Upload Date | November 05 2021 04:28 PM |
Views | 1 |
System Information | |
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Operating System | iOS 14.8 |
Model | iPad (7th generation) |
Model ID | iPad7,11 |
Motherboard | J171AP |
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 | 2.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
293
31.4 IPS |
|
Image Classification (F16)
|
100% |
277
29.7 IPS |
|
Image Classification (I8)
|
81% |
524
56.1 IPS |
|
Image Segmentation (F32)
|
100% |
499
3.08 IPS |
|
Image Segmentation (F16)
|
100% |
320
1.98 IPS |
|
Image Segmentation (I8)
|
89% |
359
2.22 IPS |
|
Pose Estimation (F32)
|
100% |
74
0.30 IPS |
|
Pose Estimation (F16)
|
100% |
71
0.29 IPS |
|
Pose Estimation (I8)
|
80% |
90
0.37 IPS |
|
Object Detection (F32)
|
100% |
235
8.25 IPS |
|
Object Detection (F16)
|
100% |
375
13.2 IPS |
|
Object Detection (I8)
|
52% |
250
8.77 IPS |
|
Face Detection (F32)
|
100% |
388
4.46 IPS |
|
Face Detection (F16)
|
100% |
313
3.60 IPS |
|
Face Detection (I8)
|
75% |
336
3.86 IPS |
|
Text Classification (F32)
|
100% |
277
109.4 IPS |
|
Text Classification (F16)
|
100% |
508
200.8 IPS |
|
Machine Translation (F32)
|
100% |
431
66.4 IPS |
|
Machine Translation (F16)
|
100% |
434
66.9 IPS |