Geekbench ML Score

359
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 14 2023 11:38 AM
Views 1

System Information

System Information
Operating System Android 13
Model vivo V2218
Model IDvivo V2218
Motherboard k6985v1_64
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.85 GHz
Cluster 31 Core @ 3.05 GHz
Memory Information
Size 7.17 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 197
21.1 IPS
 
Image Classification (F16)
100% 229
24.5 IPS
 
Image Classification (I8)
81% 175
18.7 IPS
 
Image Segmentation (F32)
100% 589
3.64 IPS
 
Image Segmentation (F16)
100% 549
3.39 IPS
 
Image Segmentation (I8)
89% 841
5.20 IPS
 
Pose Estimation (F32)
100% 280
1.13 IPS
 
Pose Estimation (F16)
100% 285
1.15 IPS
 
Pose Estimation (I8)
80% 245
0.99 IPS
 
Object Detection (F32)
100% 233
8.17 IPS
 
Object Detection (F16)
100% 224
7.85 IPS
 
Object Detection (I8)
52% 271
9.52 IPS
 
Face Detection (F32)
100% 546
6.27 IPS
 
Face Detection (F16)
100% 448
5.15 IPS
 
Face Detection (I8)
75% 505
5.80 IPS
 
Text Classification (F32)
100% 314
124.3 IPS
 
Text Classification (F16)
100% 298
117.8 IPS
 
Machine Translation (F32)
100% 723
111.5 IPS
 
Machine Translation (F16)
100% 732
112.8 IPS
 

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