IVGCVSW-5424 TFLite parser not parsing new TransposeConv
* Added support for bias vector in TransposeConv to TfLite parser
* Added UnitTest
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I6483986a9da9216084b4b885b7fd980fc3580fa9
diff --git a/src/armnnTfLiteParser/test/TransposeConv.cpp b/src/armnnTfLiteParser/test/TransposeConv.cpp
index 084a286..94e4243 100644
--- a/src/armnnTfLiteParser/test/TransposeConv.cpp
+++ b/src/armnnTfLiteParser/test/TransposeConv.cpp
@@ -131,4 +131,143 @@
});
}
+struct TransposeConvFixtureWithBias : public ParserFlatbuffersFixture
+{
+ explicit TransposeConvFixtureWithBias(const std::string& inputShape,
+ const std::string& outputShape,
+ const std::string& filterShape,
+ const std::string& filterData,
+ const std::string& strideX,
+ const std::string& strideY,
+ const std::string& dataType,
+ const std::string& biasShape,
+ const std::string& biasData)
+ {
+ m_JsonString = R"(
+ {
+ "version": 3,
+ "operator_codes": [ { "builtin_code": "TRANSPOSE_CONV" } ],
+ "subgraphs": [ {
+ "tensors": [
+ {
+ "shape": [ 4 ],
+ "type": "UINT8",
+ "buffer": 0,
+ "name": "outputShapeTensor",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + filterShape + R"(,
+ "type": ")" + dataType + R"(",
+ "buffer": 1,
+ "name": "filterTensor",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + inputShape + R"(,
+ "type": ")" + dataType + R"(",
+ "buffer": 2,
+ "name": "inputTensor",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + biasShape + R"( ,
+ "type": "INT32",
+ "buffer": 3,
+ "name": "biasTensor",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + outputShape + R"(,
+ "type": ")" + dataType + R"(",
+ "buffer": 4,
+ "name": "outputTensor",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ }
+ ],
+ "inputs": [ 2 ],
+ "outputs": [ 4 ],
+ "operators": [
+ {
+ "opcode_index": 0,
+ "inputs": [ 0, 1, 2, 3],
+ "outputs": [ 4 ],
+ "builtin_options_type": "TransposeConvOptions",
+ "builtin_options": {
+ "padding": "VALID",
+ "stride_w": )" + strideX + R"(,
+ "stride_h": )" + strideY + R"(
+ },
+ "custom_options_format": "FLEXBUFFERS"
+ }
+ ],
+ } ],
+ "buffers" : [
+ { "data": )" + outputShape + R"( },
+ { "data": )" + filterData + R"( },
+ { },
+ { "data": )" + biasData + R"( },
+ { }
+ ]
+ }
+ )";
+ SetupSingleInputSingleOutput("inputTensor", "outputTensor");
+ }
+};
+
+struct SimpleTransposeConvFixtureWithBias : TransposeConvFixtureWithBias
+{
+ SimpleTransposeConvFixtureWithBias()
+ : TransposeConvFixtureWithBias("[ 1, 2, 2, 1 ]", // inputShape
+ "[ 1, 3, 3, 1 ]", // outputShape
+ "[ 1, 2, 2, 1 ]", // filterShape
+ "[ 0, 1, 2, 4 ]", // filterData
+ "1", // strideX
+ "1", // strideY
+ "UINT8", // dataType
+ "[ 1 ]", // bias shape
+ "[ 10, 0, 0, 0 ]") // bias data
+ {}
+};
+
+BOOST_FIXTURE_TEST_CASE( ParseSimpleTransposeConvWithBias, SimpleTransposeConvFixtureWithBias )
+{
+ RunTest<4, armnn::DataType::QAsymmU8>(
+ 0,
+ {
+ 1, 2,
+ 3, 4
+ },
+ {
+ 10, 11, 12,
+ 12, 21, 22,
+ 16, 30, 26
+ });
+}
+
BOOST_AUTO_TEST_SUITE_END()