Geekbench ML Score

454
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 10:28 PM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPad (6th generation)
Model IDiPad7,5
Motherboard J71bAP
CPU Information
Name Apple A10 Fusion
Topology 1 Processor, 2 Cores
Identifier ARM
Base Frequency 2.32 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache3.00 MB x 1
Memory Information
Size 1.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 283
30.3 IPS
 
Image Classification (F16)
100% 278
29.8 IPS
 
Image Classification (I8)
81% 548
58.7 IPS
 
Image Segmentation (F32)
100% 531
3.28 IPS
 
Image Segmentation (F16)
100% 532
3.29 IPS
 
Image Segmentation (I8)
89% 998
6.17 IPS
 
Pose Estimation (F32)
100% 161
0.65 IPS
 
Pose Estimation (F16)
100% 158
0.64 IPS
 
Pose Estimation (I8)
80% 215
0.87 IPS
 
Object Detection (F32)
100% 470
16.5 IPS
 
Object Detection (F16)
100% 471
16.5 IPS
 
Object Detection (I8)
52% 735
25.8 IPS
 
Face Detection (F32)
100% 594
6.82 IPS
 
Face Detection (F16)
100% 576
6.62 IPS
 
Face Detection (I8)
75% 673
7.74 IPS
 
Text Classification (F32)
100% 551
217.9 IPS
 
Text Classification (F16)
100% 601
237.8 IPS
 
Machine Translation (F32)
100% 600
92.4 IPS
 
Machine Translation (F16)
100% 633
97.5 IPS
 

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