Upload Date | June 12 2021 10:26 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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% |
379
40.6 IPS |
|
Image Classification (F16)
|
100% |
376
40.3 IPS |
|
Image Classification (I8)
|
81% |
289
30.9 IPS |
|
Image Segmentation (F32)
|
100% |
646
3.99 IPS |
|
Image Segmentation (F16)
|
100% |
634
3.92 IPS |
|
Image Segmentation (I8)
|
89% |
388
2.39 IPS |
|
Pose Estimation (F32)
|
100% |
96
0.39 IPS |
|
Pose Estimation (F16)
|
100% |
99
0.40 IPS |
|
Pose Estimation (I8)
|
80% |
156
0.63 IPS |
|
Object Detection (F32)
|
100% |
383
13.4 IPS |
|
Object Detection (F16)
|
100% |
445
15.6 IPS |
|
Object Detection (I8)
|
52% |
508
17.8 IPS |
|
Face Detection (F32)
|
100% |
644
7.40 IPS |
|
Face Detection (F16)
|
100% |
648
7.44 IPS |
|
Face Detection (I8)
|
75% |
601
6.91 IPS |
|
Text Classification (F32)
|
100% |
650
257.2 IPS |
|
Text Classification (F16)
|
100% |
712
281.6 IPS |
|
Machine Translation (F32)
|
100% |
729
112.4 IPS |
|
Machine Translation (F16)
|
100% |
747
115.1 IPS |