Geekbench ML Score

437
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 15 2021 09:53 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 CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 282
30.2 IPS
 
Image Classification (F16)
100% 281
30.1 IPS
 
Image Classification (I8)
81% 557
59.7 IPS
 
Image Segmentation (F32)
100% 520
3.21 IPS
 
Image Segmentation (F16)
100% 536
3.31 IPS
 
Image Segmentation (I8)
89% 975
6.02 IPS
 
Pose Estimation (F32)
100% 159
0.64 IPS
 
Pose Estimation (F16)
100% 158
0.64 IPS
 
Pose Estimation (I8)
80% 177
0.72 IPS
 
Object Detection (F32)
100% 445
15.6 IPS
 
Object Detection (F16)
100% 438
15.4 IPS
 
Object Detection (I8)
52% 663
23.3 IPS
 
Face Detection (F32)
100% 595
6.84 IPS
 
Face Detection (F16)
100% 531
6.10 IPS
 
Face Detection (I8)
75% 623
7.16 IPS
 
Text Classification (F32)
100% 522
206.6 IPS
 
Text Classification (F16)
100% 508
201.1 IPS
 
Machine Translation (F32)
100% 638
98.3 IPS
 
Machine Translation (F16)
100% 650
100.2 IPS
 

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