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Commit 9e969f8

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author
Joshua Mayanja
committed
Added another dataset
1 parent 0ccbecd commit 9e969f8

6 files changed

+850
-72
lines changed

‎datasets/exports/spam-dataset.csv

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label,text,source
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spam,Let the financial Robot be your companion in the financial market.,henry-spam
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spam,Every your dollar can turn into $100 after you lunch this Robot. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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spam,Find out about the easiest way of money earning.,henry-spam
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spam,It is the best time to launch the Robot to get more money. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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spam,Make dollars just sitting home.,henry-spam
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spam,Make your computer to be you earning instrument. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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spam,Make thousands of bucks. Financial robot will help you to do it!,henry-spam
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spam,No need to worry about the future if your use this financial robot. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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spam,Need some more money? Robot will earn them really fast.,henry-spam
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spam,Robot is the best way for everyone who looks for financial independence. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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spam,Provide your family with the money in age. Launch the Robot!,henry-spam
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spam,Join the society of successful people who make money here. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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spam,Watch your money grow while you invest with the Robot.,henry-spam
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spam,Make $1000 from $1 in a few minutes. Launch the financial robot now. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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spam,We know how to make our future rich and do you?,henry-spam
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spam,Find out about the easiest way of money earning. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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spam,"Make money online, staying at home this cold winter.",henry-spam
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spam,We know how to increase your financial stability. https://Vaw.187sued.de/gotodate/promo ,henry-spam
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ham,"Subject: enron methanol ; meter # : 988291
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this is a follow up to the note i gave you on monday , 4 / 3 / 00 { preliminary
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flow data provided by daren } .

‎datasets/exports/spam-tokenizer.json

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‎nbs/.ipynb_checkpoints/Convert Datasets to Vectors-checkpoint.ipynb

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@@ -69,31 +69,31 @@
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>12694</th>\n",
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" <th>12712</th>\n",
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" <td>ham</td>\n",
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" <td>This song means so much to me thank you soooo...</td>\n",
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" <td>youtube-spam</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>12695</th>\n",
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" <th>12713</th>\n",
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" <td>ham</td>\n",
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" <td>&amp;lt;3</td>\n",
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" <td>youtube-spam</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>12696</th>\n",
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" <th>12714</th>\n",
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" <td>spam</td>\n",
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" <td>KATY PERRY, I AM THE \"DÉCIO CABELO\", \"DECIO HA...</td>\n",
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" <td>youtube-spam</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>12697</th>\n",
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" <th>12715</th>\n",
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" <td>ham</td>\n",
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" <td>Honestly speaking except taylor swift and adel...</td>\n",
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" <td>youtube-spam</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>12698</th>\n",
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" <th>12716</th>\n",
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" <td>ham</td>\n",
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" <td>who is going to reach the billion first : katy...</td>\n",
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" <td>youtube-spam</td>\n",
@@ -104,11 +104,11 @@
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],
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"text/plain": [
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" label text source\n",
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"12694 ham This song means so much to me thank you soooo... youtube-spam\n",
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"12695 ham &lt;3 youtube-spam\n",
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"12696 spam KATY PERRY, I AM THE \"DÉCIO CABELO\", \"DECIO HA... youtube-spam\n",
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"12697 ham Honestly speaking except taylor swift and adel... youtube-spam\n",
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"12698 ham who is going to reach the billion first : katy... youtube-spam"
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"12712 ham This song means so much to me thank you soooo... youtube-spam\n",
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"12713 ham &lt;3 youtube-spam\n",
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"12714 spam KATY PERRY, I AM THE \"DÉCIO CABELO\", \"DECIO HA... youtube-spam\n",
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"12715 ham Honestly speaking except taylor swift and adel... youtube-spam\n",
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"12716 ham who is going to reach the billion first : katy... youtube-spam"
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]
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},
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"execution_count": 2,
@@ -142,7 +142,7 @@
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"data": {
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"text/plain": [
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"('ham',\n",
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" 'Subject: txu noms . for 3 / 14 / 01\\r\\n( see attached file : hplno 314 . xls )\\r\\n- hplno 314 . xls')"
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" 'Subject: password reset\\r\\nthis is a generated email - do not reply !\\r\\nif you need further assistance , contact the isc help desk at : 713 - 345 - 4727\\r\\nthe password for your account : po 0507544 has been reset to : 14031399')"
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]
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},
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"execution_count": 4,
@@ -214,8 +214,8 @@
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"2022-05-12 11:31:40.540490: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/lib/mesa-diverted/x86_64-linux-gnu:/usr/lib/x86_64-linux-gnu/mesa:/usr/lib/x86_64-linux-gnu/dri:/usr/lib/x86_64-linux-gnu/gallium-pipe\n",
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"2022-05-12 11:31:40.540552: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n"
217+
"2022-05-15 09:03:05.326533: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/lib/mesa-diverted/x86_64-linux-gnu:/usr/lib/x86_64-linux-gnu/mesa:/usr/lib/x86_64-linux-gnu/dri:/usr/lib/x86_64-linux-gnu/gallium-pipe\n",
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"2022-05-15 09:03:05.326601: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n"
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]
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}
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],
@@ -355,7 +355,7 @@
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{
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"data": {
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"text/plain": [
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"5922675"
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"5922945"
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]
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},
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"execution_count": 21,

‎nbs/.ipynb_checkpoints/SPAM DATASETS-checkpoint.ipynb

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‎nbs/Convert Datasets to Vectors.ipynb

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@@ -69,31 +69,31 @@
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>12694</th>\n",
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" <th>12712</th>\n",
7373
" <td>ham</td>\n",
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" <td>This song means so much to me thank you soooo...</td>\n",
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" <td>youtube-spam</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>12695</th>\n",
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" <th>12713</th>\n",
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" <td>ham</td>\n",
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" <td>&amp;lt;3</td>\n",
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" <td>youtube-spam</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>12696</th>\n",
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" <th>12714</th>\n",
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" <td>spam</td>\n",
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" <td>KATY PERRY, I AM THE \"DÉCIO CABELO\", \"DECIO HA...</td>\n",
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" <td>youtube-spam</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>12697</th>\n",
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" <th>12715</th>\n",
9191
" <td>ham</td>\n",
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" <td>Honestly speaking except taylor swift and adel...</td>\n",
9393
" <td>youtube-spam</td>\n",
9494
" </tr>\n",
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" <tr>\n",
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" <th>12698</th>\n",
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" <th>12716</th>\n",
9797
" <td>ham</td>\n",
9898
" <td>who is going to reach the billion first : katy...</td>\n",
9999
" <td>youtube-spam</td>\n",
@@ -104,11 +104,11 @@
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],
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"text/plain": [
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" label text source\n",
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"12694 ham This song means so much to me thank you soooo... youtube-spam\n",
108-
"12695 ham &lt;3 youtube-spam\n",
109-
"12696 spam KATY PERRY, I AM THE \"DÉCIO CABELO\", \"DECIO HA... youtube-spam\n",
110-
"12697 ham Honestly speaking except taylor swift and adel... youtube-spam\n",
111-
"12698 ham who is going to reach the billion first : katy... youtube-spam"
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"12712 ham This song means so much to me thank you soooo... youtube-spam\n",
108+
"12713 ham &lt;3 youtube-spam\n",
109+
"12714 spam KATY PERRY, I AM THE \"DÉCIO CABELO\", \"DECIO HA... youtube-spam\n",
110+
"12715 ham Honestly speaking except taylor swift and adel... youtube-spam\n",
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"12716 ham who is going to reach the billion first : katy... youtube-spam"
112112
]
113113
},
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"execution_count": 2,
@@ -142,7 +142,7 @@
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"data": {
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"text/plain": [
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"('ham',\n",
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" 'Subject: txu noms . for 3 / 14 / 01\\r\\n( see attached file : hplno 314 . xls )\\r\\n- hplno 314 . xls')"
145+
" 'Subject: password reset\\r\\nthis is a generated email - do not reply !\\r\\nif you need further assistance , contact the isc help desk at : 713 - 345 - 4727\\r\\nthe password for your account : po 0507544 has been reset to : 14031399')"
146146
]
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},
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"execution_count": 4,
@@ -214,8 +214,8 @@
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"2022-05-12 11:31:40.540490: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/lib/mesa-diverted/x86_64-linux-gnu:/usr/lib/x86_64-linux-gnu/mesa:/usr/lib/x86_64-linux-gnu/dri:/usr/lib/x86_64-linux-gnu/gallium-pipe\n",
218-
"2022-05-12 11:31:40.540552: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n"
217+
"2022-05-15 09:03:05.326533: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/lib/mesa-diverted/x86_64-linux-gnu:/usr/lib/x86_64-linux-gnu/mesa:/usr/lib/x86_64-linux-gnu/dri:/usr/lib/x86_64-linux-gnu/gallium-pipe\n",
218+
"2022-05-15 09:03:05.326601: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n"
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]
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}
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],
@@ -355,7 +355,7 @@
355355
{
356356
"data": {
357357
"text/plain": [
358-
"5922675"
358+
"5922945"
359359
]
360360
},
361361
"execution_count": 21,

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