Upload Date | August 08 2023 05:56 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.6 |
Model | iPad (8th generation) |
Model ID | iPad11,7 |
Motherboard | J172aAP |
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 | 2.88 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3143
336.8 IPS |
|
Image Classification (F16)
|
100% |
3083
330.4 IPS |
|
Image Classification (I8)
|
81% |
274
29.4 IPS |
|
Image Segmentation (F32)
|
100% |
1012
6.25 IPS |
|
Image Segmentation (F16)
|
100% |
1015
6.27 IPS |
|
Image Segmentation (I8)
|
89% |
511
3.15 IPS |
|
Pose Estimation (F32)
|
100% |
4586
18.6 IPS |
|
Pose Estimation (F16)
|
100% |
4855
19.6 IPS |
|
Pose Estimation (I8)
|
80% |
97
0.39 IPS |
|
Object Detection (F32)
|
94% |
3195
112.1 IPS |
|
Object Detection (F16)
|
94% |
3236
113.6 IPS |
|
Object Detection (I8)
|
52% |
388
13.6 IPS |
|
Face Detection (F32)
|
67% |
3570
41.0 IPS |
|
Face Detection (F16)
|
67% |
3565
41.0 IPS |
|
Face Detection (I8)
|
75% |
377
4.33 IPS |
|
Text Classification (F32)
|
100% |
295
116.6 IPS |
|
Text Classification (F16)
|
100% |
298
117.7 IPS |
|
Machine Translation (F32)
|
100% |
653
100.6 IPS |
|
Machine Translation (F16)
|
100% |
650
100.2 IPS |