Comments (4)
π Hello @franciscocostela, thank you for raising an issue about Ultralytics HUB π! Please visit our HUB Docs to learn more:
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@franciscocostela Hello!
Can you check if the exported model size is 4x smaller than the fp32 one?
from hub.
Hi Sergiu,
Yes - It is about 4x smaller. These are the sizes of the files:
Original FP32 - 11.6MB
Fp16 - 5.8MB
Int8 - 3.0MB
I am trying to run the TFLite file through a conversion pipeline to deploy it into a camera but it fails with an error message about the file not being quantized. When I inspect it with Netron, I see that the quantization bias is FLOAT32. INT8 is used in some of the convolution layers but not all of them (see screenshot). This seems to trigger the error message using the conversion pipeline.
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@franciscocostela Based on the file size, the quantization is applied.
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