tejaskhot

def exp_lr_scheduler(optimizer, global_step, init_lr, decay_steps, decay_rate, lr_clip, staircase=True):
    """Decay learning rate by a factor of 0.1 every lr_decay_epoch epochs."""
    if staircase:
        lr = init_lr * decay_rate**(global_step // decay_steps)
    else:
        lr = init_lr * decay_rate**(global_step / decay_steps)
    lr = max(lr, lr_clip)

    if global_step % decay_steps == 0:
        print('LR is set to {}'.format(lr))

karpathy

"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np

# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)

iamtekeste

Download Google Drive files with WGET

Example Google Drive download link:

https://docs.google.com/open?id=[ID]
To download the file with WGET you need to use this link:

https://googledrive.com/host/[ID]

Example WGET command: