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path: root/src/armnn/test/QuantizerTest.cpp
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2019-03-22IVGCVSW-2859 Add unit tests for QSymm16 quantizationNattapat Chaimanowong
* Add quantization test under QSymm16 scheme for all layers * Refactor existing tests to reduce code duplication Change-Id: I66c9437b3247d78acbb4ebc2c2481f3238268038 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-20IVGCVSW-2858 Add support for QSymm16 quantizationNattapat Chaimanowong
Change-Id: Ia7c305c30c39ec0e9db447a461479be17fde250c Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-02-27IVGCVSW-2632 Fix RefMerger from QAsymm8 types with different quantization ↵Ferran Balaguer
parameters Change-Id: Ie67ce4966c5e5fef618876b027292da429de1485 Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
2019-02-25IVGCVSW-2721 Quantize and Dequantize aren't quite rightFrancis Murtagh
* Add check for infinity and negative infinity in quantize() * Add assert for NaN value in quantize and dequantize() * Add unit tests for infinity and negative infinity Change-Id: Ie60e1e15b289ccbf99df4a3281f067b82cc9f9bf Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-02-21IVGCVSW-2613 Support static quantization of BatchToSpaceFerran Balaguer
Change-Id: I44b12c5c246b7aacc789420dbe55a16efaab6f98
2019-02-18IVGCVSW-2619 Support static quantization of StridedSliceFrancis Murtagh
Change-Id: Iff0902ea2751b079563ce82fbbec6db5157c3392 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-02-18IVGCVSW-2626 Add Quantization of ResizeBilinear LayerJim Flynn
Change-Id: I0daffd23f32cc094d8309aed822cc46bb2aaa46f Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-02-15IVGCVSW-2618 Support static quantization of SplitterFrancis Murtagh
Change-Id: I8e44866336dcd5a9694309cf9bb954a4991e61fd Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-02-15IVGCVSW-2616: static quantization of reshapeNina Drozd
Change-Id: Iaefa145b8a218b3708c8a9208fdabd4984376ae9 Signed-off-by: Nina Drozd <nina.drozd@arm.com>
2019-02-15IVGCVSW-2621 Add static quantization of MergerJim Flynn
Change-Id: I19f01698a6f9b361cd1737d76e6ec2020fab77a6 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-02-14IVGCVSW-2620 Support static quantization of ConstantMatteo Martincigh
* Added VisitConstantLayer to QuantizerVisitor * Added unit tests and refactored QuantizerTest.cpp * Code cleanup Change-Id: I118fd2be085fc98879c5cfaa09698a7c98ba13f0 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-02-14IVGCVSW-2615 Support static quantization of Pooling2dFrancisMurtagh
Change-Id: Ica9c48adad741840b201047bb65541a19aac17f7 Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
2019-02-13IVGCVSW-2617 Add static quantization of SpaceToBatchJim Flynn
* Some refactor of the existing QuantizePermute test for reuse Change-Id: Ifaf1afc476bad348f260fa5340c0153e7ade2703 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-02-12IVGCVSW-2614 Support static quantization of PermuteFrancisMurtagh
Change-Id: I4f208d18f7ac6bb04423cc26ecf61adf0ccc5d26 Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
2019-02-12IVGCVSW-2607 Refactor range tracking into own classDerek Lamberti
Change-Id: I1b409e5dac7922859e04a554893b982afc5ad1e7 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-02-12IVGCVSW-2623 Support static quantization of DepthwiseConv2dFrancisMurtagh
Change-Id: Iab0d5aed243aca921661e4d39770fe02b1330442 Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
2019-02-11IVGCVSW-2531 Serialize a simple ArmNN NetworkMike Kelly
Change-Id: I68cf5072aca6e3a8b3b8c57e19b6d417cd5813fc Signed-off-by: Mike Kelly <mike.kelly@arm.com>
2019-02-11IVGCVSW-2625 Support static quantization of softmaxruoyan01
Change-Id: I216344ee10bbffadb648d4aef1d9a0d9dbb4a341 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Signed-off-by: ruoyan01 <ruomei.yan@arm.com>
2019-02-11IVGCVSW-2676 Make biases optional in ILayerVisitor for Convolution2D, ↵Aron Virginas-Tar
DepthwiseConvolution2D and FullyConnected Change-Id: I3048504ff699fdb266488e7c07b7262e5843d4b0 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-02-11IVGCVSW-2622 Add static quantization of 2DConvolutionJim Flynn
Change-Id: If7985a54eba97f7c61413e0804879e4afbf65c4d Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-02-11IVGCVSW-2624 Support static quantization of FullyConnectedFrancisMurtagh
Change-Id: Ib18085e7e4b2e9d55e29b14122410732e3bdd088 Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
2019-02-08IVGCVSW-2672 Code cleanup after changesMatteo Martincigh
* Minor code cleanup and refactoring Change-Id: I9c6390c15944686134ddf4b47839762f2bb13922 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-02-08IVGCVSW-2607 Implement Input range override mechanismMatteo Martincigh
* Added the OverrideInputRange method to the Quantizer API * Created OverrideInputRangeVisitor to implement the override mechanism * Moved the quantizer utility functions to the new NetworkQuantizerUtils files * Moved the map of quantization ranges out of the StaticRangeVisitor and into the NetworkQuantizer * Added unit tests * Code refactoring and cleanup Change-Id: I9c1d006c1b6a35fbc04584a832fbe489f8f9276d Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-02-07IVGCVSW-2608: support static quantization of ActivationNina Drozd
Change-Id: Ia9afd15d002d4454ec72f219c5cf214704f6ae31 Signed-off-by: Nina Drozd <nina.drozd@arm.com>
2019-02-07IVGCVSW-2609 Quantize BatchNormalizationLayerDerek Lamberti
Change-Id: I7b847112a0322ffc8b88a0708d8439bfb97cfe2c Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-02-06IVGCVSW-2654 Test quantization of addition, input and outputDerek Lamberti
Change-Id: I6c61df213278e6ba65807932548bb2eaa159deba Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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