Add LLaMA end-to-end benchmarking #19985
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onnxruntime/python/tools/transformers/models/llama/benchmark_e2e.py
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kunal-vaishnavi
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Mar 20, 2024
### Description This PR updates the end-to-end benchmarking numbers for LLaMA-2. ### Motivation and Context The numbers were gathered with the end-to-end benchmarking script in [this PR](microsoft/onnxruntime#19985).
RyanUnderhill
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YUNQIUGUO
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### Description This PR adds a benchmarking script to measure end-to-end performance and saves the results in a CSV file. ### Motivation and Context With this PR, end-to-end performance can be easily measured for many large-language models such as LLaMA-2. The performance numbers for LLaMA-2 are located [here](https://github.com/microsoft/onnxruntime-inference-examples/tree/main/python/models/llama).
TedThemistokleous
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### Description This PR adds a benchmarking script to measure end-to-end performance and saves the results in a CSV file. ### Motivation and Context With this PR, end-to-end performance can be easily measured for many large-language models such as LLaMA-2. The performance numbers for LLaMA-2 are located [here](https://github.com/microsoft/onnxruntime-inference-examples/tree/main/python/models/llama).
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Description
This PR adds a benchmarking script to measure end-to-end performance and saves the results in a CSV file.
Motivation and Context
With this PR, end-to-end performance can be easily measured for many large-language models such as LLaMA-2. The performance numbers for LLaMA-2 are located here.