Upload Date | May 11 2021 12:14 PM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPhone X |
Model ID | iPhone10,3 |
Motherboard | D22AP |
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% |
382
40.9 IPS |
|
Image Classification (F16)
|
100% |
376
40.3 IPS |
|
Image Classification (I8)
|
81% |
279
29.9 IPS |
|
Image Segmentation (F32)
|
100% |
626
3.87 IPS |
|
Image Segmentation (F16)
|
100% |
344
2.13 IPS |
|
Image Segmentation (I8)
|
89% |
410
2.53 IPS |
|
Pose Estimation (F32)
|
100% |
112
0.45 IPS |
|
Pose Estimation (F16)
|
100% |
117
0.47 IPS |
|
Pose Estimation (I8)
|
80% |
162
0.66 IPS |
|
Object Detection (F32)
|
100% |
336
11.8 IPS |
|
Object Detection (F16)
|
100% |
336
11.8 IPS |
|
Object Detection (I8)
|
52% |
403
14.1 IPS |
|
Face Detection (F32)
|
100% |
647
7.44 IPS |
|
Face Detection (F16)
|
100% |
639
7.35 IPS |
|
Face Detection (I8)
|
75% |
593
6.81 IPS |
|
Text Classification (F32)
|
100% |
649
256.8 IPS |
|
Text Classification (F16)
|
100% |
697
275.6 IPS |
|
Machine Translation (F32)
|
100% |
741
114.1 IPS |
|
Machine Translation (F16)
|
100% |
749
115.4 IPS |