Geekbench ML Score

225
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date November 06 2021 04:39 AM
Views 1

System Information

System Information
Operating System iOS 15.0.2
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 125
13.4 IPS
 
Image Classification (F16)
100% 132
14.1 IPS
 
Image Classification (I8)
81% 260
27.8 IPS
 
Image Segmentation (F32)
100% 257
1.58 IPS
 
Image Segmentation (F16)
100% 258
1.59 IPS
 
Image Segmentation (I8)
89% 424
2.62 IPS
 
Pose Estimation (F32)
100% 80
0.32 IPS
 
Pose Estimation (F16)
100% 81
0.33 IPS
 
Pose Estimation (I8)
80% 108
0.44 IPS
 
Object Detection (F32)
100% 250
8.78 IPS
 
Object Detection (F16)
100% 252
8.84 IPS
 
Object Detection (I8)
52% 366
12.8 IPS
 
Face Detection (F32)
100% 328
3.76 IPS
 
Face Detection (F16)
100% 321
3.69 IPS
 
Face Detection (I8)
75% 346
3.97 IPS
 
Text Classification (F32)
100% 319
126.2 IPS
 
Text Classification (F16)
100% 312
123.3 IPS
 
Machine Translation (F32)
100% 272
42.0 IPS
 
Machine Translation (F16)
100% 276
42.5 IPS
 

Compare

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