IVGCVSW-7400 POW IVGCVSW-7278 SQUARED_DIFFERENCE.
* Added 2 new operators as ElementWiseBinary ops
* Ref End to End and unit tests
* Serialize and Deserialize tests
* Delegate and Opaque Delegate tests
* TfLite Parser tests
Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com>
Change-Id: I537158127f602f0c41ca0402aa31655cd3bd4281
diff --git a/src/armnnTfLiteParser/test/Power.cpp b/src/armnnTfLiteParser/test/Power.cpp
new file mode 100644
index 0000000..f8b354a
--- /dev/null
+++ b/src/armnnTfLiteParser/test/Power.cpp
@@ -0,0 +1,101 @@
+//
+// Copyright © 2023 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ParserFlatbuffersFixture.hpp"
+
+#include <doctest/doctest.h>
+
+
+TEST_SUITE("TensorflowLiteParser_Power")
+{
+ struct PowerFixture : public ParserFlatbuffersFixture
+ {
+ explicit PowerFixture(const std::string & inputShape1,
+ const std::string & inputShape2,
+ const std::string & outputShape,
+ const std::string & activation="NONE")
+ {
+ m_JsonString = R"(
+ {
+ "version": 3,
+ "operator_codes": [ { "builtin_code": "POW" } ],
+ "subgraphs": [ {
+ "tensors": [
+ {
+ "shape": )" + inputShape1 + R"(,
+ "type": "UINT8",
+ "buffer": 0,
+ "name": "inputTensor1",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + inputShape2 + R"(,
+ "type": "UINT8",
+ "buffer": 1,
+ "name": "inputTensor2",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + outputShape + R"( ,
+ "type": "UINT8",
+ "buffer": 2,
+ "name": "outputTensor",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ }
+ ],
+ "inputs": [ 0, 1 ],
+ "outputs": [ 2 ],
+ "operators": [
+ {
+ "opcode_index": 0,
+ "inputs": [ 0, 1 ],
+ "outputs": [ 2 ],
+ "custom_options_format": "FLEXBUFFERS"
+ }
+ ],
+ } ],
+ "buffers" : [
+ { },
+ { }
+ ]
+ }
+ )";
+ Setup();
+ }
+ };
+
+
+ struct SimplePowerFixture : PowerFixture
+ {
+ SimplePowerFixture() : PowerFixture("[ 2, 2 ]",
+ "[ 2, 2 ]",
+ "[ 2, 2 ]") {}
+ };
+
+ TEST_CASE_FIXTURE(SimplePowerFixture, "SimplePower")
+ {
+ RunTest<2, armnn::DataType::QAsymmU8>(
+ 0,
+ {{"inputTensor1", { 0, 1, 2, 3 }},
+ {"inputTensor2", { 4, 5, 6, 3 }}},
+ {{"outputTensor", { 0, 1, 64, 27 }}});
+ }
+
+}
\ No newline at end of file
diff --git a/src/armnnTfLiteParser/test/SquaredDifference.cpp b/src/armnnTfLiteParser/test/SquaredDifference.cpp
new file mode 100644
index 0000000..97b4d3f
--- /dev/null
+++ b/src/armnnTfLiteParser/test/SquaredDifference.cpp
@@ -0,0 +1,101 @@
+//
+// Copyright © 2023 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ParserFlatbuffersFixture.hpp"
+
+#include <doctest/doctest.h>
+
+
+TEST_SUITE("TensorflowLiteParser_SquaredDifference")
+{
+ struct SquaredDifferenceFixture : public ParserFlatbuffersFixture
+ {
+ explicit SquaredDifferenceFixture(const std::string & inputShape1,
+ const std::string & inputShape2,
+ const std::string & outputShape,
+ const std::string & activation="NONE")
+ {
+ m_JsonString = R"(
+ {
+ "version": 3,
+ "operator_codes": [ { "builtin_code": "SQUARED_DIFFERENCE" } ],
+ "subgraphs": [ {
+ "tensors": [
+ {
+ "shape": )" + inputShape1 + R"(,
+ "type": "UINT8",
+ "buffer": 0,
+ "name": "inputTensor1",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + inputShape2 + R"(,
+ "type": "UINT8",
+ "buffer": 1,
+ "name": "inputTensor2",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ },
+ {
+ "shape": )" + outputShape + R"( ,
+ "type": "UINT8",
+ "buffer": 2,
+ "name": "outputTensor",
+ "quantization": {
+ "min": [ 0.0 ],
+ "max": [ 255.0 ],
+ "scale": [ 1.0 ],
+ "zero_point": [ 0 ],
+ }
+ }
+ ],
+ "inputs": [ 0, 1 ],
+ "outputs": [ 2 ],
+ "operators": [
+ {
+ "opcode_index": 0,
+ "inputs": [ 0, 1 ],
+ "outputs": [ 2 ],
+ "custom_options_format": "FLEXBUFFERS"
+ }
+ ],
+ } ],
+ "buffers" : [
+ { },
+ { }
+ ]
+ }
+ )";
+ Setup();
+ }
+ };
+
+
+ struct SimpleSquaredDifferenceFixture : SquaredDifferenceFixture
+ {
+ SimpleSquaredDifferenceFixture() : SquaredDifferenceFixture("[ 2, 2 ]",
+ "[ 2, 2 ]",
+ "[ 2, 2 ]") {}
+ };
+
+ TEST_CASE_FIXTURE(SimpleSquaredDifferenceFixture, "SimpleSquaredDifference")
+ {
+ RunTest<2, armnn::DataType::QAsymmU8>(
+ 0,
+ {{"inputTensor1", { 4, 1, 8, 9 }},
+ {"inputTensor2", { 0, 5, 6, 3 }}},
+ {{"outputTensor", { 16, 16, 4, 36 }}});
+ }
+
+}
\ No newline at end of file