// Copyright 2022 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #include #include #include #include #include #include #include #include #include #include "subgraph-binary-tester.h" #include using Divide2TestF32 = BinaryTest; TEST_F(Divide2TestF32, define) { ASSERT_EQ(xnn_status_success, xnn_initialize(/*allocator=*/nullptr)); xnn_subgraph_t subgraph = nullptr; ASSERT_EQ(xnn_status_success, xnn_create_subgraph(3, /*flags=*/0, &subgraph)); std::unique_ptr auto_subgraph(subgraph, xnn_delete_subgraph); std::vector dims = RandomShape(); uint32_t input1_id = XNN_INVALID_NODE_ID; ASSERT_EQ( xnn_status_success, xnn_define_tensor_value( subgraph, xnn_datatype_fp32, dims.size(), dims.data(), nullptr, /*external_id=*/0, /*flags=*/0, &input1_id)); ASSERT_NE(input1_id, XNN_INVALID_NODE_ID); uint32_t input2_id = XNN_INVALID_NODE_ID; ASSERT_EQ( xnn_status_success, xnn_define_tensor_value( subgraph, xnn_datatype_fp32, dims.size(), dims.data(), nullptr, /*external_id=*/0, /*flags=*/0, &input2_id)); ASSERT_NE(input2_id, XNN_INVALID_NODE_ID); uint32_t output_id = XNN_INVALID_NODE_ID; ASSERT_EQ( xnn_status_success, xnn_define_tensor_value( subgraph, xnn_datatype_fp32, dims.size(), dims.data(), nullptr, XNN_INVALID_VALUE_ID, /*flags=*/0, &output_id)); ASSERT_NE(output_id, XNN_INVALID_NODE_ID); ASSERT_EQ( xnn_status_success, xnn_define_divide(subgraph, output_min, output_max, input1_id, input2_id, output_id, /*flags=*/0)); ASSERT_EQ(subgraph->num_nodes, 1); const struct xnn_node* node = &subgraph->nodes[0]; ASSERT_EQ(node->type, xnn_node_type_divide); ASSERT_EQ(node->compute_type, xnn_compute_type_fp32); ASSERT_EQ(node->activation.output_min, output_min); ASSERT_EQ(node->activation.output_max, output_max); ASSERT_EQ(node->num_inputs, 2); ASSERT_EQ(node->inputs[0], input1_id); ASSERT_EQ(node->inputs[1], input2_id); ASSERT_EQ(node->num_outputs, 1); ASSERT_EQ(node->outputs[0], output_id); ASSERT_EQ(node->flags, 0); } TEST_F(Divide2TestF32, matches_operator_api) { std::generate(input1.begin(), input1.end(), [&]() { return f32dist(rng); }); std::generate(input2.begin(), input2.end(), [&]() { return f32dist(rng); }); std::fill(operator_output.begin(), operator_output.end(), nanf("")); std::fill(subgraph_output.begin(), subgraph_output.end(), nanf("")); ASSERT_EQ(xnn_status_success, xnn_initialize(/*allocator=*/nullptr)); xnn_operator_t op = nullptr; // Call operator API. ASSERT_EQ(xnn_status_success, xnn_create_divide_nd_f32(output_min, output_max, 0, &op)); std::unique_ptr auto_op(op, xnn_delete_operator); ASSERT_EQ( xnn_status_success, xnn_setup_divide_nd_f32( op, input1_dims.size(), input1_dims.data(), input2_dims.size(), input2_dims.data(), input1.data(), input2.data(), operator_output.data(), nullptr /* thread pool */)); ASSERT_EQ(xnn_status_success, xnn_run_operator(op, nullptr /* thread pool */)); // Call subgraph API. xnn_subgraph_t subgraph = nullptr; ASSERT_EQ(xnn_status_success, xnn_create_subgraph(3, /*flags=*/0, &subgraph)); std::unique_ptr auto_subgraph(subgraph, xnn_delete_subgraph); uint32_t input1_id = XNN_INVALID_NODE_ID; ASSERT_EQ( xnn_status_success, xnn_define_tensor_value( subgraph, xnn_datatype_fp32, input1_dims.size(), input1_dims.data(), nullptr, /*external_id=*/0, /*flags=*/XNN_VALUE_FLAG_EXTERNAL_INPUT, &input1_id)); ASSERT_NE(input1_id, XNN_INVALID_NODE_ID); uint32_t input2_id = XNN_INVALID_NODE_ID; ASSERT_EQ( xnn_status_success, xnn_define_tensor_value( subgraph, xnn_datatype_fp32, input2_dims.size(), input2_dims.data(), nullptr, /*external_id=*/1, /*flags=*/XNN_VALUE_FLAG_EXTERNAL_INPUT, &input2_id)); ASSERT_NE(input2_id, XNN_INVALID_NODE_ID); uint32_t output_id = XNN_INVALID_NODE_ID; ASSERT_EQ( xnn_status_success, xnn_define_tensor_value( subgraph, xnn_datatype_fp32, output_dims.size(), output_dims.data(), nullptr, /*external_id=*/2, /*flags=*/XNN_VALUE_FLAG_EXTERNAL_OUTPUT, &output_id)); ASSERT_NE(output_id, XNN_INVALID_NODE_ID); ASSERT_EQ( xnn_status_success, xnn_define_divide(subgraph, output_min, output_max, input1_id, input2_id, output_id, /*flags=*/0)); xnn_runtime_t runtime = nullptr; ASSERT_EQ(xnn_status_success, xnn_create_runtime_v3(subgraph, nullptr, nullptr, /*flags=*/0, &runtime)); ASSERT_NE(nullptr, runtime); std::unique_ptr auto_runtime(runtime, xnn_delete_runtime); std::array external = { xnn_external_value{input1_id, input1.data()}, xnn_external_value{input2_id, input2.data()}, xnn_external_value{output_id, subgraph_output.data()}}; ASSERT_EQ(xnn_status_success, xnn_setup_runtime(runtime, external.size(), external.data())); ASSERT_EQ(xnn_status_success, xnn_invoke_runtime(runtime)); ASSERT_EQ(subgraph_output, operator_output); }