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Training a quantized int8 version of yolo #24

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nezarelkadyy opened this issue Jul 6, 2023 · 3 comments · Fixed by #49
Closed

Training a quantized int8 version of yolo #24

nezarelkadyy opened this issue Jul 6, 2023 · 3 comments · Fixed by #49
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@naseemap47
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enhancement New feature or request

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@nezarelkadyy
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How to make train a quantized int 8 version using the train script?
@naseemap47
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Hi @nezarelkadyy ,
Currently I didn't added int8 quantisation.
I am still searching on how to do that.
If I finds, I will let you know. or If you find any, please let me know.
Thank you.

@naseemap47 naseemap47 self-assigned this Jul 10, 2023
@naseemap47 naseemap47 added the enhancement New feature or request label Jul 10, 2023
@naseemap47
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Hi @nezarelkadyy ,
Try with https://colab.research.google.com/drive/1yHrHkUR1X2u2FjjvNMfUbSXTkUul6o1P?usp=sharing#scrollTo=fBZenZegj9hm

@oussaifi-majdi oussaifi-majdi mentioned this issue Sep 17, 2023
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@naseemap47
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Hi @nezarelkadyy ,
I completed the development #49
I am facing issue while running QAT.
NameError: name 'SelectiveQuantizer' is not defined Deci-AI/super-gradients#1205 (comment)
They will fix this issue in the upcoming release. (Deci-AI/super-gradients#1205 (comment))
If you find any solution, please let me know.
Thank you.

@naseemap47 naseemap47 linked a pull request Oct 2, 2023 that will close this issue
Qat #49
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Qat naseemap47/YOLO-NAS
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@naseemap47 @nezarelkadyy