{"library":"polygraphy","type":"library","category":null,"description":"Polygraphy is a Deep Learning Inference Prototyping and Debugging Toolkit developed by NVIDIA. It helps users run, compare, and debug inference across various deep learning frameworks and backends, especially NVIDIA TensorRT. It provides Python APIs and a command-line interface for tasks like model conversion, correctness checking, and performance profiling. Polygraphy is tightly integrated with the TensorRT ecosystem and typically receives updates in conjunction with TensorRT releases.","language":"python","status":"active","version":"0.49.26","tags":["deep-learning","inference","tensorrt","onnx","onnx-runtime","debugging","profiling","nvidia","model-conversion"],"install":[{"cmd":"pip install polygraphy[all]","imports":["from polygraphy.comparator import Comparator","from polygraphy.backend.trt import TrtRunner","from polygraphy.backend.onnxrt import OnnxrtRunner","from polygraphy.comparator import SizingInput","from polygraphy.logger import G_LOGGER"]},{"cmd":"pip install polygraphy","imports":[]}],"homepage":"https://developer.nvidia.com/tensorrt/polygraphy","github":"https://github.com/NVIDIA/TensorRT","docs":null,"changelog":null,"pypi":"https://pypi.org/project/polygraphy/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.8,"avg_import_s":0.22,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/polygraphy/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}