Geekbench ML Score

269
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date May 15 2022 07:33 PM
Views 1

System Information

System Information
Operating System iOS 15.1
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 210
22.5 IPS
 
Image Classification (F16)
100% 182
19.5 IPS
 
Image Classification (I8)
81% 435
46.6 IPS
 
Image Segmentation (F32)
100% 429
2.65 IPS
 
Image Segmentation (F16)
100% 454
2.81 IPS
 
Image Segmentation (I8)
89% 757
4.68 IPS
 
Pose Estimation (F32)
100% 110
0.44 IPS
 
Pose Estimation (F16)
100% 81
0.33 IPS
 
Pose Estimation (I8)
80% 99
0.40 IPS
 
Object Detection (F32)
100% 246
8.64 IPS
 
Object Detection (F16)
100% 247
8.65 IPS
 
Object Detection (I8)
52% 354
12.4 IPS
 
Face Detection (F32)
100% 322
3.70 IPS
 
Face Detection (F16)
100% 316
3.63 IPS
 
Face Detection (I8)
75% 316
3.63 IPS
 
Text Classification (F32)
100% 309
122.4 IPS
 
Text Classification (F16)
100% 313
123.7 IPS
 
Machine Translation (F32)
100% 320
49.3 IPS
 
Machine Translation (F16)
100% 322
49.7 IPS
 

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