Point cloud data loading and processing on ShapeNet
3.58Cost Time (s)PcRecord
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PcRecordHardware=GPU2026.03 | 3.58 | 0.27 | 121.47 | |
| PcRecordHardware=Ascend2026.03 | 3.95 | 9 | 150.58 | |
| PyTorchHardware=Ascend, Framework Version=2.4.02026.03 | 5.1 | 9 | 118.98 | |
| PyTorchHardware=GPU2026.03 | 7.99 | 0.32 | 66.4 | |
| MindSporeHardware=Ascend, Framework Version=2.3.12026.03 | 10.37 | 10 | 127.37 | |
| KerasHardware=Ascend, Framework Version=2.13.12026.03 | 35.34 | 12 | 113.82 | |
| TensorflowHardware=Ascend, Framework Version=2.13.12026.03 | 35.65 | 17 | 115.57 | |
| TensorflowHardware=GPU2026.03 | 59.27 | 1.54 | 103.47 | |
| KerasHardware=GPU2026.03 | 63.69 | 0.38 | 51.73 | |
| MindSporeHardware=GPU2026.03 | 68.15 | 0.55 | 94.71 |