Scaleway NVIDIA H100 Performance evaluation - InvokeAI
Go back to listInvokeAI is popular open-source framework for image generation and modifications. On top of it we created invokeai-benchmark, a handy tool make our tests and methodology more easily reproducible. We tested a scale of image size from 32x32 (a favicon) to 2048x2048 (4 MegaPixels).
Here's an example of usage:
$ invokeai-benchmark --api-url http://your-server:9090/api/v1/ -p "Large landscape of Dijon" --width 512 --height 512
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Cloud Mercato's observations
- The Scaleway's H100 is always among the best in terms of performance
- Only a few GPUs can produce large scale image in a decent timing
- Similarly, less GPUs can produce image smaller under 128x128.