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	495	495	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Half Precision	16539	16539	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Quantized	37335	37335	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)	300	300	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (HP)	12736	12736	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (Q)	32139	32139	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (SP)	379	379	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (HP)	7842	7842	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (Q)	21870	21870	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (SP)	534	534	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (HP)	71825	71825	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (Q)	294969	294969	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (SP)	302	302	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (HP)	12178	12178	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (Q)	13823	13823	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (SP)	719	719	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (HP)	25619	25619	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (Q)	89319	89319	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (SP)	636	636	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (HP)	45135	45135	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (Q)	82102	82102	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (SP)	1031	1031	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (HP)	61198	61198	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (Q)	294256	294256	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (SP)	343	343	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (HP)	32618	32618	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (Q)	82109	82109	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (SP)	439	439	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (HP)	2514	2514	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (Q)	5585	5585	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (SP)	684	684	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (HP)	3021	3021	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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