multi_runs_GA_rpi.sh

#!/bin/bash

PROFILING_RESULTS="../../resources/profiling_results/rpi"
MODEL="MNIST_full_quanitization.json"
OUTPUT_FOLDER="../../resources/GA_results"

GENERATIONS=20
POPULATION=100

for COUNT in 1 2 3 4 5; do
    MODEL_SUMMARY="../../resources/model_summaries/example_summaries/MNIST/MNIST_multi_$COUNT.json"
    OUTPUT_NAME="results_rpi_P$POPULATION\_G$GENERATIONS\_$COUNT.csv"
    make dse USBMON=0 MODEL=$MODEL PROFILING_COSTS=$PROFILING_RESULTS MODEL_SUMMARY=$MODEL_SUMMARY \
        OUTPUT_FOLDER=$OUTPUT_FOLDER OUTPUT_NAME=$OUTPUT_NAME POPULATION_SIZE=$POPULATION GENERATIONS=$GENERATIONS \
        ILP_MAPPING="false"
    done

GENERATIONS=20
POPULATION=100

for COUNT in 1 2 3 4 5; do
    MODEL_SUMMARY="../../resources/model_summaries/example_summaries/MNIST/MNIST_multi_$COUNT.json"
    OUTPUT_NAME="results_rpi_P$POPULATION\_G$GENERATIONS\_$COUNT.csv"
    make dse USBMON=0 MODEL=$MODEL PROFILING_COSTS=$PROFILING_RESULTS MODEL_SUMMARY=$MODEL_SUMMARY \
        OUTPUT_FOLDER=$OUTPUT_FOLDER OUTPUT_NAME=$OUTPUT_NAME POPULATION_SIZE=$POPULATION GENERATIONS=$GENERATIONS \
        ILP_MAPPING="false"
    done

GENERATIONS=20
POPULATION=200

for COUNT in 1 2 3 4 5; do
    MODEL_SUMMARY="../../resources/model_summaries/example_summaries/MNIST/MNIST_multi_$COUNT.json"
    OUTPUT_NAME="results_rpi_P$POPULATION\_G$GENERATIONS\_$COUNT.csv"
    make dse USBMON=0 MODEL=$MODEL PROFILING_COSTS=$PROFILING_RESULTS MODEL_SUMMARY=$MODEL_SUMMARY \
        OUTPUT_FOLDER=$OUTPUT_FOLDER OUTPUT_NAME=$OUTPUT_NAME POPULATION_SIZE=$POPULATION GENERATIONS=$GENERATIONS \
        ILP_MAPPING="false"
    done