Geekbench ML Score

474
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date January 19 2022 10:52 AM
Views 2

System Information

System Information
Operating System iOS 15.2.1
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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 380
40.8 IPS
 
Image Classification (F16)
100% 367
39.4 IPS
 
Image Classification (I8)
81% 283
30.3 IPS
 
Image Segmentation (F32)
100% 596
3.68 IPS
 
Image Segmentation (F16)
100% 602
3.72 IPS
 
Image Segmentation (I8)
89% 835
5.16 IPS
 
Pose Estimation (F32)
100% 193
0.78 IPS
 
Pose Estimation (F16)
100% 187
0.76 IPS
 
Pose Estimation (I8)
80% 193
0.78 IPS
 
Object Detection (F32)
100% 539
18.9 IPS
 
Object Detection (F16)
100% 542
19.0 IPS
 
Object Detection (I8)
52% 505
17.7 IPS
 
Face Detection (F32)
100% 682
7.84 IPS
 
Face Detection (F16)
100% 653
7.50 IPS
 
Face Detection (I8)
75% 577
6.63 IPS
 
Text Classification (F32)
100% 635
251.0 IPS
 
Text Classification (F16)
100% 675
267.1 IPS
 
Machine Translation (F32)
100% 723
111.4 IPS
 
Machine Translation (F16)
100% 741
114.1 IPS
 

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