Tensorboard cooking...

d5434aea · Jean-Luc Parouty Jean-Luc.Parouty@simap.grenoble-inp.fr · 769d6b58 · d5434aea
Commit d5434aea authored 5 years ago by Jean-Luc Parouty Jean-Luc.Parouty@simap.grenoble-inp.fr
--- a/GTSRB/99 Run-Tensorboard.ipynb
+++ b/GTSRB/99 Run-Tensorboard.ipynb
@@ -21,11 +21,54 @@
  },
  {
   "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 220,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Tensorbord started with pid 84593\n"
+     ]
+    }
+   ],
+   "source": [
+    "%%bash\n",
+    "tensorboard_start --logdir ./run/logs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 225,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Tensorboard process not found...\n"
+     ]
+    }
+   ],
+   "source": [
+    "%%bash\n",
+    "tensorboard_stop"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%bash\n",
+    "\n",
+    "# ---- Port number, \n",
+    "PORT_JPY=\"$(id -u)\"\n",
+    "PORT_TSB=\"$(( $PORT_J + 10000 ))\"\n",
+    "HOST_G=\"$(hostname)\"\n",
+    "SSH_CMD=\"/usr/bin/ssh -NL 8888:$HOST_G:$PORT_J -L 6006:$HOST_G:$PORT_T dahu.ciment\"\n",
+    "\n",
    "tensorboard --port 21277 --host 0.0.0.0 --logdir ./run/logs &>/dev/null &"
   ]
  },
@@ -38,13 +81,41 @@
  },
  {
   "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 223,
   "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "84593\n"
+     ]
+    }
+   ],
   "source": [
    "!echo $(ps ax | grep 'tensorboard --port 21277' | grep -v grep | awk '{print $1}')"
   ]
  },
+  {
+   "cell_type": "code",
+   "execution_count": 202,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " 83294 pts/0    Ss+    0:00 /bin/sh -c ps ax | grep tensorboard\n",
+      " 83296 pts/0    S+     0:00 grep tensorboard\n",
+      "/home/paroutyj/fidle/GTSRB\n"
+     ]
+    }
+   ],
+   "source": [
+    "!ps ax | grep tensorboard\n",
+    "!pwd"
+   ]
+  },
  {
   "cell_type": "markdown",
   "metadata": {},
@@ -54,9 +125,17 @@
  },
  {
   "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 194,
   "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Ended (82555)\n"
+     ]
+    }
+   ],
   "source": [
    "%%bash\n",
    "p=\"$(ps ax | grep 'tensorboard --port 21277' | grep -v grep | awk '{print $1}')\"\n",
@@ -103,7 +182,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
@@ -112,11 +191,35 @@
  },
  {
   "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
   "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "      <iframe id=\"tensorboard-frame-d4ce7dab09616bd4\" width=\"100%\" height=\"800\" frameborder=\"0\">\n",
+       "      </iframe>\n",
+       "      <script>\n",
+       "        (function() {\n",
+       "          const frame = document.getElementById(\"tensorboard-frame-d4ce7dab09616bd4\");\n",
+       "          const url = new URL(\"/\", window.location);\n",
+       "          url.port = 21277;\n",
+       "          frame.src = url;\n",
+       "        })();\n",
+       "      </script>\n",
+       "  "
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
   "source": [
-    "notebook.start('--port 21277 --host 0.0.0.0 --logdir ./run/logs')"
+    "tsb.start('--port 21277 --host 0.0.0.0 --logdir ./run/logs')"
   ]
  },
  {

 %% Cell type:markdown id: tags:

 Running Tensorboard from Jupyter lab
 ====================================
 ---
 Introduction au Deep Learning  (IDLE) - S. Arias, E. Maldonado, JL. Parouty - CNRS/SARI/DEVLOG - 2020
 Vesion : 1.0

 %% Cell type:markdown id: tags:

 ## Méthode 1 : Shell execute
 **Start**

 %% Cell type:code id: tags:

 ``` python
 %%bash
+tensorboard_start --logdir ./run/logs
+```
+
+%% Output
+
+    Tensorbord started with pid 84593
+
+%% Cell type:code id: tags:
+
+``` python
+%%bash
+tensorboard_stop
+```
+
+%% Output
+
+    Tensorboard process not found...
+
+%% Cell type:code id: tags:
+
+``` python
+%%bash
+
+# ---- Port number,
+PORT_JPY="$(id -u)"
+PORT_TSB="$(( $PORT_J + 10000 ))"
+HOST_G="$(hostname)"
+SSH_CMD="/usr/bin/ssh -NL 8888:$HOST_G:$PORT_J -L 6006:$HOST_G:$PORT_T dahu.ciment"
+
 tensorboard --port 21277 --host 0.0.0.0 --logdir ./run/logs &>/dev/null &
 ```

 %% Cell type:markdown id: tags:

 **Check**

 %% Cell type:code id: tags:

 ``` python
 !echo $(ps ax | grep 'tensorboard --port 21277' | grep -v grep | awk '{print $1}')
 ```

+%% Output
+
+    84593
+
+%% Cell type:code id: tags:
+
+``` python
+!ps ax | grep tensorboard
+!pwd
+```
+
+%% Output
+
+     83294 pts/0    Ss+    0:00 /bin/sh -c ps ax | grep tensorboard
+     83296 pts/0    S+     0:00 grep tensorboard
+    /home/paroutyj/fidle/GTSRB
+
 %% Cell type:markdown id: tags:

 **Stop**

 %% Cell type:code id: tags:

 ``` python
 %%bash
 p="$(ps ax | grep 'tensorboard --port 21277' | grep -v grep | awk '{print $1}')"
 if [ -z ${p} ]; then echo "No process"; else kill $p; echo "Ended ($p)" ;  fi
 ```

+%% Output
+
+    Ended (82555)
+
 %% Cell type:markdown id: tags:

 ## Méthode 2 : Magic command
 **Start**

 %% Cell type:code id: tags:

 ``` python
 %load_ext tensorboard
 ```

 %% Cell type:code id: tags:

 ``` python
 %tensorboard --port 21277 --host 0.0.0.0 --logdir ./run/logs
 ```

 %% Cell type:markdown id: tags:

 **Stop**
 No way... use bash method

 ## Methode 3  : Tensorboard module

 **Start**

 %% Cell type:code id: tags:

 ``` python
 import tensorboard.notebook as tsb
 ```

 %% Cell type:code id: tags:

 ``` python
-notebook.start('--port 21277 --host 0.0.0.0 --logdir ./run/logs')
+tsb.start('--port 21277 --host 0.0.0.0 --logdir ./run/logs')
 ```

+%% Output
+
+
 %% Cell type:markdown id: tags:

 **Check**

 %% Cell type:code id: tags:

 ``` python
 a=tsb.list()
 ```

 %% Cell type:markdown id: tags:

 **Stop**
 No way... use bash method