Upload Date | November 03 2021 04:16 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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% |
109
11.7 IPS |
|
Image Classification (F16)
|
100% |
111
11.9 IPS |
|
Image Classification (I8)
|
81% |
175
18.8 IPS |
|
Image Segmentation (F32)
|
100% |
210
1.29 IPS |
|
Image Segmentation (F16)
|
100% |
211
1.30 IPS |
|
Image Segmentation (I8)
|
89% |
328
2.03 IPS |
|
Pose Estimation (F32)
|
100% |
68
0.27 IPS |
|
Pose Estimation (F16)
|
100% |
68
0.28 IPS |
|
Pose Estimation (I8)
|
80% |
64
0.26 IPS |
|
Object Detection (F32)
|
100% |
194
6.80 IPS |
|
Object Detection (F16)
|
100% |
193
6.79 IPS |
|
Object Detection (I8)
|
52% |
248
8.70 IPS |
|
Face Detection (F32)
|
100% |
254
2.91 IPS |
|
Face Detection (F16)
|
100% |
255
2.92 IPS |
|
Face Detection (I8)
|
75% |
254
2.92 IPS |
|
Text Classification (F32)
|
100% |
264
104.5 IPS |
|
Text Classification (F16)
|
100% |
266
105.2 IPS |
|
Machine Translation (F32)
|
100% |
241
37.2 IPS |
|
Machine Translation (F16)
|
100% |
239
36.8 IPS |