Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070) vs Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)

	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)	Difference
Single Precision	29044	29044	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Half Precision	52674	52674	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Quantized	22229	22229	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
	Geekbench AI 1.5.0	Geekbench AI 1.5.0

System Information

	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
AI Framework	ONNX	ONNX
AI Backend	DirectML	DirectML
AI Device	NVIDIA GeForce RTX 5070	NVIDIA GeForce RTX 5070
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: RTX 5070)	Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)	Difference
Image Classification (SP)	11592	11592	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Image Classification (HP)	20306	20306	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Image Classification (Q)	10489	10489	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Image Segmentation (SP)	22068	22068	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Image Segmentation (HP)	33701	33701	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Image Segmentation (Q)	19867	19867	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Pose Estimation (SP)	157167	157167	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Pose Estimation (HP)	478496	478496	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Pose Estimation (Q)	138287	138287	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Object Detection (SP)	15417	15417	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Object Detection (HP)	25452	25452	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Object Detection (Q)	12807	12807	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Face Detection (SP)	40633	40633	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Face Detection (HP)	61025	61025	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Face Detection (Q)	33267	33267	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Depth Estimation (SP)	62553	62553	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Depth Estimation (HP)	138269	138269	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Depth Estimation (Q)	51573	51573	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Style Transfer (SP)	228113	228113	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Style Transfer (HP)	815467	815467	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Style Transfer (Q)	194547	194547	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Image Super-Resolution (SP)	42399	42399	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Image Super-Resolution (HP)	80575	80575	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Image Super-Resolution (Q)	33165	33165	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Text Classification (SP)	4237	4237	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Text Classification (HP)	5320	5320	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Text Classification (Q)	2462	2462	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Machine Translation (SP)	6617	6617	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Machine Translation (HP)	6689	6689	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Machine Translation (Q)	2930	2930	100.0%
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)
Custom Built PC 2025 (Framework: Onnx Backend: DirectML Device: RTX 5070)

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