Geekbench ML Score

575
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 21 2021 07:11 PM
Views 1

System Information

System Information
Operating System iOS 15.1
Model iPad Air (4th generation)
Model IDiPad13,1
Motherboard J307AP
CPU Information
Name Apple A14 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.99 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache4.00 MB x 1
Memory Information
Size 3.78 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 356
38.1 IPS
 
Image Classification (F16)
100% 348
37.3 IPS
 
Image Classification (I8)
81% 767
82.2 IPS
 
Image Segmentation (F32)
100% 391
2.41 IPS
 
Image Segmentation (F16)
100% 465
2.87 IPS
 
Image Segmentation (I8)
89% 1238
7.65 IPS
 
Pose Estimation (F32)
100% 259
1.05 IPS
 
Pose Estimation (F16)
100% 176
0.71 IPS
 
Pose Estimation (I8)
80% 255
1.03 IPS
 
Object Detection (F32)
100% 452
15.9 IPS
 
Object Detection (F16)
100% 620
21.8 IPS
 
Object Detection (I8)
52% 922
32.4 IPS
 
Face Detection (F32)
100% 736
8.46 IPS
 
Face Detection (F16)
100% 727
8.35 IPS
 
Face Detection (I8)
75% 932
10.7 IPS
 
Text Classification (F32)
100% 1210
478.6 IPS
 
Text Classification (F16)
100% 1190
470.5 IPS
 
Machine Translation (F32)
100% 766
118.0 IPS
 
Machine Translation (F16)
100% 769
118.5 IPS
 

Compare

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