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[CK_TILE] Add Various Fusion Functions to RMSNorm (#1802)

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* Add shortcut to RMSNorm

* Modify test for adding shortcut for RMSNorm

* Add fused parameter into tests

* 1. Add YDataType. 2. rmsnorm2d_fwd_traits_ from rmsnorm2d_fwd.hpp to rmsnorm2d_fwd_api.cpp and rmsnorm2d_fwd_instance_common.hpp

* 1. Supports various stride and percisions.

* Add support of Epilogue

* Add fuse and epilogue support to rmsnorm ref

* Modify rmsnorm example

* Refactor tests/examples

* Bug fix for newly added tests/examples

* Bug fix for new tests 2

* Modify smoke test scripts

remove dbg code

* Supports non-smooth dyanmic quant

* Update Rmsnorm2dFwd::GetName()

* rename xscale and prec_sx to smoothscale and prec_sm

Bug fix after rename

Remove files

* change example_rmsnorm2d_fwd.cpp

* update performance calculator

* Fix issue in two-pass when fuse add is enabled

* Remove comment of beta

---------

Co-authored-by: rocking <ChunYu.Lai@amd.com>
This commit is contained in:
ruanjm
2025-01-15 10:23:48 +08:00
committed by GitHub
parent c0b90f130f
commit 04dd314883
58 changed files with 1823 additions and 1045 deletions
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30
include/ck_tile/ops/smoothquant/kernel/smoothquant_kernel.hpp
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@@ -1,5 +1,5 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
@@ -11,11 +11,11 @@ namespace ck_tile {
// host side args
struct SmoothquantHostArgs
{
const void* p_x; // [m ,n], input, fp16/bf16
const void* p_xscale; // [1, n], input, columnwise scale, fp32
const void* p_x; // [m ,n], input, fp16/bf16
const void* p_smscale; // [1, n], input, columnwise scale, fp32
void* p_yscale; // [m, 1], output, rowwise quant scale (amax / 127) of (p_x * p_xscale)
void* p_qy; // [m, n], output, p_x * p_xscale / p_yscale
void* p_yscale; // [m, 1], output, rowwise quant scale (amax / 127) of (p_x * p_smscale)
void* p_qy; // [m, n], output, p_x * p_smscale / p_yscale
index_t m;
index_t n;
@@ -30,11 +30,11 @@ struct Smoothquant
using Pipeline = remove_cvref_t<Pipeline_>;
using Problem = typename Pipeline::Problem;
using XDataType = remove_cvref_t<typename Problem::XDataType>;
using XScaleDataType = remove_cvref_t<typename Problem::XScaleDataType>;
using ComputeDataType = remove_cvref_t<typename Problem::ComputeDataType>;
using YScaleDataType = remove_cvref_t<typename Problem::YScaleDataType>;
using QYDataType = remove_cvref_t<typename Problem::QYDataType>;
using XDataType = remove_cvref_t<typename Problem::XDataType>;
using SmoothScaleDataType = remove_cvref_t<typename Problem::SmoothScaleDataType>;
using ComputeDataType = remove_cvref_t<typename Problem::ComputeDataType>;
using YScaleDataType = remove_cvref_t<typename Problem::YScaleDataType>;
using QYDataType = remove_cvref_t<typename Problem::QYDataType>;
static constexpr index_t Block_M = Problem::BlockShape::Block_M;
static constexpr index_t Block_N = Problem::BlockShape::Block_N;
@@ -52,7 +52,7 @@ struct Smoothquant
struct Kargs
{
const void* p_x;
const void* p_xscale;
const void* p_smscale;
void* p_yscale;
void* p_qy;
@@ -67,7 +67,7 @@ struct Smoothquant
CK_TILE_HOST static constexpr Kargs MakeKargs(const Hargs& hargs)
{
return Kargs{hargs.p_x,
hargs.p_xscale,
hargs.p_smscale,
hargs.p_yscale,
hargs.p_qy,
hargs.m,
@@ -134,9 +134,9 @@ struct Smoothquant
tmp2_, make_tuple(number<Block_M>{}, number<Block_N>{}), {iM, 0});
}();
const auto xscale_window = [&]() {
const auto smscale_window = [&]() {
const auto tmp_ = make_naive_tensor_view<address_space_enum::global>(
static_cast<const XScaleDataType*>(kargs.p_xscale),
static_cast<const SmoothScaleDataType*>(kargs.p_smscale),
make_tuple(kargs.n),
make_tuple(1),
number<Vector_N>{},
@@ -177,7 +177,7 @@ struct Smoothquant
__shared__ char smem[GetSmemSize()];
Pipeline{}(x_window, xscale_window, yscale_window, qy_window, kargs.n, smem);
Pipeline{}(x_window, smscale_window, yscale_window, qy_window, kargs.n, smem);
}
};