Geekbench ML Score

474
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 12 2021 10:42 PM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPhone 8
Model IDiPhone10,1
Motherboard D20AP
CPU Information
Name Apple A11 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.39 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 1.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 376
40.3 IPS
 
Image Classification (F16)
100% 343
36.8 IPS
 
Image Classification (I8)
81% 287
30.8 IPS
 
Image Segmentation (F32)
100% 611
3.77 IPS
 
Image Segmentation (F16)
100% 604
3.73 IPS
 
Image Segmentation (I8)
89% 834
5.15 IPS
 
Pose Estimation (F32)
100% 209
0.84 IPS
 
Pose Estimation (F16)
100% 183
0.74 IPS
 
Pose Estimation (I8)
80% 193
0.78 IPS
 
Object Detection (F32)
100% 500
17.5 IPS
 
Object Detection (F16)
100% 532
18.7 IPS
 
Object Detection (I8)
52% 516
18.1 IPS
 
Face Detection (F32)
100% 673
7.73 IPS
 
Face Detection (F16)
100% 642
7.37 IPS
 
Face Detection (I8)
75% 594
6.82 IPS
 
Text Classification (F32)
100% 615
243.3 IPS
 
Text Classification (F16)
100% 710
280.6 IPS
 
Machine Translation (F32)
100% 748
115.2 IPS
 
Machine Translation (F16)
100% 742
114.3 IPS
 

Compare

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