<commit_before>#!/bin/bash
#
# The evaluation script for experiment with Deep Learning Network
#

~/anaconda3/bin/Rscript src/nn_analysis.R --learning_rate 0.001 \
                                          --max_steps 30000 \
                                          --layers 2048,1024 \
                                          --batch_size 100 \
                                          --dropout 0.5 \
                                          --lr_anneal_step 10000 \
                                          --network_type dnn \
                                          --data_features_file $1<commit_msg>Changed learning parameters<commit_after>#!/bin/bash
#
# The evaluation script for experiment with Deep Learning Network
#

~/anaconda3/bin/Rscript src/nn_analysis.R --learning_rate 0.00001 \
                                          --max_steps 30000 \
                                          --layers 512,256 \
                                          --batch_size 100 \
                                          --dropout 0.5 \
                                          --lr_anneal_step 10000 \
                                          --lr_decay_rate 0.96 \
                                          --network_type dnn \
                                          --data_features_file $1
{'fraction_non_alphanumeric': 0.06875477463712758, 'fraction_numerical': 0.04660045836516425, 'mean_word_length': 0.6794871794871795, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 30, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6662723', 'n_tokens_mistral': 293, 'n_tokens_neox': 239, 'n_words': 59}