Upload Date | November 05 2024 05:17 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone SE |
Model ID | iPhone8,4 |
Motherboard | N69AP |
CPU Information | |
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Name | Apple A9 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.80 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 | 1.97 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
185
19.8 IPS |
|
Image Classification (F16)
|
100% |
192
20.6 IPS |
|
Image Classification (I8)
|
81% |
288
30.8 IPS |
|
Image Segmentation (F32)
|
100% |
365
2.25 IPS |
|
Image Segmentation (F16)
|
100% |
365
2.25 IPS |
|
Image Segmentation (I8)
|
89% |
544
3.36 IPS |
|
Pose Estimation (F32)
|
100% |
114
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
103
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
100
0.41 IPS |
|
Object Detection (F32)
|
100% |
295
10.4 IPS |
|
Object Detection (F16)
|
100% |
322
11.3 IPS |
|
Object Detection (I8)
|
52% |
375
13.2 IPS |
|
Face Detection (F32)
|
100% |
375
4.31 IPS |
|
Face Detection (F16)
|
100% |
356
4.09 IPS |
|
Face Detection (I8)
|
75% |
352
4.05 IPS |
|
Text Classification (F32)
|
100% |
428
169.4 IPS |
|
Text Classification (F16)
|
100% |
432
171.0 IPS |
|
Machine Translation (F32)
|
100% |
339
52.2 IPS |
|
Machine Translation (F16)
|
100% |
334
51.5 IPS |