Geekbench ML Score

428
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 13 2021 05:13 AM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPhone 7 Plus
Model IDiPhone9,2
Motherboard D11AP
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 2.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 271
29.1 IPS
 
Image Classification (F16)
100% 267
28.6 IPS
 
Image Classification (I8)
81% 541
57.9 IPS
 
Image Segmentation (F32)
100% 525
3.24 IPS
 
Image Segmentation (F16)
100% 520
3.21 IPS
 
Image Segmentation (I8)
89% 935
5.77 IPS
 
Pose Estimation (F32)
100% 150
0.61 IPS
 
Pose Estimation (F16)
100% 144
0.58 IPS
 
Pose Estimation (I8)
80% 198
0.80 IPS
 
Object Detection (F32)
100% 447
15.7 IPS
 
Object Detection (F16)
100% 437
15.4 IPS
 
Object Detection (I8)
52% 681
23.9 IPS
 
Face Detection (F32)
100% 555
6.38 IPS
 
Face Detection (F16)
100% 530
6.09 IPS
 
Face Detection (I8)
75% 597
6.86 IPS
 
Text Classification (F32)
100% 504
199.4 IPS
 
Text Classification (F16)
100% 543
214.6 IPS
 
Machine Translation (F32)
100% 612
94.3 IPS
 
Machine Translation (F16)
100% 608
93.7 IPS
 

Compare

Set Baseline Geekbench 6 now available