mirror of
https://github.com/ROCm/composable_kernel.git
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e1ab460d2d
- Add `WarpGemmMfma_f32_16x16x128_[fp8|bf8]_[fp8|bf8]_CTransposed` - Replace `__gfx950__` with `CK_GFX950_SUPPORT`
387 lines
17 KiB
C++
387 lines
17 KiB
C++
// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2025, 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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#include "ck_tile/ops/gemm/warp/warp_gemm_smfmac_impl.hpp"
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#include "ck_tile/ops/gemm/warp/warp_gemm_attribute_smfmac.hpp"
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namespace ck_tile {
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// fp16
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using WarpGemmMfmaF16F16F32M32N32K8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImplF16F16F32M32N32K8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfmaF16F16F32M16N16K16 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImplF16F16F32M16N16K16<WGAttrCtlEnum::Default_>>>;
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#if defined(__gfx950__)
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaF16F16F32M32N32K16 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImplF16F16F32M32N32K16<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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#else
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaF16F16F32M32N32K16 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8<WGAttrCtlEnum::Default_>,
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2,
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AttrNumAccess>>;
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#endif
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#if defined(__gfx950__)
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaF16F16F32M16N16K32 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImplF16F16F32M16N16K32<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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#else
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaF16F16F32M16N16K32 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImplF16F16F32M16N16K16<WGAttrCtlEnum::Default_>,
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2,
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AttrNumAccess>>;
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#endif
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using WarpGemmMfmaF16F16F32M32N32K8SwizzleA = WarpGemmImpl<WarpGemmAttributeMfmaIterateK_SwizzleA<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8<WGAttrCtlEnum::Default_>,
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1>>;
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using WarpGemmMfmaF16F16F32M32N32K16SwizzleA = WarpGemmImpl<WarpGemmAttributeMfmaIterateK_SwizzleA<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8<WGAttrCtlEnum::Default_>,
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2>>;
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using WarpGemmMfmaF16F16F32M32N32K8TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfmaF16F16F32M16N16K16TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImplF16F16F32M16N16K16<WGAttrCtlEnum::Default_>>>;
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#if defined(__gfx950__)
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaF16F16F32M32N32K16TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K16<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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#else
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaF16F16F32M32N32K16TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaIterateKAndTransposedCDistribution<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8<WGAttrCtlEnum::Default_>,
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2,
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AttrNumAccess>>;
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#endif
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#if defined(__gfx950__)
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaF16F16F32M16N16K32TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImplF16F16F32M16N16K32<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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#else
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaF16F16F32M16N16K32TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaIterateKAndTransposedCDistribution<
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WarpGemmAttributeMfmaImplF16F16F32M16N16K16<WGAttrCtlEnum::Default_>,
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2,
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AttrNumAccess>>;
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#endif
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#if defined(__gfx950__)
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using WarpGemmMfmaF16F16F32M16N16K32SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplF16F16F32M16N16K32<WGAttrCtlEnum::Default_>,
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1>>;
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using WarpGemmMfmaBf16Bf16F32M16N16K32SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K32<WGAttrCtlEnum::Default_>,
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1>>;
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#endif
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using WarpGemmMfmaF16F16F32M32N32K8SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8<WGAttrCtlEnum::Default_>>>;
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#if defined(__gfx950__)
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using WarpGemmMfmaF16F16F32M32N32K16SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K16<WGAttrCtlEnum::Default_>>>;
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#else
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using WarpGemmMfmaF16F16F32M32N32K16SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaIterateKAndTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplF16F16F32M32N32K8<WGAttrCtlEnum::Default_>,
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2>>;
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#endif
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using WarpGemmMfmaF16F16F32M4N64K16 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImplF16F16F32M4N64K4<WGAttrCtlEnum::Default_>,
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4>>;
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using WarpGemmMfmaF16F16F32M64N4K16 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImplF16F16F32M64N4K4<WGAttrCtlEnum::Default_>,
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4>>;
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// fp16 2:4 structured sparsity
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using WarpGemmSmfmacF16F16F32M32N32K16 = WarpGemmSmfmacImpl<WarpGemmAttributeSmfmac<
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WarpGemmAttributeSmfmacImplF16F16F32M32N32K16<WGAttrCtlEnum::Default_>>>;
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using WarpGemmSmfmacF16F16F32M16N16K32 = WarpGemmSmfmacImpl<WarpGemmAttributeSmfmac<
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WarpGemmAttributeSmfmacImplF16F16F32M16N16K32<WGAttrCtlEnum::Default_>>>;
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// bf16
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using WarpGemmMfmaBf16Bf16F32M32N32K8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfmaBf16Bf16F32M16N16K16 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K16<WGAttrCtlEnum::Default_>>>;
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#if defined(__gfx950__)
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaBf16Bf16F32M32N32K16 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K16<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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#else
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaBf16Bf16F32M32N32K16 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8<WGAttrCtlEnum::Default_>,
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2,
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AttrNumAccess>>;
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#endif
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#if defined(__gfx950__)
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaBf16Bf16F32M16N16K32 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K32<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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#else
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaBf16Bf16F32M16N16K32 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K16<WGAttrCtlEnum::Default_>,
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2,
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AttrNumAccess>>;
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#endif
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using WarpGemmMfmaBf16Bf16F32M32N32K8SwizzleA = WarpGemmImpl<WarpGemmAttributeMfmaIterateK_SwizzleA<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8<WGAttrCtlEnum::Default_>,
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1>>;
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using WarpGemmMfmaBf16Bf16F32M32N32K16SwizzleA =
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WarpGemmImpl<WarpGemmAttributeMfmaIterateK_SwizzleA<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8<WGAttrCtlEnum::Default_>,
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2>>;
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using WarpGemmMfmaBf16Bf16F32M32N32K8TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfmaBf16Bf16F32M16N16K16TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K16<WGAttrCtlEnum::Default_>>>;
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#if defined(__gfx950__)
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaBf16Bf16F32M32N32K16TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K16<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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#else
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaBf16Bf16F32M32N32K16TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaIterateKAndTransposedCDistribution<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8<WGAttrCtlEnum::Default_>,
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2,
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AttrNumAccess>>;
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#endif
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#if defined(__gfx950__)
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaBf16Bf16F32M16N16K32TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K32<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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#else
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfmaBf16Bf16F32M16N16K32TransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaIterateKAndTransposedCDistribution<
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WarpGemmAttributeMfmaImplBf16Bf16F32M16N16K16<WGAttrCtlEnum::Default_>,
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2,
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AttrNumAccess>>;
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#endif
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using WarpGemmMfmaBf16Bf16F32M32N32K8SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8<WGAttrCtlEnum::Default_>>>;
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#if defined(__gfx950__)
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using WarpGemmMfmaBf16Bf16F32M32N32K16SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K16<WGAttrCtlEnum::Default_>>>;
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#else
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using WarpGemmMfmaBf16Bf16F32M32N32K16SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaIterateKAndTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImplBf16Bf16F32M32N32K8<WGAttrCtlEnum::Default_>,
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2>>;
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#endif
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using WarpGemmMfmaBf16Bf16F32M4N64K16 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImplBf16Bf16F32M4N64K4<WGAttrCtlEnum::Default_>,
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4>>;
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using WarpGemmMfmaBf16Bf16F32M64N4K16 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImplBf16Bf16F32M64N4K4<WGAttrCtlEnum::Default_>,
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4>>;
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// fp8
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using WarpGemmMfma_f32_32x32x16_fp8_fp8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_fp8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_32x32x16_fp8_bf8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_bf8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_32x32x16_bf8_fp8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_fp8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_32x32x16_bf8_bf8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_bf8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_32x32x32_fp8_fp8 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_fp8<WGAttrCtlEnum::Default_>,
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2>>;
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using WarpGemmMfma_f32_32x32x32_bf8_bf8 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_bf8<WGAttrCtlEnum::Default_>,
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2>>;
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using WarpGemmMfma_f32_16x16x32_fp8_fp8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_16x16x32_fp8_fp8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_16x16x32_fp8_fp8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_16x16x32_fp8_fp8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_16x16x32_bf8_bf8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_16x16x32_bf8_bf8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_16x16x32_bf8_bf8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_16x16x32_bf8_bf8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_16x16x64_fp8_fp8 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImpl_f32_16x16x32_fp8_fp8<WGAttrCtlEnum::Default_>,
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2>>;
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using WarpGemmMfma_f32_16x16x64_bf8_bf8 = WarpGemmImpl<WarpGemmAttributeMfmaIterateK<
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WarpGemmAttributeMfmaImpl_f32_16x16x32_bf8_bf8<WGAttrCtlEnum::Default_>,
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2>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_16x16x128_fp8_fp8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_16x16x128_fp8_fp8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_16x16x128_fp8_bf8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_16x16x128_fp8_bf8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_16x16x128_bf8_fp8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_16x16x128_bf8_fp8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_16x16x128_bf8_bf8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_16x16x128_bf8_bf8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_16x16x128_fp8_fp8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_16x16x128_fp8_fp8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_16x16x128_fp8_bf8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_16x16x128_fp8_bf8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_16x16x128_bf8_fp8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_16x16x128_bf8_fp8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_16x16x128_bf8_bf8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_16x16x128_bf8_bf8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_32x32x64_fp8_fp8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x64_fp8_fp8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_32x32x64_fp8_bf8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x64_fp8_bf8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_32x32x64_bf8_fp8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x64_bf8_fp8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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template <WGAttrNumAccessEnum AttrNumAccess = WGAttrNumAccessEnum::Single>
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using WarpGemmMfma_f32_32x32x64_bf8_bf8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_f32_32x32x64_bf8_bf8<WGAttrCtlEnum::Default_>,
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AttrNumAccess>>;
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using WarpGemmMfma_f32_32x32x16_fp8_fp8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_fp8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_32x32x16_fp8_bf8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_32x32x16_fp8_bf8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_32x32x16_bf8_fp8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_fp8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_f32_32x32x16_bf8_bf8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_f32_32x32x16_bf8_bf8<WGAttrCtlEnum::Default_>>>;
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template <index_t swizzle_factor = 2>
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using WarpGemmMfmaFp8Fp8F32M32N32K16SwizzleBTransposedCDistribution =
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WarpGemmImpl<WarpGemmAttributeMfmaIterateKAndTransposedCDistribution_SwizzleB<
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WarpGemmAttributeMfmaImpl_f32_32x32x16_f8_base<fp8_t, fp8_t, WGAttrCtlEnum::Default_>,
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2,
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swizzle_factor>>;
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// int8
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using WarpGemmMfma_i32_32x32x16_i8_i8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_i32_32x32x16_i8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_i32_32x32x16_i8_i8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_i32_32x32x16_i8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_i32_16x16x32_i8_i8 = WarpGemmImpl<
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WarpGemmAttributeMfma<WarpGemmAttributeMfmaImpl_i32_16x16x32_i8<WGAttrCtlEnum::Default_>>>;
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using WarpGemmMfma_i32_16x16x32_i8_i8_CTransposed =
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WarpGemmImpl<WarpGemmAttributeMfmaTransposedCDistribution<
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WarpGemmAttributeMfmaImpl_i32_16x16x32_i8<WGAttrCtlEnum::Default_>>>;
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} // namespace ck_tile
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