Pascal Lamblin lamblin
lamblin
/ bug_softmax_crossentropy.py
Last active
August 29, 2015 14:22
Non-lazy execution of ifelse
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| """ | |
| Code by @mducoffe | |
| Tested with: | |
| - Blocks commit dea5cf31bedacb16c16d8fcc04a8c8205c6d9396 | |
| - Fuel commit a00fee301220a6ed80ed34a72b2d265bd0dc49f9 | |
| """ | |
| import numpy as np | |
| import theano | |
| import theano.tensor as T | |
| from blocks.bricks import Rectifier, Softmax, MLP, Identity |
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| hidden value: (2, 3, 3) | |
| [[[ 2.43871672e-316 4.07723682e-316 3.54132749e-312] | |
| [ 1.62581115e-316 2.44505736e-316 2.36086774e-312] | |
| [ 8.12905574e-317 -6.42364390e-319 1.18035621e-312]] | |
| [[ 0.00000000e+000 8.19301551e-317 5.17748386e-317] | |
| [ 8.12905574e-317 8.12877907e-317 1.18040798e-312] | |
| [ 1.62581115e-316 2.44505736e-316 2.36086774e-312]]] | |
| out value at step 0: (3, 3) | |
| [[ 1. 1. 1.] |