OVHcloud GPU benchmark - Whisper FP16
Go back to listWhipser is a general-purpose speech recognition model implemented and trained by OpenAI. It provides several implementation of the model scaling from tiny to large with larger size and more efficient recognition along with size. We evaluate the performance with whisper-benchmark and the following command line:
# sample=en-male-1 # or en-male-2, en-male-3, en-female-1, en-female-2, en-female-3
# model_name=tiny # or base, small, medium, large
whisper-benchmark $sample --model-name $model_name --device cuda -fp16
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Cloud Mercato's observations:
- The most latest GPUs, H100, L4, L40S, perform the better
- Starting at the medium model, only L40S and H100 still maintain a high level of performance
- V100 performs as well as A100