Upload Date | November 13 2024 11:27 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% |
278
29.7 IPS |
|
Image Classification (F16)
|
100% |
271
29.0 IPS |
|
Image Classification (I8)
|
81% |
512
54.8 IPS |
|
Image Segmentation (F32)
|
100% |
421
2.60 IPS |
|
Image Segmentation (F16)
|
100% |
364
2.25 IPS |
|
Image Segmentation (I8)
|
89% |
621
3.84 IPS |
|
Pose Estimation (F32)
|
100% |
110
0.45 IPS |
|
Pose Estimation (F16)
|
100% |
111
0.45 IPS |
|
Pose Estimation (I8)
|
80% |
153
0.62 IPS |
|
Object Detection (F32)
|
100% |
342
12.0 IPS |
|
Object Detection (F16)
|
100% |
334
11.7 IPS |
|
Object Detection (I8)
|
52% |
515
18.1 IPS |
|
Face Detection (F32)
|
100% |
442
5.07 IPS |
|
Face Detection (F16)
|
100% |
445
5.12 IPS |
|
Face Detection (I8)
|
75% |
473
5.43 IPS |
|
Text Classification (F32)
|
100% |
332
131.2 IPS |
|
Text Classification (F16)
|
100% |
332
131.3 IPS |
|
Machine Translation (F32)
|
100% |
330
50.9 IPS |
|
Machine Translation (F16)
|
100% |
333
51.3 IPS |