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* 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 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

* Formatting

* Add cpp generator class

* Formatting

* Move compilation to core

* Formatting

* Add clock to tmp name

* Add dynamic loader

* Formatting

* Add tests for code gen

* Formatting

* Add test for literals

* Formatting

* 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

* 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
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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* Formatting

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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>

* Make global variables const

* Tidy fixes

* Disable some lints

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* Fix tidy const

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* Add missing const keywords

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* More fixes

* Fix remaining tidy issues

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* Fix rocblas function call

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* Fix nodiscard warnings

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* Use named parameters

* Remove overload

* Add overload

* Remove noncps

* Use named param for node

* Add auto register header

* Use named parameters

* Refactor jenkinsfile

* Fix shadow

* Add missing body variable

* Add more const methods

* Add hip-clang docker builds

* Remove comments

* Add clang-format

* Add more const

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* Rename stage

* Disable check

* Add another const

* Add python 2 dev packages

* Add sphinx to dockerfile

* 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>

* 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>

* Make contiguous preserve scalar shape

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* Improve standard shape calulation

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* Enable some optimizations on debug build

* Up optimization level

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

* Fix bug in bert accuraccy

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* add another test

* Fix add and overflow

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* Fix bug in shape_for_each

* Use front instead of iterator

* Use result.front()

* Split add_unary files

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* Fix incorrect last index

* Remove comment

* Inline function

* Fix carry check

* Fix metadata errors

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* Reflow

* Reflow