Geekbench ML Score

1932
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 29 2021 01:45 AM
Views 3

System Information

System Information
Operating System iOS 15.1
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 GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 2247
240.7 IPS
 
Image Classification (F16)
100% 3454
370.1 IPS
 
Image Classification (I8)
81% 648
69.5 IPS
 
Image Segmentation (F32)
100% 4493
27.8 IPS
 
Image Segmentation (F16)
100% 7520
46.5 IPS
 
Image Segmentation (I8)
89% 1187
7.33 IPS
 
Pose Estimation (F32)
100% 1417
5.74 IPS
 
Pose Estimation (F16)
100% 4632
18.7 IPS
 
Pose Estimation (I8)
80% 224
0.91 IPS
 
Object Detection (F32)
100% 2974
104.4 IPS
 
Object Detection (F16)
99% 3243
113.8 IPS
 
Object Detection (I8)
52% 917
32.2 IPS
 
Face Detection (F32)
100% 3863
44.4 IPS
 
Face Detection (F16)
97% 7706
88.5 IPS
 
Face Detection (I8)
75% 902
10.4 IPS
 
Text Classification (F32)
100% 1164
460.4 IPS
 
Text Classification (F16)
98% 1169
462.5 IPS
 
Machine Translation (F32)
100% 1689
260.4 IPS
 
Machine Translation (F16)
100% 1684
259.6 IPS
 

Compare

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