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sholland1/gan-mnist_results.txt

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grenade example results
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gan-mnist_results.txt
$~/Documents/grenade/examples/dist/build/gan-mnist$ ./gan-mnist ~/Downloads/mnist_train.csv
Training stupidly simply GAN
-#= ##-##### # # # # # #=##.
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------=======---------------
Raw
mnist_results_master.txt
$~/Documents/grenade/examples/dist/build/mnist$ ./mnist ~/Downloads/mnist_train.csv ~/Downloads/mnist_test.csv
Training convolutional neural network...
Reshape
~>
Concat
Trivial
Concat
Pad
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### | # | # | |
### | | # | . |
### | | # | | .-
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Pad
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| ### | | # | - .# | | | ## |
# | ## | | # | .- ## | #= | | |
# | #= | . | # | ## | = | | |
- | # | | # | - ### | -- | | |
=# | | | ## | #### | | | |
~>
NNil
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Pooling
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-- | | . | #. | . =
| . - | - | - | .
= | | | | .-
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Pad
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- | - = | - | # .. | . ==- | -= - | = | - = | -= | =.-
. -.- | .. | .. - | - . | . . | | -#= | | | .=
| . | = | - - | . . | . | =-# | = = | . - - | - -
. | . | = =- | | . | = . | .###. | - | - . | =-
== | . = | . .. | -= | .. . | | -### | -- | ##= | - .
~>
NNil
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Crop
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Pooling
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Iteration 1: 5702 of 10000
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| = | # | |
| | # | . |
| | # | | -
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| ## | | | # # | | | -# |
| ## | | | # | =- | | |
| #= | . | | | - | | |
| # | | # | # - | .- | | |
- | | | # | #=- | | | |
~>
NNil
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Pooling
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| . | | - |
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Pad
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- | - # | - | # .. | . --. | -- . | = | - - | -= | - .
. ... | -- | . | . . | . . | | .=- | | | --
| . | - | . . | . | . | =.= | - - | . . - | - -
. | - | - -- | | . | - . | .### | - | . | =.
-- | . # | . .. | .- | .. | | -### | .- | ==- | .
~>
NNil
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Iteration 2: 5533 of 10000
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| = | .# | |
| | # | |
| | # | | -
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| ## | | = | # = | | | =# |
| ## | | | # | -. | | |
| # | | | # | . | | |
| | | - | # | .. | | |
| | | | ##. | | | |
~>
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Pooling
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-- | | . | .. | .
| . | | - |
- | | | | .
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Pad
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. | - = | - . | = . | . -. | .- . | #.. | . - | .. | - .
. . | -- | . . | . | . | | .## | | | -.
| .. | - | . . | . | | .=.= | - | . | = .
. | -. | -.-- | | | - | ###. | | | =.
.- | . # | - -- | . | . | | .### | .. | --. | .
~>
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Iteration 3: 5167 of 10000
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| | | |
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| ## | | # | # = | | | =# |
| ## | | | # | -. | | |
| ## | | | # | . | | |
| ## | | . | ## | .. | | |
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.- | | | . |
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Pad
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. | . - | - | = | .. | .. . | -.. | . . | . | - .
. . | .. | . | . | | | =- | | | -.
| .. | | . . | . | | =.= | . | | = .
| .. | =--. | | | . | =##. | | | =.
.. | # | - .. | . | | | ### | .. | ... | .
~>
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Iteration 4: 4119 of 10000
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| ## | | # | # = | | | -= |
| ## | | | # | . | | |
| ## | | | = | . | | |
| ## | | . | ## | .. | | |
| # | | | .## = | | | |
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.. | | | . |
| . | | - |
- | | | |
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Pad
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. | . - | - | - | .. | .. . | - . | . . | . | -
. | .. | . | | | | =- | | | -.
| . | | . | | | -.= | . | | = .
| .. | -.-. | | | . | -=#. | | | -
.. | = | . .. | . | | | =## | . | .. | .
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Iteration 5: 3588 of 10000
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| ## | | = | # - | | | -- |
| ## | | | # | . | | |
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| ## | | . | ## | | | |
| # | | | .## = | | | |
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.. | | | . |
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. | | | |
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Pad
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| . . | - | - | .. | .. | - . | . | | .
| .. | . | | | | -- | | | -.
| . | | | | | -.- | . | | -
| .. | -... | | | . | -==. | | | -
.. | = | . .. | | | | -== | | .. |
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Iteration 6: 3288 of 10000
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| ## | | = | # - | | | .- |
| ## | | | # | . | | |
| ## | | | - | | | |
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Pooling
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| | | - |
. | | | |
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| . . | . | . | . | . | . | . | | .
| .. | . | | | | -. | | | .
| . | | | | | -.- | . | | -
| .. | ... | | | . | .-=. | | | .
. | - | . . | | | | -== | | . |
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Iteration 7: 2990 of 10000
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| ### | | = | #- . | | | .- |
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~>
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| . | ... | . | . | | . | | | .
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Iteration 8: 2762 of 10000
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Iteration 9: 2794 of 10000
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Iteration 10: 1801 of 10000
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Iteration 11: 1043 of 10000
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Iteration 12: 1055 of 10000
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Iteration 13: 971 of 10000
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Iteration 14: 962 of 10000
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Iteration 15: 962 of 10000
Raw
mnist_results_v0.1.0.txt
$~/Documents/grenade/examples/dist/build/mnist$ ./mnist ~/Downloads/mnist_train.csv ~/Downloads/mnist_test.csv
Training convolutional neural network...
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| ## | | ## | # | ### | # | - # | #
| #. | | ## | # | #### | # | ## | =# #
. | | #= | # | #= | ##### | ## | ## | =
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Iteration 1: 5064 of 10000
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Iteration 2: 4854 of 10000
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Iteration 3: 5499 of 10000
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Iteration 4: 5284 of 10000
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Iteration 5: 4786 of 10000
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Iteration 6: 5387 of 10000
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Iteration 7: 5741 of 10000
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Iteration 8: 3788 of 10000
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Iteration 9: 3058 of 10000
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Iteration 10: 3205 of 10000
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| | | .. | | | | | -.. |
| | . | -. | . | | | .. | |
| | ... | ..- | | | | | . |
| | | ... | | | | . . | .. | .
~>
NNil
~>
NNil
~>
Crop
~>
Pooling
~>
Relu
~>
Reshape
~>
FullyConnected
~>
Logit
~>
NNil
~>
FullyConnected
~>
Logit
~>
NNil
~>
NNil
Iteration 11: 3252 of 10000
Reshape
~>
Concat
Trivial
Concat
Pad
~>
| ### | | # | ###
| ### | | .## | ###
| ### | | ### | ###
~>
NNil
Pad
~>
| | | ..### | | . ## | = | |
| | | . ### | | # | = # | | .
| =-. | | ##### | | -# | =## | | = -
| #=-- | | ##### | | # ## | ### | |
| -.=. | . | ##### | | # ## | ### | |
~>
NNil
~>
NNil
~>
Pooling
~>
Relu
~>
Concat
| |
Concat
Pad
~>
| | | |
| | | . |
| | | |
~>
NNil
Pad
~>
| | . | . | | | | | .. |
| | | .. | | | | | -.. |
| | | - | . | | | .. | |
| | .. | ..- | | | | | |
| | | .. | | | | . . | .. | .
~>
NNil
~>
NNil
~>
Crop
~>
Pooling
~>
Relu
~>
Reshape
~>
FullyConnected
~>
Logit
~>
NNil
~>
FullyConnected
~>
Logit
~>
NNil
~>
NNil
Iteration 12: 3263 of 10000
Reshape
~>
Concat
Trivial
Concat
Pad
~>
| ### | | # | ###
| ### | | .## | ###
| ### | | ### | ###
~>
NNil
Pad
~>
| | | ..### | | . ## | - | |
| | | ### | | # | - # | | .
| =-. | | ##### | | -# | =## | | - -
| #--- | | ##### | | # ## | ### | |
| -.-. | | ##### | | # ## | ### | |
~>
NNil
~>
NNil
~>
Pooling
~>
Relu
~>
Concat
| |
Concat
Pad
~>
| | | |
| | | . |
| | | |
~>
NNil
Pad
~>
| | . | . | | | | | . |
| | | .. | | | | | -. |
| | | . | | | | .. | |
| | .. | . - | | | | | |
| | | . | | | | . | .. | .
~>
NNil
~>
NNil
~>
Crop
~>
Pooling
~>
Relu
~>
Reshape
~>
FullyConnected
~>
Logit
~>
NNil
~>
FullyConnected
~>
Logit
~>
NNil
~>
NNil
Iteration 13: 3263 of 10000
Reshape
~>
Concat
Trivial
Concat
Pad
~>
| ### | | # | ###
| ### | | .## | ###
| ### | | ### | ###
~>
NNil
Pad
~>
| | | ..### | | . ## | - | |
| | | ### | | # | - # | | .
| =-. | | ##### | | -# | -## | | - -
| =--- | | ##### | | # ## | ### | |
| -.-. | | ##### | | # ## | ### | |
~>
NNil
~>
NNil
~>
Pooling
~>
Relu
~>
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| |
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Pad
~>
| | | |
| | | |
| | | |
~>
NNil
Pad
~>
| | | | | | | | . |
| | | .. | | | | | -. |
| | | . | | | | . | |
| | .. | . - | | | | | |
| | | . | | | | . | . | .
~>
NNil
~>
NNil
~>
Crop
~>
Pooling
~>
Relu
~>
Reshape
~>
FullyConnected
~>
Logit
~>
NNil
~>
FullyConnected
~>
Logit
~>
NNil
~>
NNil
Iteration 14: 3312 of 10000
Reshape
~>
Concat
Trivial
Concat
Pad
~>
| ### | | # | ###
| ### | | .## | ###
| ### | | ### | ###
~>
NNil
Pad
~>
| | | ..### | | ## | - | |
| | | ..### | | # | - # | | .
| =-. | | ##### | | -# | -## | | - -
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| ..-. | | ##### | | # ## | ### | |
~>
NNil
~>
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~>
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~>
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~>
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| |
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~>
| | | |
| | | |
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~>
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Pad
~>
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| | | .. | | | | | .. |
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~>
NNil
~>
NNil
~>
Crop
~>
Pooling
~>
Relu
~>
Reshape
~>
FullyConnected
~>
Logit
~>
NNil
~>
FullyConnected
~>
Logit
~>
NNil
~>
NNil
Iteration 15: 2163 of 10000
Raw
shakespeare_results.txt
$~/Documents/grenade/examples/dist/build/shakespeare$ ./shakespeare ~/Downloads/input.txt
TRAINING STEP WITH SIZE: 50
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TRAINING STEP WITH SIZE: 50
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TRAINING STEP WITH SIZE: 50
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TRAINING STEP WITH SIZE: 50
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TRAINING STEP WITH SIZE: 50
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TRAINING STEP WITH SIZE: 50
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TRAINING STEP WITH SIZE: 50
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TRAINING STEP WITH SIZE: 50
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TRAINING STEP WITH SIZE: 50
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