AI Playground

Experiments

TODO

Usage

Run cpplint

bazel test --config=cpplint //experimental/cpp_example/...

TODO List

Env Preparation

• [DONE] Init dev docker
• [DONE] Init bazel and c++ toolchain
• [DONE] rule_python https://github.com/bazelbuild/rules_python
• [DONE] Init common thirdparties like gtest, gflags, opencv and so on
• [DONE] rule_go and exmples: https://github.com/bazelbuild/rules_go
• [DONE] rules_proto and examples: https://github.com/bazelbuild/rules_proto
• [TODO] bazoku https://github.com/salesforce/bazoku
• [TODO] rules_helm https://github.com/abrisco/rules_helm
• [TODO] rules_k8s https://github.com/bazelbuild/rules_k8s
• [TODO] rules_rust and examples: https://github.com/bazelbuild/rules_rust

Code Linters

• [TODO] python https://github.com/philipuvarov/bazel-ruff
• [TODO] cpp iwyu https://github.com/storypku/bazel_iwyu
• [TODO] cpp dwyu https://github.com/martis42/depend_on_what_you_use
• [TODO] cpp clang tidy https://github.com/erenon/bazel_clang_tidy
• [TODO] BUILD https://github.com/bazelbuild/buildtools/blob/main/buildifier/README.md

AI Env

• [DONE] Cuda and cuda rules(https://github.com/bazel-contrib/rules_cuda)
• [DONE] pybind11 and examples
• [TODO] NCCL and examples

Autonomous System

• [DONE] rules_ros and examples: https://github.com/ApexAI/rules_ros
• [TODO] nuscenes dataset and dataloader
• [TODO] rerun.io examplee
• [DONE] mcap example

AI Models

• [TODO] NLP(BERT, GPT, etc.)
• [TODO] Vision(DETR, DETR-3D, BevFormer, TrackerFormer, MapFormer, etc.)

AI Training

• [TODO] npl data preprocessing examples
• [TODO] GPT training examples with DP, PP and TP

AI Inference

• [TODO] ONNX and examples
• [TODO] vllm and examples
• [TODO] TensorRT and examples
• [TODO] triton exmaples: https://openai.com/index/triton/

GPU Support

• [TODO] GPU mem test tools
• [TODO] nvcc network performance test tools
• [TODO] pytorch profiling tools
• [TODO] MLIR https://github.com/llvm/torch-mlir/blob/main/docs/development.md#bazel-build

References

• Thanks to jiaming: https://github.com/storypku
• https://github.com/ApolloAuto/apollo
• https://github.com/tensorflow/io
• See: https://github.com/kriscfoster/multi-language-bazel-monorepo
• https://github.com/yechuan51/multi-language-bazel-monorepo
• See: https://github.com/aspect-build/bazel-examples/tree/main
• Linter: https://pigweed.dev/automated_analysis.html