Upload Date | August 15 2024 06:35 PM |
Views | 2 |
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% |
291
31.2 IPS |
|
Image Classification (F16)
|
100% |
264
28.2 IPS |
|
Image Classification (I8)
|
81% |
486
52.0 IPS |
|
Image Segmentation (F32)
|
100% |
463
2.86 IPS |
|
Image Segmentation (F16)
|
100% |
451
2.79 IPS |
|
Image Segmentation (I8)
|
89% |
815
5.03 IPS |
|
Pose Estimation (F32)
|
100% |
143
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
136
0.55 IPS |
|
Pose Estimation (I8)
|
80% |
148
0.60 IPS |
|
Object Detection (F32)
|
100% |
390
13.7 IPS |
|
Object Detection (F16)
|
100% |
385
13.5 IPS |
|
Object Detection (I8)
|
52% |
592
20.8 IPS |
|
Face Detection (F32)
|
100% |
483
5.55 IPS |
|
Face Detection (F16)
|
100% |
458
5.27 IPS |
|
Face Detection (I8)
|
75% |
484
5.56 IPS |
|
Text Classification (F32)
|
100% |
400
158.2 IPS |
|
Text Classification (F16)
|
100% |
395
156.2 IPS |
|
Machine Translation (F32)
|
100% |
404
62.3 IPS |
|
Machine Translation (F16)
|
100% |
382
58.9 IPS |