Performance Test
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tucan9389 commented
Model Size (MB), Minimum iOS Version
| Model | Size | Minimum iOS Version |
|---|---|---|
| DeepLabV3 | 8.6 | iOS12 |
| DeepLabV3FP16 | 4.3 | iOS12 |
| DeepLabV3Int8LUT | 2.3 | iOS12 |
Infernece Time (ms)
| Model vs. Device | XS | X |
|---|---|---|
| DeepLabV3 | 135 | 177 |
| DeepLabV3FP16 | 136 | 177 |
| DeepLabV3Int8LUT | 135 | 177 |
Total Time (ms)
| Model vs. Device | XS | X |
|---|---|---|
| DeepLabV3 | 409 | 531 |
| DeepLabV3FP16 | 403 | 530 |
| DeepLabV3Int8LUT | 412 | 517 |
FPS
| Model vs. Device | XS | X |
|---|---|---|
| DeepLabV3 | 2 | 1 |
| DeepLabV3FP16 | 2 | 1 |
| DeepLabV3Int8LUT | 2 | 1 |