Geekbench ML Score

443
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 10:29 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% 239
25.7 IPS
 
Image Classification (F16)
100% 235
25.1 IPS
 
Image Classification (I8)
81% 359
38.5 IPS
 
Image Segmentation (F32)
100% 745
4.60 IPS
 
Image Segmentation (F16)
100% 770
4.75 IPS
 
Image Segmentation (I8)
89% 661
4.08 IPS
 
Pose Estimation (F32)
100% 683
2.76 IPS
 
Pose Estimation (F16)
100% 689
2.79 IPS
 
Pose Estimation (I8)
80% 131
0.53 IPS
 
Object Detection (F32)
100% 541
19.0 IPS
 
Object Detection (F16)
100% 576
20.2 IPS
 
Object Detection (I8)
52% 510
17.9 IPS
 
Face Detection (F32)
100% 842
9.67 IPS
 
Face Detection (F16)
100% 755
8.67 IPS
 
Face Detection (I8)
75% 490
5.64 IPS
 
Text Classification (F32)
100% 127
50.3 IPS
 
Text Classification (F16)
100% 121
47.7 IPS
 
Machine Translation (F32)
100% 740
114.1 IPS
 
Machine Translation (F16)
100% 737
113.5 IPS
 

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