DSQ

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Hi. In the code, function "set_quanbit()" is used to set the quantization bit for weights. However, in function "set_quanbit()", only attribute "num_bit" is modified, while attribute "bit_range" is left unchanged....

yyl-github-1896

forward() does not recognize own class attributes

2

Hello. First of all, congratulation on your work. I would like to reproduce your work but I am facing a strange problem. When trying to use your DSQConv layer, I...

afonso-sousa

when I use distributed init_method is tcp

ccxiaotoancai

Nan (or inf) is occured during training

4

@ricky40403 Thanks for your hard and great work. I copied the DSQConv.py into my project and used DSQConv instead of nn.conv2d except the first and the last layers. However during...

CharlesTao0926

Hi, impressive work! I want to reproduce the results of this implementation. Could you share the trained quantization model files (model_best.pth.tar)? Thanks!

clevercool

RuntimeError: derivative for floor_divide is not implemented

3

Very appreciate for your implementation. "RuntimeError: derivative for floor_divide is not implemented" I have encounter this problem when i try to transform the conv layer to DSQ conv , and...

AIbeginner2020

error

1

from PyTransformer.transformers.quantize import QConv2d, QuantConv2d, QLinear, ReLUQuant ImportError: cannot import name 'QuantConv2d' the 'QuantConv2d' function is not in the file . Is there a problem with the code？thinks

black2tulips

poor performance on CIFAR10

1

Hi, thank you for your implementation! I use the CIFAR10 dataset for quick training and evaluation on the 8-bit setting, but I only got not more than 80%@Top1 accuracies with/without...

Peony-Wang

Some Problem

2

@ricky40403 Hey, thanks for your great work. When i read the paper and your code, i have three question: 1. Can i set quan_bit to 2 or 4? 2. I...

xieydd