alvinwan / shiftresnet-cifar Goto Github PK

Not sure if I understand correctly, I just need to shift the tensor in 8 different directions (plus not shifting) and that can be done in Pytorch using simple slicing?

Is that what the cuda operation is doing?

Running python eval.py --model=checkpoint/shiftresnet20_3.0.t7 in root directory returns

Files already downloaded and verified
==> Resuming from checkpoint..
Reading from model checkpoint/shiftresnet20_3.0.t7
...(some SourceChangeWarnings)...
Traceback (most recent call last):
  File "eval.py", line 90, in <module>
    checkpoint = torch.load(model)
  File "/cvgl2/u/brianlui/shiftresnet/shift/local/lib/python2.7/site-packages/torch/serialization.py", line 358, in load
    return _load(f, map_location, pickle_module)
  File "/cvgl2/u/brianlui/shiftresnet/shift/local/lib/python2.7/site-packages/torch/serialization.py", line 542, in _load
    result = unpickler.load()
AttributeError: 'module' object has no attribute 'ShiftConv'

Why does the ShiftNet shiftresnet20_3.0.t7 model pretrained on CIFAR-10 give a module object that has no attribute ShiftConv? I was able to fix other bugs using StackOverflow, but this one seems to be model-specific. Would appreciate any advice - thank you!

The parameters of ShiftNet is given in the original paper, but FLOPs is not. Could you provide the FLOPs of ShiftNet-A, B, C? I'll cite your paper :)

The requirement needs cffi==1.11.2, but this version only supports python 2.7 to 2.8. How to modify the files to fit Python 3?

Link to CIFAR100 pretrained weight is broken: https://drive.google.com/drive/u/1/folders/1unOPMsQDagcDa8gI5kFvQ0VH84N7h1V2

It says the folder is moved to Trash by the owner.

Also could you please provide pretrained ImageNet weights too? Thanks!

We're losing the ability to store these checkpoints on our institution's Google Drive, so I'm posting them here. Unzip these and place all checkpoints your root's ./checkpoint directory.

CIFAR-10:
CIFAR-10-resnet-large.zip
CIFAR-10-resnet-small.zip
CIFAR-10-shiftresnet-large.zip
CIFAR-10-shiftresnet-small.zip

CIFAR-100:
ShiftResNet Expansion.zip
ResNet Net-wise Reduction.zip
ResNet Block-wise Reduction.zip
ShiftResNet Misc.zip