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Summary of accuracy, memory utilization and performance (latency) on the hardware configuration 4: Core(TM) i7-1185G7 @ 3.00 GHz.
| DL framework | Version | Precision | Average dice score |
Average Hausdorff distance |
Memory utilization (normalized) |
Avg. latency speedup (normalized) |
|---|---|---|---|---|---|---|
| PyTorch | 1.5.1 | FP32 | 0.97198 | 2.6577 ± 3.0 | 1 | 1 |
| 1.9.0 | FP32 | 0.97198 | 2.6577 ± 3.0 | 0.769 | 3.8 | |
| OpenVINO | 2021.4 | FP32 | 0.97198 | 2.6577 ± 3.0 | 1.285 | 7.1 |
| INT8 | 0.97118 | 2.7426 ± 3.1 | 0.907 | 23.3 |
