Upload Date | August 30 2024 11:49 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
215
23.0 IPS |
|
Image Classification (F16)
|
100% |
191
20.4 IPS |
|
Image Classification (I8)
|
81% |
537
57.6 IPS |
|
Image Segmentation (F32)
|
100% |
445
2.75 IPS |
|
Image Segmentation (F16)
|
100% |
322
1.99 IPS |
|
Image Segmentation (I8)
|
89% |
587
3.62 IPS |
|
Pose Estimation (F32)
|
100% |
103
0.42 IPS |
|
Pose Estimation (F16)
|
100% |
104
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
207
0.84 IPS |
|
Object Detection (F32)
|
100% |
311
10.9 IPS |
|
Object Detection (F16)
|
100% |
321
11.3 IPS |
|
Object Detection (I8)
|
52% |
696
24.4 IPS |
|
Face Detection (F32)
|
100% |
396
4.55 IPS |
|
Face Detection (F16)
|
100% |
539
6.20 IPS |
|
Face Detection (I8)
|
75% |
564
6.48 IPS |
|
Text Classification (F32)
|
100% |
433
171.4 IPS |
|
Text Classification (F16)
|
100% |
436
172.3 IPS |
|
Machine Translation (F32)
|
100% |
416
64.1 IPS |
|
Machine Translation (F16)
|
100% |
400
61.7 IPS |