Geekbench ML Score

384
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date December 08 2022 07:06 AM
Views 1

System Information

System Information
Operating System iOS 14.8.1
Model iPhone 7
Model IDiPhone9,1
Motherboard D10AP
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% 266
28.5 IPS
 
Image Classification (F16)
100% 245
26.3 IPS
 
Image Classification (I8)
81% 462
49.5 IPS
 
Image Segmentation (F32)
100% 451
2.78 IPS
 
Image Segmentation (F16)
100% 440
2.72 IPS
 
Image Segmentation (I8)
89% 801
4.95 IPS
 
Pose Estimation (F32)
100% 139
0.56 IPS
 
Pose Estimation (F16)
100% 136
0.55 IPS
 
Pose Estimation (I8)
80% 177
0.72 IPS
 
Object Detection (F32)
100% 399
14.0 IPS
 
Object Detection (F16)
100% 400
14.0 IPS
 
Object Detection (I8)
52% 617
21.6 IPS
 
Face Detection (F32)
100% 510
5.85 IPS
 
Face Detection (F16)
100% 481
5.52 IPS
 
Face Detection (I8)
75% 541
6.21 IPS
 
Text Classification (F32)
100% 459
181.7 IPS
 
Text Classification (F16)
100% 472
186.7 IPS
 
Machine Translation (F32)
100% 508
78.3 IPS
 
Machine Translation (F16)
100% 550
84.8 IPS
 

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