Upload Date | September 25 2024 12:17 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.6.1 |
Model | iPad Air (3rd generation) |
Model ID | iPad11,3 |
Motherboard | J217AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
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Size | 2.84 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3780
405.0 IPS |
|
Image Classification (F16)
|
100% |
3681
394.4 IPS |
|
Image Classification (I8)
|
81% |
402
43.1 IPS |
|
Image Segmentation (F32)
|
100% |
1382
8.53 IPS |
|
Image Segmentation (F16)
|
100% |
1411
8.71 IPS |
|
Image Segmentation (I8)
|
89% |
746
4.60 IPS |
|
Pose Estimation (F32)
|
100% |
7258
29.4 IPS |
|
Pose Estimation (F16)
|
100% |
7434
30.1 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
94% |
3986
139.9 IPS |
|
Object Detection (F16)
|
94% |
4011
140.8 IPS |
|
Object Detection (I8)
|
52% |
565
19.8 IPS |
|
Face Detection (F32)
|
67% |
3738
42.9 IPS |
|
Face Detection (F16)
|
67% |
3775
43.4 IPS |
|
Face Detection (I8)
|
75% |
549
6.31 IPS |
|
Text Classification (F32)
|
100% |
317
125.2 IPS |
|
Text Classification (F16)
|
100% |
311
123.2 IPS |
|
Machine Translation (F32)
|
100% |
990
152.6 IPS |
|
Machine Translation (F16)
|
100% |
991
152.8 IPS |