Upgrade all tutorials and install instructions. (#569)

MichaelBroughton · web-flow · commit 0331f86640e4 · 2021-05-16T16:40:10.000-07:00
diff --git a/docs/install.md b/docs/install.md
@@ -17,7 +17,7 @@ TensorFlow Quantum is supported on Python 3.6, 3.7, and 3.8 and depends directly
 ### Requirements
 
 * pip 19.0 or later (requires `manylinux2010` support)
-* [TensorFlow == 2.3.1](https://www.tensorflow.org/install/pip)
+* [TensorFlow == 2.4.1](https://www.tensorflow.org/install/pip)
 
 See the [TensorFlow install guide](https://www.tensorflow.org/install/pip) to
 set up your Python development environment and an (optional) virtual environment.
@@ -27,7 +27,7 @@ Upgrade `pip` and install TensorFlow
 <!-- common_typos_disable -->
 <pre class="devsite-click-to-copy">
   <code class="devsite-terminal">pip3 install --upgrade pip</code>
-  <code class="devsite-terminal">pip3 install tensorflow==2.3.1</code>
+  <code class="devsite-terminal">pip3 install tensorflow==2.4.1</code>
 </pre>
 <!-- common_typos_enable -->
 
diff --git a/docs/tutorials/barren_plateaus.ipynb b/docs/tutorials/barren_plateaus.ipynb
@@ -97,7 +97,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow==2.3.1"
+        "!pip install -q tensorflow==2.4.1"
       ]
     },
     {
@@ -120,7 +120,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow-quantum"
+        "!pip install -q tensorflow-quantum"
       ]
     },
     {
diff --git a/docs/tutorials/gradients.ipynb b/docs/tutorials/gradients.ipynb
@@ -99,7 +99,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow==2.3.1"
+        "!pip install -q tensorflow==2.4.1"
       ]
     },
     {
@@ -122,7 +122,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow-quantum"
+        "!pip install -q tensorflow-quantum"
       ]
     },
     {
diff --git a/docs/tutorials/hello_many_worlds.ipynb b/docs/tutorials/hello_many_worlds.ipynb
@@ -97,7 +97,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow==2.3.1"
+        "!pip install -q tensorflow==2.4.1"
       ]
     },
     {
@@ -120,7 +120,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow-quantum"
+        "!pip install -q tensorflow-quantum"
       ]
     },
     {
diff --git a/docs/tutorials/mnist.ipynb b/docs/tutorials/mnist.ipynb
@@ -97,7 +97,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow==2.3.1"
+        "!pip install -q tensorflow==2.4.1"
       ]
     },
     {
@@ -120,7 +120,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow-quantum"
+        "!pip install -q tensorflow-quantum"
       ]
     },
     {
diff --git a/docs/tutorials/qcnn.ipynb b/docs/tutorials/qcnn.ipynb
@@ -99,7 +99,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow==2.3.1"
+        "!pip install -q tensorflow==2.4.1"
       ]
     },
     {
@@ -122,7 +122,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install tensorflow-quantum"
+        "!pip install -q tensorflow-quantum"
       ]
     },
     {
diff --git a/docs/tutorials/quantum_data.ipynb b/docs/tutorials/quantum_data.ipynb
@@ -111,7 +111,7 @@
     }
    ],
    "source": [
-    "!pip -q install tensorflow==2.3.1 tensorflow-quantum"
+    "!pip -q install tensorflow==2.4.1 tensorflow-quantum"
    ]
   },
   {
diff --git a/docs/tutorials/research_tools.ipynb b/docs/tutorials/research_tools.ipynb
@@ -83,7 +83,7 @@
    },
    "outputs": [],
    "source": [
-    "!pip install -q tensorflow==2.3.1 tensorflow-quantum tensorboard_plugin_profile==2.3.0"
+    "!pip install -q tensorflow==2.4.1 tensorflow-quantum tensorboard_plugin_profile==2.4.0"
    ]
   },
   {

Original file line number	Diff line number	Diff line change
`@@ -97,7 +97,7 @@`
`97`	`97`	`},`
`98`	`98`	`"outputs": [],`
`99`	`99`	`"source": [`
`100`		`- "!pip install tensorflow==2.3.1"`
	`100`	`+ "!pip install -q tensorflow==2.4.1"`
`101`	`101`	`]`
`102`	`102`	`},`
`103`	`103`	`{`
`@@ -120,7 +120,7 @@`
`120`	`120`	`},`
`121`	`121`	`"outputs": [],`
`122`	`122`	`"source": [`
`123`		`- "!pip install tensorflow-quantum"`
	`123`	`+ "!pip install -q tensorflow-quantum"`
`124`	`124`	`]`
`125`	`125`	`},`
`126`	`126`	`{`
Original file line number	Diff line number	Diff line change
`@@ -99,7 +99,7 @@`
`99`	`99`	`},`
`100`	`100`	`"outputs": [],`
`101`	`101`	`"source": [`
`102`		`- "!pip install tensorflow==2.3.1"`
	`102`	`+ "!pip install -q tensorflow==2.4.1"`
`103`	`103`	`]`
`104`	`104`	`},`
`105`	`105`	`{`
`@@ -122,7 +122,7 @@`
`122`	`122`	`},`
`123`	`123`	`"outputs": [],`
`124`	`124`	`"source": [`
`125`		`- "!pip install tensorflow-quantum"`
	`125`	`+ "!pip install -q tensorflow-quantum"`
`126`	`126`	`]`
`127`	`127`	`},`
`128`	`128`	`{`
Original file line number	Diff line number	Diff line change
`@@ -111,7 +111,7 @@`
`111`	`111`	`}`
`112`	`112`	`],`
`113`	`113`	`"source": [`
`114`		`- "!pip -q install tensorflow==2.3.1 tensorflow-quantum"`
	`114`	`+ "!pip -q install tensorflow==2.4.1 tensorflow-quantum"`
`115`	`115`	`]`
`116`	`116`	`},`
`117`	`117`	`{`
Original file line number	Diff line number	Diff line change
`@@ -83,7 +83,7 @@`
`83`	`83`	`},`
`84`	`84`	`"outputs": [],`
`85`	`85`	`"source": [`
`86`		`- "!pip install -q tensorflow==2.3.1 tensorflow-quantum tensorboard_plugin_profile==2.3.0"`
	`86`	`+ "!pip install -q tensorflow==2.4.1 tensorflow-quantum tensorboard_plugin_profile==2.4.0"`
`87`	`87`	`]`
`88`	`88`	`},`
`89`	`89`	`{`