Geekbench ML Score

581
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 21 2021 07:10 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% 387
41.4 IPS
 
Image Classification (F16)
100% 385
41.2 IPS
 
Image Classification (I8)
81% 794
85.1 IPS
 
Image Segmentation (F32)
100% 490
3.03 IPS
 
Image Segmentation (F16)
100% 481
2.97 IPS
 
Image Segmentation (I8)
89% 1227
7.58 IPS
 
Pose Estimation (F32)
100% 235
0.95 IPS
 
Pose Estimation (F16)
100% 260
1.05 IPS
 
Pose Estimation (I8)
80% 354
1.43 IPS
 
Object Detection (F32)
100% 533
18.7 IPS
 
Object Detection (F16)
100% 541
19.0 IPS
 
Object Detection (I8)
52% 906
31.8 IPS
 
Face Detection (F32)
100% 664
7.63 IPS
 
Face Detection (F16)
100% 638
7.34 IPS
 
Face Detection (I8)
75% 856
9.83 IPS
 
Text Classification (F32)
100% 576
227.8 IPS
 
Text Classification (F16)
100% 1244
492.2 IPS
 
Machine Translation (F32)
100% 790
121.7 IPS
 
Machine Translation (F16)
100% 849
130.8 IPS
 

Compare

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