Geekbench ML Score

335
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2023 03:39 PM
Views 1

System Information

System Information
Operating System Android 10
Model Sony Xperia XZ3
Model IDSony H9493
Motherboard sdm845
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 6 part 2050 revision 13
Base Frequency 1.77 GHz
Cluster 14 Cores @ 1.77 GHz
Cluster 24 Cores @ 2.80 GHz
Memory Information
Size 5.54 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 417
44.7 IPS
 
Image Classification (F16)
100% 537
57.5 IPS
 
Image Classification (I8)
80% 880
94.3 IPS
 
Image Segmentation (F32)
100% 296
1.83 IPS
 
Image Segmentation (F16)
100% 302
1.87 IPS
 
Image Segmentation (I8)
89% 375
2.32 IPS
 
Pose Estimation (F32)
100% 288
1.16 IPS
 
Pose Estimation (F16)
100% 685
2.77 IPS
 
Pose Estimation (I8)
80% 193
0.78 IPS
 
Object Detection (F32)
100% 449
15.8 IPS
 
Object Detection (F16)
100% 431
15.1 IPS
 
Object Detection (I8)
52% 558
19.6 IPS
 
Face Detection (F32)
100% 833
9.56 IPS
 
Face Detection (F16)
100% 1018
11.7 IPS
 
Face Detection (I8)
75% 1853
21.3 IPS
 
Text Classification (F32)
100% 20
8.02 IPS
 
Text Classification (F16)
100% 20
8.09 IPS
 
Machine Translation (F32)
100% 234
36.0 IPS
 
Machine Translation (F16)
100% 244
37.6 IPS
 

Compare

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