Difference between revisions of "Xiaoxi Wang 2016-01-18"

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(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)
 
 
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debug NTM mini-batch training
 
debug NTM mini-batch training
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Some output from NTM:
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Number 1: [ 0.  0.  1.  1.  1.  0.  0.  0.  0.]  (28)
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Number 2: [ 1.  0.  0.  0.  0.  0.  0.  0.  0.]  (1)
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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]
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Result:  [ 1.  0.  1.  1.  1.  0.  0.  0.  0.]  (29)
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Number 1: [ 0.  1.  1.  1.  0.  1.  0.  0.  0.]  (46)
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Number 2: [ 1.  1.  0.  1.  0.  0.  0.  0.  0.]  (11)
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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]
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Result:  [ 1.  0.  0.  1.  1.  1.  0.  0.  0.]  (57)

Latest revision as of 01:01, 18 January 2016

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)