From c4d9072903ffad9acca4d096c15154569fb61812 Mon Sep 17 00:00:00 2001
From: Yaman Umuroglu <yamanu@xilinx.com>
Date: Wed, 24 Feb 2021 18:01:59 +0100
Subject: [PATCH] [Notebook] cybsec-1: bring back dataset download
---
.../1-train-mlp-with-brevitas.ipynb | 26 ++++++++++++++++---
1 file changed, 22 insertions(+), 4 deletions(-)
diff --git a/notebooks/end2end_example/cybersecurity/1-train-mlp-with-brevitas.ipynb b/notebooks/end2end_example/cybersecurity/1-train-mlp-with-brevitas.ipynb
index 80d48beee..57fda092c 100644
--- a/notebooks/end2end_example/cybersecurity/1-train-mlp-with-brevitas.ipynb
+++ b/notebooks/end2end_example/cybersecurity/1-train-mlp-with-brevitas.ipynb
@@ -98,16 +98,34 @@
"\n",
"Following Murovic and Trost's open-source implementation provided as a Matlab script [here](https://github.com/TadejMurovic/BNN_Deployment/blob/master/cybersecurity_dataset_unswb15.m), we've created a [Python version](dataloader_quantized.py).\n",
"\n",
- "<font color=\"red\">**FPGA'21 tutorial:** Downloading the original dataset and quantizing it can take some time, so we provide a pre-quantized version for your convenience. The prequantized dataset (unsw_nb15_binarized.npz) should already be available on the AWS instance. If not, uncomment the following line to download:</font>"
+ "<font color=\"red\">**FPGA'21 tutorial:** Downloading the original dataset and quantizing it can take some time, so we provide a download link to the pre-quantized version for your convenience. </font>"
]
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 1,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "--2021-02-24 16:57:33-- https://zenodo.org/record/4519767/files/unsw_nb15_binarized.npz?download=1\n",
+ "Resolving zenodo.org (zenodo.org)... 137.138.76.77\n",
+ "Connecting to zenodo.org (zenodo.org)|137.138.76.77|:443... connected.\n",
+ "HTTP request sent, awaiting response... 200 OK\n",
+ "Length: 13391907 (13M) [application/octet-stream]\n",
+ "Saving to: 'unsw_nb15_binarized.npz'\n",
+ "\n",
+ "unsw_nb15_binarized 100%[===================>] 12.77M 2.17MB/s in 8.9s \n",
+ "\n",
+ "2021-02-24 16:57:44 (1.44 MB/s) - 'unsw_nb15_binarized.npz' saved [13391907/13391907]\n",
+ "\n"
+ ]
+ }
+ ],
"source": [
- "# ! wget -O unsw_nb15_binarized.npz https://zenodo.org/record/4519767/files/unsw_nb15_binarized.npz?download=1"
+ "! wget -O unsw_nb15_binarized.npz https://zenodo.org/record/4519767/files/unsw_nb15_binarized.npz?download=1"
]
},
{
--
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