Upload Date | September 18 2024 12:03 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.8.2 |
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 | |
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Size | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
164
17.6 IPS |
|
Image Classification (F16)
|
100% |
166
17.8 IPS |
|
Image Classification (I8)
|
81% |
353
37.9 IPS |
|
Image Segmentation (F32)
|
100% |
300
1.85 IPS |
|
Image Segmentation (F16)
|
100% |
300
1.86 IPS |
|
Image Segmentation (I8)
|
89% |
672
4.15 IPS |
|
Pose Estimation (F32)
|
100% |
113
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
110
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
131
0.53 IPS |
|
Object Detection (F32)
|
100% |
254
8.93 IPS |
|
Object Detection (F16)
|
100% |
255
8.95 IPS |
|
Object Detection (I8)
|
52% |
466
16.4 IPS |
|
Face Detection (F32)
|
100% |
320
3.68 IPS |
|
Face Detection (F16)
|
100% |
313
3.59 IPS |
|
Face Detection (I8)
|
75% |
436
5.01 IPS |
|
Text Classification (F32)
|
100% |
191
75.3 IPS |
|
Text Classification (F16)
|
100% |
188
74.3 IPS |
|
Machine Translation (F32)
|
100% |
191
29.4 IPS |
|
Machine Translation (F16)
|
100% |
193
29.7 IPS |