Upload Date | September 17 2021 12:39 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.8 |
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% |
370
39.6 IPS |
|
Image Classification (F16)
|
100% |
364
39.1 IPS |
|
Image Classification (I8)
|
81% |
322
34.5 IPS |
|
Image Segmentation (F32)
|
100% |
398
2.46 IPS |
|
Image Segmentation (F16)
|
100% |
263
1.63 IPS |
|
Image Segmentation (I8)
|
89% |
686
4.24 IPS |
|
Pose Estimation (F32)
|
100% |
133
0.54 IPS |
|
Pose Estimation (F16)
|
100% |
87
0.35 IPS |
|
Pose Estimation (I8)
|
80% |
126
0.51 IPS |
|
Object Detection (F32)
|
100% |
299
10.5 IPS |
|
Object Detection (F16)
|
100% |
340
11.9 IPS |
|
Object Detection (I8)
|
52% |
527
18.5 IPS |
|
Face Detection (F32)
|
100% |
421
4.84 IPS |
|
Face Detection (F16)
|
100% |
344
3.96 IPS |
|
Face Detection (I8)
|
75% |
292
3.35 IPS |
|
Text Classification (F32)
|
100% |
283
112.1 IPS |
|
Text Classification (F16)
|
100% |
282
111.5 IPS |
|
Machine Translation (F32)
|
100% |
484
74.6 IPS |
|
Machine Translation (F16)
|
100% |
473
73.0 IPS |