GitLab

Improvements/Additions to be made:

changes for the quant_convolution,
changes for the deconvolution,
Macros for MIOpen status checks

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

* Fix comparisons in migraphx::value class

* Handle string literal in construction
* Improve get_default with vector

Update the base version of clang-format from 5.0 to 10.0

* Add method to compile pointwise

* Formatting

* Add lambda

* Add semicolon

* Rename variable

* Add driver to run jit kernels

* Formatting

* Add context

* Formatting

* Make seperate driver folder

* Add more general gpu driver

* Formatting

* Print out wll time

* Formatting

* Run multiple times and skip first run

* Formatting

* Seperate time_op

* Run an op for comparison

* Formatting

* Add debug asserts

* Formatting

* Change parameer name

* Formatting

* Fix argument order

* Formatting

* Add preloading

* Formatting

* Allow a different data type

* Formatting

* Pipeline transformations

* Formatting

* Add vectorization

* Formatting

* Reduce dims

* Formatting

* Compile with launch params as constant

* Formatting

* Make sure buffer can be vecotrized

* Formatting

* Enable vectorization and preloading

* Formatting

* Add print header

* Formatting

* Avoid allocating to large of LDS

* Formatting

* Add some vec functions to a seperate header

* Formatting

* Add stride loops

* Formatting

* Improve the transform pipeline

* Formatting

* Add const

* Fix shape check

* Formatting

* Just check stride axis is zero

* Remove extra finc_vector_axis overload

* Simplify some mroe functions

* Formatting

* Remove some more extra functions

* Formatting

* 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>

* MLIR MIOpen Dialect integration (phase 1) (#768)

* Added Findmlir.cmake (using environment variables to import)

* Added mlir_conv pass to GPU target

  * Apply to any gpu::convolution if supported by MLIR

  * Call MLIR C-API to generate iGEMM kernel with configuration from gpu::convolution

  * Capture binary in dictionary for matching convolutions

  * Build a code_object_op with the binary and execution dimensions

  * Substitute for the gpu::convolution

* Changed the parameters for the code_object to reflect the generated MLIR kernel

* Expanded out MemRefDescriptor fields in param list

* Also updated for MLIR C-API changes

* * fixed global_size calculation

* MLIR MIOpen Dialect integration (phase 1) (#768)

* Added Findmlir.cmake (using environment variables to import)

* Added mlir_conv pass to GPU target

  * Apply to any gpu::convolution if supported by MLIR

  * Call MLIR C-API to generate iGEMM kernel with configuration from gpu::convolution

  * Capture binary in dictionary for matching convolutions

  * Build a code_object_op with the binary and execution dimensions

  * Substitute for the gpu::convolution

* Changed the parameters for the code_object to reflect the generated MLIR kernel

* Expanded out MemRefDescriptor fields in param list

* Also updated for MLIR C-API changes

* * Added command line option: --enable_mlir

* * fixed command line switch

* updated for new MLIR API changes

* * Added cget llvm-project-mlir to import MIIR API libraries into Dockerfile
  * removed cmake Findmlir

* updated for changes in MIIR C-API

* * updated CMakeLists.txt to allow disable of MLIR import

* fixed memory leaks and removed copies

* updated for 5D memrefs

* * formatting

* * fixed review comments

* * fixed merge issues

* hip gcnDeviceName now includes specifiers at the end
  * use major/minor values instead

* * disable MLIR by default

* * removed command-line switch --enable-mlir

* * fix unused when MLIR disabled

* * enable jenkins enable/test MLIR

* * format

* * fixed clang-tidy

* * added new type
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add eliminate_data_type pass

* Formatting

* Auto convert quant ops

* Formatting

* Flip the order of decompose

* Compute max size differently

* Formatting

* Clamp values in convert

* Formatting

* Fix loss of precision in reduce

* Formatting

* Fix bugs in reduction

* Fix accumulator type in reference softmax implementation

* Formatting

* Update convert test

* Remove unused variables

* Remove unnecessary quant_dot check

* Formatting

* Add tests

* Formatting

* Remove unused code

* Remove duplicate ops

* Remove blaze dependency

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

* Formatting

* Add dnnl binary op

* Formatting

* Add binary and eltwise

* Formatting

* Add softmax

* Formatting

* Remove unused operators

* Add missing files

* Formatting

* Add lrn

* Formatting

* Add deconvolution

* Formatting

* Change allocate default

* Add reorder

* Formatting

* Add reductions

* Formatting

* Sort lines

* Change literals in another loop

* Add pow operator

* Formatting

* Add pow operator

* Formatting

* Make sure shapes are packed

* Allow broadcasted inputs

* Remove unused operators

* Simplify functions

* Remove softmax

* Add sub and erf functions

* Formatting

* Fix bug

* Formatting

* Improve parallism

* Formatting

* Allow multiple batch dimensions

* Formatting

* Move literal transforms out of lowering

* Formatting

* Add gather operator

* Sort lines

* Add early exit for carry

* Formatting

* Add missing concat

* Rename macro

* Fix deep nesting

* Formatting

* Fix cppcheck issues

* Remov else

* Move attribute to typedef

* Formatting

* Disable maybe-uninitialized warning since its broken on gcc

* Add constexpr default constructor

* Formatting

* Fix compiler warnings

* Fix adjust_allocation test

* Add layernorm matcher

* Add gelu_erf matcher

* Formatting

* Add gelu_tanh matcher

* Formatting

* Remove match namespace

* Formatting

* Use matcher instead of string

* Formatting

* Add fusions

* Formatting

* Add post op field

* Formatting

* Make post_ops serializable

* Formatting

* Add eltwise fusions

* Formatting

* Fix null conversions

* Formatting

* Add fuse_ops source files

* Formatting

* Set binary post op index correctly

* Formatting

* Fix serialization bugs

* Check if used once

* Formatting

* Fix error in get_primitive_attr

* Formatting

* Add compile function

* Formatting

* Limit fusions

* Formatting

* Disable with env variable instead of using compile arg

* Formatting

* Fix implicit conversion to bool

* Declar on seperate lines

* Formatting

* Fix cppcheck issues

* Fix ICE in pack_join

* Formatting

* Use const ref

* Make enum hashable

* Formatting

* Add explicit this

* Fix merge issues

* Fix dangling ref

* Formatting

* Add test for compile

* Formatting

* Add more value tests

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

* Add binary type to serialization

* Formatting

* Fix tidy warning

* Size of value type is 1

* Formatting
Co-authored-by: Shucai Xiao <shucai@gmail.com>

* add a pass to normalize ops

* clang format

* add unit tests

* clang format

* code backup

* clang format

* code backup

* clang format

* add support for slice in the normalize_op function

* clang format

* add operation method api for whether we need to call normalize_op

* clang format

* fix review comments

* clang format

* rename a function namejJ

* clang format

* change compute_shape to normalize_compute_shape for corresponding operators

* clang format

* remove unnecessary code

* fix various issues

* clang format

* add attributes to operators having axis attributes

* clang format

* fixed jenkins build error

* clang format

* fix a bug related to slice

* clang format

* code backup

* clang format

* code backup

* clang format

* rename a file

* fix cppcheck error

* some code refinement

* clang format

* change attributes to enum

* clang format

* refine the enum

* clang format

* remove unnecessary code

* add unit tests for more code coverage and fixed a bug

* clang format

* remove unnecessary changes

* change normalize_axes to normalize

* clang format

* revert back the changes in broadcast.hpp

* rename normalize_axes to normalize

* fix review comments

* clang format

* Add flag to enable cpu backend

* Make buffers shared

* Enable optimizations

* Formatting

* Try to avoid ambiguous assign in value class

* fixed a build error

* clang format

* add the normalize_ops pass to the ref target

* refactor program to module to normalize_ops pass
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add support for constructing value from enum

* Formatting

* Add make_op function

* Formatting

* Add more values

* Formatting

* Remove templates parse_conv functions

* Formatting

* Remove mat_mul template

* Formatting

* Reduce header includes

* Fix compiling for gpu

* Formatting

* Use make_op in lowering

* Formatting

* Sort lines

* Formatting

* Add more tests

* Formatting

* Fix tidy error

* Formatting

* Add const refs

* Add explicit this

* Add more const refs

* Sort the program

* Remove commented out code

* Formatting

* Infer gpu prefix

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

* Add msgpack serialization

* Formatting

* Fix compiler errors on gcc

* Remove redundant initialization

* Use type to fix compile error with gcc 5

* Formatting

* Add more tests

* Change to migraphx throw

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

* Add initial serialization

* Formatting

* Add unit tests

* Formatting

* Add tests for serialization

* Formatting

* Use or not and

* Add value test

* Formatting

* Add more tests

* Add shape serialization

* Formatting

* Add serializtion for literal and argument

* Formatting

* Serialize empty types

* Formatting

* Tidy fixes

* Formatting

* Fix tidy issues

* Formatting

* Reformat value type macro

* Formatting

* Handle enum types

* Formatting

* Add float_equal

* Fix tidy issue

* Use declval for better sfinae

* Formatting

* backup code change

* Fix maro name

* Add more test cases to improve coverage

* Formatting

* Add more tests

* Formatting

* Fix assertion

* code backup

* clang format

* Fix bug with keyless assignment

* Formatting

* add implementation of converting json to migraphx::value

* clang format

* code backup

* clang format

* code backup

* clang format

* code backup

* code refactor

* add unit tests

* separate json conversion from serialization

* clang format

* add the missing files

* refine code

* clang format

* fix cppcheck error

* clang format

* fix review comments

* clang format

* code backup

* fix cppcheck error

* refine an implementation

* clang format

* fix review comments

* clang format

* fix review comments and add more unit tests

* clang format

* code backup to try

* fix review comments and add more unit tests

* clang format

* some refinement

* clang format

* fix review comments

* remove unnecessary code

* add assignment of null
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add initial serialization

* Formatting

* Add unit tests

* Formatting

* Add tests for serialization

* Formatting

* Use or not and

* Add value test

* Formatting

* Add more tests

* Add shape serialization

* Formatting

* Add serializtion for literal and argument

* Formatting

* Serialize empty types

* Formatting

* Tidy fixes

* Formatting

* Fix tidy issues

* Formatting

* Reformat value type macro

* Formatting

* Handle enum types

* Formatting

* Add float_equal

* Fix tidy issue

* Use declval for better sfinae

* Formatting

* Fix maro name

* Add more test cases to improve coverage

* Formatting

* Add more tests

* Formatting

* Fix assertion

* Fix bug with keyless assignment

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