jobscripts for daic

experiments/daic/generators/california_housing.sh

+#!/bin/bash
+
+#SBATCH --job-name="California Housing (ECCCo)"
+#SBATCH --time=3:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --account=research-eemcs-insy
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=california_housing output_path=results mpi > experiments/california_housing.log

experiments/daic/generators/credit_default.sh

+#!/bin/bash
+
+#SBATCH --job-name="California Housing (ECCCo)"
+#SBATCH --time=3:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=california_housing output_path=results mpi > experiments/california_housing.log

experiments/daic/generators/fmnist.sh

+#!/bin/bash
+
+#SBATCH --job-name="Fashion-MNIST (ECCCo)"
+#SBATCH --time=10:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=fmnist retrain output_path=results threaded mpi > experiments/fmnist.log

experiments/daic/generators/german_credit.sh

+#!/bin/bash
+
+#SBATCH --job-name="German Credit (ECCCo)"
+#SBATCH --time=3:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=german_credit output_path=results mpi > experiments/german_credit.log

experiments/daic/generators/gmsc.sh

+#!/bin/bash
+
+#SBATCH --job-name="GMSC (ECCCo)"
+#SBATCH --time=3:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc output_path=results mpi > experiments/gmsc.log

experiments/daic/generators/mnist.sh

+#!/bin/bash
+
+#SBATCH --job-name="MNIST (ECCCo)"
+#SBATCH --time=10:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=mnist output_path=results mpi > experiments/mnist.log

experiments/daic/generators/mnist_memory.sh

+#!/bin/bash
+
+#SBATCH --job-name="MNIST (ECCCo)"
+#SBATCH --time=10:00:00
+#SBATCH --ntasks=150
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=memory
+#SBATCH --mem-per-cpu=64GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=mnist output_path=results mpi > experiments/mnist.log

experiments/daic/generators/synthetic.sh

+#!/bin/bash
+
+#SBATCH --job-name="Synthetic (ECCCo)"
+#SBATCH --time=02:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results mpi > experiments/synthetic.log

experiments/daic/generators/tabular.sh

+#!/bin/bash
+
+#SBATCH --job-name="Tabular (ECCCo)"
+#SBATCH --time=12:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit,california_housing output_path=results mpi > experiments/tabular.log

experiments/daic/models/california_housing.sh

+#!/bin/bash
+
+#SBATCH --job-name="Train California Housing (ECCCo)"
+#SBATCH --time=01:00:00
+#SBATCH --ntasks=1
+#SBATCH --gpus-per-task=1
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=california_housing output_path=results only_models > experiments/train_california_housing.log
\ No newline at end of file

experiments/daic/models/fmnist.sh

+#!/bin/bash
+
+#SBATCH --job-name="Train Fashion MNIST (ECCCo)"
+#SBATCH --time=03:00:00
+#SBATCH --ntasks=1
+#SBATCH --gpus-per-task=1
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=fmnist output_path=results only_models > experiments/train_fmnist.log
\ No newline at end of file

experiments/daic/models/german_credit.sh

+#!/bin/bash
+
+#SBATCH --job-name="Train German Credit (ECCCo)"
+#SBATCH --time=01:00:00
+#SBATCH --ntasks=1
+#SBATCH --gpus-per-task=1
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=german_credit output_path=results only_models > experiments/train_german_credit.log
\ No newline at end of file

experiments/daic/models/mnist.sh

+#!/bin/bash
+
+#SBATCH --job-name="Train MNIST (ECCCo)"
+#SBATCH --time=03:00:00
+#SBATCH --ntasks=1
+#SBATCH --gpus-per-task=1
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=mnist output_path=results only_models > experiments/train_mnist.log
\ No newline at end of file

experiments/daic/models/synthetic.sh

+#!/bin/bash
+
+#SBATCH --job-name="Train Synthetic (ECCCo)"
+#SBATCH --time=02:00:00
+#SBATCH --ntasks=1
+#SBATCH --cpus-per-task=1
+#SBATCH --gpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results only_models > experiments/train_synthetic.log

experiments/daic/models/tabular.sh

+#!/bin/bash
+
+#SBATCH --job-name="Train Tabular (ECCCo)"
+#SBATCH --time=05:00:00
+#SBATCH --ntasks=1
+#SBATCH --cpus-per-task=1
+#SBATCH --gpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=4GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit,california_housing output_path=results only_models > experiments/train_tabular.log

experiments/daic/tuning/generators/california_housing.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search California Housing (ECCCo)"
+#SBATCH --time=12:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=california_housing output_path=results mpi grid_search > experiments/grid_search_california_housing.log

experiments/daic/tuning/generators/fmnist.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search Fashion MNIST (ECCCo)"
+#SBATCH --time=32:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=fmnist output_path=results mpi grid_search > experiments/grid_search_fmnist.log
\ No newline at end of file

experiments/daic/tuning/generators/mnist.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search MNIST (ECCCo)"
+#SBATCH --time=32:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=mnist output_path=results mpi grid_search > experiments/grid_search_mnist.log
\ No newline at end of file

experiments/daic/tuning/generators/synthetic.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search Synthetic (ECCCo)"
+#SBATCH --time=05:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=linearly_separable,moons,circles output_path=results mpi grid_search > experiments/grid_search_synthetic.log

experiments/daic/tuning/generators/tabular.sh

+#!/bin/bash
+
+#SBATCH --job-name="Grid-search Tabular (ECCCo)"
+#SBATCH --time=16:00:00
+#SBATCH --ntasks=1000
+#SBATCH --cpus-per-task=1
+#SBATCH --partition=general
+#SBATCH --mem-per-cpu=8GB
+#SBATCH --mail-type=END     # Set mail type to 'END' to receive a mail when the job finishes. 
+
+module load 2023r1 openmpi
+
+srun julia --project=experiments experiments/run_experiments.jl -- data=gmsc,german_credit output_path=results mpi grid_search > experiments/grid_search_tabular.log
\ No newline at end of file