Geekbench ML Score

296
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 15 2021 03:26 PM
Views 1

System Information

System Information
Operating System iOS 15.0
Model iPhone 7
Model IDiPhone9,3
Motherboard D101AP
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% 276
29.6 IPS
 
Image Classification (F16)
100% 245
26.3 IPS
 
Image Classification (I8)
81% 467
50.0 IPS
 
Image Segmentation (F32)
100% 427
2.64 IPS
 
Image Segmentation (F16)
100% 258
1.59 IPS
 
Image Segmentation (I8)
89% 472
2.92 IPS
 
Pose Estimation (F32)
100% 82
0.33 IPS
 
Pose Estimation (F16)
100% 89
0.36 IPS
 
Pose Estimation (I8)
80% 127
0.51 IPS
 
Object Detection (F32)
100% 289
10.2 IPS
 
Object Detection (F16)
100% 290
10.2 IPS
 
Object Detection (I8)
52% 417
14.6 IPS
 
Face Detection (F32)
100% 413
4.75 IPS
 
Face Detection (F16)
100% 411
4.72 IPS
 
Face Detection (I8)
75% 459
5.27 IPS
 
Text Classification (F32)
100% 401
158.4 IPS
 
Text Classification (F16)
100% 399
157.8 IPS
 
Machine Translation (F32)
100% 385
59.3 IPS
 
Machine Translation (F16)
100% 362
55.8 IPS
 

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