greene team: cloudmask

[laszewsk]

• someone changed the slurm in script to use /c indicating they run it on windows, but don't you want to run it on green:

  sed -i "/log_file:/c\log_file: $(dirname $THEPATH)/cloudmask_run.log" $(dirname $THEPATH)/config.yaml
  sed -i "/mlperf_logfile:/c\mlperf_logfile: $(dirname $THEPATH)/mlperf_cloudmask.log" $(dirname $THEPATH)/config.yaml
  sed -i "/model_file:/c\model_file: $(dirname $THEPATH)/cloudModel.h5" $(dirname $THEPATH)/config.yaml
  

• we need a config.in.yaml that includes a USERTOREPLACE instead of the full username. than we can call make yaml to create the config.yaml file. The readme has to be updated. The makefile should use config.in.yaml and not config.yaml
• _load_data contains code that has absolute values that were replaced by UK team in main code for accuracy, should that be changed in data load?
• new log file library should be integrated: git+https://github.com/mlperf/logging.git@2.1.0
• new numpy version should be tested: # numpy<1.24
• look at and update: Initial tasks mlcommons-nyu-uva#1
• look at and update: Tasks: 11/2 mlcommons-nyu-uva#2
• every week look at and update: https://docs.google.com/document/d/1LUuVSeLYv-717TJxtyikihLmuyf6at50FNBn57Doo_4/edit#heading=h.7p7jjuq4vbsm
• get rid of the presentations and move content into https://docs.google.com/document/d/1LUuVSeLYv-717TJxtyikihLmuyf6at50FNBn57Doo_4/edit#heading=h.7p7jjuq4vbsm
• create uniform accuracy measurement across training and inference
• Submitter: see MLCommons submitter for Greene #49
• setup_env seems to have ben replaced by Makefile: see Makefile and https://github.com/laszewsk/mlcommons/blob/main/benchmarks/cloudmask/experiments/greene/setup_env_and_yaml.py
• simple.slurm has a couple of comments that seem not needed: https://github.com/laszewsk/mlcommons/blob/main/benchmarks/cloudmask/experiments/greene/simple.slurm
• add other issues here