[CK_TILE] fused-moe first version (#1634)

* moe pipeline

* update code

* compile OK

* update

* update cpu reference

* update pipeline_gemm0

* compiler ok

* update pipeline

* rename to ex pipeline

* block-asm

* update

* update

* update first gemm ok

* compute correct

* update file structure

* update README

* update

* update

* update code

* update API

* return unsupport case

* add comment

* update readme

* update

* uncomment

* update

* fix build err

---------

Co-authored-by: valarLip <340077269@qq.com>
This commit is contained in:
carlushuang
2024-11-26 11:14:56 +08:00
committed by GitHub
parent 645fe812f6
commit 440e28b08f
66 changed files with 8066 additions and 308 deletions

View File

@@ -0,0 +1,615 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include "ck_tile/core.hpp"
#include "ck_tile/ops/gemm/warp/warp_gemm.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_uk_config.hpp"
namespace ck_tile {
// A async load to LDS, B direct to AGPR
// B matrix preshuffled in br*kr*w
// require 4 wave, occupancy=1c
// agpr useage:256
// vgpr usage:64(A local) + 64(acc) + 8(os_a) + 8(os_b) = 144 (rem:112)
//
// for this gemm, 4 16x16x16 transposed layout
// input A vpgpr layout
// v0-v15: [ 0:15](gemm_m)x128(gemm_k)
// v16-v31: [16:31](gemm_m)x128(gemm_k)
// input B vpgpr layout
// v0-v15: [ 0: 15](gemm_n)x128(gemm_k)
// v16-v31: [ 64: 79](gemm_n)x128(gemm_k)
// ......................
// v111-v127: [448:463](gemm_n)x128(gemm_k)
// output C vpgpr layout
// v0-v3 : [ 0:15](gemm_m)x[ 0: 15](gemm_n)
// v4-v7 : [16:31](gemm_m)x[ 0: 15](gemm_n)
// v8-v11: [ 0:15](gemm_m)x[64: 79](gemm_n)
// v12-v15: [16:31](gemm_m)x[64: 79](gemm_n)
// ......................
// v56-v59: [ 0:15](gemm_m)x[448:463](gemm_n)
// v60-v63: [16:31](gemm_m)x[448:463](gemm_n)
struct Flatmm_32x512x128_1x4x1_16x16x32_Base // for f16/bf16
{
static constexpr index_t Block_M = 32;
static constexpr index_t Block_N = 512;
static constexpr index_t Block_K = 128;
static constexpr index_t WarpPerBlock_M = 1;
static constexpr index_t WarpPerBlock_N = 4;
static constexpr index_t WarpPerBlock_K = 1;
static constexpr index_t NumWarps = 4;
static constexpr index_t Warp_M = 16;
static constexpr index_t Warp_N = 16;
static constexpr index_t Warp_K = 32; // 16 * SubKPacks
static constexpr index_t BlockSize = 256;
static constexpr index_t SubKPacks = 2; // this is used to gurantee every threads can do dwordx4
// TODO: note Nr/Kr/W need consider SubKPacks
static constexpr index_t Block_W = Warp_N * Warp_K; // 512 element
static constexpr index_t Block_Nr = Block_N / Warp_N; // 32 element, 4 per wave
static constexpr index_t Block_Kr = Block_K / Warp_K; // 4
static constexpr index_t Repeat_M = Block_M / (Warp_M * WarpPerBlock_M); // 2
static constexpr index_t Repeat_N = Block_N / (Warp_N * WarpPerBlock_N); // 8
static constexpr index_t Repeat_K = Block_K / (Warp_K * WarpPerBlock_K); // 8/2=4
static CK_TILE_DEVICE constexpr auto MakeCBlockDist()
{
constexpr auto c_block_outer_dstr_encoding = tile_distribution_encoding<
sequence<>,
tuple<sequence<Repeat_M, WarpPerBlock_M>, sequence<Repeat_N, WarpPerBlock_N>>,
tuple<sequence<1, 2>>,
tuple<sequence<1, 1>>,
sequence<2, 1>, // !! note here is different
sequence<0, 0>>{};
using WG = WarpGemmMfmaF16F16F32M16N16K32TransposedCDistribution;
constexpr auto c_block_dstr_encode = detail::make_embed_tile_distribution_encoding(
c_block_outer_dstr_encoding, typename WG::CWarpDstrEncoding{});
constexpr auto c_block_dstr = make_static_tile_distribution(c_block_dstr_encode);
return c_block_dstr;
}
static CK_TILE_DEVICE constexpr auto MakeCBlockTile()
{
using CDataType = float;
constexpr auto c_block_dstr = MakeCBlockDist();
auto c_block_tensor = make_static_distributed_tensor<CDataType>(c_block_dstr);
return c_block_tensor;
}
CK_TILE_HOST_DEVICE static constexpr auto MakeLdsStoreDesc_A()
{
// A async->LDS
// constexpr index_t Block_M = Problem::BlockShape::Block_M0;
// constexpr index_t Block_K = Problem::BlockShape::Block_K0;
// constexpr index_t BlockSize = Problem::BlockShape::BlockSize;
constexpr index_t warpSize = ck_tile::get_warp_size();
// constexpr index_t NumWarps = Problem::BlockShape::NumWarps;
constexpr index_t KPack_ = 8; // GetSmemKPack_A<Problem>(); // LDS
constexpr index_t KVector = 2; // GetAlignment_A<Problem>(); // async copy 1 dword
constexpr index_t KPad = KPack_; // pad between warps
static_assert(Block_K % KVector == 0);
constexpr index_t LanesPerK = Block_K / KVector; // how many thread loading K
if constexpr(LanesPerK >= warpSize)
{
// need multiple waves to load K
static_assert(LanesPerK % warpSize == 0);
constexpr index_t wavesPerK = LanesPerK / warpSize;
if constexpr(wavesPerK > NumWarps)
{
// TODO: need multiple issues along K to load all data
}
else
{
constexpr index_t wavesPerM = NumWarps / wavesPerK;
constexpr index_t NumIssues = Block_M / wavesPerM;
constexpr auto lds_block_desc_0 = make_naive_tensor_descriptor(
make_tuple(number<NumIssues>{}, // m0
number<wavesPerM>{}, // m1
number<wavesPerK>{}, // k0
number<warpSize>{}, // k1
number<KVector>{}), // k2
make_tuple(number<NumWarps*(warpSize * KVector + KPad)>{}, // m0
number<wavesPerK*(warpSize * KVector + KPad)>{}, // m1
number<warpSize * KVector + KPad>{}, // k0
number<KVector>{}, // k1
number<1>{}), // k2
number<KVector>{}, // lds store vector(actually no explicit store)
number<1>{});
constexpr auto lds_block_desc_issues_warps_lanes = transform_tensor_descriptor(
lds_block_desc_0,
make_tuple(
make_pass_through_transform(number<NumIssues>{}),
make_merge_transform(make_tuple(number<wavesPerM>{}, number<wavesPerK>{})),
make_merge_transform(make_tuple(number<warpSize>{}, number<KVector>{}))),
make_tuple(sequence<0>{}, sequence<1, 2>{}, sequence<3, 4>{}),
make_tuple(sequence<0>{}, sequence<1>{}, sequence<2>{}));
return lds_block_desc_issues_warps_lanes;
}
}
else
{
// lanes within a wave load different M but same K
static_assert(warpSize % LanesPerK == 0);
constexpr index_t LaneGroups = warpSize / LanesPerK; // along m
constexpr index_t NumIssues = Block_M / (LaneGroups * NumWarps);
constexpr auto lds_block_desc_0 = make_naive_tensor_descriptor(
make_tuple(number<NumIssues>{}, // m0
number<LaneGroups>{}, // m1
number<NumWarps>{}, // m2
number<LanesPerK>{}, // k0
number<KVector>{}), // k1
make_tuple(number<NumWarps*(warpSize * KVector + KPad)>{}, // m0
number<Block_K>{}, // m1
number<warpSize * KVector + KPad>{}, // m2
number<KVector>{}, // k0
number<1>{}), // k1
number<KVector>{}, // lds store vector(actually no explicit store)
number<1>{});
constexpr auto lds_block_desc_issues_warps_lanes = transform_tensor_descriptor(
lds_block_desc_0,
make_tuple(make_pass_through_transform(number<NumIssues>{}),
make_pass_through_transform(number<NumWarps>{}),
make_merge_transform(make_tuple(
number<LaneGroups>{}, number<LanesPerK>{}, number<KVector>{}))),
make_tuple(sequence<0>{}, sequence<2>{}, sequence<1, 3, 4>{}),
make_tuple(sequence<0>{}, sequence<1>{}, sequence<2>{}));
return lds_block_desc_issues_warps_lanes;
}
}
// template <typename Problem>
CK_TILE_HOST_DEVICE static constexpr auto MakeLdsLoadDesc_A()
{
// load from LDS to register, every wave has same layout
constexpr index_t KPack_ = 8; // GetSmemKPack_A<Problem>(); // LDS
constexpr index_t KPad = KPack_; // pad between warps
constexpr index_t kAMLane = 16;
constexpr index_t kABKLane = 4;
constexpr index_t kABKPerLane = 4;
constexpr index_t kKIter = 2;
static_assert(KPack_ == (kABKPerLane * kKIter));
constexpr auto lds_block_desc_0 =
make_naive_tensor_descriptor(make_tuple(number<Repeat_M>{}, // m0 y
number<kAMLane>{}, // m1 p
number<Repeat_K>{}, // k0 y
number<kABKLane>{}, // k1 p
number<KPack_>{}), // k2 y-vector
make_tuple(number<kAMLane*(Block_K + KPad)>{}, // m0
number<Block_K + KPad>{}, // m1
number<kABKLane * KPack_>{}, // k0
number<KPack_>{}, // k1
number<1>{}), // k2
number<KPack_>{}, // lds load vector
number<1>{});
constexpr auto lds_desc_m_k = transform_tensor_descriptor(
lds_block_desc_0,
make_tuple(make_merge_transform(make_tuple(number<Repeat_M>{}, number<kAMLane>{})),
make_merge_transform(
make_tuple(number<Repeat_K>{}, number<kABKLane>{}, number<KPack_>{}))),
make_tuple(sequence<0, 1>{}, sequence<2, 3, 4>{}),
make_tuple(sequence<0>{}, sequence<1>{}));
return lds_desc_m_k;
}
static constexpr auto GetGemm_AWarpEnc()
{
constexpr index_t kAMLane = 16;
constexpr index_t kABKLane = 4;
constexpr index_t kABKPerLane = 4;
constexpr index_t kKIter = 2;
using enc_ = tile_distribution_encoding<
sequence<>,
tuple<sequence<kAMLane>, sequence<kABKLane, kABKPerLane * kKIter>>,
tuple<sequence<2, 1>>,
tuple<sequence<0, 0>>,
sequence<2>,
sequence<1>>;
return enc_{};
}
CK_TILE_HOST_DEVICE static constexpr ck_tile::index_t GetSmemSize()
{
return 32 * (128 + 8) * sizeof(bf16_t);
}
};
struct Flatmm_32x512x128_1x4x1_16x16x32_BF16 : public Flatmm_32x512x128_1x4x1_16x16x32_Base
{
using ADataType = bf16_t;
using BDataType = bf16_t;
// TODO: need paired with tile_window_linear!
// TODO: need call init_raw() before call this function!
template <typename ARes, typename ACoords, typename BRes, typename BCoords>
CK_TILE_DEVICE auto
operator()(const ARes& res_a,
const ACoords& cached_coords_a,
const BRes& res_b,
const BCoords& cached_coords_b,
CK_TILE_LDS_ADDR void* smem,
index_t k,
index_t tile_offset_a, // for each tile, the offset to move for each unroll
index_t tile_offset_b) // for each tile, the offset to move for each unroll
{
static_assert(ACoords::size() == Block_M * Block_K / BlockSize / 2 /*2x per dword*/); // 8
static_assert(BCoords::size() == Repeat_N);
auto a_sst = make_tile_window(
make_tensor_view<address_space_enum::lds>(
reinterpret_cast<CK_TILE_LDS_ADDR ADataType*>(smem), MakeLdsStoreDesc_A()),
MakeLdsStoreDesc_A().get_lengths(),
{0, 0, 0});
auto a_sld = [&]() {
constexpr auto a_warp_enc_ = GetGemm_AWarpEnc();
constexpr auto a_outer_dstr_enc = tile_distribution_encoding<
sequence<WarpPerBlock_N>,
tuple<sequence<Repeat_M, WarpPerBlock_M>, sequence<Repeat_K>>,
tuple<sequence<1, 0>>,
tuple<sequence<1, 0>>,
sequence<1, 2>,
sequence<0, 0>>{};
constexpr auto a_block_dstr_encode =
detail::make_embed_tile_distribution_encoding(a_outer_dstr_enc, a_warp_enc_);
return make_tile_window_linear(
make_tensor_view<address_space_enum::lds>(
reinterpret_cast<CK_TILE_LDS_ADDR ADataType*>(smem), MakeLdsLoadDesc_A()),
MakeLdsLoadDesc_A().get_lengths(),
{0, 0},
make_static_tile_distribution(a_block_dstr_encode));
}();
const index_t tile_offset_a_bytes = tile_offset_a * sizeof(ADataType);
const index_t tile_offset_b_bytes = tile_offset_b * sizeof(BDataType);
const auto [m0_init_value, size_per_issue] = get_async_store_smem_info(a_sst);
constexpr auto smem_buf_size =
MakeLdsLoadDesc_A().get_element_space_size() * sizeof(ADataType);
static_assert(a_sld.get_num_of_access() == 8);
constexpr auto sld_os = generate_tuple(
[&](auto i_access) {
return number<a_sld.get_bottom_linear_offset(i_access) * sizeof(ADataType)>{};
},
number<a_sld.get_num_of_access()>{});
index_t loop_cnt = k / Block_K;
// this is the acc thread buffer
fp32x4_t v_acc[16]{.0f};
// B nr->kr
#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Winline-asm"
// clang-format off
asm volatile(
#define CK_TILE_FLATMM_UK_MFMA CK_TILE_FLATMM_UK_MFMA_BF16
#include "uk/flatmm_uk_gfx9_32x512x128_1x1x1_16x16x16.inc"
#undef CK_TILE_FLATMM_UK_MFMA
: [s_loop_cnt]"+s"(loop_cnt),
[v_acc_0]"+v"(v_acc[0]),
[v_acc_1]"+v"(v_acc[1]),
[v_acc_2]"+v"(v_acc[2]),
[v_acc_3]"+v"(v_acc[3]),
[v_acc_4]"+v"(v_acc[4]),
[v_acc_5]"+v"(v_acc[5]),
[v_acc_6]"+v"(v_acc[6]),
[v_acc_7]"+v"(v_acc[7]),
[v_acc_8]"+v"(v_acc[8]),
[v_acc_9]"+v"(v_acc[9]),
[v_acc_10]"+v"(v_acc[10]),
[v_acc_11]"+v"(v_acc[11]),
[v_acc_12]"+v"(v_acc[12]),
[v_acc_13]"+v"(v_acc[13]),
[v_acc_14]"+v"(v_acc[14]),
[v_acc_15]"+v"(v_acc[15]),
[s_mem_]"+r"(smem)
: [s_res_a0]"s"(res_a[0]),
[s_res_a1]"s"(res_a[1]),
[s_res_a2]"s"(res_a[2]),
[s_res_a3]"s"(res_a[3]),
[s_res_b0]"s"(res_b[0]),
[s_res_b1]"s"(res_b[1]),
[s_res_b2]"s"(res_b[2]),
[s_res_b3]"s"(res_b[3]),
[v_os_a0]"v"(static_cast<index_t>(cached_coords_a[number<0>{}] * sizeof(ADataType))),
[v_os_a1]"v"(static_cast<index_t>(cached_coords_a[number<1>{}] * sizeof(ADataType))),
[v_os_a2]"v"(static_cast<index_t>(cached_coords_a[number<2>{}] * sizeof(ADataType))),
[v_os_a3]"v"(static_cast<index_t>(cached_coords_a[number<3>{}] * sizeof(ADataType))),
[v_os_a4]"v"(static_cast<index_t>(cached_coords_a[number<4>{}] * sizeof(ADataType))),
[v_os_a5]"v"(static_cast<index_t>(cached_coords_a[number<5>{}] * sizeof(ADataType))),
[v_os_a6]"v"(static_cast<index_t>(cached_coords_a[number<6>{}] * sizeof(ADataType))),
[v_os_a7]"v"(static_cast<index_t>(cached_coords_a[number<7>{}] * sizeof(ADataType))),
[v_os_b0]"v"(static_cast<index_t>(cached_coords_b[number<0>{}] * sizeof(BDataType))),
[v_os_b1]"v"(static_cast<index_t>(cached_coords_b[number<1>{}] * sizeof(BDataType))),
[v_os_b2]"v"(static_cast<index_t>(cached_coords_b[number<2>{}] * sizeof(BDataType))),
[v_os_b3]"v"(static_cast<index_t>(cached_coords_b[number<3>{}] * sizeof(BDataType))),
[v_os_b4]"v"(static_cast<index_t>(cached_coords_b[number<4>{}] * sizeof(BDataType))),
[v_os_b5]"v"(static_cast<index_t>(cached_coords_b[number<5>{}] * sizeof(BDataType))),
[v_os_b6]"v"(static_cast<index_t>(cached_coords_b[number<6>{}] * sizeof(BDataType))),
[v_os_b7]"v"(static_cast<index_t>(cached_coords_b[number<7>{}] * sizeof(BDataType))),
[v_os_slda]"v"(static_cast<index_t>(a_sld.cached_coords_[number<0>{}].get_offset() * sizeof(ADataType))),
[s_m0_init]"s"(m0_init_value),
[s_size_per_issue]"s"(size_per_issue),
[smem_sz]"n"(smem_buf_size), //(smem_buf_size),
[sld_os_0]"n"(sld_os[number<0>{}].value),
[sld_os_1]"n"(sld_os[number<1>{}].value),
[sld_os_2]"n"(sld_os[number<2>{}].value),
[sld_os_3]"n"(sld_os[number<3>{}].value),
[sld_os_4]"n"(sld_os[number<4>{}].value),
[sld_os_5]"n"(sld_os[number<5>{}].value),
[sld_os_6]"n"(sld_os[number<6>{}].value),
[sld_os_7]"n"(sld_os[number<7>{}].value),
[s_tile_os_a]"s"(tile_offset_a_bytes),
[s_tile_os_b]"s"(tile_offset_b_bytes)
: "memory", "a0", "a1", "a2", "a3", "a4", "a5", "a6", "a7", "a8", "a9",
"a10", "a11", "a12", "a13", "a14", "a15", "a16", "a17", "a18", "a19",
"a20", "a21", "a22", "a23", "a24", "a25", "a26", "a27", "a28", "a29",
"a30", "a31", "a32", "a33", "a34", "a35", "a36", "a37", "a38", "a39",
"a40", "a41", "a42", "a43", "a44", "a45", "a46", "a47", "a48", "a49",
"a50", "a51", "a52", "a53", "a54", "a55", "a56", "a57", "a58", "a59",
"a60", "a61", "a62", "a63", "a64", "a65", "a66", "a67", "a68", "a69",
"a70", "a71", "a72", "a73", "a74", "a75", "a76", "a77", "a78", "a79",
"a80", "a81", "a82", "a83", "a84", "a85", "a86", "a87", "a88", "a89",
"a90", "a91", "a92", "a93", "a94", "a95", "a96", "a97", "a98", "a99",
"a100", "a101", "a102", "a103", "a104", "a105", "a106", "a107",
"a108", "a109", "a110", "a111", "a112", "a113", "a114", "a115",
"a116", "a117", "a118", "a119", "a120", "a121", "a122", "a123",
"a124", "a125", "a126", "a127", "a128", "a129", "a130", "a131",
"a132", "a133", "a134", "a135", "a136", "a137", "a138", "a139",
"a140", "a141", "a142", "a143", "a144", "a145", "a146", "a147",
"a148", "a149", "a150", "a151", "a152", "a153", "a154", "a155",
"a156", "a157", "a158", "a159", "a160", "a161", "a162", "a163",
"a164", "a165", "a166", "a167", "a168", "a169", "a170", "a171",
"a172", "a173", "a174", "a175", "a176", "a177", "a178", "a179",
"a180", "a181", "a182", "a183", "a184", "a185", "a186", "a187",
"a188", "a189", "a190", "a191", "a192", "a193", "a194", "a195",
"a196", "a197", "a198", "a199", "a200", "a201", "a202", "a203",
"a204", "a205", "a206", "a207", "a208", "a209", "a210", "a211",
"a212", "a213", "a214", "a215", "a216", "a217", "a218", "a219",
"a220", "a221", "a222", "a223", "a224", "a225", "a226", "a227",
"a228", "a229", "a230", "a231", "a232", "a233", "a234", "a235",
"a236", "a237", "a238", "a239", "a240", "a241", "a242", "a243",
"a244", "a245", "a246", "a247", "a248", "a249", "a250", "a251",
"a252", "a253", "a254", "a255",
"s16", "s17", "s18", "s19", "s20", "s21", "s22", "s23",
"s86", // s86 as tmp
"v64", "v65", "v66", "v67", "v68", "v69",
"v70", "v71", "v72", "v73", "v74", "v75", "v76", "v77", "v78", "v79",
"v80", "v81", "v82", "v83", "v84", "v85", "v86", "v87", "v88", "v89",
"v90", "v91", "v92", "v93", "v94", "v95", "v96", "v97", "v98", "v99",
"v100", "v101", "v102", "v103", "v104", "v105", "v106", "v107",
"v108", "v109", "v110", "v111", "v112", "v113", "v114", "v115",
"v116", "v117", "v118", "v119", "v120", "v121", "v122", "v123",
"v124", "v125", "v126", "v127"
);
// clang-format on
#pragma clang diagnostic pop
// return local scratch
auto c = MakeCBlockTile();
for(auto i = 0; i < 16; i++)
{
c.get_thread_buffer()[4 * i + 0] = v_acc[i].x;
c.get_thread_buffer()[4 * i + 1] = v_acc[i].y;
c.get_thread_buffer()[4 * i + 2] = v_acc[i].z;
c.get_thread_buffer()[4 * i + 3] = v_acc[i].w;
}
return c;
}
};
struct Flatmm_32x512x128_1x4x1_16x16x32_FP16 : public Flatmm_32x512x128_1x4x1_16x16x32_Base
{
using ADataType = fp16_t;
using BDataType = fp16_t;
// TODO: need paired with tile_window_linear!
// TODO: need call init_raw() before call this function!
template <typename ARes, typename ACoords, typename BRes, typename BCoords>
CK_TILE_DEVICE auto
operator()(const ARes& res_a,
const ACoords& cached_coords_a,
const BRes& res_b,
const BCoords& cached_coords_b,
CK_TILE_LDS_ADDR void* smem,
index_t k,
index_t tile_offset_a, // for each tile, the offset to move for each unroll
index_t tile_offset_b) // for each tile, the offset to move for each unroll
{
static_assert(ACoords::size() == Block_M * Block_K / BlockSize / 2 /*2x per dword*/); // 8
static_assert(BCoords::size() == Repeat_N);
auto a_sst = make_tile_window(
make_tensor_view<address_space_enum::lds>(
reinterpret_cast<CK_TILE_LDS_ADDR ADataType*>(smem), MakeLdsStoreDesc_A()),
MakeLdsStoreDesc_A().get_lengths(),
{0, 0, 0});
auto a_sld = [&]() {
constexpr auto a_warp_enc_ = GetGemm_AWarpEnc();
constexpr auto a_outer_dstr_enc = tile_distribution_encoding<
sequence<WarpPerBlock_N>,
tuple<sequence<Repeat_M, WarpPerBlock_M>, sequence<Repeat_K>>,
tuple<sequence<1, 0>>,
tuple<sequence<1, 0>>,
sequence<1, 2>,
sequence<0, 0>>{};
constexpr auto a_block_dstr_encode =
detail::make_embed_tile_distribution_encoding(a_outer_dstr_enc, a_warp_enc_);
return make_tile_window_linear(
make_tensor_view<address_space_enum::lds>(
reinterpret_cast<CK_TILE_LDS_ADDR ADataType*>(smem), MakeLdsLoadDesc_A()),
MakeLdsLoadDesc_A().get_lengths(),
{0, 0},
make_static_tile_distribution(a_block_dstr_encode));
}();
const index_t tile_offset_a_bytes = tile_offset_a * sizeof(ADataType);
const index_t tile_offset_b_bytes = tile_offset_b * sizeof(BDataType);
const auto [m0_init_value, size_per_issue] = get_async_store_smem_info(a_sst);
constexpr auto smem_buf_size =
MakeLdsLoadDesc_A().get_element_space_size() * sizeof(ADataType);
static_assert(a_sld.get_num_of_access() == 8);
constexpr auto sld_os = generate_tuple(
[&](auto i_access) {
return number<a_sld.get_bottom_linear_offset(i_access) * sizeof(ADataType)>{};
},
number<a_sld.get_num_of_access()>{});
index_t loop_cnt = k / Block_K;
// this is the acc thread buffer
fp32x4_t v_acc[16]{.0f};
// B nr->kr
#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Winline-asm"
// clang-format off
asm volatile(
#define CK_TILE_FLATMM_UK_MFMA CK_TILE_FLATMM_UK_MFMA_FP16
#include "uk/flatmm_uk_gfx9_32x512x128_1x1x1_16x16x16.inc"
#undef CK_TILE_FLATMM_UK_MFMA
: [s_loop_cnt]"+s"(loop_cnt),
[v_acc_0]"+v"(v_acc[0]),
[v_acc_1]"+v"(v_acc[1]),
[v_acc_2]"+v"(v_acc[2]),
[v_acc_3]"+v"(v_acc[3]),
[v_acc_4]"+v"(v_acc[4]),
[v_acc_5]"+v"(v_acc[5]),
[v_acc_6]"+v"(v_acc[6]),
[v_acc_7]"+v"(v_acc[7]),
[v_acc_8]"+v"(v_acc[8]),
[v_acc_9]"+v"(v_acc[9]),
[v_acc_10]"+v"(v_acc[10]),
[v_acc_11]"+v"(v_acc[11]),
[v_acc_12]"+v"(v_acc[12]),
[v_acc_13]"+v"(v_acc[13]),
[v_acc_14]"+v"(v_acc[14]),
[v_acc_15]"+v"(v_acc[15]),
[s_mem_]"+r"(smem)
: [s_res_a0]"s"(res_a[0]),
[s_res_a1]"s"(res_a[1]),
[s_res_a2]"s"(res_a[2]),
[s_res_a3]"s"(res_a[3]),
[s_res_b0]"s"(res_b[0]),
[s_res_b1]"s"(res_b[1]),
[s_res_b2]"s"(res_b[2]),
[s_res_b3]"s"(res_b[3]),
[v_os_a0]"v"(static_cast<index_t>(cached_coords_a[number<0>{}] * sizeof(ADataType))),
[v_os_a1]"v"(static_cast<index_t>(cached_coords_a[number<1>{}] * sizeof(ADataType))),
[v_os_a2]"v"(static_cast<index_t>(cached_coords_a[number<2>{}] * sizeof(ADataType))),
[v_os_a3]"v"(static_cast<index_t>(cached_coords_a[number<3>{}] * sizeof(ADataType))),
[v_os_a4]"v"(static_cast<index_t>(cached_coords_a[number<4>{}] * sizeof(ADataType))),
[v_os_a5]"v"(static_cast<index_t>(cached_coords_a[number<5>{}] * sizeof(ADataType))),
[v_os_a6]"v"(static_cast<index_t>(cached_coords_a[number<6>{}] * sizeof(ADataType))),
[v_os_a7]"v"(static_cast<index_t>(cached_coords_a[number<7>{}] * sizeof(ADataType))),
[v_os_b0]"v"(static_cast<index_t>(cached_coords_b[number<0>{}] * sizeof(BDataType))),
[v_os_b1]"v"(static_cast<index_t>(cached_coords_b[number<1>{}] * sizeof(BDataType))),
[v_os_b2]"v"(static_cast<index_t>(cached_coords_b[number<2>{}] * sizeof(BDataType))),
[v_os_b3]"v"(static_cast<index_t>(cached_coords_b[number<3>{}] * sizeof(BDataType))),
[v_os_b4]"v"(static_cast<index_t>(cached_coords_b[number<4>{}] * sizeof(BDataType))),
[v_os_b5]"v"(static_cast<index_t>(cached_coords_b[number<5>{}] * sizeof(BDataType))),
[v_os_b6]"v"(static_cast<index_t>(cached_coords_b[number<6>{}] * sizeof(BDataType))),
[v_os_b7]"v"(static_cast<index_t>(cached_coords_b[number<7>{}] * sizeof(BDataType))),
[v_os_slda]"v"(static_cast<index_t>(a_sld.cached_coords_[number<0>{}].get_offset() * sizeof(ADataType))),
[s_m0_init]"s"(m0_init_value),
[s_size_per_issue]"s"(size_per_issue),
[smem_sz]"n"(smem_buf_size), //(smem_buf_size),
[sld_os_0]"n"(sld_os[number<0>{}].value),
[sld_os_1]"n"(sld_os[number<1>{}].value),
[sld_os_2]"n"(sld_os[number<2>{}].value),
[sld_os_3]"n"(sld_os[number<3>{}].value),
[sld_os_4]"n"(sld_os[number<4>{}].value),
[sld_os_5]"n"(sld_os[number<5>{}].value),
[sld_os_6]"n"(sld_os[number<6>{}].value),
[sld_os_7]"n"(sld_os[number<7>{}].value),
[s_tile_os_a]"s"(tile_offset_a_bytes),
[s_tile_os_b]"s"(tile_offset_b_bytes)
: "memory", "a0", "a1", "a2", "a3", "a4", "a5", "a6", "a7", "a8", "a9",
"a10", "a11", "a12", "a13", "a14", "a15", "a16", "a17", "a18", "a19",
"a20", "a21", "a22", "a23", "a24", "a25", "a26", "a27", "a28", "a29",
"a30", "a31", "a32", "a33", "a34", "a35", "a36", "a37", "a38", "a39",
"a40", "a41", "a42", "a43", "a44", "a45", "a46", "a47", "a48", "a49",
"a50", "a51", "a52", "a53", "a54", "a55", "a56", "a57", "a58", "a59",
"a60", "a61", "a62", "a63", "a64", "a65", "a66", "a67", "a68", "a69",
"a70", "a71", "a72", "a73", "a74", "a75", "a76", "a77", "a78", "a79",
"a80", "a81", "a82", "a83", "a84", "a85", "a86", "a87", "a88", "a89",
"a90", "a91", "a92", "a93", "a94", "a95", "a96", "a97", "a98", "a99",
"a100", "a101", "a102", "a103", "a104", "a105", "a106", "a107",
"a108", "a109", "a110", "a111", "a112", "a113", "a114", "a115",
"a116", "a117", "a118", "a119", "a120", "a121", "a122", "a123",
"a124", "a125", "a126", "a127", "a128", "a129", "a130", "a131",
"a132", "a133", "a134", "a135", "a136", "a137", "a138", "a139",
"a140", "a141", "a142", "a143", "a144", "a145", "a146", "a147",
"a148", "a149", "a150", "a151", "a152", "a153", "a154", "a155",
"a156", "a157", "a158", "a159", "a160", "a161", "a162", "a163",
"a164", "a165", "a166", "a167", "a168", "a169", "a170", "a171",
"a172", "a173", "a174", "a175", "a176", "a177", "a178", "a179",
"a180", "a181", "a182", "a183", "a184", "a185", "a186", "a187",
"a188", "a189", "a190", "a191", "a192", "a193", "a194", "a195",
"a196", "a197", "a198", "a199", "a200", "a201", "a202", "a203",
"a204", "a205", "a206", "a207", "a208", "a209", "a210", "a211",
"a212", "a213", "a214", "a215", "a216", "a217", "a218", "a219",
"a220", "a221", "a222", "a223", "a224", "a225", "a226", "a227",
"a228", "a229", "a230", "a231", "a232", "a233", "a234", "a235",
"a236", "a237", "a238", "a239", "a240", "a241", "a242", "a243",
"a244", "a245", "a246", "a247", "a248", "a249", "a250", "a251",
"a252", "a253", "a254", "a255",
"s16", "s17", "s18", "s19", "s20", "s21", "s22", "s23",
"s86", // s86 as tmp
"v64", "v65", "v66", "v67", "v68", "v69",
"v70", "v71", "v72", "v73", "v74", "v75", "v76", "v77", "v78", "v79",
"v80", "v81", "v82", "v83", "v84", "v85", "v86", "v87", "v88", "v89",
"v90", "v91", "v92", "v93", "v94", "v95", "v96", "v97", "v98", "v99",
"v100", "v101", "v102", "v103", "v104", "v105", "v106", "v107",
"v108", "v109", "v110", "v111", "v112", "v113", "v114", "v115",
"v116", "v117", "v118", "v119", "v120", "v121", "v122", "v123",
"v124", "v125", "v126", "v127"
);
// clang-format on
#pragma clang diagnostic pop
// return local scratch
auto c = MakeCBlockTile();
for(auto i = 0; i < 16; i++)
{
c.get_thread_buffer()[4 * i + 0] = v_acc[i].x;
c.get_thread_buffer()[4 * i + 1] = v_acc[i].y;
c.get_thread_buffer()[4 * i + 2] = v_acc[i].z;
c.get_thread_buffer()[4 * i + 3] = v_acc[i].w;
}
return c;
}
};
} // namespace ck_tile

View File

@@ -0,0 +1,562 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include "ck_tile/core.hpp"
#include "ck_tile/ops/gemm/warp/warp_gemm.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_uk_config.hpp"
namespace ck_tile {
// "S"tream update output along "N"
// A in smem, B load from global
// require 4 wave, occupancy=1c
struct FlatmmSn_32x128x512_1x4x1_16x16x32_Base
{
static constexpr index_t Block_M = 32;
static constexpr index_t Block_N = 128;
static constexpr index_t Block_K = 512;
static constexpr index_t WarpPerBlock_M = 1;
static constexpr index_t WarpPerBlock_N = 4;
static constexpr index_t WarpPerBlock_K = 1;
static constexpr index_t Warp_M = 16;
static constexpr index_t Warp_N = 16;
static constexpr index_t Warp_K = 32;
static constexpr index_t BlockSize = 256;
// static constexpr index_t KPack = 2; // this is used to gurantee every threads can do dwordx4
// TODO: note Nr/Kr/W need consider KPack
static constexpr index_t Block_W = Warp_N * Warp_K; // 512 element
static constexpr index_t Block_Nr = Block_N / Warp_N; // 32 element, 4 per wave
static constexpr index_t Block_Kr = Block_K / Warp_K; // 4
static constexpr index_t Repeat_M = Block_M / (Warp_M * WarpPerBlock_M); // 2
static constexpr index_t Repeat_N = Block_N / (Warp_N * WarpPerBlock_N); // 2
static constexpr index_t Repeat_K = Block_K / (Warp_K * WarpPerBlock_K); // 16
static CK_TILE_DEVICE constexpr auto MakeCBlockDist()
{
constexpr auto c_block_outer_dstr_encoding = tile_distribution_encoding<
sequence<>,
tuple<sequence<Repeat_M, WarpPerBlock_M>, sequence<Repeat_N, WarpPerBlock_N>>,
tuple<sequence<1, 2>>,
tuple<sequence<1, 1>>,
sequence<2, 1>, // !! note here is different
sequence<0, 0>>{};
using WG = WarpGemmMfmaF16F16F32M16N16K32TransposedCDistribution;
constexpr auto c_block_dstr_encode = detail::make_embed_tile_distribution_encoding(
c_block_outer_dstr_encoding, typename WG::CWarpDstrEncoding{});
constexpr auto c_block_dstr = make_static_tile_distribution(c_block_dstr_encode);
return c_block_dstr;
}
CK_TILE_HOST_DEVICE static constexpr ck_tile::index_t GetSmemSize()
{
// y y p p p y
// reg before shfl M0(2)*N0(2)*Nl(4)*Nw(4)*Mw(16)*Nv(4)
// but order is N0*M0*Nv
// in LDS we need store as
// M0(2)* N0(2) * Nl(4) * Nw(4) * (Mw(16)*Nv(4) + 4)
// y y wave-id lid/16 lid%16 v
return 2 * 2 * 4 * 4 * (16 * 4 + 4) * sizeof(bf16_t);
}
};
struct FlatmmSn_32x128x512_1x4x1_16x16x32_BF16 : public FlatmmSn_32x128x512_1x4x1_16x16x32_Base
{
using BDataType = bf16_t;
using ODataType = bf16_t;
// TODO: need paired with tile_window_linear!
// TODO: need call init_raw() before call this function!
// template <typename AWindow, typename BWindow, typename OWindow, typename ScaleTensor>
template <typename BRes,
typename BCoords,
typename ORes,
typename OCoords,
typename OFlags,
typename ScaleTensor>
CK_TILE_DEVICE auto
operator()(const BRes& res_b,
const BCoords& cached_coords_b,
const ORes& res_o,
const OCoords& cached_coords_o,
const OFlags& o_flags, // this should be in sgpr
CK_TILE_LDS_ADDR void* smem,
index_t n, // loop along n dim
const ScaleTensor& scale_,
index_t tile_offset_b, // stride b is fixed to blockKr * blockW, but still can adjust
index_t tile_offset_o)
{
static_assert(BCoords::size() == 8); // 8
static_assert(OCoords::size() == 8);
const index_t tile_stride_b_bytes = tile_offset_b * sizeof(BDataType);
const index_t tile_stride_o_bytes = tile_offset_o * sizeof(ODataType);
static_assert(ScaleTensor::size() == 2);
float s0 = scale_[number<0>{}];
float s1 = scale_[number<1>{}];
index_t loop_cnt = n / Block_N;
register float v_c0 asm("v64");
register float v_c1 asm("v65");
register float v_c2 asm("v66");
register float v_c3 asm("v67");
register float v_c4 asm("v68");
register float v_c5 asm("v69");
register float v_c6 asm("v70");
register float v_c7 asm("v71");
register float v_c8 asm("v72");
register float v_c9 asm("v73");
register float v_c10 asm("v74");
register float v_c11 asm("v75");
register float v_c12 asm("v76");
register float v_c13 asm("v77");
register float v_c14 asm("v78");
register float v_c15 asm("v79");
register float v_c16 asm("v80");
register float v_c17 asm("v81");
register float v_c18 asm("v82");
register float v_c19 asm("v83");
register float v_c20 asm("v84");
register float v_c21 asm("v85");
register float v_c22 asm("v86");
register float v_c23 asm("v87");
register float v_c24 asm("v88");
register float v_c25 asm("v89");
register float v_c26 asm("v90");
register float v_c27 asm("v91");
register float v_c28 asm("v92");
register float v_c29 asm("v93");
register float v_c30 asm("v94");
register float v_c31 asm("v95");
int32_t nan_hi = 0x7fff0000;
int32_t nan_lo = 0x00007fff;
// in smem, the layout is M0(2)*K0(128)*M1(16)*K1(4)
// every threads need 8xK in contiguous register
// ... and every wave need the same data
int lane_id = threadIdx.x % 64;
int sld_y_os = (lane_id % 16) * 4 + (lane_id / 16) * 128;
sld_y_os *= 2;
// y y p p p y
// reg before shfl M0(2)*N0(2)*Nl(4)*Nw(4)*Mw(16)*Nv(4)
// but order is N0*M0*Nv
// in LDS we need store as
// M0(2)* N0(2) * Nl(4) * Nw(4) * (Mw(16)*Nv(4) + 4)
// y y wave-id lid/16 lid%16 v
// sst(v3) = (v0/16*34 + v0%16 * 2 + wid*136) * 4
int sfl_sst = (threadIdx.x % 16 * 4) + (threadIdx.x / 16) * (64 + 4);
sfl_sst *= 2;
// from LDS we need load as
// M0(2)* N0(2) * Nl(4) * Nw(4) * (Mw(16) * Nv(4) + 4)
// ( 2 issue) (rem 32-lane) (4 wave*4issue) 2lane*1ussue(pk2)
// sld(v4) = v0/2 *34*4 + v0 % 2 *4 + wid*2 *4
int sfl_sld = (lane_id % 2) * 2 + (lane_id / 2) * (64 + 4) + (threadIdx.x / 64) * 4;
sfl_sld *= 2;
// B nr->kr
// clang-format off
#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Winline-asm"
asm volatile(
#define CK_TILE_FLATMM_UK_MFMA CK_TILE_FLATMM_UK_MFMA_BF16
#include "uk/flatmm_sn_uk_gfx9_32x128x512_1x4x1_16x16x16.inc"
#undef CK_TILE_FLATMM_UK_MFMA
:[smem_]"+r"(smem),
[s_loop_cnt]"+s"(loop_cnt),
[c0]"+v" (v_c0),
[c1]"+v" (v_c1),
[c2]"+v" (v_c2),
[c3]"+v" (v_c3),
[c4]"+v" (v_c4),
[c5]"+v" (v_c5),
[c6]"+v" (v_c6),
[c7]"+v" (v_c7),
[c8]"+v" (v_c8),
[c9]"+v" (v_c9),
[c10]"+v"(v_c10),
[c11]"+v"(v_c11),
[c12]"+v"(v_c12),
[c13]"+v"(v_c13),
[c14]"+v"(v_c14),
[c15]"+v"(v_c15),
[c16]"+v"(v_c16),
[c17]"+v"(v_c17),
[c18]"+v"(v_c18),
[c19]"+v"(v_c19),
[c20]"+v"(v_c20),
[c21]"+v"(v_c21),
[c22]"+v"(v_c22),
[c23]"+v"(v_c23),
[c24]"+v"(v_c24),
[c25]"+v"(v_c25),
[c26]"+v"(v_c26),
[c27]"+v"(v_c27),
[c28]"+v"(v_c28),
[c29]"+v"(v_c29),
[c30]"+v"(v_c30),
[c31]"+v"(v_c31)
:
[sld_a_base]"n"(0),
[shfl_base]"n"(0),
[v_sld_y_os]"v"(sld_y_os),
[v_sfl_sld]"v"(sfl_sld),
[v_sfl_sst]"v"(sfl_sst),
[s_res_o0]"s"(res_o[0]),
[s_res_o1]"s"(res_o[1]),
//[s_res_o2]"s"(res_o[2]),
//[s_res_o3]"s"(res_o[3]),
[s_res_b0]"s"(res_b[0]),
[s_res_b1]"s"(res_b[1]),
[s_res_b2]"s"(res_b[2]),
[s_res_b3]"s"(res_b[3]),
[v_os_o0]"v"(static_cast<index_t>(cached_coords_o[number<0>{}] * sizeof(ODataType))),
[v_os_o1]"v"(static_cast<index_t>(cached_coords_o[number<1>{}] * sizeof(ODataType))),
[v_os_o2]"v"(static_cast<index_t>(cached_coords_o[number<2>{}] * sizeof(ODataType))),
[v_os_o3]"v"(static_cast<index_t>(cached_coords_o[number<3>{}] * sizeof(ODataType))),
[v_os_o4]"v"(static_cast<index_t>(cached_coords_o[number<4>{}] * sizeof(ODataType))),
[v_os_o5]"v"(static_cast<index_t>(cached_coords_o[number<5>{}] * sizeof(ODataType))),
[v_os_o6]"v"(static_cast<index_t>(cached_coords_o[number<6>{}] * sizeof(ODataType))),
[v_os_o7]"v"(static_cast<index_t>(cached_coords_o[number<7>{}] * sizeof(ODataType))),
[v_os_b0]"v"(static_cast<index_t>(cached_coords_b[number<0>{}] * sizeof(BDataType))),
[v_os_b1]"v"(static_cast<index_t>(cached_coords_b[number<1>{}] * sizeof(BDataType))),
[v_os_b2]"v"(static_cast<index_t>(cached_coords_b[number<2>{}] * sizeof(BDataType))),
[v_os_b3]"v"(static_cast<index_t>(cached_coords_b[number<3>{}] * sizeof(BDataType))),
[v_os_b4]"v"(static_cast<index_t>(cached_coords_b[number<4>{}] * sizeof(BDataType))),
[v_os_b5]"v"(static_cast<index_t>(cached_coords_b[number<5>{}] * sizeof(BDataType))),
[v_os_b6]"v"(static_cast<index_t>(cached_coords_b[number<6>{}] * sizeof(BDataType))),
[v_os_b7]"v"(static_cast<index_t>(cached_coords_b[number<7>{}] * sizeof(BDataType))),
[s_tile_os_o]"s"(tile_stride_o_bytes),
[s_tile_os_b]"s"(tile_stride_b_bytes),
[scale_0]"v"(s0),
[scale_1]"v"(s1),
[v_nan_lo]"v"(nan_lo),
[v_nan_hi]"v"(nan_hi),
[s_execflag_0]"s"(o_flags[number<0>{}]),
[s_execflag_1]"s"(o_flags[number<1>{}]),
[s_execflag_2]"s"(o_flags[number<2>{}]),
[s_execflag_3]"s"(o_flags[number<3>{}]),
[s_execflag_4]"s"(o_flags[number<4>{}]),
[s_execflag_5]"s"(o_flags[number<5>{}]),
[s_execflag_6]"s"(o_flags[number<6>{}]),
[s_execflag_7]"s"(o_flags[number<7>{}])
:
"memory", "a0", "a1", "a2", "a3", "a4", "a5", "a6", "a7", "a8", "a9",
"a10", "a11", "a12", "a13", "a14", "a15", "a16", "a17", "a18", "a19",
"a20", "a21", "a22", "a23", "a24", "a25", "a26", "a27", "a28", "a29",
"a30", "a31", "a32", "a33", "a34", "a35", "a36", "a37", "a38", "a39",
"a40", "a41", "a42", "a43", "a44", "a45", "a46", "a47", "a48", "a49",
"a50", "a51", "a52", "a53", "a54", "a55", "a56", "a57", "a58", "a59",
"a60", "a61", "a62", "a63", "a64", "a65", "a66", "a67", "a68", "a69",
"a70", "a71", "a72", "a73", "a74", "a75", "a76", "a77", "a78", "a79",
"a80", "a81", "a82", "a83", "a84", "a85", "a86", "a87", "a88", "a89",
"a90", "a91", "a92", "a93", "a94", "a95", "a96", "a97", "a98", "a99",
"a100", "a101", "a102", "a103", "a104", "a105", "a106", "a107",
"a108", "a109", "a110", "a111", "a112", "a113", "a114", "a115",
"a116", "a117", "a118", "a119", "a120", "a121", "a122", "a123",
"a124", "a125", "a126", "a127", "a128", "a129", "a130", "a131",
"a132", "a133", "a134", "a135", "a136", "a137", "a138", "a139",
"a140", "a141", "a142", "a143", "a144", "a145", "a146", "a147",
"a148", "a149", "a150", "a151", "a152", "a153", "a154", "a155",
"a156", "a157", "a158", "a159", "a160", "a161", "a162", "a163",
"a164", "a165", "a166", "a167", "a168", "a169", "a170", "a171",
"a172", "a173", "a174", "a175", "a176", "a177", "a178", "a179",
"a180", "a181", "a182", "a183", "a184", "a185", "a186", "a187",
"a188", "a189", "a190", "a191", "a192", "a193", "a194", "a195",
"a196", "a197", "a198", "a199", "a200", "a201", "a202", "a203",
"a204", "a205", "a206", "a207", "a208", "a209", "a210", "a211",
"a212", "a213", "a214", "a215", "a216", "a217", "a218", "a219",
"a220", "a221", "a222", "a223", "a224", "a225", "a226", "a227",
"a228", "a229", "a230", "a231", "a232", "a233", "a234", "a235",
"a236", "a237", "a238", "a239", "a240", "a241", "a242", "a243",
"a244", "a245", "a246", "a247", "a248", "a249", "a250", "a251",
"a252", "a253", "a254", "a255",
"s8", "s9", "s12", "s13", "s14", "s15", "s38", "s39", "s52", "s86",
"s36", "s37",
"v50", "v54", "v55",
"v64","v65","v66","v67","v68","v69","v70","v71",
"v72","v73","v74","v75","v76","v77","v78","v79",
"v80","v81","v82","v83","v84","v85","v86","v87",
"v88","v89","v90","v91","v92","v93","v94","v95",
"v128", "v129", "v130", "v131",
"v132", "v133", "v134", "v135", "v136", "v137", "v138", "v139",
"v140", "v141", "v142", "v143", "v144", "v145", "v146", "v147",
"v148", "v149", "v150", "v151", "v152", "v153", "v154", "v155",
"v156", "v157", "v158", "v159", "v160", "v161", "v162", "v163",
"v164", "v165", "v166", "v167", "v168", "v169", "v170", "v171",
"v172", "v173", "v174", "v175", "v176", "v177", "v178", "v179",
"v180", "v181", "v182", "v183", "v184", "v185", "v186", "v187",
"v188", "v189", "v190", "v191", "v192", "v193", "v194", "v195",
"v196", "v197", "v198", "v199", "v200", "v201", "v202", "v203",
"v204", "v205", "v206", "v207", "v208", "v209", "v210", "v211",
"v212", "v213", "v214", "v215", "v216", "v217", "v218", "v219",
"v220", "v221", "v222", "v223", "v224", "v225", "v226", "v227",
"v228", "v229", "v230", "v231", "v232", "v233", "v234", "v235",
"v236", "v237", "v238", "v239", "v240", "v241", "v242", "v243",
"v244", "v245", "v246", "v247", "v248", "v249", "v250", "v251",
"v252", "v253", "v254", "v255"
);
#pragma clang diagnostic pop
// clang-format on
}
};
struct FlatmmSn_32x128x512_1x4x1_16x16x32_FP16 : public FlatmmSn_32x128x512_1x4x1_16x16x32_Base
{
using BDataType = bf16_t;
using ODataType = bf16_t;
// TODO: need paired with tile_window_linear!
// TODO: need call init_raw() before call this function!
// template <typename AWindow, typename BWindow, typename OWindow, typename ScaleTensor>
template <typename BRes,
typename BCoords,
typename ORes,
typename OCoords,
typename OFlags,
typename ScaleTensor>
CK_TILE_DEVICE auto
operator()(const BRes& res_b,
const BCoords& cached_coords_b,
const ORes& res_o,
const OCoords& cached_coords_o,
const OFlags& o_flags, // this should be in sgpr
CK_TILE_LDS_ADDR void* smem,
index_t n, // loop along n dim
const ScaleTensor& scale_,
index_t tile_offset_b, // stride b is fixed to blockKr * blockW, but still can adjust
index_t tile_offset_o)
{
static_assert(BCoords::size() == 8); // 8
static_assert(OCoords::size() == 8);
const index_t tile_stride_b_bytes = tile_offset_b * sizeof(BDataType);
const index_t tile_stride_o_bytes = tile_offset_o * sizeof(ODataType);
static_assert(ScaleTensor::size() == 2);
float s0 = scale_[number<0>{}];
float s1 = scale_[number<1>{}];
index_t loop_cnt = n / Block_N;
register float v_c0 asm("v64");
register float v_c1 asm("v65");
register float v_c2 asm("v66");
register float v_c3 asm("v67");
register float v_c4 asm("v68");
register float v_c5 asm("v69");
register float v_c6 asm("v70");
register float v_c7 asm("v71");
register float v_c8 asm("v72");
register float v_c9 asm("v73");
register float v_c10 asm("v74");
register float v_c11 asm("v75");
register float v_c12 asm("v76");
register float v_c13 asm("v77");
register float v_c14 asm("v78");
register float v_c15 asm("v79");
register float v_c16 asm("v80");
register float v_c17 asm("v81");
register float v_c18 asm("v82");
register float v_c19 asm("v83");
register float v_c20 asm("v84");
register float v_c21 asm("v85");
register float v_c22 asm("v86");
register float v_c23 asm("v87");
register float v_c24 asm("v88");
register float v_c25 asm("v89");
register float v_c26 asm("v90");
register float v_c27 asm("v91");
register float v_c28 asm("v92");
register float v_c29 asm("v93");
register float v_c30 asm("v94");
register float v_c31 asm("v95");
int32_t nan_hi = 0x7fff0000;
int32_t nan_lo = 0x00007fff;
// in smem, the layout is M0(2)*K0(128)*M1(16)*K1(4)
// every threads need 8xK in contiguous register
// ... and every wave need the same data
int lane_id = threadIdx.x % 64;
int sld_y_os = (lane_id % 16) * 4 + (lane_id / 16) * 128;
sld_y_os *= 2;
// y y p p p y
// reg before shfl M0(2)*N0(2)*Nl(4)*Nw(4)*Mw(16)*Nv(4)
// but order is N0*M0*Nv
// in LDS we need store as
// M0(2)* N0(2) * Nl(4) * Nw(4) * (Mw(16)*Nv(4) + 4)
// y y wave-id lid/16 lid%16 v
// sst(v3) = (v0/16*34 + v0%16 * 2 + wid*136) * 4
int sfl_sst = (threadIdx.x % 16 * 4) + (threadIdx.x / 16) * (64 + 4);
sfl_sst *= 2;
// from LDS we need load as
// M0(2)* N0(2) * Nl(4) * Nw(4) * (Mw(16) * Nv(4) + 4)
// ( 2 issue) (rem 32-lane) (4 wave*4issue) 2lane*1ussue(pk2)
// sld(v4) = v0/2 *34*4 + v0 % 2 *4 + wid*2 *4
int sfl_sld = (lane_id % 2) * 2 + (lane_id / 2) * (64 + 4) + (threadIdx.x / 64) * 4;
sfl_sld *= 2;
// B nr->kr
// clang-format off
#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Winline-asm"
asm volatile(
#define CK_TILE_FLATMM_UK_MFMA CK_TILE_FLATMM_UK_MFMA_FP16
#include "uk/flatmm_sn_uk_gfx9_32x128x512_1x4x1_16x16x16.inc"
#undef CK_TILE_FLATMM_UK_MFMA
:[smem_]"+r"(smem),
[s_loop_cnt]"+s"(loop_cnt),
[c0]"+v" (v_c0),
[c1]"+v" (v_c1),
[c2]"+v" (v_c2),
[c3]"+v" (v_c3),
[c4]"+v" (v_c4),
[c5]"+v" (v_c5),
[c6]"+v" (v_c6),
[c7]"+v" (v_c7),
[c8]"+v" (v_c8),
[c9]"+v" (v_c9),
[c10]"+v"(v_c10),
[c11]"+v"(v_c11),
[c12]"+v"(v_c12),
[c13]"+v"(v_c13),
[c14]"+v"(v_c14),
[c15]"+v"(v_c15),
[c16]"+v"(v_c16),
[c17]"+v"(v_c17),
[c18]"+v"(v_c18),
[c19]"+v"(v_c19),
[c20]"+v"(v_c20),
[c21]"+v"(v_c21),
[c22]"+v"(v_c22),
[c23]"+v"(v_c23),
[c24]"+v"(v_c24),
[c25]"+v"(v_c25),
[c26]"+v"(v_c26),
[c27]"+v"(v_c27),
[c28]"+v"(v_c28),
[c29]"+v"(v_c29),
[c30]"+v"(v_c30),
[c31]"+v"(v_c31)
:
[sld_a_base]"n"(0),
[shfl_base]"n"(0),
[v_sld_y_os]"v"(sld_y_os),
[v_sfl_sld]"v"(sfl_sld),
[v_sfl_sst]"v"(sfl_sst),
[s_res_o0]"s"(res_o[0]),
[s_res_o1]"s"(res_o[1]),
//[s_res_o2]"s"(res_o[2]),
//[s_res_o3]"s"(res_o[3]),
[s_res_b0]"s"(res_b[0]),
[s_res_b1]"s"(res_b[1]),
[s_res_b2]"s"(res_b[2]),
[s_res_b3]"s"(res_b[3]),
[v_os_o0]"v"(static_cast<index_t>(cached_coords_o[number<0>{}] * sizeof(ODataType))),
[v_os_o1]"v"(static_cast<index_t>(cached_coords_o[number<1>{}] * sizeof(ODataType))),
[v_os_o2]"v"(static_cast<index_t>(cached_coords_o[number<2>{}] * sizeof(ODataType))),
[v_os_o3]"v"(static_cast<index_t>(cached_coords_o[number<3>{}] * sizeof(ODataType))),
[v_os_o4]"v"(static_cast<index_t>(cached_coords_o[number<4>{}] * sizeof(ODataType))),
[v_os_o5]"v"(static_cast<index_t>(cached_coords_o[number<5>{}] * sizeof(ODataType))),
[v_os_o6]"v"(static_cast<index_t>(cached_coords_o[number<6>{}] * sizeof(ODataType))),
[v_os_o7]"v"(static_cast<index_t>(cached_coords_o[number<7>{}] * sizeof(ODataType))),
[v_os_b0]"v"(static_cast<index_t>(cached_coords_b[number<0>{}] * sizeof(BDataType))),
[v_os_b1]"v"(static_cast<index_t>(cached_coords_b[number<1>{}] * sizeof(BDataType))),
[v_os_b2]"v"(static_cast<index_t>(cached_coords_b[number<2>{}] * sizeof(BDataType))),
[v_os_b3]"v"(static_cast<index_t>(cached_coords_b[number<3>{}] * sizeof(BDataType))),
[v_os_b4]"v"(static_cast<index_t>(cached_coords_b[number<4>{}] * sizeof(BDataType))),
[v_os_b5]"v"(static_cast<index_t>(cached_coords_b[number<5>{}] * sizeof(BDataType))),
[v_os_b6]"v"(static_cast<index_t>(cached_coords_b[number<6>{}] * sizeof(BDataType))),
[v_os_b7]"v"(static_cast<index_t>(cached_coords_b[number<7>{}] * sizeof(BDataType))),
[s_tile_os_o]"s"(tile_stride_o_bytes),
[s_tile_os_b]"s"(tile_stride_b_bytes),
[scale_0]"v"(s0),
[scale_1]"v"(s1),
[v_nan_lo]"v"(nan_lo),
[v_nan_hi]"v"(nan_hi),
[s_execflag_0]"s"(o_flags[number<0>{}]),
[s_execflag_1]"s"(o_flags[number<1>{}]),
[s_execflag_2]"s"(o_flags[number<2>{}]),
[s_execflag_3]"s"(o_flags[number<3>{}]),
[s_execflag_4]"s"(o_flags[number<4>{}]),
[s_execflag_5]"s"(o_flags[number<5>{}]),
[s_execflag_6]"s"(o_flags[number<6>{}]),
[s_execflag_7]"s"(o_flags[number<7>{}])
:
"memory", "a0", "a1", "a2", "a3", "a4", "a5", "a6", "a7", "a8", "a9",
"a10", "a11", "a12", "a13", "a14", "a15", "a16", "a17", "a18", "a19",
"a20", "a21", "a22", "a23", "a24", "a25", "a26", "a27", "a28", "a29",
"a30", "a31", "a32", "a33", "a34", "a35", "a36", "a37", "a38", "a39",
"a40", "a41", "a42", "a43", "a44", "a45", "a46", "a47", "a48", "a49",
"a50", "a51", "a52", "a53", "a54", "a55", "a56", "a57", "a58", "a59",
"a60", "a61", "a62", "a63", "a64", "a65", "a66", "a67", "a68", "a69",
"a70", "a71", "a72", "a73", "a74", "a75", "a76", "a77", "a78", "a79",
"a80", "a81", "a82", "a83", "a84", "a85", "a86", "a87", "a88", "a89",
"a90", "a91", "a92", "a93", "a94", "a95", "a96", "a97", "a98", "a99",
"a100", "a101", "a102", "a103", "a104", "a105", "a106", "a107",
"a108", "a109", "a110", "a111", "a112", "a113", "a114", "a115",
"a116", "a117", "a118", "a119", "a120", "a121", "a122", "a123",
"a124", "a125", "a126", "a127", "a128", "a129", "a130", "a131",
"a132", "a133", "a134", "a135", "a136", "a137", "a138", "a139",
"a140", "a141", "a142", "a143", "a144", "a145", "a146", "a147",
"a148", "a149", "a150", "a151", "a152", "a153", "a154", "a155",
"a156", "a157", "a158", "a159", "a160", "a161", "a162", "a163",
"a164", "a165", "a166", "a167", "a168", "a169", "a170", "a171",
"a172", "a173", "a174", "a175", "a176", "a177", "a178", "a179",
"a180", "a181", "a182", "a183", "a184", "a185", "a186", "a187",
"a188", "a189", "a190", "a191", "a192", "a193", "a194", "a195",
"a196", "a197", "a198", "a199", "a200", "a201", "a202", "a203",
"a204", "a205", "a206", "a207", "a208", "a209", "a210", "a211",
"a212", "a213", "a214", "a215", "a216", "a217", "a218", "a219",
"a220", "a221", "a222", "a223", "a224", "a225", "a226", "a227",
"a228", "a229", "a230", "a231", "a232", "a233", "a234", "a235",
"a236", "a237", "a238", "a239", "a240", "a241", "a242", "a243",
"a244", "a245", "a246", "a247", "a248", "a249", "a250", "a251",
"a252", "a253", "a254", "a255",
"s8", "s9", "s12", "s13", "s14", "s15", "s38", "s39", "s52", "s86",
"s36", "s37",
"v50", "v54", "v55",
"v64","v65","v66","v67","v68","v69","v70","v71",
"v72","v73","v74","v75","v76","v77","v78","v79",
"v80","v81","v82","v83","v84","v85","v86","v87",
"v88","v89","v90","v91","v92","v93","v94","v95",
"v128", "v129", "v130", "v131",
"v132", "v133", "v134", "v135", "v136", "v137", "v138", "v139",
"v140", "v141", "v142", "v143", "v144", "v145", "v146", "v147",
"v148", "v149", "v150", "v151", "v152", "v153", "v154", "v155",
"v156", "v157", "v158", "v159", "v160", "v161", "v162", "v163",
"v164", "v165", "v166", "v167", "v168", "v169", "v170", "v171",
"v172", "v173", "v174", "v175", "v176", "v177", "v178", "v179",
"v180", "v181", "v182", "v183", "v184", "v185", "v186", "v187",
"v188", "v189", "v190", "v191", "v192", "v193", "v194", "v195",
"v196", "v197", "v198", "v199", "v200", "v201", "v202", "v203",
"v204", "v205", "v206", "v207", "v208", "v209", "v210", "v211",
"v212", "v213", "v214", "v215", "v216", "v217", "v218", "v219",
"v220", "v221", "v222", "v223", "v224", "v225", "v226", "v227",
"v228", "v229", "v230", "v231", "v232", "v233", "v234", "v235",
"v236", "v237", "v238", "v239", "v240", "v241", "v242", "v243",
"v244", "v245", "v246", "v247", "v248", "v249", "v250", "v251",
"v252", "v253", "v254", "v255"
);
#pragma clang diagnostic pop
// clang-format on
}
};
} // namespace ck_tile

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@@ -0,0 +1,10 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#define CK_TILE_FLATMM_UK_MFMA_FP16 0
#define CK_TILE_FLATMM_UK_MFMA_BF16 1
#define CK_TILE_FLATMM_UK_MFMA_INT8 2
#define CK_TILE_FLATMM_UK_MFMA_FP8 3
#define CK_TILE_FLATMM_UK_MFMA_BF8 4

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@@ -0,0 +1 @@
the files under this folder should not be included directly!

View File

@@ -0,0 +1,613 @@
#ifndef CK_TILE_FLATMM_UK_MFMA
#define CK_TILE_FLATMM_UK_MFMA CK_TILE_FLATMM_UK_MFMA_BF16
#endif
#if CK_TILE_FLATMM_UK_MFMA == CK_TILE_FLATMM_UK_MFMA_BF16
# define _UK_MFMA_ "v_mfma_f32_16x16x16_bf16"
# define _UK_PK_CVT_(x0_, x1_, y_) \
" v_cmp_u_f32 s[36:37], " x0_ ", " x0_ " \n" \
" v_add3_u32 v50, " x0_ ", %[v_nan_lo], 1 \n" \
" v_cndmask_b32 v54, v50, %[v_nan_hi], s[36:37] \n" \
" v_cmp_u_f32 s[36:37], " x1_ ", " x1_ " \n" \
" v_add3_u32 v50, " x1_ ", %[v_nan_lo], 1 \n" \
" v_cndmask_b32 v55, v50, %[v_nan_hi], s[36:37] \n" \
" v_perm_b32 " y_ ", v55, v54, s52 \n"
# define _UK_ATOMIC_ADD_ "global_atomic_pk_add_bf16"
#elif CK_TILE_FLATMM_UK_MFMA == CK_TILE_FLATMM_UK_MFMA_FP16
#define _UK_MFMA_ "v_mfma_f32_16x16x16_f16"
# define _UK_PK_CVT_(x0_, x1_, y_) \
" v_cvt_f16_f32 v54, " x0_ " \n" \
" v_cvt_f16_f32 v55, " x1_ " \n" \
" v_pack_b32_f16 " y_ ", v54, v55 \n"
# define _UK_ATOMIC_ADD_ "global_atomic_pk_add_f16"
#endif
";-------------------------------------------------------------\n"
" s_mov_b32 s52, 0x07060302 ; v_perm\n"
" s_mov_b64 s[38:39], exec ; save current exec\n"
" s_mov_b32 s8, %[s_res_o0] \n"
" s_mov_b32 s9, %[s_res_o1] \n"
" s_mov_b32 s12, %[s_res_b0] \n"
" s_mov_b32 s13, %[s_res_b1] \n"
" s_mov_b32 s14, %[s_res_b2] \n"
" s_mov_b32 s15, %[s_res_b3] \n"
" ds_read_b64 v[128:129], %[v_sld_y_os] offset:0 + %[sld_a_base] \n"
" ds_read_b64 v[130:131], %[v_sld_y_os] offset:128 + %[sld_a_base] \n"
" ds_read_b64 v[132:133], %[v_sld_y_os] offset:1024 + %[sld_a_base] \n"
" ds_read_b64 v[134:135], %[v_sld_y_os] offset:1152 + %[sld_a_base] \n"
" ds_read_b64 v[136:137], %[v_sld_y_os] offset:2048 + %[sld_a_base] \n"
" ds_read_b64 v[138:139], %[v_sld_y_os] offset:2176 + %[sld_a_base] \n"
" ds_read_b64 v[140:141], %[v_sld_y_os] offset:3072 + %[sld_a_base] \n"
" ds_read_b64 v[142:143], %[v_sld_y_os] offset:3200 + %[sld_a_base] \n"
" ds_read_b64 v[144:145], %[v_sld_y_os] offset:4096 + %[sld_a_base] \n"
" ds_read_b64 v[146:147], %[v_sld_y_os] offset:4224 + %[sld_a_base] \n"
" ds_read_b64 v[148:149], %[v_sld_y_os] offset:5120 + %[sld_a_base] \n"
" ds_read_b64 v[150:151], %[v_sld_y_os] offset:5248 + %[sld_a_base] \n"
" ds_read_b64 v[152:153], %[v_sld_y_os] offset:6144 + %[sld_a_base] \n"
" ds_read_b64 v[154:155], %[v_sld_y_os] offset:6272 + %[sld_a_base] \n"
" ds_read_b64 v[156:157], %[v_sld_y_os] offset:7168 + %[sld_a_base] \n"
" ds_read_b64 v[158:159], %[v_sld_y_os] offset:7296 + %[sld_a_base] \n"
" ds_read_b64 v[160:161], %[v_sld_y_os] offset:8192 + %[sld_a_base] \n"
" ds_read_b64 v[162:163], %[v_sld_y_os] offset:8320 + %[sld_a_base] \n"
" ds_read_b64 v[164:165], %[v_sld_y_os] offset:9216 + %[sld_a_base] \n"
" ds_read_b64 v[166:167], %[v_sld_y_os] offset:9344 + %[sld_a_base] \n"
" ds_read_b64 v[168:169], %[v_sld_y_os] offset:10240 + %[sld_a_base] \n"
" ds_read_b64 v[170:171], %[v_sld_y_os] offset:10368 + %[sld_a_base] \n"
" ds_read_b64 v[172:173], %[v_sld_y_os] offset:11264 + %[sld_a_base] \n"
" ds_read_b64 v[174:175], %[v_sld_y_os] offset:11392 + %[sld_a_base] \n"
" ds_read_b64 v[176:177], %[v_sld_y_os] offset:12288 + %[sld_a_base] \n"
" ds_read_b64 v[178:179], %[v_sld_y_os] offset:12416 + %[sld_a_base] \n"
" ds_read_b64 v[180:181], %[v_sld_y_os] offset:13312 + %[sld_a_base] \n"
" ds_read_b64 v[182:183], %[v_sld_y_os] offset:13440 + %[sld_a_base] \n"
" ds_read_b64 v[184:185], %[v_sld_y_os] offset:14336 + %[sld_a_base] \n"
" ds_read_b64 v[186:187], %[v_sld_y_os] offset:14464 + %[sld_a_base] \n"
" ds_read_b64 v[188:189], %[v_sld_y_os] offset:15360 + %[sld_a_base] \n"
" ds_read_b64 v[190:191], %[v_sld_y_os] offset:15488 + %[sld_a_base] \n"
" ds_read_b64 v[192:193], %[v_sld_y_os] offset:16384 + %[sld_a_base] \n"
" ds_read_b64 v[194:195], %[v_sld_y_os] offset:16512 + %[sld_a_base] \n"
" ds_read_b64 v[196:197], %[v_sld_y_os] offset:17408 + %[sld_a_base] \n"
" ds_read_b64 v[198:199], %[v_sld_y_os] offset:17536 + %[sld_a_base] \n"
" ds_read_b64 v[200:201], %[v_sld_y_os] offset:18432 + %[sld_a_base] \n"
" ds_read_b64 v[202:203], %[v_sld_y_os] offset:18560 + %[sld_a_base] \n"
" ds_read_b64 v[204:205], %[v_sld_y_os] offset:19456 + %[sld_a_base] \n"
" ds_read_b64 v[206:207], %[v_sld_y_os] offset:19584 + %[sld_a_base] \n"
" ds_read_b64 v[208:209], %[v_sld_y_os] offset:20480 + %[sld_a_base] \n"
" ds_read_b64 v[210:211], %[v_sld_y_os] offset:20608 + %[sld_a_base] \n"
" ds_read_b64 v[212:213], %[v_sld_y_os] offset:21504 + %[sld_a_base] \n"
" ds_read_b64 v[214:215], %[v_sld_y_os] offset:21632 + %[sld_a_base] \n"
" ds_read_b64 v[216:217], %[v_sld_y_os] offset:22528 + %[sld_a_base] \n"
" ds_read_b64 v[218:219], %[v_sld_y_os] offset:22656 + %[sld_a_base] \n"
" ds_read_b64 v[220:221], %[v_sld_y_os] offset:23552 + %[sld_a_base] \n"
" ds_read_b64 v[222:223], %[v_sld_y_os] offset:23680 + %[sld_a_base] \n"
" ds_read_b64 v[224:225], %[v_sld_y_os] offset:24576 + %[sld_a_base] \n"
" ds_read_b64 v[226:227], %[v_sld_y_os] offset:24704 + %[sld_a_base] \n"
" ds_read_b64 v[228:229], %[v_sld_y_os] offset:25600 + %[sld_a_base] \n"
" ds_read_b64 v[230:231], %[v_sld_y_os] offset:25728 + %[sld_a_base] \n"
" ds_read_b64 v[232:233], %[v_sld_y_os] offset:26624 + %[sld_a_base] \n"
" ds_read_b64 v[234:235], %[v_sld_y_os] offset:26752 + %[sld_a_base] \n"
" ds_read_b64 v[236:237], %[v_sld_y_os] offset:27648 + %[sld_a_base] \n"
" ds_read_b64 v[238:239], %[v_sld_y_os] offset:27776 + %[sld_a_base] \n"
" ds_read_b64 v[240:241], %[v_sld_y_os] offset:28672 + %[sld_a_base] \n"
" ds_read_b64 v[242:243], %[v_sld_y_os] offset:28800 + %[sld_a_base] \n"
" ds_read_b64 v[244:245], %[v_sld_y_os] offset:29696 + %[sld_a_base] \n"
" ds_read_b64 v[246:247], %[v_sld_y_os] offset:29824 + %[sld_a_base] \n"
" ds_read_b64 v[248:249], %[v_sld_y_os] offset:30720 + %[sld_a_base] \n"
" ds_read_b64 v[250:251], %[v_sld_y_os] offset:30848 + %[sld_a_base] \n"
" ds_read_b64 v[252:253], %[v_sld_y_os] offset:31744 + %[sld_a_base] \n"
" ds_read_b64 v[254:255], %[v_sld_y_os] offset:31872 + %[sld_a_base] \n"
" s_waitcnt 0 \n"
" buffer_load_dwordx4 acc[0:3], %[v_os_b0], s[12:15], 0 offen \n"
" buffer_load_dwordx4 acc[4:7], %[v_os_b0], s[12:15], 0 offen offset:1024 \n"
" buffer_load_dwordx4 acc[8:11], %[v_os_b0], s[12:15], 0 offen offset:2048 \n"
" buffer_load_dwordx4 acc[12:15], %[v_os_b0], s[12:15], 0 offen offset:3072 \n"
" buffer_load_dwordx4 acc[16:19], %[v_os_b1], s[12:15], 0 offen \n"
" buffer_load_dwordx4 acc[20:23], %[v_os_b1], s[12:15], 0 offen offset:1024 \n"
" buffer_load_dwordx4 acc[24:27], %[v_os_b1], s[12:15], 0 offen offset:2048 \n"
" buffer_load_dwordx4 acc[28:31], %[v_os_b1], s[12:15], 0 offen offset:3072 \n"
" buffer_load_dwordx4 acc[32:35], %[v_os_b2], s[12:15], 0 offen \n"
" buffer_load_dwordx4 acc[36:39], %[v_os_b2], s[12:15], 0 offen offset:1024 \n"
" buffer_load_dwordx4 acc[40:43], %[v_os_b2], s[12:15], 0 offen offset:2048 \n"
" buffer_load_dwordx4 acc[44:47], %[v_os_b2], s[12:15], 0 offen offset:3072 \n"
" buffer_load_dwordx4 acc[48:51], %[v_os_b3], s[12:15], 0 offen \n"
" buffer_load_dwordx4 acc[52:55], %[v_os_b3], s[12:15], 0 offen offset:1024 \n"
" buffer_load_dwordx4 acc[56:59], %[v_os_b3], s[12:15], 0 offen offset:2048 \n"
" buffer_load_dwordx4 acc[60:63], %[v_os_b3], s[12:15], 0 offen offset:3072 \n"
" buffer_load_dwordx4 acc[64:67], %[v_os_b4], s[12:15], 0 offen \n"
" buffer_load_dwordx4 acc[68:71], %[v_os_b4], s[12:15], 0 offen offset:1024 \n"
" buffer_load_dwordx4 acc[72:75], %[v_os_b4], s[12:15], 0 offen offset:2048 \n"
" buffer_load_dwordx4 acc[76:79], %[v_os_b4], s[12:15], 0 offen offset:3072 \n"
" buffer_load_dwordx4 acc[80:83], %[v_os_b5], s[12:15], 0 offen \n"
" buffer_load_dwordx4 acc[84:87], %[v_os_b5], s[12:15], 0 offen offset:1024 \n"
" buffer_load_dwordx4 acc[88:91], %[v_os_b5], s[12:15], 0 offen offset:2048 \n"
" buffer_load_dwordx4 acc[92:95], %[v_os_b5], s[12:15], 0 offen offset:3072 \n"
" buffer_load_dwordx4 acc[96:99], %[v_os_b6], s[12:15], 0 offen \n"
" buffer_load_dwordx4 acc[100:103], %[v_os_b6], s[12:15], 0 offen offset:1024 \n"
" buffer_load_dwordx4 acc[104:107], %[v_os_b6], s[12:15], 0 offen offset:2048 \n"
" buffer_load_dwordx4 acc[108:111], %[v_os_b6], s[12:15], 0 offen offset:3072 \n"
" buffer_load_dwordx4 acc[112:115], %[v_os_b7], s[12:15], 0 offen \n"
" buffer_load_dwordx4 acc[116:119], %[v_os_b7], s[12:15], 0 offen offset:1024 \n"
" buffer_load_dwordx4 acc[120:123], %[v_os_b7], s[12:15], 0 offen offset:2048 \n"
" buffer_load_dwordx4 acc[124:127], %[v_os_b7], s[12:15], 0 offen offset:3072 \n"
" s_cmp_gt_i32 %[s_loop_cnt] 1 ; move b with cond \n"
" s_cselect_b32 s86, %[s_tile_os_b], 0 \n"
" s_add_u32 s12, s86, s12 \n"
" s_addc_u32 s13, 0, s13 \n"
" s_waitcnt 0 \n"
"L_start%=: \n"
" s_waitcnt vmcnt(32) \n"
" s_barrier \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[0:1], v[128:129], 0 \n"
" buffer_load_dwordx4 acc[128:131], %[v_os_b0], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[2:3], v[130:131], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[4:5], v[132:133], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[6:7], v[134:135], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[8:9], v[136:137], [%[c0], %[c1], %[c2], %[c3]] \n"
" buffer_load_dwordx4 acc[132:135], %[v_os_b0], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[10:11], v[138:139], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[12:13], v[140:141], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[14:15], v[142:143], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[0:1], v[192:193], 0 \n"
" buffer_load_dwordx4 acc[136:139], %[v_os_b0], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[2:3], v[194:195], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[4:5], v[196:197], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[6:7], v[198:199], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[8:9], v[200:201], [%[c4], %[c5], %[c6], %[c7]] \n"
" buffer_load_dwordx4 acc[140:143], %[v_os_b0], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[10:11], v[202:203], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[12:13], v[204:205], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[14:15], v[206:207], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[16:17], v[128:129], 0 \n"
" buffer_load_dwordx4 acc[144:147], %[v_os_b1], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[18:19], v[130:131], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[20:21], v[132:133], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[22:23], v[134:135], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[24:25], v[136:137], [%[c8], %[c9], %[c10], %[c11]] \n"
" buffer_load_dwordx4 acc[148:151], %[v_os_b1], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[26:27], v[138:139], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[28:29], v[140:141], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[30:31], v[142:143], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[16:17], v[192:193], 0 \n"
" buffer_load_dwordx4 acc[152:155], %[v_os_b1], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[18:19], v[194:195], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[20:21], v[196:197], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[22:23], v[198:199], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[24:25], v[200:201], [%[c12], %[c13], %[c14], %[c15]] \n"
" buffer_load_dwordx4 acc[156:159], %[v_os_b1], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[26:27], v[202:203], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[28:29], v[204:205], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[30:31], v[206:207], [%[c12], %[c13], %[c14], %[c15]] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[32:33], v[144:145], [%[c0], %[c1], %[c2], %[c3]] \n"
" buffer_load_dwordx4 acc[160:163], %[v_os_b2], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[34:35], v[146:147], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[36:37], v[148:149], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[38:39], v[150:151], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[40:41], v[152:153], [%[c0], %[c1], %[c2], %[c3]] \n"
" buffer_load_dwordx4 acc[164:167], %[v_os_b2], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[42:43], v[154:155], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[44:45], v[156:157], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[46:47], v[158:159], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[32:33], v[208:209], [%[c4], %[c5], %[c6], %[c7]] \n"
" buffer_load_dwordx4 acc[168:171], %[v_os_b2], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[34:35], v[210:211], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[36:37], v[212:213], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[38:39], v[214:215], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[40:41], v[216:217], [%[c4], %[c5], %[c6], %[c7]] \n"
" buffer_load_dwordx4 acc[172:175], %[v_os_b2], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[42:43], v[218:219], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[44:45], v[220:221], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[46:47], v[222:223], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[48:49], v[144:145], [%[c8], %[c9], %[c10], %[c11]] \n"
" buffer_load_dwordx4 acc[176:179], %[v_os_b3], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[50:51], v[146:147], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[52:53], v[148:149], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[54:55], v[150:151], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[56:57], v[152:153], [%[c8], %[c9], %[c10], %[c11]] \n"
" buffer_load_dwordx4 acc[180:183], %[v_os_b3], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[58:59], v[154:155], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[60:61], v[156:157], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[62:63], v[158:159], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[48:49], v[208:209], [%[c12], %[c13], %[c14], %[c15]] \n"
" buffer_load_dwordx4 acc[184:187], %[v_os_b3], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[50:51], v[210:211], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[52:53], v[212:213], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[54:55], v[214:215], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[56:57], v[216:217], [%[c12], %[c13], %[c14], %[c15]] \n"
" buffer_load_dwordx4 acc[188:191], %[v_os_b3], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[58:59], v[218:219], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[60:61], v[220:221], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[62:63], v[222:223], [%[c12], %[c13], %[c14], %[c15]] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[64:65], v[160:161], [%[c0], %[c1], %[c2], %[c3]] \n"
" buffer_load_dwordx4 acc[192:195], %[v_os_b4], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[66:67], v[162:163], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[68:69], v[164:165], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[70:71], v[166:167], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[72:73], v[168:169], [%[c0], %[c1], %[c2], %[c3]] \n"
" buffer_load_dwordx4 acc[196:199], %[v_os_b4], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[74:75], v[170:171], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[76:77], v[172:173], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[78:79], v[174:175], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[64:65], v[224:225], [%[c4], %[c5], %[c6], %[c7]] \n"
" buffer_load_dwordx4 acc[200:203], %[v_os_b4], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[66:67], v[226:227], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[68:69], v[228:229], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[70:71], v[230:231], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[72:73], v[232:233], [%[c4], %[c5], %[c6], %[c7]] \n"
" buffer_load_dwordx4 acc[204:207], %[v_os_b4], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[74:75], v[234:235], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[76:77], v[236:237], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[78:79], v[238:239], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[80:81], v[160:161], [%[c8], %[c9], %[c10], %[c11]] \n"
" buffer_load_dwordx4 acc[208:211], %[v_os_b5], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[82:83], v[162:163], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[84:85], v[164:165], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[86:87], v[166:167], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[88:89], v[168:169], [%[c8], %[c9], %[c10], %[c11]] \n"
" buffer_load_dwordx4 acc[212:215], %[v_os_b5], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[90:91], v[170:171], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[92:93], v[172:173], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[94:95], v[174:175], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[80:81], v[224:225], [%[c12], %[c13], %[c14], %[c15]] \n"
" buffer_load_dwordx4 acc[216:219], %[v_os_b5], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[82:83], v[226:227], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[84:85], v[228:229], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[86:87], v[230:231], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[88:89], v[232:233], [%[c12], %[c13], %[c14], %[c15]] \n"
" buffer_load_dwordx4 acc[220:223], %[v_os_b5], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[90:91], v[234:235], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[92:93], v[236:237], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[94:95], v[238:239], [%[c12], %[c13], %[c14], %[c15]] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[96:97], v[176:177], [%[c0], %[c1], %[c2], %[c3]] \n"
" buffer_load_dwordx4 acc[224:227], %[v_os_b6], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[98:99], v[178:179], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[100:101], v[180:181], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[102:103], v[182:183], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[104:105], v[184:185], [%[c0], %[c1], %[c2], %[c3]] \n"
" buffer_load_dwordx4 acc[228:231], %[v_os_b6], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[106:107], v[186:187], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[108:109], v[188:189], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[110:111], v[190:191], [%[c0], %[c1], %[c2], %[c3]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[96:97], v[240:241], [%[c4], %[c5], %[c6], %[c7]] \n"
" buffer_load_dwordx4 acc[232:235], %[v_os_b6], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[98:99], v[242:243], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[100:101], v[244:245], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[102:103], v[246:247], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[104:105], v[248:249], [%[c4], %[c5], %[c6], %[c7]] \n"
" buffer_load_dwordx4 acc[236:239], %[v_os_b6], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[106:107], v[250:251], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[108:109], v[252:253], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c4], %[c5], %[c6], %[c7]], acc[110:111], v[254:255], [%[c4], %[c5], %[c6], %[c7]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[112:113], v[176:177], [%[c8], %[c9], %[c10], %[c11]] \n"
" buffer_load_dwordx4 acc[240:243], %[v_os_b7], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[114:115], v[178:179], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[116:117], v[180:181], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[118:119], v[182:183], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[120:121], v[184:185], [%[c8], %[c9], %[c10], %[c11]] \n"
" buffer_load_dwordx4 acc[244:247], %[v_os_b7], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[122:123], v[186:187], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[124:125], v[188:189], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c8], %[c9], %[c10], %[c11]], acc[126:127], v[190:191], [%[c8], %[c9], %[c10], %[c11]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[112:113], v[240:241], [%[c12], %[c13], %[c14], %[c15]] \n"
" buffer_load_dwordx4 acc[248:251], %[v_os_b7], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[114:115], v[242:243], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[116:117], v[244:245], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[118:119], v[246:247], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[120:121], v[248:249], [%[c12], %[c13], %[c14], %[c15]] \n"
" buffer_load_dwordx4 acc[252:255], %[v_os_b7], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[122:123], v[250:251], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[124:125], v[252:253], [%[c12], %[c13], %[c14], %[c15]] \n"
_UK_MFMA_ " [%[c12], %[c13], %[c14], %[c15]], acc[126:127], v[254:255], [%[c12], %[c13], %[c14], %[c15]]\n"
" v_mul_f32 %[c0], %[scale_0], %[c0] \n"
" v_mul_f32 %[c1], %[scale_0], %[c1] \n"
" v_mul_f32 %[c2], %[scale_0], %[c2] \n"
" v_mul_f32 %[c3], %[scale_0], %[c3] \n"
" v_mul_f32 %[c4], %[scale_1], %[c4] \n"
" v_mul_f32 %[c5], %[scale_1], %[c5] \n"
" v_mul_f32 %[c6], %[scale_1], %[c6] \n"
" v_mul_f32 %[c7], %[scale_1], %[c7] \n"
" v_mul_f32 %[c8], %[scale_0], %[c8] \n"
" v_mul_f32 %[c9], %[scale_0], %[c9] \n"
" v_mul_f32 %[c10], %[scale_0], %[c10] \n"
" v_mul_f32 %[c11], %[scale_0], %[c11] \n"
" v_mul_f32 %[c12], %[scale_1], %[c12] \n"
" v_mul_f32 %[c13], %[scale_1], %[c13] \n"
" v_mul_f32 %[c14], %[scale_1], %[c14] \n"
" v_mul_f32 %[c15], %[scale_1], %[c15] \n"
_UK_PK_CVT_("%[c0]", "%[c1]", "%[c0]")
_UK_PK_CVT_("%[c2]", "%[c3]", "%[c1]")
_UK_PK_CVT_("%[c4]", "%[c5]", "%[c2]")
_UK_PK_CVT_("%[c6]", "%[c7]", "%[c3]")
_UK_PK_CVT_("%[c8]", "%[c9]", "%[c4]")
_UK_PK_CVT_("%[c10]", "%[c11]", "%[c5]")
_UK_PK_CVT_("%[c12]", "%[c13]", "%[c6]")
_UK_PK_CVT_("%[c14]", "%[c15]", "%[c7]")
" ;------------------------------ \n"
" ds_write_b64 %[v_sfl_sst], [%[c0],%[c1]] offset:0 + %[shfl_base] \n"
" ds_write_b64 %[v_sfl_sst], [%[c2],%[c3]] offset:4352 + %[shfl_base] \n"
" ds_write_b64 %[v_sfl_sst], [%[c4],%[c5]] offset:2176 + %[shfl_base] \n"
" ds_write_b64 %[v_sfl_sst], [%[c6],%[c7]] offset:6528 + %[shfl_base] \n"
" s_waitcnt lgkmcnt(0) \n"
" s_barrier \n"
" ds_read_b32 %[c0], %[v_sfl_sld] offset:0 + %[shfl_base] \n"
" ds_read_b32 %[c1], %[v_sfl_sld] offset:32 + %[shfl_base] \n"
" ds_read_b32 %[c2], %[v_sfl_sld] offset:64 + %[shfl_base] \n"
" ds_read_b32 %[c3], %[v_sfl_sld] offset:96 + %[shfl_base] \n"
" ds_read_b32 %[c4], %[v_sfl_sld] offset:4352 + %[shfl_base] \n"
" ds_read_b32 %[c5], %[v_sfl_sld] offset:4384 + %[shfl_base] \n"
" ds_read_b32 %[c6], %[v_sfl_sld] offset:4416 + %[shfl_base] \n"
" ds_read_b32 %[c7], %[v_sfl_sld] offset:4448 + %[shfl_base] \n"
" s_waitcnt lgkmcnt(0) \n"
" s_mov_b64 exec, %[s_execflag_0] \n"
_UK_ATOMIC_ADD_ " %[v_os_o0], %[c0], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_1] \n"
_UK_ATOMIC_ADD_ " %[v_os_o1], %[c1], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_2] \n"
_UK_ATOMIC_ADD_ " %[v_os_o2], %[c2], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_3] \n"
_UK_ATOMIC_ADD_ " %[v_os_o3], %[c3], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_4] \n"
_UK_ATOMIC_ADD_ " %[v_os_o4], %[c4], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_5] \n"
_UK_ATOMIC_ADD_ " %[v_os_o5], %[c5], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_6] \n"
_UK_ATOMIC_ADD_ " %[v_os_o6], %[c6], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_7] \n"
_UK_ATOMIC_ADD_ " %[v_os_o7], %[c7], s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_sub_i32 %[s_loop_cnt], %[s_loop_cnt], 1 ; k-- \n"
" s_cmp_gt_i32 %[s_loop_cnt] 0 \n"
" s_cbranch_scc0 L_end%= \n"
" s_cmp_gt_i32 %[s_loop_cnt] 1 ; move b with cond \n"
" s_cselect_b32 s86, %[s_tile_os_b], 0 \n"
" s_add_u32 s12, s86, s12 \n"
" s_addc_u32 s13, 0, s13 \n"
" s_add_u32 s8, %[s_tile_os_o], s8 \n"
" s_addc_u32 s9, 0, s9 \n"
" s_waitcnt vmcnt(32) \n"
" s_barrier \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[128:129], v[128:129], 0 \n"
" buffer_load_dwordx4 acc[0:3], %[v_os_b0], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[130:131], v[130:131], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[132:133], v[132:133], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[134:135], v[134:135], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[136:137], v[136:137], [%[c16],%[c17],%[c18],%[c19]] \n"
" buffer_load_dwordx4 acc[4:7], %[v_os_b0], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[138:139], v[138:139], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[140:141], v[140:141], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[142:143], v[142:143], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[128:129], v[192:193], 0 \n"
" buffer_load_dwordx4 acc[8:11], %[v_os_b0], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[130:131], v[194:195], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[132:133], v[196:197], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[134:135], v[198:199], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[136:137], v[200:201], [%[c20],%[c21],%[c22],%[c23]] \n"
" buffer_load_dwordx4 acc[12:15], %[v_os_b0], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[138:139], v[202:203], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[140:141], v[204:205], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[142:143], v[206:207], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[144:145], v[128:129], 0 \n"
" buffer_load_dwordx4 acc[16:19], %[v_os_b1], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[146:147], v[130:131], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[148:149], v[132:133], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[150:151], v[134:135], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[152:153], v[136:137], [%[c24],%[c25],%[c26],%[c27]] \n"
" buffer_load_dwordx4 acc[20:23], %[v_os_b1], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[154:155], v[138:139], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[156:157], v[140:141], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[158:159], v[142:143], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[144:145], v[192:193], 0 \n"
" buffer_load_dwordx4 acc[24:27], %[v_os_b1], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[146:147], v[194:195], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[148:149], v[196:197], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[150:151], v[198:199], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[152:153], v[200:201], [%[c28],%[c29],%[c30],%[c31]] \n"
" buffer_load_dwordx4 acc[28:31], %[v_os_b1], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[154:155], v[202:203], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[156:157], v[204:205], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[158:159], v[206:207], [%[c28],%[c29],%[c30],%[c31]] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[160:161], v[144:145], [%[c16],%[c17],%[c18],%[c19]] \n"
" buffer_load_dwordx4 acc[32:35], %[v_os_b2], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[162:163], v[146:147], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[164:165], v[148:149], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[166:167], v[150:151], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[168:169], v[152:153], [%[c16],%[c17],%[c18],%[c19]] \n"
" buffer_load_dwordx4 acc[36:39], %[v_os_b2], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[170:171], v[154:155], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[172:173], v[156:157], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[174:175], v[158:159], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[160:161], v[208:209], [%[c20],%[c21],%[c22],%[c23]] \n"
" buffer_load_dwordx4 acc[40:43], %[v_os_b2], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[162:163], v[210:211], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[164:165], v[212:213], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[166:167], v[214:215], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[168:169], v[216:217], [%[c20],%[c21],%[c22],%[c23]] \n"
" buffer_load_dwordx4 acc[44:47], %[v_os_b2], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[170:171], v[218:219], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[172:173], v[220:221], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[174:175], v[222:223], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[176:177], v[144:145], [%[c24],%[c25],%[c26],%[c27]] \n"
" buffer_load_dwordx4 acc[48:51], %[v_os_b3], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[178:179], v[146:147], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[180:181], v[148:149], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[182:183], v[150:151], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[184:185], v[152:153], [%[c24],%[c25],%[c26],%[c27]] \n"
" buffer_load_dwordx4 acc[52:55], %[v_os_b3], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[186:187], v[154:155], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[188:189], v[156:157], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[190:191], v[158:159], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[176:177], v[208:209], [%[c28],%[c29],%[c30],%[c31]] \n"
" buffer_load_dwordx4 acc[56:59], %[v_os_b3], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[178:179], v[210:211], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[180:181], v[212:213], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[182:183], v[214:215], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[184:185], v[216:217], [%[c28],%[c29],%[c30],%[c31]] \n"
" buffer_load_dwordx4 acc[60:63], %[v_os_b3], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[186:187], v[218:219], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[188:189], v[220:221], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[190:191], v[222:223], [%[c28],%[c29],%[c30],%[c31]] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[192:193], v[160:161], [%[c16],%[c17],%[c18],%[c19]] \n"
" buffer_load_dwordx4 acc[64:67], %[v_os_b4], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[194:195], v[162:163], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[196:197], v[164:165], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[198:199], v[166:167], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[200:201], v[168:169], [%[c16],%[c17],%[c18],%[c19]] \n"
" buffer_load_dwordx4 acc[68:71], %[v_os_b4], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[202:203], v[170:171], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[204:205], v[172:173], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[206:207], v[174:175], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[192:193], v[224:225], [%[c20],%[c21],%[c22],%[c23]] \n"
" buffer_load_dwordx4 acc[72:75], %[v_os_b4], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[194:195], v[226:227], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[196:197], v[228:229], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[198:199], v[230:231], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[200:201], v[232:233], [%[c20],%[c21],%[c22],%[c23]] \n"
" buffer_load_dwordx4 acc[76:79], %[v_os_b4], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[202:203], v[234:235], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[204:205], v[236:237], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[206:207], v[238:239], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[208:209], v[160:161], [%[c24],%[c25],%[c26],%[c27]] \n"
" buffer_load_dwordx4 acc[80:83], %[v_os_b5], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[210:211], v[162:163], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[212:213], v[164:165], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[214:215], v[166:167], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[216:217], v[168:169], [%[c24],%[c25],%[c26],%[c27]] \n"
" buffer_load_dwordx4 acc[84:87], %[v_os_b5], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[218:219], v[170:171], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[220:221], v[172:173], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[222:223], v[174:175], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[208:209], v[224:225], [%[c28],%[c29],%[c30],%[c31]] \n"
" buffer_load_dwordx4 acc[88:91], %[v_os_b5], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[210:211], v[226:227], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[212:213], v[228:229], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[214:215], v[230:231], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[216:217], v[232:233], [%[c28],%[c29],%[c30],%[c31]] \n"
" buffer_load_dwordx4 acc[92:95], %[v_os_b5], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[218:219], v[234:235], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[220:221], v[236:237], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[222:223], v[238:239], [%[c28],%[c29],%[c30],%[c31]] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[224:225], v[176:177], [%[c16],%[c17],%[c18],%[c19]] \n"
" buffer_load_dwordx4 acc[96:99], %[v_os_b6], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[226:227], v[178:179], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[228:229], v[180:181], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[230:231], v[182:183], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[232:233], v[184:185], [%[c16],%[c17],%[c18],%[c19]] \n"
" buffer_load_dwordx4 acc[100:103], %[v_os_b6], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[234:235], v[186:187], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[236:237], v[188:189], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c16],%[c17],%[c18],%[c19]], acc[238:239], v[190:191], [%[c16],%[c17],%[c18],%[c19]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[224:225], v[240:241], [%[c20],%[c21],%[c22],%[c23]] \n"
" buffer_load_dwordx4 acc[104:107], %[v_os_b6], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[226:227], v[242:243], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[228:229], v[244:245], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[230:231], v[246:247], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[232:233], v[248:249], [%[c20],%[c21],%[c22],%[c23]] \n"
" buffer_load_dwordx4 acc[108:111], %[v_os_b6], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[234:235], v[250:251], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[236:237], v[252:253], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c20],%[c21],%[c22],%[c23]], acc[238:239], v[254:255], [%[c20],%[c21],%[c22],%[c23]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[240:241], v[176:177], [%[c24],%[c25],%[c26],%[c27]] \n"
" buffer_load_dwordx4 acc[112:115], %[v_os_b7], s[12:15], 0 offen \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[242:243], v[178:179], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[244:245], v[180:181], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[246:247], v[182:183], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[248:249], v[184:185], [%[c24],%[c25],%[c26],%[c27]] \n"
" buffer_load_dwordx4 acc[116:119], %[v_os_b7], s[12:15], 0 offen offset:1024 \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[250:251], v[186:187], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[252:253], v[188:189], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c24],%[c25],%[c26],%[c27]], acc[254:255], v[190:191], [%[c24],%[c25],%[c26],%[c27]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[240:241], v[240:241], [%[c28],%[c29],%[c30],%[c31]] \n"
" buffer_load_dwordx4 acc[120:123], %[v_os_b7], s[12:15], 0 offen offset:2048 \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[242:243], v[242:243], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[244:245], v[244:245], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[246:247], v[246:247], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[248:249], v[248:249], [%[c28],%[c29],%[c30],%[c31]] \n"
" buffer_load_dwordx4 acc[124:127], %[v_os_b7], s[12:15], 0 offen offset:3072 \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[250:251], v[250:251], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[252:253], v[252:253], [%[c28],%[c29],%[c30],%[c31]] \n"
_UK_MFMA_ " [%[c28],%[c29],%[c30],%[c31]], acc[254:255], v[254:255], [%[c28],%[c29],%[c30],%[c31]]\n"
" v_mul_f32 %[c16], %[scale_0], %[c16] \n"
" v_mul_f32 %[c17], %[scale_0], %[c17] \n"
" v_mul_f32 %[c18], %[scale_0], %[c18] \n"
" v_mul_f32 %[c19], %[scale_0], %[c19] \n"
" v_mul_f32 %[c20], %[scale_1], %[c20] \n"
" v_mul_f32 %[c21], %[scale_1], %[c21] \n"
" v_mul_f32 %[c22], %[scale_1], %[c22] \n"
" v_mul_f32 %[c23], %[scale_1], %[c23] \n"
" v_mul_f32 %[c24], %[scale_0], %[c24] \n"
" v_mul_f32 %[c25], %[scale_0], %[c25] \n"
" v_mul_f32 %[c26], %[scale_0], %[c26] \n"
" v_mul_f32 %[c27], %[scale_0], %[c27] \n"
" v_mul_f32 %[c28], %[scale_1], %[c28] \n"
" v_mul_f32 %[c29], %[scale_1], %[c29] \n"
" v_mul_f32 %[c30], %[scale_1], %[c30] \n"
" v_mul_f32 %[c31], %[scale_1], %[c31] \n"
_UK_PK_CVT_("%[c16]", "%[c17]", "%[c16]")
_UK_PK_CVT_("%[c18]", "%[c19]", "%[c17]")
_UK_PK_CVT_("%[c20]", "%[c21]", "%[c18]")
_UK_PK_CVT_("%[c22]", "%[c23]", "%[c19]")
_UK_PK_CVT_("%[c24]", "%[c25]", "%[c20]")
_UK_PK_CVT_("%[c26]", "%[c27]", "%[c21]")
_UK_PK_CVT_("%[c28]", "%[c29]", "%[c22]")
_UK_PK_CVT_("%[c30]", "%[c31]", "%[c23]")
" ;------------------------------ \n"
" ds_write_b64 %[v_sfl_sst], [%[c16],%[c17]] offset:0 + %[shfl_base] \n"
" ds_write_b64 %[v_sfl_sst], [%[c18],%[c19]] offset:4352 + %[shfl_base] \n"
" ds_write_b64 %[v_sfl_sst], [%[c20],%[c21]] offset:2176 + %[shfl_base] \n"
" ds_write_b64 %[v_sfl_sst], [%[c22],%[c23]] offset:6528 + %[shfl_base] \n"
" s_waitcnt lgkmcnt(0) \n"
" s_barrier \n"
" ds_read_b32 %[c16], %[v_sfl_sld] offset:0 + %[shfl_base] \n"
" ds_read_b32 %[c17], %[v_sfl_sld] offset:32 + %[shfl_base] \n"
" ds_read_b32 %[c18], %[v_sfl_sld] offset:64 + %[shfl_base] \n"
" ds_read_b32 %[c19], %[v_sfl_sld] offset:96 + %[shfl_base] \n"
" ds_read_b32 %[c20], %[v_sfl_sld] offset:4352 + %[shfl_base] \n"
" ds_read_b32 %[c21], %[v_sfl_sld] offset:4384 + %[shfl_base] \n"
" ds_read_b32 %[c22], %[v_sfl_sld] offset:4416 + %[shfl_base] \n"
" ds_read_b32 %[c23], %[v_sfl_sld] offset:4448 + %[shfl_base] \n"
" s_waitcnt lgkmcnt(0) \n"
" s_mov_b64 exec, %[s_execflag_0] \n"
_UK_ATOMIC_ADD_ " %[v_os_o0], %[c16], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_1] \n"
_UK_ATOMIC_ADD_ " %[v_os_o1], %[c17], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_2] \n"
_UK_ATOMIC_ADD_ " %[v_os_o2], %[c18], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_3] \n"
_UK_ATOMIC_ADD_ " %[v_os_o3], %[c19], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_4] \n"
_UK_ATOMIC_ADD_ " %[v_os_o4], %[c20], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_5] \n"
_UK_ATOMIC_ADD_ " %[v_os_o5], %[c21], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_6] \n"
_UK_ATOMIC_ADD_ " %[v_os_o6], %[c22], s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_7] \n"
_UK_ATOMIC_ADD_ " %[v_os_o7], %[c23], s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_sub_i32 %[s_loop_cnt], %[s_loop_cnt], 1 ; k-- \n"
" s_cmp_gt_i32 %[s_loop_cnt] 0 \n"
" s_cbranch_scc0 L_end%= \n"
" s_cmp_gt_i32 %[s_loop_cnt] 1 ; move b with cond \n"
" s_cselect_b32 s86, %[s_tile_os_b], 0 \n"
" s_add_u32 s12, s86, s12 \n"
" s_addc_u32 s13, 0, s13 \n"
" s_add_u32 s8, %[s_tile_os_o], s8 \n"
" s_addc_u32 s9, 0, s9 \n"
" s_branch L_start%= \n"
"L_end%=: \n"
#undef _UK_MFMA_
#undef _UK_PK_CVT_
#undef _UK_ATOMIC_ADD_

View File

@@ -0,0 +1,516 @@
#ifndef CK_TILE_FLATMM_UK_MFMA
#define CK_TILE_FLATMM_UK_MFMA CK_TILE_FLATMM_UK_MFMA_BF16
#endif
#if CK_TILE_FLATMM_UK_MFMA == CK_TILE_FLATMM_UK_MFMA_BF16
#define _UK_MFMA_ "v_mfma_f32_16x16x16_bf16"
#elif CK_TILE_FLATMM_UK_MFMA == CK_TILE_FLATMM_UK_MFMA_FP16
#define _UK_MFMA_ "v_mfma_f32_16x16x16_f16"
#endif
"s_mov_b32 s16, %[s_res_a0] \n"
"s_mov_b32 s17, %[s_res_a1] \n"
"s_mov_b32 s18, %[s_res_a2] \n"
"s_mov_b32 s19, %[s_res_a3] \n"
"s_mov_b32 s20, %[s_res_b0] \n"
"s_mov_b32 s21, %[s_res_b1] \n"
"s_mov_b32 s22, %[s_res_b2] \n"
"s_mov_b32 s23, %[s_res_b3] \n"
// "s_nop 4\n"
"; -- prefetch A0\n"
"s_add_u32 m0, 0, %[s_m0_init] \n"
"buffer_load_dword %[v_os_a0], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a1], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a2], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a3], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a4], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a5], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a6], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a7], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[smem_sz], %[s_m0_init] \n"
"s_cmp_gt_i32 %[s_loop_cnt] 1 ; move a with cond \n"
"s_cselect_b32 s86, %[s_tile_os_a], 0 ; move a with cond \n"
"s_add_u32 s16, s86, s16 ; move a with cond \n"
"s_addc_u32 s17, 0, s17 ; move a with cond \n"
"; -- prefetch A1\n"
"buffer_load_dword %[v_os_a0], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a1], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a2], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a3], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a4], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a5], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a6], s[16:19], 0 offen lds \n"
"s_add_u32 m0, %[s_size_per_issue], m0 \n"
"buffer_load_dword %[v_os_a7], s[16:19], 0 offen lds \n"
"s_add_u32 m0, 0, %[s_m0_init] \n"
"s_cmp_gt_i32 %[s_loop_cnt] 2 ; move a with cond \n"
"s_cselect_b32 s86, %[s_tile_os_a], 0 ; move a with cond \n"
"s_add_u32 s16, s86, s16 ; move a with cond \n"
"s_addc_u32 s17, 0, s17 ; move a with cond \n"
"; -- prefetch B0\n"
"buffer_load_dwordx4 acc[0:3], %[v_os_b0], s[20:23], 0 offen \n"
"buffer_load_dwordx4 acc[4:7], %[v_os_b0], s[20:23], 0 offen offset:1024 \n"
"buffer_load_dwordx4 acc[8:11], %[v_os_b0], s[20:23], 0 offen offset:2048 \n"
"buffer_load_dwordx4 acc[12:15], %[v_os_b0], s[20:23], 0 offen offset:3072 \n"
"buffer_load_dwordx4 acc[16:19], %[v_os_b1], s[20:23], 0 offen \n"
"buffer_load_dwordx4 acc[20:23], %[v_os_b1], s[20:23], 0 offen offset:1024 \n"
"buffer_load_dwordx4 acc[24:27], %[v_os_b1], s[20:23], 0 offen offset:2048 \n"
"buffer_load_dwordx4 acc[28:31], %[v_os_b1], s[20:23], 0 offen offset:3072 \n"
"buffer_load_dwordx4 acc[32:35], %[v_os_b2], s[20:23], 0 offen \n"
"buffer_load_dwordx4 acc[36:39], %[v_os_b2], s[20:23], 0 offen offset:1024 \n"
"buffer_load_dwordx4 acc[40:43], %[v_os_b2], s[20:23], 0 offen offset:2048 \n"
"buffer_load_dwordx4 acc[44:47], %[v_os_b2], s[20:23], 0 offen offset:3072 \n"
"buffer_load_dwordx4 acc[48:51], %[v_os_b3], s[20:23], 0 offen \n"
"buffer_load_dwordx4 acc[52:55], %[v_os_b3], s[20:23], 0 offen offset:1024 \n"
"buffer_load_dwordx4 acc[56:59], %[v_os_b3], s[20:23], 0 offen offset:2048 \n"
"buffer_load_dwordx4 acc[60:63], %[v_os_b3], s[20:23], 0 offen offset:3072 \n"
"buffer_load_dwordx4 acc[64:67], %[v_os_b4], s[20:23], 0 offen \n"
"buffer_load_dwordx4 acc[68:71], %[v_os_b4], s[20:23], 0 offen offset:1024 \n"
"buffer_load_dwordx4 acc[72:75], %[v_os_b4], s[20:23], 0 offen offset:2048 \n"
"buffer_load_dwordx4 acc[76:79], %[v_os_b4], s[20:23], 0 offen offset:3072 \n"
"buffer_load_dwordx4 acc[80:83], %[v_os_b5], s[20:23], 0 offen \n"
"buffer_load_dwordx4 acc[84:87], %[v_os_b5], s[20:23], 0 offen offset:1024 \n"
"buffer_load_dwordx4 acc[88:91], %[v_os_b5], s[20:23], 0 offen offset:2048 \n"
"buffer_load_dwordx4 acc[92:95], %[v_os_b5], s[20:23], 0 offen offset:3072 \n"
"buffer_load_dwordx4 acc[96:99], %[v_os_b6], s[20:23], 0 offen \n"
"buffer_load_dwordx4 acc[100:103], %[v_os_b6], s[20:23], 0 offen offset:1024 \n"
"buffer_load_dwordx4 acc[104:107], %[v_os_b6], s[20:23], 0 offen offset:2048 \n"
"buffer_load_dwordx4 acc[108:111], %[v_os_b6], s[20:23], 0 offen offset:3072 \n"
"buffer_load_dwordx4 acc[112:115], %[v_os_b7], s[20:23], 0 offen \n"
"buffer_load_dwordx4 acc[116:119], %[v_os_b7], s[20:23], 0 offen offset:1024 \n"
"buffer_load_dwordx4 acc[120:123], %[v_os_b7], s[20:23], 0 offen offset:2048 \n"
"buffer_load_dwordx4 acc[124:127], %[v_os_b7], s[20:23], 0 offen offset:3072 \n"
"s_cmp_gt_i32 %[s_loop_cnt] 1 ; move b with cond \n"
"s_cselect_b32 s86, %[s_tile_os_b], 0 ; move b with cond \n"
"s_add_u32 s20, s86, s20 ; move b with cond \n"
"s_addc_u32 s21, 0, s21 ; move b with cond \n"
"s_waitcnt vmcnt(40) \n"
"s_barrier \n"
"ds_read_b128 v[64:67], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_0]\n" // 1024: N stride, 64 K stride
"ds_read_b128 v[68:71], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_1]\n"
"ds_read_b128 v[72:75], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_2]\n"
"ds_read_b128 v[76:79], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_3]\n"
"ds_read_b128 v[80:83], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_4]\n"
"ds_read_b128 v[84:87], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_5]\n"
"ds_read_b128 v[88:91], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_6]\n"
"ds_read_b128 v[92:95], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_7]\n"
"L_start%=: \n"
" s_waitcnt vmcnt(24) & lgkmcnt(0) \n"
" s_barrier \n"
_UK_MFMA_ " %[v_acc_0], acc[0:1], v[64:65], %[v_acc_0] \n"
_UK_MFMA_ " %[v_acc_0], acc[2:3], v[66:67], %[v_acc_0] \n"
" buffer_load_dwordx4 acc[128:131], %[v_os_b0], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_0], acc[4:5], v[68:69], %[v_acc_0] \n"
_UK_MFMA_ " %[v_acc_0], acc[6:7], v[70:71], %[v_acc_0] \n"
" buffer_load_dword %[v_os_a0], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_0], acc[8:9], v[72:73], %[v_acc_0] \n"
_UK_MFMA_ " %[v_acc_0], acc[10:11], v[74:75], %[v_acc_0] \n"
" buffer_load_dwordx4 acc[132:135], %[v_os_b0], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_0], acc[12:13], v[76:77], %[v_acc_0] \n"
_UK_MFMA_ " %[v_acc_0], acc[14:15], v[78:79], %[v_acc_0] \n"
" buffer_load_dword %[v_os_a1], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_1], acc[0:1], v[80:81], %[v_acc_1] \n"
_UK_MFMA_ " %[v_acc_1], acc[2:3], v[82:83], %[v_acc_1] \n"
" buffer_load_dwordx4 acc[136:139], %[v_os_b0], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_1], acc[4:5], v[84:85], %[v_acc_1] \n"
_UK_MFMA_ " %[v_acc_1], acc[6:7], v[86:87], %[v_acc_1] \n"
" buffer_load_dword %[v_os_a2], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_1], acc[8:9], v[88:89], %[v_acc_1] \n"
_UK_MFMA_ " %[v_acc_1], acc[10:11], v[90:91], %[v_acc_1] \n"
" buffer_load_dwordx4 acc[140:143], %[v_os_b0], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_1], acc[12:13], v[92:93], %[v_acc_1] \n"
_UK_MFMA_ " %[v_acc_1], acc[14:15], v[94:95], %[v_acc_1] \n"
" buffer_load_dword %[v_os_a3], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_2], acc[16:17], v[64:65], %[v_acc_2] \n"
_UK_MFMA_ " %[v_acc_2], acc[18:19], v[66:67], %[v_acc_2] \n"
" buffer_load_dwordx4 acc[144:147], %[v_os_b1], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_2], acc[20:21], v[68:69], %[v_acc_2] \n"
_UK_MFMA_ " %[v_acc_2], acc[22:23], v[70:71], %[v_acc_2] \n"
" buffer_load_dword %[v_os_a4], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_2], acc[24:25], v[72:73], %[v_acc_2] \n"
_UK_MFMA_ " %[v_acc_2], acc[26:27], v[74:75], %[v_acc_2] \n"
" buffer_load_dwordx4 acc[148:151], %[v_os_b1], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_2], acc[28:29], v[76:77], %[v_acc_2] \n"
_UK_MFMA_ " %[v_acc_2], acc[30:31], v[78:79], %[v_acc_2] \n"
" buffer_load_dword %[v_os_a5], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_3], acc[16:17], v[80:81], %[v_acc_3] \n"
_UK_MFMA_ " %[v_acc_3], acc[18:19], v[82:83], %[v_acc_3] \n"
" buffer_load_dwordx4 acc[152:155], %[v_os_b1], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_3], acc[20:21], v[84:85], %[v_acc_3] \n"
_UK_MFMA_ " %[v_acc_3], acc[22:23], v[86:87], %[v_acc_3] \n"
" buffer_load_dword %[v_os_a6], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_3], acc[24:25], v[88:89], %[v_acc_3] \n"
_UK_MFMA_ " %[v_acc_3], acc[26:27], v[90:91], %[v_acc_3] \n"
" buffer_load_dwordx4 acc[156:159], %[v_os_b1], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_3], acc[28:29], v[92:93], %[v_acc_3] \n"
_UK_MFMA_ " %[v_acc_3], acc[30:31], v[94:95], %[v_acc_3] \n"
" buffer_load_dword %[v_os_a7], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[smem_sz], %[s_m0_init] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " %[v_acc_4], acc[32:33], v[64:65], %[v_acc_4] \n"
_UK_MFMA_ " %[v_acc_4], acc[34:35], v[66:67], %[v_acc_4] \n"
" buffer_load_dwordx4 acc[160:163], %[v_os_b2], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_4], acc[36:37], v[68:69], %[v_acc_4] \n"
_UK_MFMA_ " %[v_acc_4], acc[38:39], v[70:71], %[v_acc_4] \n"
" ds_read_b128 v[96:99], %[v_os_slda], offset:1*%[smem_sz] + %[sld_os_0] \n"
_UK_MFMA_ " %[v_acc_4], acc[40:41], v[72:73], %[v_acc_4] \n"
_UK_MFMA_ " %[v_acc_4], acc[42:43], v[74:75], %[v_acc_4] \n"
" buffer_load_dwordx4 acc[164:167], %[v_os_b2], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_4], acc[44:45], v[76:77], %[v_acc_4] \n"
_UK_MFMA_ " %[v_acc_4], acc[46:47], v[78:79], %[v_acc_4] \n"
" ds_read_b128 v[100:103], %[v_os_slda], offset:1*%[smem_sz] + %[sld_os_1] \n"
_UK_MFMA_ " %[v_acc_5], acc[32:33], v[80:81], %[v_acc_5] \n"
_UK_MFMA_ " %[v_acc_5], acc[34:35], v[82:83], %[v_acc_5] \n"
" buffer_load_dwordx4 acc[168:171], %[v_os_b2], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_5], acc[36:37], v[84:85], %[v_acc_5] \n"
_UK_MFMA_ " %[v_acc_5], acc[38:39], v[86:87], %[v_acc_5] \n"
" ds_read_b128 v[104:107], %[v_os_slda], offset:1*%[smem_sz] + %[sld_os_2] \n"
_UK_MFMA_ " %[v_acc_5], acc[40:41], v[88:89], %[v_acc_5] \n"
_UK_MFMA_ " %[v_acc_5], acc[42:43], v[90:91], %[v_acc_5] \n"
" buffer_load_dwordx4 acc[172:175], %[v_os_b2], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_5], acc[44:45], v[92:93], %[v_acc_5] \n"
_UK_MFMA_ " %[v_acc_5], acc[46:47], v[94:95], %[v_acc_5] \n"
" ds_read_b128 v[108:111], %[v_os_slda], offset:1*%[smem_sz] + %[sld_os_3] \n"
_UK_MFMA_ " %[v_acc_6], acc[48:49], v[64:65], %[v_acc_6] \n"
_UK_MFMA_ " %[v_acc_6], acc[50:51], v[66:67], %[v_acc_6] \n"
" buffer_load_dwordx4 acc[176:179], %[v_os_b3], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_6], acc[52:53], v[68:69], %[v_acc_6] \n"
_UK_MFMA_ " %[v_acc_6], acc[54:55], v[70:71], %[v_acc_6] \n"
" ds_read_b128 v[112:115], %[v_os_slda], offset:1*%[smem_sz] + %[sld_os_4] \n"
_UK_MFMA_ " %[v_acc_6], acc[56:57], v[72:73], %[v_acc_6] \n"
_UK_MFMA_ " %[v_acc_6], acc[58:59], v[74:75], %[v_acc_6] \n"
" buffer_load_dwordx4 acc[180:183], %[v_os_b3], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_6], acc[60:61], v[76:77], %[v_acc_6] \n"
_UK_MFMA_ " %[v_acc_6], acc[62:63], v[78:79], %[v_acc_6] \n"
" ds_read_b128 v[116:119], %[v_os_slda], offset:1*%[smem_sz] + %[sld_os_5] \n"
_UK_MFMA_ " %[v_acc_7], acc[48:49], v[80:81], %[v_acc_7] \n"
_UK_MFMA_ " %[v_acc_7], acc[50:51], v[82:83], %[v_acc_7] \n"
" buffer_load_dwordx4 acc[184:187], %[v_os_b3], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_7], acc[52:53], v[84:85], %[v_acc_7] \n"
_UK_MFMA_ " %[v_acc_7], acc[54:55], v[86:87], %[v_acc_7] \n"
" ds_read_b128 v[120:123], %[v_os_slda], offset:1*%[smem_sz] + %[sld_os_6] \n"
_UK_MFMA_ " %[v_acc_7], acc[56:57], v[88:89], %[v_acc_7] \n"
_UK_MFMA_ " %[v_acc_7], acc[58:59], v[90:91], %[v_acc_7] \n"
" buffer_load_dwordx4 acc[188:191], %[v_os_b3], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_7], acc[60:61], v[92:93], %[v_acc_7] \n"
_UK_MFMA_ " %[v_acc_7], acc[62:63], v[94:95], %[v_acc_7] \n"
" ds_read_b128 v[124:127], %[v_os_slda], offset:1*%[smem_sz] + %[sld_os_7] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " %[v_acc_8], acc[64:65], v[64:65], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[66:67], v[66:67], %[v_acc_8] \n"
" buffer_load_dwordx4 acc[192:195], %[v_os_b4], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_8], acc[68:69], v[68:69], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[70:71], v[70:71], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[72:73], v[72:73], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[74:75], v[74:75], %[v_acc_8] \n"
" buffer_load_dwordx4 acc[196:199], %[v_os_b4], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_8], acc[76:77], v[76:77], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[78:79], v[78:79], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_9], acc[64:65], v[80:81], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[66:67], v[82:83], %[v_acc_9] \n"
" buffer_load_dwordx4 acc[200:203], %[v_os_b4], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_9], acc[68:69], v[84:85], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[70:71], v[86:87], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[72:73], v[88:89], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[74:75], v[90:91], %[v_acc_9] \n"
" buffer_load_dwordx4 acc[204:207], %[v_os_b4], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_9], acc[76:77], v[92:93], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[78:79], v[94:95], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_10], acc[80:81], v[64:65], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[82:83], v[66:67], %[v_acc_10] \n"
" buffer_load_dwordx4 acc[208:211], %[v_os_b5], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_10], acc[84:85], v[68:69], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[86:87], v[70:71], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[88:89], v[72:73], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[90:91], v[74:75], %[v_acc_10] \n"
" buffer_load_dwordx4 acc[212:215], %[v_os_b5], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_10], acc[92:93], v[76:77], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[94:95], v[78:79], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_11], acc[80:81], v[80:81], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[82:83], v[82:83], %[v_acc_11] \n"
" buffer_load_dwordx4 acc[216:219], %[v_os_b5], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_11], acc[84:85], v[84:85], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[86:87], v[86:87], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[88:89], v[88:89], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[90:91], v[90:91], %[v_acc_11] \n"
" buffer_load_dwordx4 acc[220:223], %[v_os_b5], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_11], acc[92:93], v[92:93], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[94:95], v[94:95], %[v_acc_11] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " %[v_acc_12], acc[96:97], v[64:65], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[98:99], v[66:67], %[v_acc_12] \n"
" buffer_load_dwordx4 acc[224:227], %[v_os_b6], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_12], acc[100:101], v[68:69], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[102:103], v[70:71], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[104:105], v[72:73], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[106:107], v[74:75], %[v_acc_12] \n"
" buffer_load_dwordx4 acc[228:231], %[v_os_b6], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_12], acc[108:109], v[76:77], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[110:111], v[78:79], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_13], acc[96:97], v[80:81], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[98:99], v[82:83], %[v_acc_13] \n"
" buffer_load_dwordx4 acc[232:235], %[v_os_b6], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_13], acc[100:101], v[84:85], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[102:103], v[86:87], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[104:105], v[88:89], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[106:107], v[90:91], %[v_acc_13] \n"
" buffer_load_dwordx4 acc[236:239], %[v_os_b6], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_13], acc[108:109], v[92:93], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[110:111], v[94:95], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_14], acc[112:113], v[64:65], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[114:115], v[66:67], %[v_acc_14] \n"
" buffer_load_dwordx4 acc[240:243], %[v_os_b7], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_14], acc[116:117], v[68:69], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[118:119], v[70:71], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[120:121], v[72:73], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[122:123], v[74:75], %[v_acc_14] \n"
" buffer_load_dwordx4 acc[244:247], %[v_os_b7], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_14], acc[124:125], v[76:77], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[126:127], v[78:79], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_15], acc[112:113], v[80:81], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[114:115], v[82:83], %[v_acc_15] \n"
" buffer_load_dwordx4 acc[248:251], %[v_os_b7], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_15], acc[116:117], v[84:85], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[118:119], v[86:87], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[120:121], v[88:89], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[122:123], v[90:91], %[v_acc_15] \n"
" buffer_load_dwordx4 acc[252:255], %[v_os_b7], s[20:23], 0 offen offset:3072\n"
_UK_MFMA_ " %[v_acc_15], acc[124:125], v[92:93], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[126:127], v[94:95], %[v_acc_15] \n"
" s_sub_i32 %[s_loop_cnt], %[s_loop_cnt], 1 \n"
" s_cmp_gt_i32 %[s_loop_cnt] 0 \n"
" s_cbranch_scc0 L_end%= \n"
" s_cmp_gt_i32 %[s_loop_cnt] 2 ; move a with cond \n"
" s_cselect_b32 s86, %[s_tile_os_a], 0 \n"
" s_add_u32 s16, s86, s16 \n"
" s_addc_u32 s17, 0, s17 \n"
" s_cmp_gt_i32 %[s_loop_cnt] 1 ; move b with cond \n"
" s_cselect_b32 s86, %[s_tile_os_b], 0 \n"
" s_add_u32 s20, s86, s20 \n"
" s_addc_u32 s21, 0, s21 \n"
" ;------------------------------------------ \n"
" s_waitcnt vmcnt(24) & lgkmcnt(0) \n"
" s_barrier \n"
_UK_MFMA_ " %[v_acc_0], acc[128:129], v[96:97], %[v_acc_0] \n"
_UK_MFMA_ " %[v_acc_0], acc[130:131], v[98:99], %[v_acc_0] \n"
" buffer_load_dwordx4 acc[0:3], %[v_os_b0], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_0], acc[132:133], v[100:101], %[v_acc_0] \n"
_UK_MFMA_ " %[v_acc_0], acc[134:135], v[102:103], %[v_acc_0] \n"
" buffer_load_dword %[v_os_a0], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_0], acc[136:137], v[104:105], %[v_acc_0] \n"
_UK_MFMA_ " %[v_acc_0], acc[138:139], v[106:107], %[v_acc_0] \n"
" buffer_load_dwordx4 acc[4:7], %[v_os_b0], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_0], acc[140:141], v[108:109], %[v_acc_0] \n"
_UK_MFMA_ " %[v_acc_0], acc[142:143], v[110:111], %[v_acc_0] \n"
" buffer_load_dword %[v_os_a1], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_1], acc[128:129], v[112:113], %[v_acc_1] \n"
_UK_MFMA_ " %[v_acc_1], acc[130:131], v[114:115], %[v_acc_1] \n"
" buffer_load_dwordx4 acc[8:11], %[v_os_b0], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_1], acc[132:133], v[116:117], %[v_acc_1] \n"
_UK_MFMA_ " %[v_acc_1], acc[134:135], v[118:119], %[v_acc_1] \n"
" buffer_load_dword %[v_os_a2], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_1], acc[136:137], v[120:121], %[v_acc_1] \n"
_UK_MFMA_ " %[v_acc_1], acc[138:139], v[122:123], %[v_acc_1] \n"
" buffer_load_dwordx4 acc[12:15], %[v_os_b0], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_1], acc[140:141], v[124:125], %[v_acc_1] \n"
_UK_MFMA_ " %[v_acc_1], acc[142:143], v[126:127], %[v_acc_1] \n"
" buffer_load_dword %[v_os_a3], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_2], acc[144:145], v[96:97], %[v_acc_2] \n"
_UK_MFMA_ " %[v_acc_2], acc[146:147], v[98:99], %[v_acc_2] \n"
" buffer_load_dwordx4 acc[16:19], %[v_os_b1], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_2], acc[148:149], v[100:101], %[v_acc_2] \n"
_UK_MFMA_ " %[v_acc_2], acc[150:151], v[102:103], %[v_acc_2] \n"
" buffer_load_dword %[v_os_a4], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_2], acc[152:153], v[104:105], %[v_acc_2] \n"
_UK_MFMA_ " %[v_acc_2], acc[154:155], v[106:107], %[v_acc_2] \n"
" buffer_load_dwordx4 acc[20:23], %[v_os_b1], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_2], acc[156:157], v[108:109], %[v_acc_2] \n"
_UK_MFMA_ " %[v_acc_2], acc[158:159], v[110:111], %[v_acc_2] \n"
" buffer_load_dword %[v_os_a5], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_3], acc[144:145], v[112:113], %[v_acc_3] \n"
_UK_MFMA_ " %[v_acc_3], acc[146:147], v[114:115], %[v_acc_3] \n"
" buffer_load_dwordx4 acc[24:27], %[v_os_b1], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_3], acc[148:149], v[116:117], %[v_acc_3] \n"
_UK_MFMA_ " %[v_acc_3], acc[150:151], v[118:119], %[v_acc_3] \n"
" buffer_load_dword %[v_os_a6], s[16:19], 0 offen lds \n"
" s_add_u32 m0, %[s_size_per_issue], m0 \n"
_UK_MFMA_ " %[v_acc_3], acc[152:153], v[120:121], %[v_acc_3] \n"
_UK_MFMA_ " %[v_acc_3], acc[154:155], v[122:123], %[v_acc_3] \n"
" buffer_load_dwordx4 acc[28:31], %[v_os_b1], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_3], acc[156:157], v[124:125], %[v_acc_3] \n"
_UK_MFMA_ " %[v_acc_3], acc[158:159], v[126:127], %[v_acc_3] \n"
" buffer_load_dword %[v_os_a7], s[16:19], 0 offen lds \n"
" s_add_u32 m0, 0, %[s_m0_init] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " %[v_acc_4], acc[160:161], v[96:97], %[v_acc_4] \n"
_UK_MFMA_ " %[v_acc_4], acc[162:163], v[98:99], %[v_acc_4] \n"
" buffer_load_dwordx4 acc[32:35], %[v_os_b2], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_4], acc[164:165], v[100:101], %[v_acc_4] \n"
_UK_MFMA_ " %[v_acc_4], acc[166:167], v[102:103], %[v_acc_4] \n"
" ds_read_b128 v[64:67], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_0] \n"
_UK_MFMA_ " %[v_acc_4], acc[168:169], v[104:105], %[v_acc_4] \n"
_UK_MFMA_ " %[v_acc_4], acc[170:171], v[106:107], %[v_acc_4] \n"
" buffer_load_dwordx4 acc[36:39], %[v_os_b2], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_4], acc[172:173], v[108:109], %[v_acc_4] \n"
_UK_MFMA_ " %[v_acc_4], acc[174:175], v[110:111], %[v_acc_4] \n"
" ds_read_b128 v[68:71], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_1] \n"
_UK_MFMA_ " %[v_acc_5], acc[160:161], v[112:113], %[v_acc_5] \n"
_UK_MFMA_ " %[v_acc_5], acc[162:163], v[114:115], %[v_acc_5] \n"
" buffer_load_dwordx4 acc[40:43], %[v_os_b2], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_5], acc[164:165], v[116:117], %[v_acc_5] \n"
_UK_MFMA_ " %[v_acc_5], acc[166:167], v[118:119], %[v_acc_5] \n"
" ds_read_b128 v[72:75], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_2] \n"
_UK_MFMA_ " %[v_acc_5], acc[168:169], v[120:121], %[v_acc_5] \n"
_UK_MFMA_ " %[v_acc_5], acc[170:171], v[122:123], %[v_acc_5] \n"
" buffer_load_dwordx4 acc[44:47], %[v_os_b2], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_5], acc[172:173], v[124:125], %[v_acc_5] \n"
_UK_MFMA_ " %[v_acc_5], acc[174:175], v[126:127], %[v_acc_5] \n"
" ds_read_b128 v[76:79], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_3] \n"
_UK_MFMA_ " %[v_acc_6], acc[176:177], v[96:97], %[v_acc_6] \n"
_UK_MFMA_ " %[v_acc_6], acc[178:179], v[98:99], %[v_acc_6] \n"
" buffer_load_dwordx4 acc[48:51], %[v_os_b3], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_6], acc[180:181], v[100:101], %[v_acc_6] \n"
_UK_MFMA_ " %[v_acc_6], acc[182:183], v[102:103], %[v_acc_6] \n"
" ds_read_b128 v[80:83], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_4] \n"
_UK_MFMA_ " %[v_acc_6], acc[184:185], v[104:105], %[v_acc_6] \n"
_UK_MFMA_ " %[v_acc_6], acc[186:187], v[106:107], %[v_acc_6] \n"
" buffer_load_dwordx4 acc[52:55], %[v_os_b3], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_6], acc[188:189], v[108:109], %[v_acc_6] \n"
_UK_MFMA_ " %[v_acc_6], acc[190:191], v[110:111], %[v_acc_6] \n"
" ds_read_b128 v[84:87], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_5] \n"
_UK_MFMA_ " %[v_acc_7], acc[176:177], v[112:113], %[v_acc_7] \n"
_UK_MFMA_ " %[v_acc_7], acc[178:179], v[114:115], %[v_acc_7] \n"
" buffer_load_dwordx4 acc[56:59], %[v_os_b3], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_7], acc[180:181], v[116:117], %[v_acc_7] \n"
_UK_MFMA_ " %[v_acc_7], acc[182:183], v[118:119], %[v_acc_7] \n"
" ds_read_b128 v[88:91], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_6] \n"
_UK_MFMA_ " %[v_acc_7], acc[184:185], v[120:121], %[v_acc_7] \n"
_UK_MFMA_ " %[v_acc_7], acc[186:187], v[122:123], %[v_acc_7] \n"
" buffer_load_dwordx4 acc[60:63], %[v_os_b3], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_7], acc[188:189], v[124:125], %[v_acc_7] \n"
_UK_MFMA_ " %[v_acc_7], acc[190:191], v[126:127], %[v_acc_7] \n"
" ds_read_b128 v[92:95], %[v_os_slda] offset:0*%[smem_sz] + %[sld_os_7] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " %[v_acc_8], acc[192:193], v[96:97], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[194:195], v[98:99], %[v_acc_8] \n"
" buffer_load_dwordx4 acc[64:67], %[v_os_b4], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_8], acc[196:197], v[100:101], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[198:199], v[102:103], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[200:201], v[104:105], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[202:203], v[106:107], %[v_acc_8] \n"
" buffer_load_dwordx4 acc[68:71], %[v_os_b4], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_8], acc[204:205], v[108:109], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_8], acc[206:207], v[110:111], %[v_acc_8] \n"
_UK_MFMA_ " %[v_acc_9], acc[192:193], v[112:113], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[194:195], v[114:115], %[v_acc_9] \n"
" buffer_load_dwordx4 acc[72:75], %[v_os_b4], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_9], acc[196:197], v[116:117], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[198:199], v[118:119], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[200:201], v[120:121], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[202:203], v[122:123], %[v_acc_9] \n"
" buffer_load_dwordx4 acc[76:79], %[v_os_b4], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_9], acc[204:205], v[124:125], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_9], acc[206:207], v[126:127], %[v_acc_9] \n"
_UK_MFMA_ " %[v_acc_10], acc[208:209], v[96:97], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[210:211], v[98:99], %[v_acc_10] \n"
" buffer_load_dwordx4 acc[80:83], %[v_os_b5], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_10], acc[212:213], v[100:101], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[214:215], v[102:103], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[216:217], v[104:105], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[218:219], v[106:107], %[v_acc_10] \n"
" buffer_load_dwordx4 acc[84:87], %[v_os_b5], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_10], acc[220:221], v[108:109], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_10], acc[222:223], v[110:111], %[v_acc_10] \n"
_UK_MFMA_ " %[v_acc_11], acc[208:209], v[112:113], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[210:211], v[114:115], %[v_acc_11] \n"
" buffer_load_dwordx4 acc[88:91], %[v_os_b5], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_11], acc[212:213], v[116:117], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[214:215], v[118:119], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[216:217], v[120:121], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[218:219], v[122:123], %[v_acc_11] \n"
" buffer_load_dwordx4 acc[92:95], %[v_os_b5], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_11], acc[220:221], v[124:125], %[v_acc_11] \n"
_UK_MFMA_ " %[v_acc_11], acc[222:223], v[126:127], %[v_acc_11] \n"
" s_waitcnt vmcnt(32) \n"
_UK_MFMA_ " %[v_acc_12], acc[224:225], v[96:97], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[226:227], v[98:99], %[v_acc_12] \n"
" buffer_load_dwordx4 acc[96:99], %[v_os_b6], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_12], acc[228:229], v[100:101], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[230:231], v[102:103], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[232:233], v[104:105], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[234:235], v[106:107], %[v_acc_12] \n"
" buffer_load_dwordx4 acc[100:103], %[v_os_b6], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_12], acc[236:237], v[108:109], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_12], acc[238:239], v[110:111], %[v_acc_12] \n"
_UK_MFMA_ " %[v_acc_13], acc[224:225], v[112:113], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[226:227], v[114:115], %[v_acc_13] \n"
" buffer_load_dwordx4 acc[104:107], %[v_os_b6], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_13], acc[228:229], v[116:117], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[230:231], v[118:119], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[232:233], v[120:121], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[234:235], v[122:123], %[v_acc_13] \n"
" buffer_load_dwordx4 acc[108:111], %[v_os_b6], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_13], acc[236:237], v[124:125], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_13], acc[238:239], v[126:127], %[v_acc_13] \n"
_UK_MFMA_ " %[v_acc_14], acc[240:241], v[96:97], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[242:243], v[98:99], %[v_acc_14] \n"
" buffer_load_dwordx4 acc[112:115], %[v_os_b7], s[20:23], 0 offen \n"
_UK_MFMA_ " %[v_acc_14], acc[244:245], v[100:101], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[246:247], v[102:103], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[248:249], v[104:105], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[250:251], v[106:107], %[v_acc_14] \n"
" buffer_load_dwordx4 acc[116:119], %[v_os_b7], s[20:23], 0 offen offset:1024 \n"
_UK_MFMA_ " %[v_acc_14], acc[252:253], v[108:109], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_14], acc[254:255], v[110:111], %[v_acc_14] \n"
_UK_MFMA_ " %[v_acc_15], acc[240:241], v[112:113], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[242:243], v[114:115], %[v_acc_15] \n"
" buffer_load_dwordx4 acc[120:123], %[v_os_b7], s[20:23], 0 offen offset:2048 \n"
_UK_MFMA_ " %[v_acc_15], acc[244:245], v[116:117], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[246:247], v[118:119], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[248:249], v[120:121], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[250:251], v[122:123], %[v_acc_15] \n"
" buffer_load_dwordx4 acc[124:127], %[v_os_b7], s[20:23], 0 offen offset:3072 \n"
_UK_MFMA_ " %[v_acc_15], acc[252:253], v[124:125], %[v_acc_15] \n"
_UK_MFMA_ " %[v_acc_15], acc[254:255], v[126:127], %[v_acc_15] \n"
" s_sub_i32 %[s_loop_cnt], %[s_loop_cnt], 1 \n"
" s_cmp_gt_i32 %[s_loop_cnt] 0 \n"
" s_cbranch_scc0 L_end%= \n"
" s_cmp_gt_i32 %[s_loop_cnt] 2 ; move a with cond \n"
" s_cselect_b32 s86, %[s_tile_os_a], 0 \n"
" s_add_u32 s16, s86, s16 \n"
" s_addc_u32 s17, 0, s17 \n"
" s_cmp_gt_i32 %[s_loop_cnt] 1 ; move b with cond \n"
" s_cselect_b32 s86, %[s_tile_os_b], 0 \n"
" s_add_u32 s20, s86, s20 \n"
" s_addc_u32 s21, 0, s21 \n"
" s_branch L_start%= \n"
"L_end%=: \n"
" s_nop 2 \n"
#undef _UK_MFMA_