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Image to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow

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Thank you for providing the great source code. I got BLEU-4 83.68 by training the full dataset. how to tool for a custom image to latex ?

使用这份代码在im2latex 100k 上面训练,得到如下的指标:和论文上的Em76相差有些大,anyone meet the same situation? Eval: BLEU-4 88.89 - EM 37.86 - Edit 91.88 - perplexity -1.14

https://github.com/guillaumegenthial/im2latex/blob/8e25d7ec2097e2c6515bbb5b41e8f16b79339967/model/components/beam_search_decoder_cell.py#L247 The "body" function for the tf.while_loop extracts final decoding results time step by time step. But the state "parents" has not been updated in the body function! ``` def...

when I run the following command python train.py --data=configs/data.json --vocab=configs/vocab.json --training=configs/training.json --model=configs/model.json --output=results/full/ the result is Loaded 76322 formulas from data/train.formulas.norm.txt Bucketing the dataset... Traceback (most recent call last): File...

I notice that `predict.py` basically does this, but it seems to start an interactive session. For downstream tools that depend on this, a CLI would be useful. I imagine you...

got OOM when doing training: Environment: tf: 1.4 GPU: Titan X python 2.7 Ubuntu 16.04 Error: 2018-01-07 22:12:42.933166: W tensorflow/core/framework/op_kernel.cc:1192] Resource exhausted: OOM when allocating tensor with shape[34560,1] Traceback (most...

This isn't so much of an issue but rather a discussion of sorts. First off, I'm very impressed with this project and I am looking to try and use this...