Geekbench ML Score

1990
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

User danielmcfarland
Upload Date July 22 2021 08:56 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 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 2389
256.0 IPS
 
Image Classification (F16)
100% 3962
424.5 IPS
 
Image Classification (I8)
81% 647
69.3 IPS
 
Image Segmentation (F32)
100% 4496
27.8 IPS
 
Image Segmentation (F16)
100% 7490
46.3 IPS
 
Image Segmentation (I8)
89% 1186
7.33 IPS
 
Pose Estimation (F32)
100% 1417
5.73 IPS
 
Pose Estimation (F16)
100% 4656
18.8 IPS
 
Pose Estimation (I8)
80% 223
0.90 IPS
 
Object Detection (F32)
100% 3028
106.3 IPS
 
Object Detection (F16)
99% 3559
124.9 IPS
 
Object Detection (I8)
52% 919
32.2 IPS
 
Face Detection (F32)
100% 3872
44.5 IPS
 
Face Detection (F16)
97% 7838
90.0 IPS
 
Face Detection (I8)
75% 900
10.3 IPS
 
Text Classification (F32)
100% 1268
501.6 IPS
 
Text Classification (F16)
98% 1340
530.0 IPS
 
Machine Translation (F32)
100% 1708
263.2 IPS
 
Machine Translation (F16)
100% 1702
262.3 IPS
 

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