pc onnx direct ML vs pc onnx direct ML

	pc onnx direct ML	pc onnx direct ML	Difference
Single Precision	16953	16953	100.0%
pc onnx direct ML
pc onnx direct ML
Half Precision	27541	27541	100.0%
pc onnx direct ML
pc onnx direct ML
Quantized	11525	11525	100.0%
pc onnx direct ML
pc onnx direct ML
	Geekbench AI 1.2.0	Geekbench AI 1.2.0

System Information

	pc onnx direct ML	pc onnx direct ML
AI Framework	ONNX	ONNX
AI Backend	DirectML	DirectML
AI Device	NVIDIA GeForce RTX 3060 Ti	NVIDIA GeForce RTX 3060 Ti
Operating System	Microsoft Windows 11 Education (64-bit)	Microsoft Windows 11 Education (64-bit)
Model	ASUS System Product Name	ASUS System Product Name
Processor	AMD Ryzen 7 5700X3D @ 3.00 GHz 1 Processor, 8 Cores, 16 Threads	AMD Ryzen 7 5700X3D @ 3.00 GHz 1 Processor, 8 Cores, 16 Threads
Processor ID	AuthenticAMD Family 25 Model 33 Stepping 2	AuthenticAMD Family 25 Model 33 Stepping 2
Processor Codename
Processor Package
Motherboard	ASUSTeK COMPUTER INC. TUF GAMING X570-PRO (WI-FI)	ASUSTeK COMPUTER INC. TUF GAMING X570-PRO (WI-FI)
Northbridge
Southbridge
BIOS	American Megatrends Inc. 5021	American Megatrends Inc. 5021
Memory	64.00 GB	64.00 GB

AI Performance

	pc onnx direct ML	pc onnx direct ML	Difference
Image Classification (SP)	7174	7174	100.0%
pc onnx direct ML
pc onnx direct ML
Image Classification (HP)	10943	10943	100.0%
pc onnx direct ML
pc onnx direct ML
Image Classification (Q)	5351	5351	100.0%
pc onnx direct ML
pc onnx direct ML
Image Segmentation (SP)	10368	10368	100.0%
pc onnx direct ML
pc onnx direct ML
Image Segmentation (HP)	14588	14588	100.0%
pc onnx direct ML
pc onnx direct ML
Image Segmentation (Q)	8500	8500	100.0%
pc onnx direct ML
pc onnx direct ML
Pose Estimation (SP)	100649	100649	100.0%
pc onnx direct ML
pc onnx direct ML
Pose Estimation (HP)	267195	267195	100.0%
pc onnx direct ML
pc onnx direct ML
Pose Estimation (Q)	80960	80960	100.0%
pc onnx direct ML
pc onnx direct ML
Object Detection (SP)	8537	8537	100.0%
pc onnx direct ML
pc onnx direct ML
Object Detection (HP)	13952	13952	100.0%
pc onnx direct ML
pc onnx direct ML
Object Detection (Q)	6497	6497	100.0%
pc onnx direct ML
pc onnx direct ML
Face Detection (SP)	20332	20332	100.0%
pc onnx direct ML
pc onnx direct ML
Face Detection (HP)	30956	30956	100.0%
pc onnx direct ML
pc onnx direct ML
Face Detection (Q)	15991	15991	100.0%
pc onnx direct ML
pc onnx direct ML
Depth Estimation (SP)	42012	42012	100.0%
pc onnx direct ML
pc onnx direct ML
Depth Estimation (HP)	81787	81787	100.0%
pc onnx direct ML
pc onnx direct ML
Depth Estimation (Q)	28564	28564	100.0%
pc onnx direct ML
pc onnx direct ML
Style Transfer (SP)	162126	162126	100.0%
pc onnx direct ML
pc onnx direct ML
Style Transfer (HP)	393749	393749	100.0%
pc onnx direct ML
pc onnx direct ML
Style Transfer (Q)	126320	126320	100.0%
pc onnx direct ML
pc onnx direct ML
Image Super-Resolution (SP)	29109	29109	100.0%
pc onnx direct ML
pc onnx direct ML
Image Super-Resolution (HP)	39752	39752	100.0%
pc onnx direct ML
pc onnx direct ML
Image Super-Resolution (Q)	17008	17008	100.0%
pc onnx direct ML
pc onnx direct ML
Text Classification (SP)	2304	2304	100.0%
pc onnx direct ML
pc onnx direct ML
Text Classification (HP)	3176	3176	100.0%
pc onnx direct ML
pc onnx direct ML
Text Classification (Q)	1267	1267	100.0%
pc onnx direct ML
pc onnx direct ML
Machine Translation (SP)	3305	3305	100.0%
pc onnx direct ML
pc onnx direct ML
Machine Translation (HP)	3353	3353	100.0%
pc onnx direct ML
pc onnx direct ML
Machine Translation (Q)	1391	1391	100.0%
pc onnx direct ML
pc onnx direct ML

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