Upload Date | July 22 2021 09:23 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.4.2 |
Model | iPhone 11 Pro |
Model ID | iPhone12,3 |
Motherboard | D421AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3251
348.4 IPS |
|
Image Classification (F16)
|
100% |
3126
334.9 IPS |
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
1570
9.70 IPS |
|
Image Segmentation (F16)
|
100% |
1557
9.62 IPS |
|
Image Segmentation (I8)
|
89% |
830
5.13 IPS |
|
Pose Estimation (F32)
|
100% |
8661
35.0 IPS |
|
Pose Estimation (F16)
|
100% |
8775
35.5 IPS |
|
Pose Estimation (I8)
|
80% |
153
0.62 IPS |
|
Object Detection (F32)
|
94% |
5107
179.2 IPS |
|
Object Detection (F16)
|
94% |
5101
179.0 IPS |
|
Object Detection (I8)
|
52% |
640
22.5 IPS |
|
Face Detection (F32)
|
67% |
4042
46.4 IPS |
|
Face Detection (F16)
|
67% |
3982
45.8 IPS |
|
Face Detection (I8)
|
75% |
630
7.23 IPS |
|
Text Classification (F32)
|
100% |
743
293.7 IPS |
|
Text Classification (F16)
|
100% |
529
209.3 IPS |
|
Machine Translation (F32)
|
100% |
1215
187.3 IPS |
|
Machine Translation (F16)
|
100% |
1213
186.9 IPS |