Upload Date | September 23 2022 05:57 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.7 |
Model | iPhone 6s |
Model ID | iPhone8,1 |
Motherboard | N71AP |
CPU Information | |
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Name | Apple A9 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.85 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 | 1.96 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
206
22.0 IPS |
|
Image Classification (F16)
|
100% |
201
21.5 IPS |
|
Image Classification (I8)
|
81% |
333
35.7 IPS |
|
Image Segmentation (F32)
|
100% |
375
2.31 IPS |
|
Image Segmentation (F16)
|
100% |
389
2.40 IPS |
|
Image Segmentation (I8)
|
89% |
587
3.63 IPS |
|
Pose Estimation (F32)
|
100% |
114
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
115
0.47 IPS |
|
Pose Estimation (I8)
|
80% |
105
0.42 IPS |
|
Object Detection (F32)
|
100% |
312
10.9 IPS |
|
Object Detection (F16)
|
100% |
330
11.6 IPS |
|
Object Detection (I8)
|
52% |
433
15.2 IPS |
|
Face Detection (F32)
|
100% |
398
4.57 IPS |
|
Face Detection (F16)
|
100% |
384
4.41 IPS |
|
Face Detection (I8)
|
75% |
410
4.71 IPS |
|
Text Classification (F32)
|
100% |
409
161.9 IPS |
|
Text Classification (F16)
|
100% |
416
164.4 IPS |
|
Machine Translation (F32)
|
100% |
404
62.2 IPS |
|
Machine Translation (F16)
|
100% |
431
66.5 IPS |