Geekbench ML Score

2375
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

User danielmcfarland
Upload Date July 22 2021 08:57 AM
Views 2

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 Core ML

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 5040
540.1 IPS
 
Image Classification (F16)
100% 4801
514.5 IPS
 
Image Classification (I8)
81% 647
69.4 IPS
 
Image Segmentation (F32)
100% 1810
11.2 IPS
 
Image Segmentation (F16)
100% 1811
11.2 IPS
 
Image Segmentation (I8)
89% 1186
7.32 IPS
 
Pose Estimation (F32)
100% 18187
73.6 IPS
 
Pose Estimation (F16)
100% 18349
74.2 IPS
 
Pose Estimation (I8)
80% 224
0.91 IPS
 
Object Detection (F32)
100% 6103
214.2 IPS
 
Object Detection (F16)
100% 6128
215.1 IPS
 
Object Detection (I8)
52% 919
32.3 IPS
 
Face Detection (F32)
100% 6028
69.3 IPS
 
Face Detection (F16)
100% 6061
69.6 IPS
 
Face Detection (I8)
75% 900
10.3 IPS
 
Text Classification (F32)
100% 952
376.6 IPS
 
Text Classification (F16)
100% 982
388.3 IPS
 
Machine Translation (F32)
100% 1693
260.9 IPS
 
Machine Translation (F16)
100% 1695
261.3 IPS
 

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