Add Whisper benchmark script#17043
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kunal-vaishnavi merged 19 commits intomicrosoft:mainfrom Aug 23, 2023
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Splitting changes for LLaMA and Whisper into separate PRs as discussed offline |
zhangyaobit
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Aug 9, 2023
tianleiwu
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Aug 15, 2023
tianleiwu
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Aug 15, 2023
onnxruntime/python/tools/transformers/models/whisper/benchmark.py
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| # def get_logits(inputs): | ||
| # # Inference pass without decoding | ||
| # outputs = model(**inputs) | ||
| # return outputs |
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tianleiwu
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Aug 20, 2023
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#16895 is needed for ROCm EP to work as workaround. Otherwise, alot of patching is need for optimum. |
kunal-vaishnavi
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### Description This PR adds the following scripts for LLaMA: - LLaMA conversion (support for TorchScript and Dynamo exporters) - LLaMA parity - LLaMA benchmark - LLaMA quantization - LLaMA integration with [Hugging Face Optimum](https://github.com/huggingface/optimum) ### Motivation and Context This PR adds scripts for using LLaMA. There is a [follow-up PR](#17043) for adding scripts for Whisper.
tianleiwu
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Oct 31, 2023
### Description This PR adds the following scripts for LLaMA: - LLaMA conversion (support for TorchScript and Dynamo exporters) - LLaMA parity - LLaMA benchmark - LLaMA quantization - LLaMA integration with [Hugging Face Optimum](https://github.com/huggingface/optimum) ### Motivation and Context This PR adds scripts for using LLaMA. There is a [follow-up PR](#17043) for adding scripts for Whisper.
tianleiwu
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Oct 31, 2023
### Description This PR adds benchmark scripts for Whisper. It is a follow-up to [this PR](#17020) that adds the LLaMA scripts. ### Motivation and Context This PR enables benchmarking Whisper across various configurations.
kleiti
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Mar 22, 2024
### Description This PR adds the following scripts for LLaMA: - LLaMA conversion (support for TorchScript and Dynamo exporters) - LLaMA parity - LLaMA benchmark - LLaMA quantization - LLaMA integration with [Hugging Face Optimum](https://github.com/huggingface/optimum) ### Motivation and Context This PR adds scripts for using LLaMA. There is a [follow-up PR](microsoft#17043) for adding scripts for Whisper.
kleiti
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to kleiti/onnxruntime
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Mar 22, 2024
### Description This PR adds benchmark scripts for Whisper. It is a follow-up to [this PR](microsoft#17020) that adds the LLaMA scripts. ### Motivation and Context This PR enables benchmarking Whisper across various configurations.
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Description
This PR adds a benchmark script for Whisper. It is a follow-up to this PR that adds the LLaMA scripts.
Motivation and Context
This PR enables benchmarking Whisper across various configurations.