Upload Date | August 16 2024 09:15 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.2 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
276
29.5 IPS |
|
Image Classification (F16)
|
100% |
277
29.6 IPS |
|
Image Classification (I8)
|
81% |
475
50.9 IPS |
|
Image Segmentation (F32)
|
100% |
498
3.07 IPS |
|
Image Segmentation (F16)
|
100% |
467
2.88 IPS |
|
Image Segmentation (I8)
|
89% |
817
5.04 IPS |
|
Pose Estimation (F32)
|
100% |
137
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
122
0.49 IPS |
|
Pose Estimation (I8)
|
80% |
144
0.58 IPS |
|
Object Detection (F32)
|
100% |
292
10.3 IPS |
|
Object Detection (F16)
|
100% |
273
9.56 IPS |
|
Object Detection (I8)
|
52% |
371
13.0 IPS |
|
Face Detection (F32)
|
100% |
323
3.71 IPS |
|
Face Detection (F16)
|
100% |
352
4.04 IPS |
|
Face Detection (I8)
|
75% |
390
4.48 IPS |
|
Text Classification (F32)
|
100% |
346
136.7 IPS |
|
Text Classification (F16)
|
100% |
342
135.4 IPS |
|
Machine Translation (F32)
|
100% |
349
53.8 IPS |
|
Machine Translation (F16)
|
100% |
356
54.9 IPS |