Yusuke Matsui matsui528

Lecturer (Assistant Professor)

matsui528 / install_caffe2_detectron.sh

Last active December 25, 2019 07:44

Install script of caffe2 and detectron on AWS EC2 instance with Deep Learning Base AMI

	# Install script of Caffe2 and Detectron on AWS EC2
	#
	# Tested environment:
	# - AMI: Deep Learning Base AMI (Ubuntu) Version 6.0 - ami-ce3673b6 (CUDA is already installed)
	# - Instance: p3.2xlarge (V100 * 1)
	# - Caffe2: https://github.com/pytorch/pytorch/commit/731273b8d61dfa2aa8b2909f27c8810ede103952
	# - Detectron: https://github.com/facebookresearch/Detectron/commit/cd447c77c96f5752d6b37761d30bbdacc86989a2
	#
	# Usage:
	# Launch a fresh EC2 instance, put this script on the /home/ubuntu/, and run the following command.

matsui528 / l2sqr_functions.cpp

Last active October 23, 2023 05:17

Runtime evaluation for squared Euclidean distances with SSE, AVX, AVX512 implementations

	#include <iostream>
	#include <random>
	#include <chrono>
	#include <x86intrin.h>
	#include <cassert>

	// Runtime evaluation for squared Eucliden distance functions
	// - fvec_L2_sqr_ref: naive reference impl from Faiss
	// - fvec_L2_sqr_sse: SSE impl from Faiss
	// - fvec_L2_sqr_avx: AVX impl from Faiss

matsui528 / faiss_optuna.py

Created December 3, 2018 16:25

Hyper-parameter tuning for faiss using optuna

	# Test for faiss with optuna using siftsmall data
	#
	# (1) install libs:
	# $ pip install optuna
	# $ conda install faiss-cpu -c pytorch
	#
	# (2) Put the following util scripts in the same directory
	# https://github.com/matsui528/rii/blob/master/examples/benchmark/util.py
	#
	# (3) download siftsmall data

matsui528 / config

Created June 11, 2019 14:11

VSCode Remote SSH on ABCI

	Host abci
	HostName es1
	User aaaXXXXXxx
	ProxyCommand ssh -W %h:%p [email protected]

matsui528 / aws_ec2_action.yaml

Created January 15, 2020 14:42

	name: Run python test on an EC2 GPU instance

	on: [push]

	jobs:
	build:
	runs-on: ubuntu-latest
	steps:
	- name: Configure AWS credentials
	uses: aws-actions/configure-aws-credentials@v1