Geekbench ML Score

906
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 15 2021 08:50 PM
Views 155

System Information

System Information
Operating System iOS 15.0
Model iPad14,2
Model IDiPad14,2
Motherboard J311AP
CPU Information
Name ARM
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.93 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% 765
82.0 IPS
 
Image Classification (F16)
100% 720
77.2 IPS
 
Image Classification (I8)
81% 474
50.8 IPS
 
Image Segmentation (F32)
100% 1017
6.28 IPS
 
Image Segmentation (F16)
100% 985
6.08 IPS
 
Image Segmentation (I8)
89% 1454
8.98 IPS
 
Pose Estimation (F32)
100% 396
1.60 IPS
 
Pose Estimation (F16)
100% 390
1.58 IPS
 
Pose Estimation (I8)
80% 466
1.88 IPS
 
Object Detection (F32)
100% 1008
35.4 IPS
 
Object Detection (F16)
100% 1014
35.6 IPS
 
Object Detection (I8)
52% 765
26.8 IPS
 
Face Detection (F32)
100% 1259
14.5 IPS
 
Face Detection (F16)
100% 1214
14.0 IPS
 
Face Detection (I8)
75% 847
9.73 IPS
 
Text Classification (F32)
100% 1310
518.2 IPS
 
Text Classification (F16)
100% 1253
495.5 IPS
 
Machine Translation (F32)
100% 1852
285.4 IPS
 
Machine Translation (F16)
100% 1856
286.0 IPS
 

Compare

Set Baseline

Share

Geekbench ML now available for download