#include <stdlib.h>
#include "config.hpp"
#include "convolution_forward_specialization_cpu.hpp"
#include "device_convnd_fwd_avx2_nhwc_kyxck8_nhwk.hpp"
#include "element_wise_operation_cpu.hpp"
#include "device_operation_instance.hpp"

namespace ck {
namespace tensor_operation {
namespace cpu {
namespace device {
namespace device_conv2d_fwd_avx2_instance {

using InType                           = float;
using WeiType                          = float;
using OutType                          = float;
using AccType                          = float;
using InLayout                         = ck::tensor_layout::gemm::RowMajor;    // NHWC
using WeiLayout                        = ck::tensor_layout::gemm::ColumnMajor; // KYXCK8
static constexpr bool NonTemporalStore = false;

using PT   = ck::tensor_operation::cpu::element_wise::PassThrough;
using Relu = ck::tensor_operation::cpu::element_wise::Relu;

static constexpr auto ConvFwdDefault =
    ck::tensor_operation::cpu::device::ConvolutionForwardSpecialization_t::Default;

static constexpr auto ConvFwd1x1P0 =
    ck::tensor_operation::cpu::device::ConvolutionForwardSpecialization_t::Filter1x1Pad0;

static constexpr auto ConvFwd1x1S1P0 =
    ck::tensor_operation::cpu::device::ConvolutionForwardSpecialization_t::Filter1x1Stride1Pad0;

static constexpr auto DefaultGemmKLoop =
    ck::tensor_operation::cpu::device::ConvolutionForwardGemmKSpecialization_t::DefaultGemmKLoop;
static constexpr auto GemmKLoopOverC =
    ck::tensor_operation::cpu::device::ConvolutionForwardGemmKSpecialization_t::NHWC_GemmKLoopOverC;

static constexpr auto LoopOver_MNK = ck::tensor_operation::cpu::device::LoopOver_MNK;
static constexpr auto LoopOver_MKN = ck::tensor_operation::cpu::device::LoopOver_MKN;

// clang-format off
#define DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(a_elem_op, b_elem_op, c_elem_op, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, c_local_buf) \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwdDefault, GemmKLoopOverC  , LoopOver_MNK, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, true,  true,  c_local_buf>, \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwd1x1S1P0, GemmKLoopOverC  , LoopOver_MNK, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, true,  true,  c_local_buf>, \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwdDefault, DefaultGemmKLoop, LoopOver_MNK, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, true,  true,  c_local_buf>, \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwd1x1S1P0, GemmKLoopOverC  , LoopOver_MNK, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, false, false, c_local_buf>, \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwdDefault, DefaultGemmKLoop, LoopOver_MNK, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, true,  false, c_local_buf>, \
    \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwdDefault, GemmKLoopOverC  , LoopOver_MKN, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, true,  true,  c_local_buf>, \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwd1x1S1P0, GemmKLoopOverC  , LoopOver_MKN, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, true,  true,  c_local_buf>, \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwdDefault, DefaultGemmKLoop, LoopOver_MKN, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, true,  true,  c_local_buf>, \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwd1x1S1P0, GemmKLoopOverC  , LoopOver_MKN, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, false, false, c_local_buf>, \
    DeviceConvNDFwdAvx2_Input_N_Hi_Wi_C_Weight_K_Y_X_C_K8_Output_N_Ho_Wo_K<float , float , float, a_elem_op, b_elem_op, c_elem_op, ConvFwdDefault, DefaultGemmKLoop, LoopOver_MKN, 2, m_per_block, n_per_block, k_per_block, m_per_thread, n_per_thread, true,  false, c_local_buf>
// clang-format on

using device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_instances = std::tuple<
    // clang-format off
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  256, 128,  64,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  256, 128, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  128, 256, 128,  6, 16, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  512, 240, 128,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  512, 256, 128,  6, 16, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  768, 320, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  896, 352, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT, 1024, 416, 128,  6, 16, false)>;
// clang-format on

// use this in single thread, but gemm_n is not multiple of 8
using device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_local_c_instances = std::tuple<
    // clang-format off
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  256, 128,  64,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  256, 128, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  128, 256, 128,  6, 16, true),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  512, 240, 128,  4, 24, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  512, 256, 128,  6, 16, true),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  768, 320, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  896, 352, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT, 1024, 416, 128,  6, 16, true)>;
// clang-format on

// use this in multi thread environment (need local C buffer to avoid cache coherence, although some
// time no local c is better...)
using device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_mt_instances = std::tuple<
    // clang-format off
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  24,  24, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  32,  24, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  40,  24, 256,  4, 24, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  48,  24, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  48,  48, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  56,  24, 256,  4, 24, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  72,  16, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  72,  16, 256,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  72,  32, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  72,  32, 256,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  96,  32, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  96,  64, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  120, 32, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  120, 64, 128,  6, 16, false),

    // DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  256, 128,  64,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  256, 128, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  128, 256, 128,  6, 16, true),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  512, 240, 128,  4, 24, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  512, 256, 128,  6, 16, true),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  768, 320, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  896, 352, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT, 1024, 416, 128,  6, 16, true)>;
// clang-format on

using device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_relu_instances = std::tuple<
    // clang-format off
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  256, 128,  64,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  256, 128, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  128, 256, 128,  6, 16, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  512, 240, 128,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  512, 256, 128,  6, 16, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  768, 320, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  896, 352, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu, 1024, 416, 128,  6, 16, false)>;
// clang-format on

// use this in single thread, but gemm_n is not multiple of 8
using device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_local_c_relu_instances = std::tuple<
    // clang-format off
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  256, 128,  64,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  256, 128, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  128, 256, 128,  6, 16, true),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  512, 240, 128,  4, 24, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  512, 256, 128,  6, 16, true),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  768, 320, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  896, 352, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu, 1024, 416, 128,  6, 16, true)>;
// clang-format on

// use this in multi thread environment (need local C buffer to avoid cache coherence, although some
// time no local c is better...)
using device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_mt_relu_instances = std::tuple<
    // clang-format off
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  24,  24, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  32,  24, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  40,  24, 256,  4, 24, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  24,  24, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  32,  24, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  40,  24, 256,  4, 24, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  48,  24, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  48,  48, 256,  4, 24, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  56,  24, 256,  4, 24, false),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  72,  16, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  72,  16, 256,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  72,  32, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  72,  32, 256,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  96,  32, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  96,  64, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  120, 32, 128,  6, 16, false),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  120, 64, 128,  6, 16, false),

    // DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, PT,  256, 128,  64,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  256, 128, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  128, 256, 128,  6, 16, true),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  512, 240, 128,  4, 24, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  512, 256, 128,  6, 16, true),

    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  768, 320, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu,  896, 352, 128,  6, 16, true),
    DEVICE_CONV2D_FWD_AVX2_NHWC_KYXCK8_NHWK_F32(PT, PT, Relu, 1024, 416, 128,  6, 16, true)>;
// clang-format on

void add_device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk(
    std::vector<DeviceConvFwdPtr<PT, PT, PT>>& instances)
{
    ck::tensor_operation::device::add_device_operation_instances(
        instances, device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_instances{});
}

void add_device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_local_c(
    std::vector<DeviceConvFwdPtr<PT, PT, PT>>& instances)
{
    ck::tensor_operation::device::add_device_operation_instances(
        instances, device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_local_c_instances{});
}

void add_device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_mt(
    std::vector<DeviceConvFwdPtr<PT, PT, PT>>& instances)
{
    ck::tensor_operation::device::add_device_operation_instances(
        instances, device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_mt_instances{});
}

void add_device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_relu(
    std::vector<DeviceConvFwdPtr<PT, PT, Relu>>& instances)
{
    ck::tensor_operation::device::add_device_operation_instances(
        instances, device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_relu_instances{});
}

void add_device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_local_c_relu(
    std::vector<DeviceConvFwdPtr<PT, PT, Relu>>& instances)
{
    ck::tensor_operation::device::add_device_operation_instances(
        instances, device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_local_c_relu_instances{});
}

void add_device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_mt_relu(
    std::vector<DeviceConvFwdPtr<PT, PT, Relu>>& instances)
{
    ck::tensor_operation::device::add_device_operation_instances(
        instances, device_conv2d_fwd_avx2_nhwc_kyxck8_nhwk_f32_mt_relu_instances{});
}

} // namespace device_conv2d_fwd_avx2_instance
} // namespace device
} // namespace cpu
} // namespace tensor_operation
} // namespace ck
