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@bogger
bogger / deploy.prototxt
Last active January 20, 2025 06:23
GoogLeNet_cars
name: "GoogleNet"
input: "data"
input_dim: 10
input_dim: 3
input_dim: 224
input_dim: 224
# hierarchy 1
# conv -> relu -> pool -> lrn

AWS LambdaのPythonから利用出来るOpenCV3.0のライブラリを作成する手順

AWS Lambdaの実行環境の確認

AWSのLambda 実行環境と利用できるライブラリで確認する。

2015年12月現在では、 AMI ID: アジアパシフィック(東京) リージョンの ami-cbf90ecb を使っている。

OpenCVのビルド環境を作る

@Mistobaan
Mistobaan / tensorflow_cuda_osx.md
Last active July 25, 2023 18:54
How to enable cuda support for tensor flow on Mac OS X (Updated on April:2016 Tensorflow 0.8)

These instructions will explain how to install tensorflow on mac with cuda enabled GPU suport. I assume you know what tensorflow is and why you would want to have a deep learning framework running on your computer.

Prerequisites

Make sure to update your homebrew formulas

brew update
@joseph-zhong
joseph-zhong / BUILD_AWS_LAMBDA.md
Last active March 21, 2025 19:21 — forked from mmitou/how-to-build-opencv3.0.0-for-aws-lambda.md
Building OpenCV for AWS Lambda Python

To build OpenCV3.0 for AWS Lambda Python

Summary

Because AWS Lambda runs in a Amazon Linux environment, to run external modules you must

Create the OpenCV build environment

sudo yum update -y
@nadavrot
nadavrot / Matrix.md
Last active November 13, 2025 13:08
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

@mendhak
mendhak / apigateway.tf
Last active March 15, 2025 20:09
Terraform - API Gateway with greedy path (proxy+) calling httpbin. Also includes deployment
terraform {
required_providers {
aws = {
source = "hashicorp/aws"
version = "~> 4.0"
}
}
}
provider "aws" {
@johnhw
johnhw / umap_sparse.py
Last active May 11, 2025 07:18
1 million prime UMAP layout
### JHW 2018
import numpy as np
import umap
# This code from the excellent module at:
# https://stackoverflow.com/questions/4643647/fast-prime-factorization-module
import random