I mean, in this era of containers, it's not like you'd need this very often, but if you do, you do.
https://cloud-images.ubuntu.com/releases/hirsute/release/unpacked/ubuntu-21.04-server-cloudimg-amd64-vmlinuz-generic https://cloud-images.ubuntu.com/releases/hirsute/release/unpacked/ubuntu-21.04-server-cloudimg-amd64-initrd-generic https://cloud-images.ubuntu.com/releases/hirsute/release/ubuntu-21.04-server-cloudimg-amd64-disk-kvm.img
Run a Finnish to English language translation model fully on your own computer, in minutes.
Automatically downloads the 300 MB language model to your disk.
Install:
python -m venv venv
venv/bin/pip install torch transformers sentencepiece
| # Bounding box from http://norbertrenner.de/osm/bbox.html | |
| HELSINKI_BBOX=24.577,60.079,25.228,60.335 | |
| # OpenStreetMap extract file from Geofabrik | |
| wget https://download.geofabrik.de/europe/finland-latest.osm.pbf | |
| # Cut the 500 MB Finland data file into a 34 MB Helsinki data file | |
| # as this is much faster than using the import bbox. | |
| osmconvert finland-latest.osm.pbf -b="$HELSINKI_BBOX" --out-pbf >helsinki.pbf |
| package com.example.uploadtest | |
| import org.springframework.boot.autoconfigure.SpringBootApplication | |
| import org.springframework.boot.runApplication | |
| import org.springframework.web.bind.annotation.PostMapping | |
| import org.springframework.web.bind.annotation.RequestParam | |
| import org.springframework.web.bind.annotation.RestController | |
| import org.springframework.web.multipart.MultipartFile | |
| @SpringBootApplication |
| ls /var/lib/initramfs-tools | sudo xargs -n1 /usr/lib/dkms/dkms_autoinstaller start | |
| sudo update-initramfs -c -k all | |
| # AWS P2 instance type has K80 GPUs, compute capability 3.7 | |
| # AWS P3 instance type has V100 GPUs, compute capability 7.0 | |
| build:cuda --action_env=TF_CUDA_COMPUTE_CAPABILITIES=3.7,7.0 | |
| build:cuda --action_env=TF_CUDA_VERSION=10 | |
| build:cuda --action_env=TF_CUDNN_VERSION=7 | |
| # manually installed CUDA and cuDNN | |
| build:cuda --action_env=TF_CUDA_PATHS=/usr/local/cuda-10.2.89,/usr/local/cudnn-10.2-7.6.5.32 |
(I also reported this to AWS: awsdocs/amazon-ec2-user-guide#123)
The "Running Amazon Linux 2 as a virtual machine onpremises" page describes a fairly cumbersome way of running Amazon Linux 2 in local virtual machines through using various tools to provision ISO9660 seed.iso files just to serve the VM instance two small data files.
It would be great it the documentation also pointed out that since the VM provisioning is being done with cloud-init, and the image has configured a fairly extensive datasource_list: [ NoCloud, AltCloud, ConfigDrive, OVF, None ] which starts with NoCloud, that NoCloud also allows you to serve these files over HTTP.
There are two easy ways of using network configuration instead of seed.iso. Either you tell GRUB to add a parameter to the kernel boot configuration, or you tell KVM/VMWare/Virtualbox to set the virtual machine's SMBIOS value to something which cloud-init's NoCloud understands.
The documentation page https://cloudinit.readthedocs.
| date | title | tags | |
|---|---|---|---|
2020-02-29 |
Proper CUDA and cuDNN installation |
|
You're here, so you're probably already hurting because of CUDA and cuDNN compatibility, and I won't have to motivate you, or explain why you'd want to have standalone CUDA and cuDNN installations, if you're going to develop using Tensorflow in the long term.
| #! /bin/sh | |
| # Workaround for broken CUDA/NVENC/NVDEC after suspend. | |
| # This file now lives in /lib/systemd/system-sleep/nvidia-resume . | |
| # Remember to chmod 755 it. | |
| PATH=/sbin:/usr/sbin:/bin:/usr/bin | |
| case $1 in | |
| post) |