Upload Date | December 03 2023 05:12 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
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 | |
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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% |
4070
436.1 IPS |
|
Image Classification (F16)
|
100% |
5429
581.7 IPS |
|
Image Classification (I8)
|
81% |
676
72.4 IPS |
|
Image Segmentation (F32)
|
100% |
7711
47.6 IPS |
|
Image Segmentation (F16)
|
100% |
11513
71.1 IPS |
|
Image Segmentation (I8)
|
89% |
1233
7.61 IPS |
|
Pose Estimation (F32)
|
100% |
3078
12.5 IPS |
|
Pose Estimation (F16)
|
100% |
7006
28.3 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
3490
122.5 IPS |
|
Object Detection (F16)
|
100% |
3332
116.9 IPS |
|
Object Detection (I8)
|
52% |
958
33.6 IPS |
|
Face Detection (F32)
|
100% |
7040
80.9 IPS |
|
Face Detection (F16)
|
97% |
12501
143.6 IPS |
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
Text Classification (F32)
|
100% |
2516
995.1 IPS |
|
Text Classification (F16)
|
100% |
3590
1.42 KIPS |
|
Machine Translation (F32)
|
100% |
1856
286.1 IPS |
|
Machine Translation (F16)
|
100% |
1845
284.3 IPS |