run_script.sh

#!/bin/bash

PYTHON_SCRIPT="training.main"

PARAMETER_SETS=(
    # "1 1 0 0 1 64 hardmining 1 0.000005 0.2"
    # "1 1 0 0 1 64 hardmining 2 0.00001 0.2"
    # "1 1 1 1 1 64 hardmining 1 0.0001 0.2" #
    # "1 1 0 0 1 64 hardmining 0 0.00001 0.2" 
    # "1 1 0 0 1 64 hardmining 0 0.000005 0.2"
    # "1 1 0 0 1 64 hardmining 1 0.00001 0.2" 
    # "1 1 0 0 1 64 hardmining 1 0.000005 0.2"
    # "1 1 0 0 1 64 hardmining 0 0.00001 0.5" 
    # "1 1 0 0 1 64 hardmining 0 0.00001 0.1" 
    # "1 1 1 1 1 64 hardmining 0 0.00001"
    # "1 1 0 0 1 64 standard 0 0.00001" 
    # "1 1 0 0 1 64 curriculum 0 0.00001" # Be
    # "1 1 1 1 0 64 hardmining 1 0.000005 0.2"
    # "1 1 1 0 0 64 hardmining 1 0.000005 0.2"
    # "1 1 0 0 0 64 hardmining 1 0.000005 0.2"
    # "1 1 1 1 0 64 hardmining 1 0.000005 0.2"
    # "1 0 0 0 0 64 hardmining 1 0.000005 0.2"
    # "0 1 0 0 0 64 hardmining 1 0.000005 0.2"
    # "0 0 1 0 0 64 hardmining 1 0.000005 0.2"
    # "0 1 1 0 1 64 hardmining 1 0.000005 0.2"

    
    # "1 0 0 0 0 32 hardmining 2 0.000001 0.2"   

    # "1 1 1 1 1 32 hardmining 2 0.00001 0.2"    
    # "1 0 1 0 1 64 hardmining 2 0.000005 0.5"   
    # "1 0 0 0 0 64 hardmining 1 0.000005 0.2 0" 
    # "1 0 0 0 1 64 hardmining 1 0.000005 0.2 0" 
    # "1 0 0 0 1 64 hardmining 2 0.000005 0.2 0" 
    # "1 0 0 0 0 64 hardmining 2 0.000001 0.2 0"   
    # "1 0 0 0 1 64 hardmining 2 0.000001 0.2 0"   
    # "1 1 0 0 1 64 hardmining 2 0.000005 0.2 0"   





    # "1 0 0 0 0 64 hardmining 2 0.000001 0.2 0"   
    # "1 0 0 0 0 64 hardmining 2 0.000001 0.2 0 32.0"  
    # "1 1 1 1 1 64 hardmining 2 0.000001 0.2 0 32.0"   
    # "1 1 1 1 1 64 hardmining 2 0.000005 0.2 0 32.0"   
    # "1 0 0 0 0 64 hardmining 2 0.000001 0.2 0 64.0"  
    # "1 0 0 0 0 64 hardmining 2 0.000005 0.2 0 64.0" # NAJLEPSZYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY
    # "1 0 0 0 0 64 hardmining 2 0.000005 0.4 0 64.0" BEST 2
    # "1 0 0 0 0 64 hardmining 2 0.000001 0.2 0 48.0"  










    # "1 0 0 0 0 64 hardmining 2 0.000005 0.2 0 32.0"   # BEST 3
    # "1 0 0 0 0 64 hardmining 2 0.000005 0.4 0 32.0"  # BEST 4
    # "1 0 0 0 0 64 hardmining 3 0.000005 0.2 0 32.0"   
    # "1 0 0 0 0 64 hardmining 3 0.000005 0.4 0 32.0" 

    # "1 0 0 0 1 64 hardmining 2 0.000005 0.2 0 32.0" 
    # "1 0 0 0 1 64 hardmining 2 0.000005 0.4 0 32.0"
    # "1 0 0 0 1 64 hardmining 3 0.000005 0.2 0 32.0" 
    # "1 0 0 0 1 64 hardmining 3 0.000005 0.4 0 32.0"


    # Duzy head z duzym marginesem radzi sobie dobrze 
    # "1 0 0 0 0 64 hardmining 3 0.000001 0.8 0 64.0"  # BEST 5

    # "1 0 0 0 0 64 hardmining 3 0.000001 1.2 0 64.0"
    # "1 0 0 0 0 64 hardmining 3 0.0000004 1.2 0 64.0"
    # "1 0 0 0 0 64 hardmining 3 0.0000004 0.8 0 64.0"
    # "1 1 1 1 1 64 hardmining 3 0.000001 0.8 0 64.0" 
    # "1 1 1 1 1 64 hardmining 3 0.0000002 0.8 0 64.0" 
    # "1 1 1 1 1 64 hardmining 3 0.0000002 1.2 0 64.0" 
    # "1 0 0 0 0 64 hardmining 3 0.0000004 1.6 0 64.0" # BEST 6
    # "1 0 0 0 0 64 hardmining 3 0.000001 0.4 0 64.0" 
    # "1 0 0 0 1 64 hardmining 3 0.0000004 1.2 0 64.0"
    # "1 1 0 0 1 64 hardmining 3 0.0000004 1.2 0 64.0"

    # "1 0 0 0 0 64 hardmining 2 0.0000004 0.2 0 64.0"
    # "1 0 0 0 0 64 hardmining 2 0.0000004 0.4 0 64.0"
    # "1 0 0 0 0 64 hardmining 2 0.0000004 0.8 0 64.0"

    # "1 0 0 0 0 64 hardmining 2 0.0000002 0.8 0 64.0" # BEST 7
    "1 0 0 0 0 64 hardmining 2 0.0000002 1.2 0 64.0"

    "1 0 0 0 0 64 hardmining 2 0.0000001 1.2 0 64.0"

    # "1 0 0 0 0 128 hardmining 3 0.0000004 1.2 0 64.0"
    "1 0 0 0 0 64 hardmining 3 0.000001 0.8 0 64.0"
    "1 0 0 0 0 64 hardmining 3 0.0000004 1.6 0 64.0"


    ## Sprobować z mniejszym learning ratem i jeszcze wiekszym batch sizem

    # "1 0 0 0 0 64 hardmining 2 0.00001 0.2 0 64.0" 
    # "1 0 0 0 0 64 hardmining 2 0.00001 0.2 0 64.0" 

    # "1 0 0 0 1 64 hardmining 2 0.000001 0.2 0 64.0"   
    # "1 0 0 0 1 64 hardmining 2 0.000001 0.3 0 64.0" 
    # "1 1 1 0 1 64 hardmining 2 0.000001 0.2 0 64.0"   
    # "1 1 1 1 1 64 hardmining 2 0.000001 0.2 0 64.0"   
    # "1 1 0 0 0 64 hardmining 2 0.000001 0.2 0 64.0"   
    # "1 1 1 0 1 64 hardmining 2 0.000005 0.2 0 64.0"   
    # "1 1 1 1 1 64 hardmining 2 0.000005 0.2 0 64.0"  


    # "1 0 0 0 1 64 hardmining 3 0.000001 0.2 0 64.0"    
    # "1 1 1 1 1 64 hardmining 3 0.000001 0.2 0 64.0" 
    # "1 0 0 0 1 64 hardmining 3 0.000001 0.3 0 64.0"    
    # "1 1 1 1 1 64 hardmining 3 0.000001 0.3 0 64.0" 







    # "1 0 0 0 1 64 hardmining 2 0.000005 0.2 0" 
    # "0 1 1 1 1 64 hardmining 2 0.0001 0.2"     

    # "1 1 1 1 1 64 hardmining 1 0.00001 0.1"   
    # "1 0 0 1 0 32 hardmining 1 0.000005 0.3"  
    # "0 0 0 0 1 16 hardmining 1 0.000001 0.4"  
    
    # "1 1 1 1 1 64 hardmining 0 0.00001 0.2"   
    # "0 0 1 1 0 32 hardmining 0 0.0001 0.1"    
    # "1 0 1 0 0 64 hardmining 0 0.000001 0.2"  
    
    # "1 1 1 1 1 16 hardmining 1 0.0001 0.5"    
    # "1 0 0 1 0 64 hardmining 0 0.00005 0.3"   
    # "0 1 1 0 1 32 hardmining 1 0.000005 0.4"


    # "1 1 0 0 1 128 hardmining 0 0.000005 0.5" 
    # "0 1 1 0 1 128 hardmining 1 0.00005 0.2"  
    # "1 1 1 1 1 128 hardmining 2 0.000001 0.1" 
    # "0 1 0 1 0 128 hardmining 2 0.00005 0.1"  
)


RESULTS_FILE="batch_run_results2.txt"
> "$RESULTS_FILE" 


for SET in "${PARAMETER_SETS[@]}"; do
    read P1 P2 P3 P4 P5 P6 P7 P8 P9 P10 P11 P12 <<< "$SET"

    echo "--- Starting run with $P1 and $P2 $P3 $P4 $P5 $P6 $P7 $P8  ---"

    COMMAND_TO_RUN="python3 -m $PYTHON_SCRIPT --clip "$P1" --segformer "$P2" --midas "$P3" --dpt "$P4" --gate "$P5" --batch "${P6}" --train_type "${P7}" --big_fusion_head "$P8" --lr "$P9" --margin "$P10" --alpha "${P12}""
    echo "$COMMAND_TO_RUN"
    
    
    if [ "$P11" -eq 1 ]; then
        OUTPUT=$($COMMAND_TO_RUN 2>&1 | tee /dev/null | tail -n 1)
        EXIT_CODE=${PIPESTATUS[0]}
  
    else
        OUTPUT=$($COMMAND_TO_RUN 2>&1 | tee /dev/tty | tail -n 1)
        EXIT_CODE=${PIPESTATUS[0]}
    fi

    FINAL_OUTPUT_LINE="$OUTPUT"

    echo "Run clip=$P1, segformer=$P2, midas=$P3 dpt=$P4 gate=$P5 batch=$P6 train_type=$P7 big_fusion_head=$P8 lr=$P9 margin=$P10 alpha=$P12: Status Code $EXIT_CODE, Result: $FINAL_OUTPUT_LINE" >> "$RESULTS_FILE"
    

    if [ $EXIT_CODE -eq 0 ]; then
        echo "Run with $P1 and $P2 $P3 $P4 $P5 finished **successfully**."
    else
        echo "Run with $P1 and $P2 $P3 $P4 $P5 **failed**. Stopping batch."
    fi
    echo "---"
done

echo "All runs in the batch completed successfully."
echo "Final results collected in: **$RESULTS_FILE**"