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TPUPoint is a tool facilitate the development of efficient applications on TPU-based cloud platforms. TPUPoint automatically classifies repetitive patterns into phases and identifies the most timing-critical operations in each phase. TPUPoint is built into TensorFlow 1.15.3.
NOTE: Make sure to clone using git clone --recurse-submodules to also include all submodules required.
To install TensorFlow with TPUPoint, please go to the TensorflowTPUPoint directory and follow the README.md.
Note: TPUPoint is built to run on Google Cloud Platform (GCP). If you have not already done so, please create a project with TPUv2-8 or TPUv3-8 access.
To run TPUPoint with pre-built benchmarks, please go to the Benchmarks directory and follow the README.md.
Note: These benchmarks assume you have already installed TensorFlow with TPUPoint.