.h
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/* Copyright 2019 Google Inc. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or 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.
* ===========================================================================*/
#ifndef CONV2D_IMPL_H_
#define CONV2D_IMPL_H_
#include <cstddef>
namespace tfjs {
namespace wasm {
// Must match enum in FusedConv2D.ts.
enum FusableActivation { LINEAR = 0, RELU = 1, RELU6 = 2, PRELU = 3 };
void conv2d(const size_t x_id, const size_t batch_size,
const size_t input_height, const size_t input_width,
const size_t filter_id, const size_t filter_height,
const size_t filter_width, const size_t bias_id, size_t pad_top,
size_t pad_right, size_t pad_bottom, size_t pad_left,
const bool is_same_pad, const size_t dilation_height,
const size_t dilation_width, const size_t stride_height,
const size_t stride_width, const size_t input_channels,
const size_t output_channels, const bool is_depthwise,
const FusableActivation activation, const size_t prelu_weighs_id,
const size_t out_id);
} // namespace wasm
} // namespace tfjs
#endif // CONV2D_IMPL_H_