Upload Date | July 22 2021 08:53 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7 |
Model | iPhone 7 Plus |
Model ID | iPhone9,4 |
Motherboard | D111AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
280
30.0 IPS |
|
Image Classification (F16)
|
100% |
270
28.9 IPS |
|
Image Classification (I8)
|
81% |
538
57.6 IPS |
|
Image Segmentation (F32)
|
100% |
494
3.05 IPS |
|
Image Segmentation (F16)
|
100% |
506
3.13 IPS |
|
Image Segmentation (I8)
|
89% |
926
5.72 IPS |
|
Pose Estimation (F32)
|
100% |
146
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
132
0.54 IPS |
|
Pose Estimation (I8)
|
80% |
191
0.77 IPS |
|
Object Detection (F32)
|
100% |
421
14.8 IPS |
|
Object Detection (F16)
|
100% |
431
15.1 IPS |
|
Object Detection (I8)
|
52% |
653
22.9 IPS |
|
Face Detection (F32)
|
100% |
539
6.20 IPS |
|
Face Detection (F16)
|
100% |
519
5.96 IPS |
|
Face Detection (I8)
|
75% |
597
6.86 IPS |
|
Text Classification (F32)
|
100% |
493
195.0 IPS |
|
Text Classification (F16)
|
100% |
474
187.5 IPS |
|
Machine Translation (F32)
|
100% |
597
92.0 IPS |
|
Machine Translation (F16)
|
100% |
597
92.0 IPS |