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Posted to commits@systemml.apache.org by du...@apache.org on 2017/04/01 01:42:40 UTC
[7/7] incubator-systemml git commit: [MINOR] Comments and whitespace
fixes.
[MINOR] Comments and whitespace fixes.
Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-systemml/commit/ac8ee2be
Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml/tree/ac8ee2be
Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml/diff/ac8ee2be
Branch: refs/heads/master
Commit: ac8ee2befb651ae89c481b63b4a8aa842585f7e4
Parents: 07039ca
Author: Mike Dusenberry <mw...@us.ibm.com>
Authored: Fri Mar 31 18:39:19 2017 -0700
Committer: Mike Dusenberry <mw...@us.ibm.com>
Committed: Fri Mar 31 18:39:19 2017 -0700
----------------------------------------------------------------------
.../staging/SystemML-NN/examples/mnist_lenet-predict.dml | 4 ++--
.../staging/SystemML-NN/examples/mnist_lenet-train.dml | 4 ++--
scripts/staging/SystemML-NN/examples/mnist_lenet.dml | 4 ++--
.../SystemML-NN/examples/mnist_softmax-predict.dml | 4 ++--
.../staging/SystemML-NN/examples/mnist_softmax-train.dml | 4 ++--
scripts/staging/SystemML-NN/examples/mnist_softmax.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/affine.dml | 11 ++++++-----
scripts/staging/SystemML-NN/nn/layers/batch_norm.dml | 6 +++---
scripts/staging/SystemML-NN/nn/layers/conv2d.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/conv2d_builtin.dml | 4 ++--
.../staging/SystemML-NN/nn/layers/cross_entropy_loss.dml | 6 +++---
scripts/staging/SystemML-NN/nn/layers/dropout.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/l1_loss.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/l1_reg.dml | 6 +++---
scripts/staging/SystemML-NN/nn/layers/l2_loss.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/l2_reg.dml | 6 +++---
scripts/staging/SystemML-NN/nn/layers/log_loss.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/lstm.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/max_pool2d.dml | 4 ++--
.../staging/SystemML-NN/nn/layers/max_pool2d_builtin.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/relu.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/rnn.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/sigmoid.dml | 4 ++--
scripts/staging/SystemML-NN/nn/layers/softmax.dml | 4 ++--
.../staging/SystemML-NN/nn/layers/spatial_batch_norm.dml | 6 +++---
scripts/staging/SystemML-NN/nn/layers/tanh.dml | 4 ++--
scripts/staging/SystemML-NN/nn/optim/adagrad.dml | 4 ++--
scripts/staging/SystemML-NN/nn/optim/adam.dml | 4 ++--
scripts/staging/SystemML-NN/nn/optim/rmsprop.dml | 4 ++--
scripts/staging/SystemML-NN/nn/optim/sgd.dml | 4 ++--
scripts/staging/SystemML-NN/nn/optim/sgd_momentum.dml | 4 ++--
scripts/staging/SystemML-NN/nn/optim/sgd_nesterov.dml | 4 ++--
scripts/staging/SystemML-NN/nn/test/conv2d_simple.dml | 4 ++--
scripts/staging/SystemML-NN/nn/test/grad_check.dml | 4 ++--
.../staging/SystemML-NN/nn/test/max_pool2d_simple.dml | 4 ++--
scripts/staging/SystemML-NN/nn/test/run_tests.dml | 4 ++--
scripts/staging/SystemML-NN/nn/test/test.dml | 4 ++--
scripts/staging/SystemML-NN/nn/test/util.dml | 4 ++--
scripts/staging/SystemML-NN/nn/util.dml | 4 ++--
39 files changed, 87 insertions(+), 86 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/examples/mnist_lenet-predict.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/examples/mnist_lenet-predict.dml b/scripts/staging/SystemML-NN/examples/mnist_lenet-predict.dml
index 775926c..51bb6f5 100644
--- a/scripts/staging/SystemML-NN/examples/mnist_lenet-predict.dml
+++ b/scripts/staging/SystemML-NN/examples/mnist_lenet-predict.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/examples/mnist_lenet-train.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/examples/mnist_lenet-train.dml b/scripts/staging/SystemML-NN/examples/mnist_lenet-train.dml
index c23029f..03c3467 100644
--- a/scripts/staging/SystemML-NN/examples/mnist_lenet-train.dml
+++ b/scripts/staging/SystemML-NN/examples/mnist_lenet-train.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/examples/mnist_lenet.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/examples/mnist_lenet.dml b/scripts/staging/SystemML-NN/examples/mnist_lenet.dml
index e2895b8..a261b41 100644
--- a/scripts/staging/SystemML-NN/examples/mnist_lenet.dml
+++ b/scripts/staging/SystemML-NN/examples/mnist_lenet.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/examples/mnist_softmax-predict.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/examples/mnist_softmax-predict.dml b/scripts/staging/SystemML-NN/examples/mnist_softmax-predict.dml
index 52f31fd..353efd1 100644
--- a/scripts/staging/SystemML-NN/examples/mnist_softmax-predict.dml
+++ b/scripts/staging/SystemML-NN/examples/mnist_softmax-predict.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/examples/mnist_softmax-train.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/examples/mnist_softmax-train.dml b/scripts/staging/SystemML-NN/examples/mnist_softmax-train.dml
index dff192e..fe3a9b2 100644
--- a/scripts/staging/SystemML-NN/examples/mnist_softmax-train.dml
+++ b/scripts/staging/SystemML-NN/examples/mnist_softmax-train.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/examples/mnist_softmax.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/examples/mnist_softmax.dml b/scripts/staging/SystemML-NN/examples/mnist_softmax.dml
index ee0d3cb..dc712f6 100644
--- a/scripts/staging/SystemML-NN/examples/mnist_softmax.dml
+++ b/scripts/staging/SystemML-NN/examples/mnist_softmax.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/affine.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/affine.dml b/scripts/staging/SystemML-NN/nn/layers/affine.dml
index f9f8559..c9a740b 100644
--- a/scripts/staging/SystemML-NN/nn/layers/affine.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/affine.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
@@ -20,14 +20,15 @@
#-------------------------------------------------------------
/*
- * Fully-connected (affine) layer.
+ * Affine (fully-connected) layer.
*/
forward = function(matrix[double] X, matrix[double] W, matrix[double] b)
return (matrix[double] out) {
/*
- * Computes the forward pass for a fully-connected (affine) layer with
- * M neurons. The input data has N examples, each with D features.
+ * Computes the forward pass for an affine (fully-connected) layer
+ * with M neurons. The input data has N examples, each with D
+ * features.
*
* Inputs:
* - X: Inputs, of shape (N, D).
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/batch_norm.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/batch_norm.dml b/scripts/staging/SystemML-NN/nn/layers/batch_norm.dml
index 82240f7..caad100 100644
--- a/scripts/staging/SystemML-NN/nn/layers/batch_norm.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/batch_norm.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
@@ -20,7 +20,7 @@
#-------------------------------------------------------------
/*
- * Batch normalization layer.
+ * Batch Normalization layer.
*/
forward = function(matrix[double] X, matrix[double] gamma, matrix[double] beta,
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/conv2d.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/conv2d.dml b/scripts/staging/SystemML-NN/nn/layers/conv2d.dml
index 435b3cf..7aeec16 100644
--- a/scripts/staging/SystemML-NN/nn/layers/conv2d.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/conv2d.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/conv2d_builtin.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/conv2d_builtin.dml b/scripts/staging/SystemML-NN/nn/layers/conv2d_builtin.dml
index 29021cf..e7771ba 100644
--- a/scripts/staging/SystemML-NN/nn/layers/conv2d_builtin.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/conv2d_builtin.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/cross_entropy_loss.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/cross_entropy_loss.dml b/scripts/staging/SystemML-NN/nn/layers/cross_entropy_loss.dml
index 55552e1..63db502 100644
--- a/scripts/staging/SystemML-NN/nn/layers/cross_entropy_loss.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/cross_entropy_loss.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
@@ -20,7 +20,7 @@
#-------------------------------------------------------------
/*
- * Cross-entropy loss function.
+ * Cross-Entropy loss function.
*/
forward = function(matrix[double] pred, matrix[double] y)
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/dropout.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/dropout.dml b/scripts/staging/SystemML-NN/nn/layers/dropout.dml
index b348642..a36878b 100644
--- a/scripts/staging/SystemML-NN/nn/layers/dropout.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/dropout.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/l1_loss.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/l1_loss.dml b/scripts/staging/SystemML-NN/nn/layers/l1_loss.dml
index 24b15e2..b74566d 100644
--- a/scripts/staging/SystemML-NN/nn/layers/l1_loss.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/l1_loss.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/l1_reg.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/l1_reg.dml b/scripts/staging/SystemML-NN/nn/layers/l1_reg.dml
index f643274..2b81c0b 100644
--- a/scripts/staging/SystemML-NN/nn/layers/l1_reg.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/l1_reg.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
@@ -20,7 +20,7 @@
#-------------------------------------------------------------
/*
- * L1 regularizataion.
+ * L1 regularization.
*/
forward = function(matrix[double] X, double lambda)
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/l2_loss.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/l2_loss.dml b/scripts/staging/SystemML-NN/nn/layers/l2_loss.dml
index df8bc1c..0482f25 100644
--- a/scripts/staging/SystemML-NN/nn/layers/l2_loss.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/l2_loss.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/l2_reg.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/l2_reg.dml b/scripts/staging/SystemML-NN/nn/layers/l2_reg.dml
index 5074c06..7255efe 100644
--- a/scripts/staging/SystemML-NN/nn/layers/l2_reg.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/l2_reg.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
@@ -20,7 +20,7 @@
#-------------------------------------------------------------
/*
- * L2 regularizataion.
+ * L2 regularization.
*/
forward = function(matrix[double] X, double lambda)
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/log_loss.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/log_loss.dml b/scripts/staging/SystemML-NN/nn/layers/log_loss.dml
index 7dd85d3..15914f7 100644
--- a/scripts/staging/SystemML-NN/nn/layers/log_loss.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/log_loss.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/lstm.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/lstm.dml b/scripts/staging/SystemML-NN/nn/layers/lstm.dml
index 44f2ef2..a75add4 100644
--- a/scripts/staging/SystemML-NN/nn/layers/lstm.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/lstm.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/max_pool2d.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/max_pool2d.dml b/scripts/staging/SystemML-NN/nn/layers/max_pool2d.dml
index 229b7b9..ef1499a 100644
--- a/scripts/staging/SystemML-NN/nn/layers/max_pool2d.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/max_pool2d.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/max_pool2d_builtin.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/max_pool2d_builtin.dml b/scripts/staging/SystemML-NN/nn/layers/max_pool2d_builtin.dml
index be4e195..65ba71f 100644
--- a/scripts/staging/SystemML-NN/nn/layers/max_pool2d_builtin.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/max_pool2d_builtin.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/relu.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/relu.dml b/scripts/staging/SystemML-NN/nn/layers/relu.dml
index 6a4c15c..93a6e90 100644
--- a/scripts/staging/SystemML-NN/nn/layers/relu.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/relu.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/rnn.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/rnn.dml b/scripts/staging/SystemML-NN/nn/layers/rnn.dml
index cdceab8..3c6faae 100644
--- a/scripts/staging/SystemML-NN/nn/layers/rnn.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/rnn.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/sigmoid.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/sigmoid.dml b/scripts/staging/SystemML-NN/nn/layers/sigmoid.dml
index 185befb..2d85adc 100644
--- a/scripts/staging/SystemML-NN/nn/layers/sigmoid.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/sigmoid.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/softmax.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/softmax.dml b/scripts/staging/SystemML-NN/nn/layers/softmax.dml
index 1751838..68a7bc7 100644
--- a/scripts/staging/SystemML-NN/nn/layers/softmax.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/softmax.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/spatial_batch_norm.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/layers/spatial_batch_norm.dml b/scripts/staging/SystemML-NN/nn/layers/spatial_batch_norm.dml
index 0185a2c..6e57b05 100644
--- a/scripts/staging/SystemML-NN/nn/layers/spatial_batch_norm.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/spatial_batch_norm.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
@@ -20,7 +20,7 @@
#-------------------------------------------------------------
/*
- * Spatial batch normalization layer.
+ * Spatial Batch Normalization layer.
*/
source("nn/util.dml") as util
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/layers/tanh.dml
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diff --git a/scripts/staging/SystemML-NN/nn/layers/tanh.dml b/scripts/staging/SystemML-NN/nn/layers/tanh.dml
index 589a574..d849d70 100644
--- a/scripts/staging/SystemML-NN/nn/layers/tanh.dml
+++ b/scripts/staging/SystemML-NN/nn/layers/tanh.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/optim/adagrad.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/optim/adagrad.dml b/scripts/staging/SystemML-NN/nn/optim/adagrad.dml
index 20b26c4..85b1c41 100644
--- a/scripts/staging/SystemML-NN/nn/optim/adagrad.dml
+++ b/scripts/staging/SystemML-NN/nn/optim/adagrad.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/optim/adam.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/optim/adam.dml b/scripts/staging/SystemML-NN/nn/optim/adam.dml
index 0607fa5..4b6fa2a 100644
--- a/scripts/staging/SystemML-NN/nn/optim/adam.dml
+++ b/scripts/staging/SystemML-NN/nn/optim/adam.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/optim/rmsprop.dml
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diff --git a/scripts/staging/SystemML-NN/nn/optim/rmsprop.dml b/scripts/staging/SystemML-NN/nn/optim/rmsprop.dml
index 80c75a0..1feccaf 100644
--- a/scripts/staging/SystemML-NN/nn/optim/rmsprop.dml
+++ b/scripts/staging/SystemML-NN/nn/optim/rmsprop.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/optim/sgd.dml
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diff --git a/scripts/staging/SystemML-NN/nn/optim/sgd.dml b/scripts/staging/SystemML-NN/nn/optim/sgd.dml
index a3fc744..3ba7eba 100644
--- a/scripts/staging/SystemML-NN/nn/optim/sgd.dml
+++ b/scripts/staging/SystemML-NN/nn/optim/sgd.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/optim/sgd_momentum.dml
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diff --git a/scripts/staging/SystemML-NN/nn/optim/sgd_momentum.dml b/scripts/staging/SystemML-NN/nn/optim/sgd_momentum.dml
index 2cb9890..85922da 100644
--- a/scripts/staging/SystemML-NN/nn/optim/sgd_momentum.dml
+++ b/scripts/staging/SystemML-NN/nn/optim/sgd_momentum.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/optim/sgd_nesterov.dml
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diff --git a/scripts/staging/SystemML-NN/nn/optim/sgd_nesterov.dml b/scripts/staging/SystemML-NN/nn/optim/sgd_nesterov.dml
index fee6585..3b62c6e 100644
--- a/scripts/staging/SystemML-NN/nn/optim/sgd_nesterov.dml
+++ b/scripts/staging/SystemML-NN/nn/optim/sgd_nesterov.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/test/conv2d_simple.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/test/conv2d_simple.dml b/scripts/staging/SystemML-NN/nn/test/conv2d_simple.dml
index efd99c3..05f0f7d 100644
--- a/scripts/staging/SystemML-NN/nn/test/conv2d_simple.dml
+++ b/scripts/staging/SystemML-NN/nn/test/conv2d_simple.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/test/grad_check.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/test/grad_check.dml b/scripts/staging/SystemML-NN/nn/test/grad_check.dml
index 27f4420..1b42b67 100644
--- a/scripts/staging/SystemML-NN/nn/test/grad_check.dml
+++ b/scripts/staging/SystemML-NN/nn/test/grad_check.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/test/max_pool2d_simple.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/test/max_pool2d_simple.dml b/scripts/staging/SystemML-NN/nn/test/max_pool2d_simple.dml
index 47dab3a..dee1a48 100644
--- a/scripts/staging/SystemML-NN/nn/test/max_pool2d_simple.dml
+++ b/scripts/staging/SystemML-NN/nn/test/max_pool2d_simple.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/test/run_tests.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/test/run_tests.dml b/scripts/staging/SystemML-NN/nn/test/run_tests.dml
index 644662c..dc53cb9 100644
--- a/scripts/staging/SystemML-NN/nn/test/run_tests.dml
+++ b/scripts/staging/SystemML-NN/nn/test/run_tests.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/test/test.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/test/test.dml b/scripts/staging/SystemML-NN/nn/test/test.dml
index 64fc519..958c2c5 100644
--- a/scripts/staging/SystemML-NN/nn/test/test.dml
+++ b/scripts/staging/SystemML-NN/nn/test/test.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/test/util.dml
----------------------------------------------------------------------
diff --git a/scripts/staging/SystemML-NN/nn/test/util.dml b/scripts/staging/SystemML-NN/nn/test/util.dml
index 128e4db..e32a885 100644
--- a/scripts/staging/SystemML-NN/nn/test/util.dml
+++ b/scripts/staging/SystemML-NN/nn/test/util.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/ac8ee2be/scripts/staging/SystemML-NN/nn/util.dml
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diff --git a/scripts/staging/SystemML-NN/nn/util.dml b/scripts/staging/SystemML-NN/nn/util.dml
index 405d208..62a90f2 100644
--- a/scripts/staging/SystemML-NN/nn/util.dml
+++ b/scripts/staging/SystemML-NN/nn/util.dml
@@ -7,9 +7,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
-#
+#
# http://www.apache.org/licenses/LICENSE-2.0
-#
+#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY