Geekbench ML Score

427
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 23 2022 07:07 AM
Views 3

System Information

System Information
Operating System iOS 15.7
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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 284
30.4 IPS
 
Image Classification (F16)
100% 285
30.6 IPS
 
Image Classification (I8)
81% 517
55.4 IPS
 
Image Segmentation (F32)
100% 539
3.33 IPS
 
Image Segmentation (F16)
100% 526
3.25 IPS
 
Image Segmentation (I8)
89% 982
6.06 IPS
 
Pose Estimation (F32)
100% 151
0.61 IPS
 
Pose Estimation (F16)
100% 143
0.58 IPS
 
Pose Estimation (I8)
80% 168
0.68 IPS
 
Object Detection (F32)
100% 437
15.3 IPS
 
Object Detection (F16)
100% 439
15.4 IPS
 
Object Detection (I8)
52% 695
24.4 IPS
 
Face Detection (F32)
100% 562
6.46 IPS
 
Face Detection (F16)
100% 529
6.07 IPS
 
Face Detection (I8)
75% 643
7.38 IPS
 
Text Classification (F32)
100% 483
191.1 IPS
 
Text Classification (F16)
100% 482
190.7 IPS
 
Machine Translation (F32)
100% 622
95.8 IPS
 
Machine Translation (F16)
100% 632
97.3 IPS
 

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