diff options
Diffstat (limited to 'src/armnnTfLiteParser/test/Conv2D.cpp')
| -rw-r--r-- | src/armnnTfLiteParser/test/Conv2D.cpp | 290 |
1 files changed, 290 insertions, 0 deletions
diff --git a/src/armnnTfLiteParser/test/Conv2D.cpp b/src/armnnTfLiteParser/test/Conv2D.cpp index 8ef827ce7f..a480a4ec3d 100644 --- a/src/armnnTfLiteParser/test/Conv2D.cpp +++ b/src/armnnTfLiteParser/test/Conv2D.cpp @@ -374,4 +374,294 @@ BOOST_FIXTURE_TEST_CASE( ParseConv2DAndRelu6WithBias, Relu6Conv2DWithBiasesFixtu }); } + +struct PerChannelConv2DFixture : public ParserFlatbuffersFixture +{ + explicit PerChannelConv2DFixture() + { + m_JsonString = R"( + { + "version": 3, + "operator_codes": [ + { + "builtin_code": "CONV_2D", + "version": 3 + } + ], + "subgraphs": [ + { + "tensors": [ + { + "shape": [ + 1, + 4, + 4, + 2 + ], + "type": "INT8", + "buffer": 1, + "name": "input", + "quantization": { + "min": [ + -50.0 + ], + "max": [ + 49.0 + ], + "scale": [ + 0.388235 + ], + "zero_point": [ + 1 + ], + "details_type": "NONE", + "quantized_dimension": 0 + }, + "is_variable": false + }, + { + "shape": [ + 4 + ], + "type": "INT32", + "buffer": 2, + "name": "model/conv2d/Conv2D", + "quantization": { + "scale": [ + 0.001523, + 0.001197, + 0.001517, + 0.001364 + ], + "zero_point": [ + 0, + 0, + 0, + 0 + ], + "details_type": "NONE", + "quantized_dimension": 0 + }, + "is_variable": false + }, + { + "shape": [ + 4, + 2, + 2, + 2 + ], + "type": "INT8", + "buffer": 3, + "name": "model/conv2d/Conv2D1", + "quantization": { + "min": [ + -0.498056, + -0.362561, + -0.307959, + -0.207799 + ], + "max": [ + 0.339136, + 0.391629, + 0.496193, + 0.446191 + ], + "scale": [ + 0.003922, + 0.003084, + 0.003907, + 0.003513 + ], + "zero_point": [ + 0, + 0, + 0, + 0 + ], + "details_type": "NONE", + "quantized_dimension": 0 + }, + "is_variable": false + }, + { + "shape": [ + 1, + 4, + 4, + 4 + ], + "type": "INT8", + "buffer": 4, + "name": "Identity", + "quantization": { + "min": [ + -66.578751 + ], + "max": [ + 70.137619 + ], + "scale": [ + 0.536143 + ], + "zero_point": [ + -4 + ], + "details_type": "NONE", + "quantized_dimension": 0 + }, + "is_variable": false + } + ], + "inputs": [ + 0 + ], + "outputs": [ + 3 + ], + "operators": [ + { + "opcode_index": 0, + "inputs": [ + 0, + 2, + 1 + ], + "outputs": [ + 3 + ], + "builtin_options_type": "Conv2DOptions", + "builtin_options": { + "padding": "SAME", + "stride_w": 1, + "stride_h": 1, + "fused_activation_function": "NONE", + "dilation_w_factor": 1, + "dilation_h_factor": 1 + }, + "custom_options_format": "FLEXBUFFERS" + } + ], + "name": "main" + } + ], + "description": "MLIR Converted.", + "buffers": [ + { + }, + { + }, + { + "data": [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, + { + "data": [ + 157, + 201, + 86, + 129, + 17, + 33, + 209, + 13, + 76, + 249, + 127, + 138, + 35, + 18, + 250, + 233, + 15, + 205, + 98, + 127, + 68, + 196, + 246, + 177, + 65, + 197, + 230, + 246, + 127, + 66, + 212, + 30 + ] + }, + { + }, + { + "data": [ + 49, + 46, + 53, + 46, + 48, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + } + ], + "metadata": [ + { + "name": "min_runtime_version", + "buffer": 5 + } + ] + } + )"; + SetupSingleInputSingleOutput("input", "Identity"); + } +}; + +BOOST_FIXTURE_TEST_CASE( ParsePerChannelConv2D, PerChannelConv2DFixture ) +{ + RunTest<4, armnn::DataType::QAsymmS8>( + 0, + { + -11, 40,-26, 11,-28, 8, 0, -8, + -10, 34, 47, 0,-33,-14, 28, 35, + 6,-28,-26, 8, 13, 33,-31,-41, + 31,-20,-31,-16, 8,-18,-44, 0 + }, + { + -21,-17,-23,-14, -1,-14, 1, 9, + 1,-12,-22,-23, 2, -1, -3, 12, + 7, 6, 8,-13,-21, -6,-31, 0, + 9, -6, 24, 0,-22, -4, -7,-22, + -7, -9, 9, 11,-11,-16, 9,-27, + -1, 0,-26, 0, 9,-12, -8,-18, + -11, -3,-15, 7, 16, -2, -8, -7, + -14,-15,-14, 3, 9,-12, -6,-11 + }); +} + BOOST_AUTO_TEST_SUITE_END() |