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@dojoteef
dojoteef / profile.py
Last active June 5, 2023 11:44
A CUDA memory profiler for pytorch
'''
Memory profiling utilities
'''
import gc
import inspect
import linecache
import os.path
import sys
import time
import threading
@nadavrot
nadavrot / Matrix.md
Last active July 21, 2024 17:27
Efficient matrix multiplication

High-Performance Matrix Multiplication

This is a short post that explains how to write a high-performance matrix multiplication program on modern processors. In this tutorial I will use a single core of the Skylake-client CPU with AVX2, but the principles in this post also apply to other processors with different instruction sets (such as AVX512).

Intro

Matrix multiplication is a mathematical operation that defines the product of

@lattner
lattner / TaskConcurrencyManifesto.md
Last active July 25, 2024 20:23
Swift Concurrency Manifesto
@cgswong
cgswong / iterm2.md
Last active March 25, 2024 08:43
iterm2 shortcut cheat sheet

Note: You may have to go into Preferences (⌘,) -> Profiles -> Keys and enable Left option (⌥) key acts as: +Esc for the option commands to work.

Modifier Symbol
Option
Command
Control
Caps Lock
Shift
@proger
proger / awesome-lvcs-cv.md
Last active January 22, 2017 09:32
Papers discussed at Computer Vision Track, Winter School 2017, Computer Science @ UCU
@subfuzion
subfuzion / curl.md
Last active July 25, 2024 08:53
curl POST examples

Common Options

-#, --progress-bar Make curl display a simple progress bar instead of the more informational standard meter.

-b, --cookie <name=data> Supply cookie with request. If no =, then specifies the cookie file to use (see -c).

-c, --cookie-jar <file name> File to save response cookies to.

@squarism
squarism / iterm2.md
Last active July 27, 2024 08:03
An iTerm2 Cheatsheet

Tabs and Windows

Function Shortcut
New Tab + T
Close Tab or Window + W (same as many mac apps)
Go to Tab + Number Key (ie: ⌘2 is 2nd tab)
Go to Split Pane by Direction + Option + Arrow Key
Cycle iTerm Windows + backtick (true of all mac apps and works with desktops/mission control)
@kastnerkyle
kastnerkyle / conv_deconv_vae.py
Last active April 21, 2023 01:18
Convolutional Variational Autoencoder, modified from Alec Radford at (https://gist.github.com/Newmu/a56d5446416f5ad2bbac)
# Alec Radford, Indico, Kyle Kastner
# License: MIT
"""
Convolutional VAE in a single file.
Bringing in code from IndicoDataSolutions and Alec Radford (NewMu)
Additionally converted to use default conv2d interface instead of explicit cuDNN
"""
import theano
import theano.tensor as T
from theano.compat.python2x import OrderedDict
@iamatypeofwalrus
iamatypeofwalrus / commands.md
Created September 3, 2014 18:17
Mac OS X -> Productivity Commands

Calendar

  • ⌘-t --> Go to Today

Terminal

  • ctrl-a --> go to beginning of terminal line
  • ctrl-e --> go to end of terminal line
  • alt-click --> go to character