Upload Date | October 31 2024 05:14 AM |
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% |
267
28.6 IPS |
|
Image Classification (F16)
|
100% |
254
27.2 IPS |
|
Image Classification (I8)
|
81% |
425
45.5 IPS |
|
Image Segmentation (F32)
|
100% |
354
2.19 IPS |
|
Image Segmentation (F16)
|
100% |
254
1.57 IPS |
|
Image Segmentation (I8)
|
89% |
457
2.82 IPS |
|
Pose Estimation (F32)
|
100% |
79
0.32 IPS |
|
Pose Estimation (F16)
|
100% |
80
0.32 IPS |
|
Pose Estimation (I8)
|
80% |
100
0.40 IPS |
|
Object Detection (F32)
|
100% |
234
8.20 IPS |
|
Object Detection (F16)
|
100% |
243
8.51 IPS |
|
Object Detection (I8)
|
52% |
356
12.5 IPS |
|
Face Detection (F32)
|
100% |
315
3.62 IPS |
|
Face Detection (F16)
|
100% |
314
3.61 IPS |
|
Face Detection (I8)
|
75% |
333
3.83 IPS |
|
Text Classification (F32)
|
100% |
316
125.1 IPS |
|
Text Classification (F16)
|
100% |
319
126.1 IPS |
|
Machine Translation (F32)
|
100% |
326
50.3 IPS |
|
Machine Translation (F16)
|
100% |
327
50.4 IPS |