#include #include #include #include #include #include namespace torch { namespace lazy { class TestLeafNode : public Node { public: explicit TestLeafNode(size_t param) : Node(OpKind(), /* num_outputs */ 1, /* hash_func */[&](bool /*bakeInSizes*/) -> hash_t { return Hash(param); }), param_(param) {} ~TestLeafNode() override = default; const std::vector& operands() const override { TORCH_INTERNAL_ASSERT(false, "Can't access operands of leaf node"); } const Output& operand(size_t i) const override { TORCH_INTERNAL_ASSERT(false, "Can't access operand[i] of leaf node"); } private: size_t param_; }; TEST(IrTest, BasicTest) { NodePtr node1 = MakeNode(1); NodePtr node2 = MakeNode(2); EXPECT_NE(node1->hash(), node2->hash()); EXPECT_EQ(node1->num_outputs(), 1); const TestLeafNode* leafptr = NodeCast(node1.get(), OpKind()); EXPECT_TRUE(leafptr != nullptr); } TEST(IrTest, MetaDataTest) { bool restore_FLAGS_torch_lazy_ir_debug = FLAGS_torch_lazy_ir_debug; FLAGS_torch_lazy_ir_debug = false; NodePtr node = MakeNode(1); auto metaWithoutDebug = node->metadata(); EXPECT_EQ(metaWithoutDebug.scope.size(), 0); EXPECT_EQ(metaWithoutDebug.frame_info.size(), 0); FLAGS_torch_lazy_ir_debug = true; node = MakeNode(1); auto metaWithEmptyDebug = node->metadata(); EXPECT_EQ(metaWithEmptyDebug.scope.size(), 0); EXPECT_EQ(metaWithEmptyDebug.frame_info.size(), 0); { ScopePusher scope("TestScope"); node = MakeNode(1); auto metaWithScope = node->metadata(); EXPECT_EQ(metaWithScope.scope, "TestScope.1"); EXPECT_EQ(metaWithScope.frame_info.size(), 0); } SourceLocation dummySourceLocation; dummySourceLocation.file = "file"; dummySourceLocation.function = "function"; dummySourceLocation.line = 10; RegisterGetFrameInfo( [&]() -> std::vector { return {dummySourceLocation}; }); node = MakeNode(1); auto metaWithSourceLoc = node->metadata(); EXPECT_EQ(metaWithSourceLoc.scope.size(), 0); EXPECT_EQ(metaWithSourceLoc.frame_info.size(), 1); EXPECT_EQ(metaWithSourceLoc.frame_info[0].file, "file"); EXPECT_EQ(metaWithSourceLoc.frame_info[0].function, "function"); EXPECT_EQ(metaWithSourceLoc.frame_info[0].line, 10); FLAGS_torch_lazy_ir_debug = restore_FLAGS_torch_lazy_ir_debug; } TEST(IrTest, TsNode) { NodePtr node1 = MakeNode( OpKind(at::aten::view), Shape(), /*num_outputs*/ 1, /*hash_seed*/ kHashSeed); NodePtr node2 = MakeNode( OpKind(at::aten::view), Shape(), /*num_outputs*/ 1, /*hash_seed*/ kHashSeed); EXPECT_EQ(node1->hash(), node2->hash()); EXPECT_EQ(node1->num_outputs(), 1); const TsNode* leafptr = NodeCast(node1.get(), OpKind(at::aten::view)); EXPECT_TRUE(leafptr != nullptr); } } // namespace lazy } // namespace torch