Upload Date | December 09 2022 05:40 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.6.1 |
Model | iPad (6th generation) |
Model ID | iPad7,5 |
Motherboard | J71bAP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
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Size | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
625
67.0 IPS |
|
Image Classification (F16)
|
100% |
588
63.0 IPS |
|
Image Classification (I8)
|
81% |
307
32.9 IPS |
|
Image Segmentation (F32)
|
100% |
1546
9.55 IPS |
|
Image Segmentation (F16)
|
100% |
2542
15.7 IPS |
|
Image Segmentation (I8)
|
89% |
570
3.52 IPS |
|
Pose Estimation (F32)
|
100% |
641
2.59 IPS |
|
Pose Estimation (F16)
|
100% |
1210
4.90 IPS |
|
Pose Estimation (I8)
|
80% |
121
0.49 IPS |
|
Object Detection (F32)
|
100% |
946
33.2 IPS |
|
Object Detection (F16)
|
100% |
1187
41.7 IPS |
|
Object Detection (I8)
|
52% |
455
16.0 IPS |
|
Face Detection (F32)
|
100% |
1490
17.1 IPS |
|
Face Detection (F16)
|
97% |
2717
31.2 IPS |
|
Face Detection (I8)
|
75% |
416
4.77 IPS |
|
Text Classification (F32)
|
100% |
413
163.2 IPS |
|
Text Classification (F16)
|
98% |
542
214.5 IPS |
|
Machine Translation (F32)
|
100% |
684
105.5 IPS |
|
Machine Translation (F16)
|
100% |
692
106.6 IPS |