skmalviya
/ min-char-rnn.py
Created
May 27, 2022 03:13
— forked from karpathy/min-char-rnn.py
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
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| """ | |
| 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) |
skmalviya
/ theano_gputest.py
Last active
January 7, 2020 11:08
— forked from orasik/gputest.py
Code to test if theano is using GPU or CPU
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| # Code to test if theano is using GPU or CPU | |
| # Reference: https://stackoverflow.com/questions/34328467/how-can-i-use-my-gpu-on-ipython-notebook | |
| from theano import function, config, shared, sandbox | |
| import theano.tensor as T | |
| import numpy | |
| import time | |
| vlen = 10 * 30 * 768 # 10 x #cores x # threads per core | |
| iters = 1000 | |
| rng = numpy.random.RandomState(22) | |
| x = shared(numpy.asarray(rng.rand(vlen), config.floatX)) |