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What is the reason for the non-standard behaviour of the ONNX `Softmax` operator (also `LogSoftmax` and `HardMax`)? More specifically, why do we limit (or coerce) the input to be a 2D vector? Many oth…
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Hello.
I'm trying to use Tensorflow's ``tf.nn.ctc_loss`` for a speech recognition problem, but it seems it's causing the network to learn that the best way to reduce loss is to output blank. I've t…
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Currently, the ImageDataGenerator.fit() and ImageDataGenerator.flow() implementations require assert that the number of channels is either 1 or 3. Some datasets use images with a different number of c…
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I really enjoyed reading the paper, and the results look really promising.
Would love to ask several small details I did not understand though:
1. Why isn't the Soft IoU trained jointly with the…
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**Submitting author:** @VNNikolaidis (Vasilis Nikolaidis)
**Repository:** https://github.com/VNNikolaidis/nnlib2Rcpp
**Version:** v0.1.5
**Editor:** @kakiac
**Reviewers:** @schnorr
**Managing EiC…
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**System information**
- Have I written custom code (as opposed to using a stock example script provided in TensorFlow):Yes
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):MS Windows10 X64…
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Downloading haste and trying to make it with 'make haste' results in following C++ compiler error(s):
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lib/blas.h:25:50: error: field initializer is not constant
static constexpr decltype(…
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### System information
- **Have I written custom code (as opposed to using a stock example script provided in TensorFlow)**: n/a
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: n/a
-…
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After the first batch, I got all NANs after nn.Linear() given normal inputs. I check the gradients in the layers which have the NANs after the update by print(model.layer.weight.grad) and found the gr…
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**System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 7
- TensorFlow installed from (source or binary): binary
- TensorFlow version (or github SHA if from source…