Upload Date | May 26 2021 09:03 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.4.2 |
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% |
188
20.1 IPS |
|
Image Classification (F16)
|
100% |
189
20.3 IPS |
|
Image Classification (I8)
|
81% |
184
19.7 IPS |
|
Image Segmentation (F32)
|
100% |
347
2.15 IPS |
|
Image Segmentation (F16)
|
100% |
348
2.15 IPS |
|
Image Segmentation (I8)
|
89% |
525
3.24 IPS |
|
Pose Estimation (F32)
|
100% |
83
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
83
0.34 IPS |
|
Pose Estimation (I8)
|
80% |
108
0.44 IPS |
|
Object Detection (F32)
|
100% |
289
10.1 IPS |
|
Object Detection (F16)
|
100% |
289
10.2 IPS |
|
Object Detection (I8)
|
52% |
305
10.7 IPS |
|
Face Detection (F32)
|
100% |
353
4.05 IPS |
|
Face Detection (F16)
|
100% |
353
4.06 IPS |
|
Face Detection (I8)
|
75% |
330
3.79 IPS |
|
Text Classification (F32)
|
100% |
329
130.0 IPS |
|
Text Classification (F16)
|
100% |
329
130.3 IPS |
|
Machine Translation (F32)
|
100% |
471
72.6 IPS |
|
Machine Translation (F16)
|
100% |
469
72.4 IPS |