Geekbench ML Score

231
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 12 2021 06:48 PM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPhone 7 Plus
Model IDiPhone9,2
Motherboard D11AP
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 133
14.2 IPS
 
Image Classification (F16)
100% 132
14.2 IPS
 
Image Classification (I8)
81% 260
27.8 IPS
 
Image Segmentation (F32)
100% 257
1.59 IPS
 
Image Segmentation (F16)
100% 258
1.59 IPS
 
Image Segmentation (I8)
89% 468
2.89 IPS
 
Pose Estimation (F32)
100% 81
0.33 IPS
 
Pose Estimation (F16)
100% 82
0.33 IPS
 
Pose Estimation (I8)
80% 107
0.43 IPS
 
Object Detection (F32)
100% 250
8.77 IPS
 
Object Detection (F16)
100% 254
8.91 IPS
 
Object Detection (I8)
52% 366
12.8 IPS
 
Face Detection (F32)
100% 324
3.72 IPS
 
Face Detection (F16)
100% 327
3.75 IPS
 
Face Detection (I8)
75% 344
3.96 IPS
 
Text Classification (F32)
100% 315
124.4 IPS
 
Text Classification (F16)
100% 314
124.4 IPS
 
Machine Translation (F32)
100% 321
49.5 IPS
 
Machine Translation (F16)
100% 320
49.3 IPS
 

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