GitLab

Unable to get dims() to populate correclty. fails at replace_instruction in
lowering

These will get cleaned up later but result in us adding contiguous after
every reshape prior to us performing a find_reshape_alias matcher

use this to find a reshape->contiguous and then determine if aliasing can be done
thus use the proper reshape or reshape lazy operator

this will get filtered out once proper order and aliasing is determined

Case here is to let reshape fall into a contiguous to do the copy required
for nonstandard shape->standard shape convert.

Just make the old reshape into reshape_lazy since this is going to be performing
aliasing after we perform a proper pass of reshapes.

Fixes the failing test case in #1815. Added a test that would otherwise fail without the change.

Needed to run multi-targeted program where "main" isn't the only root module. There could be many root modules other than main.

Updates ref version of clip to work with dynamic shapes
Encountered in agentmodel

Add a CI job to test CK
Add MIGRAPHX_TUNE_CK env variable to only do tuning for CK
Continue tuning even when there is invalid configs
Fix a bug with parallel compilation not using all available threads
Add additional test for gemms using half types
Removed int32 as supported type since it doesnt pass our test suite

This will show the instructions that are inserted for each onnx operator. This should help debugging where certain instructions come from.

Bump MLIR commit to include latest supported pointwise ops.
Expand the MLIR approve list 
Ensure that operations such as tanh() that don't have integer implementations (at least in MLIR) aren't used within MLIR modules.
Add additional tests.

Co-authored-by: Artur Wojcik <artur.wojcik@amd.com>

Update `mlir_program` to only create one dialect registry, and to call
registerRocMLIRPasses() (which is needed and may not be thread-safe)
exactly once. 

In addition, use a single thread pool across all contexts. This is
recommended practice upstream for libraries that perform a lot of
compile jobs, and saves on the overhead of creating and destroying a
lot of threads

Fixes #1852  Fixes #1847

Add mlir quant_dot operator support

Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>

* Add trace for SIMPLIFY_ALGEBRA matches

* Fix format

* handle review comments from Umang

-int to size_t for trace
-move env arg to top of simplify_algebra.cpp
-handle overload beter for find_matches

* Rename trace_mod param to trace_pass

More representative naming for what this trace flag does

* Add initial ck_gemm code

* Format

* Add additional src files

* Format

* Add include

* Simplify fuse_ck

* Format

* Rename var

* Enable pass

* Update ck version

* Fix include

* Add group stride

* Disable warnings for ck headers

* Format

* Add unpack array

* Add interface to enable tuning

* Format

* Update compile_ops to handle tuning config

* Format

* Add some comments

* Move time_op to migraphx_gpu

* Add banchmarking

* Refactor

* Format

* Add lift class macro

* Use device name

* Format

* Generate configs

* Format

* Pass tuning parameter

* Move data type to is_ck_gemm matcher

* Format

* Add problem_cache to avoid retuning same configs

* Format

* Format

* Mark the problems

* Format

* Use is_null

* Format

* Resize vector

* Only tune with exaustive tuning

* Format

* Use assert

* FOrmat

* Tidy fixes

* More tidy fixes

* Format

* Add license to missing files

* Format

* Use transform

* Format

* Fix tidy

* Format

* Fix cppcheck issues

* Format

* Add static_assert

* Add ops header

* Add assertion in batcher

* Format

* Improve the batch fold check

* Format

* Add where op workaround for CK

* Skip if any input is not a supported ck type

* Format

* Check batch is standard

* Format

* Remove redundant static keyword

* Update commit hash

* Fix error when running without --exhaustive-tune

* Formatting

* Formatting

* Remove fuse_ck_gemm_softmax_gemm

* Update ck hash

* Correct spelling mistake

* Remove commented out logic from fuse_ck

* Remove unused include and add comment

* Formatting

* Remove redundant get_shape and remove ck_gemm from names

* Formatting

* Allow for mixed types with int8 gemms

* Formatting

* Add back find_package from merge

* Update CK commit hash and add gfx940 to fuse_ops supported archs

* Formatting

* Update CK hash

* Fix convert for the NaNs

* NaNs can't be compared, use std::isnan()

* formatting

* formatting

* formatting

* add extra tests

* initial

* Added tests and new functionality

* Update optimals handling

* Simplify conditionals

* Ref test, update docs

* Remove comment, suggestion unclear

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Co-authored-by: Umang Yadav <29876643+umangyadav@users.noreply.github.com>

* fix parse_instancenorm to create broadcast and multibroadcast instructions with two dynamic shape arguments instead of 1.  Their make_op() functions don't support dynamic shapes when called with one input.  This caused an error when parsing an ONNX 3duunet model

* Use add_common_op() to create multibroadcast op.

* add verification and parsing test for instance_norm with dynamic input.  Parse test doesn't pass.

* fix for test; still doesn't pass

* another fix for test; still doesn't pass

* work in progress, instance_norm_dyn_batch_test works but instance_norm_test doesn't

* fix onnx instancenorm tests to match parser changes.  Passes all check tests

* Updated comments explaining usage of add_common_op()

* hand-merged conflicts with develop

* fix instance_norm_half_test after merge

* add Onnx test instance_norm_dyn_batch_half_test

* add shape test cases broadcast_1in_dyn_error and multibroadcast_1in_dyn_error_0

* add fix for the trace_eval

* Add throw for the debug builds

* Formatting

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Co-authored-by: Chris Austen <causten@users.noreply.github.com>

#1791 Added hash function for value class. It uses the Visit function and has specialization for the bool_type and <vector> type but was missing specialization for the nullptr. Nullptr caused compilation issues for RHEL, SLES and CentOS.

Enable with MIGRAPHX_ENABLE_CK=1 and --exhaustive-tune tune flag