{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/11"}],"enrichment":{"capability":"Swaps connections between output and input variables in ONNX model graphs, allowing you to redirect one node's output to feed into a different node's input.","skillfed_tags":["onnx-tools","model-surgery"],"use_cases":["Redirect a model's intermediate output to skip or replace downstream operations during inference.","Rewire multi-stage pipelines to connect outputs from one model directly to inputs of another.","Modify model topology for debugging or testing by changing which nodes feed into which.","Adapt pre-trained models to new input/output configurations by swapping variable connections."],"what_it_does":"svs4onnx is a lightweight utility for modifying ONNX model graphs by redirecting variable connections. It takes an ONNX model, identifies an output variable from one node, and rewires it to feed into a specified input variable of another node, then outputs the modified graph. This is useful when you need to restructure model topology\u2014for example, bypassing intermediate operations or connecting different stages of a pipeline.\n\nThe tool offers both a command-line interface and a Python API. You can load an ONNX file or pass a graph object directly, specify the source output variable and target input variable, and get back a modified ModelProto. It supports Python 3.6 and later.","worth_installing":"No, unless you have a specific legacy use case. The package is abandoned\u2014last release 2022-09-17 with no commits since then\u2014and has not been tested against current ONNX versions. If you need ONNX graph manipulation, consider maintained alternatives."},"id":"svs4onnx","links":{"html":"https://skillfed.io/packages/svs4onnx","md":"https://skillfed.io/packages/svs4onnx.md","pypi":"https://pypi.org/project/svs4onnx/"},"maintenance":{"status":"abandoned"},"meta":{"latest_release":"2022-09-17","license_spdx":null,"license_treatment":"permissive","name":"svs4onnx","python_support":"supports_current","summary":"Simple model output OP additional tools."},"popularity":{"monthly_downloads":82533,"position":14157,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.0.0"}