update after rerunning cell by cell with kernal restart.

MMelQin · MMelQin · commit a621e4b803cd · 2023-06-23T17:54:46.000-07:00
Signed-off-by: M Q &lt;mingmelvinq@nvidia.com&gt;
diff --git a/notebooks/tutorials/01_simple_app.ipynb b/notebooks/tutorials/01_simple_app.ipynb
@@ -84,7 +84,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -97,10 +97,10 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fb9364b8640>"
+       "<matplotlib.image.AxesImage at 0x7f79a89a6940>"
       ]
      },
-     "execution_count": 2,
+     "execution_count": 1,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -143,7 +143,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -174,7 +174,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -206,7 +206,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -279,7 +279,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -331,7 +331,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -416,7 +416,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -495,7 +495,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -526,7 +526,7 @@
      "output_type": "stream",
      "text": [
       "Number of times operator gaussian_op whose class is defined in __main__ called: 1\n",
-      "2023-06-23 16:33:19,028 - Lossy conversion from float64 to uint8. Range [0, 1]. Convert image to uint8 prior to saving to suppress this warning.\n"
+      "2023-06-23 17:51:19,774 - Lossy conversion from float64 to uint8. Range [0, 1]. Convert image to uint8 prior to saving to suppress this warning.\n"
      ]
     },
     {
@@ -548,14 +548,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "final_output.png  output.json\n"
+      "final_output.png\n"
      ]
     }
    ],
@@ -565,16 +565,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fb8a39c11f0>"
+       "<matplotlib.image.AxesImage at 0x7f78fcf4bfa0>"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -620,7 +620,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -638,7 +638,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -722,7 +722,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -785,7 +785,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -874,7 +874,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -976,7 +976,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -997,7 +997,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -1023,7 +1023,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -1068,7 +1068,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -1085,16 +1085,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fb932c8c6d0>"
+       "<matplotlib.image.AxesImage at 0x7f79d97e2460>"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -1132,7 +1132,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -1162,7 +1162,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -1189,7 +1189,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -1211,16 +1211,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fb932c44580>"
+       "<matplotlib.image.AxesImage at 0x7f78fc7029d0>"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     },

Original file line number	Diff line number	Diff line change
`@@ -84,7 +84,7 @@`
`84`	`84`	`},`
`85`	`85`	`{`
`86`	`86`	`"cell_type": "code",`
`87`		`- "execution_count": 2,`
	`87`	`+ "execution_count": 1,`
`88`	`88`	`"metadata": {},`
`89`	`89`	`"outputs": [`
`90`	`90`	`{`
`@@ -97,10 +97,10 @@`
`97`	`97`	`{`
`98`	`98`	`"data": {`
`99`	`99`	`"text/plain": [`
`100`		`- "<matplotlib.image.AxesImage at 0x7fb9364b8640>"`
	`100`	`+ "<matplotlib.image.AxesImage at 0x7f79a89a6940>"`
`101`	`101`	`]`
`102`	`102`	`},`
`103`		`- "execution_count": 2,`
	`103`	`+ "execution_count": 1,`
`104`	`104`	`"metadata": {},`
`105`	`105`	`"output_type": "execute_result"`
`106`	`106`	`},`
`@@ -143,7 +143,7 @@`
`143`	`143`	`},`
`144`	`144`	`{`
`145`	`145`	`"cell_type": "code",`
`146`		`- "execution_count": 3,`
	`146`	`+ "execution_count": 2,`
`147`	`147`	`"metadata": {},`
`148`	`148`	`"outputs": [`
`149`	`149`	`{`
`@@ -174,7 +174,7 @@`
`174`	`174`	`},`
`175`	`175`	`{`
`176`	`176`	`"cell_type": "code",`
`177`		`- "execution_count": 4,`
	`177`	`+ "execution_count": 3,`
`178`	`178`	`"metadata": {},`
`179`	`179`	`"outputs": [],`
`180`	`180`	`"source": [`
`@@ -206,7 +206,7 @@`
`206`	`206`	`},`
`207`	`207`	`{`
`208`	`208`	`"cell_type": "code",`
`209`		`- "execution_count": 5,`
	`209`	`+ "execution_count": 4,`
`210`	`210`	`"metadata": {},`
`211`	`211`	`"outputs": [],`
`212`	`212`	`"source": [`
`@@ -279,7 +279,7 @@`
`279`	`279`	`},`
`280`	`280`	`{`
`281`	`281`	`"cell_type": "code",`
`282`		`- "execution_count": 6,`
	`282`	`+ "execution_count": 5,`
`283`	`283`	`"metadata": {},`
`284`	`284`	`"outputs": [],`
`285`	`285`	`"source": [`
`@@ -331,7 +331,7 @@`
`331`	`331`	`},`
`332`	`332`	`{`
`333`	`333`	`"cell_type": "code",`
`334`		`- "execution_count": 7,`
	`334`	`+ "execution_count": 6,`
`335`	`335`	`"metadata": {},`
`336`	`336`	`"outputs": [],`
`337`	`337`	`"source": [`
`@@ -416,7 +416,7 @@`
`416`	`416`	`},`
`417`	`417`	`{`
`418`	`418`	`"cell_type": "code",`
`419`		`- "execution_count": 8,`
	`419`	`+ "execution_count": 7,`
`420`	`420`	`"metadata": {},`
`421`	`421`	`"outputs": [`
`422`	`422`	`{`
`@@ -495,7 +495,7 @@`
`495`	`495`	`},`
`496`	`496`	`{`
`497`	`497`	`"cell_type": "code",`
`498`		`- "execution_count": 9,`
	`498`	`+ "execution_count": 8,`
`499`	`499`	`"metadata": {},`
`500`	`500`	`"outputs": [`
`501`	`501`	`{`
`@@ -526,7 +526,7 @@`
`526`	`526`	`"output_type": "stream",`
`527`	`527`	`"text": [`
`528`	`528`	`"Number of times operator gaussian_op whose class is defined in __main__ called: 1\n",`
`529`		`- "2023-06-23 16:33:19,028 - Lossy conversion from float64 to uint8. Range [0, 1]. Convert image to uint8 prior to saving to suppress this warning.\n"`
	`529`	`+ "2023-06-23 17:51:19,774 - Lossy conversion from float64 to uint8. Range [0, 1]. Convert image to uint8 prior to saving to suppress this warning.\n"`
`530`	`530`	`]`
`531`	`531`	`},`
`532`	`532`	`{`
`@@ -548,14 +548,14 @@`
`548`	`548`	`},`
`549`	`549`	`{`
`550`	`550`	`"cell_type": "code",`
`551`		`- "execution_count": 10,`
	`551`	`+ "execution_count": 9,`
`552`	`552`	`"metadata": {},`
`553`	`553`	`"outputs": [`
`554`	`554`	`{`
`555`	`555`	`"name": "stdout",`
`556`	`556`	`"output_type": "stream",`
`557`	`557`	`"text": [`
`558`		`- "final_output.png output.json\n"`
	`558`	`+ "final_output.png\n"`
`559`	`559`	`]`
`560`	`560`	`}`
`561`	`561`	`],`
`@@ -565,16 +565,16 @@`
`565`	`565`	`},`
`566`	`566`	`{`
`567`	`567`	`"cell_type": "code",`
`568`		`- "execution_count": 11,`
	`568`	`+ "execution_count": 10,`
`569`	`569`	`"metadata": {},`
`570`	`570`	`"outputs": [`
`571`	`571`	`{`
`572`	`572`	`"data": {`
`573`	`573`	`"text/plain": [`
`574`		`- "<matplotlib.image.AxesImage at 0x7fb8a39c11f0>"`
	`574`	`+ "<matplotlib.image.AxesImage at 0x7f78fcf4bfa0>"`
`575`	`575`	`]`
`576`	`576`	`},`
`577`		`- "execution_count": 11,`
	`577`	`+ "execution_count": 10,`
`578`	`578`	`"metadata": {},`
`579`	`579`	`"output_type": "execute_result"`
`580`	`580`	`},`
`@@ -620,7 +620,7 @@`
`620`	`620`	`},`
`621`	`621`	`{`
`622`	`622`	`"cell_type": "code",`
`623`		`- "execution_count": 12,`
	`623`	`+ "execution_count": 11,`
`624`	`624`	`"metadata": {},`
`625`	`625`	`"outputs": [],`
`626`	`626`	`"source": [`
`@@ -638,7 +638,7 @@`
`638`	`638`	`},`
`639`	`639`	`{`
`640`	`640`	`"cell_type": "code",`
`641`		`- "execution_count": 13,`
	`641`	`+ "execution_count": 12,`
`642`	`642`	`"metadata": {},`
`643`	`643`	`"outputs": [`
`644`	`644`	`{`
`@@ -722,7 +722,7 @@`
`722`	`722`	`},`
`723`	`723`	`{`
`724`	`724`	`"cell_type": "code",`
`725`		`- "execution_count": 14,`
	`725`	`+ "execution_count": 13,`
`726`	`726`	`"metadata": {},`
`727`	`727`	`"outputs": [`
`728`	`728`	`{`
`@@ -785,7 +785,7 @@`
`785`	`785`	`},`
`786`	`786`	`{`
`787`	`787`	`"cell_type": "code",`
`788`		`- "execution_count": 15,`
	`788`	`+ "execution_count": 14,`
`789`	`789`	`"metadata": {},`
`790`	`790`	`"outputs": [`
`791`	`791`	`{`
`@@ -874,7 +874,7 @@`
`874`	`874`	`},`
`875`	`875`	`{`
`876`	`876`	`"cell_type": "code",`
`877`		`- "execution_count": 16,`
	`877`	`+ "execution_count": 15,`
`878`	`878`	`"metadata": {},`
`879`	`879`	`"outputs": [`
`880`	`880`	`{`
`@@ -976,7 +976,7 @@`
`976`	`976`	`},`
`977`	`977`	`{`
`978`	`978`	`"cell_type": "code",`
`979`		`- "execution_count": 17,`
	`979`	`+ "execution_count": 16,`
`980`	`980`	`"metadata": {},`
`981`	`981`	`"outputs": [`
`982`	`982`	`{`
`@@ -997,7 +997,7 @@`
`997`	`997`	`},`
`998`	`998`	`{`
`999`	`999`	`"cell_type": "code",`
`1000`		`- "execution_count": 18,`
	`1000`	`+ "execution_count": 17,`
`1001`	`1001`	`"metadata": {},`
`1002`	`1002`	`"outputs": [`
`1003`	`1003`	`{`
`@@ -1023,7 +1023,7 @@`
`1023`	`1023`	`},`
`1024`	`1024`	`{`
`1025`	`1025`	`"cell_type": "code",`
`1026`		`- "execution_count": 19,`
	`1026`	`+ "execution_count": 18,`
`1027`	`1027`	`"metadata": {},`
`1028`	`1028`	`"outputs": [`
`1029`	`1029`	`{`
`@@ -1068,7 +1068,7 @@`
`1068`	`1068`	`},`
`1069`	`1069`	`{`
`1070`	`1070`	`"cell_type": "code",`
`1071`		`- "execution_count": 20,`
	`1071`	`+ "execution_count": 19,`
`1072`	`1072`	`"metadata": {},`
`1073`	`1073`	`"outputs": [`
`1074`	`1074`	`{`
`@@ -1085,16 +1085,16 @@`
`1085`	`1085`	`},`
`1086`	`1086`	`{`
`1087`	`1087`	`"cell_type": "code",`
`1088`		`- "execution_count": 21,`
	`1088`	`+ "execution_count": 20,`
`1089`	`1089`	`"metadata": {},`
`1090`	`1090`	`"outputs": [`
`1091`	`1091`	`{`
`1092`	`1092`	`"data": {`
`1093`	`1093`	`"text/plain": [`
`1094`		`- "<matplotlib.image.AxesImage at 0x7fb932c8c6d0>"`
	`1094`	`+ "<matplotlib.image.AxesImage at 0x7f79d97e2460>"`
`1095`	`1095`	`]`
`1096`	`1096`	`},`
`1097`		`- "execution_count": 21,`
	`1097`	`+ "execution_count": 20,`
`1098`	`1098`	`"metadata": {},`
`1099`	`1099`	`"output_type": "execute_result"`
`1100`	`1100`	`},`
`@@ -1132,7 +1132,7 @@`
`1132`	`1132`	`},`
`1133`	`1133`	`{`
`1134`	`1134`	`"cell_type": "code",`
`1135`		`- "execution_count": 22,`
	`1135`	`+ "execution_count": 21,`
`1136`	`1136`	`"metadata": {},`
`1137`	`1137`	`"outputs": [`
`1138`	`1138`	`{`
`@@ -1162,7 +1162,7 @@`
`1162`	`1162`	`},`
`1163`	`1163`	`{`
`1164`	`1164`	`"cell_type": "code",`
`1165`		`- "execution_count": 23,`
	`1165`	`+ "execution_count": 22,`
`1166`	`1166`	`"metadata": {},`
`1167`	`1167`	`"outputs": [`
`1168`	`1168`	`{`
`@@ -1189,7 +1189,7 @@`
`1189`	`1189`	`},`
`1190`	`1190`	`{`
`1191`	`1191`	`"cell_type": "code",`
`1192`		`- "execution_count": 24,`
	`1192`	`+ "execution_count": 23,`
`1193`	`1193`	`"metadata": {},`
`1194`	`1194`	`"outputs": [`
`1195`	`1195`	`{`
`@@ -1211,16 +1211,16 @@`
`1211`	`1211`	`},`
`1212`	`1212`	`{`
`1213`	`1213`	`"cell_type": "code",`
`1214`		`- "execution_count": 25,`
	`1214`	`+ "execution_count": 24,`
`1215`	`1215`	`"metadata": {},`
`1216`	`1216`	`"outputs": [`
`1217`	`1217`	`{`
`1218`	`1218`	`"data": {`
`1219`	`1219`	`"text/plain": [`
`1220`		`- "<matplotlib.image.AxesImage at 0x7fb932c44580>"`
	`1220`	`+ "<matplotlib.image.AxesImage at 0x7f78fc7029d0>"`
`1221`	`1221`	`]`
`1222`	`1222`	`},`
`1223`		`- "execution_count": 25,`
	`1223`	`+ "execution_count": 24,`
`1224`	`1224`	`"metadata": {},`
`1225`	`1225`	`"output_type": "execute_result"`
`1226`	`1226`	`},`