GitLab

Fixes #1595

Added CMakeFlag for hipRTC. MIGRAPHX_USE_HIPRTC.
Added stages in Jenkins for hipRTC.
Fixes for some of the pending issues from hipRTC.

Implement operator for CPU and GPU implementations

Updated each source file in the repo with the existing license.

Add compile tests for gpu math functions

This adds the infrastructure so we can compile everything in parallel, whereas before only pointwise kernels were compiled in parallel. This will also directly integrate with lowering and the gpu-driver. The kernels for pointwise and roialign are using this infrastructure. Scatternd is not since it does require standard shape.

This also makes it easier to add new runtime compiled kernels in the future.

* Enable warnings when jit compiling

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* Add hiprtc compile option
* Add cross compile test
* Update error reporting
* Add tests for errors and warnings
* Fix tidy warning
* Add comment to ifdefs
* Skip null character at end of log
* Assert there is null at the end

* Add method to compile pointwise

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* Add lambda

* Add semicolon

* Rename variable

* Add driver to run jit kernels

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* Add context

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* Make seperate driver folder

* Add more general gpu driver

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* Print out wll time

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* Run multiple times and skip first run

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* Seperate time_op

* Run an op for comparison

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* Add debug asserts

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* Change parameer name

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* Fix argument order

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* Add preloading

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* Allow a different data type

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* Pipeline transformations

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* Add vectorization

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* Reduce dims

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* Compile with launch params as constant

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* Make sure buffer can be vecotrized

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* Enable vectorization and preloading

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* Add print header

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* Avoid allocating to large of LDS

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* Add some vec functions to a seperate header

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* Add stride loops

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* Improve the transform pipeline

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* Add const

* Fix shape check

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* Just check stride axis is zero

* Remove extra finc_vector_axis overload

* Simplify some mroe functions

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* Remove some more extra functions

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* Simplify more decltypes

* Add another const

* Fix test

* Get buffer pointer different for older compilers
Co-authored-by: Shucai Xiao <shucai@gmail.com>
Co-authored-by: Chris Austen <causten@users.noreply.github.com>

* Unify device_name function

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Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Remove unused data types

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* Reduce types generated for hip kernels

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* Fix onnx tests

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Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add eliminate_data_type pass

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* Auto convert quant ops

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* Flip the order of decompose

* Compute max size differently

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* Clamp values in convert

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* Fix loss of precision in reduce

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* Fix bugs in reduction

* Fix accumulator type in reference softmax implementation

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* Update convert test

* Remove unused variables

* Remove unnecessary quant_dot check

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* Add tests

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* Remove unused code

* Remove duplicate ops

* Remove blaze dependency

* Use set since shape::type_t is no hashable on gcc 5

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* Add dnnl binary op

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* Add binary and eltwise

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* Add softmax

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* Remove unused operators

* Add missing files

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* Add lrn

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* Add deconvolution

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* Change allocate default

* Add reorder

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* Add reductions

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* Sort lines

* Change literals in another loop

* Add pow operator

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* Add pow operator

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* Make sure shapes are packed

* Allow broadcasted inputs

* Remove unused operators

* Simplify functions

* Remove softmax

* Add sub and erf functions

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* Fix bug

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* Improve parallism

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* Allow multiple batch dimensions

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* Move literal transforms out of lowering

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* Add gather operator

* Sort lines

* Add early exit for carry

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* Add missing concat

* Rename macro

* Fix deep nesting

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* Fix cppcheck issues

* Remov else

* Move attribute to typedef

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* Disable maybe-uninitialized warning since its broken on gcc

* Add constexpr default constructor

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* Fix compiler warnings

* Fix adjust_allocation test

* Add layernorm matcher

* Add gelu_erf matcher

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* Add gelu_tanh matcher

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* Remove match namespace

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* Use matcher instead of string

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* Add fusions

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* Add post op field

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* Make post_ops serializable

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* Add eltwise fusions

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* Fix null conversions

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* Add fuse_ops source files

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* Set binary post op index correctly

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* Fix serialization bugs

* Check if used once

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* Fix error in get_primitive_attr

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* Add compile function

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* Limit fusions

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* Disable with env variable instead of using compile arg

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* Fix implicit conversion to bool

* Declar on seperate lines

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* Fix cppcheck issues

* Fix ICE in pack_join

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* Use const ref

* Make enum hashable

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* Add explicit this

* Fix merge issues

* Fix dangling ref

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* Add test for compile

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* Add more value tests

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Co-authored-by: Shucai Xiao <shucai@gmail.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add definitions for all pointwise operators

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* Add cpp generator class

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* Move compilation to core

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* Add clock to tmp name

* Add dynamic loader

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* Add tests for code gen

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* Add test for literals

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* Use with_char

* Add missing header

* Fix mismerge

* Ignore tidy warning

* Fxx gcc 5 errors

* Apply fixits

* Skip signed bitwise of status

* Remove unused parameters

* Explicitly add c++14 flag

* Fix tidy warning

* Remove .o files

* Add code object op

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* Add more value tests

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* Fix from_value conversion from binary

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* Dont use offload copy

* Remove iostream header

* Fix compilation errors

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* Rename var

* Add missing files

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* Remove duplicate variable

* Remove comment

* Template the function so sfinae will work

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* Use template specialization since ADL is broken on hcc

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* Annotate the constructor with HD for hcc

* Make variable const
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add code object op

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* Add more value tests

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* Fix from_value conversion from binary

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* Dont use offload copy

* Remove iostream header
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add compiler flags

* Add missing include

* Add filesystem header

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* Add tmp_dir to run

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* Kernel compilation and launching

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* Seperate pack_args

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* Add alignment tests

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* Add compile test

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* Complete compile test

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* Use is_regular_file free function

* Fix is_regular_file call

* Fix tidy issues

* Fix tidy

* Fix tidy issue

* Print size in read_buffer to debug issue on jenkins

* Add hip flags before src file

* Fix reading output files

* Fix unsued variable warning

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* Disable tidy check
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>