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737 Commits

Author SHA1 Message Date
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
Jim Martens cf43f81053 Exchanged keras for tensorflow 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-05 15:52:35 +01:00
Jim Martens b59e5478c7 Merge branch '1' of 2martens/masterthesis into master 2019-02-05 14:10:34 +01:00
Jim Martens 3396d00e0a [#1] Added setup.py file 
Closes #1

Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-05 13:37:47 +01:00
Jim Martens 2caa6bc8f9 Added empty python packages 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-04 16:52:42 +01:00
Jim Martens 5d7613f9e8 Added editorconfig 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-04 16:23:13 +01:00
Jim Martens 227a1c9d8b Added src directory 
Signed-off-by: Jim Martens <github@2martens.de>
 2019-02-04 16:09:25 +01:00
Jim Martens ac9001f0bf Initial commit 2018-11-27 14:45:31 +01:00