Geekbench ML Score

272
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date October 22 2024 07:36 AM
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% 275
29.5 IPS
 
Image Classification (F16)
100% 271
29.1 IPS
 
Image Classification (I8)
81% 459
49.2 IPS
 
Image Segmentation (F32)
100% 478
2.95 IPS
 
Image Segmentation (F16)
100% 410
2.53 IPS
 
Image Segmentation (I8)
89% 472
2.92 IPS
 
Pose Estimation (F32)
100% 83
0.33 IPS
 
Pose Estimation (F16)
100% 83
0.33 IPS
 
Pose Estimation (I8)
80% 108
0.44 IPS
 
Object Detection (F32)
100% 242
8.48 IPS
 
Object Detection (F16)
100% 237
8.32 IPS
 
Object Detection (I8)
52% 356
12.5 IPS
 
Face Detection (F32)
100% 327
3.76 IPS
 
Face Detection (F16)
100% 335
3.85 IPS
 
Face Detection (I8)
75% 353
4.05 IPS
 
Text Classification (F32)
100% 318
125.6 IPS
 
Text Classification (F16)
100% 318
125.7 IPS
 
Machine Translation (F32)
100% 310
47.9 IPS
 
Machine Translation (F16)
100% 330
50.8 IPS
 

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