Upload Date | November 18 2024 02:51 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% |
278
29.8 IPS |
|
Image Classification (F16)
|
100% |
269
28.9 IPS |
|
Image Classification (I8)
|
81% |
490
52.5 IPS |
|
Image Segmentation (F32)
|
100% |
463
2.86 IPS |
|
Image Segmentation (F16)
|
100% |
491
3.03 IPS |
|
Image Segmentation (I8)
|
89% |
861
5.32 IPS |
|
Pose Estimation (F32)
|
100% |
140
0.56 IPS |
|
Pose Estimation (F16)
|
100% |
142
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
168
0.68 IPS |
|
Object Detection (F32)
|
100% |
404
14.2 IPS |
|
Object Detection (F16)
|
100% |
392
13.8 IPS |
|
Object Detection (I8)
|
52% |
625
21.9 IPS |
|
Face Detection (F32)
|
100% |
517
5.94 IPS |
|
Face Detection (F16)
|
100% |
502
5.76 IPS |
|
Face Detection (I8)
|
75% |
571
6.56 IPS |
|
Text Classification (F32)
|
100% |
464
183.6 IPS |
|
Text Classification (F16)
|
100% |
464
183.4 IPS |
|
Machine Translation (F32)
|
100% |
510
78.7 IPS |
|
Machine Translation (F16)
|
100% |
510
78.7 IPS |