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[CK_TILE] Tensor-wise scaled quant gemm kernel (#2846)

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* rename gemm_group_quant to gemm_quant

* Add TensorWise quant mode

* Cshuffle epilogue tests with tensor scaling

* Add tensor quant to example

* Don't use readfirstlane for reading scales - doesn't work for some reason

* Add to changelog

* revert include - from a merge problem?

* revert common.hpp include

* revert host.hpp include

* remove unused utility function

* rename quant pipeline problem

* refactor quant tests

* remove aquant utils

* use TEST_F

* fix all tests by changing gemm config

* Use typed tests

* fix copyright
This commit is contained in:
Sami Remes
2025-09-20 02:52:35 +03:00
committed by GitHub
parent b765fe78f3
commit 4363a82bd6
39 changed files with 1555 additions and 1056 deletions
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21
include/ck_tile/ops/gemm_quant.hpp Normal file
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// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include "ck_tile/ops/gemm_quant/block/block_universal_gemm_as_aquant_bs_cr.hpp"
#include "ck_tile/ops/gemm_quant/block/block_universal_gemm_as_bs_bquant_cr.hpp"
#include "ck_tile/ops/gemm_quant/kernel/gemm_quant_kernel.hpp"
#include "ck_tile/ops/gemm_quant/kernel/grouped_gemm_quant_kernel.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/gemm_aquant_pipeline_ag_bg_cr_base.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/gemm_aquant_pipeline_ag_bg_cr_policy.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/gemm_aquant_pipeline_ag_bg_cr_v3.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/gemm_bquant_pipeline_ag_bg_cr_base.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/gemm_bquant_pipeline_ag_bg_cr_policy.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/gemm_bquant_pipeline_ag_bg_cr_v3.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/gemm_group_quant_utils.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/gemm_quant_pipeline_problem.hpp"
#include "ck_tile/ops/gemm_quant/pipeline/tile_gemm_quant_traits.hpp"
#include "ck_tile/ops/common/generic_2d_block_shape.hpp"
#include "ck_tile/ops/common/tensor_layout.hpp"
#include "ck_tile/ops/common/utils.hpp"