Geekbench ML Score

384
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 28 2021 11:20 PM
Views 2

System Information

System Information
Operating System iOS 15.0
Model iPhone 8
Model IDiPhone10,4
Motherboard D201AP
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% 380
40.7 IPS
 
Image Classification (F16)
100% 375
40.2 IPS
 
Image Classification (I8)
81% 288
30.8 IPS
 
Image Segmentation (F32)
100% 623
3.85 IPS
 
Image Segmentation (F16)
100% 614
3.79 IPS
 
Image Segmentation (I8)
89% 343
2.12 IPS
 
Pose Estimation (F32)
100% 78
0.32 IPS
 
Pose Estimation (F16)
100% 84
0.34 IPS
 
Pose Estimation (I8)
80% 128
0.52 IPS
 
Object Detection (F32)
100% 338
11.8 IPS
 
Object Detection (F16)
100% 389
13.7 IPS
 
Object Detection (I8)
52% 488
17.1 IPS
 
Face Detection (F32)
100% 549
6.30 IPS
 
Face Detection (F16)
100% 564
6.48 IPS
 
Face Detection (I8)
75% 577
6.63 IPS
 
Text Classification (F32)
100% 632
249.8 IPS
 
Text Classification (F16)
100% 716
283.1 IPS
 
Machine Translation (F32)
100% 744
114.6 IPS
 
Machine Translation (F16)
100% 747
115.2 IPS
 

Compare

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