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path: root/tests/ExecuteNetwork/ExecuteNetworkProgramOptions.cpp
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2023-08-21IVGCVSW-6667 Update the Arm NN Execute Network app --helpTracy Narine
* Moved deprecated functionality to its own heading * Updated documentation for many of the parameters * Added information on execution time versus inference time Signed-off-by: Tracy Narine <tracy.narine@arm.com> Change-Id: If017e49e7f6c60a72fe948c1cfa1a6f6a5c4a692
2023-08-02IVGCVSW-7880 Add check for FP16 backend supportRyan OShea
* Check if preferred backends have FP16 support before enable fp16-turbo-mode * Unit tests * Replaced global gpuAccCapabilities with getter method construction * Replaced deprecated function call in SL shim Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: If29b62b330ca8987de8acf6408db11daf25ca0b5
2023-06-30IVGCVSW-7666 Add a FileComparisonExecutor to ExecuteNetwork.Colm Donelan
* Implement the "-C" command line option of executenetwork. * Add a FileComparisonExecutorFile which will read tensors from a previously written text file and compare them to the execution output. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I8380fd263028af13d65a67fb6afd89626d1b07b8
2023-05-08IVGCVSW-7626 Add Execute Network for Opaque DelegateNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ibdded86713368ecfdf31c4118dfe8a3404d1e3b8
2023-04-26Update cxxopts from 3.0 to 3.1.1Jim Flynn
!android-nn-driver:9431 Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: I58143445b5c5cf2aafd0838156c9543adce21e6a
2023-03-06Fixing compare output feature in ExecuteNetworkColm Donelan
The -A -B -C options in execute network were attempting to calculate the RMS error over output tensors. However, the calculation was mixing tensor elements and bytes when doing the calculation. This patch changes the calculation to use a per byte RMS error calculation. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: If30230a16cfed1a8804b4d54ed1abcd371f26664
2023-01-10Update --compare-output description in ExecuteNetwork parameters.Cathal Corbett
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ic6bbbaa04aabaa5c3fd525acd5121f07d3392120
2022-11-16IVGCVSW-7214 Disable BF16-Turbo-Mode and remove conversion layersRyan OShea
- Remove Bf16ToFp32 Conversion Layer - Remove Fp32ToBf16 Conversion Layer - Remove B16 Conversion tests * Throw exception if m_ReduceFp32ToBf16 optimzer option is set to true * Provide comments to enable fast math in order to use bf16 * Update docs to inform users to enable fast math for bf16 Execute Network Changes * Require bf16_turbo_mode to also have fast_math_enabled set to true - Remove setting m_ReduceFp32ToBf16 optimizer option Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ibaa6da9d29c96a1ce32ff5196b0847fde9f04a1c
2022-10-19MLCE-545 INT8 TFLite model execution abnormalKeith Davis
* Add functionality to print output tensors to file in tempdir * UnitTests Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Idfb4c186544187db1fecdfca11c662540f645439
2022-07-28Revert "Revert "IVGCVSW-6650 Refactor ExecuteNetwork""Teresa Charlin
This reverts commit 1a7f033768acb27da11503bd29abb468d2e77f9e. List of fixes to be able to add this code again: * "emplacing_back" the vector inputTensors into the vector m_InputTensorsVec outside the for loop * GetIOInfo() uses IOptimizedNetwork instead of INetwork, where the infered shapes are not saved * Add missing data type Signed32 to SetupInputsAndOutputs() * PrintOutputTensors() prints the actual output without dequantizing * Add profilingDetailsMethod as input in networkProperties in ArmNNExecutor constructor * Fix typos Change-Id: I91de166f87228282db3efa27431fe91458834442 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic6634d48892d11e5f146cdf285e1e333e93e9937 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2022-07-08Revert "IVGCVSW-6650 Refactor ExecuteNetwork"Nikhil Raj Arm
This reverts commit 615e06f54a4c4139e81e289991ba4084aa2f69d3. Reason for revert: <Breaking nightlies and tests> Change-Id: I06a4a0119463188a653bb749033f78514645bd0c
2022-07-08IVGCVSW-6650 Refactor ExecuteNetworkFinn Williams
* Remove InferenceModel * Add automatic IO type, shape and name configuration * Depreciate various redundant options * Add internal output comparison Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: I2eca248bc91e1655a99ed94990efb8059f541fa9
2022-05-18IVGCVSW-6929 Support for models with implicit expandedMike Kelly
dimensions * Added allow-expanded-dims to TFLite parser and ArmNN delegate * If true ArmNN will disregard dimensions with a size of 1 when validating tensor shapes. Tensor sizes must still match. * This allows us to support models where tensors have expanded dimensions (i.e. extra dimensions with a size of 1). * Fixed bug in Network where it assumed that only the first option could be ShapeInferenceMethod. * Fixed bug where m_ShapeInferenceMethod was lost when copying or moving Graphs. * Changed Delegate to pass "infer-output-shape", "allow-expanded-dims" and other BackendOptions through to the Network during construction. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ibe7c5ae6597796fc9164cb07bd372bd7f8f8cacf
2022-04-07IVGCVSW-6828 Add a 'reuse I/O buffers' iteration mode to ExecuteNetworkRyan OShea
* Add shorthand argument for no print * Add Execute network option to reuse buffers * Add new synchronous execute method to reuse buffers Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ia7ee99b2ba9a21043c9575d7546bf25208357141
2022-02-15IVGCVSW-6786 Add import if memory aligned option to ExecuteNetworkJim Flynn
Change-Id: Ib038e7b2616195a64715e3a7126da1368bbca1d3 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-11-03Revert "IVGCVSW-6359 Added support for Float16 (Half) to Execute Network"David Monahan
This reverts commit 2d9956162dd002a41f7fb4fa6753195d33524c7f. Reason for revert: After some discussion, this does technically implement Float16 support for ExecuteNetwork, but not in a way which matches most use cases and is likely to cause issues in the future. Reverting for now. Change-Id: I4ce6de6879216e694631f5dc68e46fb793fae0a9
2021-11-01IVGCVSW-6359 Added support for Float16 (Half) to Execute NetworkDavid Monahan
* Allows the user to specify float16 as a datatype * Does not contain support for float16 on the TfLiteDelegate via ExecuteNetwork Signed-off-by: David Monahan <David.Monahan@arm.com> Change-Id: Icba56feedab32662e2cf671cc46ada899cf40c6c
2021-10-18IVGCVSW-5879 Pass the execute network parameters to the TfLiteDelegate.Colm Donelan
* Introduce a mechanism to construct a DelegateOptions from an ExecuteNetworkParams. * Modify ExecuteNetwork to use this constructed DelegateOptions. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ied663a1e00ac3eece42244ed313ddafd6d2ce078
2021-09-13Add 'do-not-print-output' option to ExNetJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I10fb010ee8d3f813d2264cefb526f352e30d7046
2021-08-20IVGCVSW-6249 Add ProfilingDetails Macros to all workloads in Ref, Neon, CLKeith Davis
* Add functionality to only output network details in ExNet Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I0c45e67193f308ce7b86f1bb1a918a266fefba2e
2021-08-10IVGCVSW-6292 Allow profiling details to be switched off during profilingKeith Davis
* Add switch for network details during profiling Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I8bd49fd58f0e0255598106e9ab36806ee78391d6
2021-07-28Different input data for every iteration of ExecuteNetworkJan Eilers
* Allows to supply different input data for every execution of a model when using the 'iterations' option in ExecuteNetwork * Removes the option 'simultaneous-iterations' because it's functionallity is now covered by 'iterations' * Adds a deprecation warning message to notify users * Little refactor of warning messages Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ib3ab0d6533f6952bfee20d098a890b653c34cc12
2021-07-26GitHub #557 wrong result in int8 modelexperimental/CustomAllocator3Mike Kelly
* Added support for qasymms8 (int8) to ImageTensorGenerator * Added qasymmu8 as alias for qasymm8 in ImageTensorGenerator * Added support for qasymms8 (int8) to ExecuteNetwork * Added qasymmu8 as alias for qasymm8 in ExecuteNetwork * Set tflite to be the default model format in ImageTensorGenerator as it's the only supported model format. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ieda7b78e668ea390e3565cd65a41fe0a9c8a5b83
2021-05-26IVGCVSW-6009 Enable creating thread pool with 1 threadKevin May
* Allow the user to use create a tread pool with a single thread * This is in keeping with how the android-nn-driver was implemented * Add it to ExecuteNetwork thread pool creation Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I05b8048a9e0e45ae11d2b585080af28d9d008d81
2021-05-26IVGCVSW-6009 Integrate threadpool into ExNetKevin May
* Remove concurrent flag from ExecuteNetwork as it is possible to deduce if SimultaneousIterations > 1 * Add void RunAsync() * Refactor some unit tests Change-Id: I7021d4821b0e460470908294cbd9462850e8b361 Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Kevin May <kevin.may@arm.com>
2021-04-29IVGCVSW-5775 'Add Async Support to ExecuteNetwork'Sadik Armagan
* Enabled async mode with '-n, concurrent' and 'simultaneous-iterations' in ExecuteNetwork * Number of input files provided should be equal to number of input files provided multiply by number of simultaneous iterations divided by comma !armnn:5443 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ibeb318010430bf4ae61a02b18b1bf88f3657774c
2021-04-27IVGCVSW-5721 Remove the Tensorflow Parser from ArmNNNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ida37d3ee3a1af0c75aa905199bd861726c646846
2021-04-16IVGCVSW-5720 Remove the Caffe Parser from ArmNNNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ib00be204f549efa9aa5971ecf65c2dec4a10b10f
2021-04-01IVGCVSW-5651 'Regression in CLConvolution2dWorkload'Sadik Armagan
* Enable GPU profiling on ExecuteNetwork Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I57bb4eeb45674e5218fce7e67b9bddf16ba0894d
2021-03-03IVGCVSW-5612 Fix tiny_wav2letter_relu_fixed_int8 delegate outputexperimental/abi-testsFinn Williams
* fix delegate perchannel quantization * change delegate to check reshape options before inputs * Add int8 "qsymms8" option to ExecuteNetwork * Add option to run ExecuteNetwork on tflite w/o delegate !referencetests:301301 Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: If3e12599b17aff1199d7ab0a55e1c901e480083d
2021-02-17IVGCVSW-5581 ExecuteNetwork: Fix pass backends as comma separated listJan Eilers
* Allow passing multiple preferred backends as comma separated list e.g. "-c CpuAcc,CpuRef" or by repeating the option "-c CpuAcc -c CpuRef" Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I8e304d26c2890b99d5ec4c1af6c372458fa70051
2021-02-15IVGCVSW-5686 Add GpuAcc MLGO tuning file configuration argumentFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I3f320499c379162f9d1b00cc8816bd144cd7eee4
2021-02-12IVGCVSW-5685 Add CpuAcc specific configuration option numberOfThreadsMatthew Sloyan
* Added ability to set number of threads used in CpuAcc backend * Enabled number-of-threads option in ExecuteNetwork * Added TfLiteDelegate ModelOptions test * Added unsigned int type to BackendOptions.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ia576d4f45cbe5df3654bc730bb5ebd5181d82b5a
2021-01-15IVGCVSW-5644 Add documentation for cache loaded networkMatthew Sloyan
* Added ModelOptions documentation to CLBackendModelContext * Improved options descriptions in ExecuteNetworkProgramOptions.cpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I14f0c8bb4f299809b89f49c616b691e2f7956d5b
2021-01-12IVGCVSW-5484 Add CacheLoadedNetwork options to ExecuteNetworkMatthew Sloyan
* Enable ability to save/load ClContext in ExecuteNetwork. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I58c61a53f6713853eb06520cc372ed47baf7f8c4
2020-11-17IVGCVSW-5377 Add ArmNN TfLite delegate to ExecuteNetworkSadik Armagan
* Added package manger to turn internal calls to find_package into a no-op * Changed delegate cmake so it can now be built within armnn Change-Id: I2a7ecb9a3c1ca05474cd1dccd91498f6f6c0b32e Signed-off-by: Finn Williams <Finn.Williams@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2020-11-11IVGCVSW-5507 ExecuteNetwork fixJan Eilers
* Allow multiple backends to be defined seperately like " --compute CpuAcc --compute CpuRef " Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ic2a827f6e3463a7413c98a7eefacef8864c1e87b
2020-10-27Bugfix: Allow use of dynamic backendId in execute networkFrancis Murtagh
* Stops execute network rejecting backendId based on BackendRegistry * Dynamically loaded backends arent visible yet as runtime isn't initialized Change-Id: I87adfd137b2225ab07f8c3e996db9565caf276eb Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2020-10-20IVGCVSW-5284 Refactor ExecuteNetworkJan Eilers
* Removed boost program options and replaced it with cxxopts * Unified adding, parsing and validation of program options into the struct ProgramOptions * Program options are now parsed directly into ExecuteNetworkParams which can be passed directly to MainImpl * Split NetworkExecutionUtils into header and source * Removed RunTest * Removed RunCsvTest * Removed RunClTuning * Moved MainImpl back to ExecuteNetwork.cpp * Added additional util functions The functionality of ExecuteNetwork remains the same. Only cl tuning runs need to be started separately and there is no short option for fp16-turbo-mode because -h is reserved in cxxopts to print help messages Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ib9689375c81e1a184c17bb3ea66c3550430bbe09
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