5cbd3f29e3
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270 lines
9.3 KiB
C++
270 lines
9.3 KiB
C++
// Copyright (c) ONNX Project Contributors
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//
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// SPDX-License-Identifier: Apache-2.0
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#include "gtest/gtest.h"
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#include "onnx/defs/operator_sets.h"
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#include "onnx/defs/schema.h"
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namespace ONNX_NAMESPACE {
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namespace Test {
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TEST(SchemaRegistrationTest, DisabledOnnxStaticRegistrationAPICall) {
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#ifdef __ONNX_DISABLE_STATIC_REGISTRATION
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EXPECT_TRUE(IsOnnxStaticRegistrationDisabled());
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#else
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EXPECT_FALSE(IsOnnxStaticRegistrationDisabled());
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#endif
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}
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// Schema of all versions are registered by default
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// Further schema manipulation expects to be error-free
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TEST(SchemaRegistrationTest, RegisterAllByDefaultAndManipulateSchema) {
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#ifndef __ONNX_DISABLE_STATIC_REGISTRATION
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// Expects all opset registered by default
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 0);
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// Should find schema for all versions
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 1));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 6));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 7));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 13));
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// Clear all opset schema registration
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DeregisterOnnxOperatorSetSchema();
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// Should not find any opset
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EXPECT_EQ(nullptr, OpSchemaRegistry::Schema("Add"));
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// Register all opset versions
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RegisterOnnxOperatorSetSchema();
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// Should find all opset
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add"));
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#endif
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}
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// By default ONNX registers all opset versions and selective schema loading cannot be tested
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// So these tests are run only when static registration is disabled
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TEST(SchemaRegistrationTest, RegisterAndDeregisterAllOpsetSchemaVersion) {
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#ifdef __ONNX_DISABLE_STATIC_REGISTRATION
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// Clear all opset schema registration
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DeregisterOnnxOperatorSetSchema();
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), -1);
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// Should not find schema for any op
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EXPECT_EQ(nullptr, OpSchemaRegistry::Schema("Acos"));
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EXPECT_EQ(nullptr, OpSchemaRegistry::Schema("Add"));
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EXPECT_EQ(nullptr, OpSchemaRegistry::Schema("Trilu"));
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// Register all opset versions
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RegisterOnnxOperatorSetSchema(0);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 0);
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// Should find schema for all ops. Available versions are:
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// Acos-7
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// Add-1,6,7,13,14
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// Trilu-14
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auto schema = OpSchemaRegistry::Schema("Acos", 7);
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EXPECT_NE(nullptr, schema);
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EXPECT_EQ(schema->SinceVersion(), 7);
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schema = OpSchemaRegistry::Schema("Add", 14);
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EXPECT_NE(nullptr, schema);
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EXPECT_EQ(schema->SinceVersion(), 14);
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schema = OpSchemaRegistry::Schema("Trilu");
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EXPECT_NE(nullptr, schema);
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EXPECT_EQ(schema->SinceVersion(), 14);
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 1));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 6));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 7));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 13));
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// Clear all opset schema registration
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DeregisterOnnxOperatorSetSchema();
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), -1);
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// Should not find schema for any op
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EXPECT_EQ(nullptr, OpSchemaRegistry::Schema("Acos"));
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EXPECT_EQ(nullptr, OpSchemaRegistry::Schema("Add"));
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EXPECT_EQ(nullptr, OpSchemaRegistry::Schema("Trilu"));
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#endif
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}
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TEST(SchemaRegistrationTest, RegisterSpecifiedOpsetSchemaVersion) {
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#ifdef __ONNX_DISABLE_STATIC_REGISTRATION
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DeregisterOnnxOperatorSetSchema();
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), -1);
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RegisterOnnxOperatorSetSchema(13);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 13);
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auto opSchema = OpSchemaRegistry::Schema("Add");
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 13);
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// Should not find opset 12
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opSchema = OpSchemaRegistry::Schema("Add", 12);
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EXPECT_EQ(nullptr, opSchema);
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// Should not find opset 14
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opSchema = OpSchemaRegistry::Schema("Trilu");
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EXPECT_EQ(nullptr, opSchema);
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// Acos-7 is the latest Acos before specified 13
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opSchema = OpSchemaRegistry::Schema("Acos", 13);
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 7);
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#endif
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}
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// Register opset-11, then opset-14
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// Expects Reg(11, 14) == Reg(11) U Reg(14)
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TEST(SchemaRegistrationTest, RegisterMultipleOpsetSchemaVersions_UpgradeVersion) {
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#ifdef __ONNX_DISABLE_STATIC_REGISTRATION
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DeregisterOnnxOperatorSetSchema();
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), -1);
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// Register opset 11
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RegisterOnnxOperatorSetSchema(11);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 11);
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// Register opset 14
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// Do not fail on duplicate schema registration request
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RegisterOnnxOperatorSetSchema(14, false);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 14);
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// Acos-7 is the latest before/at opset 11 and 14
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auto opSchema = OpSchemaRegistry::Schema("Acos");
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 7);
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// Add-7 is the latest before/at opset 11
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// Add-14 is the latest before/at opset 14
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// Should find both Add-7,14
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 7));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 14));
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// Should find the max version 14
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opSchema = OpSchemaRegistry::Schema("Add");
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 14);
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// Should find Add-7 as the max version <=13
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opSchema = OpSchemaRegistry::Schema("Add", 13);
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 7);
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// Should find opset 14
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opSchema = OpSchemaRegistry::Schema("Trilu");
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 14);
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#endif
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}
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// Register opset-14, then opset-11
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// Expects Reg(14, 11) == Reg(11) U Reg(14)
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TEST(SchemaRegistrationTest, RegisterMultipleOpsetSchemaVersions_DowngradeVersion) {
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#ifdef __ONNX_DISABLE_STATIC_REGISTRATION
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DeregisterOnnxOperatorSetSchema();
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), -1);
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// Register opset 14
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RegisterOnnxOperatorSetSchema(14);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 14);
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// Register opset 11
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// Do not fail on duplicate schema registration request
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RegisterOnnxOperatorSetSchema(11, false);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 11);
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// Acos-7 is the latest before/at opset 11 and 14
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auto opSchema = OpSchemaRegistry::Schema("Acos");
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 7);
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// Add-7 is the latest before/at opset 11
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// Add-14 is the latest before/at opset 14
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// Should find both Add-7,14
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 7));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 14));
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// Should find the max version 14
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opSchema = OpSchemaRegistry::Schema("Add");
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 14);
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// Should find Add-7 as the max version <=13
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opSchema = OpSchemaRegistry::Schema("Add", 13);
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 7);
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// Should find opset 14
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opSchema = OpSchemaRegistry::Schema("Trilu");
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EXPECT_NE(nullptr, opSchema);
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EXPECT_EQ(opSchema->SinceVersion(), 14);
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#endif
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}
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// Register opset-11, then all versions
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// Expects no error
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TEST(SchemaRegistrationTest, RegisterSpecificThenAllVersion) {
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#ifdef __ONNX_DISABLE_STATIC_REGISTRATION
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DeregisterOnnxOperatorSetSchema();
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), -1);
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// Register opset 11
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RegisterOnnxOperatorSetSchema(11);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 11);
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// Register all opset versions
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// Do not fail on duplicate schema registration request
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RegisterOnnxOperatorSetSchema(0, false);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 0);
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// Should find schema for all ops
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Acos"));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add"));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Trilu"));
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// Should find schema for all versions
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 1));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 6));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 7));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 13));
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#endif
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}
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// Register all versions, then opset 11
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// Expects no error
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TEST(SchemaRegistrationTest, RegisterAllThenSpecificVersion) {
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#ifdef __ONNX_DISABLE_STATIC_REGISTRATION
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DeregisterOnnxOperatorSetSchema();
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), -1);
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// Register all opset versions
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RegisterOnnxOperatorSetSchema(0);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 0);
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// Register opset 11
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// Do not fail on duplicate schema registration request
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RegisterOnnxOperatorSetSchema(11, false);
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EXPECT_EQ(OpSchemaRegistry::Instance()->GetLoadedSchemaVersion(), 11);
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// Should find schema for all ops
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Acos"));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add"));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Trilu"));
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// Should find schema for all versions
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 1));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 6));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 7));
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EXPECT_NE(nullptr, OpSchemaRegistry::Schema("Add", 13));
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#endif
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}
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} // namespace Test
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} // namespace ONNX_NAMESPACE
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