Upload Date | September 28 2021 08:02 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone XS Max |
Model ID | iPhone11,6 |
Motherboard | D331pAP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.68 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
474
50.8 IPS |
|
Image Classification (F16)
|
100% |
466
49.9 IPS |
|
Image Classification (I8)
|
81% |
278
29.8 IPS |
|
Image Segmentation (F32)
|
100% |
326
2.01 IPS |
|
Image Segmentation (F16)
|
100% |
287
1.77 IPS |
|
Image Segmentation (I8)
|
89% |
392
2.42 IPS |
|
Pose Estimation (F32)
|
100% |
113
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
153
0.62 IPS |
|
Pose Estimation (I8)
|
80% |
147
0.60 IPS |
|
Object Detection (F32)
|
100% |
328
11.5 IPS |
|
Object Detection (F16)
|
100% |
255
8.94 IPS |
|
Object Detection (I8)
|
52% |
311
10.9 IPS |
|
Face Detection (F32)
|
100% |
302
3.46 IPS |
|
Face Detection (F16)
|
100% |
243
2.80 IPS |
|
Face Detection (I8)
|
75% |
198
2.27 IPS |
|
Text Classification (F32)
|
100% |
223
88.3 IPS |
|
Text Classification (F16)
|
100% |
231
91.3 IPS |
|
Machine Translation (F32)
|
100% |
357
55.0 IPS |
|
Machine Translation (F16)
|
100% |
508
78.3 IPS |