Audio Training 200x faster 🤯
When it comes to training AI models for audio related tasks, a new kind of challenge presents itself. Let’s take the example of a...
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Best Tech Materials for Deep Learning Speedup
- Jul 10, 2023
- 1 min
2D Medical Imaging - 18x faster
Dataset: MICCAI Gleason 2019 Challenge Dataset - https://gleason2019.grand-challenge.org/ MICCAI 2019 Automatic Prostate Gleason Grading...
103 views
- Jul 10, 2023
- 1 min
3D Medical Imaging - 12x faster
Dataset: IXITiny Dataset- https://torchio.readthedocs.io/_modules/torchio/datasets/ixi.html#IXITiny Machine config: 8 x NVIDIA...
78 views
- Jul 10, 2023
- 1 min
Video Classification - 18x faster
Dataset: Charades Dataset - https://prior.allenai.org/projects/charades The Charades dataset is composed of 9,848 videos of daily indoors...
109 views
- Apr 26, 2023
- 2 min
GPU Shortage: A Guide How To Deal With It
It's expected that the need for AI compute power will grow by 750x over the next 5 years, while hardware performance will grow by 12x at...
509 views
- Apr 3, 2023
- 4 min
CV training on Steroids - 18x speed up
AI model complexity is expected to increase by 750x over the next 5 years, while accelerator performance is expected to increase by...
559 views
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