EQC Model Compiler Toolchain

EQC Compiler Toolchain

Standalone model compiler transforming ONNX neural networks into optimized .eqx binary packages with zero runtime overhead.

EQC CLI Compiler Terminalbash

# 1. Compile ONNX model into standalone EQX binary package (.eqx)
eqc compile model.onnx --output model.eqx --target cuda --optimize O3

# 2. Inspect EQIR intermediate representation and graph nodes
eqc inspect model.eqx

# 3. Validate operator coverage and memory planning
eqc validate model.eqx

ONNX Ingestion

Extracts computational graphs into EQ Intermediate Representation (EQIR) with full tensor shape metadata.

Operator Fusion

Combines MatMul + SiLU + RMSNorm sequences into single fused GPU kernel calls for max bandwidth.

EQX Binary Packages

Serializes optimized graphs into 0x45515831 binary files for zero-copy native engine loading.