nivha/dataset_reconstruction

dataset_reconstruction's Issues

How to run sweep

Hi,

Thank you for providing this repository.

Suppose I've trained a model, and would like to reconstruct with it. How would I run a sweep to search for the correct hyperparameters?
I saw, in reconstruction_mnist.ipynb that you can read an exising sweep:

# in case you have your own sweep:
sweep_id = 'uvl74ek9'
sweeps_dir = './data/sweeps/'
sweep = analysis_utils.read_sweep(sweeps_dir, sweep_id, name=None, problem='mnist_odd_even')
analysis_utils.download_sweep_results_from_wandb(sweep, max_runs_to_download=100)
X = analysis_utils.get_all_reconstruction_outputs(sweep, verbose=True)

But again, how would I initially run it?