NVIDIA GeForce RTX 4090 - ONNX DirectML vs NVIDIA GeForce RTX 4090 - ONNX DirectML

	NVIDIA GeForce RTX 4090 - ONNX DirectML	NVIDIA GeForce RTX 4090 - ONNX DirectML	Difference
Single Precision	34154	34154	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Half Precision	45525	45525	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Quantized	25838	25838	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
	Geekbench AI 1.0.0 Pro	Geekbench AI 1.0.0 Pro

System Information

	NVIDIA GeForce RTX 4090 - ONNX DirectML	NVIDIA GeForce RTX 4090 - ONNX DirectML
AI Framework	ONNX	ONNX
AI Backend	DirectML	DirectML
AI Device	NVIDIA GeForce RTX 4090	NVIDIA GeForce RTX 4090
Operating System	Microsoft Windows 11 Enterprise (64-bit)	Microsoft Windows 11 Enterprise (64-bit)
Model	Gigabyte Technology Co., Ltd. X570 AORUS XTREME	Gigabyte Technology Co., Ltd. X570 AORUS XTREME
Processor	AMD Ryzen 9 5950X @ 3.40 GHz 1 Processor, 16 Cores, 32 Threads	AMD Ryzen 9 5950X @ 3.40 GHz 1 Processor, 16 Cores, 32 Threads
Processor ID	AuthenticAMD Family 25 Model 33 Stepping 0	AuthenticAMD Family 25 Model 33 Stepping 0
Processor Codename
Processor Package
Motherboard	Gigabyte Technology Co., Ltd. X570 AORUS XTREME	Gigabyte Technology Co., Ltd. X570 AORUS XTREME
Northbridge
Southbridge
BIOS	American Megatrends International, LLC. F39b	American Megatrends International, LLC. F39b
Memory	128.00 GB	128.00 GB

AI Performance

	NVIDIA GeForce RTX 4090 - ONNX DirectML	NVIDIA GeForce RTX 4090 - ONNX DirectML	Difference
Image Classification (SP)	12472	12472	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Image Classification (HP)	16062	16062	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Image Classification (Q)	10576	10576	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Image Segmentation (SP)	20163	20163	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Image Segmentation (HP)	24254	24254	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Image Segmentation (Q)	17478	17478	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Pose Estimation (SP)	305978	305978	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Pose Estimation (HP)	519661	519661	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Pose Estimation (Q)	266025	266025	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Object Detection (SP)	16453	16453	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Object Detection (HP)	20736	20736	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Object Detection (Q)	14280	14280	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Face Detection (SP)	43159	43159	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Face Detection (HP)	52857	52857	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Face Detection (Q)	36823	36823	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Depth Estimation (SP)	86977	86977	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Depth Estimation (HP)	145973	145973	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Depth Estimation (Q)	63801	63801	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Style Transfer (SP)	547269	547269	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Style Transfer (HP)	937589	937589	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Style Transfer (Q)	466611	466611	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Image Super-Resolution (SP)	56378	56378	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Image Super-Resolution (HP)	73528	73528	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Image Super-Resolution (Q)	42587	42587	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Text Classification (SP)	3165	3165	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Text Classification (HP)	3752	3752	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Text Classification (Q)	2003	2003	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Machine Translation (SP)	4655	4655	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Machine Translation (HP)	4565	4565	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML
Machine Translation (Q)	2020	2020	100.0%
NVIDIA GeForce RTX 4090 - ONNX DirectML
NVIDIA GeForce RTX 4090 - ONNX DirectML

Compare

Remove Baseline