Age | Commit message (Collapse) | Author |
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and add option to quantize float inputs to qasymm8
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I54b13b8b53c31c05658fe9c310ca5a66df759aa5
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Convolution2d and DepthwiseConvolution2d to use Encoders and Decoders
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ic87b8ce6f68343983f3c825902425516cbb23b06
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* Seperate ExecuteNetwork main function into standalone application
* Include NetworkExecutionUtils header and remove duplicate functions
* Add uint8 and int32 support to ModelAccuracyChecker
Change-Id: I5fb4bc147232f8388f37eea7db5130b04fd215d1
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Validation files need to be changed due to image pre-processor fix:
IVGCVSW-3129
* Updated TfLiteVGG16Quantized-Armnn Validation.txt
* Updated TfLiteMobileNetQuantizedSoftmax Validation.txt
Change-Id: I801978cc9d658542e5b5d966347de3381191ad66
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
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* Changed expected predictions for TfLiteVGG16Quantized-Armnn.cpp
* Changed expected predictions for TfLiteMobileNetQuantizedSoftmax-Armnn
Change-Id: I3fe0bd3f6e44655b14b10887bc40fb0df31f81c8
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
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* Resized images for quantized models are now statically cast to uint8
instead of quantized
* Removed optional quantization parameters from ImagePreprocessor
constructor
* Changed mean and scale for TFLite models
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: Id5ffdf77f3614d10c417e769bd8ffc4a4c07308b
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* Added Readme file for ArmnnQuantizer
* Added section about ArmnnQuantizer in armnn Readme file
* Updated ModelAccuracyTool Readme file with default values for --compute
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I5fcead522b70086dcf63dfc6c77910a7d33d83f0
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Change-Id: I92a1e043d60fa2fe3414dc9339ef36204aca42e2
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: Ibd5fb4ad102aec1f71ab99402a3e3a08b04b926b
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
Change-Id: I1e128982ba0e1c99ee4532276f679dda37095201
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Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
Change-Id: I071225a812e6f85b6abe83172be71913186523f4
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Change-Id: I4ac325e45f2236b8e0757d21046f117024ce3979
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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Change-Id: I4352a645badde788b9e33b3675a9cc9c0fc3dc33
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I3deb2b9a37e8a8f8f2ed93c64ed0656ae911e24c
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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armnn/tests/CMakeLists.txt for external builds
* Added stb_image libraries under third-party/stb_image
* Updates test/CMakeLists.txt to include those stb_image libraries
* stb_image libraries are dual-licensed under public domain and MIT
Change-Id: Ic179928598bb236d39fb5992042183099e78a0d7
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
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Change-Id: Ie50aeccf053c20c3a01a75042bbc3acd824375af
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: I36b3467e74508ad4e8f3140285f965bc63433d1d
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ieeb6ead55a3af851eea666334e41c3c9c3e3803b
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I49bd93766f8f3cf41a9471c87c1c61ed1ec6034c
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tensor data from the image files
* ImageTensorGenerator tool generates .raw file contains tensor of the image
* ImageCSVFileGenerator tool generates .csv file contains list of .raw files
Change-Id: Ic7e148857b9f885044bd69da1077b60104cd6509
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
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Change-Id: I79f483b9854bd57cd712bc29b83983342cf8191f
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I4492a85c8337bf4ea0eb998c88b9cbfc932dc4e6
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* updated the output name parameter in TfLiteResNetV2-50-Quantized test to correct output name as in model
Change-Id: Ic657d5e7972a610ea63d4fc709fe42c86c997249
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
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Change-Id: I34e8e0736e133ffb5f931ce3b5f5bfa4e2c975c2
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
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* Added building of TfLiteParserTest target and sources for TfLiteResNetV2-50-Quantized-Armnn test
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I0cfc48ee3426187f748d3731e6c060302e9b6afa
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Correctly enable GPU profiling when test profiling is enabled.
Remove extra copy of the profiling-enabled flag from InferenceModel::Params
and correctly pass around the copy that is in InferenceTestOptions.
!referencetests:180329
Change-Id: I0daa1bab2e7068fc479bf417a553183b1d922166
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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Change-Id: I6cbf2a6668894b7964f98b70216f56db4c99b718
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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* Adds a new command line option 'threshold-time'
to ExecuteNetwork, the maximum allowed time for
inference in EnqueueWorkload.
* ExecuteNetwork now outputs inference time
elapsed and (if supplied) threshold time.
* If actual elapsed inference time is greater
than supplied threshold time, fail the test.
Change-Id: If441b49a29cf5450687c07500c9046a80ece56fc
Signed-off-by: James Conroy <james.conroy@arm.com>
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Change-Id: I9389cf32d0efb303ea0930ecb4a87af884943b06
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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Change-Id: I679883234d78b95d1e01ed5602c5cab296b0c6bf
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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Change-Id: I209e4e4e674f486328197eda6438e93ba0c7bda6
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
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Change-Id: I08fb551d27ad80e657460242f567a59303d4879b
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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* Compute Softmax Acl axis for Cl and Neon
* Add unittests for Softmax in 3D and 4D
* Correct input and output layer names in CaffeSqueezeNet inference test
Change-Id: I2d369d9a2db19c40f2af3341039dd33f0c5637b1
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
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* Assign output shape of MobileNet SSD to ArmNN network
* Add m_OverridenOutputShapes to TfLiteParser to set shape in GetNetworkOutputBindingInfo
* Use input quantization instead of output quantization params
* Correct data and datatype in Inference test
Change-Id: I01ac2e07ed08e8928ba0df33a4847399e1dd8394
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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output tensor being all zero
Change-Id: I4da1ffd684672fff0853fb053c3340d06a3bc165
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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Change-Id: Ie6c553798eac732f37148d81970366e5a4ede1be
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I4166c0bbb5ba7f8b8884e71134c21f43d1fc27b0
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* change MobileNet SSD input to uint8
* get quantization scale and offset from the model
* change data layout to NHWC as TensorFlow lite layout
* update expected output as result from TfLite with quantized data
Change-Id: I07104d56286893935779169356234de53f1c9492
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
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Change-Id: I5656b23d9783e7f953e677001d16e41eedeb42b2
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I1a61a1da2258bd07b39da6063d22a5bd22c1884d
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Change-Id: Ieb99ac1aa347cee4b28b831753855c4614220648
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Change-Id: Ie31eee48cc14ada37526130998da7a482d56b1ea
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Change-Id: Iad57395b0231a0960e7fc27c1d487bdee8a1f464
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Change-Id: If45696594503cd093c7d5f3b5001b20e9bb2e573
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Change-Id: I6ed434b798c617f85ca1faa7c5eef4cdabff4a07
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Change-Id: I0896c5f74d4e432a2ea8eff3cbe2db0702aa9ed9
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certain backends
* Read compute devices from the CL as strings and convert them into BackendId objects afterwards
Change-Id: Icded1c572778f5a213644e3052ff6dfe7022128b
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Change-Id: I7e8d377cdbddf0176ae05d8b6b2fd03c6f614168
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Change-Id: I69eac52c9c944a5d209c5c7432c1b7f46e64f05b
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Change-Id: If7ee1efa3ee79d9eca41c5a6219b3fc42e740efe
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