Upload Date | November 08 2024 09:03 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% |
276
29.6 IPS |
|
Image Classification (F16)
|
100% |
274
29.3 IPS |
|
Image Classification (I8)
|
81% |
478
51.3 IPS |
|
Image Segmentation (F32)
|
100% |
495
3.06 IPS |
|
Image Segmentation (F16)
|
100% |
488
3.01 IPS |
|
Image Segmentation (I8)
|
89% |
887
5.48 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
139
0.56 IPS |
|
Pose Estimation (I8)
|
80% |
184
0.75 IPS |
|
Object Detection (F32)
|
100% |
418
14.7 IPS |
|
Object Detection (F16)
|
100% |
402
14.1 IPS |
|
Object Detection (I8)
|
52% |
615
21.6 IPS |
|
Face Detection (F32)
|
100% |
526
6.04 IPS |
|
Face Detection (F16)
|
100% |
490
5.63 IPS |
|
Face Detection (I8)
|
75% |
491
5.65 IPS |
|
Text Classification (F32)
|
100% |
413
163.5 IPS |
|
Text Classification (F16)
|
100% |
409
161.8 IPS |
|
Machine Translation (F32)
|
100% |
429
66.2 IPS |
|
Machine Translation (F16)
|
100% |
428
65.9 IPS |