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| Metric | ROCm | ONNX Runtime | vLLM |
|---|---|---|---|
| Score | C56 | C-50 | F35 |
| Type | |||
| Execution | aot | hybrid | jit |
| Interface | sdk | sdk | api |
| Cold Start | 200ms | 500ms | 5000ms |
| Memory | 600MB | 300MB | 2000MB |
| Startup | 100ms | 100ms | 3000ms |
| Isolation | hardware | process | process |
| Maturity | stable | production | production |
| Languages | C, C++, Python | Python, C++, C#, Java | Python |
| License | MIT | MIT | Apache-2.0 |
| Links |