Geekbench ML Score

343
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date November 19 2024 05:49 PM
Views 1

System Information

System Information
Operating System iOS 15.8.3
Model iPhone 7
Model IDiPhone9,1
Motherboard D10AP
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 1.95 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 277
29.7 IPS
 
Image Classification (F16)
100% 257
27.6 IPS
 
Image Classification (I8)
81% 456
48.9 IPS
 
Image Segmentation (F32)
100% 455
2.81 IPS
 
Image Segmentation (F16)
100% 468
2.89 IPS
 
Image Segmentation (I8)
89% 788
4.87 IPS
 
Pose Estimation (F32)
100% 143
0.58 IPS
 
Pose Estimation (F16)
100% 140
0.56 IPS
 
Pose Estimation (I8)
80% 163
0.66 IPS
 
Object Detection (F32)
100% 360
12.6 IPS
 
Object Detection (F16)
100% 361
12.7 IPS
 
Object Detection (I8)
52% 494
17.3 IPS
 
Face Detection (F32)
100% 471
5.41 IPS
 
Face Detection (F16)
100% 475
5.46 IPS
 
Face Detection (I8)
75% 461
5.29 IPS
 
Text Classification (F32)
100% 354
140.0 IPS
 
Text Classification (F16)
100% 339
133.9 IPS
 
Machine Translation (F32)
100% 347
53.4 IPS
 
Machine Translation (F16)
100% 317
48.8 IPS
 

Compare

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