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Add benchmarking notebook for ONNX Runtime on GPU and CPU#3

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DivyenduDutta merged 6 commits into
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feature/onnxruntime
Sep 2, 2025
Merged

Add benchmarking notebook for ONNX Runtime on GPU and CPU#3
DivyenduDutta merged 6 commits into
masterfrom
feature/onnxruntime

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Created a notebook to evaluate performance of the ONNX-exported Stable Diffusion UNet using ONNX Runtime. Includes tests on both GPU and CPU to compare inference speed and resource utilization.

Specified the tokenizer and text encoder matching the ones used by stable diffusion 2 base model
Implemented a utility module for handling CSV operations such as saving and reading benchmarking data.
[CHORE] Replace old csv saving mechanism with
Created a notebook to evaluate latency of the ONNX-exported Stable Diffusion UNet using ONNX Runtime. Includes tests on both GPU and CPU to compare inference speed and resource utilization.
@DivyenduDutta DivyenduDutta self-assigned this Sep 2, 2025
@DivyenduDutta DivyenduDutta added the enhancement New feature or request label Sep 2, 2025
@DivyenduDutta DivyenduDutta merged commit f1631b4 into master Sep 2, 2025
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@DivyenduDutta DivyenduDutta deleted the feature/onnxruntime branch September 2, 2025 17:43
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