Upload Date | October 22 2021 09:17 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPad13,4 |
Model ID | iPad13,4 |
Motherboard | J517AP |
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 | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4098
439.1 IPS |
|
Image Classification (F16)
|
100% |
5871
629.0 IPS |
|
Image Classification (I8)
|
81% |
693
74.2 IPS |
|
Image Segmentation (F32)
|
100% |
8051
49.7 IPS |
|
Image Segmentation (F16)
|
100% |
11765
72.7 IPS |
|
Image Segmentation (I8)
|
89% |
1270
7.84 IPS |
|
Pose Estimation (F32)
|
100% |
2862
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6775
27.4 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
3642
127.8 IPS |
|
Object Detection (F16)
|
100% |
3713
130.3 IPS |
|
Object Detection (I8)
|
52% |
984
34.5 IPS |
|
Face Detection (F32)
|
100% |
7031
80.8 IPS |
|
Face Detection (F16)
|
97% |
12424
142.7 IPS |
|
Face Detection (I8)
|
75% |
960
11.0 IPS |
|
Text Classification (F32)
|
100% |
3384
1.34 KIPS |
|
Text Classification (F16)
|
100% |
3666
1.45 KIPS |
|
Machine Translation (F32)
|
100% |
1831
282.2 IPS |
|
Machine Translation (F16)
|
100% |
1834
282.7 IPS |