Upload Date | December 08 2022 04:54 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.2 |
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% |
570
61.1 IPS |
|
Image Classification (F16)
|
100% |
583
62.4 IPS |
|
Image Classification (I8)
|
81% |
318
34.1 IPS |
|
Image Segmentation (F32)
|
100% |
1535
9.48 IPS |
|
Image Segmentation (F16)
|
100% |
2574
15.9 IPS |
|
Image Segmentation (I8)
|
89% |
588
3.63 IPS |
|
Pose Estimation (F32)
|
100% |
643
2.60 IPS |
|
Pose Estimation (F16)
|
100% |
1214
4.91 IPS |
|
Pose Estimation (I8)
|
80% |
124
0.50 IPS |
|
Object Detection (F32)
|
100% |
952
33.4 IPS |
|
Object Detection (F16)
|
100% |
1179
41.4 IPS |
|
Object Detection (I8)
|
52% |
457
16.0 IPS |
|
Face Detection (F32)
|
100% |
1489
17.1 IPS |
|
Face Detection (F16)
|
97% |
2704
31.1 IPS |
|
Face Detection (I8)
|
75% |
417
4.79 IPS |
|
Text Classification (F32)
|
100% |
427
169.0 IPS |
|
Text Classification (F16)
|
98% |
520
205.8 IPS |
|
Machine Translation (F32)
|
100% |
672
103.6 IPS |
|
Machine Translation (F16)
|
100% |
676
104.2 IPS |