ffcv
ffcv copied to clipboard
libffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
**Current FFCV version**: v0.0.4 compiled from source. I have two identical FFCV `.beton` files (ImageNet train dataset): One in an NVME ssd drive, and the other in an HDD drive....
Unfortunately i am not able to install ffcv via pip in my environment. Following exceptions is raised during installation: `ERROR: Command errored out with exit status 1: command: /usr/bin/python3 -c...
I am new to FFCV and wanted to try the CIFAR example to see how well it goes so that I can use it for my research work. But I...
Hello! I'm having trouble writing my dataset. The batches are already made as numpy arrays, so I just have to feed them through a dataset so it can be written...
Hadi and I ran into this subtle bug with JSONField while working on object detection and we thought it would be a good idea to add some troubleshooting documentation on...
In [torchvision's RandomResizeCrop](https://pytorch.org/vision/stable/generated/torchvision.transforms.RandomResizedCrop.html#randomresizedcrop) and [Resize](https://pytorch.org/vision/stable/generated/torchvision.transforms.Resize.html#resize) allow the user to specify the interpolation. This isn't an option in [ffcv's RandomResizedCrop](https://github.com/libffcv/ffcv/blob/main/ffcv/transforms/random_resized_crop.py#L24) nor is it documented which interpolation is being used. Could this...
Hi I have a dataset in the form of 'torch.Tensor' and was wondering how to use the DatasetWriter? I am trying to use FFCV for SimCLR, where dataset is torch.utils.data.Dataset,...
When I try to make my own dataset, I find the DatasetWriter and RGBImageField does not support directly converting the image file. It would be great if we can just...
Hi I tried to use the imagenet example and fed my imagenet directory as path to ImageFolder to create my_dataset. However I am getting the following error (with no more...