Library Overview

Library Overview

High-level overview of AOCL-DLP architecture, components, and design goals.

Components

• GEMM kernels and drivers
• Post-operations framework (metadata-driven)
• Element-wise utilities
• Threading and parallelization controls

Data Types

• float32, bfloat16, int8/uint8, int32; mixed-precision flows
• Types: Types API Reference

Call Layers

1. Prepare data (layouts, leading dimensions)
2. Optional reordering for repeated use
3. Configure dlp_metadata_t for fused post-ops
4. Call GEMM or eltwise
5. Optional de/reordering for outputs

Hardware Features

Targets AVX2/FMA3, AVX512, AVX512_VNNI, AVX512_BF16 on supported AMD CPUs.