TPUs, systolic arrays, and bfloat16: accelerate your deep learning | Kaggle
Today we’re going to talk about systolic arrays and bfloat16 multipliers, two components of tensor processing units (TPUs) that are responsible for accelerating your deep learning model training time. ** super important content note **: you may have caught that the on screen image at 4:4
From playlist Deep Learning | Kaggle
Let's make 16 games in C++: Xonix
Download source: https://drive.google.com/uc?export=download&id=1X24AF6OYBp0dFDdjtTx0nlTrGOHb4uRr
From playlist Let's make 16 games in C++/SFML!
Let's make 16 games in C++: Blobby Volley
Download source: https://drive.google.com/uc?export=download&id=1X24AF6OYBp0dFDdjtTx0nlTrGOHb4uRr C++ / SFML / Box2d example
From playlist Let's make 16 games in C++/SFML!
Let's make 16 games in C++: Chess
Download source: https://drive.google.com/uc?export=download&id=1X24AF6OYBp0dFDdjtTx0nlTrGOHb4uRr
From playlist Let's make 16 games in C++/SFML!
Let's make 16 games in C++: Bejeweled (Match-3)
Download source: https://drive.google.com/uc?export=download&id=1X24AF6OYBp0dFDdjtTx0nlTrGOHb4uRr
From playlist Let's make 16 games in C++/SFML!
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
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
Let's make 16 games in C++: Doodle Jump
Download source: https://drive.google.com/uc?export=download&id=1X24AF6OYBp0dFDdjtTx0nlTrGOHb4uRr
From playlist Let's make 16 games in C++/SFML!
Gigabyte R292-4S1 Review w/ 1kW of Intel Xeon Cooper Lake
STH Main Site Article: https://www.servethehome.com/gigabyte-r292-4s1-server-review-2u-4-socket-cooper-lake/ STH Merch on (Tee)Spring: https://the-sth-merch-shop.myteespring.co/ STH Top 5 Weekly Newsletter: https://eepurl.com/dryM09 In our Gigabyte R292-4S1 review, we see how this server
From playlist Cool Server Hardware Series
Let's make 16 games in C++: Minesweeper
Download source: https://drive.google.com/uc?export=download&id=1X24AF6OYBp0dFDdjtTx0nlTrGOHb4uRr
From playlist Let's make 16 games in C++/SFML!
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
#ai #technology #switchtransformer Scale is the next frontier for AI. Google Brain uses sparsity and hard routing to massively increase a model's parameters, while keeping the FLOPs per forward pass constant. The Switch Transformer compares favorably to its dense counterparts in terms of
From playlist Papers Explained
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
Hands-on with a Supermicro 4P Intel Cooper Lake Xeon Server
See the accompanying STH main site article here: https://www.servethehome.com/supermicro-sys-240p-tnrt-4p-3rd-gen-xeon-scalable-cooper-lake/ We had the opportunity to get some hands-on time with the Supermicro SYS-240P-TNRT 4P server ahead of today's Cooper Lake/ Cedar Island 3rd Generati
From playlist Cool Server Hardware Series
Let's make 16 games in C++: 15-Puzzle
Download source: https://drive.google.com/uc?export=download&id=1X24AF6OYBp0dFDdjtTx0nlTrGOHb4uRr
From playlist Let's make 16 games in C++/SFML!
👉 Learn all about decimals. Decimals are numbers written with a decimal point. Digits can be written to the right or to the left of the decimal point. Digits are written to the left of the decimal point increase in value by multiples of 10 while digits written to the right decrease by mul
From playlist Decimals | Learn About
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
Vlog #002: asm, printf and a simple bug
This time I received a short assembly (nasm/win32) program in two versions. A long one that worked and a short one that didn't. The bug turned out to be pretty simple. P.S. This is a fixed re-uploaded version. Thanks to blamedrop for spotting the issue!
From playlist Gynvael's Vlog
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
Let's make 16 games in C++: Arkanoid
Download source: https://drive.google.com/uc?export=download&id=1X24AF6OYBp0dFDdjtTx0nlTrGOHb4uRr
From playlist Let's make 16 games in C++/SFML!