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Grouped conv bwd data NGCHW (#1967)

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* Grouped conv bwd data NGCHW

* fixes

* fix

* Improvements

* Fix

* Fix

* add client example
This commit is contained in:
Bartłomiej Kocot
2025-03-17 13:32:00 +01:00
committed by GitHub
parent 52b1cd7780
commit c2e4898b4b
26 changed files with 1351 additions and 71 deletions
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34
profiler/src/profile_grouped_conv_bwd_data.cpp
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@@ -1,5 +1,5 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
#include <iostream>
#include <numeric>
@@ -15,6 +15,7 @@ enum struct ConvLayout
{
GNHWC_GKYXC_GNHWK, // 0
NHWGC_GKYXC_NHWGK, // 1
NGCHW_GKYXC_NGKHW, // 2
};
enum struct ConvDataType
@@ -37,6 +38,7 @@ static void print_helper_msg()
<< " 2: Output bf16, Weight bf16, Input bf16\n"
<< "arg3: tensor layout (0: Output[G, N, Hi, Wi, C], Weight[G, K, Y, X, C], Input[G, N, Ho, Wo, K]\n"
<< " 1: Output[N, Hi, Wi, G, C], Weight[G, K, Y, X, C], Input[N, Ho, Wo, G, K])\n"
<< " 2: Output[N, G, C, Hi, Wi], Weight[G, K, Y, X, C], Input[N, G, K, Ho, Wo])\n"
<< "arg4: verification (0: no, 1: yes)\n"
<< "arg5: initialization (0: no init, 1: integer value, 2: decimal value)\n"
<< "arg6: print tensor value (0: no; 1: yes)\n"
@@ -143,6 +145,21 @@ int profile_grouped_conv_bwd_data(int argc, char* argv[])
return profile(I2, NHWGK{}, GKYXC{}, NHWGC{}, BF16{}, BF16{}, BF16{});
}
}
else if(layout == ConvLayout::NGCHW_GKYXC_NGKHW)
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I2, NGKHW{}, GKYXC{}, NGCHW{}, BF16{}, BF16{}, BF16{});
}
}
}
else if(num_dim_spatial == 3)
{
@@ -176,6 +193,21 @@ int profile_grouped_conv_bwd_data(int argc, char* argv[])
return profile(I3, NDHWGK{}, GKZYXC{}, NDHWGC{}, BF16{}, BF16{}, BF16{});
}
}
else if(layout == ConvLayout::NGCHW_GKYXC_NGKHW)
{
if(data_type == ConvDataType::F32_F32_F32)
{
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, F32{}, F32{}, F32{});
}
else if(data_type == ConvDataType::F16_F16_F16)
{
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, F16{}, F16{}, F16{});
}
else if(data_type == ConvDataType::BF16_BF16_BF16)
{
return profile(I3, NGKDHW{}, GKZYXC{}, NGCDHW{}, BF16{}, BF16{}, BF16{});
}
}
}
std::cout << "this data_type & layout is not implemented" << std::endl;