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

* Add preallocate method

* Add preallocate_param pass

* Preallocate buffers on the cpu

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* Preallocate on the gpu

* Add missing cpp file

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* Add lifetime function

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* Always allocate

* Fix tidy warning

* Add const

* Add missing lifetime annotations
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

* 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>

* Register ops for main migraphx

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* Register cpu ops

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* Show list of operators in the driver

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* Simplify regiter

* Try to register gpu ops

* Fix compiler errors

* Register rest of the gpu operators

* Add some tests

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* Fix gcc compiler warnings

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* Fix tidy warnings

* Fix compile error

* Use correct op name

* Register layer norm

* Use const ref

* Make run const

* Fuse convolution adds

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* Fuse more 1x1 convs

* Add some tests

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* Add test for 1x1

* Add verification for add-conv fusions

* Fix stride calculation

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* Add more tests

* Rename tests