| Upload Date | July 16 2022 03:30 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.0 |
| Model | iPad (8th generation) |
| Model ID | iPad11,6 |
| Motherboard | J171aAP |
| 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 | 2.88 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
663
71.0 IPS |
|
|
Image Classification (F16)
|
100% |
1049
112.4 IPS |
|
|
Image Classification (I8)
|
81% |
401
42.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
3082
19.0 IPS |
|
|
Image Segmentation (F16)
|
100% |
4598
28.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
730
4.51 IPS |
|
|
Pose Estimation (F32)
|
100% |
1205
4.88 IPS |
|
|
Pose Estimation (F16)
|
100% |
3447
13.9 IPS |
|
|
Pose Estimation (I8)
|
80% |
138
0.56 IPS |
|
|
Object Detection (F32)
|
100% |
1461
51.3 IPS |
|
|
Object Detection (F16)
|
99% |
1510
53.0 IPS |
|
|
Object Detection (I8)
|
52% |
565
19.8 IPS |
|
|
Face Detection (F32)
|
100% |
3189
36.6 IPS |
|
|
Face Detection (F16)
|
97% |
5284
60.7 IPS |
|
|
Face Detection (I8)
|
75% |
539
6.19 IPS |
|
|
Text Classification (F32)
|
100% |
674
266.7 IPS |
|
|
Text Classification (F16)
|
98% |
808
319.4 IPS |
|
|
Machine Translation (F32)
|
100% |
777
119.7 IPS |
|
|
Machine Translation (F16)
|
100% |
473
72.9 IPS |
Compare
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