Upload Date | May 26 2021 09:05 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad Air 2 |
Model ID | iPad5,3 |
Motherboard | J81AP |
CPU Information | |
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Name | Apple A8X |
Topology | 1 Processor, 3 Cores |
Identifier | ARM |
Base Frequency | 1.50 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
134
14.4 IPS |
|
Image Classification (F16)
|
100% |
166
17.8 IPS |
|
Image Classification (I8)
|
81% |
377
40.4 IPS |
|
Image Segmentation (F32)
|
100% |
303
1.87 IPS |
|
Image Segmentation (F16)
|
100% |
303
1.87 IPS |
|
Image Segmentation (I8)
|
89% |
682
4.21 IPS |
|
Pose Estimation (F32)
|
100% |
113
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
112
0.45 IPS |
|
Pose Estimation (I8)
|
80% |
127
0.52 IPS |
|
Object Detection (F32)
|
100% |
287
10.1 IPS |
|
Object Detection (F16)
|
100% |
269
9.45 IPS |
|
Object Detection (I8)
|
52% |
466
16.4 IPS |
|
Face Detection (F32)
|
100% |
358
4.11 IPS |
|
Face Detection (F16)
|
100% |
359
4.12 IPS |
|
Face Detection (I8)
|
75% |
530
6.09 IPS |
|
Text Classification (F32)
|
100% |
313
123.9 IPS |
|
Text Classification (F16)
|
100% |
314
124.0 IPS |
|
Machine Translation (F32)
|
100% |
213
32.9 IPS |
|
Machine Translation (F16)
|
100% |
213
32.8 IPS |