COMPSs GPU Cache Matrix Multiplication

**Name:** Matmul GPU **Contact Person**: cristian.tatu@bsc.es **Access Level**: public **License Agreement**: Apache2 **Platform**: COMPSs **Machine**: Minotauro-MN4 Matmul running on the GPU leveraging COMPSs GPU Cache for deserialization speedup. Launched using 32 GPUs (16 nodes). C = A @ B Where A: shape (320, 56_900_000) block_size (10, 11_380_000) B: shape (56_900_000, 10) block_size (11_380_000, 10) C: shape (320, 10) block_size (10, 10) Total dataset size 291 GB. Version dislib-0.9 (https://github.com/bsc-wdc/dislib/tree/release-0.9)

Publisher

[<#ROCrate::Organization https://ror.org/05sd8tv96 @properties={"@id"=>"https://ror.org/05sd8tv96", "@type"=>"Organization", "name"=>"Barcelona Supercomputing Center"}>]

License

Apache-2.0

Contents

• cch_matmul_test.py
  Size: 5243
  Format: text/plain
• complete_graph.svg
  Size: 320859
  Format: [["image/svg+xml", <#ROCrate::ContextualEntity https://www.nationalarchives.gov.uk/PRONOM/fmt/92 @properties={"@id"=>"https://www.nationalarchives.gov.uk/PRONOM/fmt/92", "@type"=>"WebSite", "name"=>"Scalable Vector Graphics"}>]]
• App_Profile.json
  Size: 4113
  Format: ["application/json", <#ROCrate::ContextualEntity https://www.nationalarchives.gov.uk/PRONOM/fmt/817 @properties={"@id"=>"https://www.nationalarchives.gov.uk/PRONOM/fmt/817", "@type"=>"WebSite", "name"=>"JSON Data Interchange Format"}>]
• compss_submission_command_line.txt
  Size: 716
  Format: text/plain
• ro-crate-info.yaml
  Size: 1203
  Format: ["YAML", <#ROCrate::ContextualEntity https://www.nationalarchives.gov.uk/PRONOM/fmt/818 @properties={"@id"=>"https://www.nationalarchives.gov.uk/PRONOM/fmt/818", "@type"=>"WebSite", "name"=>"YAML"}>]
• matmul_case1.csv
  Size: 769
• matmul_case2.csv
  Size: 765
• matmul_case3.csv
  Size: 717
• compss-1930225.out
  Size: 2864
  Format: text/plain
• compss-1930225.err
  Size: 64
  Format: text/plain