Geekbench ML Score

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

Result Information

Upload Date June 12 2021 08:18 PM
Views 1

System Information

System Information
Operating System iOS 14.6
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% 378
40.5 IPS
 
Image Classification (F16)
100% 361
38.6 IPS
 
Image Classification (I8)
81% 290
31.1 IPS
 
Image Segmentation (F32)
100% 195
1.20 IPS
 
Image Segmentation (F16)
100% 302
1.87 IPS
 
Image Segmentation (I8)
89% 710
4.39 IPS
 
Pose Estimation (F32)
100% 150
0.61 IPS
 
Pose Estimation (F16)
100% 126
0.51 IPS
 
Pose Estimation (I8)
80% 139
0.56 IPS
 
Object Detection (F32)
100% 342
12.0 IPS
 
Object Detection (F16)
100% 447
15.7 IPS
 
Object Detection (I8)
52% 487
17.1 IPS
 
Face Detection (F32)
100% 552
6.34 IPS
 
Face Detection (F16)
100% 551
6.33 IPS
 
Face Detection (I8)
75% 573
6.59 IPS
 
Text Classification (F32)
100% 579
229.0 IPS
 
Text Classification (F16)
100% 651
257.6 IPS
 
Machine Translation (F32)
100% 740
114.1 IPS
 
Machine Translation (F16)
100% 746
115.0 IPS
 

Compare

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