Geekbench ML Score

308
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date May 26 2021 07:55 PM
Views 1

System Information

System Information
Operating System iOS 14.6
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 231
24.7 IPS
 
Image Classification (F16)
100% 232
24.8 IPS
 
Image Classification (I8)
81% 295
31.6 IPS
 
Image Segmentation (F32)
100% 376
2.32 IPS
 
Image Segmentation (F16)
100% 376
2.32 IPS
 
Image Segmentation (I8)
89% 665
4.11 IPS
 
Pose Estimation (F32)
100% 85
0.34 IPS
 
Pose Estimation (F16)
100% 84
0.34 IPS
 
Pose Estimation (I8)
80% 117
0.47 IPS
 
Object Detection (F32)
100% 336
11.8 IPS
 
Object Detection (F16)
100% 332
11.6 IPS
 
Object Detection (I8)
52% 437
15.3 IPS
 
Face Detection (F32)
100% 422
4.85 IPS
 
Face Detection (F16)
100% 423
4.86 IPS
 
Face Detection (I8)
75% 432
4.96 IPS
 
Text Classification (F32)
100% 416
164.7 IPS
 
Text Classification (F16)
100% 430
170.0 IPS
 
Machine Translation (F32)
100% 482
74.3 IPS
 
Machine Translation (F16)
100% 477
73.6 IPS
 

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