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* 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>

* initial testing

* initial testing

* add dequantize

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* add tests

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* revert file

* add parse files

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* add axis tuning and fix tests

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* add tests and fix int8

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* fix tidy

* test with int32

* add default name and change string to upper

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* remove boost call

* refactor to use tune_axis)

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* Load op when serializing

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* Add missing clip field

* Use make_op almost everywhere

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* More make ops for rnns

* Get rid of spaces

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* Remove operators headers

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* Remove unused op headers

* Increase line threshold

* code backup

* clang format

* change corresponding tool files

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

* Fix fusions in bert model

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* Add unit tests

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* Fix one_half matcher

* Workaround ICE on gcc

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

* fix a bug related to concat transpose.

* clang format

* use return instruction to replace the fake instruction
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add initial optimization when using a mul over a sliced convolution

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* Add more tests

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* Convert to an assert

* Check if used once

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* Add test with horiz fusion

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* Optimize nested slice

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* Fix test

* Add const refs

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

* Flatten nested concats

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* Rename tests

* Add more shape operators that can be nops

* Dont remove pooling

* Add env to trace nary device functions

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* Improve contiguous and concat performance

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* Remove unused variable

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* Fix gpu tests

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* Add more test for transposed concat

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* Compute offset and not index

* Compute multi-index once

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* Fix transposed inputs

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* Use product order for comparisons of hip_array

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* Add missing s parameter

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* Dont invert permutation

* Fix tidy warnings

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* Remove incorrect license

* Use a single integer for stride

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* Fix tidy issue

* Fix compiler crash in TF inceptionv4

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* Remove else