From 929f69b48f03a7aacb74abdc1cb065178d9804d5 Mon Sep 17 00:00:00 2001
From: Raffi Khatchadourian <raffi.khatchadourian@hunter.cuny.edu>
Date: Mon, 4 Dec 2023 17:46:46 -0500
Subject: [PATCH] Upgrade ML for
 https://github.com/ponder-lab/Hybridize-Functions-Refactoring/issues/280.

---
 edu.cuny.hunter.hybridize.core/tensorflow.xml | 28 ++++++++++++++++++-
 hybridize.target                              |  2 +-
 2 files changed, 28 insertions(+), 2 deletions(-)

diff --git a/edu.cuny.hunter.hybridize.core/tensorflow.xml b/edu.cuny.hunter.hybridize.core/tensorflow.xml
index 97472e8c0..1d2ccbc0d 100644
--- a/edu.cuny.hunter.hybridize.core/tensorflow.xml
+++ b/edu.cuny.hunter.hybridize.core/tensorflow.xml
@@ -36,6 +36,9 @@
         <new def="estimator" class="Lobject" />
         <putfield class="LRoot" field="estimator" fieldType="LRoot" ref="x" value="estimator" />
 
+        <new def="distribute" class="Lobject" />
+        <putfield class="LRoot" field="distribute" fieldType="LRoot" ref="x" value="distribute" />
+
         <new def="nn" class="Lobject" />
         <putfield class="LRoot" field="nn" fieldType="LRoot" ref="x" value="nn" />
         <new def="random" class="Lobject" />
@@ -58,6 +61,9 @@
         <new def="Estimator" class="Ltensorflow/estimator/Estimator" />
         <putfield class="LRoot" field="Estimator" fieldType="LRoot" ref="estimator" value="Estimator" />
 
+        <new def="MirroredStrategy" class="Ltensorflow/distribute/MirroredStrategy" />
+        <putfield class="LRoot" field="MirroredStrategy" fieldType="LRoot" ref="distribute" value="MirroredStrategy" />
+
         <new def="inputs" class="Lobject" />
         <putfield class="LRoot" field="inputs" fieldType="LRoot" ref="estimator" value="inputs" />
 
@@ -786,6 +792,26 @@
       </class>
     </package>
 
+    <package name="tensorflow/distribute">
+      <class name="MirroredStrategy" allocatable="true">
+        <method name="do" descriptor="()LRoot;" numArgs="3" paramNames="self devices cross_device_ops">
+          <new def="x" class="Ltensorflow/distribute/run/run" />
+          <putfield class="LRoot" field="run" fieldType="LRoot" ref="self" value="x" />
+          <return value="arg0" />
+        </method>
+      </class>
+    </package>
+
+    <package name="tensorflow/distribute/run">
+      <class name="run" allocatable="true">
+        <method name="do" descriptor="()LRoot;" numArgs="3">
+          <getfield class="LRoot" field="0" fieldType="LRoot" ref="arg2" def="x" />
+          <call class="LRoot" name="do" descriptor="()LRoot;" type="virtual" arg0="arg1" arg1="x" numArgs="2" def="v" />
+          <return value="v" />
+        </method>
+      </class>
+    </package>
+
     <package name="tensorflow/app">
       <class name="run" allocatable="true">
         <method name="do" descriptor="()LRoot;" numArgs="3" paramNames="self main argv">
@@ -857,4 +883,4 @@
     </package>
 
   </classloader>
-</summary-spec>
\ No newline at end of file
+</summary-spec>
diff --git a/hybridize.target b/hybridize.target
index 2a420d4bf..3f7f14faf 100644
--- a/hybridize.target
+++ b/hybridize.target
@@ -29,7 +29,7 @@
 				<dependency>
 					<groupId>com.ibm.wala</groupId>
 					<artifactId>com.ibm.wala.cast.python.ml</artifactId>
-					<version>0.13.0-SNAPSHOT</version>
+					<version>0.14.0-SNAPSHOT</version>
 					<type>jar</type>
 				</dependency>
 			</dependencies>