diff options
Diffstat (limited to 'README.md')
| -rw-r--r-- | README.md | 29 |
1 files changed, 19 insertions, 10 deletions
@@ -16,16 +16,25 @@ TBC - [x] Fix tqdm and logging output - [x] Fix basic test to load model - [x] Fix loading previous experiments -- [ ] Check how to pass arguments to unittest (remove B009 then) - [x] Able to set verbosity level on the logger to terminal output - [ ] Implement Callbacks for training - - [ ] Implement early stopping - - [ ] Implement wandb - - [ ] Implement lr scheduler as a callback -- [ ] Continuing reimplementing labs -- [ ] New models and datasets + - [x] Implement early stopping + - [x] Implement wandb + - [x] Implement lr scheduler as a callback + - [x] Implement save checkpoint callback + - [ ] Implement TQDM progress bar (Low priority) - [ ] Check that dataset exists, otherwise download it form the web. Do this in run_experiment.py. -- [ ] Create repr func for data loaders -- [ ] Be able to restart with lr scheduler -- [ ] Implement Bayesian hyperparameter search -- [ ] Try to fix shell cmd security issues S404, S602 +- [x] Create repr func for data loaders +- [ ] Be able to restart with lr scheduler (May skip this BS) +- [ ] Implement population based training +- [ ] Implement Bayesian hyperparameter search (with W&B maybe) +- [x] Try to fix shell cmd security issues S404, S602 +- [ ] Change prepare_experiment.py to print statements st it can be run with tasks/prepare_sample_experiments.sh | parallel -j1 +- [x] Fix caption in WandbImageLogger +- [x] Rename val_accuracy in metric +- [x] Start implementing callback list stuff in train.py +- [x] Fix s.t. callbacks can be loaded in run_experiment.py +- [x] Lift out Emnist dataset out of Emnist dataloaders +- [ ] Finish Emnist line dataset +- [x] SentenceGenerator +- [ ] Implement line model |