Geekbench ML Score

394
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for iOS AArch64

Result Information

Upload Date May 11 2021 12:14 PM
Views 5

System Information

System Information
Operating System iOS 14.5.1
Model iPhone X
Model IDiPhone10,3
Motherboard D22AP
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% 382
40.9 IPS
 
Image Classification (F16)
100% 376
40.3 IPS
 
Image Classification (I8)
81% 279
29.9 IPS
 
Image Segmentation (F32)
100% 626
3.87 IPS
 
Image Segmentation (F16)
100% 344
2.13 IPS
 
Image Segmentation (I8)
89% 410
2.53 IPS
 
Pose Estimation (F32)
100% 112
0.45 IPS
 
Pose Estimation (F16)
100% 117
0.47 IPS
 
Pose Estimation (I8)
80% 162
0.66 IPS
 
Object Detection (F32)
100% 336
11.8 IPS
 
Object Detection (F16)
100% 336
11.8 IPS
 
Object Detection (I8)
52% 403
14.1 IPS
 
Face Detection (F32)
100% 647
7.44 IPS
 
Face Detection (F16)
100% 639
7.35 IPS
 
Face Detection (I8)
75% 593
6.81 IPS
 
Text Classification (F32)
100% 649
256.8 IPS
 
Text Classification (F16)
100% 697
275.6 IPS
 
Machine Translation (F32)
100% 741
114.1 IPS
 
Machine Translation (F16)
100% 749
115.4 IPS
 

Compare

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