khorrams/igos_pp

igos_pp's Issues

Acknowledgement when copying code

IGOS_pp/detectors/rcnn_utils/roihead.py

Line 1 in e4a743d

import collections

@mingqiJ please acknowledge the other repo if this whole file (and the other one) was copied from others' repo.

Error: 'function' object has no attribute 'up'

Trying to use IGOS for CIFAR10 data set.

IGOS(network, sample.reshape(1,3,32,32).cuda().detach(), baseline.detach(), torch.Tensor([clss]), size = 32)

got this error message:

     63     :return:
     64     """
---> 65     return upscale.up(masks).expand((-1,1,upscale.out_size,upscale.out_size))  # TODO
     66 
     67 

AttributeError: 'function' object has no attribute 'up'

any idea how to fix that?

No hard-coded model names

IGOS_pp/detectors/f_rcnn.py

Line 87 in e4a743d

url="./weight/fasterrcnn_resnet50_fpn_coco-258fb6c6.pth"

@mingqiJ Please refactor the code so that the model file is passed in as an argument rather than hard-coded in the code.

[code error] unsupported operation: some elements of the input tensor and the written-to tensor refer to a single memory location. Please clone() the tensor before performing the operation.

发生异常: RuntimeError
unsupported operation: some elements of the input tensor and the written-to tensor refer to a single memory location. Please clone() the tensor before performing the operation.
File "/home/lab/project/igos/heatmap-feature-mining/methods_helper.py", line 167, in line_search
indices[indices] = losses > base_losses[indices] + alphas[indices] * t[indices]
File "/home/lab/project/igos/heatmap-feature-mining/methods.py", line 89, in IGOS
alphas = line_search(masks, total_grads, loss_function, alpha)
File "/home/lab/project/igos/heatmap-feature-mining/main.py", line 51, in gen_explanations
masks = method(
File "/home/lab/project/igos/heatmap-feature-mining/main.py", line 142, in
gen_explanations(model, data_loader, args)

Explain parameters in methods.py

Please explain what each parameter mean in methods.py

Improve ReadMe

@mingqiJ

https://github.com/khorrams/IGOS_pp/blob/e4a743d9c01d918df55631d7b0c8f81467a5e11d/README.md?plain=1#L44C70-L44C71

Please add what LS and NAG stand for.

https://github.com/khorrams/IGOS_pp/blob/e4a743d9c01d918df55631d7b0c8f81467a5e11d/README.md?plain=1#L31C9-L31C9

Please add where to find those model files.