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Nvidia-MTC

Compile fast ML models for NVIDIA GPUs.

Attribution

  • TVM - ML powered ML compiler.
  • TCLPack - Prebuilt TVM binaries for NVIDIA CUDA
  • Modal - Serverless GPU FAAS platform.

Prerequisites

You will need a Modal account. The app should fit within free tier.

  1. Create a .env file in project root with the following contents:
APP_NAME=some-random-app-name
MODAL_WORKSPACE=your-modal-workspace