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	431	431	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Half Precision	442	442	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Quantized	885	885	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)	293	293	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (HP)	296	296	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Classification (Q)	547	547	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (SP)	378	378	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (HP)	382	382	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Segmentation (Q)	737	737	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (SP)	293	293	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (HP)	295	295	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Pose Estimation (Q)	1410	1410	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (SP)	169	169	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (HP)	185	185	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Object Detection (Q)	559	559	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (SP)	625	625	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (HP)	715	715	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Face Detection (Q)	1484	1484	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (SP)	640	640	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (HP)	643	643	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Depth Estimation (Q)	1230	1230	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (SP)	1019	1019	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (HP)	1017	1017	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Style Transfer (Q)	2417	2417	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (SP)	337	337	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (HP)	338	338	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Image Super-Resolution (Q)	1173	1173	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)	444	444	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Text Classification (Q)	629	629	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (SP)	672	672	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (HP)	672	672	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Machine Translation (Q)	285	285	100.0%
Qualcomm catfish_arm64_ref_qualcomm_qcs8550
Qualcomm catfish_arm64_ref_qualcomm_qcs8550

Compare

Remove Baseline