Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement! TVM is an open deep learning compiler stack for CPUs, GPUs, and specialized accelerators. It aims to close the gap between the productivity-focused deep learning frameworks, and the performance- or efficiency-oriented …
Public Cloud Offering GPU Support
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
https://lambdalabs.com/
https://www.floydhub.com/
https://colab.research.google.com/notebooks/intro.ipynb#recent=true
Amazon AWS
Below is a list of instances that have 1 GPU on Amazon …
Train PyTorch Distributedly Using Apache Ray
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Training a Model Implemented in PyTorch
https://github.com/ray-project/ray/tree/master/python/ray/util/sgd/pytorch/examples
Distributed PyTorch Using Apache Ray
RaySGD: Distributed Training Wrappers
Hyperparameter Optimization for …
Cluster Management Made Easy with Ansible
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Installation
sudo pip3 install ansible
Configuration
Ansible looks for configuration file in the following order.
-
ansible.cfgin the current directory. -
~/.ansible.cfg -
/etc/ansible.cfg
Examples
Copy a file to …
Cluster Management Made Easy with the Python Package Fabric
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Ansible is a better alternative to Fabric. It is suggested that you use Ansible instead.
-
Docstring will be displayed when you type the command
fab -l. -
Invoke is for local use …
User Access Control on Linux
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Login Access Control
The /etc/security/access.conf file specifies (user/group, host),
(user/group, network/netmask) or (user/group, tty) combinations
for which a login will be either accepted or …