cirron compile [options]

{
  "features": ["feature1", "feature2", "feature3"],
  "dataTypes": {
    "feature1": "float",
    "feature2": "int",
    "feature3": "string"
  }
}

# Auto-detect architecture
cirron compile

# CPU compilation with validation
cirron compile --arch cpu --validate

# PyTorch with CUDA, strict
cirron compile --arch cuda --strict --validate

# TensorFlow with GPU
cirron compile --arch gpu

# Compile with custom index
cirron compile --validate --index data/index.yaml

models/
├── model_cpu.pth          # PyTorch CPU model
├── model_cuda.pth         # PyTorch CUDA model
└── model_gpu              # TensorFlow GPU model

artifacts/
├── model_info.json        # Model metadata
└── index_config.json      # Index configuration (if provided)

{
  "framework": "pytorch",
  "architecture": "cuda",
  "parameters": 1234567,
  "compilation_time": "2024-01-15T10:30:00Z"
}

# GitHub Actions
- name: Compile Model
  run: |
    cirron compile --validate --arch cpu
    cirron compile --validate --arch cuda

FROM python:3.9 as compile
COPY . /app
WORKDIR /app
RUN cirron compile --arch cpu

FROM python:3.9-slim
COPY --from=compile /app/models /app/models
COPY --from=compile /app/artifacts /app/artifacts