#!/bin/bash
# Backtest all DQN trial checkpoints to determine best hyperparameters

set -e

RESULTS_FILE="dqn_backtest_results.json"
echo "[" > $RESULTS_FILE

echo 'Backtesting trial 0...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_0/checkpoint_epoch_10.safetensors

echo 'Backtesting trial 1...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_1/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 10...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_10/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 11...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_11/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 12...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_12/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 13...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_13/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 14...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_14/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 15...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_15/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 16...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_16/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 17...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_17/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 18...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_18/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 19...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_19/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 2...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_2/checkpoint_epoch_10.safetensors

echo 'Backtesting trial 20...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_20/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 21...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_21/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 22...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_22/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 23...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_23/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 24...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_24/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 25...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_25/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 26...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_26/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 27...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_27/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 28...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_28/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 29...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_29/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 3...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_3/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 30...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_30/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 31...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_31/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 32...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_32/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 33...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_33/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 34...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_34/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 35...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_35/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 4...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_4/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 5...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_5/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 6...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_6/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 7...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_7/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 8...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_8/checkpoint_epoch_50.safetensors

echo 'Backtesting trial 9...'
# TODO: Add actual backtest command here
# cargo run --example backtest_dqn -- --checkpoint ml/tuning_checkpoints/trial_9/checkpoint_epoch_50.safetensors

echo "]" >> $RESULTS_FILE
echo "Results saved to $RESULTS_FILE"