Upload Date | October 06 2022 07:24 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
376
40.3 IPS |
|
Image Classification (F16)
|
100% |
369
39.5 IPS |
|
Image Classification (I8)
|
81% |
282
30.2 IPS |
|
Image Segmentation (F32)
|
100% |
626
3.86 IPS |
|
Image Segmentation (F16)
|
100% |
625
3.86 IPS |
|
Image Segmentation (I8)
|
89% |
851
5.25 IPS |
|
Pose Estimation (F32)
|
100% |
206
0.83 IPS |
|
Pose Estimation (F16)
|
100% |
201
0.81 IPS |
|
Pose Estimation (I8)
|
80% |
220
0.89 IPS |
|
Object Detection (F32)
|
100% |
536
18.8 IPS |
|
Object Detection (F16)
|
100% |
567
19.9 IPS |
|
Object Detection (I8)
|
52% |
499
17.5 IPS |
|
Face Detection (F32)
|
100% |
699
8.03 IPS |
|
Face Detection (F16)
|
100% |
648
7.45 IPS |
|
Face Detection (I8)
|
75% |
569
6.54 IPS |
|
Text Classification (F32)
|
100% |
642
254.1 IPS |
|
Text Classification (F16)
|
100% |
682
269.9 IPS |
|
Machine Translation (F32)
|
100% |
711
109.5 IPS |
|
Machine Translation (F16)
|
100% |
733
113.0 IPS |