Upload Date | July 09 2022 10:06 PM |
Views | 1 |
System Information | |
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Operating System | iOS 16.0 |
Model | iPad13,17 |
Model ID | iPad13,17 |
Motherboard | J408AP |
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 | |
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Size | 7.47 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3998
428.4 IPS |
|
Image Classification (F16)
|
100% |
5387
577.2 IPS |
|
Image Classification (I8)
|
81% |
685
73.4 IPS |
|
Image Segmentation (F32)
|
100% |
8098
50.0 IPS |
|
Image Segmentation (F16)
|
100% |
11733
72.5 IPS |
|
Image Segmentation (I8)
|
89% |
1233
7.62 IPS |
|
Pose Estimation (F32)
|
100% |
2854
11.5 IPS |
|
Pose Estimation (F16)
|
100% |
6772
27.4 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
3742
131.3 IPS |
|
Object Detection (F16)
|
100% |
3653
128.2 IPS |
|
Object Detection (I8)
|
52% |
967
33.9 IPS |
|
Face Detection (F32)
|
100% |
6991
80.3 IPS |
|
Face Detection (F16)
|
97% |
12215
140.3 IPS |
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
Text Classification (F32)
|
100% |
1949
771.0 IPS |
|
Text Classification (F16)
|
100% |
2117
837.3 IPS |
|
Machine Translation (F32)
|
100% |
1813
279.4 IPS |
|
Machine Translation (F16)
|
100% |
1809
278.8 IPS |