Upload Date | October 24 2021 01:17 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
233
24.9 IPS |
|
Image Classification (F16)
|
100% |
235
25.2 IPS |
|
Image Classification (I8)
|
81% |
359
38.5 IPS |
|
Image Segmentation (F32)
|
100% |
744
4.60 IPS |
|
Image Segmentation (F16)
|
100% |
749
4.63 IPS |
|
Image Segmentation (I8)
|
89% |
662
4.09 IPS |
|
Pose Estimation (F32)
|
100% |
677
2.74 IPS |
|
Pose Estimation (F16)
|
100% |
689
2.79 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
456
16.0 IPS |
|
Object Detection (F16)
|
100% |
636
22.3 IPS |
|
Object Detection (I8)
|
52% |
511
17.9 IPS |
|
Face Detection (F32)
|
100% |
710
8.16 IPS |
|
Face Detection (F16)
|
100% |
798
9.16 IPS |
|
Face Detection (I8)
|
75% |
490
5.63 IPS |
|
Text Classification (F32)
|
100% |
112
44.2 IPS |
|
Text Classification (F16)
|
100% |
115
45.6 IPS |
|
Machine Translation (F32)
|
100% |
745
114.8 IPS |
|
Machine Translation (F16)
|
100% |
758
116.8 IPS |