Geekbench ML Score

382
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 12 2021 10:40 PM
Views 1

System Information

System Information
Operating System iOS 14.6
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 382
41.0 IPS
 
Image Classification (F16)
100% 376
40.3 IPS
 
Image Classification (I8)
81% 285
30.6 IPS
 
Image Segmentation (F32)
100% 629
3.88 IPS
 
Image Segmentation (F16)
100% 627
3.87 IPS
 
Image Segmentation (I8)
89% 348
2.15 IPS
 
Pose Estimation (F32)
100% 76
0.31 IPS
 
Pose Estimation (F16)
100% 83
0.34 IPS
 
Pose Estimation (I8)
80% 128
0.52 IPS
 
Object Detection (F32)
100% 340
11.9 IPS
 
Object Detection (F16)
100% 395
13.9 IPS
 
Object Detection (I8)
52% 484
17.0 IPS
 
Face Detection (F32)
100% 551
6.33 IPS
 
Face Detection (F16)
100% 558
6.41 IPS
 
Face Detection (I8)
75% 589
6.77 IPS
 
Text Classification (F32)
100% 579
228.9 IPS
 
Text Classification (F16)
100% 697
275.5 IPS
 
Machine Translation (F32)
100% 725
111.8 IPS
 
Machine Translation (F16)
100% 754
116.2 IPS
 

Compare

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