| Upload Date | July 16 2022 06:39 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 15.5 |
| Model | iPad Air (3rd generation) |
| Model ID | iPad11,3 |
| Motherboard | J217AP |
| CPU Information | |
|---|---|
| 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 | |
|---|---|
| Size | 2.84 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
471
50.5 IPS |
|
|
Image Classification (F16)
|
100% |
462
49.5 IPS |
|
|
Image Classification (I8)
|
81% |
282
30.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
766
4.73 IPS |
|
|
Image Segmentation (F16)
|
100% |
770
4.76 IPS |
|
|
Image Segmentation (I8)
|
89% |
977
6.03 IPS |
|
|
Pose Estimation (F32)
|
100% |
252
1.02 IPS |
|
|
Pose Estimation (F16)
|
100% |
249
1.01 IPS |
|
|
Pose Estimation (I8)
|
80% |
272
1.10 IPS |
|
|
Object Detection (F32)
|
100% |
715
25.1 IPS |
|
|
Object Detection (F16)
|
100% |
711
25.0 IPS |
|
|
Object Detection (I8)
|
52% |
492
17.3 IPS |
|
|
Face Detection (F32)
|
100% |
744
8.54 IPS |
|
|
Face Detection (F16)
|
100% |
806
9.26 IPS |
|
|
Face Detection (I8)
|
75% |
602
6.92 IPS |
|
|
Text Classification (F32)
|
100% |
785
310.4 IPS |
|
|
Text Classification (F16)
|
100% |
785
310.5 IPS |
|
|
Machine Translation (F32)
|
100% |
994
153.1 IPS |
|
|
Machine Translation (F16)
|
100% |
991
152.7 IPS |
Compare
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