GitLab

Implements the operator==(dynamic_dimension, size_t) functions

The operator-(size_t ,dyn_dim) is not used and somewhat bug prone

Updated Multibroadcast op to have a two input version for dynamic shapes
Current dynamic shape broadcasting logic
dynamic_dimensions must be the same or one of them is {1, 1, 0} or {1, 1, 1}
Works for dyn-dyn, dyn-static, and static-static shape combinations
Changed common.cpp for multibroadcasting for binary ops with dynamic shapes
Extended binary.hpp for dynamic shapes to test the new common.cpp stuff

update multibroadcast shape tests

Constructs a dynamic shape from three vectors of lengths,
the minimums, maximums, and optimals

Initial sketch for changes to shape to handle dynamic dimensions

* Add mlir c api

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* Create a type attribute

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* Parse module

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* Add mlir dump function

* Add test case

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* Fix tidy issues

* Update mlit version

* Update to newer mlir

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* Move mlir to the gpu and update the test

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* Fix bug when appending module

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* Remove old cmake flag

* Update message

* Add return

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* Add mlir_compile

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* Register dialect

* Handle unsinged integers

* Dont provide output for return instruction

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* Add code to insert memrefs

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* Add mlir verification

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* Enable pointwise_fusion

* Disable eliminate_data_type

* Set kernal name

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* Fix device name

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* Fix output arg

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* Updates

* Upate hash

* Add fuse_mlir pass

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* Add fuse mlir

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* Update mlir

* Sort parameter names

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* Reenable disabled passes

* Remove old mlir conv

* Remove asym default padding

* Add more verbose tracing

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* Fix compilation errors

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* Whitelist operators

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* Add namespace

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* Update triple

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* Use func dialect

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* Use func.return

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* Upgrade mlir version

* Add comment

* Handle symetrical padding

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* Cleanup debug output

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* List failed tests

* Move mlir compile to jit pipeline

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* Update version

* Add source locations

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* Correctly add module

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* Update failed tests

* Fix failures when mlir is disabled

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* Update mlir version

* Check type for fp32

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* Remove failed test

* Update mlir in driver

* Tidy fixes

* Foramt

* Tidy fixes

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* Fix const

* Remove from requirements

* Fix cmake version

* Fix tidy warning

* Use another ifdef

* Fix tidy

* Other tidy fix

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* Update hash

* Add missing license files

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* Fix fnction name

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

Operators using arg.reshape() method the lifetime will be extended.

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

Add with_type to shape class

* 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

* Add tuple type to shape class

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* Make data member private

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* Add sub arguments

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* Trun clang format off

* Disable clang-format

* Improve visiting tuples

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* Add more argument tests

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* Handle tuple in load

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* Remove .o files

* Add tuple type to api

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* Fix tidy warnings

* Fix tidy warnings

* Add a test for share method

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* Add a test cpp_type

* Suppress tidy warning
Co-authored-by: Shucai Xiao <Shucai.Xiao@amd.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 method to compute shape with same layout

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* Fix permutation with ambiguous layouts

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* Propagate layout for pointwise operators

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* Propagate layout for more operators

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* Sort with lens

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* Simplify permutation sorting

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* Propagate layout for concat operator

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* Use copy

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

* Add flag to enable cpu backend

* Make buffers shared

* Enable optimizations

* Add onednn

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* Add dnnl header

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* Rewrite rnn first

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* Call reference implementation

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* Make literal data shared

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* Add convolution

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* Compensate for dilation

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* Use name/make_op instead

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* Rename gemm header

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* Add dnnl convolution/gemm operators

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* Add eliminate_contiguous

* Add faster pointwise operators

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* Add dnnl op class

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* Add add op

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* Add concat operator

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* Add more ops

* Create descriptor during finalization

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* Dont rewrite pooling

* Enable memory coloring

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* Add output aliases

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* Fix errors

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* Convert literals

* Add missing file

* Remove batch_norm

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* Use strides

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* Add some debug checks

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* Fix big in adjusting shape for gemm

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* Fix fallback dot operator

* Zero initialize buffers

* Add suport for group convolutions

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* Make adjust allocation target independent

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* Enable adjust_allocation for gpu/cpu

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* Add copy to allocation model

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* Add copy operator

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* Better handling of output parameters in adjust_allocation

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* Build with dnnl

* Make dnnl required

* Fix compile error

* Tidy fixes

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* Tidy fixes

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* Fix more tidy issues

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* Add mul op

* Add mul op

* Set c compiler to clang as well

* Compensate for normalized compute shape

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* Fix cppcheck errors

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* Add onednn library to hcc

* Guard clang pragmas

* Disable cpu mode for gcc for now

* Leave it enabled it for gcc 7

* Fix cppcheck suppresion

* Fix compile error on gcc 5

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

* add bool type

* code backup

* code backup

* clang format

* fix build warnings

* clang format

* add the equal operator

* add the equal operator

* clang format

* remove unnecessary code

* refine unit tests

* clang format

* fix review comments and a bug

* clang format

* additional changes

* clang format

* fix cppcheck error

* add bool type in c api

* fix cppcheck error

* fix review comments

* fix cppcheck error

* fix a build error related to gcc

* fix cppcheck error

* fix cppcheck error

* added the equal operator to register list

* add parsing boolean type

* clang format

* fix bool type issue for python output

* clang format

* add support for automatic multibroadcast of the equal operator

* additional unit tests for more code coverage

* clang format

* missing an onnx file
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* Add initial serialization

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* Add unit tests

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* Add tests for serialization

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* Use or not and

* Add value test

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* Add more tests

* Add shape serialization

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* Add serializtion for literal and argument

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* Serialize empty types

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* Tidy fixes

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* Fix tidy issues

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* Reformat value type macro

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* Handle enum types

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* Add float_equal

* Fix tidy issue

* Use declval for better sfinae

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* Fix maro name

* Add more test cases to improve coverage

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* Add more tests

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* Fix assertion

* Fix bug with keyless assignment

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

* Initial cpu conv-nd

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* Make index signed

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* Assert the indices are greater than 0

* Use equal instead of lexicographical_compare

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* Fix tidy errors

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* Handle different types

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* Fix nested visits

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* Add 3d conv test

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* revert unnecessary changes

* remove a print line

* Fix ICE

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

* Add decompose pass

* Add decompose test

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* Add remap

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* Add compute method for dot

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* Add finder for horizontal fusion

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* Reuse predicate

* Add gemm fusions

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* Add some fixes for convolution

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* Fix shape tests

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* Reuse axis equal

* Add initial split fusion

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* Update offset

* Workaround outputs that cant accept nonstandard shapes

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* Add check for split concat

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* Add missing headers

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* Add tests

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* Add more testing

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* Fix when there is duplicate splits in inputs

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* Fix mismatch iterators

* Add tests for dot fusions

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* Add test for convolution

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* Fix tidy issues

* Add more tests

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* Ignore build directory for codecov

* Add test for groups

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* Add more tests for groups

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* Add test for missing end slice

* Add newline

* Remove unused function

* Add support for when beta is not 1

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* Add test for scalar

* Add one more scalar test
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add experimental support for c++ output

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* Fix syntax errors

* Add resnet50 model

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* Add inceptionv3 model

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* Add alexnet

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* Fix name of pooling mode

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* Fix tidy issues

* Ignore driver directory

* Show accetable values