Upload Date | April 30 2022 03:10 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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 | 3.20 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% |
4152
444.9 IPS |
|
Image Classification (F16)
|
100% |
5764
617.6 IPS |
|
Image Classification (I8)
|
81% |
674
72.3 IPS |
|
Image Segmentation (F32)
|
100% |
7853
48.5 IPS |
|
Image Segmentation (F16)
|
100% |
11740
72.5 IPS |
|
Image Segmentation (I8)
|
89% |
1232
7.61 IPS |
|
Pose Estimation (F32)
|
100% |
2857
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6801
27.5 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
3725
130.7 IPS |
|
Object Detection (F16)
|
100% |
3855
135.3 IPS |
|
Object Detection (I8)
|
52% |
968
34.0 IPS |
|
Face Detection (F32)
|
100% |
7033
80.8 IPS |
|
Face Detection (F16)
|
97% |
12371
142.1 IPS |
|
Face Detection (I8)
|
75% |
947
10.9 IPS |
|
Text Classification (F32)
|
100% |
3400
1.34 KIPS |
|
Text Classification (F16)
|
100% |
3769
1.49 KIPS |
|
Machine Translation (F32)
|
100% |
1833
282.5 IPS |
|
Machine Translation (F16)
|
100% |
1819
280.3 IPS |