From bbd4061da3094e1eec61fcdb6297f626ff025ba2 Mon Sep 17 00:00:00 2001 From: saoste01 Date: Tue, 28 Aug 2018 15:41:51 +0100 Subject: IVGCVSW-1779: Updating TF Parser to include the RealDiv operator Change-Id: I4b193d9119f5aaf41081335df043352953364c87 --- src/armnnTfParser/test/RealDiv.cpp | 169 +++++++++++++++++++++++++++++++++++++ 1 file changed, 169 insertions(+) create mode 100644 src/armnnTfParser/test/RealDiv.cpp (limited to 'src/armnnTfParser/test/RealDiv.cpp') diff --git a/src/armnnTfParser/test/RealDiv.cpp b/src/armnnTfParser/test/RealDiv.cpp new file mode 100644 index 0000000000..9151cf63ef --- /dev/null +++ b/src/armnnTfParser/test/RealDiv.cpp @@ -0,0 +1,169 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// See LICENSE file in the project root for full license information. +// + +#include +#include "armnnTfParser/ITfParser.hpp" +#include "ParserPrototxtFixture.hpp" + +BOOST_AUTO_TEST_SUITE(TensorflowParser) + +struct DivisionFixture : public armnnUtils::ParserPrototxtFixture +{ + DivisionFixture() + { + m_Prototext = "node { \n" + " name: \"graphInput\" \n" + " op: \"Placeholder\" \n" + " attr { \n" + " key: \"dtype\" \n" + " value { \n" + " type: DT_FLOAT \n" + " } \n" + " } \n" + " attr { \n" + " key: \"shape\" \n" + " value { \n" + " shape { \n" + " } \n" + " } \n" + " } \n" + " } \n" + " node { \n" + " name: \"softmax1\" \n" + " op: \"Softmax\" \n" + " input: \"graphInput\" \n" + " attr { \n" + " key: \"T\" \n" + " value { \n" + " type: DT_FLOAT \n" + " } \n" + " } \n" + " }\n" + " node {\n" + " name: \"softmax2\"\n" + " op : \"Softmax\"\n" + " input: \"graphInput\"\n" + " attr { \n" + " key: \"T\" \n" + " value { \n" + " type: DT_FLOAT \n" + " } \n" + " } \n" + " }\n" + " node {\n" + " name: \"division\"\n" + " op : \"RealDiv\"\n" + " input: \"softmax1\"\n" + " input: \"softmax2\"\n" + " attr { \n" + " key: \"T\" \n" + " value { \n" + " type: DT_FLOAT \n" + " } \n" + " } \n" + " }\n"; + + SetupSingleInputSingleOutput({ 4, 1 }, "graphInput", "division"); + } +}; + +BOOST_FIXTURE_TEST_CASE(ParseDivision, DivisionFixture) +{ + RunTest<2>({ 2, 1.0f, 3, 1 }, { 1, 1.0f, 1, 1}); +} + +struct DivisionBroadcastFixture : public armnnUtils::ParserPrototxtFixture +{ + DivisionBroadcastFixture(const armnn::TensorShape& inputShape0, const armnn::TensorShape& inputShape1) + { + m_Prototext = R"( + node { + name: "input0" + op: "Placeholder" + attr { + key: "dtype" + value { + type: DT_FLOAT + } + } + attr { + key: "shape" + value { + shape { + } + } + } + } + node { + name: "input1" + op: "Placeholder" + attr { + key: "dtype" + value { + type: DT_FLOAT + } + } + attr { + key: "shape" + value { + shape { + } + } + } + } + node { + name: "output" + op: "RealDiv" + input: "input0" + input: "input1" + attr { + key: "T" + value { + type: DT_FLOAT + } + } + } + )"; + + Setup({ { "input0", inputShape0 }, + { "input1", inputShape1 } }, + { "output" }); + } +}; +struct DivisionBroadcastFixture4D1D : public DivisionBroadcastFixture +{ + DivisionBroadcastFixture4D1D() : DivisionBroadcastFixture({ 1, 2, 2, 3 }, { 1 }) {} +}; + +BOOST_FIXTURE_TEST_CASE(ParseDivisionBroadcast4D1D, DivisionBroadcastFixture4D1D) +{ + RunTest<4>({ { "input0", { 0.0f, 100.0f, 2.0f, + 3.0f, 250.0f, 15.0f, + 33.0f, 60.0f, 5.0f, + 35.0f, 10.0f, 55.0f } }, + { "input1", { 5.0f } } }, + { { "output", { 0, 20.0f, 0.4f, + 0.6f, 50.0f, 3.0f, + 6.6f, 12.0f, 1.0f, + 7.0f, 2.0f, 11.0f } } }); +} + +BOOST_FIXTURE_TEST_CASE(ParseDivideByZeroBroadcast4D1D, DivisionBroadcastFixture4D1D) +{ + float Inf = std::numeric_limits::infinity(); + float NaN = std::numeric_limits::quiet_NaN(); + + RunTest<4>({ { "input0", { 0.0f, -100.0f, 2.0f, + 3.0f, -250.0f, 15.0f, + 33.0f, -0, 5.0f, + 35.0f, -10.0f, 55.0f } }, + { "input1", { 0 } } }, + { { "output", { NaN, -Inf, Inf, + Inf, -Inf, Inf, + Inf, NaN, Inf, + Inf, -Inf, Inf } } }); +} + +BOOST_AUTO_TEST_SUITE_END() -- cgit v1.2.1