Geekbench ML Score

899
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

User danielmcfarland
Upload Date July 22 2021 08:55 AM
Views 3

System Information

System Information
Operating System iOS 14.7
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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 625
67.0 IPS
 
Image Classification (F16)
100% 612
65.6 IPS
 
Image Classification (I8)
81% 431
46.2 IPS
 
Image Segmentation (F32)
100% 972
6.00 IPS
 
Image Segmentation (F16)
100% 960
5.93 IPS
 
Image Segmentation (I8)
89% 1395
8.62 IPS
 
Pose Estimation (F32)
100% 373
1.51 IPS
 
Pose Estimation (F16)
100% 371
1.50 IPS
 
Pose Estimation (I8)
80% 449
1.82 IPS
 
Object Detection (F32)
100% 948
33.3 IPS
 
Object Detection (F16)
100% 945
33.2 IPS
 
Object Detection (I8)
52% 738
25.9 IPS
 
Face Detection (F32)
100% 1102
12.7 IPS
 
Face Detection (F16)
100% 1091
12.5 IPS
 
Face Detection (I8)
75% 818
9.40 IPS
 
Text Classification (F32)
100% 2347
928.2 IPS
 
Text Classification (F16)
100% 2328
920.9 IPS
 
Machine Translation (F32)
100% 1689
260.2 IPS
 
Machine Translation (F16)
100% 1680
258.9 IPS
 

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