Upload Date | November 17 2024 03:20 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 Plus |
Model ID | iPhone9,4 |
Motherboard | D111AP |
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 | 2.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
272
29.2 IPS |
|
Image Classification (F16)
|
100% |
254
27.2 IPS |
|
Image Classification (I8)
|
81% |
473
50.6 IPS |
|
Image Segmentation (F32)
|
100% |
445
2.75 IPS |
|
Image Segmentation (F16)
|
100% |
461
2.85 IPS |
|
Image Segmentation (I8)
|
89% |
908
5.61 IPS |
|
Pose Estimation (F32)
|
100% |
146
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
142
0.57 IPS |
|
Pose Estimation (I8)
|
80% |
190
0.77 IPS |
|
Object Detection (F32)
|
100% |
413
14.5 IPS |
|
Object Detection (F16)
|
100% |
427
15.0 IPS |
|
Object Detection (I8)
|
52% |
634
22.2 IPS |
|
Face Detection (F32)
|
100% |
538
6.18 IPS |
|
Face Detection (F16)
|
100% |
524
6.02 IPS |
|
Face Detection (I8)
|
75% |
607
6.97 IPS |
|
Text Classification (F32)
|
100% |
468
185.1 IPS |
|
Text Classification (F16)
|
100% |
467
184.8 IPS |
|
Machine Translation (F32)
|
100% |
590
90.9 IPS |
|
Machine Translation (F16)
|
100% |
541
83.4 IPS |