GPU Performance Benchmarking for Deep Learning - P40 vs P100 vs RTX 3090

In this video, I benchmark the performance of three of my favorite GPUs for deep learning (DL): the P40, P100, and RTX 3090. Using my custom benchmarking suite, BenchDaddi, I assess the performance of these GPUs across three major DL architectures: CNN, RNN, and Transformers. Whether you're a data scientist, a machine learning engineer, or just an AI enthusiast, this comparison will provide valuable insights into the capabilities of these GPUs.

In this video, you'll discover:
Benchmark Tests: Detailed performance benchmarks across various AI/ML/DL workloads.
Analysis & Insights: In-depth analysis of the results, highlighting strengths and weaknesses.
Use Case Suitability: Recommendations on which GPU is best suited for different types of AI/ML/DL tasks.

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📚 Video Resources:
Link To Looker Report (Data Visualization From Video)
https://lookerstudio.google.com/repor...
Link to Raw GPU Benchmarking Data in Google Sheets
https://docs.google.com/spreadsheets/...
GitHub Repo For BenchDaddi Benchmarking Suite
https://github.com/thedatadaddi/Bench...
Looker Studio - Free Data Visualization Platform
https://lookerstudio.google.com/overview

** PLEASE COLLABORATE **

I cannot possible buy and test every GPU and hardware configuration, but with your help together we can build a library of benchmark data for the betterment of the AI/ML/DL community as a whole. All you need to do to help is pull down the benchmarking suite and run it on your own machines to test the GPUs you have. Then enter the data into google sheets link below under the "new_results" tab. The og_results tab is the original data I used to make this video.

GitHub Repo For BenchDaddi Benchmarking Suite
https://github.com/thedatadaddi/Bench...
Collaborative Results Google Sheet
https://docs.google.com/spreadsheets/...

HOW TO GET IN TOUCH WITH ME

For the most up-to-date contact details, please visit my YouTube bio. Open to any and all inquiries, collaborations, questions, or feel free just to say hello! 👋 Thanks for your interest!

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