GitLab

Signed-off-by: Artur Wojcik <artur.wojcik@amd.com>

Enable MLIR performance enhancements with MIGRAPHX_ENABLE_MLIR=1

let the user know which targets migraphx was built for and how to build migraphx for their gpu.

* Updates to add_embed_library

* Fix warnings for extern arrays

Allows the rocMLIR CI (which builds rocMLIR tip against MIGraphX tip) to pass.

Renames deconvolution -> convolution_backwards to be more consistent with the literature
Note: this is not the cross-correlation operator (which is the adjoint of convolution). This is technically a standard convolution operator combined with an upsampling operator rather than a downsampling operator.
Adds unit tests for the padding, strides, dilations, and other op attributes.
Throws on auto_pad attribute since it has not been implemented
Previously it read the attribute and set it but then did nothing with it
Extended for dynamic shapes
Does not support using asymmetric padding (padding_L != padding_R) and output_shape with dynamic shapes.

Export API symbols for migraphx, migraphx_ref, migraphx_cpu, migrphx_gpu, migraphx_device, migraphx_tf, and migraphx_onnx. There is a separate PR for migrahx_c.

API symbol exporting affects only Windows. It is transparent on Linux.

Enable with MIGRAPHX_ENABLE_CK=1 and --exhaustive-tune tune flag

* Enable hiprtc by default

* Add hiprtc driver

Co-authored-by: Chris Austen <causten@users.noreply.github.com>

* deprecate HCC