“Xiaoxi Wang 2016-01-18”版本间的差异
（以“Last week: Neural Turing Machine for arithmetic calculation (N number addition) coding for NTM mini-batch training This week: review papers on neural arithmetic...”为内容创建页面） |
|||
| 第10行： | 第10行： | ||
debug NTM mini-batch training | debug NTM mini-batch training | ||
| + | |||
| + | |||
| + | |||
| + | |||
| + | Some output from NTM: | ||
| + | |||
| + | Number 1: [ 0. 0. 1. 1. 1. 0. 0. 0. 0.] (28) | ||
| + | Number 2: [ 1. 0. 0. 0. 0. 0. 0. 0. 0.] (1) | ||
| + | Output: [ 9.99984384e-01 1.68709391e-06 9.99961972e-01 9.99988675e-01 9.99942899e-01 4.12209111e-08 6.87969441e-06 1.36186891e-05 4.81172719e-07] | ||
| + | Result: [ 1. 0. 1. 1. 1. 0. 0. 0. 0.] (29) | ||
| + | |||
| + | |||
| + | Number 1: [ 0. 1. 1. 1. 0. 1. 0. 0. 0.] (46) | ||
| + | Number 2: [ 1. 1. 0. 1. 0. 0. 0. 0. 0.] (11) | ||
| + | Output: [ 9.99987006e-01 1.28979622e-07 3.68938090e-05 9.99997497e-01 9.99983549e-01 9.99990582e-01 7.21790057e-05 4.65510175e-06 3.80014421e-06] | ||
| + | Result: [ 1. 0. 0. 1. 1. 1. 0. 0. 0.] (57) | ||
2016年1月18日 (一) 01:01的最后版本
Last week:
Neural Turing Machine for arithmetic calculation (N number addition)
coding for NTM mini-batch training
This week:
review papers on neural arithmetic calculation
debug NTM mini-batch training
Some output from NTM:
Number 1: [ 0. 0. 1. 1. 1. 0. 0. 0. 0.] (28) Number 2: [ 1. 0. 0. 0. 0. 0. 0. 0. 0.] (1) Output: [ 9.99984384e-01 1.68709391e-06 9.99961972e-01 9.99988675e-01 9.99942899e-01 4.12209111e-08 6.87969441e-06 1.36186891e-05 4.81172719e-07] Result: [ 1. 0. 1. 1. 1. 0. 0. 0. 0.] (29)
Number 1: [ 0. 1. 1. 1. 0. 1. 0. 0. 0.] (46)
Number 2: [ 1. 1. 0. 1. 0. 0. 0. 0. 0.] (11)
Output: [ 9.99987006e-01 1.28979622e-07 3.68938090e-05 9.99997497e-01 9.99983549e-01 9.99990582e-01 7.21790057e-05 4.65510175e-06 3.80014421e-06]
Result: [ 1. 0. 0. 1. 1. 1. 0. 0. 0.] (57)
