run_40k_gatedpushpop_normalize_no_op.sh

#!/usr/bin/env bash
FOLDER=fixed_mem2out_stack_gatedpushpop_40k
NAME=gatedpushpop_normalize_no_op
mkdir results_${FOLDER}
mkdir models_${FOLDER}


for SEED in 12093 12345 45678
do
    python3 -u -m equation_verification.nn_tree_experiment \
        --seed $SEED \
        --train-path data/40k_train.json \
        --validation-path data/40k_val_shallow.json \
        --test-path data/40k_test.json \
        --stack-node-activation tanh \
        --tree-node-activation tanh \
        --model-class StackNNTreesMem2out \
        --top-k 1 \
        --stack-type stack \
        --gate-push-pop \
        --normalize-action \
        --no-op \
        --checkpoint-every-n-epochs 1 \
        --result-path results_${FOLDER}/exp_${NAME}_${SEED}.json \
        --model-prefix models_${FOLDER}/exp_${NAME}_${SEED} > results_${FOLDER}/exp_${NAME}_${SEED}.log &
done