Geekbench ML Score

445
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 10:32 PM
Views 1

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% 237
25.4 IPS
 
Image Classification (F16)
100% 234
25.1 IPS
 
Image Classification (I8)
81% 359
38.4 IPS
 
Image Segmentation (F32)
100% 751
4.64 IPS
 
Image Segmentation (F16)
100% 784
4.84 IPS
 
Image Segmentation (I8)
89% 661
4.08 IPS
 
Pose Estimation (F32)
100% 710
2.87 IPS
 
Pose Estimation (F16)
100% 690
2.79 IPS
 
Pose Estimation (I8)
80% 130
0.52 IPS
 
Object Detection (F32)
100% 671
23.6 IPS
 
Object Detection (F16)
100% 510
17.9 IPS
 
Object Detection (I8)
52% 510
17.9 IPS
 
Face Detection (F32)
100% 780
8.97 IPS
 
Face Detection (F16)
100% 797
9.16 IPS
 
Face Detection (I8)
75% 490
5.63 IPS
 
Text Classification (F32)
100% 119
47.2 IPS
 
Text Classification (F16)
100% 126
50.0 IPS
 
Machine Translation (F32)
100% 731
112.7 IPS
 
Machine Translation (F16)
100% 735
113.3 IPS
 

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