5 Questions about Dual GPU for Machine Learning (with Exxact dual 3090 workstation)
Jeff Heaton
View ChannelAbout
Videos about my machine learning projects. ** Follow Me on Social Media! GitHub: https://github.com/jeffheaton Twitter: https://twitter.com/jeffheaton Instagram: https://www.instagram.com/jeffheatondotcom/ Discord: https://discord.gg/3bjthYv Patreon: https://www.patreon.com/jeffheaton
Latest Posts
Video Description
In this video I cover how to use a dual GPU system for machine learning and deep learning. I look at five questions you might have about a dual GPU system. 1:01 Question 1: Do two GPUs combine into one big GPU? 1:42 Data Paralyzation 2:40 Dual GPU Performance 5:02 Model Paralyzation 7:16 Question 2: Can I buy one now, and one later? 9:37 Question 3: Can I mix multiple types of GPU? 10:35 Question 4: How do you cool multiple GPUs? 12:39 Do I need NVLink? ** System Used ** * TRX40 Motherboard * Threadripper 3960x * 128GB Memory (16GBx8) * 2x 4TB PCIe 4.0 NVME * 2x NVIDIA GeForce RTX 3090 * NVLINK Bridge For more information about the machine featured in this video, please visit: https://www.exxactcorp.com/Deep-Learning-NVIDIA-GPU-Workstations?utm_source=web%20referral&utm_medium=backlink&utm_campaign=Jeff%20Heaton
Boost ML Performance
AI-recommended products based on this video

Seasonic Focus V4 GX-1000 (ATX3) - 1000W - 80+ Gold - ATX 3.0 & PCIe 5.1 Ready -Full-Modular -ATX Form Factor -Premium Japanese Capacitor -10 Year Warranty -Nvidia RTX 30/40 Super & AMD GPU Compatible

HP Victus 15.6" 144Hz FHD Gaming Laptop, Intel i5-12450H, 32GB RAM, 1TB PCIe SSD, NVIDIA GeForce RTX 3050, Backlit Keyboard, HD Webcam, Win 11, Blue, 256GB Docking Station Set

Acer Swift X 14" FHD Laptop, AMD Ryzen 7 5825U, NVIDIA GeForce RTX 3050Ti, 16GB RAM, 512GB SSD, Windows 11 Home

WiFi Extender Signal Booster Internet Boosters 1200 Mbps High Speed, 10,000 Sq. Ft Coverage, 4 External Antennas, Dual Band 1-Tap Setup for Home, Office, and Multi-Story House White

WiFi Extender Signal Booster Internet Boosters 1200 Mbps High Speed, 10,000 Sq. Ft Coverage, 4 External Antennas, Dual Band 1-Tap Setup for Home, Office, and Multi-Story House (White-1200)

WiFi Extender Signal Booster Internet Boosters - 1200Mbps High-Speed, 10,000 Sq. Ft Coverage, 4 External Antennas, Dual Band 2.4/5GHz, 1-Tap Setup, for Home, Office, Multi-Story House & Gaming

WiFi Extender Signal Booster Coverage, Dual Band 2.4GHz & 5GHz Internet Boosters, Easy Setup, Eliminate Dead Zones for Home, Office, Multi-Story House, Gaming & Remote Work Repeater (White-1200)

GIGABYTE - AORUS Elite 16 Gaming Laptop - 165Hz 2560x1600 WQXGA - NVIDIA GeForce RTX 5070 - Intel Core Ultra 9 275HX - 1TB SSD with 32GB DDR5 RAM - Windows 11 Home AD (AORUS Elite 16 BWHC3USC64SH)

Portable Air Conditioners for Bedroom, Dual Motor Evaporative Air Cooler with 3 Speeds & 3 Mist, 7 Color Night Light Cooling Fan with 2-8H Timer, 1100ML Personal AC Unit for Office Room

NOTODD Laptop 16" 12GB LPDDR4 512GB SSD Celeron N5095 Up to 2.9Ghz Quad-Core Win 11 PC 1920*1200 2K Screen Dual WIFI Support 2.5" HDD 1TB SSD Expand with Cooling Fan Numeric Keypad for Business-Purple

Automatic Cooling Fan and Charger Station Accessories for Xbox Series X Console&Controller, Temperature Control Fan System and Charging Dock with 11 RGB Lights, 2 Rechargeable Batteries, Headset Stand

Charging Stand with Cooling Fan for Xbox Series X Console & Controller,Vertical Dual Charger Station Dock Accessories with 2X 1400mAh Rechargeable Battery & Cover,Headset Stand & 10 Game Slots

BOSGAME P3 Lite Mini PC, AMD Ryzen 7 6800H Mini Computer (8C/16T, up to 4.7GHz), 24GB DDR4 1TB M.2 NVMe SSD, Triple Display Desktop Gaming PC, Pre-in Win 11 Pro, Dual LAN, WiFi 6E, BT 5.2

ORIGIMAGIC N1 Mini PC, Ryzen 7 5825U(8C/16T, UP to 4.5GHz) 32GB RAM 1TB M.2 NVMe SSD, Mini Computer 4K Quad Display/Dual USB-C(Support Data/PD3.0/DP) /WiFi 6E/BT5.2, Light Gaming/Office

ORIGIMAGIC N1 Mini PC Ryzen 7 5825U(8C/16T, UP to 4.5GHZ), Mini Computers 16GB DDR4 RAM 512GB M.2 NVMe SSD, Support 4K Quad Display/WiFi 6E/BT5.2/2.5G LAN/Dual USB-C(Data/PD3.0/DP),Home/Office

origimagic N1 Gaming Mini PC, AMD Ryzen 7 5825U(8C/16T, UP to 4.5GHz) 32GB RAM 1TB M.2 NVMe SSD, Mini Computer Support 4K Quad Display/WiFi 6E/BT5.2/Dual USB-C(Support Data/PD3.0/DP) Gaming/Office

Beelink EQR5 Mini PC, AMD Ryzen 5 5650U(7nm, 6C/12T) up to 4.2GHz, Mini Computer 32GB DDR4 RAM 1TB PCIe3.0x4 SSD, Micro PC 4K@60Hz Dual HDMI Display/WiFi6/BT5.2/Office/Home/HTPC/W-11 Pro

BOSGAME Mini PC Intel Core i5 12600H(12C/16T, up 4.5GHz), 32GB DDR4 RAM 512GB PCIe SSD, Mini Desktop Computers Dual LAN/4x USB3.2/WiFi6E/BT5.2/HDMI+DP+USB-C/4K Triple Display

Beelink Mini PC, AMD Ryzen 7 5825U(6nm, 8C/16T) up to 4.5GHz, Mini Computer 32GB DDR4 RAM 500GB PCIe3.0x4 SSD, Micro PC 4K@60Hz Dual HDMI Display/WiFi6/BT5.2/Office/Home/HTPC/W-11 Pro

M9 Plus Mini PC with 2.1" Display, Intel Core i9-12900HK (14C/20T 5.0GHz), 32GB DDR4 RAM + 1TB NVMe SSD, Mini Desktop Computer, Compact Desktop Triple 4K Display, WiFi6, BT5.2, USB-C

ARZOPA Portable Monitor, 16.1" FHD 1080P Kickstand 100% sRGB High Color Gamut Portable Laptop Monitor IPS Eye Care Screen for High-end Office & Entertainment - Z1C

Wireless Earbuds, Bluetooth Headphones 5.3 HiFi Stereo Ear Buds, 80H Bluetooth Earbuds with Dual LED Display Charging Case, IPX7 Waterproof Earphones for Android iOS

7 inch Monitor IPS 1024x600 LCD Display Monitor HDMI Small Portable Monitor with Dual Speakers & Metal Case

Android 15 Tablet 10 Inch with Case, 18GB RAM 128GB ROM, 1280 x 800 IPS HD Touchscreen, Octa-Core Processor, 1TB Expandable, WiFi 6, BT5.4, Dual Camera 5MP+8MP,6000mAh, GPS
![UPERFECT Portable Monitor, 2023 [New Version] 15.6" IPS HDR 1920X1080 FHD Eye Care Screen USB C Gaming Monitor, Dual Speaker Computer Display HDMI Type-C VESA for Laptop PC Phone w/Smart Case](https://m.media-amazon.com/images/I/71UePqgqiML._AC_UL960_FMwebp_QL65_.jpg)


