Skip to content

GitLab

"...composable_kernel_rocm.git" did not exist on "8ce1480430fe08fded62dd6bccc3750cc3ad1548"
Unverified Commit d2217f30 authored by Chao Liu's avatar Chao Liu Committed by GitHub
Browse files

Fix performance issue when passing tensor descriptor from host to kernel by void pointers (#27) 

* use address_space(4) in kernel signature to fix performance issue when passing tensor descriptor from host to kernel by (void) pointers

* remove passing by pointer* option (only use pass by value or void*)
parent 6a5ea493
Hide whitespace changes
Inline Side-by-side
Showing with 545 additions and 1366 deletions
composable_kernel/include/driver/driver_dynamic_convolution_forward_implicit_gemm_v4r4_nchw_kcyx_nkhw.hpp
View file @ d2217f30
...@@ -362,173 +362,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_pad ...@@ -362,173 +362,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_pad
float ave_time = timer.GetElapsedTime() / nrepeat; float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc,
wei_k_c_y_x_global_desc,
out_n_k_ho_wo_global_desc) /
(std::size_t(1000) * 1000 * 1000) / ave_time;
std::cout << "Average time : " << ave_time << " ms, " << perf << " TFlop/s"
<< std::endl;
}
#elif CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_POINTER
using ADesc = decltype(wei_gemmk_gemmm_global_desc);
using BDesc = decltype(in_gemmk_gemmn_global_desc);
using CDesc = decltype(out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
DeviceMem wei_gemmk_gemmm_global_desc_device_buf(sizeof(ADesc));
DeviceMem in_gemmk_gemmn_global_desc_device_buf(sizeof(BDesc));
DeviceMem out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf(sizeof(CDesc));
wei_gemmk_gemmm_global_desc_device_buf.ToDevice(&wei_gemmk_gemmm_global_desc);
in_gemmk_gemmn_global_desc_device_buf.ToDevice(&in_gemmk_gemmn_global_desc);
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf.ToDevice(
&out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
index_t nrepeat = 100;
for(index_t i = 0; i < 5; ++i)
{
std::cout << "Start running " << nrepeat << " times..." << std::endl;
KernelTimer timer;
timer.Start();
for(index_t j = 0; j < nrepeat; ++j)
{
if(has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
const decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
const decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
const decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, true>{});
}
else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
const decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
const decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
const decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, false>{});
}
else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
const decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
const decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
const decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, true>{});
}
else
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
const decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
const decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
const decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, false>{});
}
}
timer.End();
float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc, float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc,
wei_k_c_y_x_global_desc, wei_k_c_y_x_global_desc,
out_n_k_ho_wo_global_desc) / out_n_k_ho_wo_global_desc) /
...@@ -564,111 +397,115 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_pad ...@@ -564,111 +397,115 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_pad
{ {
if(has_main_k_block_loop && has_double_tail_k_block_loop) if(has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(has_main_k_block_loop && !has_double_tail_k_block_loop) else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(!has_main_k_block_loop && has_double_tail_k_block_loop) else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else else
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
} }
...@@ -1035,173 +872,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_no_pad ...@@ -1035,173 +872,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_no_pad
float ave_time = timer.GetElapsedTime() / nrepeat; float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc,
wei_k_c_y_x_global_desc,
out_n_k_ho_wo_global_desc) /
(std::size_t(1000) * 1000 * 1000) / ave_time;
std::cout << "Average time : " << ave_time << " ms, " << perf << " TFlop/s"
<< std::endl;
}
#elif CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_POINTER
using ADesc = decltype(wei_gemmk_gemmm_global_desc);
using BDesc = decltype(in_gemmk_gemmn_global_desc);
using CDesc = decltype(out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
DeviceMem wei_gemmk_gemmm_global_desc_device_buf(sizeof(ADesc));
DeviceMem in_gemmk_gemmn_global_desc_device_buf(sizeof(BDesc));
DeviceMem out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf(sizeof(CDesc));
wei_gemmk_gemmm_global_desc_device_buf.ToDevice(&wei_gemmk_gemmm_global_desc);
in_gemmk_gemmn_global_desc_device_buf.ToDevice(&in_gemmk_gemmn_global_desc);
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf.ToDevice(
&out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
index_t nrepeat = 100;
for(index_t i = 0; i < 5; ++i)
{
std::cout << "Start running " << nrepeat << " times..." << std::endl;
KernelTimer timer;
timer.Start();
for(index_t j = 0; j < nrepeat; ++j)
{
if(has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, true>{});
}
else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, false>{});
}
else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, true>{});
}
else
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, false>{});
}
}
timer.End();
float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc, float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc,
wei_k_c_y_x_global_desc, wei_k_c_y_x_global_desc,
out_n_k_ho_wo_global_desc) / out_n_k_ho_wo_global_desc) /
...@@ -1237,111 +907,115 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_no_pad ...@@ -1237,111 +907,115 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_no_pad
{ {
if(has_main_k_block_loop && has_double_tail_k_block_loop) if(has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(has_main_k_block_loop && !has_double_tail_k_block_loop) else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(!has_main_k_block_loop && has_double_tail_k_block_loop) else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else else
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
} }
...@@ -1694,173 +1368,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_1x1 ...@@ -1694,173 +1368,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_1x1
float ave_time = timer.GetElapsedTime() / nrepeat; float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc,
wei_k_c_y_x_global_desc,
out_n_k_ho_wo_global_desc) /
(std::size_t(1000) * 1000 * 1000) / ave_time;
std::cout << "Average time : " << ave_time << " ms, " << perf << " TFlop/s"
<< std::endl;
}
#elif CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_POINTER
using ADesc = decltype(wei_gemmk_gemmm_global_desc);
using BDesc = decltype(in_gemmk_gemmn_global_desc);
using CDesc = decltype(out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
DeviceMem wei_gemmk_gemmm_global_desc_device_buf(sizeof(ADesc));
DeviceMem in_gemmk_gemmn_global_desc_device_buf(sizeof(BDesc));
DeviceMem out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf(sizeof(CDesc));
wei_gemmk_gemmm_global_desc_device_buf.ToDevice(&wei_gemmk_gemmm_global_desc);
in_gemmk_gemmn_global_desc_device_buf.ToDevice(&in_gemmk_gemmn_global_desc);
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf.ToDevice(
&out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
index_t nrepeat = 100;
for(index_t i = 0; i < 5; ++i)
{
std::cout << "Start running " << nrepeat << " times..." << std::endl;
KernelTimer timer;
timer.Start();
for(index_t j = 0; j < nrepeat; ++j)
{
if(has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, true>{});
}
else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, false>{});
}
else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, true>{});
}
else
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, false>{});
}
}
timer.End();
float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc, float perf = (float)calculate_convolution_flops(in_n_c_hi_wi_global_desc,
wei_k_c_y_x_global_desc, wei_k_c_y_x_global_desc,
out_n_k_ho_wo_global_desc) / out_n_k_ho_wo_global_desc) /
...@@ -1896,111 +1403,115 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_1x1 ...@@ -1896,111 +1403,115 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nchw_kcyx_nkhw_1x1
{ {
if(has_main_k_block_loop && has_double_tail_k_block_loop) if(has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(has_main_k_block_loop && !has_double_tail_k_block_loop) else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(!has_main_k_block_loop && has_double_tail_k_block_loop) else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else else
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
} }
......
composable_kernel/include/driver/driver_dynamic_convolution_forward_implicit_gemm_v4r4_nhwc_kyxc_nhwk.hpp
View file @ d2217f30
...@@ -363,171 +363,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nhwc_kyxc_nhwk_pad ...@@ -363,171 +363,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nhwc_kyxc_nhwk_pad
float ave_time = timer.GetElapsedTime() / nrepeat; float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)(std::size_t(2) * N * K * Ho * Wo * C * Y * X) /
(std::size_t(1000) * 1000 * 1000) / ave_time;
std::cout << "Average time : " << ave_time << " ms, " << perf << " TFlop/s"
<< std::endl;
}
#elif CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_POINTER
using ADesc = decltype(wei_gemmk_gemmm_global_desc);
using BDesc = decltype(in_gemmk_gemmn_global_desc);
using CDesc = decltype(out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
DeviceMem wei_gemmk_gemmm_global_desc_device_buf(sizeof(ADesc));
DeviceMem in_gemmk_gemmn_global_desc_device_buf(sizeof(BDesc));
DeviceMem out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf(sizeof(CDesc));
wei_gemmk_gemmm_global_desc_device_buf.ToDevice(&wei_gemmk_gemmm_global_desc);
in_gemmk_gemmn_global_desc_device_buf.ToDevice(&in_gemmk_gemmn_global_desc);
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf.ToDevice(
&out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
index_t nrepeat = 100;
for(index_t i = 0; i < 5; ++i)
{
std::cout << "Start running " << nrepeat << " times..." << std::endl;
KernelTimer timer;
timer.Start();
for(index_t j = 0; j < nrepeat; ++j)
{
if(has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, true>{});
}
else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, false>{});
}
else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, true>{});
}
else
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, false>{});
}
}
timer.End();
float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)(std::size_t(2) * N * K * Ho * Wo * C * Y * X) / float perf = (float)(std::size_t(2) * N * K * Ho * Wo * C * Y * X) /
(std::size_t(1000) * 1000 * 1000) / ave_time; (std::size_t(1000) * 1000 * 1000) / ave_time;
...@@ -561,111 +396,115 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nhwc_kyxc_nhwk_pad ...@@ -561,111 +396,115 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nhwc_kyxc_nhwk_pad
{ {
if(has_main_k_block_loop && has_double_tail_k_block_loop) if(has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(has_main_k_block_loop && !has_double_tail_k_block_loop) else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(!has_main_k_block_loop && has_double_tail_k_block_loop) else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else else
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
} }
...@@ -1017,171 +856,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nhwc_kyxc_nhwk_1x1 ...@@ -1017,171 +856,6 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nhwc_kyxc_nhwk_1x1
float ave_time = timer.GetElapsedTime() / nrepeat; float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)(std::size_t(2) * N * K * Ho * Wo * C * Y * X) /
(std::size_t(1000) * 1000 * 1000) / ave_time;
std::cout << "Average time : " << ave_time << " ms, " << perf << " TFlop/s"
<< std::endl;
}
#elif CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_POINTER
using ADesc = decltype(wei_gemmk_gemmm_global_desc);
using BDesc = decltype(in_gemmk_gemmn_global_desc);
using CDesc = decltype(out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
DeviceMem wei_gemmk_gemmm_global_desc_device_buf(sizeof(ADesc));
DeviceMem in_gemmk_gemmn_global_desc_device_buf(sizeof(BDesc));
DeviceMem out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf(sizeof(CDesc));
wei_gemmk_gemmm_global_desc_device_buf.ToDevice(&wei_gemmk_gemmm_global_desc);
in_gemmk_gemmn_global_desc_device_buf.ToDevice(&in_gemmk_gemmn_global_desc);
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf.ToDevice(
&out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc);
index_t nrepeat = 100;
for(index_t i = 0; i < 5; ++i)
{
std::cout << "Start running " << nrepeat << " times..." << std::endl;
KernelTimer timer;
timer.Start();
for(index_t j = 0; j < nrepeat; ++j)
{
if(has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, true>{});
}
else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, true>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, true>{},
integral_constant<bool, false>{});
}
else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, true>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, true>{});
}
else
{
const auto kernel =
run_gridwise_operation<gridwise_gemm,
decltype(wei_gemmk_gemmm_global_desc)*,
const FloatAB*,
decltype(in_gemmk_gemmn_global_desc)*,
const FloatAB*,
decltype(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc)*,
FloatC*,
integral_constant<bool, false>,
integral_constant<bool, false>>;
launch_kernel(kernel,
dim3(GridSize),
dim3(BlockSize),
0,
0,
reinterpret_cast<const ADesc*>(
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer()),
p_wei_global,
reinterpret_cast<const BDesc*>(
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer()),
p_in_global,
reinterpret_cast<const CDesc*>(
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
.GetDeviceBuffer()),
p_out_global,
integral_constant<bool, false>{},
integral_constant<bool, false>{});
}
}
timer.End();
float ave_time = timer.GetElapsedTime() / nrepeat;
float perf = (float)(std::size_t(2) * N * K * Ho * Wo * C * Y * X) / float perf = (float)(std::size_t(2) * N * K * Ho * Wo * C * Y * X) /
(std::size_t(1000) * 1000 * 1000) / ave_time; (std::size_t(1000) * 1000 * 1000) / ave_time;
...@@ -1215,114 +889,117 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nhwc_kyxc_nhwk_1x1 ...@@ -1215,114 +889,117 @@ struct DriverDynamicConvolutionForwardImplicitGemm_v4r4_nhwc_kyxc_nhwk_1x1
{ {
if(has_main_k_block_loop && has_double_tail_k_block_loop) if(has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(has_main_k_block_loop && !has_double_tail_k_block_loop) else if(has_main_k_block_loop && !has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, true>, true,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, true>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
else if(!has_main_k_block_loop && has_double_tail_k_block_loop) else if(!has_main_k_block_loop && has_double_tail_k_block_loop)
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, true>>; true>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, true>{}); .GetDeviceBuffer(),
p_out_global);
} }
else else
{ {
const auto kernel = run_gridwise_operation<gridwise_gemm, const auto kernel = run_gridwise_dynamic_gemm_v1<gridwise_gemm,
const void*, ADesc,
const FloatAB*, FloatAB,
const void*, BDesc,
const FloatAB*, FloatAB,
const void*, CDesc,
FloatC*, FloatC,
integral_constant<bool, false>, false,
integral_constant<bool, false>>; false>;
launch_kernel(kernel, launch_kernel(
dim3(GridSize), kernel,
dim3(BlockSize), dim3(GridSize),
0, dim3(BlockSize),
0, 0,
wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(), 0,
p_wei_global, (void __CONSTANT__*)
in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(), wei_gemmk_gemmm_global_desc_device_buf.GetDeviceBuffer(),
p_in_global, p_wei_global,
out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf (void __CONSTANT__*)in_gemmk_gemmn_global_desc_device_buf.GetDeviceBuffer(),
.GetDeviceBuffer(), p_in_global,
p_out_global, (void __CONSTANT__*)
integral_constant<bool, false>{}, out_gemmm0_gemmm1_gemmn0_gemmn1_global_desc_desc_device_buf
integral_constant<bool, false>{}); .GetDeviceBuffer(),
p_out_global);
} }
} }
timer.End(); timer.End();
float ave_time = timer.GetElapsedTime() / nrepeat; float ave_time = timer.GetElapsedTime() / nrepeat;
......
composable_kernel/include/tensor_operation/gridwise_dynamic_gemm.hpp
View file @ d2217f30
...@@ -11,6 +11,47 @@ ...@@ -11,6 +11,47 @@
namespace ck { namespace ck {
#if CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VOID_POINTER
// pass tensor descriptor by __CONSTANT__ void pointer
// __CONSTANT__ is needed to inform compiler void pointers in the kernel signature are pointing to
// non-modifiable parameter address space, so compiler can enable corresponding optimization
template <typename GridwiseGemm,
typename AGlobalDesc,
typename FloatA,
typename BGlobalDesc,
typename FloatB,
typename CGlobalDesc,
typename FloatC,
bool HasMainKBlockLoop,
bool HasDoubleTailKBlockLoop>
__global__ void run_gridwise_dynamic_gemm_v1(const void __CONSTANT__* p_a_k_m_global_desc,
const FloatA* __restrict__ p_a_global,
const void __CONSTANT__* p_b_k_n_global_desc,
const FloatB* __restrict__ p_b_global,
const void __CONSTANT__* p_c_m0_m1_n0_n1_global_desc,
FloatC* __restrict__ p_c_global)
{
// first cast void __CONSTANT__* to void*
// second cast void* to Desc*
// the copy constructor of tensor descriptor doesn't take address_space(4)
const auto a_k_m_global_desc =
*reinterpret_cast<const AGlobalDesc*>((const void*)p_a_k_m_global_desc);
const auto b_k_n_global_desc =
*reinterpret_cast<const BGlobalDesc*>((const void*)p_b_k_n_global_desc);
const auto c_m0_m1_n0_n1_global_desc =
*reinterpret_cast<const CGlobalDesc*>((const void*)p_c_m0_m1_n0_n1_global_desc);
GridwiseGemm{}.Run(a_k_m_global_desc,
p_a_global,
b_k_n_global_desc,
p_b_global,
c_m0_m1_n0_n1_global_desc,
p_c_global,
integral_constant<bool, HasMainKBlockLoop>{},
integral_constant<bool, HasDoubleTailKBlockLoop>{});
}
#endif
template <index_t BlockSize, template <index_t BlockSize,
typename FloatAB, typename FloatAB,
typename FloatAcc, typename FloatAcc,
...@@ -427,7 +468,6 @@ struct GridwiseDynamicGemm_km_kn_m0m1n0n1_v1 ...@@ -427,7 +468,6 @@ struct GridwiseDynamicGemm_km_kn_m0m1n0n1_v1
} }
} }
// pass tensor descriptor by reference
template <bool HasMainKBlockLoop, bool HasDoubleTailKBlockLoop> template <bool HasMainKBlockLoop, bool HasDoubleTailKBlockLoop>
__device__ void Run(const AGlobalDesc& a_k_m_global_desc, __device__ void Run(const AGlobalDesc& a_k_m_global_desc,
const FloatAB* __restrict__ p_a_global, const FloatAB* __restrict__ p_a_global,
...@@ -452,57 +492,6 @@ struct GridwiseDynamicGemm_km_kn_m0m1n0n1_v1 ...@@ -452,57 +492,6 @@ struct GridwiseDynamicGemm_km_kn_m0m1n0n1_v1
integral_constant<bool, HasMainKBlockLoop>{}, integral_constant<bool, HasMainKBlockLoop>{},
integral_constant<bool, HasDoubleTailKBlockLoop>{}); integral_constant<bool, HasDoubleTailKBlockLoop>{});
} }
// pass tensor descriptors by pointers
template <bool HasMainKBlockLoop, bool HasDoubleTailKBlockLoop>
__device__ void Run(const AGlobalDesc* p_a_k_m_global_desc,
const FloatAB* __restrict__ p_a_global,
const BGlobalDesc* p_b_k_n_global_desc,
const FloatAB* __restrict__ p_b_global,
const CGlobalDesc* p_c_m0_m1_n0_n1_global_desc,
FloatC* __restrict__ p_c_global,
integral_constant<bool, HasMainKBlockLoop>,
integral_constant<bool, HasDoubleTailKBlockLoop>) const
{
const auto a_k_m_global_desc = *p_a_k_m_global_desc;
const auto b_k_n_global_desc = *p_b_k_n_global_desc;
const auto c_m0_m1_n0_n1_global_desc = *p_c_m0_m1_n0_n1_global_desc;
Run(a_k_m_global_desc,
p_a_global,
b_k_n_global_desc,
p_b_global,
c_m0_m1_n0_n1_global_desc,
p_c_global,
integral_constant<bool, HasMainKBlockLoop>{},
integral_constant<bool, HasDoubleTailKBlockLoop>{});
}
// pass tensor descriptors by void*
template <bool HasMainKBlockLoop, bool HasDoubleTailKBlockLoop>
__device__ void Run(const void* p_a_k_m_global_desc,
const FloatAB* __restrict__ p_a_global,
const void* p_b_k_n_global_desc,
const FloatAB* __restrict__ p_b_global,
const void* p_c_m0_m1_n0_n1_global_desc,
FloatC* __restrict__ p_c_global,
integral_constant<bool, HasMainKBlockLoop>,
integral_constant<bool, HasDoubleTailKBlockLoop>) const
{
const auto a_k_m_global_desc = *reinterpret_cast<const AGlobalDesc*>(p_a_k_m_global_desc);
const auto b_k_n_global_desc = *reinterpret_cast<const BGlobalDesc*>(p_b_k_n_global_desc);
const auto c_m0_m1_n0_n1_global_desc =
*reinterpret_cast<const CGlobalDesc*>(p_c_m0_m1_n0_n1_global_desc);
Run(a_k_m_global_desc,
p_a_global,
b_k_n_global_desc,
p_b_global,
c_m0_m1_n0_n1_global_desc,
p_c_global,
integral_constant<bool, HasMainKBlockLoop>{},
integral_constant<bool, HasDoubleTailKBlockLoop>{});
}
}; };
} // namespace ck } // namespace ck
......
composable_kernel/include/utility/config.amd.hpp.in
View file @ d2217f30
...@@ -7,6 +7,9 @@ ...@@ -7,6 +7,9 @@
#endif #endif
#include "bfloat16_dev.hpp" #include "bfloat16_dev.hpp"
// address space for kernel parameter
#define __CONSTANT__ __attribute__((address_space(4)))
// device backend // device backend
#define CK_DEVICE_BACKEND_AMD 1 #define CK_DEVICE_BACKEND_AMD 1
...@@ -108,9 +111,8 @@ ...@@ -108,9 +111,8 @@
#define CK_EXPERIMENTAL_IMPLICIT_GEMM_BACKWARD_DATA_V4R1_INPUT_SKIP_OUT_OF_BOUND_CHECK 0 #define CK_EXPERIMENTAL_IMPLICIT_GEMM_BACKWARD_DATA_V4R1_INPUT_SKIP_OUT_OF_BOUND_CHECK 0
#endif #endif
// pass tensor descriptor by value, pointer or void* // pass tensor descriptor by value or void*
#define CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VALUE 1 #define CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VALUE 1
#define CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_POINTER 0
#define CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VOID_POINTER 0 #define CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VOID_POINTER 0
// hack: have underlying assumption that need to be satsified, otherwise it's a bug // hack: have underlying assumption that need to be satsified, otherwise it's a bug
......
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment