device_conv_fwd_bias_activation.hpp Source File

device_conv_fwd_bias_activation.hpp Source File#

Composable Kernel: device_conv_fwd_bias_activation.hpp Source File
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
 
#pragma once
 
#include <vector>
#include <iostream>
 
#include "ck/tensor_operation/gpu/device/device_base.hpp"
#include "ck/tensor_operation/gpu/element/element_wise_operation.hpp"
 
namespace ck {
namespace tensor_operation {
namespace device {
 
template <typename InElementwiseOperation,
          typename WeiElementwiseOperation,
          typename OutElementwiseOperation>
struct DeviceConvFwdBiasActivation : public BaseOperator
{
    virtual std::unique_ptr<BaseArgument>
    MakeArgumentPointer(const void* p_in,
                        const void* p_wei,
                        void* p_out,
                        const void* p_bias,
                        ck::index_t N,
                        ck::index_t K,
                        ck::index_t C,
                        std::vector<ck::index_t> input_spatial_lengths,
                        std::vector<ck::index_t> filter_spatial_lengths,
                        std::vector<ck::index_t> output_spatial_lengths,
                        std::vector<ck::index_t> conv_filter_strides,
                        std::vector<ck::index_t> conv_filter_dilations,
                        std::vector<ck::index_t> input_left_pads,
                        std::vector<ck::index_t> input_right_pads,
                        InElementwiseOperation in_element_op,
                        WeiElementwiseOperation wei_element_op,
                        OutElementwiseOperation out_element_op) = 0;
 
    virtual std::unique_ptr<BaseInvoker> MakeInvokerPointer() = 0;
};
 
template <typename InElementwiseOperation,
          typename WeiElementwiseOperation,
          typename OutElementwiseOperation>
using DeviceConvFwdBiasActivationPtr =
    std::unique_ptr<DeviceConvFwdBiasActivation<InElementwiseOperation,
                                                WeiElementwiseOperation,
                                                OutElementwiseOperation>>;
 
} // namespace device
} // namespace tensor_operation
} // namespace ck