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Author SHA1 Message Date
Jim Martens
1d4f56e40d Improved docstrings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 17:12:41 +01:00
Jim Martens
028513b404 Renamed internal functions to make them protected 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 16:38:58 +01:00
Jim Martens
483cb4eb3e Removed obsolete function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 16:35:00 +01:00
Jim Martens
2d1fee8048 Moved training of epoch into separate function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 16:34:23 +01:00
Jim Martens
6f36aa7faf Added more parameters to checkpoint 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 15:45:27 +01:00
Jim Martens
658973d90d Added weights prefix to parameters 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 15:34:49 +01:00
Jim Martens
88ffd4f879 Moved dataset preparation into own function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 15:32:01 +01:00
Jim Martens
8e0a063759 Removed abspath usage in specifying checkpoint dir 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 15:03:47 +01:00
Jim Martens
279e848434 Fixed specification of checkpoint dir 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 14:59:50 +01:00
Jim Martens
720ff63c7d Updated saving of checkpoints 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 14:53:45 +01:00
Jim Martens
3c5f332880 Added saving of weights after each epoch 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 14:22:27 +01:00
Jim Martens
ec9b64a757 Prevented unnecessary early stops 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:51:41 +01:00
Jim Martens
948ef64423 Added formatting of decoder loss 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:41:09 +01:00
Jim Martens
a0094266b3 Added training iteration variable to train function 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:36:09 +01:00
Jim Martens
3bde913323 Extended early stopping with total loss 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:27:19 +01:00
Jim Martens
c19ff19820 Implemented early stopping 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 13:20:17 +01:00
Jim Martens
682e11b435 Added step values to image summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 12:41:10 +01:00
Jim Martens
d84b062bf9 Fixed image summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 12:36:36 +01:00
Jim Martens
01db450032 Added image summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 12:24:07 +01:00
Jim Martens
7adb703292 Removed the actual image saving and improved docstrings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 12:23:39 +01:00
Jim Martens
fc1aa20396 Improved saving location of summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 11:37:35 +01:00
Jim Martens
5ba3bc552f Removed caching of dataset 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 11:37:05 +01:00
Jim Martens
85d743c058 Added inlier class to saved weights 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 10:46:25 +01:00
Jim Martens
ce6cda5351 Added comments to give context to the folds 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 10:46:00 +01:00
Jim Martens
3f08c54679 Turned-off implicit summary saving at end of epoch 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 10:32:28 +01:00
Jim Martens
9d0f93689e Improved paths for saved model weights 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 09:07:33 +01:00
Jim Martens
cc5e7f89a2 Removed obsolete shuffling 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:51:43 +01:00
Jim Martens
2112e1dd0c Added summary writer 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:39:59 +01:00
Jim Martens
ab52f0feb0 Improved names of loss metrics 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:30:06 +01:00
Jim Martens
16e4aaa348 Fixed loss logging 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:29:01 +01:00
Jim Martens
758cdb5520 Moved to tf.data.Dataset API 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 08:28:41 +01:00
Jim Martens
d9cd24f769 Added verbosity flag 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 07:06:16 +01:00
Jim Martens
1041f24b99 Removed obsolete loss history code 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 07:01:38 +01:00
Jim Martens
4dda663e3b Added resetting the states of the metrics 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 06:59:57 +01:00
Jim Martens
a6e90e70b3 Added logging of loss values as summaries 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 06:51:40 +01:00
Jim Martens
65638974d3 Specified correct datatype for global step variable 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 06:48:13 +01:00
Jim Martens
8aee9817f0 Removed obsolete code 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 06:38:56 +01:00
Jim Martens
c82f5bf87c Fixed docstrings 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 06:38:27 +01:00
Jim Martens
14cb27afd7 Extracted training steps of models into separate functions 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 06:37:45 +01:00
Jim Martens
887435ddd7 Introduced global steps for each optimizer 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 05:55:19 +01:00
Jim Martens
bb76a51d76 Switched to keras binary_crossentropy loss 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-08 05:42:54 +01:00
Jim Martens
c52a3cdfb9 Added names and types to loss metrics 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 18:06:33 +01:00
Jim Martens
cce0975a13 Realized learning rate decay with variable 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 17:55:51 +01:00
Jim Martens
ebfa67abb0 Fixed saving loss history 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 17:55:24 +01:00
Jim Martens
abf52a88b0 Properly created global step 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 17:29:37 +01:00
Jim Martens
661e99c9f5 Added required __init__ file 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 16:58:50 +01:00
Jim Martens
bfc888389f Added missing dependencies and switched to GPU dependency 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 16:58:32 +01:00
Jim Martens
ecbfbf2a2a Added mnist training function for eager mode 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 16:57:45 +01:00
Jim Martens
d4dc705dfb Added utility functions to save prediction results as images 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 16:21:07 +01:00
Jim Martens
ca31ae2fbc Added mnist compatible models for AAE 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-07 15:58:24 +01:00