Models: [TF1 OD API] Models eligible for quantization
Hi, I was wondering what models are able to be quantized from TF 1 Object Detection Model Zoo.
I am sure that models which have "quantized" in their names and three Pixel4 models (ssd_mobilenet & mobiledet - edgeTPU and DSP) are able to be quantized, but I wonder what other models I could quantize and use them.
To the best of my knowledge, FasterRCNN models are not supported and only SSD models are able to be quantized. Then are we able to quantize models like "ssd_mobilenet_v1_fpn_coco ☆"?
It would be very appreciated if anyone could clarify. Thank you.
@srjoglekar246 Guess you would be the one who could clarify this. I do really appreciate for all your help!
SukyoungCho
>All comments
Only models with quantized in their name & the ones meant for EdgeTPU/DSP from the TF1 zoo can be converted to the quantized versions.
You will need to use these instructions to convert. Note that the parameters while using quantized conversion are different from float conversion, as detailed in the documentation I linked.
srjoglekar246
on 19 Oct 2020
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Most helpful comment
Only models with
quantizedin their name & the ones meant for EdgeTPU/DSP from the TF1 zoo can be converted to the quantized versions.You will need to use these instructions to convert. Note that the parameters while using quantized conversion are different from float conversion, as detailed in the documentation I linked.