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FastR vs R - Profiling Results

Basic performance test between standard R and Graal's FastR. Run on 2019-05-15 Preliminary results point to FastR being slower than standard R for this benchmark.

Results with a warmup introduced are more interesting:

  • loess is comparable
  • hilbert is comparable
  • sort is still slower

Graal FastR

  • GraalVM CE 19.0.0
  • FastR installed via $GRAALVM_HOME/bin/gu install R

Native R

Benchmark

R benchmark copied from https://mac.r-project.org/benchmarks/bench.R

  • Native R: R --no-save < benchmark.R > raw_R_result.txt
  • Graal FastR: $GRAALVM_HOME/bin/R --no-save < benchmark.R > fastR_result.txt

Benchmark 2

R benchmark copied from https://mac.r-project.org/benchmarks/bench.R

  • Native R: R --no-save < benchmark_v2.R > raw_R_result_v2.txt
  • Graal FastR: $GRAALVM_HOME/bin/R --no-save < benchmark_v2.R > fastR_result_v2.txt

Machine Details

  • MacBook Pro
  • macOS Mojave 10.14.4
  • Intel Core i7 2.2 GHz
  • 16GB 1600 MHz DDR3

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