Upload Date | March 23 2022 10:22 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.4 |
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 | 3.19 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 |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4174
447.3 IPS |
|
Image Classification (F16)
|
100% |
5867
628.6 IPS |
|
Image Classification (I8)
|
81% |
688
73.7 IPS |
|
Image Segmentation (F32)
|
100% |
8109
50.1 IPS |
|
Image Segmentation (F16)
|
100% |
11648
72.0 IPS |
|
Image Segmentation (I8)
|
89% |
1256
7.76 IPS |
|
Pose Estimation (F32)
|
100% |
2858
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6803
27.5 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
3470
121.8 IPS |
|
Object Detection (F16)
|
100% |
3749
131.6 IPS |
|
Object Detection (I8)
|
52% |
986
34.6 IPS |
|
Face Detection (F32)
|
100% |
7019
80.6 IPS |
|
Face Detection (F16)
|
97% |
12448
143.0 IPS |
|
Face Detection (I8)
|
75% |
963
11.1 IPS |
|
Text Classification (F32)
|
100% |
3410
1.35 KIPS |
|
Text Classification (F16)
|
100% |
3761
1.49 KIPS |
|
Machine Translation (F32)
|
100% |
1845
284.3 IPS |
|
Machine Translation (F16)
|
100% |
1837
283.1 IPS |