mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-05-03 13:11:25 +00:00
* tmp save
* fix batch deterministic bugs
* fix group deterministic bugs
* codegen update
* reorder files
* bias support
* hd256 bias support
* bwd smoke test update
* simplify convert dq
* fix hd256 dropout scratch
* do{}while() -> while(){}
* comments
* remove FmhaBwdTilePartitioner
* save clear_tile
* refactor dropout
* code cleanup
* code cleanup
* comments
* fix epilogue problem
* fix fwd dropout
* group convert_dq opt
* fix dq alignment
* Do not store storerandval in bwd for flash attention integration
* fix hd32 error and boost performance
* revert
* Remove duplicated WarpGemm definitions in the policy file
* dropout patch for mrepeat 16*16
* code sync up
* dq_acc stride
* dq_acc stride stuff
* codegen update
* fwd dropout revert
* fix hd128 scratches and boost performance
* receipt 3 for simplified smoke test
* more strides for fa integration
* fix hd64 scratches and boost performance
* non-iglp pipeline for headdim padding cases
* dpad same as dvpad for flash attention integration
* unpadded lse&d for group mode
* Support unpad layout for group lse
* Support unpad lse layout for splitkv
* Fix stride for splitkv kernel
* fix unpadded lse issue in fwd splitkv
* comment
* solve lds read&write conflicts
* rename
* bias rename
* tile index revert
---------
Co-authored-by: danyao12 <danyao12>
Co-authored-by: rocking <ChunYu.Lai@amd.com>
Co-authored-by: Qianfeng Zhang <Qianfeng.Zhang@amd.com>
125 lines
5.3 KiB
C++
125 lines
5.3 KiB
C++
// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
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#pragma once
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#include "ck_tile/core.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_impl.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_mfma.hpp"
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namespace ck_tile {
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// fp16
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using WarpGemmMfmaF16F16F32M32N32K8 =
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WarpGemmImpl<WarpGemmAtrributeMfma<WarpGemmAttributeMfmaImplF16F16F32M32N32K8>>;
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using WarpGemmMfmaF16F16F32M16N16K16 =
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WarpGemmImpl<WarpGemmAtrributeMfma<WarpGemmAttributeMfmaImplF16F16F32M16N16K16>>;
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using WarpGemmMfmaF16F16F32M32N32K16 =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateK<WarpGemmAttributeMfmaImplF16F16F32M32N32K8, 2>>;
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using WarpGemmMfmaF16F16F32M16N16K32 =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateK<WarpGemmAttributeMfmaImplF16F16F32M16N16K16, 2>>;
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using WarpGemmMfmaF16F16F32M32N32K8SwizzleA = WarpGemmImpl<
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WarpGemmAtrributeMfmaIterateK_SwizzleA<WarpGemmAttributeMfmaImplF16F16F32M32N32K8, 1>>;
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using WarpGemmMfmaF16F16F32M32N32K16SwizzleA = WarpGemmImpl<
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WarpGemmAtrributeMfmaIterateK_SwizzleA<WarpGemmAttributeMfmaImplF16F16F32M32N32K8, 2>>;
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using WarpGemmMfmaF16F16F32M32N32K8TransposedCDistribution = WarpGemmImpl<
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WarpGemmAtrributeMfmaTransposedCDistribution<WarpGemmAttributeMfmaImplF16F16F32M32N32K8>>;
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using WarpGemmMfmaF16F16F32M16N16K16TransposedCDistribution = WarpGemmImpl<
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WarpGemmAtrributeMfmaTransposedCDistribution<WarpGemmAttributeMfmaImplF16F16F32M16N16K16>>;
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using WarpGemmMfmaF16F16F32M32N32K16TransposedCDistribution =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateKAndTransposedCDistribution<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8,
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2>>;
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using WarpGemmMfmaF16F16F32M16N16K32TransposedCDistribution =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateKAndTransposedCDistribution<
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WarpGemmAttributeMfmaImplF16F16F32M16N16K16,
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2>>;
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using WarpGemmMfmaF16F16F32M32N32K16SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateKAndTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8,
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2>>;
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// bf16
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using WarpGemmMfmaBf16Bf16F32M32N32K8 =
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WarpGemmImpl<WarpGemmAtrributeMfma<WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8>>;
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using WarpGemmMfmaBf16Bf16F32M16N16K16 =
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WarpGemmImpl<WarpGemmAtrributeMfma<WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K16>>;
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using WarpGemmMfmaBf16Bf16F32M32N32K16 =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateK<WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8, 2>>;
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using WarpGemmMfmaBf16Bf16F32M16N16K32 =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateK<WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K16, 2>>;
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using WarpGemmMfmaBf16Bf16F32M32N32K8SwizzleA = WarpGemmImpl<
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WarpGemmAtrributeMfmaIterateK_SwizzleA<WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8, 1>>;
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using WarpGemmMfmaBf16Bf16F32M32N32K16SwizzleA = WarpGemmImpl<
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WarpGemmAtrributeMfmaIterateK_SwizzleA<WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8, 2>>;
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using WarpGemmMfmaBf16Bf16F32M32N32K8TransposedCDistribution = WarpGemmImpl<
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WarpGemmAtrributeMfmaTransposedCDistribution<WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8>>;
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using WarpGemmMfmaBf16Bf16F32M16N16K16TransposedCDistribution = WarpGemmImpl<
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WarpGemmAtrributeMfmaTransposedCDistribution<WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K16>>;
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using WarpGemmMfmaBf16Bf16F32M32N32K16TransposedCDistribution =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateKAndTransposedCDistribution<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8,
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2>>;
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using WarpGemmMfmaBf16Bf16F32M16N16K32TransposedCDistribution =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateKAndTransposedCDistribution<
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WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K16,
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2>>;
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using WarpGemmMfmaBf16Bf16F32M32N32K16SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateKAndTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8,
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2>>;
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// fp8
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using WarpGemmMfma_f32_32x32x16_fp8_fp8 =
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WarpGemmImpl<WarpGemmAtrributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_fp8>>;
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using WarpGemmMfma_f32_32x32x16_fp8_bf8 =
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WarpGemmImpl<WarpGemmAtrributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_bf8>>;
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using WarpGemmMfma_f32_32x32x16_bf8_fp8 =
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WarpGemmImpl<WarpGemmAtrributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_fp8>>;
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using WarpGemmMfma_f32_32x32x16_bf8_bf8 =
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WarpGemmImpl<WarpGemmAtrributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_bf8>>;
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using WarpGemmMfma_f32_32x32x16_fp8_fp8_CTransposed = WarpGemmImpl<
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WarpGemmAtrributeMfmaTransposedCDistribution<WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_fp8>>;
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using WarpGemmMfma_f32_32x32x16_fp8_bf8_CTransposed = WarpGemmImpl<
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WarpGemmAtrributeMfmaTransposedCDistribution<WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_bf8>>;
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using WarpGemmMfma_f32_32x32x16_bf8_fp8_CTransposed = WarpGemmImpl<
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WarpGemmAtrributeMfmaTransposedCDistribution<WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_fp8>>;
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using WarpGemmMfma_f32_32x32x16_bf8_bf8_CTransposed = WarpGemmImpl<
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WarpGemmAtrributeMfmaTransposedCDistribution<WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_bf8>>;
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template <index_t swizzle_factor = 2>
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using WarpGemmMfmaFp8Fp8F32M32N32K16SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAtrributeMfmaIterateKAndTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImpl_f32_32x32x16_f8_base<fp8_t, fp8_t>,
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2,
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swizzle_factor>>;
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} // namespace ck_tile
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