Geekbench ML Score

283
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 28 2021 08:03 PM
Views 1

System Information

System Information
Operating System iOS 14.8
Model iPhone XS Max
Model IDiPhone11,6
Motherboard D331pAP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache128 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 3.68 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 221
23.7 IPS
 
Image Classification (F16)
100% 155
16.6 IPS
 
Image Classification (I8)
81% 156
16.8 IPS
 
Image Segmentation (F32)
100% 317
1.96 IPS
 
Image Segmentation (F16)
100% 322
1.99 IPS
 
Image Segmentation (I8)
89% 538
3.32 IPS
 
Pose Estimation (F32)
100% 81
0.33 IPS
 
Pose Estimation (F16)
100% 60
0.24 IPS
 
Pose Estimation (I8)
80% 97
0.39 IPS
 
Object Detection (F32)
100% 356
12.5 IPS
 
Object Detection (F16)
100% 338
11.9 IPS
 
Object Detection (I8)
52% 355
12.5 IPS
 
Face Detection (F32)
100% 463
5.32 IPS
 
Face Detection (F16)
100% 460
5.29 IPS
 
Face Detection (I8)
75% 391
4.49 IPS
 
Text Classification (F32)
100% 223
88.4 IPS
 
Text Classification (F16)
100% 451
178.3 IPS
 
Machine Translation (F32)
100% 865
133.3 IPS
 
Machine Translation (F16)
100% 922
142.2 IPS
 

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