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Unverified Commit 989ffa2b authored by Illia Silin's avatar Illia Silin Committed by GitHub
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Merge pull request #263 from ROCm/develop 

Merge from public repo
parents 0dd5d62a cabbacb6
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Showing with 1495 additions and 78 deletions
example/ck_tile/12_smoothquant/example_smoothquant.cpp
View file @ 989ffa2b
......@@ -35,7 +35,8 @@ auto create_args(int argc, char* argv[])
ck_tile::ArgParser arg_parser;
arg_parser.insert("m", "3328", "m dimension")
.insert("n", "4096", "n dimension")
.insert("stride", "-1", "stride per row, if -1 then equal to n")
.insert("x_stride", "-1", "input stride per row, if -1 then equal to n")
.insert("y_stride", "-1", "output stride per row, if -1 then equal to n")
.insert("e", "1e-5", "epsilon")
.insert("v", "1", "cpu validation or not")
.insert("prec", "fp16", "precision")
......@@ -49,11 +50,14 @@ auto create_args(int argc, char* argv[])
template <typename DataType>
bool run(const ck_tile::ArgParser& arg_parser)
{
ck_tile::index_t m = arg_parser.get_int("m");
ck_tile::index_t n = arg_parser.get_int("n");
ck_tile::index_t stride = arg_parser.get_int("stride");
if(stride < 0)
stride = n;
ck_tile::index_t m = arg_parser.get_int("m");
ck_tile::index_t n = arg_parser.get_int("n");
ck_tile::index_t x_stride = arg_parser.get_int("x_stride");
if(x_stride < 0)
x_stride = n;
ck_tile::index_t y_stride = arg_parser.get_int("y_stride");
if(y_stride < 0)
y_stride = n;
std::string data_type = arg_parser.get_str("prec");
int do_validation = arg_parser.get_int("v");
int warmup = arg_parser.get_int("warmup");
......@@ -68,14 +72,14 @@ bool run(const ck_tile::ArgParser& arg_parser)
using ComputeDataType = float;
// host verify
ck_tile::HostTensor<XDataType> x_host({m, n}, {stride, 1});
ck_tile::HostTensor<XDataType> x_host({m, n}, {x_stride, 1});
ck_tile::HostTensor<XScaleDataType> xscale_host({n});
ck_tile::HostTensor<YScaleDataType> yscale_host_ref({m}, {1});
ck_tile::HostTensor<YScaleDataType> yscale_host_dev({m}, {1});
ck_tile::HostTensor<QYDataType> qy_host_ref({m, n}, {stride, 1});
ck_tile::HostTensor<QYDataType> qy_host_dev({m, n}, {stride, 1});
ck_tile::HostTensor<QYDataType> qy_host_ref({m, n}, {y_stride, 1});
ck_tile::HostTensor<QYDataType> qy_host_dev({m, n}, {y_stride, 1});
ck_tile::FillUniformDistribution<XDataType>{-.5f, .5f}(x_host);
ck_tile::FillUniformDistribution<XScaleDataType>{1e-3, .5f}(xscale_host);
......@@ -116,7 +120,8 @@ bool run(const ck_tile::ArgParser& arg_parser)
qy_buf.GetDeviceBuffer(),
m,
n,
stride};
x_stride,
y_stride};
auto kargs = Kernel::MakeKargs(args);
......@@ -133,7 +138,7 @@ bool run(const ck_tile::ArgParser& arg_parser)
if(do_validation)
{
using YDataType = ComputeDataType;
ck_tile::HostTensor<ComputeDataType> y_host({m, n}, {stride, 1});
ck_tile::HostTensor<ComputeDataType> y_host({m, n}, {y_stride, 1});
// smooth outlier
{
auto f = [&](auto n_) {
......@@ -183,7 +188,7 @@ bool run(const ck_tile::ArgParser& arg_parser)
qy_buf.FromDevice(qy_host_dev.data());
auto [rtol, atol] = get_elimit<QYDataType>();
if(stride == n)
if(y_stride == n)
{
pass = ck_tile::check_err(qy_host_dev,
qy_host_ref,
......@@ -195,10 +200,12 @@ bool run(const ck_tile::ArgParser& arg_parser)
{
for(int i_r = 0; i_r < m; i_r++)
{
std::vector<QYDataType> qy_host_dev_row(qy_host_dev.begin() + i_r * stride,
qy_host_dev.begin() + i_r * stride + n);
std::vector<QYDataType> qy_host_ref_row(qy_host_ref.begin() + i_r * stride,
qy_host_ref.begin() + i_r * stride + n);
std::vector<QYDataType> qy_host_dev_row(qy_host_dev.begin() + i_r * y_stride,
qy_host_dev.begin() + i_r * y_stride +
n);
std::vector<QYDataType> qy_host_ref_row(qy_host_ref.begin() + i_r * y_stride,
qy_host_ref.begin() + i_r * y_stride +
n);
pass &= ck_tile::check_err(qy_host_dev_row,
qy_host_ref_row,
std::string("qy[") + std::to_string(i_r) +
......@@ -210,8 +217,9 @@ bool run(const ck_tile::ArgParser& arg_parser)
}
std::cout << "[" << data_type << "]"
<< " m:" << m << ", n:" << n << ", stride:" << stride
<< ", valid:" << (pass ? "y" : "n") << std::flush << std::endl;
<< " m:" << m << ", n:" << n << ", x_stride:" << x_stride
<< ", y_stride:" << y_stride << ", valid:" << (pass ? "y" : "n") << std::flush
<< std::endl;
}
return pass;
......
example/ck_tile/12_smoothquant/smoothquant.cpp
View file @ 989ffa2b
......@@ -33,7 +33,8 @@ auto create_args(int argc, char* argv[])
ck_tile::ArgParser arg_parser;
arg_parser.insert("m", "3328", "m dimension")
.insert("n", "4096", "n dimension")
.insert("stride", "-1", "stride per row, if -1 then equal to n")
.insert("x_stride", "-1", "input stride per row, if -1 then equal to n")
.insert("y_stride", "-1", "output stride per row, if -1 then equal to n")
.insert("v", "1", "cpu validation or not")
.insert("kname", "1", "print kernel name or not")
.insert("prec", "fp16", "precision")
......@@ -47,18 +48,21 @@ auto create_args(int argc, char* argv[])
template <typename DataType>
bool run(const ck_tile::ArgParser& arg_parser)
{
ck_tile::index_t m = arg_parser.get_int("m");
ck_tile::index_t n = arg_parser.get_int("n");
ck_tile::index_t stride = arg_parser.get_int("stride");
if(stride < 0)
stride = n;
ck_tile::index_t m = arg_parser.get_int("m");
ck_tile::index_t n = arg_parser.get_int("n");
ck_tile::index_t x_stride = arg_parser.get_int("x_stride");
if(x_stride < 0)
x_stride = n;
ck_tile::index_t y_stride = arg_parser.get_int("y_stride");
if(y_stride < 0)
y_stride = n;
std::string data_type = arg_parser.get_str("prec");
int kname = arg_parser.get_int("kname");
int do_validation = arg_parser.get_int("v");
int warmup = arg_parser.get_int("warmup");
int repeat = arg_parser.get_int("repeat");
assert(stride >= n);
assert(x_stride >= n);
using TypeConfig = SmoothquantTypeConfig<DataType>;
......@@ -69,14 +73,14 @@ bool run(const ck_tile::ArgParser& arg_parser)
using ComputeDataType = typename TypeConfig::ComputeDataType;
// host verify
ck_tile::HostTensor<XDataType> x_host({m, n}, {stride, 1});
ck_tile::HostTensor<XDataType> x_host({m, n}, {x_stride, 1});
ck_tile::HostTensor<XScaleDataType> xscale_host({n});
ck_tile::HostTensor<YScaleDataType> yscale_host_ref({m}, {1});
ck_tile::HostTensor<YScaleDataType> yscale_host_dev({m}, {1});
ck_tile::HostTensor<QYDataType> qy_host_ref({m, n}, {stride, 1});
ck_tile::HostTensor<QYDataType> qy_host_dev({m, n}, {stride, 1});
ck_tile::HostTensor<QYDataType> qy_host_ref({m, n}, {y_stride, 1});
ck_tile::HostTensor<QYDataType> qy_host_dev({m, n}, {y_stride, 1});
ck_tile::FillUniformDistribution<XDataType>{-.5f, .5f}(x_host);
ck_tile::FillUniformDistribution<XScaleDataType>{1e-3, .5f}(xscale_host);
......@@ -90,7 +94,8 @@ bool run(const ck_tile::ArgParser& arg_parser)
xscale_buf.ToDevice(xscale_host.data());
std::cout << "[" << data_type << "]"
<< " m:" << m << ", n:" << n << ", stride:" << stride << std::flush;
<< " m:" << m << ", n:" << n << ", x_stride:" << x_stride << ", y_stride:" << y_stride
<< std::flush;
smoothquant_traits traits{data_type};
......@@ -100,7 +105,8 @@ bool run(const ck_tile::ArgParser& arg_parser)
qy_buf.GetDeviceBuffer(),
m,
n,
stride};
x_stride,
y_stride};
float ave_time = smoothquant(
traits, args, ck_tile::stream_config{nullptr, true, kname ? 1 : 0, warmup, repeat});
......@@ -116,7 +122,7 @@ bool run(const ck_tile::ArgParser& arg_parser)
if(do_validation)
{
using YDataType = ComputeDataType;
ck_tile::HostTensor<ComputeDataType> y_host({m, n}, {stride, 1});
ck_tile::HostTensor<ComputeDataType> y_host({m, n}, {y_stride, 1});
// smooth outlier
{
auto f = [&](auto n_) {
......@@ -166,7 +172,7 @@ bool run(const ck_tile::ArgParser& arg_parser)
qy_buf.FromDevice(qy_host_dev.data());
auto [rtol, atol] = get_elimit<QYDataType>();
if(stride == n)
if(y_stride == n)
{
pass = ck_tile::check_err(qy_host_dev,
qy_host_ref,
......@@ -178,10 +184,12 @@ bool run(const ck_tile::ArgParser& arg_parser)
{
for(int i_r = 0; i_r < m; i_r++)
{
std::vector<QYDataType> qy_host_dev_row(qy_host_dev.begin() + i_r * stride,
qy_host_dev.begin() + i_r * stride + n);
std::vector<QYDataType> qy_host_ref_row(qy_host_ref.begin() + i_r * stride,
qy_host_ref.begin() + i_r * stride + n);
std::vector<QYDataType> qy_host_dev_row(qy_host_dev.begin() + i_r * y_stride,
qy_host_dev.begin() + i_r * y_stride +
n);
std::vector<QYDataType> qy_host_ref_row(qy_host_ref.begin() + i_r * y_stride,
qy_host_ref.begin() + i_r * y_stride +
n);
pass &= ck_tile::check_err(qy_host_dev_row,
qy_host_ref_row,
std::string("qy[") + std::to_string(i_r) +
......
include/ck/config.h.in
View file @ 989ffa2b
......@@ -111,6 +111,22 @@
#cmakedefine CK_USE_WMMA @CK_USE_WMMA@
#endif
#ifndef CK_USE_GFX94
#cmakedefine CK_USE_GFX94 @CK_USE_GFX94@
#endif
#ifndef DCK_USE_OCP_FP8
#cmakedefine DCK_USE_OCP_FP8 @DCK_USE_OCP_FP8@
#endif
#ifndef CK_USE_FNUZ_FP8
#cmakedefine CK_USE_FNUZ_FP8 @CK_USE_FNUZ_FP8@
#endif
#ifndef CK_USE_FP8_ON_UNSUPPORTED_ARCH
#cmakedefine CK_USE_FP8_ON_UNSUPPORTED_ARCH @CK_USE_FP8_ON_UNSUPPORTED_ARCH@
#endif
// clang-format on
#endif // CK_CONFIG_H_IN
include/ck/tensor_operation/gpu/device/device_base.hpp
View file @ 989ffa2b
......@@ -5,6 +5,8 @@
#include <string>
#include <sstream>
#include <regex>
#include <optional>
#include "ck/stream_config.hpp"
......@@ -12,6 +14,34 @@ namespace ck {
namespace tensor_operation {
namespace device {
#define GET_OBJECT_NAME_IMLP \
std::optional<std::string> GetObjectName() const override \
{ \
std::string str = __PRETTY_FUNCTION__; \
static std::regex obj_name_expr{"<std::string> (.*)::GetObjectName"}; \
std::smatch match; \
if(!std::regex_search(str, match, obj_name_expr)) \
{ \
return str; \
} \
return std::string(match[1]) + ';'; \
}
#define GET_TEMPLATE_INFO_IMPL \
std::optional<std::string> GetTemplateInfo() const override \
{ \
std::string str = __PRETTY_FUNCTION__; \
static std::regex template_expr{"\\[(.*)\\]"}; \
std::smatch match; \
if(!std::regex_search(str, match, template_expr)) \
{ \
return std::nullopt; \
} \
return std::string(match[1]); \
}
#define REGISTER_EXTRA_PRINTING_METHODS GET_OBJECT_NAME_IMLP GET_TEMPLATE_INFO_IMPL
struct BaseArgument
{
BaseArgument() = default;
......@@ -48,6 +78,10 @@ struct BaseOperator
virtual std::string GetTypeIdName() const { return typeid(*this).name(); }
virtual std::optional<std::string> GetObjectName() const { return std::nullopt; }
virtual std::optional<std::string> GetTemplateInfo() const { return std::nullopt; }
virtual std::string GetTypeIdHashCode() const
{
std::ostringstream oss;
......
include/ck/tensor_operation/gpu/device/device_batched_gemm_multi_d.hpp
View file @ 989ffa2b
......@@ -89,7 +89,8 @@ struct DeviceBatchedGemmV2MultiD : public BaseOperator
index_t BatchStrideE,
AElementwiseOperation a_element_op,
BElementwiseOperation b_element_op,
CDEElementwiseOperation cde_element_op) = 0;
CDEElementwiseOperation cde_element_op,
index_t KBatch) = 0;
virtual std::unique_ptr<BaseInvoker> MakeInvokerPointer() = 0;
};
......
include/ck/tensor_operation/gpu/device/impl/device_batched_gemm_multiple_d_xdl_cshuffle_v3.hpp
View file @ 989ffa2b
......@@ -41,12 +41,15 @@ __global__ void
__shared__ char p_shared[GridwiseGemm::GetSharedMemoryNumberOfByte()];
const index_t g_idx = blockIdx.z % karg.Batch;
const index_t k_idx = blockIdx.z / karg.Batch;
const auto a_batch_offset = karg.compute_ptr_offset_of_batch.GetAPtrOffset(g_idx);
const auto b_batch_offset = karg.compute_ptr_offset_of_batch.GetBPtrOffset(g_idx);
const auto ds_batch_offset = karg.compute_ptr_offset_of_batch.GetDsPtrOffset(g_idx);
const auto c_batch_offset = karg.compute_ptr_offset_of_batch.GetCPtrOffset(g_idx);
auto splitk_batch_offset = typename GridwiseGemm::SplitKBatchOffset(karg, k_idx);
// populate pointer, desc for Ds
static_for<0, GridwiseGemm::NumDTensor, 1>{}([&](auto i) {
// D pointer
......@@ -54,8 +57,8 @@ __global__ void
});
GridwiseGemm::template Run<HasMainKBlockLoop, CGlobalMemoryDataOperation, TailNum>(
karg.p_a_grid + a_batch_offset,
karg.p_b_grid + b_batch_offset,
karg.p_a_grid + a_batch_offset + splitk_batch_offset.a_k_split_offset,
karg.p_b_grid + b_batch_offset + splitk_batch_offset.b_k_split_offset,
karg.p_ds_grid,
karg.p_c_grid + c_batch_offset,
p_shared,
......@@ -87,12 +90,15 @@ __global__ void
__shared__ char p_shared_1[GridwiseGemm::GetSharedMemoryNumberOfByte()];
const index_t g_idx = blockIdx.z % karg.Batch;
const index_t k_idx = blockIdx.z / karg.Batch;
const auto a_batch_offset = karg.compute_ptr_offset_of_batch.GetAPtrOffset(g_idx);
const auto b_batch_offset = karg.compute_ptr_offset_of_batch.GetBPtrOffset(g_idx);
const auto ds_batch_offset = karg.compute_ptr_offset_of_batch.GetDsPtrOffset(g_idx);
const auto c_batch_offset = karg.compute_ptr_offset_of_batch.GetCPtrOffset(g_idx);
auto splitk_batch_offset = typename GridwiseGemm::SplitKBatchOffset(karg, k_idx);
// populate pointer, desc for Ds
static_for<0, GridwiseGemm::NumDTensor, 1>{}([&](auto i) {
// D pointer
......@@ -100,8 +106,8 @@ __global__ void
});
GridwiseGemm::template Run_2Lds<HasMainKBlockLoop, CGlobalMemoryDataOperation, TailNum>(
karg.p_a_grid + a_batch_offset,
karg.p_b_grid + b_batch_offset,
karg.p_a_grid + a_batch_offset + splitk_batch_offset.a_k_split_offset,
karg.p_b_grid + b_batch_offset + splitk_batch_offset.b_k_split_offset,
karg.p_ds_grid,
karg.p_c_grid + c_batch_offset,
p_shared_0,
......@@ -303,7 +309,8 @@ struct DeviceBatchedGemmMultiD_Xdl_CShuffle_V3
index_t Batch_,
AElementwiseOperation a_element_op_,
BElementwiseOperation b_element_op_,
CElementwiseOperation c_element_op_)
CElementwiseOperation c_element_op_,
index_t KBatch_)
: GridwiseGemm::Argument{p_a_grid_,
p_b_grid_,
p_ds_grid_,
......@@ -315,7 +322,7 @@ struct DeviceBatchedGemmMultiD_Xdl_CShuffle_V3
StrideB_,
StrideDs_,
StrideE_,
1,
KBatch_,
a_element_op_,
b_element_op_,
c_element_op_},
......@@ -336,13 +343,14 @@ struct DeviceBatchedGemmMultiD_Xdl_CShuffle_V3
arg.Print();
}
if(!GridwiseGemm::CheckValidity(arg) || arg.KBatch > 1)
if(!GridwiseGemm::CheckValidity(arg))
{
throw std::runtime_error("wrong! GridwiseGemm has invalid setting");
}
index_t gdx, gdy, gdz;
std::tie(gdx, gdy, gdz) = GridwiseGemm::CalculateGridSize(arg.M, arg.N, arg.Batch);
std::tie(gdx, gdy, gdz) =
GridwiseGemm::CalculateGridSize(arg.M, arg.N, arg.Batch * arg.KBatch);
float ave_time = 0;
......@@ -387,10 +395,11 @@ struct DeviceBatchedGemmMultiD_Xdl_CShuffle_V3
rotating_mem.Next();
// clear c mem
if(arg_.KBatch > 1)
hipGetErrorString(hipMemsetAsync(arg_.p_c_grid,
0,
arg_.M * arg_.N * sizeof(CDataType),
stream_config.stream_id_));
hipGetErrorString(
hipMemsetAsync(arg_.p_c_grid,
0,
arg.Batch * arg_.M * arg_.N * sizeof(CDataType),
stream_config.stream_id_));
};
ave_time = ck::utility::launch_and_time_kernel_with_preprocess<false>(
......@@ -889,7 +898,8 @@ struct DeviceBatchedGemmMultiD_Xdl_CShuffle_V3
index_t BatchStrideE,
AElementwiseOperation a_element_op,
BElementwiseOperation b_element_op,
CElementwiseOperation c_element_op)
CElementwiseOperation c_element_op,
index_t KBatch = 1)
{
return Argument{static_cast<const ADataType*>(p_a),
static_cast<const BDataType*>(p_b),
......@@ -909,7 +919,8 @@ struct DeviceBatchedGemmMultiD_Xdl_CShuffle_V3
Batch,
a_element_op,
b_element_op,
c_element_op};
c_element_op,
KBatch};
}
static auto MakeInvoker() { return Invoker{}; }
......@@ -934,7 +945,8 @@ struct DeviceBatchedGemmMultiD_Xdl_CShuffle_V3
index_t BatchStrideE,
AElementwiseOperation a_element_op,
BElementwiseOperation b_element_op,
CElementwiseOperation c_element_op) override
CElementwiseOperation c_element_op,
index_t KBatch = 1) override
{
return std::make_unique<Argument>(static_cast<const ADataType*>(p_a),
static_cast<const BDataType*>(p_b),
......@@ -954,7 +966,8 @@ struct DeviceBatchedGemmMultiD_Xdl_CShuffle_V3
Batch,
a_element_op,
b_element_op,
c_element_op);
c_element_op,
KBatch);
}
// polymorphic
......
include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp
View file @ 989ffa2b
......@@ -729,6 +729,7 @@ struct DeviceGemm_Xdl_CShuffleV3 : public DeviceGemmV2<ALayout,
return str.str();
}
REGISTER_EXTRA_PRINTING_METHODS
};
} // namespace device
......
include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3_multi_d.hpp
View file @ 989ffa2b
......@@ -41,7 +41,7 @@ __global__ void
#if(!defined(__HIP_DEVICE_COMPILE__) || defined(__gfx9__))
__shared__ char p_shared[GridwiseGemm::GetSharedMemoryNumberOfByte()];
auto splitk_batch_offset = typename GridwiseGemm::SplitKBatchOffset(karg);
auto splitk_batch_offset = typename GridwiseGemm::SplitKBatchOffset(karg, blockIdx.z);
GridwiseGemm::template Run<HasMainKBlockLoop, CGlobalMemoryDataOperation, TailNum>(
karg.p_a_grid + splitk_batch_offset.a_k_split_offset,
......@@ -76,7 +76,7 @@ __global__ void
__shared__ char p_shared_0[GridwiseGemm::GetSharedMemoryNumberOfByte()];
__shared__ char p_shared_1[GridwiseGemm::GetSharedMemoryNumberOfByte()];
auto splitk_batch_offset = typename GridwiseGemm::SplitKBatchOffset(karg);
auto splitk_batch_offset = typename GridwiseGemm::SplitKBatchOffset(karg, blockIdx.z);
GridwiseGemm::template Run_2Lds<HasMainKBlockLoop, CGlobalMemoryDataOperation, TailNum>(
karg.p_a_grid + splitk_batch_offset.a_k_split_offset,
......@@ -639,27 +639,27 @@ struct GridwiseGemmMultiD_xdl_cshuffle_v3
struct SplitKBatchOffset
{
__device__ SplitKBatchOffset(Argument& karg)
__device__ SplitKBatchOffset(Argument& karg, index_t k_id)
{
if constexpr(is_same_v<tensor_layout::gemm::RowMajor, ALayout>)
{
a_k_split_offset = blockIdx.z * karg.KRead;
a_k_split_offset = k_id * karg.KRead;
}
else if constexpr(is_same_v<tensor_layout::gemm::ColumnMajor, ALayout>)
{
a_k_split_offset = blockIdx.z * karg.KRead * karg.StrideA;
a_k_split_offset = k_id * karg.KRead * karg.StrideA;
}
if constexpr(is_same_v<tensor_layout::gemm::RowMajor, BLayout>)
{
b_k_split_offset = blockIdx.z * karg.KRead * karg.StrideB;
b_k_split_offset = k_id * karg.KRead * karg.StrideB;
}
else if constexpr(is_same_v<tensor_layout::gemm::ColumnMajor, BLayout>)
{
b_k_split_offset = blockIdx.z * karg.KRead;
b_k_split_offset = k_id * karg.KRead;
}
if(blockIdx.z < static_cast<uint32_t>(karg.KBatch - 1))
if(k_id < karg.KBatch - 1)
{
karg.K = karg.KRead;
}
......
include/ck/utility/amd_ck_fp8.hpp
View file @ 989ffa2b
......@@ -18,6 +18,20 @@
#define CK_USE_OCP_FP8 0
#endif
namespace {
// https://en.cppreference.com/w/cpp/types/conditional
template <bool B, class T, class F>
struct conditional
{
using type = T;
};
template <class T, class F>
struct conditional<false, T, F>
{
using type = F;
};
} // namespace
namespace ck {
using f8_fnuz_t = _BitInt(8);
......@@ -191,11 +205,10 @@ __host__ __device__ static inline T cast_from_f8(fp8_storage_t x)
}
}
typename __hip_internal::conditional<
typename conditional<
sizeof(T) == 2,
unsigned short int,
typename __hip_internal::conditional<sizeof(T) == 4, unsigned int, unsigned long long>::
type>::type retval;
typename conditional<sizeof(T) == 4, unsigned int, unsigned long long>::type>::type retval;
if constexpr(we == 5 && is_half && !is_fnuz)
{
......@@ -538,11 +551,10 @@ __host__ __device__ static inline fp8_storage_t cast_to_f8(T _x, unsigned int rn
constexpr int mfmt = (sizeof(T) == 8) ? 52 : ((sizeof(T) == 4) ? 23 : 10);
using T_bitwise = typename __hip_internal::conditional<
using T_bitwise = typename conditional<
sizeof(T) == 2,
unsigned short int,
typename __hip_internal::conditional<sizeof(T) == 4, unsigned int, unsigned long long>::
type>::type;
typename conditional<sizeof(T) == 4, unsigned int, unsigned long long>::type>::type;
T_bitwise x_bitwise = bit_cast<T_bitwise>(_x);
unsigned long long x{x_bitwise};
......
include/ck/utility/math_v2.hpp
View file @ 989ffa2b
......@@ -611,7 +611,7 @@ inline __device__ int8_t neg<int8_t>(int8_t x)
template <>
inline __device__ half_t neg<half_t>(half_t x)
{
return __hneg(x);
return __hneg(static_cast<__half>(x));
};
template <typename T>
......
include/ck_tile/README.md
View file @ 989ffa2b
......@@ -45,5 +45,8 @@ our implementation of different device operators.
**[ops/epilogue]**
epilogue part of our kernel. We may extend this epilogue part to let users to build their own cutomized epilogues.
**[ref]**
reference implementation of cpu or gpu. This folder is supposed to include a specific header on demand.
## examples
currently we put all ck_tile related example under [/example/ck_tile](/example/ck_tile/) folder. Please check each example's subfolder.
include/ck_tile/core.hpp
View file @ 989ffa2b
......@@ -54,6 +54,7 @@
#include "ck_tile/core/tensor/tile_window_linear.hpp"
#include "ck_tile/core/tensor/tile_window_utils.hpp"
#include "ck_tile/core/tensor/update_tile.hpp"
#include "ck_tile/core/utility/amd_address_space.hpp"
#include "ck_tile/core/utility/bit_cast.hpp"
#include "ck_tile/core/utility/functional.hpp"
#include "ck_tile/core/utility/functional_with_tuple.hpp"
......
include/ck_tile/ops/flatmm.hpp
View file @ 989ffa2b
......@@ -5,6 +5,7 @@
#include "ck_tile/ops/flatmm/block/flatmm_32x512x128_1x4x1_16x16x32.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_sn_32x128x512_1x4x1_16x16x32.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_sn_32x128x512_1x4x1_16x16x32_itl.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_uk_config.hpp"
#include "ck_tile/ops/common/generic_2d_block_shape.hpp"
#include "ck_tile/ops/common/tensor_layout.hpp"
include/ck_tile/ops/flatmm/block/flatmm_sn_32x128x512_1x4x1_16x16x32_itl.hpp 0 → 100644
View file @ 989ffa2b
// 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"
#include "ck_tile/ops/flatmm/block/flatmm_sn_32x128x512_1x4x1_16x16x32.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_BF16_itl : 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_itl.inc"
#undef CK_TILE_FLATMM_UK_MFMA
:[smem_]"+r"(smem),
// [s_loop_cnt]"+s"(loop_cnt),
[s_loop_cnt]"+s"(n),
[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","s59","s80",
"v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17",
"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_itl : 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_itl.inc"
#undef CK_TILE_FLATMM_UK_MFMA
:[smem_]"+r"(smem),
[s_loop_cnt]"+s"(n),
[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","s59","s80",
"v10", "v11", "v12", "v13", "v14", "v15", "v16", "v17",
"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
include/ck_tile/ops/flatmm/block/uk/flatmm_sn_uk_gfx9_32x128x512_1x4x1_16x16x16_itl.inc 0 → 100644
View file @ 989ffa2b
#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"
" s_mov_b32 s59, 0 \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_add_u32 s12, %[s_tile_os_b], s12 \n"
" s_addc_u32 s13, 0, s13 \n"
" v_mov_b32 v64, 0 \n"
" v_mov_b32 v80, 0 \n"
" v_mov_b32 v65, 0 \n"
" v_mov_b32 v81, 0 \n"
" v_mov_b32 v66, 0 \n"
" v_mov_b32 v82, 0 \n"
" v_mov_b32 v67, 0 \n"
" v_mov_b32 v83, 0 \n"
" v_mov_b32 v68, 0 \n"
" v_mov_b32 v84, 0 \n"
" v_mov_b32 v69, 0 \n"
" v_mov_b32 v85, 0 \n"
" v_mov_b32 v70, 0 \n"
" v_mov_b32 v86, 0 \n"
" v_mov_b32 v71, 0 \n"
" v_mov_b32 v87, 0 \n"
" ds_write_b64 %[v_sfl_sst], [%[c0],%[c1]] offset:16640 \n"
" ds_write_b64 %[v_sfl_sst], [%[c2],%[c3]] offset:20992 \n"
" ds_write_b64 %[v_sfl_sst], [%[c4],%[c5]] offset:18816 \n"
" ds_write_b64 %[v_sfl_sst], [%[c6],%[c7]] offset:23168 \n"
" s_mov_b32 s80, 0 \n"
" s_waitcnt vmcnt(24) \n"
"label_0AA6: \n"
" s_waitcnt vmcnt(30) & lgkmcnt(0) \n"
" s_barrier \n" _UK_MFMA_ " [%[c0], %[c1], %[c2], %[c3]], acc[0:1], v[128:129], 0 \n"
" ds_read_b32 v10, %[v_sfl_sld] offset:16640 \n"
" ds_read_b32 v11, %[v_sfl_sld] offset:16672 \n"
" ds_write_b64 %[v_sfl_sst], [%[c16],%[c17]] offset:25344 \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[2:3], v[130:131], v[64:67] \n"
" buffer_load_dwordx4 acc[128:131], %[v_os_b0], s[12:15], 0 offen \n"
" ds_write_b64 %[v_sfl_sst], [%[c18],%[c19]] offset:29696 \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[4:5], v[132:133], v[64:67] \n"
" ds_read_b32 v12, %[v_sfl_sld] offset:16704 \n"
" ds_read_b32 v13, %[v_sfl_sld] offset:16736 \n"
" ds_write_b64 %[v_sfl_sst], [%[c20],%[c21]] offset:27520 \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[6:7], v[134:135], v[64:67] \n"
" ds_write_b64 %[v_sfl_sst], [%[c22],%[c23]] offset:31872 \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[8:9], v[136:137], v[64:67] \n"
" ds_read_b32 v14, %[v_sfl_sld] offset:20992 \n"
" ds_read_b32 v15, %[v_sfl_sld] offset:21024 \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[10:11], v[138:139], v[64:67] \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[12:13], v[140:141], v[64:67] \n"
" ds_read_b32 v16, %[v_sfl_sld] offset:21056 \n"
" ds_read_b32 v17, %[v_sfl_sld] offset:21088 \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[14:15], v[142:143], v[64:67] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[0:1], v[192:193], 0 \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[2:3], v[194:195], v[68:71] \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[4:5], v[196:197], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[6:7], v[198:199], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[8:9], v[200:201], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[10:11], v[202:203], v[68:71] \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[12:13], v[204:205], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[14:15], v[206:207], v[68:71] \n"
" s_waitcnt lgkmcnt(0) \n"
" s_mov_b64 exec, %[s_execflag_0] \n" _UK_ATOMIC_ADD_ " %[v_os_o0], v10, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[16:17], v[128:129], 0 \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[18:19], v[130:131], v[72:75] \n"
" buffer_load_dwordx4 acc[144:147], %[v_os_b1], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[20:21], v[132:133], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[22:23], v[134:135], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[24:25], v[136:137], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[26:27], v[138:139], v[72:75] \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[28:29], v[140:141], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[30:31], v[142:143], v[72:75] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[16:17], v[192:193], 0 \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[18:19], v[194:195], v[76:79] \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[20:21], v[196:197], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[22:23], v[198:199], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[24:25], v[200:201], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[26:27], v[202:203], v[76:79] \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[28:29], v[204:205], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[30:31], v[206:207], v[76:79] \n"
" s_mov_b64 exec, %[s_execflag_1] \n" _UK_ATOMIC_ADD_ " %[v_os_o1], v11, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_waitcnt vmcnt(30) \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[32:33], v[144:145], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[34:35], v[146:147], v[64:67] \n"
" buffer_load_dwordx4 acc[160:163], %[v_os_b2], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[36:37], v[148:149], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[38:39], v[150:151], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[40:41], v[152:153], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[42:43], v[154:155], v[64:67] \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[44:45], v[156:157], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[46:47], v[158:159], v[64:67] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[32:33], v[208:209], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[34:35], v[210:211], v[68:71] \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[36:37], v[212:213], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[38:39], v[214:215], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[40:41], v[216:217], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[42:43], v[218:219], v[68:71] \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[44:45], v[220:221], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[46:47], v[222:223], v[68:71] \n"
" s_mov_b64 exec, %[s_execflag_2] \n" _UK_ATOMIC_ADD_ " %[v_os_o2], v12, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[48:49], v[144:145], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[50:51], v[146:147], v[72:75] \n"
" buffer_load_dwordx4 acc[176:179], %[v_os_b3], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[52:53], v[148:149], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[54:55], v[150:151], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[56:57], v[152:153], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[58:59], v[154:155], v[72:75] \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[60:61], v[156:157], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[62:63], v[158:159], v[72:75] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[48:49], v[208:209], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[50:51], v[210:211], v[76:79] \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[52:53], v[212:213], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[54:55], v[214:215], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[56:57], v[216:217], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[58:59], v[218:219], v[76:79] \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[60:61], v[220:221], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[62:63], v[222:223], v[76:79] \n"
" s_mov_b64 exec, %[s_execflag_3] \n" _UK_ATOMIC_ADD_ " %[v_os_o3], v13, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_waitcnt vmcnt(30) \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[64:65], v[160:161], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[66:67], v[162:163], v[64:67] \n"
" buffer_load_dwordx4 acc[192:195], %[v_os_b4], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[68:69], v[164:165], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[70:71], v[166:167], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[72:73], v[168:169], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[74:75], v[170:171], v[64:67] \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[76:77], v[172:173], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[78:79], v[174:175], v[64:67] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[64:65], v[224:225], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[66:67], v[226:227], v[68:71] \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[68:69], v[228:229], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[70:71], v[230:231], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[72:73], v[232:233], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[74:75], v[234:235], v[68:71] \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[76:77], v[236:237], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[78:79], v[238:239], v[68:71] \n"
" s_mov_b64 exec, %[s_execflag_4] \n" _UK_ATOMIC_ADD_ " %[v_os_o4], v14, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[80:81], v[160:161], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[82:83], v[162:163], v[72:75] \n"
" buffer_load_dwordx4 acc[208:211], %[v_os_b5], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[84:85], v[164:165], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[86:87], v[166:167], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[88:89], v[168:169], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[90:91], v[170:171], v[72:75] \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[92:93], v[172:173], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[94:95], v[174:175], v[72:75] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[80:81], v[224:225], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[82:83], v[226:227], v[76:79] \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[84:85], v[228:229], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[86:87], v[230:231], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[88:89], v[232:233], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[90:91], v[234:235], v[76:79] \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[92:93], v[236:237], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[94:95], v[238:239], v[76:79] \n"
" s_mov_b64 exec, %[s_execflag_5] \n" _UK_ATOMIC_ADD_ " %[v_os_o5], v15, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_waitcnt vmcnt(30) \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[96:97], v[176:177], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[98:99], v[178:179], v[64:67] \n"
" buffer_load_dwordx4 acc[224:227], %[v_os_b6], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[100:101], v[180:181], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[102:103], v[182:183], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[104:105], v[184:185], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[106:107], v[186:187], v[64:67] \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[108:109], v[188:189], v[64:67] \n" _UK_MFMA_
" [%[c0], %[c1], %[c2], %[c3]], acc[110:111], v[190:191], v[64:67] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[96:97], v[240:241], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[98:99], v[242:243], v[68:71] \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[100:101], v[244:245], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[102:103], v[246:247], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[104:105], v[248:249], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[106:107], v[250:251], v[68:71] \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[108:109], v[252:253], v[68:71] \n" _UK_MFMA_
" [%[c4], %[c5], %[c6], %[c7]], acc[110:111], v[254:255], v[68:71] \n"
" s_mov_b64 exec, %[s_execflag_6] \n" _UK_ATOMIC_ADD_ " %[v_os_o6], v16, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[112:113], v[176:177], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[114:115], v[178:179], v[72:75] \n"
" buffer_load_dwordx4 acc[240:243], %[v_os_b7], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[116:117], v[180:181], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[118:119], v[182:183], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[120:121], v[184:185], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[122:123], v[186:187], v[72:75] \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[124:125], v[188:189], v[72:75] \n" _UK_MFMA_
" [%[c8], %[c9], %[c10], %[c11]], acc[126:127], v[190:191], v[72:75] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[112:113], v[240:241], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[114:115], v[242:243], v[76:79] \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[116:117], v[244:245], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[118:119], v[246:247], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[120:121], v[248:249], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[122:123], v[250:251], v[76:79] \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[124:125], v[252:253], v[76:79] \n" _UK_MFMA_
" [%[c12], %[c13], %[c14], %[c15]], acc[126:127], v[254:255], v[76:79] \n"
" s_mov_b64 exec, %[s_execflag_7] \n" _UK_ATOMIC_ADD_ " %[v_os_o7], v17, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_add_u32 s60, 0x00000100, s80 \n"
" s_cmp_lt_u32 s60, %[s_loop_cnt] \n"
" s_cselect_b32 s56, %[s_tile_os_b], 0 \n"
" s_add_u32 s12, s56, s12 \n"
" s_addc_u32 s13, 0, s13 \n"
" s_cmp_ge_u32 s80, 0x00000100 \n"
" s_cselect_b32 s59, %[s_tile_os_o], s59 \n"
" s_add_u32 s8, s59, s8 \n"
" s_addc_u32 s9, 0, s9 \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]") " s_addk_i32 s80, 0x0080 \n"
" s_cmp_lt_i32 s80, %[s_loop_cnt] \n"
" s_cbranch_scc0 label_0EC1 \n"
" s_waitcnt vmcnt(30) & lgkmcnt(0) \n"
" s_barrier \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[128:129], v[128:129], 0 \n"
" ds_read_b32 v10, %[v_sfl_sld] offset:25344 \n"
" ds_read_b32 v11, %[v_sfl_sld] offset:25376 \n"
" ds_write_b64 v3, v[64:65] offset:16640 \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[130:131], v[130:131], v[80:83] \n"
" buffer_load_dwordx4 acc[0:3], %[v_os_b0], s[12:15], 0 offen \n"
" ds_write_b64 v3, v[66:67] offset:20992 \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[132:133], v[132:133], v[80:83] \n"
" ds_read_b32 v12, %[v_sfl_sld] offset:25408 \n"
" ds_read_b32 v13, %[v_sfl_sld] offset:25440 \n"
" ds_write_b64 v3, v[68:69] offset:18816 \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[134:135], v[134:135], v[80:83] \n"
" ds_write_b64 v3, v[70:71] offset:23168 \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[136:137], v[136:137], v[80:83] \n"
" ds_read_b32 v14, %[v_sfl_sld] offset:29696 \n"
" ds_read_b32 v15, %[v_sfl_sld] offset:29728 \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[138:139], v[138:139], v[80:83] \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[140:141], v[140:141], v[80:83] \n"
" ds_read_b32 v16, %[v_sfl_sld] offset:29760 \n"
" ds_read_b32 v17, %[v_sfl_sld] offset:29792 \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[142:143], v[142:143], v[80:83] "
"\n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[128:129], v[192:193], 0 \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[130:131], v[194:195], v[84:87] \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[132:133], v[196:197], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[134:135], v[198:199], v[84:87] "
"\n" _UK_MFMA_ " [%[c20], %[c21], %[c22], %[c23]], acc[136:137], v[200:201], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[138:139], v[202:203], v[84:87] \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[140:141], v[204:205], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[142:143], v[206:207], v[84:87] \n"
" s_waitcnt lgkmcnt(0) \n"
" s_mov_b64 exec, %[s_execflag_0] \n" _UK_ATOMIC_ADD_
" %[v_os_o0], v10, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[144:145], v[128:129], 0 \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[146:147], v[130:131], v[88:91] \n"
" buffer_load_dwordx4 acc[16:19], %[v_os_b1], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[148:149], v[132:133], v[88:91] "
"\n" _UK_MFMA_ " [%[c24], %[c25], %[c26], %[c27]], acc[150:151], v[134:135], "
"v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[152:153], v[136:137], v[88:91] "
"\n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[154:155], v[138:139], v[88:91] \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[156:157], v[140:141], "
"v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[158:159], v[142:143], v[88:91] "
"\n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[144:145], v[192:193], 0 \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[146:147], v[194:195], v[92:95] \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[148:149], v[196:197], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[150:151], v[198:199], v[92:95] "
"\n" _UK_MFMA_ " [%[c28], %[c29], %[c30], %[c31]], acc[152:153], v[200:201], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[154:155], v[202:203], v[92:95] \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[156:157], v[204:205], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[158:159], v[206:207], v[92:95] \n"
" s_mov_b64 exec, %[s_execflag_1] \n" _UK_ATOMIC_ADD_
" %[v_os_o1], v11, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_waitcnt vmcnt(30) \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[160:161], v[144:145], v[80:83] "
"\n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[162:163], v[146:147], v[80:83] \n"
" buffer_load_dwordx4 acc[32:35], %[v_os_b2], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[164:165], v[148:149], v[80:83] "
"\n" _UK_MFMA_ " [%[c16], %[c17], %[c18], %[c19]], acc[166:167], v[150:151], "
"v[80:83] \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[168:169], v[152:153], v[80:83] "
"\n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[170:171], v[154:155], v[80:83] \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[172:173], v[156:157], "
"v[80:83] \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[174:175], v[158:159], v[80:83] "
"\n" _UK_MFMA_ " [%[c20], %[c21], %[c22], %[c23]], acc[160:161], v[208:209], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[162:163], v[210:211], v[84:87] \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[164:165], v[212:213], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[166:167], v[214:215], v[84:87] "
"\n" _UK_MFMA_ " [%[c20], %[c21], %[c22], %[c23]], acc[168:169], v[216:217], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[170:171], v[218:219], v[84:87] \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[172:173], v[220:221], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[174:175], v[222:223], v[84:87] \n"
" s_mov_b64 exec, %[s_execflag_2] \n" _UK_ATOMIC_ADD_
" %[v_os_o2], v12, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[176:177], v[144:145], v[88:91] "
"\n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[178:179], v[146:147], v[88:91] \n"
" buffer_load_dwordx4 acc[48:51], %[v_os_b3], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[180:181], v[148:149], v[88:91] "
"\n" _UK_MFMA_ " [%[c24], %[c25], %[c26], %[c27]], acc[182:183], v[150:151], "
"v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[184:185], v[152:153], v[88:91] "
"\n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[186:187], v[154:155], v[88:91] \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[188:189], v[156:157], "
"v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[190:191], v[158:159], v[88:91] "
"\n" _UK_MFMA_ " [%[c28], %[c29], %[c30], %[c31]], acc[176:177], v[208:209], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[178:179], v[210:211], v[92:95] \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[180:181], v[212:213], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[182:183], v[214:215], v[92:95] "
"\n" _UK_MFMA_ " [%[c28], %[c29], %[c30], %[c31]], acc[184:185], v[216:217], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[186:187], v[218:219], v[92:95] \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[188:189], v[220:221], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[190:191], v[222:223], v[92:95] \n"
" s_mov_b64 exec, %[s_execflag_3] \n" _UK_ATOMIC_ADD_
" %[v_os_o3], v13, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_waitcnt vmcnt(30) \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[192:193], v[160:161], v[80:83] "
"\n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[194:195], v[162:163], v[80:83] \n"
" buffer_load_dwordx4 acc[64:67], %[v_os_b4], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[196:197], v[164:165], v[80:83] "
"\n" _UK_MFMA_ " [%[c16], %[c17], %[c18], %[c19]], acc[198:199], v[166:167], "
"v[80:83] \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[200:201], v[168:169], v[80:83] "
"\n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[202:203], v[170:171], v[80:83] \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[204:205], v[172:173], "
"v[80:83] \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[206:207], v[174:175], v[80:83] "
"\n" _UK_MFMA_ " [%[c20], %[c21], %[c22], %[c23]], acc[192:193], v[224:225], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[194:195], v[226:227], v[84:87] \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[196:197], v[228:229], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[198:199], v[230:231], v[84:87] "
"\n" _UK_MFMA_ " [%[c20], %[c21], %[c22], %[c23]], acc[200:201], v[232:233], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[202:203], v[234:235], v[84:87] \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[204:205], v[236:237], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[206:207], v[238:239], v[84:87] \n"
" s_mov_b64 exec, %[s_execflag_4] \n" _UK_ATOMIC_ADD_
" %[v_os_o4], v14, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[208:209], v[160:161], v[88:91] "
"\n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[210:211], v[162:163], v[88:91] \n"
" buffer_load_dwordx4 acc[80:83], %[v_os_b5], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[212:213], v[164:165], v[88:91] "
"\n" _UK_MFMA_ " [%[c24], %[c25], %[c26], %[c27]], acc[214:215], v[166:167], "
"v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[216:217], v[168:169], v[88:91] "
"\n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[218:219], v[170:171], v[88:91] \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[220:221], v[172:173], "
"v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[222:223], v[174:175], v[88:91] "
"\n" _UK_MFMA_ " [%[c28], %[c29], %[c30], %[c31]], acc[208:209], v[224:225], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[210:211], v[226:227], v[92:95] \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[212:213], v[228:229], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[214:215], v[230:231], v[92:95] "
"\n" _UK_MFMA_ " [%[c28], %[c29], %[c30], %[c31]], acc[216:217], v[232:233], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[218:219], v[234:235], v[92:95] \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[220:221], v[236:237], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[222:223], v[238:239], v[92:95] \n"
" s_mov_b64 exec, %[s_execflag_5] \n" _UK_ATOMIC_ADD_
" %[v_os_o5], v15, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_waitcnt vmcnt(30) \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[224:225], v[176:177], v[80:83] "
"\n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[226:227], v[178:179], v[80:83] \n"
" buffer_load_dwordx4 acc[96:99], %[v_os_b6], s[12:15], 0 offen \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[228:229], v[180:181], v[80:83] "
"\n" _UK_MFMA_ " [%[c16], %[c17], %[c18], %[c19]], acc[230:231], v[182:183], "
"v[80:83] \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[232:233], v[184:185], v[80:83] "
"\n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[234:235], v[186:187], v[80:83] \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[236:237], "
"v[188:189], v[80:83] \n" _UK_MFMA_
" [%[c16], %[c17], %[c18], %[c19]], acc[238:239], v[190:191], v[80:83] "
"\n" _UK_MFMA_ " [%[c20], %[c21], %[c22], %[c23]], acc[224:225], v[240:241], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[226:227], v[242:243], v[84:87] \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[228:229], "
"v[244:245], v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[230:231], v[246:247], v[84:87] "
"\n" _UK_MFMA_ " [%[c20], %[c21], %[c22], %[c23]], acc[232:233], v[248:249], "
"v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[234:235], v[250:251], v[84:87] \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[236:237], "
"v[252:253], v[84:87] \n" _UK_MFMA_
" [%[c20], %[c21], %[c22], %[c23]], acc[238:239], v[254:255], v[84:87] \n"
" s_mov_b64 exec, %[s_execflag_6] \n" _UK_ATOMIC_ADD_
" %[v_os_o6], v16, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[240:241], v[176:177], v[88:91] "
"\n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[242:243], v[178:179], v[88:91] \n"
" buffer_load_dwordx4 acc[112:115], %[v_os_b7], s[12:15], 0 offen "
"\n" _UK_MFMA_ " [%[c24], %[c25], %[c26], %[c27]], acc[244:245], v[180:181], "
"v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[246:247], v[182:183], v[88:91] "
"\n" _UK_MFMA_ " [%[c24], %[c25], %[c26], %[c27]], acc[248:249], v[184:185], "
"v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[250:251], v[186:187], v[88:91] \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[252:253], "
"v[188:189], v[88:91] \n" _UK_MFMA_
" [%[c24], %[c25], %[c26], %[c27]], acc[254:255], v[190:191], v[88:91] "
"\n" _UK_MFMA_ " [%[c28], %[c29], %[c30], %[c31]], acc[240:241], v[240:241], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[242:243], v[242:243], v[92:95] \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[244:245], "
"v[244:245], v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[246:247], v[246:247], v[92:95] "
"\n" _UK_MFMA_ " [%[c28], %[c29], %[c30], %[c31]], acc[248:249], v[248:249], "
"v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[250:251], v[250:251], v[92:95] \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[252:253], "
"v[252:253], v[92:95] \n" _UK_MFMA_
" [%[c28], %[c29], %[c30], %[c31]], acc[254:255], v[254:255], v[92:95] \n"
" s_mov_b64 exec, %[s_execflag_7] \n" _UK_ATOMIC_ADD_
" %[v_os_o7], v17, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
" s_add_u32 s60, 0x00000100, s80 \n"
" s_cmp_lt_u32 s60, %[s_loop_cnt] \n"
" s_cselect_b32 s56, s56, 0 \n"
" s_add_u32 s12, s56, s12 \n"
" s_addc_u32 s13, 0, s13 \n"
" s_cmp_ge_u32 s80, 0x00000100 \n"
" s_cselect_b32 s59, 0x00000100, s59 \n"
" s_add_u32 s8, s59, s8 \n"
" s_addc_u32 s9, 0, s9 \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]") " s_addk_i32 s80, 0x0080 \n"
" s_cmp_lt_i32 s80, %[s_loop_cnt] \n"
" s_cbranch_scc0 label_0EC1 \n"
" s_branch label_0AA6 \n"
" label_0EC1: \n"
" s_waitcnt lgkmcnt(0) \n"
" s_barrier \n"
" ds_read_b32 v10, %[v_sfl_sld] offset:16640 \n"
" ds_read_b32 v11, %[v_sfl_sld] offset:16672 \n"
" ds_read_b32 v12, %[v_sfl_sld] offset:16704 \n"
" ds_read_b32 v13, %[v_sfl_sld] offset:16736 \n"
" ds_read_b32 v14, %[v_sfl_sld] offset:20992 \n"
" ds_read_b32 v15, %[v_sfl_sld] offset:21024 \n"
" ds_read_b32 v16, %[v_sfl_sld] offset:21056 \n"
" ds_read_b32 v17, %[v_sfl_sld] offset:21088 \n"
" s_waitcnt lgkmcnt(0) \n"
" s_mov_b64 exec, %[s_execflag_0] \n" _UK_ATOMIC_ADD_
" %[v_os_o0], v10, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_1] \n" _UK_ATOMIC_ADD_
" %[v_os_o1], v11, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_2] \n" _UK_ATOMIC_ADD_
" %[v_os_o2], v12, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_3] \n" _UK_ATOMIC_ADD_
" %[v_os_o3], v13, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_4] \n" _UK_ATOMIC_ADD_
" %[v_os_o4], v14, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_5] \n" _UK_ATOMIC_ADD_
" %[v_os_o5], v15, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_6] \n" _UK_ATOMIC_ADD_
" %[v_os_o6], v16, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_7] \n" _UK_ATOMIC_ADD_
" %[v_os_o7], v17, s[8:9] \n"
" s_mov_b64 exec, s[38:39] "
" \n"
" s_add_u32 s8, s59, s8 \n"
" s_addc_u32 s9, 0, s9 \n"
" ds_write_b64 %[v_sfl_sst], [%[c16],%[c17]] "
"offset:25344 \n"
" ds_write_b64 %[v_sfl_sst], [%[c18],%[c19]] "
"offset:29696 \n"
" ds_write_b64 %[v_sfl_sst], [%[c20],%[c21]] "
"offset:27520 \n"
" ds_write_b64 %[v_sfl_sst], [%[c22],%[c23]] "
"offset:31872 \n"
" s_waitcnt lgkmcnt(0) \n"
" s_barrier \n"
" ds_read_b32 v10, %[v_sfl_sld] offset:25344 \n"
" ds_read_b32 v11, %[v_sfl_sld] offset:25376 \n"
" ds_read_b32 v12, %[v_sfl_sld] offset:25408 \n"
" ds_read_b32 v13, %[v_sfl_sld] offset:25440 \n"
" ds_read_b32 v14, %[v_sfl_sld] offset:29696 \n"
" ds_read_b32 v15, %[v_sfl_sld] offset:29728 \n"
" ds_read_b32 v16, %[v_sfl_sld] offset:29760 \n"
" ds_read_b32 v17, %[v_sfl_sld] offset:29792 \n"
" s_waitcnt lgkmcnt(0) \n"
" s_mov_b64 exec, %[s_execflag_0] \n" _UK_ATOMIC_ADD_
" %[v_os_o0], v10, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_1] \n" _UK_ATOMIC_ADD_
" %[v_os_o1], v11, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_2] \n" _UK_ATOMIC_ADD_
" %[v_os_o2], v12, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_3] \n" _UK_ATOMIC_ADD_
" %[v_os_o3], v13, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_4] \n" _UK_ATOMIC_ADD_
" %[v_os_o4], v14, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_5] \n" _UK_ATOMIC_ADD_
" %[v_os_o5], v15, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_6] \n" _UK_ATOMIC_ADD_
" %[v_os_o6], v16, s[8:9] \n"
" s_mov_b64 exec, %[s_execflag_7] \n" _UK_ATOMIC_ADD_
" %[v_os_o7], v17, s[8:9] \n"
" s_mov_b64 exec, s[38:39] \n"
#undef _UK_MFMA_
#undef _UK_PK_CVT_
#undef _UK_ATOMIC_ADD_
include/ck_tile/ops/fused_moe/pipeline/fused_moegemm_pipeline_flatmm_policy.hpp
View file @ 989ffa2b
......@@ -810,21 +810,46 @@ struct FusedMoeGemmPipelineFlatmmPolicy
CK_TILE_HOST_DEVICE static constexpr auto GetUK_1()
{
using S_ = typename Problem::BlockShape;
using T_ = typename Problem::Traits;
if constexpr(std::is_same_v<typename Problem::YDataType, ck_tile::bf16_t> &&
std::is_same_v<typename Problem::DDataType, ck_tile::bf16_t> &&
std::is_same_v<typename Problem::TopkWeightDataType, float> &&
S_::Block_M1 == 32 && S_::Block_N1 == 128 && S_::Block_K1 == 512 &&
S_::Warp_M0 == 16 && S_::Warp_N0 == 16 && S_::Warp_K0 == 32)
S_::Warp_M0 == 16 && S_::Warp_N0 == 16 && S_::Warp_K0 == 32 &&
T_::PipeInterleave == false)
{
return FlatmmSn_32x128x512_1x4x1_16x16x32_BF16{};
// return FlatmmSn_32x128x512_1x4x1_16x16x32_BF16_itl{};
}
else if constexpr(std::is_same_v<typename Problem::YDataType, ck_tile::fp16_t> &&
std::is_same_v<typename Problem::DDataType, ck_tile::fp16_t> &&
std::is_same_v<typename Problem::TopkWeightDataType, float> &&
S_::Block_M1 == 32 && S_::Block_N1 == 128 && S_::Block_K1 == 512 &&
S_::Warp_M0 == 16 && S_::Warp_N0 == 16 && S_::Warp_K0 == 32)
S_::Warp_M0 == 16 && S_::Warp_N0 == 16 && S_::Warp_K0 == 32 &&
T_::PipeInterleave == false)
{
return FlatmmSn_32x128x512_1x4x1_16x16x32_FP16{};
// return FlatmmSn_32x128x512_1x4x1_16x16x32_FP16_itl{};
}
else if constexpr(std::is_same_v<typename Problem::YDataType, ck_tile::bf16_t> &&
std::is_same_v<typename Problem::DDataType, ck_tile::bf16_t> &&
std::is_same_v<typename Problem::TopkWeightDataType, float> &&
S_::Block_M1 == 32 && S_::Block_N1 == 128 && S_::Block_K1 == 512 &&
S_::Warp_M0 == 16 && S_::Warp_N0 == 16 && S_::Warp_K0 == 32 &&
T_::PipeInterleave == true)
{
// return FlatmmSn_32x128x512_1x4x1_16x16x32_FP16{};
return FlatmmSn_32x128x512_1x4x1_16x16x32_BF16_itl{};
}
else if constexpr(std::is_same_v<typename Problem::YDataType, ck_tile::fp16_t> &&
std::is_same_v<typename Problem::DDataType, ck_tile::fp16_t> &&
std::is_same_v<typename Problem::TopkWeightDataType, float> &&
S_::Block_M1 == 32 && S_::Block_N1 == 128 && S_::Block_K1 == 512 &&
S_::Warp_M0 == 16 && S_::Warp_N0 == 16 && S_::Warp_K0 == 32 &&
T_::PipeInterleave == true)
{
// return FlatmmSn_32x128x512_1x4x1_16x16x32_FP16{};
return FlatmmSn_32x128x512_1x4x1_16x16x32_FP16_itl{};
}
}
};
......
include/ck_tile/ops/fused_moe/pipeline/fused_moegemm_traits.hpp
View file @ 989ffa2b
......@@ -22,7 +22,8 @@ template <bool IsGateOnly_,
FusedMoeGemmWeightPermuteEnum PermuteEnum_ =
FusedMoeGemmWeightPermuteEnum::b_nr_kr_waveflatten,
bool PadHiddenSize_ = false,
bool PadIntermediateSize_ = false>
bool PadIntermediateSize_ = false,
bool PipeInterleave_ = true>
struct FusedMoeGemmTraits
{
// Gate+Up or Gate only
......@@ -32,6 +33,7 @@ struct FusedMoeGemmTraits
static constexpr FusedMoeGemmWeightPermuteEnum PermuteEnum = PermuteEnum_;
static constexpr bool PadHiddenSize = PadHiddenSize_;
static constexpr bool PadIntermediateSize = PadIntermediateSize_;
static constexpr bool PipeInterleave = PipeInterleave_;
};
// Note: this need to be a bit mask
......
include/ck_tile/ops/gemm.hpp
View file @ 989ffa2b
......@@ -23,10 +23,10 @@
#include "ck_tile/ops/gemm/block/block_gemm_asmem_bsmem_creg_v1_default_policy.hpp"
#include "ck_tile/ops/gemm/block/block_gemm_problem.hpp"
#include "ck_tile/ops/gemm/block/block_universal_gemm_as_bs_cr.hpp"
#include "ck_tile/ops/gemm/kernel/batched_gemm_kernel.hpp"
#include "ck_tile/ops/gemm/kernel/gemm_kernel.hpp"
#include "ck_tile/ops/gemm/kernel/gemm_tile_partitioner.hpp"
#include "ck_tile/ops/gemm/kernel/grouped_gemm_kernel.hpp"
#include "ck_tile/ops/gemm/kernel/batched_gemm_kernel.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_base.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_comp_v3.hpp"
#include "ck_tile/ops/gemm/pipeline/gemm_pipeline_ag_bg_cr_mem.hpp"
......
include/ck_tile/ops/smoothquant/kernel/smoothquant_kernel.hpp
View file @ 989ffa2b
......@@ -19,7 +19,8 @@ struct SmoothquantHostArgs
index_t m;
index_t n;
index_t stride; // row_stride
index_t x_stride; // input row_stride
index_t y_stride; // output row_stride
};
// TODO: Extract some type to wrapper class
......@@ -58,14 +59,21 @@ struct Smoothquant
index_t m;
index_t n;
index_t stride; // row_stride
index_t x_stride; // input row_stride
index_t y_stride; // out row_stride
};
using Hargs = SmoothquantHostArgs;
CK_TILE_HOST static constexpr Kargs MakeKargs(const Hargs& hargs)
{
return Kargs{
hargs.p_x, hargs.p_xscale, hargs.p_yscale, hargs.p_qy, hargs.m, hargs.n, hargs.stride};
return Kargs{hargs.p_x,
hargs.p_xscale,
hargs.p_yscale,
hargs.p_qy,
hargs.m,
hargs.n,
hargs.x_stride,
hargs.y_stride};
}
CK_TILE_HOST static constexpr auto GridSize(const Hargs& hargs)
......@@ -116,7 +124,7 @@ struct Smoothquant
const auto tmp_ = make_naive_tensor_view<address_space_enum::global>(
static_cast<const XDataType*>(kargs.p_x),
make_tuple(kargs.m, kargs.n),
make_tuple(kargs.stride, 1),
make_tuple(kargs.x_stride, 1),
number<Vector_N>{},
number<1>{});
......@@ -157,7 +165,7 @@ struct Smoothquant
auto tmp_ = make_naive_tensor_view<address_space_enum::global>(
static_cast<QYDataType*>(kargs.p_qy),
make_tuple(kargs.m, kargs.n),
make_tuple(kargs.stride, 1),
make_tuple(kargs.y_stride, 1),
number<Vector_N>{},
number<1>{});
......
include/ck_tile/ref/README.md 0 → 100644
View file @ 989ffa2b
# reference
this folder contains reference implementation of a specific op. Note by including a specific header, you are including the implementation(expecially the gpu implementation) into your source code, and compile that kernel into the fatbin, hence may increase your kernel obj code length. Usually the header starts with `reference_` is a cpu reference implementation. The header starts with `naive_` contains a gpu implementation with a small launcher.
TODO: move `host/reference` under this folder
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