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gridwise_gemm_pipeline_v3.hpp

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1 // SPDX-License-Identifier: MIT

2 // Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.

3 

4 #pragma once

5 

6 #include "ck/utility/common_header.hpp"

7 

8 namespace ck {

9 

10 struct GridwiseGemmPipeline_v3

11 {

12  __host__ __device__ static constexpr bool IsSupported(index_t)

13  {

14  // TODO: improve applicability

15  return true;

16  }

17 

18  template <typename AGridDesc,

19  typename ABlockDesc,

20  typename ABlockTransfer,

21  typename AGridBuffer,

22  typename ABlockBuffer,

23  typename ABlockTransferStep,

24  typename BGridDesc,

25  typename BBlockDesc,

26  typename BBlockTransfer,

27  typename BGridBuffer,

28  typename BBlockBuffer,

29  typename BBlockTransferStep,

30  typename BlockwiseGemm,

31  typename CThreadBuffer>

32  __device__ static void Run(const AGridDesc& a_grid_desc,

33  const ABlockDesc& a_block_desc,

34  ABlockTransfer& a_blockwise_copy,

35  const AGridBuffer& a_grid_buf,

36  ABlockBuffer& a_block_buf,

37  const ABlockTransferStep& a_block_copy_step,

38  const BGridDesc& b_grid_desc,

39  const BBlockDesc& b_block_desc,

40  BBlockTransfer& b_blockwise_copy,

41  const BGridBuffer& b_grid_buf,

42  BBlockBuffer& b_block_buf,

43  const BBlockTransferStep& b_block_copy_step,

44  const BlockwiseGemm& blockwise_gemm,

45  CThreadBuffer& c_thread_buf,

46  index_t num_loop)

47  {

48  // global read 0

49  a_blockwise_copy.RunRead(a_grid_desc, a_grid_buf);

50  b_blockwise_copy.RunRead(b_grid_desc, b_grid_buf);

51 

52  a_blockwise_copy.MoveSrcSliceWindow(a_grid_desc, a_block_copy_step);

53  b_blockwise_copy.MoveSrcSliceWindow(b_grid_desc, b_block_copy_step);

54 

55  // Initialize C

56  c_thread_buf.Clear();

57 

58  // LDS write 0

59  a_blockwise_copy.RunWrite(a_block_desc, a_block_buf);

60  b_blockwise_copy.RunWrite(b_block_desc, b_block_buf);

61 

62  num_loop--;

63 

64  while(num_loop > 0)

65  {

66  a_blockwise_copy.RunRead(a_grid_desc, a_grid_buf);

67  block_sync_lds();

68  b_blockwise_copy.RunRead(b_grid_desc, b_grid_buf);

69 

70  blockwise_gemm.Run(a_block_buf, b_block_buf, c_thread_buf);

71 

72  block_sync_lds();

73 

74  a_blockwise_copy.MoveSrcSliceWindow(a_grid_desc, a_block_copy_step);

75  b_blockwise_copy.MoveSrcSliceWindow(b_grid_desc, b_block_copy_step);

76  a_blockwise_copy.RunWrite(a_block_desc, a_block_buf);

77  b_blockwise_copy.RunWrite(b_block_desc, b_block_buf);

78 

79  num_loop--;

80  }

81  // tail

82  {

83  block_sync_lds();

84  blockwise_gemm.Run(a_block_buf, b_block_buf, c_thread_buf);

85  }

86  }

87 };

88 

89 } // namespace ck

common_header.hpp

ck

Definition: ck.hpp:266

ck::index_t

int32_t index_t

Definition: ck.hpp:297

ck::block_sync_lds

__device__ void block_sync_lds()

Definition: synchronization.hpp:10

ck::GridwiseGemmPipeline_v3

Definition: gridwise_gemm_pipeline_v3.hpp:11

ck::GridwiseGemmPipeline_v3::Run

static __device__ void Run(const AGridDesc &a_grid_desc, const ABlockDesc &a_block_desc, ABlockTransfer &a_blockwise_copy, const AGridBuffer &a_grid_buf, ABlockBuffer &a_block_buf, const ABlockTransferStep &a_block_copy_step, const BGridDesc &b_grid_desc, const BBlockDesc &b_block_desc, BBlockTransfer &b_blockwise_copy, const BGridBuffer &b_grid_buf, BBlockBuffer &b_block_buf, const BBlockTransferStep &b_block_copy_step, const BlockwiseGemm &blockwise_gemm, CThreadBuffer &c_thread_buf, index_t num_loop)

Definition: gridwise_gemm_pipeline_v3.hpp:32

ck::GridwiseGemmPipeline_v3::IsSupported

__host__ static constexpr __device__ bool IsSupported(index_t)

Definition: gridwise_gemm_pipeline_v3.hpp:12