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* Add eliminate_data_type pass

* Formatting

* 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

* Formatting

* 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>

* 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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* Formatting

* 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>

* add a pass to normalize ops

* clang format

* add unit tests

* clang format

* code backup

* clang format

* code backup

* clang format

* add support for slice in the normalize_op function

* clang format

* add operation method api for whether we need to call normalize_op

* clang format

* fix review comments

* clang format

* rename a function namejJ

* clang format

* change compute_shape to normalize_compute_shape for corresponding operators

* clang format

* remove unnecessary code

* fix various issues

* clang format

* add attributes to operators having axis attributes

* clang format

* fixed jenkins build error

* clang format

* fix a bug related to slice

* clang format

* code backup

* clang format

* code backup

* clang format

* rename a file

* fix cppcheck error

* some code refinement

* clang format

* change attributes to enum

* clang format

* refine the enum

* clang format

* remove unnecessary code

* add unit tests for more code coverage and fixed a bug

* clang format

* remove unnecessary changes

* change normalize_axes to normalize

* clang format

* revert back the changes in broadcast.hpp

* rename normalize_axes to normalize

* fix review comments

* clang format

* Add flag to enable cpu backend

* Make buffers shared

* Enable optimizations

* Formatting

* Try to avoid ambiguous assign in value class

* fixed a build error

* clang format

* add the normalize_ops pass to the ref target

* refactor program to module to normalize_ops pass
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add flag to enable cpu backend

* Make buffers shared

* Enable optimizations

* Formatting

* Enable cpu backend for gcc builds

* Add save/load functions

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* Add loading and saving to the driver

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* Add return

* Serialize the context with the program

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* Add python API

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* Add c/c++ apis

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* Add tests

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* Fix tidy error

* Fix python doc

* Restore python code

* Add function name to errors

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* Use lvalue for writing

* Serialize context

* Fix convolution and pooling operator for miopen

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* Add const ref

* Set target name to gpu

* Add target tests

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* Move register target to cpp file

* Fix target test

* Use make_target in driver

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* Use make_target for the API

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* Add cpu include

* Increase timeout

* Add more tests

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

* Add compiler options

* Add copy operators

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* Use run_passes in tests

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* Use run_pass in schedule test

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* Add compile_options to get_passes in target

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* Offload copy option

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* Copy using pinned memory

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* Improve performance of gpu copying

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* Dont copy

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* Always make an extra copy

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* Remove unused write op

* Add missing include

* Remove copy_to_gpu function in python api

* Make offload copy disabled by default on C++

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* Fix tidy issues

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* Fix namespace

* Fix python tests

* Turn clang format off since its broken

* Fix compile error on gcc 5

* Remove commented code

* add the slice test example on gpu.

* change the gpu slice test according to comments.

* rename cpu_lowering to lowering, rename cpu_target to target, so consistent with gpu side.

* fix the format of a file CMakeLists.txt.

* Revert "change the gpu slice test according to comments."

This reverts commit 721bbb180d11811dc914d60fd8a1c91926e3f947.

* Revert "add the slice test example on gpu."

This reverts commit 68dabb05adffd429e5e5d10c3a1def2b06489f63.

* fix a format for the file doc/src/reference/targets.rst