Geekbench ML Score

441
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 10:35 PM
Views 2

System Information

System Information
Operating System iOS 15.0.2
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 Core ML

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 235
25.1 IPS
 
Image Classification (F16)
100% 233
25.0 IPS
 
Image Classification (I8)
81% 359
38.5 IPS
 
Image Segmentation (F32)
100% 761
4.70 IPS
 
Image Segmentation (F16)
100% 753
4.65 IPS
 
Image Segmentation (I8)
89% 660
4.07 IPS
 
Pose Estimation (F32)
100% 694
2.81 IPS
 
Pose Estimation (F16)
100% 689
2.79 IPS
 
Pose Estimation (I8)
80% 131
0.53 IPS
 
Object Detection (F32)
100% 568
19.9 IPS
 
Object Detection (F16)
100% 547
19.2 IPS
 
Object Detection (I8)
52% 510
17.9 IPS
 
Face Detection (F32)
100% 804
9.24 IPS
 
Face Detection (F16)
100% 746
8.57 IPS
 
Face Detection (I8)
75% 490
5.63 IPS
 
Text Classification (F32)
100% 119
47.1 IPS
 
Text Classification (F16)
100% 127
50.3 IPS
 
Machine Translation (F32)
100% 737
113.5 IPS
 
Machine Translation (F16)
100% 747
115.1 IPS
 

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