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	498	498	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Half Precision	16591	16591	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Quantized	37415	37415	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)	301	301	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (HP)	12778	12778	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (Q)	32192	32192	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (SP)	381	381	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (HP)	7956	7956	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (Q)	21986	21986	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (SP)	505	505	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (HP)	71613	71613	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (Q)	295334	295334	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (SP)	306	306	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (HP)	12198	12198	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (Q)	13817	13817	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (SP)	730	730	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (HP)	25552	25552	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (Q)	89641	89641	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (SP)	660	660	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (HP)	45105	45105	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (Q)	82174	82174	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (SP)	1032	1032	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (HP)	61201	61201	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (Q)	294343	294343	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (SP)	348	348	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (HP)	32583	32583	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (Q)	82059	82059	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (SP)	440	440	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (HP)	2517	2517	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (Q)	5614	5614	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (SP)	698	698	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (HP)	3077	3077	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (Q)	1864	1864	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550

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