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[CK_BUILDER] Convolution description (#3163)

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* Add DirectLoad tparam & clean up headers.

* Add convolution traits.

* Update inline documentation.

* Add more convolution specialization and gemm padding types.

* Add additional helper functions & more tests to conv traits.

* Fix tests cmake file.

* Add case insensitive string comparison

* Fix function name overlapping with variable name.

* Unify pipeline version and scheduler enums.

* Fix includes.

* Update test conv traits with unified enums.

* Update concepts etc with update unified enum

* Fix ckb conv fwd test - unified enum usage.

* Dump changes.

* Add ostream overloads for all enum classes.

* Update detailed() function in ConvDescription

* Fix handling union based conv direction.

* Add test & update conv description.

* Refine tree view.

* Update copyrights

* Fix merge artifacts

* Update detailed tree conv description

* Fix clang-format
This commit is contained in:
Adam Osewski
2025-11-06 15:46:26 +01:00
committed by GitHub
parent 2234ff830b
commit 18e083003f
9 changed files with 842 additions and 64 deletions
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62
experimental/builder/include/ck_tile/builder/builder_utils.hpp
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@@ -78,66 +78,4 @@ struct UnsupportedEnumValue
{
};
// Helper functions to convert enums to strings
constexpr std::string_view ConvDirectionToString(ConvDirection dir)
{
switch(dir)
{
case ConvDirection::FORWARD: return "Forward";
case ConvDirection::BACKWARD_DATA: return "Backward Data";
case ConvDirection::BACKWARD_WEIGHT: return "Backward Weight";
default: return "Unknown";
}
}
constexpr std::string_view DataTypeToString(DataType dt)
{
switch(dt)
{
case DataType::FP16: return "FP16";
case DataType::FP32: return "FP32";
case DataType::BF16: return "BF16";
case DataType::FP8: return "FP8";
case DataType::I8: return "I8";
case DataType::U8: return "U8";
default: return "Unknown";
}
}
constexpr std::string_view LayoutToString(GroupConvLayout1D layout)
{
switch(layout)
{
case GroupConvLayout1D::GNWC_GKXC_GNWK: return "GNWC_GKXC_GNWK";
case GroupConvLayout1D::NWGC_GKXC_NWGK: return "NWGC_GKXC_NWGK";
case GroupConvLayout1D::NGCW_GKXC_NGKW: return "NGCW_GKXC_NGKW";
case GroupConvLayout1D::NGCW_GKCX_NGKW: return "NGCW_GKCX_NGKW";
default: return "Unknown";
}
}
constexpr std::string_view LayoutToString(GroupConvLayout2D layout)
{
switch(layout)
{
case GroupConvLayout2D::GNHWC_GKYXC_GNHWK: return "GNHWC_GKYXC_GNHWK";
case GroupConvLayout2D::NHWGC_GKYXC_NHWGK: return "NHWGC_GKYXC_NHWGK";
case GroupConvLayout2D::NGCHW_GKYXC_NGKHW: return "NGCHW_GKYXC_NGKHW";
case GroupConvLayout2D::NGCHW_GKCYX_NGKHW: return "NGCHW_GKCYX_NGKHW";
default: return "Unknown";
}
}
constexpr std::string_view LayoutToString(GroupConvLayout3D layout)
{
switch(layout)
{
case GroupConvLayout3D::GNDHWC_GKZYXC_GNDHWK: return "GNDHWC_GKZYXC_GNDHWK";
case GroupConvLayout3D::NDHWGC_GKZYXC_NDHWGK: return "NDHWGC_GKZYXC_NDHWGK";
case GroupConvLayout3D::NGCDHW_GKZYXC_NGKDHW: return "NGCDHW_GKZYXC_NGKDHW";
case GroupConvLayout3D::NGCDHW_GKCZYX_NGKDHW: return "NGCDHW_GKCZYX_NGKDHW";
default: return "Unknown";
}
}
} // namespace ck_tile::builder