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authorMike Kelly <mike.kelly@arm.com>2021-04-06 12:25:55 +0100
committerMatthew Sloyan <matthew.sloyan@arm.com>2021-04-09 12:38:48 +0100
commit1f140f7226c4ed7bc5cbaf2ce09654eee452f4bf (patch)
tree044d491d429b6da4d85530afd4ea2a310cdbb827 /src/armnnDeserializer
parent7c67fabc86b6647855beebac9f6cfe92341357cb (diff)
downloadarmnn-1f140f7226c4ed7bc5cbaf2ce09654eee452f4bf.tar.gz
MLCE-328 Serializer/Deserializer does not support Signed64
* Added support for Signed64 to flatbuffer's schema & updated source tree * Added support for Signed64 to TFLite Delegate * Added support for Signed64 to Serializer * Added support for Signed64 to Deserializer * Added unit test for ArgMinMax to Deserializer * Deprecated m_Output_Type from the ArgMinMaxDescriptor: the output type is solely determined by the DataType of the output Tensor * Fixed issue where RefArgMinMaxWorkload could output data using the wrong DataType * Added Signed64 to RefLayerSupport::IsArgMinMaxSupported as a supported type Signed-off-by: Mike Kelly <mike.kelly@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib622c052a1f8aa3e658262f8bde5a6881a8cbe10
Diffstat (limited to 'src/armnnDeserializer')
-rw-r--r--src/armnnDeserializer/Deserializer.cpp3
-rw-r--r--src/armnnDeserializer/test/DeserializeArgMinMax.cpp134
2 files changed, 137 insertions, 0 deletions
diff --git a/src/armnnDeserializer/Deserializer.cpp b/src/armnnDeserializer/Deserializer.cpp
index 9f68e71175..89a42b60aa 100644
--- a/src/armnnDeserializer/Deserializer.cpp
+++ b/src/armnnDeserializer/Deserializer.cpp
@@ -589,6 +589,9 @@ armnn::TensorInfo ToTensorInfo(TensorRawPtr tensorPtr)
case DataType_Signed32:
type = armnn::DataType::Signed32;
break;
+ case DataType_Signed64:
+ type = armnn::DataType::Signed64;
+ break;
case DataType_Float32:
type = armnn::DataType::Float32;
break;
diff --git a/src/armnnDeserializer/test/DeserializeArgMinMax.cpp b/src/armnnDeserializer/test/DeserializeArgMinMax.cpp
new file mode 100644
index 0000000000..6358b538dc
--- /dev/null
+++ b/src/armnnDeserializer/test/DeserializeArgMinMax.cpp
@@ -0,0 +1,134 @@
+//
+// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include <boost/test/unit_test.hpp>
+#include "ParserFlatbuffersSerializeFixture.hpp"
+#include "../Deserializer.hpp"
+
+#include <string>
+#include <iostream>
+
+BOOST_AUTO_TEST_SUITE(DeserializeParser)
+
+struct ArgMinMaxFixture : public ParserFlatbuffersSerializeFixture
+{
+ explicit ArgMinMaxFixture(const std::string& inputShape,
+ const std::string& outputShape,
+ const std::string& axis,
+ const std::string& argMinMaxFunction)
+ {
+ m_JsonString = R"(
+ {
+ layers: [
+ {
+ layer_type: "InputLayer",
+ layer: {
+ base: {
+ base: {
+ layerName: "InputLayer",
+ layerType: "Input",
+ inputSlots: [
+
+ ],
+ outputSlots: [
+ {
+ tensorInfo: {
+ dimensions: )" + inputShape + R"(,
+ dataType: "Float32",
+ quantizationScale: 0.0
+ }
+ }
+ ]
+ }
+ }
+ }
+ },
+ {
+ layer_type: "ArgMinMaxLayer",
+ layer: {
+ base: {
+ index: 1,
+ layerName: "ArgMinMaxLayer",
+ layerType: "ArgMinMax",
+ inputSlots: [
+ {
+ connection: {
+ sourceLayerIndex: 0,
+ outputSlotIndex: 0
+ }
+ }
+ ],
+ outputSlots: [
+ {
+ tensorInfo: {
+ dimensions: )" + outputShape + R"(,
+ dataType: "Signed64",
+ quantizationScale: 0.0
+ }
+ }
+ ]
+ },
+ descriptor: {
+ axis: )" + axis + R"(,
+ argMinMaxFunction: )" + argMinMaxFunction + R"(
+ }
+ }
+ },
+ {
+ layer_type: "OutputLayer",
+ layer: {
+ base: {
+ base: {
+ index: 2,
+ layerName: "OutputLayer",
+ layerType: "Output",
+ inputSlots: [
+ {
+ connection: {
+ sourceLayerIndex: 1,
+ outputSlotIndex: 0
+ }
+ }
+ ],
+ outputSlots: [
+
+ ]
+ }
+ }
+ }
+ }
+ ],
+ inputIds: [
+ 0
+ ],
+ outputIds: [
+ 0
+ ],
+ featureVersions: {
+ bindingIdsScheme: 1
+ }
+ }
+ )";
+ Setup();
+ }
+};
+
+struct SimpleArgMinMaxFixture : public ArgMinMaxFixture
+{
+ SimpleArgMinMaxFixture() : ArgMinMaxFixture("[ 1, 1, 1, 5 ]",
+ "[ 1, 1, 1 ]",
+ "-1",
+ "Max") {}
+};
+
+BOOST_FIXTURE_TEST_CASE(ArgMinMax, SimpleArgMinMaxFixture)
+{
+ RunTest<3, armnn::DataType::Float32, armnn::DataType::Signed64>(
+ 0,
+ {{"InputLayer", { 6.0f, 2.0f, 8.0f, 10.0f, 9.0f}}},
+ {{"OutputLayer",{ 3l }}});
+}
+
+BOOST_AUTO_TEST_SUITE_END()