Marco Ciccone

Results 20 comments of Marco Ciccone

Is there anyone working on the porting? I have a pretty much working version, but it's definitely too slow. If you want I can open a PR and discuss on...

Hi @lanpa, yes I've tried the demo, but it was missing al lot of features such as resizing of different shapes to be displayed all together. I think I implemented...

Can you please explain the conversion process? Thanks

I think that the saving model procedure doesn't correctly save all the parameters. The error might occur when you train a BatchNormalized model where you have to save also a...

Thanks @stheertha! I agree that tracking statistics is nontrivial in FL. For the moment I've overcome the issue by replacing batchnorm with groupnorm and it seems to be working fine....

Hi @stheertha and thanks for the support! I'll have a look at the SQLite stuff and get back to you. I went a different way for the moment (just to...

Hi @kho! By looking at images in the tfrecord of a randomly sampled client, I see that images have different height/width. Images should be then randomly cropped to 299x299 (inaturalist)...

Thanks for your answer! I think option 1 is the way to go to ensure enough data variability (multiple crops for each image). However, gldv2 image sizes span from 300...

I think that this is a memory error due to the huge size of the embedding lookup table or the one hot vector that you're using. If you use a...

Tagging @froystig in case he has a solution involving `jax.eval_shape`