Upload Date | October 06 2022 11:07 AM |
Views | 3 |
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 | 3.20 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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4172
447.0 IPS |
|
Image Classification (F16)
|
100% |
5825
624.1 IPS |
|
Image Classification (I8)
|
81% |
687
73.6 IPS |
|
Image Segmentation (F32)
|
100% |
8115
50.1 IPS |
|
Image Segmentation (F16)
|
100% |
11703
72.3 IPS |
|
Image Segmentation (I8)
|
89% |
1237
7.64 IPS |
|
Pose Estimation (F32)
|
100% |
2859
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6820
27.6 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.96 IPS |
|
Object Detection (F32)
|
100% |
3443
120.8 IPS |
|
Object Detection (F16)
|
100% |
4087
143.4 IPS |
|
Object Detection (I8)
|
52% |
982
34.5 IPS |
|
Face Detection (F32)
|
100% |
7036
80.8 IPS |
|
Face Detection (F16)
|
97% |
12420
142.7 IPS |
|
Face Detection (I8)
|
75% |
950
10.9 IPS |
|
Text Classification (F32)
|
100% |
3337
1.32 KIPS |
|
Text Classification (F16)
|
100% |
3649
1.44 KIPS |
|
Machine Translation (F32)
|
100% |
1824
281.1 IPS |
|
Machine Translation (F16)
|
100% |
1824
281.2 IPS |