Geekbench ML Score

419
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 21 2021 07:28 PM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPhone 8
Model IDiPhone10,4
Motherboard D201AP
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% 372
39.8 IPS
 
Image Classification (F16)
100% 366
39.2 IPS
 
Image Classification (I8)
81% 375
40.2 IPS
 
Image Segmentation (F32)
100% 289
1.78 IPS
 
Image Segmentation (F16)
100% 300
1.85 IPS
 
Image Segmentation (I8)
89% 697
4.31 IPS
 
Pose Estimation (F32)
100% 157
0.64 IPS
 
Pose Estimation (F16)
100% 151
0.61 IPS
 
Pose Estimation (I8)
80% 165
0.67 IPS
 
Object Detection (F32)
100% 431
15.1 IPS
 
Object Detection (F16)
100% 446
15.6 IPS
 
Object Detection (I8)
52% 503
17.6 IPS
 
Face Detection (F32)
100% 643
7.38 IPS
 
Face Detection (F16)
100% 643
7.39 IPS
 
Face Detection (I8)
75% 593
6.81 IPS
 
Text Classification (F32)
100% 626
247.7 IPS
 
Text Classification (F16)
100% 714
282.4 IPS
 
Machine Translation (F32)
100% 713
109.9 IPS
 
Machine Translation (F16)
100% 752
115.9 IPS
 

Compare

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