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@karpathy
karpathy / min-char-rnn.py
Last active May 19, 2024 16:44
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np
# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)
@PurpleBooth
PurpleBooth / README-Template.md
Last active May 19, 2024 18:20
A template to make good README.md

Project Title

One Paragraph of project description goes here

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

@rodneyrehm
rodneyrehm / gist:40e7946c0cff68a31cea
Last active November 7, 2022 09:11
Diagrams for Documentation

some tools for diagrams in software documentation

Diagrams For Documentation

Obvious Choices

ASCII

@rxaviers
rxaviers / gist:7360908
Last active May 20, 2024 10:15
Complete list of github markdown emoji markup

People

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@jboner
jboner / latency.txt
Last active May 20, 2024 10:14
Latency Numbers Every Programmer Should Know
Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference 0.5 ns
Branch mispredict 5 ns
L2 cache reference 7 ns 14x L1 cache
Mutex lock/unlock 25 ns
Main memory reference 100 ns 20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy 3,000 ns 3 us
Send 1K bytes over 1 Gbps network 10,000 ns 10 us
Read 4K randomly from SSD* 150,000 ns 150 us ~1GB/sec SSD