NVIDIA GeForce RTX 5090 - ONNX DirectML vs NVIDIA GeForce RTX 5090 - ONNX DirectML

	NVIDIA GeForce RTX 5090 - ONNX DirectML	NVIDIA GeForce RTX 5090 - ONNX DirectML	Difference
Single Precision	49251	49251	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Half Precision	74223	74223	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Quantized	36206	36206	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
	Geekbench AI 1.5.0 Pro	Geekbench AI 1.5.0 Pro

System Information

	NVIDIA GeForce RTX 5090 - ONNX DirectML	NVIDIA GeForce RTX 5090 - ONNX DirectML
AI Framework	ONNX	ONNX
AI Backend	DirectML	DirectML
AI Device	NVIDIA GeForce RTX 5090	NVIDIA GeForce RTX 5090
Operating System	Microsoft Windows 11 IoT Enterprise LTSC (64-bit)	Microsoft Windows 11 IoT Enterprise LTSC (64-bit)
Model	ASUS System Product Name	ASUS System Product Name
Processor	AMD Ryzen 9 9950X @ 4.30 GHz 1 Processor, 16 Cores, 32 Threads	AMD Ryzen 9 9950X @ 4.30 GHz 1 Processor, 16 Cores, 32 Threads
Processor ID	AuthenticAMD Family 26 Model 68 Stepping 0	AuthenticAMD Family 26 Model 68 Stepping 0
Processor Codename
Processor Package
Motherboard	ASUSTeK COMPUTER INC. ROG CROSSHAIR X870E HERO	ASUSTeK COMPUTER INC. ROG CROSSHAIR X870E HERO
Northbridge
Southbridge
BIOS	American Megatrends Inc. 1605	American Megatrends Inc. 1605
Memory	96.00 GB	96.00 GB

AI Performance

	NVIDIA GeForce RTX 5090 - ONNX DirectML	NVIDIA GeForce RTX 5090 - ONNX DirectML	Difference
Image Classification (SP)	18104	18104	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Image Classification (HP)	23861	23861	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Image Classification (Q)	15768	15768	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Image Segmentation (SP)	34596	34596	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Image Segmentation (HP)	42771	42771	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Image Segmentation (Q)	31130	31130	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Pose Estimation (SP)	417808	417808	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Pose Estimation (HP)	1032741	1032741	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Pose Estimation (Q)	332833	332833	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Object Detection (SP)	25782	25782	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Object Detection (HP)	34525	34525	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Object Detection (Q)	20904	20904	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Face Detection (SP)	78940	78940	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Face Detection (HP)	106766	106766	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Face Detection (Q)	61869	61869	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Depth Estimation (SP)	109791	109791	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Depth Estimation (HP)	199403	199403	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Depth Estimation (Q)	79074	79074	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Style Transfer (SP)	628417	628417	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Style Transfer (HP)	1832635	1832635	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Style Transfer (Q)	522797	522797	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Image Super-Resolution (SP)	77201	77201	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Image Super-Resolution (HP)	103575	103575	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Image Super-Resolution (Q)	55587	55587	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Text Classification (SP)	4338	4338	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Text Classification (HP)	5057	5057	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Text Classification (Q)	2554	2554	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Machine Translation (SP)	6824	6824	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Machine Translation (HP)	6824	6824	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML
Machine Translation (Q)	3122	3122	100.0%
NVIDIA GeForce RTX 5090 - ONNX DirectML
NVIDIA GeForce RTX 5090 - ONNX DirectML

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