Merge pull request #274 from microsoft/master

Merge master

.gitignore

@@ -1,3 +1,12 @@
+/nni_node/
+/toolchain/
+
+# unit test generated files
+/test/model_path/
+/test/temp.json
+/test/ut/sdk/*.pth
+
+
 # Logs
 logs
 *.log

README.md

@@ -25,7 +25,7 @@ The tool manages automated machine learning (AutoML) experiments, **dispatches a
 * Researchers and data scientists who want to easily **implement and experiment new AutoML algorithms**, may it be: hyperparameter tuning algorithm, neural architect search algorithm or model compression algorithm.
 * ML Platform owners who want to **support AutoML in their platform**.
 
-### **[NNI v1.8 has been released!](https://github.com/microsoft/nni/releases) &nbsp;<a href="#nni-released-reminder"><img width="48" src="docs/img/release_icon.png"></a>**
+### **[NNI v1.9 has been released!](https://github.com/microsoft/nni/releases) &nbsp;<a href="#nni-released-reminder"><img width="48" src="docs/img/release_icon.png"></a>**
 
 ## **NNI capabilities in a glance**
 
@@ -246,7 +246,7 @@ The following example is built on TensorFlow 1.x. Make sure **TensorFlow 1.x is
 * Download the examples via clone the source code.
 
   ```bash
-  git clone -b v1.8 https://github.com/Microsoft/nni.git
+  git clone -b v1.9 https://github.com/Microsoft/nni.git
   ```
 
 * Run the MNIST example.
@@ -294,8 +294,8 @@ You can use these commands to get more information about the experiment
 * Open the `Web UI url` in your browser, you can view detail information of the experiment and all the submitted trial jobs as shown below. [Here](docs/en_US/Tutorial/WebUI.md) are more Web UI pages.
 
 <table style="border: none">
-    <th><img src="./docs/img/webui_overview_page.png" alt="drawing" width="395"/></th>
-    <th><img src="./docs/img/webui_trialdetail_page.png" alt="drawing" width="410"/></th>
+    <th><img src="./docs/img/webui-img/full-oview.png" alt="drawing" width="395" height="300"/></th>
+    <th><img src="./docs/img/webui-img/full-detail.png" alt="drawing" width="410" height="300"/></th>
 </table>
 
 ## **Documentation**

tools/setup.py → archive-del/tools/setup.py

@@ -11,6 +11,7 @@
     python_requires = '>=3.6',
     install_requires = [
         'requests',
+        'responses',
         'ruamel.yaml',
         'psutil',
         'astor',

archive-ut/nni/tests/assets/classic_nas_search_space.json

@@ -0,0 +1,26 @@
+{
+  "first_conv": {
+    "_type": "layer_choice",
+    "_value": [
+      "conv5x5",
+      "conv3x3"
+    ]
+  },
+  "mid_conv": {
+    "_type": "layer_choice",
+    "_value": [
+      "0",
+      "1"
+    ]
+  },
+  "skip": {
+    "_type": "input_choice",
+    "_value": {
+      "candidates": [
+        "",
+        ""
+      ],
+      "n_chosen": 1
+    }
+  }
+}