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Examples..

bin/driver verify /codes/onnx_models/resnet50-v1-7/resnet50-v1-7.onnx --split-single-dyn-dim --batch 3 --dyn-input-dim @data "[{min:1, max:4}, 3, 224, 224]"

bin/driver compile /codes/onnx_models/resnet50-v1-7/resnet50-v1-7.onnx --split-single-dyn-dim --default-dyn-dim "{min:1, max:10}" --output resnet50_batch1-10.mxr

bin/driver perf resnet50_batch1-10.mxr --batch 4

* Add driver flag "--exhaustive-tune" to enable tuning, add support for the same in C/C++ and python API

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

Changed the pooling values for two structures from strings to specialized enum classes. Many test and operator parsing changes to support this. Introduces one new source file, op_enums.cpp.

* code backup

* clang format

* change corresponding tool files

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

* Add all_targets cmake target

* Rename target

* Add ref target

* Rename tests

* Refactor compiler target

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* Verify for every target

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* Add verify test suite

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* Add initial test programs

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* Add rnn tests

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* Validate gpu

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* Remove old gpu tests

* Fix gpu tests

* Fix ref error

* Fix tidy issues

* Formatting

* Tidy fixes

* Fix header in python api

* Rename to ref

* Use ref in verify_onnx

* Fix tidy issue

* Build with verbose on

* Fix typo

* Remove verbose

* rename some cpu prefix to ref
Co-authored-by: Shucai Xiao <Shucai.Xiao@amd.com>

* 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>

* Use increment instead of division to compute register offset

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* Limit layernorm to 1024 elements

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* Add verification to driver

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* Remove early return

* Use block_size 256

* Vectorize the kernel

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* Convert to vector type

* Add layernorm tests

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* Refactor layernorm to run both algos

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* Fix compile error

* Fix tidy warnings

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* Add layernorm function

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* Add flags to quantize in driver

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* Fix compile error