fastai users

dev projects Would you like to help with implementing some of the needed tools and features of the fastai project? This thread is the place to find what needs to be done. It’s open to all users. fastai dev This category is for discussion of development of fastai v1, a rewrite of the fastai library, including:
Fastai v1 install issues thread ( 4 5 6 7 8 9 10 11 12 13 14 15 ) [fastai users] (299)

The up-to-date installation instructions can be found here. Before posting in this thread please read the troubleshooting instructions. If you still need help please follow the instructions at…

About the fastai users category [fastai users] (1)
Doc_test project ( 2 3 4 5 6 7 8 ) [dev projects] (152)
Machine Learning to Automate Learning [fastai dev] (11)
Accumulating Gradients ( 2 3 4 ) [fastai users] (78)
Data block api and hdf5 [fastai dev] (1)
Coding Style for v1 [fastai dev] (7)
AutoLRFinder ( 2 ) [fastai dev] (34)
Fastai Transformer and TransformerXL [fastai users] (3)
Understanding GPU memory usage [fastai dev] (4)
Fixing code for bounding boxes [fastai dev] (6)
Using AUC as metric in fastai [fastai users] (6)
Improving/Expanding Functional Tests ( 2 3 4 5 ) [dev projects] (83)

This Topic is intended to surface gaps in automated test & coordinate work around that. The goal is to add functionality tests, using coverage as an indicator for which areas haven’t been tested (and not to just try to …

When and how to use mixup [fastai users] (2)
To_fp16: UserWarning: You have a 'loss_scale' factor that is too high [fastai users] (7)
How do I add my custom callback-based Metric to the ordinary Metrics list? [fastai users] (7)
Developer chat ( 28 29 30 31 32 33 34 35 36 37 38 39 ) [fastai dev] (778)

This is a chat thread for fastai v1 developers. Use it like a Slack or IRC channel. You can keep it open in a separate tab or window and see comments in real time, or check it from time to time to see what’s going on. If…

Get value counts from a ImageDataBunch [fastai users] (5)
Learner.show_results with fp16 [fastai users] (11)
How to add a test set [fastai users] (3)
Speed of inference [fastai users] (2)
Inconsistency in predictions with text classification [fastai users] (3)
Going mad with RNNs outside NLP [fastai users] (9)
How to convert model trained with fastai to Tensorflow? [fastai users] (1)
MLFlow tracking support [fastai dev] (2)
Tabular dataset cuda out of memory error during lr_find [fastai users] (5)
Unet with 4 channel input [fastai users] (1)
Comparision between .to_fp16() and .to_fp32() with MNIST_SAMPLE on RTX 2070 [fastai users] (12)
Speed up batch size discovery hundreds of times (to fit into your GPU RAM) [dev projects] (6)
Core util suggestion for try catch [fastai dev] (2)