Upload Date | September 29 2024 11:04 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% |
279
29.9 IPS |
|
Image Classification (F16)
|
100% |
260
27.8 IPS |
|
Image Classification (I8)
|
81% |
504
54.0 IPS |
|
Image Segmentation (F32)
|
100% |
457
2.82 IPS |
|
Image Segmentation (F16)
|
100% |
351
2.17 IPS |
|
Image Segmentation (I8)
|
89% |
975
6.02 IPS |
|
Pose Estimation (F32)
|
100% |
107
0.43 IPS |
|
Pose Estimation (F16)
|
100% |
104
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
191
0.77 IPS |
|
Object Detection (F32)
|
100% |
352
12.3 IPS |
|
Object Detection (F16)
|
100% |
340
11.9 IPS |
|
Object Detection (I8)
|
52% |
773
27.1 IPS |
|
Face Detection (F32)
|
100% |
413
4.75 IPS |
|
Face Detection (F16)
|
100% |
406
4.66 IPS |
|
Face Detection (I8)
|
75% |
585
6.72 IPS |
|
Text Classification (F32)
|
100% |
600
237.3 IPS |
|
Text Classification (F16)
|
100% |
600
237.2 IPS |
|
Machine Translation (F32)
|
100% |
689
106.2 IPS |
|
Machine Translation (F16)
|
100% |
689
106.2 IPS |