pytorch-cifar10
pytorch-cifar10 copied to clipboard
pytorch and cifar10
self.scheduler.step() not self.scheduler.step(epoch)
When I only use 10,000 training data, the loss function of the test dataset of each network has been rising instead of falling, which will lead to very serious overfitting.Training...
In the resnet.py, the following codes should be revised. if self.downsample is not None: residual = self.downsample(x) it should be if self.downsample is not None: residual = self.downsample(residual)
I trained the "Alexnet" in another implementation and got very high accuracy, around 85%. The main differences between the two implementations are, 1. random cropping in train_transform "transforms.RandomCrop(32, padding=4)", 2....
I just tried alexnet on cifar and got 69.09% on test set even with cv, although I trained for 100 epochs standard lr for adam (i.e. no mulstistep lr), batch...
https://github.com/icpm/pytorch-cifar10/blob/1e49822683bf0800a3f4f7f0df778cb5ba6a87fe/main.py#L141
RuntimeError: cuda runtime error (11) : invalid argument at /pytorch/aten/src/THC/THCGeneral.cpp:383
OS: Ubuntu pytorch: 1.1.0 cuda: 9.0 cudnn:7.6 GPU: RTX 2080 I got errors below: ` runpy.run_path(target, run_name='__main__') File "/usr/lib/python3.6/runpy.py", line 263, in run_path pkg_name=pkg_name, script_name=fname) File "/usr/lib/python3.6/runpy.py", line 96, in...
While I try to execute the code I get an error, googlenet has no attribute to.