Upload Date | September 28 2021 08:45 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
225
24.1 IPS |
|
Image Classification (F16)
|
100% |
226
24.3 IPS |
|
Image Classification (I8)
|
81% |
273
29.2 IPS |
|
Image Segmentation (F32)
|
100% |
383
2.37 IPS |
|
Image Segmentation (F16)
|
100% |
379
2.34 IPS |
|
Image Segmentation (I8)
|
89% |
652
4.02 IPS |
|
Pose Estimation (F32)
|
100% |
84
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
86
0.35 IPS |
|
Pose Estimation (I8)
|
80% |
118
0.48 IPS |
|
Object Detection (F32)
|
100% |
303
10.6 IPS |
|
Object Detection (F16)
|
100% |
332
11.6 IPS |
|
Object Detection (I8)
|
52% |
413
14.5 IPS |
|
Face Detection (F32)
|
100% |
334
3.83 IPS |
|
Face Detection (F16)
|
100% |
416
4.78 IPS |
|
Face Detection (I8)
|
75% |
433
4.97 IPS |
|
Text Classification (F32)
|
100% |
428
169.4 IPS |
|
Text Classification (F16)
|
100% |
421
166.7 IPS |
|
Machine Translation (F32)
|
100% |
477
73.5 IPS |
|
Machine Translation (F16)
|
100% |
479
73.8 IPS |