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python -u pcomol_batch_multi_edits_log_length_tier_runtime.py \
--config /scratch/pranamlab/tong/pCoMol/configs/config_gfp.yaml \
--ckpt /scratch/pranamlab/tong/pCoMol/gfp/ckpt/lr1e-5_epoch500_scale0.5_optimal0_uniprot_mt4096_leq350_n50k_lr1e-5_ge_1_gr_1.ckpt \
--num_steps 10 \
--num_candidates 50 \
--num_rollouts 10 \
--objective_weights 3 1 1 \
--objective_set length_brightness_excitation \
--rho 0.5 \
--output_file './samples/uniprot/pcomol_gfp_tier_runtime.csv' \
--first_hit_file './samples/uniprot/pcomol_gfp_tier_first_hit_summary.csv' \
--input 'MSKGEELFTGVVPILVELDGDVNGHKFSVSGEGEGDATYGKLTLKFICTTGKLPVPWPTLVTTFSYGVQCFSRYPDHMKQHDFFKSAMPEGYVQERTIFFKDDGNYKTRAEVKFEGDTLVNRIELKGIDFKEDGNILGHKLEYNYNSHNVYIMADKQKNGIKVNFKIRHNIEDGSVQLADHYQQNTPIGDGPVLLPDNHYLSTQSALSKDPNEKRDHMVLLEFVTAAGITHGMDELYK' \
--max_samples 100 \
--stop_after_all_tiers

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