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* 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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* Improve handling of exceptions in test driver

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* Auto print exception

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* Fork each test case

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* Exclude gcc 5 debug build

* Fix tidy issues

* Add color

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* Create driver class

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* Customize test_case names

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* Report status from forked processes

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* Update the verify driver

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* Print out failed tests

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* Fix tidy issues

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* Expect passing

* Improve failure reporting on non-linux systems

* Fix ifdef

* Always allocate

* Fix tidy warning

* Flush code code cov

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* Fix tidy

* Add const

* Check if weak symbols is linked

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* initial progress

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* Add continue flag

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* Set exe name

* Use stringstream and use quotes

* rename vars

* formatting

* more testing

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* Fix bug when using --continue in the tests

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* revert gemm

* revert dot file

* rename var

* update cmakelists and deconv compute
Co-authored-by: Paul <pfultz2@yahoo.com>
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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* 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
Co-authored-by: Shucai Xiao <shucai@gmail.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>