Upload Date | September 25 2024 04:18 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% |
260
27.9 IPS |
|
Image Classification (F16)
|
100% |
242
25.9 IPS |
|
Image Classification (I8)
|
81% |
410
44.0 IPS |
|
Image Segmentation (F32)
|
100% |
335
2.07 IPS |
|
Image Segmentation (F16)
|
100% |
262
1.62 IPS |
|
Image Segmentation (I8)
|
89% |
502
3.10 IPS |
|
Pose Estimation (F32)
|
100% |
98
0.40 IPS |
|
Pose Estimation (F16)
|
100% |
107
0.43 IPS |
|
Pose Estimation (I8)
|
80% |
113
0.46 IPS |
|
Object Detection (F32)
|
100% |
253
8.88 IPS |
|
Object Detection (F16)
|
100% |
252
8.86 IPS |
|
Object Detection (I8)
|
52% |
384
13.5 IPS |
|
Face Detection (F32)
|
100% |
414
4.76 IPS |
|
Face Detection (F16)
|
100% |
412
4.73 IPS |
|
Face Detection (I8)
|
75% |
436
5.01 IPS |
|
Text Classification (F32)
|
100% |
338
133.7 IPS |
|
Text Classification (F16)
|
100% |
338
133.7 IPS |
|
Machine Translation (F32)
|
100% |
314
48.4 IPS |
|
Machine Translation (F16)
|
100% |
350
53.9 IPS |