| |
| |
| """ |
| Created on Fri Nov 8 11:05:01 2024 |
| |
| """ |
| import os |
| import json |
| import argparse |
| from collections.abc import MutableMapping |
| import numpy as np |
| import pickle |
|
|
| def flatten_convert(dictionary, |
| parent_key=None, |
| separator = '/'): |
| items = [] |
| for key, value in dictionary.items(): |
| new_key = parent_key + separator + key if parent_key else key |
| if isinstance(value, MutableMapping): |
| items.extend(flatten_convert(value, new_key, separator=separator).items()) |
| else: |
| items.append((new_key, value)) |
| return dict(items) |
|
|
|
|
| def write_config(args, out_dir): |
| with open(f'{out_dir}/TRAINING_ARGPARSE.pkl', 'wb') as g: |
| pickle.dump(args, g) |
| |
| args = vars(args) |
| |
| runname = args['training_wkdir'] |
| ignore_keys = ['interms_for_tboard', |
| 'save_arrs', |
| 'histogram_output_freq', |
| 'anc_enc_config', |
| 'desc_dec_config', |
| 'pred_config', |
| 'optimizer_config', |
| 'tboard_dir', |
| 'model_ckpts_dir', |
| 'logfile_dir', |
| 'logfile_name', |
| 'out_arrs_dir'] |
| |
| |
| keys_to_keep = [key for key in list( args.keys() ) if key not in ignore_keys] |
| |
| with open(f'{out_dir}/CONFIG-TABLE.tsv','w') as g: |
| for key in keys_to_keep: |
| g.write(f'{key}\t') |
| g.write(f'{args[key]}\n') |
| |
| |
| |
| def write_indv_table(key, prefix): |
| sub_dict = args.get(key, None) |
| |
| if sub_dict is not None: |
| sub_dict = flatten_convert(sub_dict) |
| |
| with open(f'{out_dir}/{prefix}.tsv','w') as g: |
| g.write('training_wkdir' + '\t' + runname + '\n') |
| for key, val in sub_dict.items(): |
| g.write(f'{key}\t') |
| g.write(f'{val}\n') |
| |
| |
| write_indv_table('optimizer_config', 'OPTIM-CONFIG') |
| write_indv_table('anc_enc_config', 'ANC-ENC-CONFIG') |
| write_indv_table('desc_dec_config', 'DESC-DEC-CONFIG') |
| write_indv_table('pred_config', 'PRED-CONFIG') |
| |
