Upload Date | November 04 2022 11:26 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.7 |
Model | iPad13,16 |
Model ID | iPad13,16 |
Motherboard | J407AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4150
444.6 IPS |
|
Image Classification (F16)
|
100% |
5692
609.9 IPS |
|
Image Classification (I8)
|
81% |
687
73.6 IPS |
|
Image Segmentation (F32)
|
100% |
7091
43.8 IPS |
|
Image Segmentation (F16)
|
100% |
11317
69.9 IPS |
|
Image Segmentation (I8)
|
89% |
1255
7.75 IPS |
|
Pose Estimation (F32)
|
100% |
2747
11.1 IPS |
|
Pose Estimation (F16)
|
100% |
6514
26.4 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
3595
126.2 IPS |
|
Object Detection (F16)
|
100% |
3670
128.8 IPS |
|
Object Detection (I8)
|
52% |
985
34.6 IPS |
|
Face Detection (F32)
|
100% |
6304
72.4 IPS |
|
Face Detection (F16)
|
97% |
11388
130.8 IPS |
|
Face Detection (I8)
|
75% |
966
11.1 IPS |
|
Text Classification (F32)
|
100% |
3241
1.28 KIPS |
|
Text Classification (F16)
|
100% |
3596
1.42 KIPS |
|
Machine Translation (F32)
|
100% |
1833
282.5 IPS |
|
Machine Translation (F16)
|
100% |
1842
283.9 IPS |