Add scripts to replicate the experiments from arXiv:2109.08267v1 #484
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Moving this class into the core compiler_gym library enables it to be reused by other example code and other users.
Rather than adding submitit to the list of core dependencies, defer module import until it is needed, printing an error message if it is not available.
Codecov Report
@@ Coverage Diff @@
## development #484 +/- ##
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- Coverage 87.81% 85.32% -2.50%
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Files 111 113 +2
Lines 6182 6397 +215
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+ Hits 5429 5458 +29
- Misses 753 939 +186
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ChrisCummins
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This was referenced Nov 17, 2021
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This patch set adds scripts to replicate the experiments from our CompilerGym pre-print, specifically:
examples/op_benchmarks.pyfor microbenchmarking operations.examples/llvm_autotuningfor autotuning the LLVM phase ordering environment.examples/gcc_autotuningfor autotuning the GCC command line flag environment (thanks @hughleat!).examples/loop_tool_sweep.pyfor running CUDA inner loop size sweeps with loop_tool (thanks @bwasti!).examples/gnn_cost_modelfor training a GNN cost model on the state transition dataset (thanks @bcui19!).examples/llvm_rlfor running reinforcement learning experiments using RLlib.