| Upload Date | September 30 2022 01:46 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 15.7 |
| Model | iPad (7th generation) |
| Model ID | iPad7,11 |
| Motherboard | J171AP |
| CPU Information | |
|---|---|
| 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 | |
|---|---|
| Size | 2.93 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
276
29.6 IPS |
|
|
Image Classification (F16)
|
100% |
274
29.3 IPS |
|
|
Image Classification (I8)
|
81% |
521
55.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
484
2.99 IPS |
|
|
Image Segmentation (F16)
|
100% |
469
2.89 IPS |
|
|
Image Segmentation (I8)
|
89% |
870
5.37 IPS |
|
|
Pose Estimation (F32)
|
100% |
148
0.60 IPS |
|
|
Pose Estimation (F16)
|
100% |
135
0.54 IPS |
|
|
Pose Estimation (I8)
|
80% |
173
0.70 IPS |
|
|
Object Detection (F32)
|
100% |
391
13.7 IPS |
|
|
Object Detection (F16)
|
100% |
405
14.2 IPS |
|
|
Object Detection (I8)
|
52% |
634
22.3 IPS |
|
|
Face Detection (F32)
|
100% |
523
6.01 IPS |
|
|
Face Detection (F16)
|
100% |
513
5.89 IPS |
|
|
Face Detection (I8)
|
75% |
576
6.62 IPS |
|
|
Text Classification (F32)
|
100% |
483
191.2 IPS |
|
|
Text Classification (F16)
|
100% |
520
205.6 IPS |
|
|
Machine Translation (F32)
|
100% |
535
82.5 IPS |
|
|
Machine Translation (F16)
|
100% |
538
83.0 IPS |
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