Geekbench ML Score

878
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 11 2021 04:01 AM
Views 1

System Information

System Information
Operating System iOS 14.6
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% 609
65.3 IPS
 
Image Classification (F16)
100% 597
64.0 IPS
 
Image Classification (I8)
81% 430
46.1 IPS
 
Image Segmentation (F32)
100% 953
5.89 IPS
 
Image Segmentation (F16)
100% 934
5.77 IPS
 
Image Segmentation (I8)
89% 1390
8.59 IPS
 
Pose Estimation (F32)
100% 359
1.45 IPS
 
Pose Estimation (F16)
100% 353
1.43 IPS
 
Pose Estimation (I8)
80% 435
1.76 IPS
 
Object Detection (F32)
100% 887
31.1 IPS
 
Object Detection (F16)
100% 890
31.2 IPS
 
Object Detection (I8)
52% 729
25.6 IPS
 
Face Detection (F32)
100% 1082
12.4 IPS
 
Face Detection (F16)
100% 1063
12.2 IPS
 
Face Detection (I8)
75% 812
9.32 IPS
 
Text Classification (F32)
100% 2329
921.3 IPS
 
Text Classification (F16)
100% 2262
894.5 IPS
 
Machine Translation (F32)
100% 1681
259.1 IPS
 
Machine Translation (F16)
100% 1677
258.4 IPS
 

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