Pranay Reddy pranay-ar
pranay-ar
/ reference_inference.py
Created
April 22, 2026 19:00
Reference ONNX inference snippet for GRID-Cortex ML Systems Engineer take-home
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| """ | |
| Reference inference snippet for the ML Systems Engineer take-home. | |
| Two ONNX models, loaded with onnxruntime CPU. This file is meant as a starting | |
| reference — it shows: | |
| - how to load each model | |
| - the correct preprocessing for each | |
| - the exact input/output tensor name and shape contract | |
| - how batching works (MobileNetV3 supports it; MiDaS v2.1 does not by default) |
pranay-ar
/ Weekly Activity Breakdown
Created
July 17, 2020 16:54
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| Initial |
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pranay-ar
/ PY0101EN-5.1_Intro_API.ipynb
Created
October 12, 2019 13:39
Created on Cognitive Class Labs
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pranay-ar
/ PY0101EN-5-2-Numpy2D.ipynb
Created
October 12, 2019 11:52
Created on Cognitive Class Labs
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pranay-ar
/ PY0101EN-5-1-Numpy1D.ipynb
Created
October 11, 2019 19:43
Created on Cognitive Class Labs
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pranay-ar
/ PY0101EN-4-2-WriteFile.ipynb
Created
October 11, 2019 17:49
Created on Cognitive Class Labs
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pranay-ar
/ PY0101EN-4-1-ReadFile.ipynb
Created
October 11, 2019 14:30
Created on Cognitive Class Labs
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pranay-ar
/ PY0101EN-3-4-Classes.ipynb
Created
October 11, 2019 10:49
Created on Cognitive Class Labs
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pranay-ar
/ PY0101EN-3-3-Functions.ipynb
Created
October 11, 2019 10:24
Created on Cognitive Class Labs
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