Activity for Felix Weninger
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Felix Weninger posted a comment on discussion General Discussion
You missed the peephole weights (one from the cell state to each gate unit, i.e....
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You can just add dummy targets (e.g., zeros) of the right size (one integer per frame...
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I'm using it with CUDA 6.5. You need to apply a small patch in order to get best...
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Hi Alex, The outputs of the bidirectional layer are the concatenation of the activations...
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The input layer has no weights, thus the learning rate has no effect. Conceptually,...
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I cannot reproduce this bug, sorry. If I insert "learningRate": 0 as a member into...
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The targetStrings variable is not required, and in fact it has no effect in CURRENNT....
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A BLSTM layer consists of 2 LSTM layers of the same size, i.e., a BLSTM of size N...
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A BLSTM layer of size N consists of 2 LSTM layers of size N/2. The number of weights...
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Hi Scott, It also has to do with the parallel_sequences option, because the more...
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Hi gibbi92, Thanks for the code. I think this is very useful to add as another PostOutputLayer...
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For a ce layer you need regresssion targets (target probabilities), not class indices....
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Should I use ce or multiclass_classification for the post output layer while training...
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This is usually a problem with the cache file (by default it is in /tmp). Make sure...
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I think these questions are answered in the paper: http://jmlr.org/papers/v16/we...
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Hi Tomasz, You are right: the network is able to look ahead for input values, and...
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We're not using multiple GPUs here. The mini-batches (data fractions) are processed...
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No, that's why it's called maxSeqTagLength - in this case, all tags need to be <...
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NetCDF models string arrays as character arrays (rather than a list of arrays), thus...
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NetCDF models string arrays as character arrays (rather than a list of arrays), thus...
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NetCDF models strings as character arrays (rather than a list of arrays), thus a...
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Yes, exactly. The example would look something like inputs = 0, 0, 0, 1, 1, 0, 0,...
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Hi Tomasz, the sequences are processed from left to right, and output_time_lag provides...
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Hi gibbi, yes, the state of the net is reset when splitting sequences. As long as...
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Alex, for language modeling with RNNs you need N+1 inputs and outputs, where N is...
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Alex, for language modeling you need N+1 inputs and outputs, where N is the vocabulary...
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Alex, for language modeling you need N+1 inputs and outputs, where N is the vocabulary...
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DNN layer.
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Hi Harlei, glad that you found it useful. For your current problem, I would do the...
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Hi Yonatan, sorry for the late reply - good to see that you found the source of the...
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Yes, cross-entropy post-output layer should work. Make sure you use a feedforward_logistic...
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By the way, the output labels have to be 0, 1, 2, 3, 4 by convention.
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This seems like a classical sequence prediction task. I'd suggest the following:...
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The bug is caused by some lines in main.cpp that overwrite the json's input size...
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It seems that some untested code has crept into the rc code. This will be fixed in...
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It is supposed to work without changing the NetCDF file. The JSON you posted is correct,...
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Hi, the order in which the LSTM weights are saved in the json weight container is...
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Cool. I think the code should be fine as is (without the compiler-level check), since...
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Thanks!! I will try this ASAP. Not sure if it's the limit - but since Dmytro reported...
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Harlei, the numTimesteps dimension corresponds to the total number of timesteps (50...
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This library is all about multivariate regression and classification. You can look...
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This library is all about multivariate regression and classification. You can look...
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This library is all about multivariate regression and classification. You can look...
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This library is all about multivariate regression and classification. You can look...
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This library is all about multivariate regression and classification. You can look...
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No, it's not possible. If it's audio, then you can use openSMILE (but you have to...
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You should probably start a new thread for a new question. Anyway, the procedure...
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./currennt --list_devices 1 export CURRENNT_CUDA_DEVICE=<device_id>
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Hi Xingyu, the limiting factor is that the state variables (cell and gate activations)...
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The sequence truncation is only done for training (might be changed in the future),...
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We found that this is a problem with new CUDA versions. Actually CUDA 6.5 is roughly...
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This seems very slow. How fast does the example (speech recognition, chime, subsampling)...
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Dmytro, I think you should use the truncate_seq option since your sequences are rather...
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Currently not but since I received multiple feature requests for this I might consider...
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I found the bug, it was due to the targets not being loaded from the nc file in case...
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Hi Simon Thank you very much for downloading CURRENNT and your detailed bug report....
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