Upload Date | June 13 2021 04:28 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 7 |
Model ID | iPhone9,3 |
Motherboard | D101AP |
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 | 1.95 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
204
21.8 IPS |
|
Image Classification (F16)
|
100% |
183
19.6 IPS |
|
Image Classification (I8)
|
81% |
505
54.1 IPS |
|
Image Segmentation (F32)
|
100% |
322
1.99 IPS |
|
Image Segmentation (F16)
|
100% |
323
1.99 IPS |
|
Image Segmentation (I8)
|
89% |
659
4.07 IPS |
|
Pose Estimation (F32)
|
100% |
105
0.43 IPS |
|
Pose Estimation (F16)
|
100% |
103
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
163
0.66 IPS |
|
Object Detection (F32)
|
100% |
341
12.0 IPS |
|
Object Detection (F16)
|
100% |
326
11.4 IPS |
|
Object Detection (I8)
|
52% |
729
25.6 IPS |
|
Face Detection (F32)
|
100% |
400
4.60 IPS |
|
Face Detection (F16)
|
100% |
400
4.59 IPS |
|
Face Detection (I8)
|
75% |
511
5.87 IPS |
|
Text Classification (F32)
|
100% |
593
234.7 IPS |
|
Text Classification (F16)
|
100% |
593
234.6 IPS |
|
Machine Translation (F32)
|
100% |
680
104.8 IPS |
|
Machine Translation (F16)
|
100% |
680
104.7 IPS |