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Title: Layers phase 1 by JimClarke5 · Pull Request #318 · tensorflow/java · GitHub

Open Graph Title: Layers phase 1 by JimClarke5 · Pull Request #318 · tensorflow/java

X Title: Layers phase 1 by JimClarke5 · Pull Request #318 · tensorflow/java

Description: These are the first set of model layers, fairly simple ones without back propagation. I have also revamped the TestSession, GraphTestSession and EagerTestSession to use lambdas for common operations between the Graph and Eager modes. This will need to be updated with #272, "Tensor.dataToString" when that is merged. This PR supersedes #65, "Adding layers (based on keras) supporting multiple outputs" This PR is dependent on PRs #255 "Framework Ops", and #191 "TensorFormat enum". I temporary created a copy of TensorFormat until #191 is merged. The layers framework supports multiple inputs and outputs, but some layers are restricted to single input/output by design, (e.g. Dense). SequentialLayersTest tests chaining layers together like in the Sequential Model.

Open Graph Description: These are the first set of model layers, fairly simple ones without back propagation. I have also revamped the TestSession, GraphTestSession and EagerTestSession to use lambdas for common operation...

X Description: These are the first set of model layers, fairly simple ones without back propagation. I have also revamped the TestSession, GraphTestSession and EagerTestSession to use lambdas for common operation...

Opengraph URL: https://github.com/tensorflow/java/pull/318

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Show all changes 49 commits https://github.com/tensorflow/java/pull/318/files
c57a2e7 Merge pull request #3 from tensorflow/master JimClarke5 Oct 8, 2020 https://github.com/tensorflow/java/pull/318/commits/c57a2e741b23569d4b1ad33e18404dbe0dc814dc
09fc07e Merge pull request #4 from tensorflow/master JimClarke5 Oct 27, 2020 https://github.com/tensorflow/java/pull/318/commits/09fc07e8a5b20485c49639317cabb9fbd51bbe1c
a99dcb4 Merge pull request #5 from tensorflow/master JimClarke5 Nov 17, 2020 https://github.com/tensorflow/java/pull/318/commits/a99dcb4b6c7f36a5a9fd328861accb841a704d8a
ba294ea Merge pull request #6 from tensorflow/master JimClarke5 Nov 19, 2020 https://github.com/tensorflow/java/pull/318/commits/ba294eac8337e701f0e0361c4558bdcf5ffd9a5b
04f419a Merge pull request #7 from tensorflow/master JimClarke5 Dec 30, 2020 https://github.com/tensorflow/java/pull/318/commits/04f419a4dd5348d18564e7adfaf790a1ad2be037
02e7ebf Merge pull request #8 from tensorflow/master JimClarke5 Jan 29, 2021 https://github.com/tensorflow/java/pull/318/commits/02e7ebfaa5ff766b61dee8442c2ba9789db15045
e0c9ed8 Merge pull request #9 from tensorflow/master JimClarke5 Feb 1, 2021 https://github.com/tensorflow/java/pull/318/commits/e0c9ed8c1f8cf2962d9b8a549d5baa4bf65af9e6
5b0374b Merge pull request #10 from tensorflow/master JimClarke5 Feb 11, 2021 https://github.com/tensorflow/java/pull/318/commits/5b0374b143ae44ab290ab4375b2871f1fd089426
e038bbd Merge pull request #11 from tensorflow/master JimClarke5 Feb 23, 2021 https://github.com/tensorflow/java/pull/318/commits/e038bbdc506ebbb1245363707ab47f8f41c7e123
def3051 Merge pull request #13 from tensorflow/master JimClarke5 Mar 3, 2021 https://github.com/tensorflow/java/pull/318/commits/def305153ddf95ce094694d6317ef75bd42dd1ef
11748ae Merge pull request #15 from tensorflow/master JimClarke5 Mar 21, 2021 https://github.com/tensorflow/java/pull/318/commits/11748aeb6afcfe69526ff635aa256b28f5c6c0d1
dc94953 Moved high level tf.nn ops to framework. JimClarke5 Mar 26, 2021 https://github.com/tensorflow/java/pull/318/commits/dc94953db2b884fdc8d0208cf01a5e4231b3c332
1878b60 Added FrameworkOps analogous to Ops. JimClarke5 Mar 26, 2021 https://github.com/tensorflow/java/pull/318/commits/1878b609d82996c3376b28c5d1e7338dfc6e80f1
9225a48 Added FrameworkOps analogous to Ops. JimClarke5 Mar 27, 2021 https://github.com/tensorflow/java/pull/318/commits/9225a48b7119f0fdc163deee9fe15607708a18ca
caab79b Move l2Normalize to MathOps JimClarke5 Mar 27, 2021 https://github.com/tensorflow/java/pull/318/commits/caab79bf3c58344bdf675087a25dac399e837462
bd072f4 Reformat code, fix javadocs JimClarke5 Mar 27, 2021 https://github.com/tensorflow/java/pull/318/commits/bd072f4c56b05c007e91ffe68a025b6a0cf03f77
a9412ea Merge pull request #16 from tensorflow/master JimClarke5 Apr 9, 2021 https://github.com/tensorflow/java/pull/318/commits/a9412ea5e51b2555878f83e7614d2bf1a1f87abd
d29262b Add confusionMatrix() method. add Unit test JimClarke5 Apr 16, 2021 https://github.com/tensorflow/java/pull/318/commits/d29262b5a3169b6ac7f58890661138910ef6ac4f
2ff8dfe Merge pull request #17 from tensorflow/master JimClarke5 Apr 22, 2021 https://github.com/tensorflow/java/pull/318/commits/2ff8dfee6a88d25fdbd5627ee14ccc1403bee422
ee5e38a Merge pull request #18 from tensorflow/master JimClarke5 May 1, 2021 https://github.com/tensorflow/java/pull/318/commits/ee5e38a17c9f6797df276c422000e6ff0d82294b
26394d6 Merge pull request #19 from tensorflow/master JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/26394d69a74b43d46b424046337e82899b1e8e0e
e0a4a26 Moved high level tf.nn ops to framework. JimClarke5 Mar 26, 2021 https://github.com/tensorflow/java/pull/318/commits/e0a4a26d3a90100311c45a686ef19e0f1ebdbf19
28db4df Added FrameworkOps analogous to Ops. JimClarke5 Mar 26, 2021 https://github.com/tensorflow/java/pull/318/commits/28db4df34beab9f73557145b2858aac8feb36fc0
ba24371 Added FrameworkOps analogous to Ops. JimClarke5 Mar 27, 2021 https://github.com/tensorflow/java/pull/318/commits/ba24371189a09094c2941540d65ce100c57caf5e
4d3f17c Move l2Normalize to MathOps JimClarke5 Mar 27, 2021 https://github.com/tensorflow/java/pull/318/commits/4d3f17cf4cff04dee66f2e00756d911eaf12e2bd
9e07483 Reformat code, fix javadocs JimClarke5 Mar 27, 2021 https://github.com/tensorflow/java/pull/318/commits/9e07483e233df90c0ec7be793b5c7f11700933bf
790bf35 Add confusionMatrix() method. add Unit test JimClarke5 Apr 16, 2021 https://github.com/tensorflow/java/pull/318/commits/790bf3517c93e975ea28f03b72b9b7a6d0dc2bde
b4ca97a Added linalg methods for matmul JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/b4ca97a025645a227aae7c306ab397a383f0a6d9
e83d26b add nn ops for sigmoidCrossEntropyWithLogits, softmaxCrossEntropyWith… JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/e83d26b6cb7e4d44616efb1df249a310cabaebe2
e4e65f2 Moved SetOps to FrameworkOps JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/e4e65f2a09ffb980cf0c6881f90369f9d87633f5
a2ed723 Added tensordot and reduceLogSumExp JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/a2ed723aa7fa040e58439e4e17b1799747a68001
be1fe66 Added frameworkOps for nn and linalg JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/be1fe6678c7e8d44fdb81d8bc47bba250c909b1f
7b51e7f Modified to use FrameworkOps JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/7b51e7fea5ae7e738c7360d4da6c8f7994266a96
f1c63c0 move nn.raw classes to nn in core, remove nn.raw JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/f1c63c049dcad74d7926f333f381f98a47416276
f4b75b9 Merge remote-tracking branch 'origin/Framework_Ops' into Framework_Ops JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/f4b75b91c9c1a2290b6bad2339ac45474ed2ca40
043654b Update FrameworkOps.java JimClarke5 May 2, 2021 https://github.com/tensorflow/java/pull/318/commits/043654b8448fe97a626cbddf678c7befbba3756d
06c28df Fix unusual regression error in confustion matrix. Needed to reduceA… JimClarke5 May 3, 2021 https://github.com/tensorflow/java/pull/318/commits/06c28df060a961f83a1ace310c5831010d5cd918
8f33d21 javadoc fixes JimClarke5 May 3, 2021 https://github.com/tensorflow/java/pull/318/commits/8f33d21c2a79fa554138cface5d771905ff597e8
198ea27 Initial checkin JimClarke5 Apr 26, 2021 https://github.com/tensorflow/java/pull/318/commits/198ea27f4e0a6e1c5b37f68a5c275adf4f4b5e6c
8497449 Initial checkin JimClarke5 Apr 26, 2021 https://github.com/tensorflow/java/pull/318/commits/84974495ea98a71427825ed6970b9547be581392
b95c750 Initial checkin JimClarke5 Apr 26, 2021 https://github.com/tensorflow/java/pull/318/commits/b95c7503b4aa909bd2301f0558bda7b314380c7c
bdcbb21 Initial checkin JimClarke5 May 1, 2021 https://github.com/tensorflow/java/pull/318/commits/bdcbb211ea086ab6554e28328da2acd4e9822055
056d3ec Initial checkin JimClarke5 May 6, 2021 https://github.com/tensorflow/java/pull/318/commits/056d3ecb0db4287be85d1d844c4ae1e08ece69cb
a653d33 Merge branch 'tensorflow:master' into master JimClarke5 May 6, 2021 https://github.com/tensorflow/java/pull/318/commits/a653d334d414c968bd510f11b600116283d58deb
749e8b3 Merge branch 'master' of https://github.com/JimClarke5/java into laye… JimClarke5 May 6, 2021 https://github.com/tensorflow/java/pull/318/commits/749e8b3be44c37e8651e99ddc1800fb5e2a8ee87
f621a88 changed tf.nn.raw to tf.nn based on Framework Ops change JimClarke5 May 6, 2021 https://github.com/tensorflow/java/pull/318/commits/f621a88eec9c623247da9304f5173abb979952ca
adb5a89 Refactor the 2d transpose that is common to softmax and logSoftmax. A… JimClarke5 May 10, 2021 https://github.com/tensorflow/java/pull/318/commits/adb5a89c1aacbc57e0762ea5e3a8bd062101a3cc
1ebe917 Reformat code JimClarke5 May 10, 2021 https://github.com/tensorflow/java/pull/318/commits/1ebe917056b4dfe77ef54a5b653cac55f172a55e
61673df Reformat code JimClarke5 May 10, 2021 https://github.com/tensorflow/java/pull/318/commits/61673dff90d7df94d746df3d61d79e2583bf6859
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NnOps.java https://github.com/tensorflow/java/pull/318/commits/dc94953db2b884fdc8d0208cf01a5e4231b3c332#diff-0e952a90f53220400049ebd2132164dbcec2f7f84a864c022ae4a40f9ec0d78a
NnRawOps.java https://github.com/tensorflow/java/pull/318/commits/dc94953db2b884fdc8d0208cf01a5e4231b3c332#diff-51459aef3333573e40c066c3fbdc39d9af8581f87e4ebd626f5c20eee3c52bd2
SoftmaxCrossEntropyWithLogits.java https://github.com/tensorflow/java/pull/318/commits/dc94953db2b884fdc8d0208cf01a5e4231b3c332#diff-3e80d68fb33f7a93f43fea3e7f2493da8e46babb260d0f27cec38ea0ae08bbe8
SparseSoftmaxCrossEntropyWithLogits.java https://github.com/tensorflow/java/pull/318/commits/dc94953db2b884fdc8d0208cf01a5e4231b3c332#diff-811f81fe008d7f980b18170a18f7a0795e65b11dad2a8779f29f31f47fc6a836
SigmoidCrossEntropyWithLogits.java https://github.com/tensorflow/java/pull/318/commits/dc94953db2b884fdc8d0208cf01a5e4231b3c332#diff-b6134602c6bada16421c278bb5acd96c03e04b47754cb01f0e66be3280e83e9d
SoftmaxCrossEntropyWithLogits.java https://github.com/tensorflow/java/pull/318/commits/dc94953db2b884fdc8d0208cf01a5e4231b3c332#diff-de2259c50124763d73f9cac15a681ecfb11d1df16f776af88e0cdbb37b8f10a9
SparseSoftmaxCrossEntropyWithLogits.java https://github.com/tensorflow/java/pull/318/commits/dc94953db2b884fdc8d0208cf01a5e4231b3c332#diff-2799905dfe6fba53b75b7ce776cf4babc26323db93ecc4b5f72b95863f82fad2
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