progress: added tensorflow container and shared data directory

2024-06-04 00:56:03 +00:00
parent b728d59bbc
commit 1013e80286
6 changed files with 1411 additions and 0 deletions
@@ -0,0 +1,75 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "000d047d-3dfd-48cb-a3c3-bd1ad7c78b71",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "TensorFlow version: 2.16.1\n",
+      "GPUs detected: 1\n",
+      " - /physical_device:GPU:0\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "2024-06-03 21:52:43.785816: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:998] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
+      "2024-06-03 21:52:43.795907: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:998] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
+      "2024-06-03 21:52:43.799970: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:998] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n"
+     ]
+    }
+   ],
+   "source": [
+    "import tensorflow as tf\n",
+    "\n",
+    "def get_available_gpus():\n",
+    "    gpus = tf.config.list_physical_devices('GPU')\n",
+    "    if gpus:\n",
+    "        print(f\"GPUs detected: {len(gpus)}\")\n",
+    "        for gpu in gpus:\n",
+    "            print(f\" - {gpu.name}\")\n",
+    "    else:\n",
+    "        print(\"No GPUs detected.\")\n",
+    "\n",
+    "if __name__ == \"__main__\":\n",
+    "    print(\"TensorFlow version:\", tf.__version__)\n",
+    "    get_available_gpus()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "324dc7a1-61b8-4384-bfed-4385e7dbe49d",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.0rc1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}