korzhenevski / minimalloc Goto Github PK

Source code for our ASPLOS 2023 paper, "MiniMalloc: A Lightweight Memory Allocator for Hardware-Accelerated Machine Learning."

$ git clone --recursive [email protected]:google/minimalloc.git && \
      cd minimalloc && cmake -DCMAKE_BUILD_TYPE=Release && make

id,lower,upper,size
b1,0,3,4
b2,3,9,4
b3,0,9,4
b4,9,21,4
b5,0,21,4

$ ./minimalloc --capacity=12 --input=benchmarks/examples/input.12.csv --output=output.12.csv

id,lower,upper,size,offset
b1,0,3,4,8
b2,3,9,4,8
b3,0,9,4,4
b4,9,21,4,4
b5,0,21,4,0

@inproceedings{Moffitt2023,
  title = {{MiniMalloc}: A Lightweight Memory Allocator for Hardware-Accelerated Machine Learning},
  booktitle = {Proceedings of the 28th International Conference on Architectural Support for Programming Languages and Operating Systems},
  volume = {4},
  author = {Moffitt, Michael D.},
  year = {2023},
  series = {ASPLOS 2023},
  url = {https://doi.org/10.1145/3623278.3624752},
  doi = {10.1145/3623278.3624752}
}

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