Geekbench ML Score

229
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date November 21 2024 12:59 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% 130
13.9 IPS
 
Image Classification (F16)
100% 131
14.1 IPS
 
Image Classification (I8)
81% 253
27.1 IPS
 
Image Segmentation (F32)
100% 255
1.58 IPS
 
Image Segmentation (F16)
100% 256
1.58 IPS
 
Image Segmentation (I8)
89% 467
2.89 IPS
 
Pose Estimation (F32)
100% 80
0.33 IPS
 
Pose Estimation (F16)
100% 82
0.33 IPS
 
Pose Estimation (I8)
80% 106
0.43 IPS
 
Object Detection (F32)
100% 248
8.69 IPS
 
Object Detection (F16)
100% 248
8.70 IPS
 
Object Detection (I8)
52% 364
12.8 IPS
 
Face Detection (F32)
100% 318
3.66 IPS
 
Face Detection (F16)
100% 319
3.67 IPS
 
Face Detection (I8)
75% 336
3.86 IPS
 
Text Classification (F32)
100% 316
125.0 IPS
 
Text Classification (F16)
100% 319
126.2 IPS
 
Machine Translation (F32)
100% 321
49.4 IPS
 
Machine Translation (F16)
100% 323
49.8 IPS
 

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