Apache Software Foundation CloudStack KVM Hypervisor vs Apache Software Foundation CloudStack KVM Hypervisor

	Apache Software Foundation CloudStack KVM Hypervisor	Apache Software Foundation CloudStack KVM Hypervisor	Difference
Single Precision	571	571	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Half Precision	562	562	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Quantized	389	389	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
	Geekbench AI 1.5.0	Geekbench AI 1.5.0

System Information

	Apache Software Foundation CloudStack KVM Hypervisor	Apache Software Foundation CloudStack KVM Hypervisor
AI Framework	TensorFlow Lite	TensorFlow Lite
AI Backend	CPU	CPU
AI Device	AMD EPYC Processor	AMD EPYC Processor
Operating System	Debian GNU/Linux 12 (bookworm)	Debian GNU/Linux 12 (bookworm)
Model	Apache Software Foundation CloudStack KVM Hypervisor	Apache Software Foundation CloudStack KVM Hypervisor
Processor	AMD EPYC @ 2.64 GHz 1 Processor, 4 Cores	AMD EPYC @ 2.64 GHz 1 Processor, 4 Cores
Processor ID	AuthenticAMD Family 23 Model 1 Stepping 2	AuthenticAMD Family 23 Model 1 Stepping 2
Motherboard	N/A	N/A
BIOS	SeaBIOS 1.16.3-debian-1.16.3-2	SeaBIOS 1.16.3-debian-1.16.3-2
Memory	5.78 GB	5.78 GB

AI Performance

	Apache Software Foundation CloudStack KVM Hypervisor	Apache Software Foundation CloudStack KVM Hypervisor	Difference
Image Classification (SP)	264	264	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Image Classification (HP)	281	281	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Image Classification (Q)	186	186	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Image Segmentation (SP)	748	748	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Image Segmentation (HP)	555	555	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Image Segmentation (Q)	325	325	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Pose Estimation (SP)	1103	1103	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Pose Estimation (HP)	1120	1120	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Pose Estimation (Q)	809	809	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Object Detection (SP)	301	301	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Object Detection (HP)	296	296	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Object Detection (Q)	220	220	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Face Detection (SP)	783	783	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Face Detection (HP)	733	733	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Face Detection (Q)	616	616	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Depth Estimation (SP)	814	814	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Depth Estimation (HP)	809	809	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Depth Estimation (Q)	516	516	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Style Transfer (SP)	1753	1753	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Style Transfer (HP)	1732	1732	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Style Transfer (Q)	1786	1786	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Image Super-Resolution (SP)	419	419	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Image Super-Resolution (HP)	492	492	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Image Super-Resolution (Q)	329	329	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Text Classification (SP)	214	214	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Text Classification (HP)	216	216	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Text Classification (Q)	158	158	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Machine Translation (SP)	569	569	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Machine Translation (HP)	564	564	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor
Machine Translation (Q)	253	253	100.0%
Apache Software Foundation CloudStack KVM Hypervisor
Apache Software Foundation CloudStack KVM Hypervisor

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