Half-precision floating-point format

Binary 4 – Floating Point Binary Fractions 1

This is the fourth in a series of videos about the binary number system which is fundamental to the operation of a digital electronic computer. In particular, this video covers the representation of real numbers using floating point binary notation. It begins with a description of standard

From playlist Binary

Binary 5 – Floating Point Range versus Precision

This is the fifth in a series of videos about the binary number system which is fundamental to the operation of a digital electronic computer. In particular, this video elaborates on the representation of real numbers using floating point binary notation. It explains how the relative allo

From playlist Binary

Binary 8 – Floating Point Binary Subtraction

This is the eighth in a series of videos about the binary number system which is fundamental to the operation of a digital electronic computer. In particular, this video covers subtraction of floating point binary numbers for a given sized mantissa and exponent, both in two’s complement.

From playlist Binary

Decimal Notation: Writing Decimals in Words

This video explains how to write numbers in decimal notation in words. http://mathispower4u.com

From playlist Introduction to Decimals

Binary 7 – Floating Point Binary Addition

This is the seventh in a series of videos about the binary number system which is fundamental to the operation of a digital electronic computer. In particular, this video covers adding together floating point binary numbers for a given sized mantissa and exponent, both in two’s complement.

From playlist Binary

Fraction to Decimal

This video will teach students how to convert from fractions to decimals. In particular, I show students how to set up a long division problem using a fraction. Next, I demonstrate the technique of adding zeroes so that an accurate decimal can be found. Thank you for watching and please s

From playlist PreAlgebra

Decimal Notation: Rounding Decimals

This video explains how to round decimals to a given place value. http://mathispower4u.com

From playlist Number Sense - Decimals, Percents, and Ratios

Boost Fine-Tuning Performance of LLM: Optimal Architecture w/ PEFT LoRA Adapter-Tuning on Your GPU

Not enough memory to fine-tune your Language Model: T5, GPT, OPT, BLOOM, Llama, ..? Optimize your model architecture to the MAX for optimal fine-tuning (adapter-tuning) for faster, cheaper and MIN memory on your GPU! LLM Fine-Tuning on a Budget: Supercharge Your Language Model on a Norma

From playlist ALPACA and Adapter-tuning w/ PEFT & LoRA for new LLMs

Mixed precision arithmetic: hardware, algorithms and analysis, Theo Mary

From playlist LMS Graduate Student Meeting, November 2020

Examples: Writing a Decimal as a Simplified Fraction

This video provides examples of writing a number in decimal notation as a fraction in reduced or simplified form. Complete video list: http://www.mathispower4u.com

From playlist Introduction to Decimals

Half-Precision Math in Modeling and Code Generation

Learn about the half-precision datatype in MATLAB®. Walk through the process of building highly efficient embedded algorithms and generating efficient C++, HDL, and GPU code that use half-precision. See how using half-precision can speed up your deep learning, computer vision, and other wo

From playlist Tips and Tricks from MATLAB and Simulink Developers

Ultimate Guide To Scaling ML Models - Megatron-LM | ZeRO | DeepSpeed | Mixed Precision

🚀 Sign up for AssemblyAI's speech API using my link 🚀 https://www.assemblyai.com/?utm_source=youtube&utm_medium=social&utm_campaign=theaiepiphany 👨‍👩‍👧‍👦 Join our Discord community 👨‍👩‍👧‍👦 https://discord.gg/peBrCpheKE In this video I show you what it takes to scale ML models up to tril

From playlist Miscellaneous

Performant, scalable models in TensorFlow 2 with tf.data, tf.function & tf.distribute (TF World '19)

TensorFlow’s tf.distribute library helps you scale your model from a single GPU to multiple GPUs and finally to multiple machines using simple APIs that require very few changes to your existing code. Come learn about how you can use tf.distribute to scale your machine learning model on a

From playlist TensorFlow World 2019

Why we can't take "dt" to 0 in a computer: Sources of error in numerical differentiation

We have seen that the error of numerical differentiation typically scales with the time step dt. So why can't we just reduce the time step arbitrarily small to control the error? This video describes how numbers are stored in a computer and how small roundoff errors are amplified by very

From playlist Engineering Math: Differential Equations and Dynamical Systems

IEEE 754 Standard for Floating Point Binary Arithmetic

This computer science video describes the IEEE 754 standard for floating point binary. The layouts of single precision, double precision and quadruple precision floating point binary numbers are described, including the sign bit, the biased exponent and the mantissa. Examples of how to con

From playlist Binary

[1] - Introduction to C/C++ - Basic starting points

This is my very first video introducing basic concepts of programming in C/C++. See the notebook page here: https://tinyurl.com/y88xv3kl Please comment and give me feedback. Was it too basic, too slow, too fast? What should I cover in the next video? Did I skip over something or do s

From playlist One-off Tutorials

NumericArray—Compact Representation of "Numeric" Arrays

To learn more about Wolfram Technology Conference, please visit: https://www.wolfram.com/events/technology-conference/ Speaker: PiotrWendykier Wolfram developers and colleagues discussed the latest in innovative technologies for cloud computing, interactive deployment, mobile devices, an

From playlist Wolfram Technology Conference 2018

Learn how to subtract a larger decimal from a smaller decimal

👉 You will learn how to add and subtract numbers in decimal form. When adding and subtracting decimals it is very important to align the decimal points and use zero as space holders. Then you will apply the operations just like we do in multi-digit operations but keep track of the decima

From playlist Decimals