NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML vs NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML

	NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML	NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML	Difference
Single Precision	19197	19197	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Half Precision	31787	31787	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Quantized	14345	14345	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
	Geekbench AI 1.1.0 Pro	Geekbench AI 1.1.0 Pro

System Information

	NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML	NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
AI Framework	ONNX	ONNX
AI Backend	DirectML	DirectML
AI Device	NVIDIA GeForce RTX 4070 Laptop GPU	NVIDIA GeForce RTX 4070 Laptop GPU
Operating System	Microsoft Windows 11 Pro (64-bit)	Microsoft Windows 11 Pro (64-bit)
Model	ASUSTeK COMPUTER INC. ROG Zephyrus G16 GA605WI_GA605WI	ASUSTeK COMPUTER INC. ROG Zephyrus G16 GA605WI_GA605WI
Processor	AMD Ryzen AI 9 HX 370 @ 2.00 GHz 1 Processor, 12 Cores, 24 Threads	AMD Ryzen AI 9 HX 370 @ 2.00 GHz 1 Processor, 12 Cores, 24 Threads
Processor ID	AuthenticAMD Family 26 Model 36 Stepping 0	AuthenticAMD Family 26 Model 36 Stepping 0
Processor Codename
Processor Package
Motherboard	ASUSTeK COMPUTER INC. GA605WI	ASUSTeK COMPUTER INC. GA605WI
Northbridge
Southbridge
BIOS	American Megatrends International, LLC. GA605WI.306	American Megatrends International, LLC. GA605WI.306
Memory	32.00 GB	32.00 GB

AI Performance

	NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML	NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML	Difference
Image Classification (SP)	8170	8170	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Image Classification (HP)	12362	12362	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Image Classification (Q)	6954	6954	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Image Segmentation (SP)	13801	13801	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Image Segmentation (HP)	18523	18523	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Image Segmentation (Q)	12097	12097	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Pose Estimation (SP)	108548	108548	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Pose Estimation (HP)	301752	301752	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Pose Estimation (Q)	95333	95333	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Object Detection (SP)	9126	9126	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Object Detection (HP)	15814	15814	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Object Detection (Q)	7570	7570	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Face Detection (SP)	19844	19844	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Face Detection (HP)	33143	33143	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Face Detection (Q)	15051	15051	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Depth Estimation (SP)	40452	40452	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Depth Estimation (HP)	81304	81304	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Depth Estimation (Q)	34255	34255	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Style Transfer (SP)	176016	176016	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Style Transfer (HP)	442023	442023	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Style Transfer (Q)	156917	156917	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Image Super-Resolution (SP)	36664	36664	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Image Super-Resolution (HP)	50403	50403	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Image Super-Resolution (Q)	26281	26281	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Text Classification (SP)	3082	3082	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Text Classification (HP)	3908	3908	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Text Classification (Q)	1955	1955	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Machine Translation (SP)	3812	3812	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Machine Translation (HP)	4109	4109	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
Machine Translation (Q)	1463	1463	100.0%
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML
NVIDIA GeForce RTX 4070 Laptop GPU - ONNX DirectML

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