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	494	494	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Half Precision	498	498	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Quantized	924	924	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	NNAPI	NNAPI
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)	296	296	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (HP)	299	299	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (Q)	554	554	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)	385	385	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (Q)	740	740	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (SP)	537	537	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (HP)	537	537	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (Q)	2029	2029	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (SP)	295	295	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (HP)	300	300	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (Q)	555	555	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)	724	724	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (Q)	1519	1519	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (SP)	647	647	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (HP)	652	652	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (Q)	1241	1241	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (SP)	1028	1028	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (HP)	1029	1029	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (Q)	2428	2428	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)	346	346	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (Q)	1191	1191	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (SP)	447	447	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (HP)	448	448	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (Q)	633	633	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (SP)	674	674	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (HP)	677	677	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (Q)	286	286	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550

Compare

Remove Baseline