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/*
* Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include <locoex/Service/COpTypeInference.h>
#include <locoex/COpCall.h>
#include <locoex/COpDialect.h>
#include <loco/IR/CanonicalDialect.h>
#include <loco/Service/TypeInference.h>
#include <gtest/gtest.h>
TEST(TypeInferenceRuleTest, COpTypeInference)
{
// Create a simple Relu6 network
auto g = loco::make_graph();
auto pull_node = g->nodes()->create<loco::Pull>();
pull_node->dtype(loco::DataType::FLOAT32);
auto call_node = g->nodes()->create<locoex::COpCall>(1);
call_node->input(0, pull_node);
call_node->dtype(loco::DataType::FLOAT32);
auto push_node = g->nodes()->create<loco::Push>();
push_node->from(call_node);
auto graph_input = g->inputs()->create();
graph_input->name("input");
loco::link(graph_input, pull_node);
auto graph_output = g->outputs()->create();
graph_output->name("output");
loco::link(graph_output, push_node);
// Run Type Inference
locoex::COpTypeInferenceRule cop_rule;
loco::CanonicalTypeInferenceRule canon_rule;
loco::MultiDialectTypeInferenceRule rules;
rules.bind(locoex::COpDialect::get(), &cop_rule).bind(loco::CanonicalDialect::get(), &canon_rule);
loco::apply(&rules).to(g.get());
// Verify!
ASSERT_TRUE(loco::dtype_known(call_node));
ASSERT_EQ(loco::dtype_get(call_node), loco::DataType::FLOAT32);
}
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