From 1aca5f36f556f8037000b60a9b0db0879b38f2cf Mon Sep 17 00:00:00 2001
From: hsharif3 <hsharif3@illinois.edu>
Date: Tue, 16 Mar 2021 07:34:12 +0000
Subject: [PATCH] Update Support.md in Keras
---
hpvm/projects/keras/docs/Support.md | 17 ++++++++++++++---
1 file changed, 14 insertions(+), 3 deletions(-)
diff --git a/hpvm/projects/keras/docs/Support.md b/hpvm/projects/keras/docs/Support.md
index a31d012d0b..e5e7b1a1a2 100644
--- a/hpvm/projects/keras/docs/Support.md
+++ b/hpvm/projects/keras/docs/Support.md
@@ -1,5 +1,4 @@
-
## Supported Keras Operators
The Keras frontend supports `Sequential()` Keras models.
@@ -23,7 +22,19 @@ The list of supported operations is as follows:
## Limitations
-* We support convolutional neural networks that include the supported operators above - RNNs/LSTMS are not supported
+* Currently, we support Convolutional Neural Networks (CNNs) that include the supported operators (above) - RNNs/LSTMs not supported
* We currently only support models in NCHW format (NHWC is not supported)
* Softmax operator should be the last operation in the CNN pipeline
-* Softmax operation must be a separate operator (not specified as activation to another type of Keras operator)
+* Softmax operation must be a separate operator (not specified as activation to another type of Keras operator). Example of what works:
+
+```
+Activation ("softmax")
+```
+
+Example of what is NOT supported:
+
+```
+Dense(num_classes, activation="softmax")
+```
+
+
--
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