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Doing this allows for things to be university across all our targets without neededing an op for each ref.

TODO. breaks right now. Reusing tests from previous iteration with some tweaks. Need to get back to this once I get better train of thought

Conversion works, just issues with predicate right now.

I may need additional checks for this, or to somehow find the matching division
by zero, and cause a dangling reference so this gets flagged correctly at compile time.
Current attempt inserts a divzero instruction that would later get picked up at the verify stage
during compile. Not sure if this is correct incase we run into operator collisions down the road

This reverts commit fcc84214.

Use this call to also skip converts when running a simplify_algebra pass over a program.

Allows us to not throw warnings instead of using [[maybe_unused]] flag instead.

Adds this to handle broadcasted values instead of just scalars

Throw an exception when this occurs to indicate our simpliciation passes resulted in a singularity somewhere. Related to #1236

Simplify addition zero multiplication and divide operations. Added approrpiate test cases with returns and replacing the instruction and operand to just return zero.

Using the unit/neg unit matchers to handle subtraction operations in the same steps. Added unit tests for both cases.

Part of changes that go wtih #1236. Reverts -1 divide operations to a simple negation of the parameter

Add handling for zero addition operations into the find_unit_ops() matcher functor.

Added test case and code to simplify zero additions between paremeters and literals during simplifications.  In reference to issue #1236

Simplfies our code for all operations and reusing original unit tests for overalpping matcher.

Done to satisfy simplifications specified by #1236 .  Just replace every  parameter divided by 1 with itself. It's assumed that the eliminate_identity() pass will handle generated identity operators in our run_pass()

Save a multiply operation with that of a negation of  input parameter x. Suggested improvement via #1236

Commit for the day, work in progress as I'm failing one of our unit tests outside of the change

Updated each source file in the repo with the existing license.

Updated variable names according to #1193

Fuse layernorm and added triadd_layernorm fusion.  This is a prep performance booster

Fixes the #error when using cppcheck. This no longer suppresses cppcheck errors when including those errors. This fixes the cppcheck errors that was there already.

Update the base version of clang-format from 5.0 to 10.0

In migraphx, DepthToSpace (d2s) is implemented as reshape --> transpose --> contiguous --> reshape.

This PR adds matcher to find d2s + unary pointwise ops.

Application of the matcher moves the pointwise unary operation before the contiguous and reshape of the d2s.
So it becomes
reshape --> transpose --> unary --> contiguous --> reshape.

Motivation is that, later pointwise module would be created out of unary --> contiguous --> reshape. Codegen for this pointwise module can write out buffer such that explicit contiguous and reshape wouldn't be required.

This transformation is not always guaranteed to improve performance, since unary op will operate on non-standard shape. So, we would need some tuning mechanism to make decision.

#905 pending PR for binary operations.

Adds a pass to fuse pointwise operators into one "pointwsie" op that has a submodule which does the calculation.

* rename broadcast and multibroadcast output_lens attribute to out_lens attribute, and change tests and source code to reflect the same

* change the reshape attribute from dims to out_lens

* change transpose attribute's name from dims to perm to reflect better meaning

* use permutation instead of perm for transpose

clang formaating

* use dims instead of out_lens for reshape

clang formatting

* Enable libstdc++ debug mode

* Add is_end function

* Compare addresses in a map or set

* Formatting

* Check end

* Fix comparision of instruction_ref

* Formatting

* Some more iterator fixes

* Formatting

* Fix assert

* Fix invalid iterators

* Fix debug print in program

* Remove debug flag for now

* Set correct bool type
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add the operator step

* clang formatJ

* add unit tests

* clang format

* add more unit test for step op

* clang format

* add more unit tests

* clang format

* fix review comments

* clang format

* rename two unit tests
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* backup implementation of resize enhancement

* clang format

* code backup for the resize

* clang format

* fix build error for resize operator

* clang format

* tmp code backup

* clang format

* remove changes in parse_resize

* remove unnecessary changes

* clang format

* add unit test for the bug

* clang format

* remove print code

* remove a semi-colon

* clang format

* fix a tidy error

* fix review comments

* clang format
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>