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2020-07-22COMPMID-3549: GEMM Tuner - Validate input parametersEren Kopuz
- Add validate function to kernel and exit if invalid parameters - Also relates to ticket COMPMID-3451 Change-Id: I49df7378a2fe27b8f08c45b373e13ef565a8b5d9 Signed-off-by: Eren Kopuz <eren.kopuz@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3592 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-07-16COMPMID-3549: Add support for data type in bash and python scriptsEren Kopuz
- Bash script allows option for selecting data type which is passed to benchmark example - Python script parses data type from results and reports as part of GEMMParam Change-Id: I4202a2ce0a9b87b0bd8be5c26bb3027fe72aaaf4 Signed-off-by: Eren Kopuz <eren.kopuz@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3560 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2020-07-13COMPMID-3453: Modify GemmTuner.py to output JSONEren Kopuz
- Added functionality to parse multiple OpenCL_ms measurements and sum - Results are now outputted in 4 JSON files as specified in ticket COMPMID-3453 Change-Id: I9241e9eeaee7c4979e877f87736deaee3cfd38e4 Signed-off-by: Eren Kopuz <eren.kopuz@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3492 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-09COMPMID-3325: Add support in gemm_tuner for cl_imageManuel Bottini
Change-Id: I78f815005516ca0e83366bab017884530c1d2e86 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3518 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-09COMPMID-3324: Adjusting capitalization of Arm copyright claim to reflect Arm ↵Michele Di Giorgio
preferred presentation Change-Id: Ib7dcfcbb24b408999dfae366b9da396485aacf78 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3525 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-06COMPMID-3452: Skip empty lines and lines starting with # when parsing the ↵Eren Kopuz
gemm configs CSV files - Updated total test number calculation to also ignore empty lines and comments Change-Id: Ic76e7c601094611a324c7a103cb01133a2bbbb05 Signed-off-by: Eren Kopuz <eren.kopuz@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3351 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-18COMPMID-3451: Add support for F16 in Gemm TunerEren Kopuz
- Comand line option added to specify F32 or F16 Change-Id: Ibd8a5c8d013a6dff601aa773e94946de1ff6e280 Signed-off-by: Eren Kopuz <eren.kopuz@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3322 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-07COMPMID-3233 Extend gemm tuner in the doxygen documentationSiCong Li
* Add location to gemm tuner scripts. * Expanded on the description of the gemm shape and gemm config files. * Reformat the document. Change-Id: Idd23d98b02377b0619cb9f616aa6099321f492bc Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2988 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-11-12COMPMID-2690 Extend Doxygen documents to include GEMM TunerSiCong Li
Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I998210c3c454c091cfe124f1151f0e052c83a0ef Reviewed-on: https://review.mlplatform.org/c/2264 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-12COMPMID-2563 Change how the best overall GEMM configuration is selectedSiCong Li
* Based on a specified tolerance, each GEMMParam (GEMM Shape) now can have a set of best GEMM configurations, instead of just a single one. This improves the robustness and completeness of the tuned results, and is in compliance with how we define the GEMMParam archetypes (the main goal of this story) * The tuner then tries to find the best overall GEMMConfig, from all the best config sets, through the same voting mechanism: the config that gets voted the most is the best overall GEMMConfig. Change-Id: Ief770bb6ffc04629d91f1dc778eea69274e007f0 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/2228 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-10-23COMPMID-2567: Create a python script to parse the CLGEMM benchmarks andSiCong Li
return the optimal configuration * Fix GEMM Reshaped example by adding the reshape lhs kernel. * Extend runner shell script to save result files with a defined file extension * Extend runner shell script to print out progress and time * Add python script * Update README Change-Id: I484ec8945aded4341743bc1024820523392b8ce3 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/2122 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-09-30COMPMID-2564 - Add CLGEMMNative exampleSiCong Li
* Add gemm native example. * Update shell script to run gemm native example. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I0252f556b6f94adb776b8cb84b45971f1eb317e4 Reviewed-on: https://review.mlplatform.org/c/1992 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-09-27COMPMID-2565 - Add CLGEMMReshaped exampleSiCong Li
* Add gemm reshaped example. * Update shell script to run gemm reshaped example. * Use OPENCL_TIMER_MS for instrument * Increase number of iterations to 5 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I41b3cebc5ee6368bf156d0e888101a3ff976a1b5 Reviewed-on: https://review.mlplatform.org/c/1990 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-09-27COMPMID-2692 Use existing command line infrastructure forSiCong Li
CLGEMMReshapedOnlyRHS * Refactor to use existing command line infrastructure. * Fix: Remove errorneous initialisation code for dst matrix. * Fix: Correctly set bias tensor to be a vector. Change-Id: I787bfa08392df806aba3b0be09bab015f16010f7 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/1985 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-09-25COMPMID-2566 - Add CLGEMMReshapedOnlyRHS exampleSiCong Li
* Add example * Add shell script for running example on predefined tunable configs Change-Id: I1660c37a071492b4da5cf97c1ced5ac4a08b19ce Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/1961 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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