Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770) vs Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)

	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)	Difference
Single Precision	1808	1808	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Half Precision	1854	1854	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Quantized	1191	1191	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
	Geekbench AI 1.5.0	Geekbench AI 1.5.0

System Information

	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
AI Framework	ONNX	ONNX
AI Backend	DirectML	DirectML
AI Device	Intel(R) UHD Graphics 770	Intel(R) UHD Graphics 770
Operating System	Microsoft Windows 11 Pro (64-bit)	Microsoft Windows 11 Pro (64-bit)
Model	Gigabyte Technology Co., Ltd. Z790 AORUS ELITE AX	Gigabyte Technology Co., Ltd. Z790 AORUS ELITE AX
Processor	Intel Core i7-14700K @ 3.40 GHz 1 Processor, 20 Cores, 28 Threads	Intel Core i7-14700K @ 3.40 GHz 1 Processor, 20 Cores, 28 Threads
Processor ID	GenuineIntel Family 6 Model 183 Stepping 1	GenuineIntel Family 6 Model 183 Stepping 1
Processor Codename
Processor Package
Motherboard	Gigabyte Technology Co., Ltd. Z790 AORUS ELITE AX	Gigabyte Technology Co., Ltd. Z790 AORUS ELITE AX
Northbridge
Southbridge
BIOS	American Megatrends International, LLC. FM	American Megatrends International, LLC. FM
Memory	32.00 GB	32.00 GB

AI Performance

	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)	Difference
Image Classification (SP)	751	751	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Image Classification (HP)	769	769	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Image Classification (Q)	638	638	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Image Segmentation (SP)	1048	1048	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Image Segmentation (HP)	1181	1181	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Image Segmentation (Q)	801	801	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Pose Estimation (SP)	5460	5460	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Pose Estimation (HP)	6026	6026	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Pose Estimation (Q)	3669	3669	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Object Detection (SP)	841	841	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Object Detection (HP)	725	725	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Object Detection (Q)	704	704	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Face Detection (SP)	1696	1696	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Face Detection (HP)	1837	1837	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Face Detection (Q)	1268	1268	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Depth Estimation (SP)	3179	3179	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Depth Estimation (HP)	3447	3447	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Depth Estimation (Q)	2349	2349	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Style Transfer (SP)	11135	11135	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Style Transfer (HP)	14778	14778	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Style Transfer (Q)	8258	8258	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Image Super-Resolution (SP)	1882	1882	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Image Super-Resolution (HP)	2578	2578	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Image Super-Resolution (Q)	955	955	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Text Classification (SP)	893	893	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Text Classification (HP)	508	508	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Text Classification (Q)	411	411	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Machine Translation (SP)	1029	1029	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Machine Translation (HP)	987	987	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Machine Translation (Q)	454	454	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: Intel 770)

Compare

Remove Baseline