Upload Date | June 12 2021 10:43 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad13,11 |
Model ID | iPad13,11 |
Motherboard | J523xAP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.20 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 15.22 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5536
593.1 IPS |
|
Image Classification (F16)
|
100% |
5635
603.7 IPS |
|
Image Classification (I8)
|
81% |
693
74.2 IPS |
|
Image Segmentation (F32)
|
100% |
1938
12.0 IPS |
|
Image Segmentation (F16)
|
100% |
1964
12.1 IPS |
|
Image Segmentation (I8)
|
89% |
1246
7.70 IPS |
|
Pose Estimation (F32)
|
100% |
19270
78.0 IPS |
|
Pose Estimation (F16)
|
100% |
19733
79.8 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
6946
243.8 IPS |
|
Object Detection (F16)
|
100% |
6919
242.8 IPS |
|
Object Detection (I8)
|
52% |
968
34.0 IPS |
|
Face Detection (F32)
|
100% |
7237
83.1 IPS |
|
Face Detection (F16)
|
100% |
7228
83.0 IPS |
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
Text Classification (F32)
|
100% |
1023
404.4 IPS |
|
Text Classification (F16)
|
100% |
1018
402.8 IPS |
|
Machine Translation (F32)
|
100% |
1856
286.1 IPS |
|
Machine Translation (F16)
|
100% |
1855
285.9 IPS |