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2021-11-04IVGCVSW-6303 Create a SingleAxisPacking strategyFinn Williams
* add fsrcnn and mobilebert memory profiles to the strategy benchmark Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: Ibd8b26f2153c561e5c5bec477f6246d0e8ffa4af
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
2021-10-28IVGCVSW-6473 Add warnings to ExecuteNetwork on invalid output tensor type.Colm Donelan
* In ExecuteNetwork MainImpl compare the data types of outputs on the loaded model with those specified by the user through --output-type. Issue a warning if there is a mismatch. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ic5add9734dc239eddca0972a9e560e54abdb1093
2021-10-28IVGCVSW-6513: Compilation failure in armnn-mobilenet-quant in ML-ExamplesFrancis Murtagh
* Move TContainer to armnnUtils library Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I3c0f895d11b66f6ee224ac689a19d0477f990b98
2021-10-27IVGCVSW-5879 Fix problems with using internal profiling from delegate.Colm Donelan
* Pass through the value of m_EnableProfiling from Executenetwork to DelegateOptions. * If internal profiling is enabled print it out from inside the delegate. * Remove an unnecessary ProfilerImpl instance from WorkingMemhandle.hpp * Remove an unnecessary parameter from TfLiteDelegateMainImpl in ExecuteNetwork. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ia1d4b1eb3a05ca5b4d80cc39e138c7fac182d948
2021-10-26IVGCVSW-6470 Create MemoryStrategyBenchmarkJim Flynn
* Refactor the strategy library to be more generic * Shorten the names of the current strategies * Change validatorStrat to throw exceptions Change-Id: I0d9c9ef609b2d8675e5788610d1accac6767c660 Signed-off-by: Finn Williams <finwil01@e127804.cambridge.arm.com> Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-10-22IVGCVSW-6359 Create a single definition of TContainerDavid Monahan
* Added a single definition of TContainer to include/armnn/Utils.hpp * Change all files which contained their own identical definitions of TContainer to use the new one Signed-off-by: David Monahan <David.Monahan@arm.com> Change-Id: I63e633693a430bbbd6a29001cafa19742ef8309a
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
2021-10-18IVGCVSW-6450 Add Support of Models with Dynamic Batch Tensor to ONNX parserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ia7dbf0735619d406d6b4e34a71f14f20d92586e6
2021-10-15Profile optimizer in ExecuteNetworkDerek Lamberti
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Change-Id: I04fb80c967bba4bb377de419bde618c1cbb80075
2021-10-14Fix "error: no match for ‘operator+’" in GatordMockTestsTeresa Charlin Reyes
Signed-off-by: Teresa Charlin Reyes <tercha01@e127807.cambridge.arm.com> Change-Id: I0e9f5d0386613f29601db554db29d15b6bd0fff4
2021-09-14IVGCVSW-6369 Fix ExecuteNetwork output failureJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I01aa6ea4b21ad4504d6ae04850a2236588e5ddd3
2021-09-13Add 'do-not-print-output' option to ExNetJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I10fb010ee8d3f813d2264cefb526f352e30d7046
2021-09-02GitHub #572 ExecuteNetwork Segfault for TFLite DelegateMike Kelly
* Fixed Segfault when optional input tensor shapes aren't provided Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ib18be62d3654020037e6101976d58297b2a983c4
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
2021-08-10IVGCVSW-6289 Separate tensor shape inference and validation callsFinn Williams
* Pass m_shapeInferenceMethod to OptimizerOptions in ExecuteNetwork Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I90280fb7629092d3b66e8a3968ca9e35a0df854a
2021-08-04IVGCVSW-5980 JSON profiling outputKeith Davis
* Add new ProfilingDetails class to construct operator details string * Add new macro which helps append layer details to ostream * Add ProfilingEnabled to NetworkProperties so that profiling can be realised when loading the network * Add further optional info to WorkloadInfo specific to convolutions * Generalise some JsonPrinter functions into JsonUtils for reusability * Remove explicit enabling of profiling within InferenceModel as it is done when loading network * Add ProfilingDetails macros to ConvolutionWorkloads for validation Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie84bc7dc667e72e6bcb635544f9ead7af1765690
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
2021-07-21NNXSW-3081 Move Filesystem.hpp and Threads.hpp to public includeRob Hughes
!android-nn-driver:5966 Change-Id: Ice0b4d2872bb0e09bfc0763034a206c3a8f24af4 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-06-23IVGCVSW-6062 Rework the async threadpoolFinn Williams
!android-nn-driver:5802 * Extract the threadpool from LoadedNetwork/Runtime * Refactor the threadpool to be handle multiple networks * Trim IAsyncExecutionCallback and add an InferenceId to AsyncExecutionCallback * Add AsyncCallbackManager class Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I36aa2ad29c16bc10ee0706adfeb6b27f60012afb
2021-06-16IVGCVSW-5835 Move the src/profiling/LabelsAndEventClasses class to ↵Nikhil Raj
profiling/common Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I83de0fe9c83ec7e698817095ce5cfe3319c36ea6
2021-06-11IVGCVSW-5963 'Move unit tests to new framework'Sadik Armagan
* Used doctest in ArmNN unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ia9cf5fc72775878885c5f864abf2c56b3a935f1a
2021-06-01IVGCVSW-5833 Move the ProfilingGuid out of Types.hpp to its own header in ↵Nikhil Raj
profiling common !android-nn-driver:5691 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ib71af0831e324ac6bd27b1a36f4a6ec1a703b14a
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>
2021-05-19IVGCVSW-5964 Removing some obsolete Boost references.Colm Donelan
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ic0a2e62e3808caf89ee429ec184d947a04340248
2021-04-29IVGCVSW-5819 5820 5821 Add MemorySourceFlags to ↵Francis Murtagh
TensorHandleFactoryRegistry::GetFactory * Modify Layer::CreateTensorHandles to include MemorySource * Modify INetworkProperties to add MemorySource * Disable Neon/Cl fallback tests until full import implementation complete Change-Id: Ia4fff6ea3d4bf6afca33aae358125ccaec7f9a38 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2021-04-29IVGCVSW-5744 Remove Tensorflow, Caffe and Quantizer from documentationKevin May
* Remove from .md files and Doxygen * Remove from armnn/docker build * Remove Tensorflow model format from ExecuteNetworkParams * Remove Tensorflow model format from ImageTensorGenerator Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Id6ed4a7d90366c396e8e0395d0ce43a3bcddcee6
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
2021-04-27IVGCVSW-5719 Remove QuantizerKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I8a29df03afdd6f1cc8413b219e179272cd2d51cf
2021-04-16IVGCVSW-5720 Remove the Caffe Parser from ArmNNNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ib00be204f549efa9aa5971ecf65c2dec4a10b10f
2021-04-07Fix graph copy memory spikeFinn Williams
* Change layer storage of ConstTensors to std::shared_ptr<ConstCpuTensorHandle> * Change clone to share ConstTensor rather than copy * Remove uses of non-const GetTensor() call * Reduce scope of non-optimized network in ExeNet, so memory can be released after use Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Ibb2c7309d12411d21405bd6024c76bcdf5404545
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
2021-03-24Fix YoloV3 test program incorrect use of absKeith Mok
abs is int type, use fabsf instead for float type Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: I157d471da25d66cbe39fa9809ff9ee536d4e95a1
2021-03-04armnn_tfl_benchmark: allow string of backend to pass directlyKeith Mok
Instead of using the predefined backend ids, we should just pass the backend string directly to the optimator, otherwise we cannot use vendor specific backends or GpuAcc Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: Ic52c81d48364a19f0fcc59bc3c975cf3bd740e21
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
2021-03-03armnn_tfl_benchmark: Fix crashKeith Mok
The input tensor data pointer was passed incorrectly Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: I03f872c57ec588fde0f7d444c80b38823ea4f9b4
2021-02-25This application allow to benchmark tflite models by providing average ↵Jim Flynn
inference time. Usage: armnn_tfl_benchmark -m <model .tflite> -m --model_file <.tflite file path>: .tflite model to be executed -b --backend <device>: preferred backend device to run layers on by default. Possible choices: CpuAcc, CpuRef -l --loops <int>: provide the number of time the inference will be executed (by default nb_loops=1) Signed-off-by: Vincent ABRIOU <vincent.abriou@st.com> Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: Ia26fafd4f382f0ad03856436dcae6e71b5abbd26
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-5675 Implement Pimpl Idiom for IProfiler (lower priority)Francis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: If716f5f4e9b5433586b8a939d326830482da2f74
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
2021-02-08IVGCVSW-4873 Implement Pimpl Idiom for IRuntimeKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I52448938735b2aa678c47e0f3061c87fa0c693b1
2021-01-29IVGCVSW-5484 Add Network loading time to InferenceModelMatthew Sloyan
* Added output log to capture time taken to load network into runtime. * This time is cut down when loading a cached network. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I043c177f17d01df35fbe0752ec5d77e350749164
2021-01-20MLCE-336 'TfLite parser and ExecuteNetwork issues'Sadik Armagan
* Report the error thrown Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If5e5160f43c11a284b919d76b04d9c4d53e9c56c
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