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HW1
Due on Feb 10
Since we don't have cloud service available, you have to run it locally. You may try to use commercial cloud also. Even for more powerful machine, I think Amazon Web Service (AWS) should be less than $1 per hour. You can check out this link too if you are interested. I am not sure about other service though.
Supposingly, after installing Anaconda, you can just run “pip install -r requirements.txt” (requirements.txt is under the assignment1 folder after you unzip the package). However, I did come across several issues installing the requirements over a freshly installed Anaconda on Xubuntu 16.04. As I guess you may come into the same troubles, I would like to share the experience with you all below.
Note that there is a duplicate requirement of the pillow library in requirements.txt. You will need to remove one of those. I removed the the older one and it seems fine.
It complained with freetype library. You can fix it with
sudo apt-get install libfreetype6-dev libxft-dev
following this post.
There was also a complaint of ncurses library. You can fix it with
sudo apt-get install lib32ncurses5-dev
Then I had problem starting jupyter. It appears to be a libzmq issue. You can fix this with pip install -U zmq.
And as a rule of thumb, if you got complaints for a particular library. Just try to install the latest version with pip install -U. It usually solves the issue.
Last but not least, remember to grab the cifar10 dataset. You should run get_datasets.sh under assignment1/cs231n/datasets (i.e., sh ./get_datasets.sh).
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