Nisha Muktewar 
								
							 
						 
						
							
							
							
							
								
							
							
								bf25d2de72 
								
							 
						 
						
							
							
								
								Patch to improve error message when the target (label) value starts at 0 ( #1049 )  
							
							 
							
							... 
							
							
							
							* Changes to SpatialConvolution.scala to avoid divide by 0 error
* reversing changes
* Update error mesg when target value starts at 0 
							
						 
						
							2017-06-21 13:21:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ian Wong 
								
							 
						 
						
							
							
							
							
								
							
							
								016b668171 
								
							 
						 
						
							
							
								
								Support Tensorflow model file read/write ( #800 )  
							
							 
							
							... 
							
							
							
							* nn refactor
* nn refactor
* fix code style issue
* change back the layers
* code refactor
* change tests to automatic test
* add more test for model save
* remove some useless unit test
* add more save test
* add more writer test
* rnn test case automation
* refine save test
* refine save unit test
* remove NHWC
* meet code review
* meet code review
* use MulConst in MulTF
* add a flatten node for tf 1.1
* fix code style and failed unit test
* mv tf model layers to another package
* add a python example to show how to define model in tensorflow and run in BigDL
* move tf example python code to example folder
* Add backward test in LeNet and AlexNet (#19 )
* add unit test of lenet backward
* add some print
* add backward test in lenet and alexnet
* seperate testModel into forward and backward methods 
							
						 
						
							2017-06-21 12:50:17 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yan Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								9e94774514 
								
							 
						 
						
							
							
								
								using set instead of copy for output and gradInput ( #1028 )  
							
							 
							
							... 
							
							
							
							* using set instead of copy for output and gradInput
define private method
* revise set method
* add condition before set method
* grammar revision
* set cellAppendStartIdx to cells.length
* GRU, last layer CAddTable(false) 
							
						 
						
							2017-06-20 14:41:51 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									li,zhichao 
								
							 
						 
						
							
							
							
							
								
							
							
								5cf02b6bc0 
								
							 
						 
						
							
							
								
								Fix HardShrink factory method ( #1025 )  
							
							 
							
							... 
							
							
							
							* fix HardShrink factory
* update unittest 
							
						 
						
							2017-06-16 11:26:39 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									qiuxin2012 
								
							 
						 
						
							
							
							
							
								
							
							
								98535688fe 
								
							 
						 
						
							
							
								
								fix concat return incorrect result when output is 1D  
							
							 
							
							
							
						 
						
							2017-06-15 16:43:46 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									zhangxiaoli73 
								
							 
						 
						
							
							
							
							
								
							
							
								c67f7f4a76 
								
							 
						 
						
							
							
								
								unchange Euclidean input ( #991 )  
							
							 
							
							
							
						 
						
							2017-06-09 16:37:50 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									yangw 
								
							 
						 
						
							
							
							
							
								
							
							
								54c1021b0d 
								
							 
						 
						
							
							
								
								add python api  
							
							 
							
							
							
						 
						
							2017-06-08 22:39:22 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xianyan 
								
							 
						 
						
							
							
							
							
								
							
							
								c58a6ab420 
								
							 
						 
						
							
							
								
								refactor smoothL1Criterion and fix tensor storage usage ( #986 )  
							
							 
							
							... 
							
							
							
							* refactor smoothL1Criterion and fix tensor storage usage 
							
						 
						
							2017-06-08 12:36:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									zhangxiaoli73 
								
							 
						 
						
							
							
							
							
								
							
							
								970763f895 
								
							 
						 
						
							
							
								
								delete useless CriterionTable ( #981 )  
							
							 
							
							
							
						 
						
							2017-06-08 09:51:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Ian Wong 
								
							 
						 
						
							
							
							
							
								
							
							
								17349e48d9 
								
							 
						 
						
							
							
								
								some new layer and existing layer refactor ( #957 )  
							
							 
							
							... 
							
							
							
							* nn refactor
* fix code style issue
* add python api
* change back the layers 
							
						 
						
							2017-06-07 19:10:34 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yang Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								f6afb611b0 
								
							 
						 
						
							
							
								
								refactor InitializationMethod ( #960 )  
							
							 
							
							... 
							
							
							
							* refactor init
* fix test
* address some comments
* fix tests
* add trait
* fix tests 
							
						 
						
							2017-06-07 18:08:12 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Fu Zhouwang 
								
							 
						 
						
							
							
							
							
								
							
							
								1342865e4d 
								
							 
						 
						
							
							
								
								Add isTensor and isTable method in Activity with additional test cases ( #980 )  
							
							 
							
							... 
							
							
							
							* Add isTensor and isTable method in Activity
* fix sytle in comment 
							
						 
						
							2017-06-07 15:08:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xianyan 
								
							 
						 
						
							
							
							
							
								
							
							
								8437b7b12c 
								
							 
						 
						
							
							
								
								change SelectTable from Container to AbstractModule ( #977 )  
							
							 
							
							
							
						 
						
							2017-06-07 09:44:31 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									zhangxiaoli73 
								
							 
						 
						
							
							
							
							
								
							
							
								65afa653be 
								
							 
						 
						
							
							
								
								fix add bug ( #968 )  
							
							 
							
							
							
						 
						
							2017-06-06 15:34:20 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yan Wan 
								
							 
						 
						
							
							
							
							
								
							
							
								7b9e5cbd15 
								
							 
						 
						
							
							
								
								share memory in CAddTable for LSTM, GRU, SimpleRNN ( #855 )  
							
							 
							
							... 
							
							
							
							* share memory in CAddTable for LSTM, GRU, SimpleRNN; share memory for Reverse layer
* revise javadoc
* revert GRU
* set default inPlace value to be false in Reverse layer 
							
						 
						
							2017-06-06 14:52:08 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									qiuxin2012 
								
							 
						 
						
							
							
							
							
								
							
							
								776009b736 
								
							 
						 
						
							
							
								
								fix BCECriterion  
							
							 
							
							
							
						 
						
							2017-06-05 16:06:24 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									jenniew 
								
							 
						 
						
							
							
							
							
								
							
							
								9c39513289 
								
							 
						 
						
							
							
								
								add tensor size info when requirement failed ( #942 )  
							
							 
							
							... 
							
							
							
							* add tensor size info when requirement failed
* add layer info when requirement fail 
							
						 
						
							2017-06-01 06:37:49 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								fc15ce4521 
								
							 
						 
						
							
							
								
								fix bug in Concat layer and Add backward to ConcatTable ( #902 )  
							
							 
							
							
							
						 
						
							2017-05-25 10:48:32 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									qiuxin2012 
								
							 
						 
						
							
							
							
							
								
							
							
								00d473811a 
								
							 
						 
						
							
							
								
								fix ConcatTable.clearState() don't clear gradInput when gradInput is a table  
							
							 
							
							
							
						 
						
							2017-05-25 10:42:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JerryYanWan 
								
							 
						 
						
							
							
							
							
								
							
							
								52cc3d2fbe 
								
							 
						 
						
							
							
								
								linear; initialize gradWeight when running backward  
							
							 
							
							
							
						 
						
							2017-05-24 12:57:55 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									li,zhichao 
								
							 
						 
						
							
							
							
							
								
							
							
								e1d987f458 
								
							 
						 
						
							
							
								
								Refine model name ( #912 )  
							
							 
							
							... 
							
							
							
							* refine model name
* add printName
* style 
							
						 
						
							2017-05-19 14:23:19 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									seaofocean 
								
							 
						 
						
							
							
							
							
								
							
							
								ba1f202d8b 
								
							 
						 
						
							
							
								
								fix the bug of SpatialDilatedConvolution  
							
							 
							
							
							
						 
						
							2017-05-19 12:39:35 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									SujieZhu 
								
							 
						 
						
							
							
							
							
								
							
							
								446e774c01 
								
							 
						 
						
							
							
								
								fix the Squeeze layer for multi dimension  
							
							 
							
							
							
						 
						
							2017-05-18 16:58:11 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xianyan 
								
							 
						 
						
							
							
							
							
								
							
							
								16eafb4e52 
								
							 
						 
						
							
							
								
								fix bug of CMul and CAdd when getParameters is called ( #872 )  
							
							 
							
							
							
						 
						
							2017-05-11 14:40:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									jenniew 
								
							 
						 
						
							
							
							
							
								
							
							
								d7d1f3875a 
								
							 
						 
						
							
							
								
								Merge branch 'master' of  https://github.com/intel-analytics/BigDL  into set_weights  
							
							 
							
							
							
						 
						
							2017-05-09 12:32:07 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									jenniew 
								
							 
						 
						
							
							
							
							
								
							
							
								6c7506541e 
								
							 
						 
						
							
							
								
								update style and set/get weights method name  
							
							 
							
							... 
							
							
							
							remove not used import 
							
						 
						
							2017-05-09 12:30:44 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao Zhang 
								
							 
						 
						
							
							
							
							
								
							
							
								6548dcd66e 
								
							 
						 
						
							
							
								
								Support layerwise, weight-bias separated and multiple sorts (L1, L2 and others) of regularization ( #714 )  
							
							 
							
							... 
							
							
							
							* make linear layerwise regurization work
* add regularizer option to layers with weights
fix a bug
* new version
* include accRegularization in  accGradparameters
* meet code review
* add layerwise regualrization performance tests
* fix to meet code review
* make Regularizer.isRegularized private and optimize L1 regularization implementation
* fix jenkins tests failed
* change l1 implementation
* improve layerwise regularization performance test
* improve layerwise regularization performance test
* delete layerwise regularization perform test 
							
						 
						
							2017-05-08 16:26:52 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									jenniew 
								
							 
						 
						
							
							
							
							
								
							
							
								3e6e055cdc 
								
							 
						 
						
							
							
								
								merge master  
							
							 
							
							
							
						 
						
							2017-05-05 13:34:15 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									jenniew 
								
							 
						 
						
							
							
							
							
								
							
							
								708cbe73f2 
								
							 
						 
						
							
							
								
								set weights per layer  
							
							 
							
							... 
							
							
							
							remove return value of set weights
update setWeights in scala side and add negative test case
update setweights 
							
						 
						
							2017-05-05 12:54:44 -07:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yiheng Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								75c96b523d 
								
							 
						 
						
							
							
								
								revise Graph and DirectedGraph  
							
							 
							
							
							
						 
						
							2017-05-05 15:28:54 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Xianyan 
								
							 
						 
						
							
							
							
							
								
							
							
								442ea61112 
								
							 
						 
						
							
							
								
								add VolumetricMaxPooling ( #829 )  
							
							 
							
							... 
							
							
							
							* add VolumetricMaxPooling 
							
						 
						
							2017-04-28 17:30:42 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									yangw 
								
							 
						 
						
							
							
							
							
								
							
							
								bd61037ded 
								
							 
						 
						
							
							
								
								update biRecurrent and add adam optim method in python api  
							
							 
							
							
							
						 
						
							2017-04-26 14:07:02 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yiheng Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								27b8319723 
								
							 
						 
						
							
							
								
								refactor squeeze layer  
							
							 
							
							
							
						 
						
							2017-04-26 13:58:18 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									seaofocean 
								
							 
						 
						
							
							
							
							
								
							
							
								57bcf13300 
								
							 
						 
						
							
							
								
								add 4d normalize support  
							
							 
							
							
							
						 
						
							2017-04-25 15:17:28 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									seaofocean 
								
							 
						 
						
							
							
							
							
								
							
							
								080d726bd8 
								
							 
						 
						
							
							
								
								remove unnecessary clone in FlattenTable  
							
							 
							
							
							
						 
						
							2017-04-25 15:17:07 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									zhangli 
								
							 
						 
						
							
							
							
							
								
							
							
								3e95bab852 
								
							 
						 
						
							
							
								
								add docs for lookuptable  
							
							 
							
							
							
						 
						
							2017-04-25 14:58:04 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									seaofocean 
								
							 
						 
						
							
							
							
							
								
							
							
								2d917167fd 
								
							 
						 
						
							
							
								
								assign updateOutput return value to output  
							
							 
							
							
							
						 
						
							2017-04-25 13:23:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									plrectco 
								
							 
						 
						
							
							
							
							
								
							
							
								3c3bae9361 
								
							 
						 
						
							
							
								
								change some vars to vals  
							
							 
							
							
							
						 
						
							2017-04-21 12:24:25 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									zhangli 
								
							 
						 
						
							
							
							
							
								
							
							
								069c023a50 
								
							 
						 
						
							
							
								
								add evaluator  
							
							 
							
							
							
						 
						
							2017-04-21 10:44:27 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JerryYanWan 
								
							 
						 
						
							
							
							
							
								
							
							
								c225959f28 
								
							 
						 
						
							
							
								
								revise Parallel to serial in spec  
							
							 
							
							... 
							
							
							
							gradient check for DiceCoefficient 
							
						 
						
							2017-04-20 12:55:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									JerryYanWan 
								
							 
						 
						
							
							
							
							
								
							
							
								790c2569c6 
								
							 
						 
						
							
							
								
								support DiceCoefficient  
							
							 
							
							
							
						 
						
							2017-04-20 12:55:44 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yiheng Wang 
								
							 
						 
						
							
							
							
							
								
							
							
								ee6adf0813 
								
							 
						 
						
							
							
								
								checkin graph  
							
							 
							
							
							
						 
						
							2017-04-18 10:23:16 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									seaofocean 
								
							 
						 
						
							
							
							
							
								
							
							
								1ecfdad0c2 
								
							 
						 
						
							
							
								
								add VolumetricConvolution  
							
							 
							
							
							
						 
						
							2017-04-14 14:49:56 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao 
								
							 
						 
						
							
							
							
							
								
							
							
								8fa9229208 
								
							 
						 
						
							
							
								
								add more comments  
							
							 
							
							
							
						 
						
							2017-04-12 03:16:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao 
								
							 
						 
						
							
							
							
							
								
							
							
								d14969f7d8 
								
							 
						 
						
							
							
								
								add dropout to lstmPeepwhole  
							
							 
							
							
							
						 
						
							2017-04-12 03:16:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao 
								
							 
						 
						
							
							
							
							
								
							
							
								d6215bff3d 
								
							 
						 
						
							
							
								
								add more docuemnts to Cell class  
							
							 
							
							
							
						 
						
							2017-04-12 03:16:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao 
								
							 
						 
						
							
							
							
							
								
							
							
								6e6262d58c 
								
							 
						 
						
							
							
								
								remove isLazy and flag from Dropout and add isResampleing  
							
							 
							
							... 
							
							
							
							meet review 
							
						 
						
							2017-04-12 03:16:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao 
								
							 
						 
						
							
							
							
							
								
							
							
								c6de79c903 
								
							 
						 
						
							
							
								
								fix a bug for droput when input is not contiguous  
							
							 
							
							
							
						 
						
							2017-04-12 03:16:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao 
								
							 
						 
						
							
							
							
							
								
							
							
								8efdb5c653 
								
							 
						 
						
							
							
								
								Add test of recurrent dropout  
							
							 
							
							
							
						 
						
							2017-04-12 03:16:15 +08:00  
						
						
							 
							
							
								 
							 
							
						 
					 
				
					
						
							
								
								
									 
									Yao 
								
							 
						 
						
							
							
							
							
								
							
							
								db5a34b780 
								
							 
						 
						
							
							
								
								add comments to Dropout  
							
							 
							
							
							
						 
						
							2017-04-12 03:16:15 +08:00