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NEWS_DEV.txt
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NEWS_DEV.txt
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.. _NEWS_DEV:
===================
DRAFT Release Notes
===================
git log -p rel-0.8.0... |grep Merge|grep '#[0123456789]' |cut -f 8 -d ' ' | sed 's\#\* https://github.com/Theano/Theano/pull/\'
# Commit count per user
git shortlog -sn rel-0.8.0..
# docker?
Highlight:
Computation and compilation speed up
Multi-cores convolution and pooling on CPU
More numerical stability by default for some graph.
New 3d convolution and pooling interface
CuDNN: 5.1, batch normalization, RNN
Dilated convolution
Multiple-GPU, synchrone update (via platoon, use NCCL)
Partial function evaluation
Add gradient of solve, tensorinv (CPU), tensorsolve (CPU) searchsorted (CPU)
Add Multinomial Without Replacement
Pooling parameters can change at run time
Jenkins (gpu tests run on PR in addition to daily buildbot)
Add DownsampleFactorMaxGradGrad.grad
Better Python 3.5 support
Mac, Windows new versions fixes
More Rop support
More stack trace in error message
Speed up cholesky grad
conv3d2d support full and half mode
indexing support ellipsis a[..., 3], a[1,...,3]
Details
Doc/error message fixes/updtes
GpuJoin support negative axis.
Move softsign out of sandbox to theano.tensor.nnet.softsign
norm(keepdims) param added
Add flag profiling.ignore_first_call
More op in the new back-end.
Crash fixes
More graph optimizations
tensor5, dtensor5...
compiledir_format support device
make scan grad more deterministic.
Add support for space in path
Roll make the shift be modulo the size of the axis we roll on
ALL THE PR BELLOW HAVE BEEN CHECKED
* https://github.com/Theano/Theano/pull/5001
* https://github.com/Theano/Theano/pull/5002
* https://github.com/Theano/Theano/pull/4984
* https://github.com/Theano/Theano/pull/4997
* https://github.com/Theano/Theano/pull/4991
* https://github.com/Theano/Theano/pull/4995
* https://github.com/Theano/Theano/pull/4985
* https://github.com/Theano/Theano/pull/4972
* https://github.com/Theano/Theano/pull/4986
* https://github.com/Theano/Theano/pull/4976
* https://github.com/Theano/Theano/pull/4951
* https://github.com/Theano/Theano/pull/4983
* https://github.com/Theano/Theano/pull/4977
* https://github.com/Theano/Theano/pull/4968
* https://github.com/Theano/Theano/pull/4924
* https://github.com/Theano/Theano/pull/4971
* https://github.com/Theano/Theano/pull/4876
* https://github.com/Theano/Theano/pull/4967
* https://github.com/Theano/Theano/pull/4966
* https://github.com/Theano/Theano/pull/4964
* https://github.com/Theano/Theano/pull/4965
* https://github.com/Theano/Theano/pull/4932
* https://github.com/Theano/Theano/pull/4958
* https://github.com/Theano/Theano/pull/4953
* https://github.com/Theano/Theano/pull/4957
* https://github.com/Theano/Theano/pull/4956
* https://github.com/Theano/Theano/pull/4954
* https://github.com/Theano/Theano/pull/4949
* https://github.com/Theano/Theano/pull/4950
* https://github.com/Theano/Theano/pull/4937
* https://github.com/Theano/Theano/pull/4911
* https://github.com/Theano/Theano/pull/4947
* https://github.com/Theano/Theano/pull/4944
* https://github.com/Theano/Theano/pull/4925
* https://github.com/Theano/Theano/pull/4941
* https://github.com/Theano/Theano/pull/4934
* https://github.com/Theano/Theano/pull/4750
* https://github.com/Theano/Theano/pull/4756
* https://github.com/Theano/Theano/pull/4930
* https://github.com/Theano/Theano/pull/4923
* https://github.com/Theano/Theano/pull/4920
* https://github.com/Theano/Theano/pull/4529
* https://github.com/Theano/Theano/pull/4906
* https://github.com/Theano/Theano/pull/4913
* https://github.com/Theano/Theano/pull/4894
* https://github.com/Theano/Theano/pull/4898
* https://github.com/Theano/Theano/pull/4773
* https://github.com/Theano/Theano/pull/4886
* https://github.com/Theano/Theano/pull/4681
* https://github.com/Theano/Theano/pull/4888
* https://github.com/Theano/Theano/pull/4901
* https://github.com/Theano/Theano/pull/4814
* https://github.com/Theano/Theano/pull/4810
* https://github.com/Theano/Theano/pull/4893
* https://github.com/Theano/Theano/pull/4891
* https://github.com/Theano/Theano/pull/4772
* https://github.com/Theano/Theano/pull/4883
* https://github.com/Theano/Theano/pull/4874
* https://github.com/Theano/Theano/pull/4852
* https://github.com/Theano/Theano/pull/4881
* https://github.com/Theano/Theano/pull/4873
* https://github.com/Theano/Theano/pull/4871
* https://github.com/Theano/Theano/pull/4872
* https://github.com/Theano/Theano/pull/4870
* https://github.com/Theano/Theano/pull/4865
* https://github.com/Theano/Theano/pull/4843
* https://github.com/Theano/Theano/pull/4831
* https://github.com/Theano/Theano/pull/4867
* https://github.com/Theano/Theano/pull/4846
* https://github.com/Theano/Theano/pull/4866
* https://github.com/Theano/Theano/pull/4864
* https://github.com/Theano/Theano/pull/4861
* https://github.com/Theano/Theano/pull/4853
* https://github.com/Theano/Theano/pull/4856
* https://github.com/Theano/Theano/pull/4855
* https://github.com/Theano/Theano/pull/4848
* https://github.com/Theano/Theano/pull/4824
* https://github.com/Theano/Theano/pull/4835
* https://github.com/Theano/Theano/pull/4838
* https://github.com/Theano/Theano/pull/4841
* https://github.com/Theano/Theano/pull/4842
* https://github.com/Theano/Theano/pull/4826
* https://github.com/Theano/Theano/pull/4798
* https://github.com/Theano/Theano/pull/4830
* https://github.com/Theano/Theano/pull/4821
* https://github.com/Theano/Theano/pull/4808
* https://github.com/Theano/Theano/pull/4822
* https://github.com/Theano/Theano/pull/4820
* https://github.com/Theano/Theano/pull/4804
* https://github.com/Theano/Theano/pull/4815
* https://github.com/Theano/Theano/pull/4806
* https://github.com/Theano/Theano/pull/4802
* https://github.com/Theano/Theano/pull/4788
* https://github.com/Theano/Theano/pull/4799
* https://github.com/Theano/Theano/pull/4669
* https://github.com/Theano/Theano/pull/4768
* https://github.com/Theano/Theano/pull/4769
* https://github.com/Theano/Theano/pull/4771
* https://github.com/Theano/Theano/pull/4764
* https://github.com/Theano/Theano/pull/4757
* https://github.com/Theano/Theano/pull/4747
* https://github.com/Theano/Theano/pull/4743
* https://github.com/Theano/Theano/pull/4737
* https://github.com/Theano/Theano/pull/4733
* https://github.com/Theano/Theano/pull/4725
* https://github.com/Theano/Theano/pull/4726
* https://github.com/Theano/Theano/pull/4683
* https://github.com/Theano/Theano/pull/4570
* https://github.com/Theano/Theano/pull/4712
* https://github.com/Theano/Theano/pull/4716
* https://github.com/Theano/Theano/pull/4654
* https://github.com/Theano/Theano/pull/4694
* https://github.com/Theano/Theano/pull/4691
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* https://github.com/Theano/Theano/pull/4591
* https://github.com/Theano/Theano/pull/4701
* https://github.com/Theano/Theano/pull/4678
* https://github.com/Theano/Theano/pull/4587
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* https://github.com/Theano/Theano/pull/4376
* https://github.com/Theano/Theano/pull/4605
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* https://github.com/Theano/Theano/pull/4593
* https://github.com/Theano/Theano/pull/4440
* https://github.com/Theano/Theano/pull/4578
* https://github.com/Theano/Theano/pull/4577
* https://github.com/Theano/Theano/pull/4567
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* https://github.com/Theano/Theano/pull/4472
* https://github.com/Theano/Theano/pull/4467
* https://github.com/Theano/Theano/pull/4470
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* https://github.com/Theano/Theano/pull/4473
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* https://github.com/Theano/Theano/pull/4443
* https://github.com/Theano/Theano/pull/4450
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* https://github.com/Theano/Theano/pull/4422
* https://github.com/Theano/Theano/pull/4413
* https://github.com/Theano/Theano/pull/4418
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* https://github.com/Theano/Theano/pull/4410
* https://github.com/Theano/Theano/pull/4343
* https://github.com/Theano/Theano/pull/4415
* https://github.com/Theano/Theano/pull/4414
* https://github.com/Theano/Theano/pull/4401
* https://github.com/Theano/Theano/pull/4367
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* https://github.com/Theano/Theano/pull/4408
* https://github.com/Theano/Theano/pull/4407
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* https://github.com/Theano/Theano/pull/4370
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* https://github.com/Theano/Theano/pull/4381
* https://github.com/Theano/Theano/pull/4263
* https://github.com/Theano/Theano/pull/4375
* https://github.com/Theano/Theano/pull/4374
* https://github.com/Theano/Theano/pull/4290
* https://github.com/Theano/Theano/pull/4373
* https://github.com/Theano/Theano/pull/4366
* https://github.com/Theano/Theano/pull/4362
* https://github.com/Theano/Theano/pull/4363
* https://github.com/Theano/Theano/pull/4344
* https://github.com/Theano/Theano/pull/4335
* https://github.com/Theano/Theano/pull/4330
* https://github.com/Theano/Theano/pull/4324
* https://github.com/Theano/Theano/pull/4340
* https://github.com/Theano/Theano/pull/4336
* https://github.com/Theano/Theano/pull/4327
* https://github.com/Theano/Theano/pull/4333
* https://github.com/Theano/Theano/pull/4301
* https://github.com/Theano/Theano/pull/4310
* https://github.com/Theano/Theano/pull/4309
* https://github.com/Theano/Theano/pull/4298
* https://github.com/Theano/Theano/pull/4256
* https://github.com/Theano/Theano/pull/4287
* https://github.com/Theano/Theano/pull/4288
* https://github.com/Theano/Theano/pull/4286
* https://github.com/Theano/Theano/pull/3983
* https://github.com/Theano/Theano/pull/4246
* https://github.com/Theano/Theano/pull/3758
* https://github.com/Theano/Theano/pull/4285
* https://github.com/Theano/Theano/pull/4278
* https://github.com/Theano/Theano/pull/4216
* https://github.com/Theano/Theano/pull/4273
* https://github.com/Theano/Theano/pull/4281
* https://github.com/Theano/Theano/pull/4245
* https://github.com/Theano/Theano/pull/4250
* https://github.com/Theano/Theano/pull/4235
* https://github.com/Theano/Theano/pull/4260
Theano Development version
==========================
NEWS.txt: