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Have I written custom code (as opposed to using a stock example script provided in TensorFlow): Yep
OS Platform and Distribution (e.g., Linux Ubuntu 16.04): macOS
TensorFlow installed from (source or binary): binary
TensorFlow version (use command below): 0.3.1
Describe the current behavior
Tensor.of(Class,Shape,long) and Tensor.of(Class,Shape) return a Tensor which has not been zeroed. This is used by the various tensorOf methods on things like TFloat32.
Describe the expected behavior
Tensors should be initialised to be all zero the same way any other Java object is.
Code to reproduce the issue
Run TFloat32.tensorOf(Shape.of(2,2)) and you'll likely get some junk in there. I was allocating things (16,10) but the size is irrelevant.
I was building a one hot vector to use as the target for a training run, and I expected to get an all zero tensor back, so I only set the 1s. The model was very confused by the true labels having NaNs in.
The text was updated successfully, but these errors were encountered:
System information
Describe the current behavior
Tensor.of(Class,Shape,long)
andTensor.of(Class,Shape)
return a Tensor which has not been zeroed. This is used by the varioustensorOf
methods on things likeTFloat32
.Describe the expected behavior
Tensors should be initialised to be all zero the same way any other Java object is.
Code to reproduce the issue
Run
TFloat32.tensorOf(Shape.of(2,2))
and you'll likely get some junk in there. I was allocating things (16,10) but the size is irrelevant.I was building a one hot vector to use as the target for a training run, and I expected to get an all zero tensor back, so I only set the 1s. The model was very confused by the true labels having NaNs in.
The text was updated successfully, but these errors were encountered: