Geekbench ML Score

358
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 14 2021 06:57 AM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPhone 7 Plus
Model IDiPhone9,4
Motherboard D111AP
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 2.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 227
24.3 IPS
 
Image Classification (F16)
100% 232
24.8 IPS
 
Image Classification (I8)
81% 385
41.3 IPS
 
Image Segmentation (F32)
100% 422
2.61 IPS
 
Image Segmentation (F16)
100% 423
2.61 IPS
 
Image Segmentation (I8)
89% 666
4.11 IPS
 
Pose Estimation (F32)
100% 100
0.40 IPS
 
Pose Estimation (F16)
100% 108
0.44 IPS
 
Pose Estimation (I8)
80% 148
0.60 IPS
 
Object Detection (F32)
100% 375
13.2 IPS
 
Object Detection (F16)
100% 373
13.1 IPS
 
Object Detection (I8)
52% 558
19.6 IPS
 
Face Detection (F32)
100% 465
5.34 IPS
 
Face Detection (F16)
100% 459
5.27 IPS
 
Face Detection (I8)
75% 515
5.91 IPS
 
Text Classification (F32)
100% 526
208.2 IPS
 
Text Classification (F16)
100% 525
207.8 IPS
 
Machine Translation (F32)
100% 621
95.8 IPS
 
Machine Translation (F16)
100% 620
95.6 IPS
 

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