<commit_before>#CIFAR CAE

architecture as desribed in the paper<commit_msg>added cifar10 cae results after 100k iterations<commit_after># CIFAR CAE

architecture as desribed in the paper (same as *MNIST* CAE but with 3 input maps)

first results after 100k iterations with batchsize 128, lr 0.5:

some example reconstructions:
![100k ex reconst](reconstructions_100k.png)

error and hidden representation L1 norm:
![100k error and sparsity](error_sparsity_100k.png)

some first layer filters:
![100k first layer filters](first_layer_filters_100k.png)

{'fraction_non_alphanumeric': 0.06521739130434782, 'fraction_numerical': 0.059782608695652176, 'mean_word_length': 6.276315789473684, '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': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '984668', 'n_tokens_mistral': 206, 'n_tokens_neox': 175, 'n_words': 65}