Geekbench ML Score

307
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 17 2021 12:39 PM
Views 1

System Information

System Information
Operating System iOS 14.8
Model iPhone X
Model IDiPhone10,6
Motherboard D221AP
CPU Information
Name Apple A11 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.39 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 2.76 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 370
39.6 IPS
 
Image Classification (F16)
100% 364
39.1 IPS
 
Image Classification (I8)
81% 322
34.5 IPS
 
Image Segmentation (F32)
100% 398
2.46 IPS
 
Image Segmentation (F16)
100% 263
1.63 IPS
 
Image Segmentation (I8)
89% 686
4.24 IPS
 
Pose Estimation (F32)
100% 133
0.54 IPS
 
Pose Estimation (F16)
100% 87
0.35 IPS
 
Pose Estimation (I8)
80% 126
0.51 IPS
 
Object Detection (F32)
100% 299
10.5 IPS
 
Object Detection (F16)
100% 340
11.9 IPS
 
Object Detection (I8)
52% 527
18.5 IPS
 
Face Detection (F32)
100% 421
4.84 IPS
 
Face Detection (F16)
100% 344
3.96 IPS
 
Face Detection (I8)
75% 292
3.35 IPS
 
Text Classification (F32)
100% 283
112.1 IPS
 
Text Classification (F16)
100% 282
111.5 IPS
 
Machine Translation (F32)
100% 484
74.6 IPS
 
Machine Translation (F16)
100% 473
73.0 IPS
 

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