fast-autoaugment

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Stuck after iteration

1

After the iterative search in the parameter space is completed, it will get stuck, and there is no error message (399 is the last iteration). ` iter 397 ma=0.509 OrderedDict([('RUNNING',...

AlphaPlusTT

Why can the algorithm work?

3

Intuitively, the Optimizer can choose NO Augment to achieve higher validate accuracy. Why can it work? Looking forward to your answer

DolphinAC

Questions about search and retrain.

5

@ildoonet @sublee Hi, it is so nice of you guys to release the search code and will be much appreciated. While running with your search code and retrain with found...

Shaw95

Search policy on my custom dataset

1

Hi, the code seems good for research purposes. There is not much documentation, but that's ok. I think I've managed to understand what it does and how it works. Now...

JavierClearImageAI

In Imagenet.py, Imagenet files are allocated through pre-defined URL. But, If I've tried to run the Imagenet.py, the pre-defined URL is not found. Any suggestion Using Imagenet URL?? Thank you!

mingmingi

Why not updating batch norm parameters?

1

According to the following lines, your code doesn't update batch norm parameters. What is the real reason for that? `params_without_bn = [params for name, params in model.named_parameters() if not ('_bn'...

emrahyigit

I run testing code by using your provided model. Cifar10 [Wide-ResNet-28-10 | 3.9 | 3.1 | 2.6 | 2.7 / 2.7 | Download] Cifar100 [Wide-ResNet-28-10 | 18.8 | 18.4 |...

SwanseaLeo

Crashes in torch

13

Hello, running the code I encounter this message from the torch implementation. ` what(): owning_ptr == NullType::singleton() || owning_ptr->refcount_.load() > 0 INTERNAL ASSERT FAILED at /pytorch/c10/util/intrusive_ptr.h:348, please report a bug...

vvigilante

NameError: name 'args' is not defined

2

Hi, I've tried to run the code for searching policies, but there is no way I can make it run on a single machine with several GPUs and the problem...

guillermoim

using search.py to find out autoaugment

3

`[2020-08-03 21:23:54,603] [Fast AutoAugment] [INFO] processed in 76.2692 secs [2020-08-03 21:23:54,603] [Fast AutoAugment] [INFO] ----- Search Test-Time Augmentation Policies ----- search_cifar10_wresnet40_2_fold0_ratio0.1 Traceback (most recent call last): File "search.py", line 230,...

huangd1999