Upload Date | June 11 2021 03:47 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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% |
130
13.9 IPS |
|
Image Classification (F16)
|
100% |
133
14.2 IPS |
|
Image Classification (I8)
|
81% |
264
28.3 IPS |
|
Image Segmentation (F32)
|
100% |
261
1.61 IPS |
|
Image Segmentation (F16)
|
100% |
261
1.61 IPS |
|
Image Segmentation (I8)
|
89% |
473
2.92 IPS |
|
Pose Estimation (F32)
|
100% |
83
0.33 IPS |
|
Pose Estimation (F16)
|
100% |
82
0.33 IPS |
|
Pose Estimation (I8)
|
80% |
109
0.44 IPS |
|
Object Detection (F32)
|
100% |
243
8.54 IPS |
|
Object Detection (F16)
|
100% |
242
8.50 IPS |
|
Object Detection (I8)
|
52% |
373
13.1 IPS |
|
Face Detection (F32)
|
100% |
328
3.77 IPS |
|
Face Detection (F16)
|
100% |
331
3.80 IPS |
|
Face Detection (I8)
|
75% |
357
4.10 IPS |
|
Text Classification (F32)
|
100% |
319
126.2 IPS |
|
Text Classification (F16)
|
100% |
320
126.6 IPS |
|
Machine Translation (F32)
|
100% |
331
51.1 IPS |
|
Machine Translation (F16)
|
100% |
327
50.3 IPS |