dev/run_train.sh

. ./path.sh

set -euo pipefail

train_manifest_path=data/dump/synthetic_run-debug-train/train.json
dev_manifest_path=${train_manifest_path}
exp_dir=./exp/streaming_sortformer_diar_train
exp_name=sample_train/debug
config_name=streaming_sortformer_diarizer_4spk-v2.yaml

. ./src/finetune_pipeline/scripts/parse_options.sh || exit 1

config_path='conf'  # relative path w.r.t. train script
train_script=./src/finetune_pipeline/bin/streaming_sortformer_diar_train.py

echo "config_path: $(dirname ${train_script})/${config_path}/${config_name}"
echo "train_manifest_path: ${train_manifest_path}"
echo "dev_manifest_path: ${dev_manifest_path}"
echo "exp_dir: ${exp_dir}/${exp_name}"

python ${train_script} \
    --config-path="${config_path}" \
    --config-name="${config_name}" \
    trainer.precision='bf16' \
    trainer.devices=1 \
    model.train_ds.manifest_filepath="${train_manifest_path}" \
    model.validation_ds.manifest_filepath="${dev_manifest_path}" \
    exp_manager.name="${exp_name}" \
    exp_manager.exp_dir="${exp_dir}"