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| Metric | CUDA Runtime | AWS Lambda | ROCm | Text Generation Inference |
|---|---|---|---|---|
| Score | B-65 | B-65 | C56 | F39 |
| Type | Serverless | |||
| Execution | aot | hybrid | aot | hybrid |
| Interface | sdk | platform | sdk | api |
| Cold Start | 100ms | 200ms | 200ms | 10000ms |
| Memory | 500MB | 128MB | 600MB | 2000MB |
| Startup | 50ms | 100ms | 100ms | 5000ms |
| Isolation | hardware | microvm | hardware | container |
| Maturity | production | production | stable | production |
| Languages | C, C++, Python | JavaScript, TypeScript, Python, Java, Go, Ruby, .NET, Rust | C, C++, Python | Rust, Python |
| License | Proprietary | Proprietary | MIT | Apache-2.0 |
| Links |