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Repo Overview

The FIL backend repo is organized in the following directories:

ci

This directory contains scripts and configuration files for working with CI. Developers may invoke ci/local/build.sh to build and run tests locally or ci/gitlab/build.sh to more precisely mirror the test environment run in official CI. This directory is not intended for end users.

cmake

This directory contains CMake files required for the build, especially those which are used to retrieve external dependencies. It is not intended for end users.

conda

This directory contains conda-related infrastructure including environment yaml files used to construct build and test environments:

  • conda/environments/buildpy.yml: Minimal environment for using Triton's build.py build script
  • conda/environments/rapids_triton_dev.yml: Environment for building the FIL backend
  • conda/environments/triton_benchmark.yml: Environment for running the FIL backend's standard benchmarks
  • conda/environments/triton_test_no_client.yml: Environment for running tests for the FIL backend. This file does not include Triton's Python client to facilitate testing on ARM machines, where the client cannot be correctly installed via pip.
  • conda/environments/triton_test.yml: Environment for running tests for the FIL backend that includes Triton's Python client. Recommended environment for those wishing to run tests outside of Docker.

docs

This directory contains markdown files for documentation.

notebooks

This directory contains example Jupyter notebooks for using the FIL backend.

ops

This directory contains files used for build-related tasks including the Dockerfile for the FIL backend's dockerized build. It is not intended for end users.

qa

This directory contains files for running tests and benchmarks. It is not intended for end users.

scripts

This directory contains utility scripts for e.g. converting models to Treelite checkpoint format. It also contains a conda environment file indicating the necessary dependencies for running these scripts.

src

This directory contains the C++ source files for the FIL backend. It is not intended for end users.