Blame - src/backends/cl/test/ClLayerTests.cpp - ml/armnn

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telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1	//
				2	// Copyright © 2017 Arm Ltd. All rights reserved.
David Beck	ecb56cd	2018-09-05 12:52:57 +0100	[diff] [blame]	3	// SPDX-License-Identifier: MIT
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	4	//
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	5
				6	#include "ClContextControlFixture.hpp"
Aron Virginas-Tar	5605519	2018-11-12 18:10:43 +0000	[diff] [blame]	7	#include "ClWorkloadFactoryHelper.hpp"
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	8
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	9	#include "test/TensorHelpers.hpp"
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	10	#include "test/UnitTests.hpp"
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	11
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	12	#include <cl/ClLayerSupport.hpp>
				13	#include <cl/ClWorkloadFactory.hpp>
				14	#include <cl/workloads/ClWorkloadUtils.hpp>
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	15
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	16	#include <backendsCommon/test/ActivationFixture.hpp>
				17	#include <backendsCommon/test/LayerTests.hpp>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	18
				19	#include <arm_compute/core/CL/CLKernelLibrary.h>
				20	#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	21
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	22	#include <boost/test/unit_test.hpp>
				23
				24	#include <iostream>
				25	#include <string>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	26
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	27	BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	28
				29	using namespace armnn;
				30
				31	using FactoryType = ClWorkloadFactory;
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	32
				33	// ============================================================================
				34	// UNIT tests
				35
				36	// Activation
				37	ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
				38
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	39	ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
				40	ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
				41
Finn Williams	b5b9bdf	2019-02-18 10:07:34 +0000	[diff] [blame]	42	ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest)
				43	ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test)
				44
Sadik Armagan	6095ba5	2019-09-13 17:07:19 +0100	[diff] [blame]	45	// Sqrt Activation
				46	ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
				47	ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
				48
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	49	// Batch To Space
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	50	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
				51	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
				52	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	53
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	54	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
				55	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
				56	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	57
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	58	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
				59	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
				60	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	61
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	62	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
				63	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
				64	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	65
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	66	// Fully Connected
				67	ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
				68	ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
				69	ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	70	ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
				71	ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	72
				73	ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
				74	ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
				75
				76	// Convolution
				77	ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
				78
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	79	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
				80	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
				81	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
				82	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
				83	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
				84	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
Mike Kelly	7332ed8	2018-12-20 17:03:06 +0000	[diff] [blame]	85	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	86	SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	87
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	88	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
				89	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	90
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	91	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
narpra01	f97debb	2018-11-09 09:27:31 +0000	[diff] [blame]	92	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
				93	Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	94	DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	95
Francis Murtagh	d59116e	2018-10-04 16:03:07 +0100	[diff] [blame]	96	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
				97
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	98	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	99	Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	100	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	101	DataLayout::NCHW)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	102	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	103	Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	104	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	105	DataLayout::NHWC)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	106	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	107	Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	108	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	109	DataLayout::NCHW)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	110	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	111	Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	112	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	113	DataLayout::NHWC)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	114	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	115	Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	116	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	117	DataLayout::NCHW)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	118	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	119	Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	120	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	121	DataLayout::NHWC)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	122	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	123	Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	124	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	125	DataLayout::NCHW)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	126	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	127	Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	128	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	129	DataLayout::NHWC)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame]	130	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	131	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	132	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	133	DataLayout::NCHW)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame]	134	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	135	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	136	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	137	DataLayout::NHWC)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame]	138	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	139	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	140	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	141	DataLayout::NCHW)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame]	142	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	143	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	144	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	145	DataLayout::NHWC)
				146
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	147	// Depthwise Convolution
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	148	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	149	DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	150	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	151	DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	152	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	153	DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	154	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	155	DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	156
				157	// NHWC Depthwise Convolution
				158	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	159	DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	160	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	161	DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	162	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	163	DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	164	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	165	DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
Bruno Goncalves	22972f0	2019-04-26 21:03:24 -0300	[diff] [blame]	166	ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
				167	SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	168
				169
Nikhil Raj	cec6b65	2018-10-12 13:51:57 +0100	[diff] [blame]	170	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	171
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	172	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	173	DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	174	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	175	DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	176	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	177	DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	178	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	179	DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	180
Matthew Jackson	9910792	2019-07-25 12:58:56 +0100	[diff] [blame]	181	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
				182
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	183	// Splitter
Matthew Jackson	9bff144	2019-09-12 09:08:23 +0100	[diff] [blame]	184	ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	185	ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	186
Matthew Jackson	9bff144	2019-09-12 09:08:23 +0100	[diff] [blame]	187	ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	188	ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
				189
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	190	// Concat
				191	ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
				192	ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
Narumol Prangnawarat	71c80b1	2019-06-17 17:45:43 +0100	[diff] [blame]	193	ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	194	ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	195
narpra01	55a97bc	2018-10-02 14:35:53 +0100	[diff] [blame]	196	// Normalization
				197	ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
				198	ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
				199	ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
				200
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	201	// Pooling
				202	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
				203	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
				204
				205	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
				206	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
				207	ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
				208	ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
				209
				210	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
				211	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
				212	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
				213	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	214	IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	215	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
				216	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
				217
				218	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
				219	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
				220	ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
				221	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
				222
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	223	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
				224	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
				225	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
				226	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	227
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	228	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
				229	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
				230	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
				231	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	232
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	233	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
				234	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				235	false)
				236	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
				237	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				238	true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	239	ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
				240	ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
				241
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	242	ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
				243	ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
				244	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	245
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	246	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
				247	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
				248	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
				249	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
				250	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
				251	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
				252	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
				253	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
				254	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
				255	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
				256
				257	// Add
				258	ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jackson	dba634f	2019-08-15 15:14:18 +0100	[diff] [blame]	259	ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	260	ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck	4a8692c	2018-09-07 16:19:24 +0100	[diff] [blame]	261	ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
				262
				263	ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
				264	ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
				265	ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
				266
				267	// Sub
				268	ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
Mohamed Nour Abouelseoud	3d93bc4	2018-11-21 10:35:17 +0000	[diff] [blame]	269	ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
				270	ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
				271
				272	ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
				273	ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
				274	ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck	4a8692c	2018-09-07 16:19:24 +0100	[diff] [blame]	275
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	276	// Div
				277	ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beck	bc39245	2018-09-10 14:47:28 +0100	[diff] [blame]	278	ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	279	ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
				280	ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck	5cd01f3	2018-09-12 16:00:08 +0100	[diff] [blame]	281	// NOTE: quantized division is not supported by CL and not required by the
				282	// android NN api
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	283
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	284	// Mul
				285	ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	286	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
				287	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Bentham	e2ec330	2018-10-01 11:32:48 +0100	[diff] [blame]	288	ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
				289	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
				290	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Matthew Jackson	dba634f	2019-08-15 15:14:18 +0100	[diff] [blame]	291	ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	292
				293	// Batch Norm
Matthew Jackson	9bff144	2019-09-12 09:08:23 +0100	[diff] [blame]	294	ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
				295	ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	296
Aron Virginas-Tar	8168f40	2019-10-04 13:10:16 +0100	[diff] [blame^]	297	// InstanceNormalization
				298	ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
				299	ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
				300
				301	ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
				302	ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
				303
				304	ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
				305	ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
				306
				307	ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
				308	ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
				309
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	310	// L2 Normalization
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	311	ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
				312	ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
				313	ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
				314	ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	315
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	316	ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
				317	ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
				318	ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
				319	ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	320
Matthew Jackson	82b15ed	2019-07-25 16:14:30 +0100	[diff] [blame]	321	ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
				322
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	323	ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
				324	ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer	05bf054	2019-06-18 16:46:00 +0100	[diff] [blame]	325
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	326	// Constant
				327	ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	328	ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	329
				330	// Concat
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	331	ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
				332	ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	333
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	334	ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
				335	ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
				336	ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
				337	ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	338
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	339	ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
				340	ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
				341	ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
				342	ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	343
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	344	ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
				345	ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
				346	ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
				347	ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
				348	ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false)
				349	ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	350
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	351	ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
				352	ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
				353	ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
				354	ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
				355	ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
				356	ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	357
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	358	ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
				359	ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
				360	ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false)
				361	ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
				362	ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
				363	ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	364
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	365	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
				366	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
				367	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
				368	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
				369	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
				370	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	371
Aron Virginas-Tar	b280196	2019-09-30 11:24:53 +0100	[diff] [blame]	372	// DepthToSpace
				373	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
				374	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
				375	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
				376	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
				377
				378	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
				379	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
				380	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
				381	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
				382
				383	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NCHW);
				384	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NCHW);
				385	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NCHW);
				386	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NCHW);
				387
				388	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NCHW);
				389	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NCHW);
				390	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NCHW);
				391	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NCHW);
				392
				393	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
				394	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
				395	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
				396	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
				397
				398	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
				399	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
				400	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
				401	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
				402
				403	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NHWC);
				404	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NHWC);
				405	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NHWC);
				406	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NHWC);
				407
				408	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NHWC);
				409	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NHWC);
				410	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NHWC);
				411	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NHWC);
				412
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	413	// Floor
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	414	ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	415
				416	// Reshape
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	417	ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
				418	ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
Matthew Jackson	dba634f	2019-08-15 15:14:18 +0100	[diff] [blame]	419	ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	420
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	421	// Pad
Mohamed Nour Abouelseoud	dd6acea	2018-10-18 12:26:19 +0100	[diff] [blame]	422	ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
FinnWilliamsArm	ab80162	2019-07-09 14:46:28 +0100	[diff] [blame]	423	ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseoud	dd6acea	2018-10-18 12:26:19 +0100	[diff] [blame]	424	ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
				425	ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	426
FinnWilliamsArm	ab80162	2019-07-09 14:46:28 +0100	[diff] [blame]	427	ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
				428	ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
				429	ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
				430	ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
				431
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	432	ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
				433	ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
				434	ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
				435	ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
FinnWilliamsArm	ab80162	2019-07-09 14:46:28 +0100	[diff] [blame]	436
Nikhil Raj	91e4c6d	2019-07-05 12:22:58 +0100	[diff] [blame]	437	// PReLU
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	438	ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
				439	ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
Nikhil Raj	91e4c6d	2019-07-05 12:22:58 +0100	[diff] [blame]	440
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	441	// Permute
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	442	ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
				443	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
				444	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
				445	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
				446	ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
				447	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
				448	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
				449	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	450
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	451	// Lstm
				452	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	453	LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	454	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
				455	LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
				456	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	457	LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	458
Jan Eilers	a2ec909	2019-07-08 15:56:59 +0100	[diff] [blame]	459	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
				460	LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
				461
Ferran Balaguer	737d9ff	2019-08-01 09:58:08 +0100	[diff] [blame]	462	ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest)
				463
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	464	// Convert from Float16 to Float32
				465	ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
				466	// Convert from Float32 to Float16
				467	ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
				468
Éanna Ó Catháin	47c1ddb	2018-10-12 14:24:13 +0100	[diff] [blame]	469	ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
				470
keidav01	a959ee5	2018-12-19 10:04:58 +0000	[diff] [blame]	471	//Max
				472	ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest)
				473	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
				474	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
				475	ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
				476	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
				477	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
				478
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	479	// Mean
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	480	ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
				481	ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
				482	ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
				483	ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
				484	ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
				485	ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
				486	ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	487
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	488	ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
				489	ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
				490	ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
				491	ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
				492	ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
				493	ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
				494	ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	495
saoste01	9292aa3	2019-01-08 13:55:59 +0000	[diff] [blame]	496	// Minimum
				497	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1)
				498	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2)
				499	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
				500
Nattapat Chaimanowong	c6a41ff	2019-01-29 09:56:02 +0000	[diff] [blame]	501	// Greater
				502	ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
				503	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
				504	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
				505	ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
				506	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
				507	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
				508
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	509	// Softmax
				510	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
				511	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
				512	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
				513	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
				514
				515	ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
				516	ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
				517
				518	ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
				519	ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
				520
Sadik Armagan	f446432	2018-12-20 16:19:12 +0000	[diff] [blame]	521	// Space To Batch Nd
				522	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
				523	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
				524	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
				525	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
				526
				527	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
				528	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
				529	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
				530	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
				531
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	532	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
				533	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
				534	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
				535	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Sadik Armagan	f446432	2018-12-20 16:19:12 +0000	[diff] [blame]	536
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	537	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
				538	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
				539	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
				540	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Sadik Armagan	f446432	2018-12-20 16:19:12 +0000	[diff] [blame]	541
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	542	// Space To Depth
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	543	ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
				544	ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	545
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	546	ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1)
				547	ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	548
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	549	ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
				550	ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	551
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	552	ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
				553	ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	554
Matthew Jackson	d516610	2019-07-31 14:06:28 +0100	[diff] [blame]	555	// Stack
Matthew Jackson	e69c399	2019-09-09 14:31:21 +0100	[diff] [blame]	556	ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
				557	ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
				558	ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
				559	ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
				560	ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
				561	ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
				562	ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson	d516610	2019-07-31 14:06:28 +0100	[diff] [blame]	563
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	564	// Strided Slice
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	565	ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
				566	ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	567	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
				568	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
				569	ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	570	ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
				571	ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
				572	ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
				573	ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	574
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	575	ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
				576	ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	577	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
				578	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
				579	ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	580	ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
				581	ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
				582	ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
				583	ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	584
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	585	// Resize Bilinear - NCHW
				586	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	587	SimpleResizeBilinearTest<DataType::Float32>,
				588	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	589	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	590	SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
				591	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	592	ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	593	ResizeBilinearNopTest<DataType::Float32>,
				594	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	595	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	596	ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
				597	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	598	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	599	ResizeBilinearSqMinTest<DataType::Float32>,
				600	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	601	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	602	ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
				603	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	604	ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	605	ResizeBilinearMinTest<DataType::Float32>,
				606	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	607	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	608	ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
				609	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	610
				611	// Resize Bilinear - NHWC
				612	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	613	ResizeBilinearNopTest<DataType::Float32>,
				614	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	615	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	616	ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
				617	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	618	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	619	SimpleResizeBilinearTest<DataType::Float32>,
				620	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	621	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	622	SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
				623	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	624	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	625	ResizeBilinearSqMinTest<DataType::Float32>,
				626	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	627	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	628	ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
				629	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	630	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	631	ResizeBilinearMinTest<DataType::Float32>,
				632	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	633	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	634	ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
				635	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	636
				637	// Resize NearestNeighbor - NCHW
				638	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	639	SimpleResizeNearestNeighborTest<DataType::Float32>,
				640	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	641	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	642	SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
				643	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	644	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	645	ResizeNearestNeighborNopTest<DataType::Float32>,
				646	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	647	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	648	ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
				649	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	650	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	651	ResizeNearestNeighborSqMinTest<DataType::Float32>,
				652	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	653	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	654	ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
				655	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	656	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	657	ResizeNearestNeighborMinTest<DataType::Float32>,
				658	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	659	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	660	ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
				661	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	662	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	663	ResizeNearestNeighborMagTest<DataType::Float32>,
				664	DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	665	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	666	ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
				667	DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	668
				669	// Resize NearestNeighbor - NHWC
				670	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	671	ResizeNearestNeighborNopTest<DataType::Float32>,
				672	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	673	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	674	ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
				675	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	676	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	677	SimpleResizeNearestNeighborTest<DataType::Float32>,
				678	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	679	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	680	SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
				681	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	682	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	683	ResizeNearestNeighborSqMinTest<DataType::Float32>,
				684	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	685	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	686	ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
				687	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	688	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	689	ResizeNearestNeighborMinTest<DataType::Float32>,
				690	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	691	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	692	ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
				693	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	694	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	695	ResizeNearestNeighborMagTest<DataType::Float32>,
				696	DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	697	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	698	ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
				699	DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	700
Aron Virginas-Tar	1a763dd	2019-09-10 12:32:08 +0100	[diff] [blame]	701	// Rsqrt
				702	ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
				703	ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
				704	ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
				705	ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
				706
Sadik Armagan	20ec249	2019-05-31 09:09:44 +0100	[diff] [blame]	707	// Quantize
				708	ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
				709	ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
				710
Jim Flynn	983daec	2019-05-29 16:20:16 +0100	[diff] [blame]	711	// Dequantize
				712	// NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732)
				713	// CLDequantizationLayerKernel accepts DataType::QASYMM8 input
				714	// and can output DataType::F16 or DataType::F32
				715	ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
				716	ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
				717
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	718	// TransposeConvolution2d
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	719	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
				720	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				721	true,
				722	DataLayout::NCHW)
				723	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
				724	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				725	true,
				726	DataLayout::NHWC)
				727	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
				728	SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				729	true,
				730	DataLayout::NCHW)
				731	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
				732	SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				733	true,
				734	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	735
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	736	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
				737	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				738	false,
				739	DataLayout::NCHW)
				740	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
				741	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				742	true,
				743	DataLayout::NHWC)
				744	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
				745	SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				746	true,
				747	DataLayout::NCHW)
				748	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
				749	SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				750	true,
				751	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	752
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	753	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
				754	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				755	true,
				756	DataLayout::NCHW)
				757	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
				758	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				759	true,
				760	DataLayout::NHWC)
				761	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
				762	PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				763	true,
				764	DataLayout::NCHW)
				765	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
				766	PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				767	true,
				768	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	769
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	770	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
				771	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				772	false,
				773	DataLayout::NCHW)
				774	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
				775	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				776	true,
				777	DataLayout::NHWC)
				778	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
				779	PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				780	true,
				781	DataLayout::NCHW)
				782	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
				783	PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				784	true,
				785	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	786
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	787	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
				788	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				789	true,
				790	DataLayout::NCHW)
				791	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
				792	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				793	true,
				794	DataLayout::NHWC)
				795	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
				796	StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				797	true,
				798	DataLayout::NCHW)
				799	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
				800	StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				801	true,
				802	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	803
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	804	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
				805	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				806	false,
				807	DataLayout::NCHW)
				808	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
				809	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				810	true,
				811	DataLayout::NHWC)
				812	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
				813	StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				814	true,
				815	DataLayout::NCHW)
				816	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
				817	StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				818	true,
				819	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	820
Aron Virginas-Tar	aec942c	2019-08-14 14:37:42 +0100	[diff] [blame]	821	ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
				822	MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				823	DataLayout::NCHW)
				824	ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
				825	MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				826	DataLayout::NHWC)
				827	ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
				828	MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				829	DataLayout::NCHW)
				830	ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
				831	MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				832	DataLayout::NHWC)
				833
Aron Virginas-Tar	8204694	2019-09-09 15:18:29 +0100	[diff] [blame]	834	// Abs
				835	ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
				836	ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
				837
				838	ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
				839
Kevin May	b6482f3	2019-09-11 12:31:38 +0100	[diff] [blame]	840	ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
				841	ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
				842
				843	ARMNN_AUTO_TEST_CASE(AbsZeroFloat16, AbsZeroTest<DataType::Float16>)
				844
Matteo Martincigh	db16dd3	2019-08-27 16:41:11 +0100	[diff] [blame]	845	#if defined(ARMNNREF_ENABLED)
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	846
				847	// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
				848	// if the reference backend is not built
				849
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	850	// ============================================================================
				851	// COMPARE tests
				852
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	853	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
				854	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
				855	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
				856
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	857	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
				858
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	859	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	860	CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	861	DataLayout::NCHW)
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	862	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	863	CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	864	DataLayout::NCHW)
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	865
				866	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	867	CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	868	DataLayout::NHWC)
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	869	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	870	CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	871	DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	872
				873	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	874	NormalizationAlgorithmChannel::Within,
				875	NormalizationAlgorithmMethod::LocalBrightness)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	876	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	877	NormalizationAlgorithmChannel::Across,
				878	NormalizationAlgorithmMethod::LocalBrightness)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	879
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	880	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	881
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	882	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Average)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	883	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	884	PoolingAlgorithm::Average)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	885
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	886	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	887
				888	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
				889
				890	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
				891
				892	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
				893
				894	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
				895	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
				896
				897	// ============================================================================
				898	// FIXTURE tests
				899
				900	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	901	CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	902
				903	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	904	CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	905
				906	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	907	CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	908
				909	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	910	CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	911
				912	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	913	CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	914	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	915	CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	916
				917	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	918	CompareActivationTest, ActivationFunction::SoftReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	919
				920	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	921	CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	922
				923	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	924	CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	925
				926	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	927	CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	928
				929	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	930	CompareActivationTest, ActivationFunction::Square, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	931
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	932	#endif
				933
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	934	BOOST_AUTO_TEST_SUITE_END()