// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.

#include <cstdlib>

#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/tensor_operation/gpu/device/gemm_specialization.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_grouped_gemm_multiple_d_splitk_xdl_cshuffle_two_stage.hpp"

#include "ck/library/tensor_operation_instance/add_device_operation_instance.hpp"

namespace ck {
namespace tensor_operation {
namespace device {
namespace instance {

using I8   = int8_t;
using BF16 = ck::bhalf_t;
using F32  = float;

using Row = ck::tensor_layout::gemm::RowMajor;
using Col = ck::tensor_layout::gemm::ColumnMajor;

template <ck::index_t... Is>
using S = ck::Sequence<Is...>;

using Empty_Tuple = ck::Tuple<>;

using PassThrough = ck::tensor_operation::element_wise::PassThrough;

static constexpr auto GemmMNKPadding = ck::tensor_operation::device::GemmSpecialization::MNKPadding;

// Instances having AK1!=BK1 are temporarily disabled and will be re-enabled in future
// a[m, k] * b[k, n] = e[m, n]
using device_grouped_gemm_multiple_d_xdl_two_stage_bf16_i8_bf16_mk_kn_mn_generic_instances =
    std::tuple<
        // clang-format off
        //#################################################|      A|      B|          Ds|      E|  AData| BData| AccData| CShuffle|      DsData| EData|           A|           B|           CDE|           GEMM| NumGemmK| Block|  MPer|  NPer|  KPer| AK1| BK1| MPer| NPer| MXdl| NXdl|  ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds|  BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds|    CShuffle|    CShuffle| CBlockTransferClusterLengths|  CBlockTransfer|
        //#################################################| Layout| Layout|      Layout| Layout|   Type|  Type|    Type| DataType|        Type|  Type| Elementwise| Elementwise|   Elementwise| Spacialization| Prefetch|  Size| Block| Block| Block|    |    |  XDL|  XDL|  Per|  Per|   ThreadCluster|  ThreadCluster| SrcAccessOrder|   SrcVectorDim|      SrcScalar|      DstScalar| AddExtraM|   ThreadCluster|  ThreadCluster| SrcAccessOrder|  SrcVectorDim|      SrcScalar|      DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave|         _MBlock_MWaveMPerXdl| ScalarPerVector|
        //#################################################|       |       |            |       |       |      |        |         |            |      |   Operation|   Operation|     Operation|               |    Stage|      |      |      |      |    |    |     |     | Wave| Wave| Lengths_K0_M_K1|   ArrangeOrder|               |               |      PerVector|   PerVector_K1|          | Lengths_K0_N_K1|   ArrangeOrder|               |              |      PerVector|   PerVector_K1|          |  PerShuffle|  PerShuffle|         _NBlock_NWaveNPerXdl|   _NWaveNPerXdl|
        //#################################################|       |       |            |       |       |      |        |         |            |      |            |            |              |               |         |      |      |      |      |    |    |     |     |     |     |                |               |               |               |               |               |          |                |               |               |              |               |               |          |            |            |                             |                |
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   256,    64,   128,    32,   8,   8,   32,   32,    1,    2,  S<1, 4, 64, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              1,              8,         1,  S<1, 4, 64, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              1,              8,         1,           1,           1,               S<1, 32, 1, 8>,               1>
        // clang-format on
        >;

using device_grouped_gemm_multiple_d_xdl_two_stage_bf16_i8_bf16_mk_kn_mn_instances = std::tuple<
    // clang-format off
        //#################################################|      A|      B|          Ds|      E|  AData| BData| AccData| CShuffle|      DsData| EData|           A|           B|           CDE|           GEMM| NumGemmK| Block|  MPer|  NPer|  KPer| AK1| BK1| MPer| NPer| MXdl| NXdl|  ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockTransfer| ABlockLds|  BBlockTransfer| BBlockTransfer| BBlockTransfer| BlockTransfer| BBlockTransfer| BBlockTransfer| BBlockLds|    CShuffle|    CShuffle| CBlockTransferClusterLengths|  CBlockTransfer|
        //#################################################| Layout| Layout|      Layout| Layout|   Type|  Type|    Type| DataType|        Type|  Type| Elementwise| Elementwise|   Elementwise| Spacialization| Prefetch|  Size| Block| Block| Block|    |    |  XDL|  XDL|  Per|  Per|   ThreadCluster|  ThreadCluster| SrcAccessOrder|   SrcVectorDim|      SrcScalar|      DstScalar| AddExtraM|   ThreadCluster|  ThreadCluster| SrcAccessOrder|  SrcVectorDim|      SrcScalar|      DstScalar| AddExtraN| MXdlPerWave| NXdlPerWave|         _MBlock_MWaveMPerXdl| ScalarPerVector|
        //#################################################|       |       |            |       |       |      |        |         |            |      |   Operation|   Operation|     Operation|               |    Stage|      |      |      |      |    |    |     |     | Wave| Wave| Lengths_K0_M_K1|   ArrangeOrder|               |               |      PerVector|   PerVector_K1|          | Lengths_K0_N_K1|   ArrangeOrder|               |              |      PerVector|   PerVector_K1|          |  PerShuffle|  PerShuffle|         _NBlock_NWaveNPerXdl|   _NWaveNPerXdl|
        //#################################################|       |       |            |       |       |      |        |         |            |      |            |            |              |               |         |      |      |      |      |    |    |     |     |     |     |                |               |               |               |               |               |          |                |               |               |              |               |               |          |            |            |                             |                |
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   256,   256,   128,    32,   8,   8,   32,   32,    4,    2,  S<1, 4, 64, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 64, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 32, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   256,   128,   256,    32,   8,   8,   32,   32,    2,    4,  S<1, 4, 64, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 64, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              4,              8,         1,           1,           1,               S<1, 32, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   256,   192,    64,    32,   8,   8,   32,   32,    3,    1,  S<1, 4, 64, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 32, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   256,    64,   192,    32,   8,   8,   32,   32,    1,    3,  S<1, 4, 64, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 48, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 32, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   256,   128,   128,    32,   8,   8,   32,   32,    2,    2,  S<1, 4, 64, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 64, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 32, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   256,   128,    64,    32,   8,   8,   32,   32,    2,    1,  S<1, 4, 64, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 64, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              1,              8,         1,           1,           1,               S<1, 32, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   256,    64,   128,    32,   8,   8,   32,   32,    1,    2,  S<1, 4, 64, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 64, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 32, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,   128,   128,    32,   8,   8,   32,   32,    4,    2,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              4,              8,         1,           1,           1,               S<1, 16, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,   128,    64,    32,   8,   8,   32,   32,    2,    2,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 32, 1, 4>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,    64,   128,    32,   8,   8,   32,   32,    2,    2,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              4,              8,         1,           1,           1,               S<1, 16, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,    32,   192,    32,   8,   8,   32,   32,    1,    3,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 24, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              8,              8,         1,           1,           1,               S<1, 16, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,   192,    32,    32,   8,   8,   32,   32,    3,    1,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              1,              8,         1,           1,           1,               S<1, 32, 1, 4>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,    32,    64,    32,   8,   8,   32,   32,    1,    1,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 32, 1, 4>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,    64,    32,    32,   8,   8,   32,   32,    1,    1,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              1,              8,         1,           1,           1,               S<1, 32, 1, 4>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,    32,   128,    32,   8,   8,   32,   32,    1,    2,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              4,              8,         1,           1,           1,               S<1, 16, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,   128,    32,    32,   8,   8,   32,   32,    2,    1,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              1,              8,         1,           1,           1,               S<1, 32, 1, 4>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,   128,    64,    64,    32,   8,   8,   32,   32,    2,    1,  S<1, 4, 32, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 32, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 16, 1, 8>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,    64,    64,    64,    32,   8,   8,   32,   32,    2,    2,  S<1, 4, 16, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 16, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 16, 1, 4>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,    64,    64,    32,    32,   8,   8,   32,   32,    2,    1,  S<1, 4, 16, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 16, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 16, 1, 4>,               4, PipelineVersion::v1>,
        DeviceGroupedGemmMultipleDSplitKXdlCShuffleTwoStage<    Row,    Row, Empty_Tuple,    Row,   BF16,    I8,     F32,     BF16, Empty_Tuple,  BF16, PassThrough, PassThrough,   PassThrough, GemmMNKPadding,        1,    64,    32,    64,    32,   8,   8,   32,   32,    1,    2,  S<1, 4, 16, 1>,  S<0, 2, 1, 3>,  S<0, 2, 1, 3>,              3,              8,              8,         1,  S<1, 4, 16, 1>,  S<0, 1, 3, 2>,  S<0, 1, 3, 2>,             2,              2,              8,         1,           1,           1,               S<1, 16, 1, 4>,               4, PipelineVersion::v1>
    // clang-format on
    >;

void add_device_grouped_gemm_multiple_d_xdl_two_stage_bf16_i8_bf16_mk_kn_mn_instances(
    std::vector<std::unique_ptr<DeviceGroupedGemm<Row,
                                                  Row,
                                                  Empty_Tuple,
                                                  Row,
                                                  BF16,
                                                  I8,
                                                  Empty_Tuple,
                                                  BF16,
                                                  PassThrough,
                                                  PassThrough,
                                                  PassThrough>>>& instances)
{
    add_device_operation_instances(
        instances, device_grouped_gemm_multiple_d_xdl_two_stage_bf16_i8_bf16_mk_kn_mn_instances{});
    add_device_operation_instances(
        instances,
        device_grouped_gemm_multiple_d_xdl_two_stage_bf16_i8_bf16_mk_kn_mn_generic_instances{});
}

} // namespace instance
} // namespace device
} // namespace tensor_operation
} // namespace ck
