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Support Clara v3.0 Inference API for py/cpp client (#65)
* Support Clara v3.0 Inference API for py/cpp client * add missing aiaa-inference.cpp * fixed comments Co-authored-by: Sachidanand Alle <[email protected]>
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| /* | ||
| * Copyright (c) 2019, NVIDIA CORPORATION. All rights reserved. | ||
| * | ||
| * Redistribution and use in source and binary forms, with or without | ||
| * modification, are permitted provided that the following conditions | ||
| * are met: | ||
| * * Redistributions of source code must retain the above copyright | ||
| * notice, this list of conditions and the following disclaimer. | ||
| * * Redistributions in binary form must reproduce the above copyright | ||
| * notice, this list of conditions and the following disclaimer in the | ||
| * documentation and/or other materials provided with the distribution. | ||
| * * Neither the name of NVIDIA CORPORATION nor the names of its | ||
| * contributors may be used to endorse or promote products derived | ||
| * from this software without specific prior written permission. | ||
| * | ||
| * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY | ||
| * EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | ||
| * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR | ||
| * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR | ||
| * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, | ||
| * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, | ||
| * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR | ||
| * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY | ||
| * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT | ||
| * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | ||
| * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | ||
| */ | ||
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| #include <nvidia/aiaa/client.h> | ||
| #include <nvidia/aiaa/utils.h> | ||
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| #include "../commonutils.h" | ||
| #include <chrono> | ||
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| int main(int argc, char **argv) { | ||
| if (argc < 2 || cmdOptionExists(argv, argv + argc, "-h")) { | ||
| std::cout << "Usage:: <COMMAND> <OPTIONS>\n" | ||
| " |-h (Help) Print this information |\n" | ||
| " |-server Server URI {default: http://0.0.0.0:5000} |\n" | ||
| " *|-model Model Name [either -label or -model is required] |\n" | ||
| " |-params Input Params (JSON) |\n" | ||
| " *|-image Input Image File |\n" | ||
| " *|-session Session ID |\n" | ||
| " |-output Output Image File |\n" | ||
| " |-timeout Timeout In Seconds {default: 60} |\n" | ||
| " |-ts Print API Latency |\n"; | ||
| return 0; | ||
| } | ||
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| std::string serverUri = getCmdOption(argv, argv + argc, "-server", "http://0.0.0.0:5000"); | ||
| std::string model = getCmdOption(argv, argv + argc, "-model"); | ||
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| std::string params = getCmdOption(argv, argv + argc, "-params"); | ||
| std::string inputImageFile = getCmdOption(argv, argv + argc, "-image"); | ||
| std::string sessionId = getCmdOption(argv, argv + argc, "-session"); | ||
| std::string outputImageFile = getCmdOption(argv, argv + argc, "-output"); | ||
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| int timeout = nvidia::aiaa::Utils::lexical_cast<int>(getCmdOption(argv, argv + argc, "-timeout", "60")); | ||
| bool printTs = cmdOptionExists(argv, argv + argc, "-ts") ? true : false; | ||
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| if (model.empty()) { | ||
| std::cerr << "Model is required\n"; | ||
| return -1; | ||
| } | ||
| if (inputImageFile.empty() && sessionId.empty()) { | ||
| std::cerr << "Input Image file is missing (Either session-id or input image should be provided)\n"; | ||
| return -1; | ||
| } | ||
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| try { | ||
| nvidia::aiaa::Client client(serverUri, timeout); | ||
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| nvidia::aiaa::Model m; | ||
| m = client.model(model); | ||
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| if (m.name.empty()) { | ||
| std::cerr << "Couldn't find a model for name: " << model << "\n"; | ||
| return -1; | ||
| } | ||
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| auto begin = std::chrono::high_resolution_clock::now(); | ||
| std::string resultJson = client.inference(m, params, inputImageFile, outputImageFile, sessionId); | ||
| std::cout << "Result (JSON): " << resultJson << std::endl; | ||
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| auto end = std::chrono::high_resolution_clock::now(); | ||
| auto ms = std::chrono::duration_cast<std::chrono::milliseconds>(end - begin).count(); | ||
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| if (printTs) { | ||
| std::cout << "API Latency (in milli sec): " << ms << std::endl; | ||
| } | ||
| return 0; | ||
| } catch (nvidia::aiaa::exception &e) { | ||
| std::cerr << "nvidia::aiaa::exception => nvidia.aiaa.error." << e.id << "; description: " << e.name() << "; reason: " << e.what() << std::endl; | ||
| } | ||
| return -1; | ||
| } |
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