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Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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I intend to try out an LSTM for speech recognition. Looking at the t2t code I noticed that there's a `lstm_asr_v1` hparams-set which is should probably work with a `lstm_seq2seq_attention`?...

Hi guys, congrats and thanks for development and help. I would like to apply the most modern deep-learning techniques for analysis of sequential data to TIMESERIES coming from physical and...

question

TF-Serving allows you to query by version number or version label, but the scripts in Tensor2Tensor don't currently allow for that. I added flags to allow you do do that...

cla: yes

### Description ... ### Environment information ``` OS: $ pip freeze | grep tensor # your output here $ python -V # your output here ``` ### For bugs: reproduction...

### Description I just want to use https://github.com/mystic123/tensorflow-yolo-v3 but I can't solve it how to convert darknet model to tflite ... ### Environment information ``` OS: $ pip freeze |...

Nobody got MemoryError? Problem: translate_enzh_wmt32k When generating data, with the toyset(220k lines), it takes at most about 12G memory. But with the whole dataset (about 24m lines), generating data takes...

question

NMT is better than SMT in fluency, while it suffers from inadequate translation for long sentences. I have come across research where [coverage](http://www.aclweb.org/anthology/P16-1008) is modelled for NMT. Does Transformer have...

TPUs running tensorflow 1.11.0 are failing to reinitialize after evaluation during "continuous_train_and_eval" schedule. Not sure if this is a bug in Tensor2Tensor or TF's scheduling for TPUs. This problem does...

### Description Not able to do machine translation using tensor2tensor transformer model in python. It is returning nothing for translation. Below we can find the code that I am trying....

### Description I run a trained model to translate some text. But I meet an error (bottom). ``` hparams = trainer_lib.create_hparams(hparams_set, data_dir=data_dir, problem_name=problem_name) translate_model = registry.model(model_name)(hparams, Modes.EVAL) ckpt_path = tf.train.latest_checkpoint(os.path.join(checkpoint_dir,...