Upload Date | September 23 2022 07:32 AM |
Views | 2 |
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% |
4097
439.0 IPS |
|
Image Classification (F16)
|
100% |
5794
620.8 IPS |
|
Image Classification (I8)
|
81% |
684
73.3 IPS |
|
Image Segmentation (F32)
|
100% |
8094
50.0 IPS |
|
Image Segmentation (F16)
|
100% |
11873
73.3 IPS |
|
Image Segmentation (I8)
|
89% |
1232
7.61 IPS |
|
Pose Estimation (F32)
|
100% |
2864
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6819
27.6 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
4132
145.0 IPS |
|
Object Detection (F16)
|
100% |
3895
136.7 IPS |
|
Object Detection (I8)
|
52% |
969
34.0 IPS |
|
Face Detection (F32)
|
100% |
7019
80.6 IPS |
|
Face Detection (F16)
|
97% |
12461
143.2 IPS |
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
Text Classification (F32)
|
100% |
3409
1.35 KIPS |
|
Text Classification (F16)
|
100% |
3736
1.48 KIPS |
|
Machine Translation (F32)
|
100% |
1819
280.3 IPS |
|
Machine Translation (F16)
|
100% |
1818
280.2 IPS |