Qualcomm catfish_arm64_ref_qualcomm_qcs8550 vs Qualcomm catfish_arm64_ref_qualcomm_qcs8550

	Qualcomm catfish_arm64_ref_qualcomm_qcs8550	Qualcomm catfish_arm64_ref_qualcomm_qcs8550	Difference
Single Precision	500	500	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Half Precision	16592	16592	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Quantized	37443	37443	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
	Geekbench AI 1.5.0	Geekbench AI 1.5.0

System Information

	Qualcomm catfish_arm64_ref_qualcomm_qcs8550	Qualcomm catfish_arm64_ref_qualcomm_qcs8550
AI Framework	TensorFlow Lite	TensorFlow Lite
AI Backend	QNN	QNN
AI Device	ARM ARMv8	ARM ARMv8
Operating System	Android 12	Android 12
Model	Qualcomm catfish_arm64_ref_qualcomm_qcs8550	Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Processor	ARM ARMv8 @ 2.02 GHz 1 Processor, 8 Cores	ARM ARMv8 @ 2.02 GHz 1 Processor, 8 Cores
Processor ID	ARM implementer 65 architecture 8 variant 1 part 3406 revision 0	ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Motherboard
Memory	10.92 GB	10.92 GB

AI Performance

	Qualcomm catfish_arm64_ref_qualcomm_qcs8550	Qualcomm catfish_arm64_ref_qualcomm_qcs8550	Difference
Image Classification (SP)	304	304	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (HP)	12820	12820	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (Q)	32287	32287	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (SP)	383	383	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (HP)	7949	7949	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (Q)	21959	21959	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (SP)	538	538	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (HP)	71322	71322	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (Q)	294737	294737	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (SP)	303	303	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (HP)	12171	12171	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (Q)	13869	13869	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (SP)	729	729	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (HP)	25499	25499	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (Q)	89855	89855	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (SP)	653	653	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (HP)	45153	45153	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (Q)	82164	82164	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (SP)	1035	1035	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (HP)	61224	61224	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (Q)	294979	294979	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (SP)	345	345	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (HP)	32558	32558	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (Q)	82276	82276	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (SP)	442	442	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (HP)	2528	2528	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (Q)	5621	5621	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (SP)	696	696	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (HP)	3081	3081	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (Q)	1856	1856	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550

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