Geekbench ML Score

721
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 15 2021 09:56 AM
Views 1

System Information

System Information
Operating System iOS 14.8
Model iPhone 7
Model IDiPhone9,3
Motherboard D101AP
CPU Information
Name Apple A10 Fusion
Topology 1 Processor, 2 Cores
Identifier ARM
Base Frequency 2.34 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache3.00 MB x 1
Memory Information
Size 1.95 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 567
60.8 IPS
 
Image Classification (F16)
100% 589
63.1 IPS
 
Image Classification (I8)
81% 316
33.8 IPS
 
Image Segmentation (F32)
100% 1558
9.62 IPS
 
Image Segmentation (F16)
100% 2548
15.7 IPS
 
Image Segmentation (I8)
89% 579
3.57 IPS
 
Pose Estimation (F32)
100% 643
2.60 IPS
 
Pose Estimation (F16)
100% 1216
4.92 IPS
 
Pose Estimation (I8)
80% 123
0.50 IPS
 
Object Detection (F32)
100% 950
33.3 IPS
 
Object Detection (F16)
100% 1204
42.3 IPS
 
Object Detection (I8)
52% 451
15.8 IPS
 
Face Detection (F32)
100% 1500
17.2 IPS
 
Face Detection (F16)
97% 2731
31.4 IPS
 
Face Detection (I8)
75% 410
4.72 IPS
 
Text Classification (F32)
100% 422
167.0 IPS
 
Text Classification (F16)
98% 554
219.1 IPS
 
Machine Translation (F32)
100% 645
99.4 IPS
 
Machine Translation (F16)
100% 659
101.6 IPS
 

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