Upload Date | November 19 2024 05:49 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% |
277
29.7 IPS |
|
Image Classification (F16)
|
100% |
257
27.6 IPS |
|
Image Classification (I8)
|
81% |
456
48.9 IPS |
|
Image Segmentation (F32)
|
100% |
455
2.81 IPS |
|
Image Segmentation (F16)
|
100% |
468
2.89 IPS |
|
Image Segmentation (I8)
|
89% |
788
4.87 IPS |
|
Pose Estimation (F32)
|
100% |
143
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
140
0.56 IPS |
|
Pose Estimation (I8)
|
80% |
163
0.66 IPS |
|
Object Detection (F32)
|
100% |
360
12.6 IPS |
|
Object Detection (F16)
|
100% |
361
12.7 IPS |
|
Object Detection (I8)
|
52% |
494
17.3 IPS |
|
Face Detection (F32)
|
100% |
471
5.41 IPS |
|
Face Detection (F16)
|
100% |
475
5.46 IPS |
|
Face Detection (I8)
|
75% |
461
5.29 IPS |
|
Text Classification (F32)
|
100% |
354
140.0 IPS |
|
Text Classification (F16)
|
100% |
339
133.9 IPS |
|
Machine Translation (F32)
|
100% |
347
53.4 IPS |
|
Machine Translation (F16)
|
100% |
317
48.8 IPS |