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Conv:TF32: add more instances - 2 (#2879)

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* add instances of device_grouped_conv_fwd_xdl_f32_comp_instances
* add instances of device_grouped_conv_fwd_xdl_f32_tf32_mem_instances
* add instances of device_grouped_conv_fwd_xdl_large_tensor_f32_tf32_instances
* tf32:conv:add instances for base class DeviceConvFwd
* tf32:conv:add instances for base class DeviceGroupedConvBwdDataMultipleD
* tf32:conv:add instances for base class DeviceGroupedConvBwdWeight
* add tf32 in profiler
* remove gnhwc/ngchw/ngcdhw instances
* remove non-ndhwgc/nhwgc/nhwc instances
* add check in IsSupportedArgument()

[ROCm/composable_kernel commit: fada1a3cae]
This commit is contained in:
yinglu
2025-10-10 15:28:17 +08:00
committed by GitHub
parent c7f3bcc81e
commit c1780cfebe
56 changed files with 2119 additions and 152 deletions
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120
profiler/src/profile_grouped_conv_bwd_data.cpp
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@@ -21,9 +21,10 @@ enum struct ConvLayout
enum struct ConvDataType
{
F32_F32_F32, // 0
F16_F16_F16, // 1
BF16_BF16_BF16, // 2
F32_F32_F32, // 0
F16_F16_F16, // 1
BF16_BF16_BF16, // 2
F32_F32_F32_TF32, // 3
};
#define OP_NAME "grouped_conv_bwd_data"
@@ -37,6 +38,7 @@ static void print_helper_msg()
<< "arg2: data type (0: Output fp32, Weight fp32, Input fp32\n"
<< " 1: Output fp16, Weight fp16, Input fp16\n"
<< " 2: Output bf16, Weight bf16, Input bf16\n"
<< " 3: Output fp32, Weight fp32, Input fp32, Compute tf32)\n"
<< "arg3: tensor layout (0: Output[G, N, Ho, Wo, C], Weight[G, K, Y, X, C], Input[G, N, Hi, Wi, K]\n"
<< " 1: Output[N, Ho, Wo, G, C], Weight[G, K, Y, X, C], Input[N, Hi, Wi, G, K])\n"
<< " 2: Output[N, G, C, Ho, Wo], Weight[G, K, Y, X, C], Input[N, G, K, Hi, Wi])\n"
@@ -82,6 +84,9 @@ int profile_grouped_conv_bwd_data(int argc, char* argv[])
using F32 = float;
using F16 = ck::half_t;
using BF16 = ck::bhalf_t;
#if defined(__gfx942__)
using TF32 = ck::tf32_t;
#endif
using namespace ck::tensor_layout::convolution;
@@ -94,16 +99,18 @@ int profile_grouped_conv_bwd_data(int argc, char* argv[])
auto in_layout,
auto wei_type,
auto out_type,
auto in_type) {
auto in_type,
auto compute_type) {
constexpr ck::index_t NDimSpatial = num_dim_spatial_tmp.value;
using OutLayout = decltype(out_layout);
using WeiLayout = decltype(wei_layout);
using InLayout = decltype(in_layout);
using OutDataType = decltype(out_type);
using WeiDataType = decltype(wei_type);
using InDataType = decltype(in_type);
using OutDataType = decltype(out_type);
using WeiDataType = decltype(wei_type);
using InDataType = decltype(in_type);
using ComputeDataType = decltype(compute_type);
bool pass = ck::profiler::profile_grouped_conv_bwd_data_impl<NDimSpatial,
OutLayout,
@@ -111,7 +118,8 @@ int profile_grouped_conv_bwd_data(int argc, char* argv[])
InLayout,
OutDataType,
WeiDataType,
InDataType>(
InDataType,
ComputeDataType>(
do_verification, init_method, do_log, time_kernel, params, split_k);
return pass ? 0 : 1;
@@ -123,60 +131,84 @@ int profile_grouped_conv_bwd_data(int argc, char* argv[])
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I2, GNHWK{}, GKYXC{}, GNHWC{}, F32{}, F32{}, F32{});
return profile(I2, GNHWK{}, GKYXC{}, GNHWC{}, F32{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I2, GNHWK{}, GKYXC{}, GNHWC{}, F16{}, F16{}, F16{});
return profile(I2, GNHWK{}, GKYXC{}, GNHWC{}, F16{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I2, GNHWK{}, GKYXC{}, GNHWC{}, BF16{}, BF16{}, BF16{});
return profile(I2, GNHWK{}, GKYXC{}, GNHWC{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I2, GNHWK{}, GKYXC{}, GNHWC{}, F32{}, F32{}, F32{}, TF32{});
#endif
}
}
else if(layout == ConvLayout::NHWGC_GKYXC_NHWGK)
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I2, NHWGK{}, GKYXC{}, NHWGC{}, F32{}, F32{}, F32{});
return profile(I2, NHWGK{}, GKYXC{}, NHWGC{}, F32{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I2, NHWGK{}, GKYXC{}, NHWGC{}, F16{}, F16{}, F16{});
return profile(I2, NHWGK{}, GKYXC{}, NHWGC{}, F16{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I2, NHWGK{}, GKYXC{}, NHWGC{}, BF16{}, BF16{}, BF16{});
return profile(I2, NHWGK{}, GKYXC{}, NHWGC{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I2, NHWGK{}, GKYXC{}, NHWGC{}, F32{}, F32{}, F32{}, TF32{});
#endif
}
}
else if(layout == ConvLayout::NGCHW_GKYXC_NGKHW)
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, F32{}, F32{}, F32{});
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, F32{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, F16{}, F16{}, F16{});
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, F16{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, BF16{}, BF16{}, BF16{});
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, F32{}, F32{}, F32{}, TF32{});
#endif
}
}
else if(layout == ConvLayout::NGCHW_GKCYX_NGKHW)
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I2, NGKHW{}, GKCYX{}, NGCHW{}, F32{}, F32{}, F32{});
return profile(I2, NGKHW{}, GKCYX{}, NGCHW{}, F32{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I2, NGKHW{}, GKCYX{}, NGCHW{}, F16{}, F16{}, F16{});
return profile(I2, NGKHW{}, GKCYX{}, NGCHW{}, F16{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I2, NGKHW{}, GKCYX{}, NGCHW{}, BF16{}, BF16{}, BF16{});
return profile(I2, NGKHW{}, GKCYX{}, NGCHW{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I2, NGKHW{}, GKCYX{}, NGCHW{}, F32{}, F32{}, F32{}, TF32{});
#endif
}
}
}
@@ -186,60 +218,84 @@ int profile_grouped_conv_bwd_data(int argc, char* argv[])
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I3, GNDHWK{}, GKZYXC{}, GNDHWC{}, F32{}, F32{}, F32{});
return profile(I3, GNDHWK{}, GKZYXC{}, GNDHWC{}, F32{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I3, GNDHWK{}, GKZYXC{}, GNDHWC{}, F16{}, F16{}, F16{});
return profile(I3, GNDHWK{}, GKZYXC{}, GNDHWC{}, F16{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I3, GNDHWK{}, GKZYXC{}, GNDHWC{}, BF16{}, BF16{}, BF16{});
return profile(I3, GNDHWK{}, GKZYXC{}, GNDHWC{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I3, GNDHWK{}, GKZYXC{}, GNDHWC{}, F32{}, F32{}, F32{}, TF32{});
#endif
}
}
else if(layout == ConvLayout::NHWGC_GKYXC_NHWGK)
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I3, NDHWGK{}, GKZYXC{}, NDHWGC{}, F32{}, F32{}, F32{});
return profile(I3, NDHWGK{}, GKZYXC{}, NDHWGC{}, F32{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I3, NDHWGK{}, GKZYXC{}, NDHWGC{}, F16{}, F16{}, F16{});
return profile(I3, NDHWGK{}, GKZYXC{}, NDHWGC{}, F16{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I3, NDHWGK{}, GKZYXC{}, NDHWGC{}, BF16{}, BF16{}, BF16{});
return profile(I3, NDHWGK{}, GKZYXC{}, NDHWGC{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I3, NDHWGK{}, GKZYXC{}, NDHWGC{}, F32{}, F32{}, F32{}, TF32{});
#endif
}
}
else if(layout == ConvLayout::NGCHW_GKYXC_NGKHW)
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, F32{}, F32{}, F32{});
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, F32{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, F16{}, F16{}, F16{});
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, F16{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, BF16{}, BF16{}, BF16{});
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, F32{}, F32{}, F32{}, TF32{});
#endif
}
}
else if(layout == ConvLayout::NGCHW_GKYXC_NGKHW)
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I3, NGKDHW{}, GKCZYX{}, NGCDHW{}, F32{}, F32{}, F32{});
return profile(I3, NGKDHW{}, GKCZYX{}, NGCDHW{}, F32{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I3, NGKDHW{}, GKCZYX{}, NGCDHW{}, F16{}, F16{}, F16{});
return profile(I3, NGKDHW{}, GKCZYX{}, NGCDHW{}, F16{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I3, NGKDHW{}, GKCZYX{}, NGCDHW{}, BF16{}, BF16{}, BF16{});
return profile(I3, NGKDHW{}, GKCZYX{}, NGCDHW{}, BF16{}, BF16{}, BF16{}, BF16{});
}
else if(data_type == ConvDataType::F32_F32_F32_TF32)
{
#if defined(__gfx942__)
return profile(I3, NGKDHW{}, GKCZYX{}, NGCDHW{}, F32{}, F32{}, F32{}, TF32{});
#endif
}
}
}