ROCm/composable_kernel
1
0
Fork 0
mirror of https://github.com/ROCm/composable_kernel.git synced 2026-05-03 05:01:25 +00:00
Code Issues Packages Projects Releases Wiki Activity

Optimize grouped conv bwd weight for small M and N (#1303)

Browse Source 
* Optimize grouped conv bwd weight for small M and N

* Fixes
This commit is contained in:
Bartłomiej Kocot
2024-05-22 21:01:01 +02:00
committed by GitHub
parent 7b027d5643
commit fd72380aeb
18 changed files with 3219 additions and 383 deletions
Download Patch File Download Diff File Expand all files Collapse all files

1369
include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_bwd_weight_v3.hpp Normal file
View File

File diff suppressed because it is too large Load Diff

14
include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3.hpp
View File

@@ -1,5 +1,5 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
@@ -603,8 +603,8 @@ struct GridwiseGemm_xdl_cshuffle_v3
constexpr auto a_lds_block_desc_permuted = transform_tensor_descriptor(
a_lds_block_desc,
make_tuple(make_xor_transform(make_tuple(Number<MPerBlock / MLdsLayer>{},
Number<AK0Number * MLdsLayer>{})),
make_tuple(make_xor_with_modulo_transform(make_tuple(
Number<MPerBlock / MLdsLayer>{}, Number<AK0Number * MLdsLayer>{})),
make_pass_through_transform(AK1Number)),
make_tuple(Sequence<1, 0>{}, Sequence<2>{}),
make_tuple(Sequence<1, 0>{}, Sequence<2>{}));
@@ -669,7 +669,7 @@ struct GridwiseGemm_xdl_cshuffle_v3
make_tuple(
make_pass_through_transform(Number<KThreadWrite / kfold / KThreadReadPerm>{}),
make_pass_through_transform(Number<K0PerThreadWrite>{}),
make_xor_transform(
make_xor_with_modulo_transform(
make_tuple(Number<KThreadReadPerm * M1>{}, Number<kfold * M0 / mpair>{})),
make_pass_through_transform(Number<mpair>{}),
make_pass_through_transform(AK1Number)),
@@ -740,8 +740,8 @@ struct GridwiseGemm_xdl_cshuffle_v3
constexpr auto b_lds_block_desc_permuted = transform_tensor_descriptor(
b_lds_block_desc,
make_tuple(make_xor_transform(make_tuple(Number<NPerBlock / NLdsLayer>{},
Number<BK0Number * NLdsLayer>{})),
make_tuple(make_xor_with_modulo_transform(make_tuple(
Number<NPerBlock / NLdsLayer>{}, Number<BK0Number * NLdsLayer>{})),
make_pass_through_transform(BK1Number)),
make_tuple(Sequence<1, 0>{}, Sequence<2>{}),
make_tuple(Sequence<1, 0>{}, Sequence<2>{}));
@@ -803,7 +803,7 @@ struct GridwiseGemm_xdl_cshuffle_v3
make_tuple(
make_pass_through_transform(Number<KThreadWrite / kfold / KThreadReadPerm>{}),
make_pass_through_transform(Number<K0PerThreadWrite>{}),
make_xor_transform(
make_xor_with_modulo_transform(
make_tuple(Number<KThreadReadPerm * N1>{}, Number<kfold * N0 / npair>{})),
make_pass_through_transform(Number<npair>{}),
make_pass_through_transform(BK1Number)),

14
include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3_multi_abd.hpp
View File

@@ -1,5 +1,5 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
@@ -781,8 +781,8 @@ struct GridwiseGemm_xdl_cshuffle_v3
constexpr auto a_lds_block_desc_permuted = transform_tensor_descriptor(
a_lds_block_desc,
make_tuple(make_xor_transform(make_tuple(Number<MPerBlock / MLdsLayer>{},
Number<AK0Number * MLdsLayer>{})),
make_tuple(make_xor_with_modulo_transform(make_tuple(
Number<MPerBlock / MLdsLayer>{}, Number<AK0Number * MLdsLayer>{})),
make_pass_through_transform(AK1Number)),
make_tuple(Sequence<1, 0>{}, Sequence<2>{}),
make_tuple(Sequence<1, 0>{}, Sequence<2>{}));
@@ -847,7 +847,7 @@ struct GridwiseGemm_xdl_cshuffle_v3
make_tuple(
make_pass_through_transform(Number<KThreadWrite / kfold / KThreadReadPerm>{}),
make_pass_through_transform(Number<K0PerThreadWrite>{}),
make_xor_transform(
make_xor_with_modulo_transform(
make_tuple(Number<KThreadReadPerm * M1>{}, Number<kfold * M0 / mpair>{})),
make_pass_through_transform(Number<mpair>{}),
make_pass_through_transform(AK1Number)),
@@ -918,8 +918,8 @@ struct GridwiseGemm_xdl_cshuffle_v3
constexpr auto b_lds_block_desc_permuted = transform_tensor_descriptor(
b_lds_block_desc,
make_tuple(make_xor_transform(make_tuple(Number<NPerBlock / NLdsLayer>{},
Number<BK0Number * NLdsLayer>{})),
make_tuple(make_xor_with_modulo_transform(make_tuple(
Number<NPerBlock / NLdsLayer>{}, Number<BK0Number * NLdsLayer>{})),
make_pass_through_transform(BK1Number)),
make_tuple(Sequence<1, 0>{}, Sequence<2>{}),
make_tuple(Sequence<1, 0>{}, Sequence<2>{}));
@@ -981,7 +981,7 @@ struct GridwiseGemm_xdl_cshuffle_v3
make_tuple(
make_pass_through_transform(Number<KThreadWrite / kfold / KThreadReadPerm>{}),
make_pass_through_transform(Number<K0PerThreadWrite>{}),
make_xor_transform(
make_xor_with_modulo_transform(
make_tuple(Number<KThreadReadPerm * N1>{}, Number<kfold * N0 / npair>{})),
make_pass_through_transform(Number<npair>{}),
make_pass_through_transform(BK1Number)),