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Accelerated graphics and compute API for Machine Learning - DirectML
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by Chai Chaoweeraprasit (Microsoft)
DirectML is Microsoft's hardware-accelerated machine learning platform that
powers popular frameworks such as TensorFlow and ONNX Runtime. It expands the
framework's hardware footprint by enabling high-performance training and
inference on any device with DirectX-capable GPU
00:32 What & Why
02:26 Under the hood
04:19 Windows ML
05:12 TensorFlow
06:09 SonoCNS
07:18 Auto Reframe
08:12 Super Resolution
09:16 YOLO V4
09:42 Style Transfer
10:11 Resources
DirectML is Microsoft's hardware-accelerated machine learning platform that
powers popular frameworks such as TensorFlow and ONNX Runtime. It expands the
framework's hardware footprint by enabling high-performance training and
inference on any device with DirectX-capable GPU
00:32 What & Why
02:26 Under the hood
04:19 Windows ML
05:12 TensorFlow
06:09 SonoCNS
07:18 Auto Reframe
08:12 Super Resolution
09:16 YOLO V4
09:42 Style Transfer
10:11 Resources
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Accelerated graphics and compute API for Machine Learning - DirectML
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