Upload Date | August 23 2024 10:19 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% |
286
30.6 IPS |
|
Image Classification (F16)
|
100% |
270
28.9 IPS |
|
Image Classification (I8)
|
81% |
514
55.1 IPS |
|
Image Segmentation (F32)
|
100% |
487
3.01 IPS |
|
Image Segmentation (F16)
|
100% |
443
2.74 IPS |
|
Image Segmentation (I8)
|
89% |
676
4.18 IPS |
|
Pose Estimation (F32)
|
100% |
83
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
83
0.34 IPS |
|
Pose Estimation (I8)
|
80% |
123
0.50 IPS |
|
Object Detection (F32)
|
100% |
299
10.5 IPS |
|
Object Detection (F16)
|
100% |
317
11.1 IPS |
|
Object Detection (I8)
|
52% |
478
16.8 IPS |
|
Face Detection (F32)
|
100% |
430
4.95 IPS |
|
Face Detection (F16)
|
100% |
429
4.93 IPS |
|
Face Detection (I8)
|
75% |
412
4.73 IPS |
|
Text Classification (F32)
|
100% |
322
127.2 IPS |
|
Text Classification (F16)
|
100% |
321
126.8 IPS |
|
Machine Translation (F32)
|
100% |
333
51.4 IPS |
|
Machine Translation (F16)
|
100% |
330
50.9 IPS |