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path: root/src/armnnQuantizer/ArmNNQuantizerMain.cpp
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2020-03-10MLCE-159 Add QAsymmS8 to ArmnnQuantizerFrancis Murtagh
* Allow per layer quantization from Fp32 to Int8 (QAsymmS8) like TfLite Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I5bbf770aa29d81af3568c15b47d2b2c18e55bb28
2020-01-13Rename quantized data types to remove ambiguity for signed/unsigned payloadsDerek Lamberti
!android-nn-driver:2572 Change-Id: I8fe52ceb09987b3d05c539409510f535165455cc Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-05-10IVGCVSW-3063 Modify Quantizer tool to take command line inputÉanna Ó Catháin
for preserving input/output types Change-Id: Ib30f1e2e58407526cd881fec33f45fc4e4ed4afe Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
2019-05-08IVGCVSW-2833 Add Dynamic QuantizationJim Flynn
Change-Id: Iba91e3f3625639f01d66f81a9f3e419e0e285d66 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-03IVGCVSW-2834 Add dynamic quantization via datasetsNina Drozd
* Add QuantizationDataSet class for quantization data parsed from CSV file * Add QuantizationInput for retrieving quantization data for each layer ID * Add unit tests for command line processor and QuantizationDataSet Change-Id: Iaf0a747b5f25a59a766ac04f7158e8cb7909d179 Signed-off-by: Nina Drozd <nina.drozd@arm.com>
2019-04-29IVGCVSW-2843 Support QSymm16 via Command-line quantizer toolSadik Armagan
* Added quantization scheme support to ArmnnQuantizer Change-Id: Ia0202bfcd8cac0695aa3b18f9447a19b27f74f67 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2019-04-12IVGCVSW-2955 Update the Quantizer Tool to take an additional parameter for ↵Sadik Armagan
the user to specify a CSV file Change-Id: Id56e09f147cca5c1301ec1b6bac656cd50bfd583 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2019-02-21IVGCVSW-2610 Add Quantization Tool ExecutableJim Flynn
* Also added TensorInfos to the output slots in the SerializerTests to create valid ArmNN networks for serialization Change-Id: I092b1ac889dd5e05cb1c10c9dfb573acaf1970d9 Signed-off-by: Jim Flynn <jim.flynn@arm.com>