The Netflix TechBlog

NOVEMBER 13, 2023

To evaluate and benchmark our dataset, we manually labeled 20 audio tracks from various TV shows which do not overlap with our training data. One of the fundamental issues encountered during the annotation of our manually-labeled TVSM-test set, was the definition of music and speech. What constitutes music or speech?

Architecture 224

Architecture Energy Benchmarking Processing 224

John McCalpin

APRIL 2, 2020

This includes all architectures, all compilers, all operating systems, and all system configurations. To show that I can criticize my own work as well, here I show that sustained memory bandwidth (using an approximation to the STREAM Benchmark ) is also inadequate as a single figure of metric. (It

Benchmarking 59

Benchmarking Performance Latency Architecture 59

PDC

APRIL 14, 2019

It ranks the world’s 500 most powerful supercomputers based on their performance as measured by the Linpack benchmark. The ranking of the supercomputers in the Top500 list is determined by their performance as measured in specific tests. The Green500 list ranks the most energy-efficient supercomputers.

Energy 40

Energy Benchmarking Efficiency Website 40

Adrian Cockcroft

JUNE 21, 2022

Another big jump, but now it was my job to run benchmarks in the lab, and write white papers that explained the new products to the world, as they were launched. I was mostly coding in C, tuning FORTRAN, and when I needed to do a lot of data analysis of benchmark results used the S-PLUS statistics language, that is the predecessor to R.

Tuning 52

Tuning Benchmarking Engineering C++ 52

The Netflix TechBlog

MARCH 14, 2023

Specifically, we will dive into the architecture that powers search capabilities for studio applications at Netflix. We build creator tooling to enable these colleagues to focus their time and energy on creativity. Unfortunately, much of their energy goes into labor-intensive pre-work. Artists and video editors must create them.

Media 291

Media Innovation Energy Architecture 291

Highly Scalable

MARCH 10, 2015

A/B testing and panel surveys are used in such cases to get additional data points that improve the precision of the model. It helps to achieve the following goals: Smaller dimensionality helps to concentrate the energy of the signal, so each basis vector significantly contributes to the rating estimation. Problem Statement.

Retail 152

Retail C++ Analytics Metrics 152