Farley Lai farleylai

Background

Currently if you try to use the TensorFlow rust bindings crate: tensorflow = "0.17.0", this crate's sub-crate: tensorflow-sys will try to build the underlying TensorFlow C library from the source as Google hasn't provided an official release for Apple M1, but unfortunately the building will fail.

This gist provides a full working instructions for you to build the TensorFlow C library on Apple M1 (darwin_arm64), and eventually use it with the TensorFlow rust bindings crate: tensorflow = "0.17.0".

This gist was tested on TensorFlow v2.8.0, the other versions should work in the same way.

Steps

YouTube video stream format codes

Comprehensive list of YouTube format code itags

itag Code	Container	Content	Resolution	Bitrate	Range	VR / 3D
5	flv	audio/video	240p	-	-	-
6	flv	audio/video	270p	-	-	-
17	3gp	audio/video	144p	-	-	-
18	mp4	audio/video	360p	-	-	-
22	mp4	audio/video	720p	-	-	-

This configuration worked for me, hope it helps

It is based on: https://becominghuman.ai/deep-learning-gaming-build-with-nvidia-titan-xp-and-macbook-pro-with-thunderbolt2-5ceee7167f8b

and on: https://stackoverflow.com/questions/44744737/tensorflow-mac-os-gpu-support

Hardware

Streaming your Linux desktop to Youtube and Twitch via Nvidia's NVENC and VAAPI:

Considerations to take when live streaming:

The following best practice observations apply when using a hardware-based encoder for live streaming to any platform:

Set the buffer size (-bufsize:v) equal to the target bitrate (-b:v). You want to ensure that you're encoding in CBR mode.
Set up the encoders as shown:

Anaconda Python script running as systemd service

This way a Python daemon can be installed on Rasbian, Ubuntu or similar systems using systemd.

Installing:

sudo cp hello.service /lib/systemd/system/hello.service
sudo systemctl daemon-reload
sudo systemctl enable hello.service

	#!/usr/bin/env ruby

	require 'aws-sdk'

	# initialize S3 client
	s3_client = Aws::S3::Client.new(region: 'us-east-1')

	# initialize KMS client
	kms_client = Aws::KMS::Client.new(region: 'us-east-1')

	// ==UserScript==
	// @name Bypass New York Times paywall (20 article limit)
	// @author Mathias Bynens <http://mathiasbynens.be/>
	// @link http://mths.be/axa
	// @match http://www.nytimes.com/*
	// ==/UserScript==

	(function(d) {
	d.getElementById('overlay').style.display = 'none';
	d.getElementById('gatewayCreative').style.display = 'none';

	gcd={a,b->b?gcd(b,a%b):a}
	mcm={a,b->a*b/gcd(a,b)}