From 50e6fe2f5c324e6bd43b15c87a16fa3e2edcbd73 Mon Sep 17 00:00:00 2001
From: Anthony Wang <ta180m@pm.me>
Date: Thu, 16 Dec 2021 08:36:40 -0600
Subject: [PATCH] Add latest code

---
 benchmark.ipynb | 16 +++-------------
 gpu.ipynb       |  8 ++++----
 2 files changed, 7 insertions(+), 17 deletions(-)

diff --git a/benchmark.ipynb b/benchmark.ipynb
index 4d40901..7b688c3 100644
--- a/benchmark.ipynb
+++ b/benchmark.ipynb
@@ -9,19 +9,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Downloading data from https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz\n",
-      "170500096/170498071 [==============================] - 6s 0us/step\n",
-      "170508288/170498071 [==============================] - 6s 0us/step\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import tensorflow as tf\n",
     "from tensorflow import keras\n",
@@ -32,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/gpu.ipynb b/gpu.ipynb
index eb78fb3..6834ca0 100644
--- a/gpu.ipynb
+++ b/gpu.ipynb
@@ -178,9 +178,9 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2021-12-13 09:17:46.054935: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX AVX2 FMA\n",
+      "2021-12-14 11:02:14.613167: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations:  SSE3 SSE4.1 SSE4.2 AVX AVX2 FMA\n",
       "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
-      "2021-12-13 09:17:46.056226: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1510] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 7676 MB memory:  -> device: 0, name: AMD Radeon RX 6600 XT, pci bus id: 0000:08:00.0\n"
+      "2021-12-14 11:02:14.614359: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1510] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 7676 MB memory:  -> device: 0, name: AMD Radeon RX 6600 XT, pci bus id: 0000:08:00.0\n"
      ]
     },
     {
@@ -335,7 +335,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 3,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2021-09-24T01:22:04.461315Z",
@@ -381,7 +381,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 4,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2021-09-24T01:22:04.468279Z",