titu1994 / tfdiffeq

Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support
MIT License
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Examples broken in rewrite branch #9

Open adam-hartshorne opened 3 years ago

adam-hartshorne commented 3 years ago

I am sure you are probably aware, but the basic examples like ode_demo and latent_ode are broken in the rewrite branch. The size of the tensor returned from odeint is different from the input, and thus within the training loop pred_y shape doesn't equal the batch_y shape and causes an error when calculating the loss function.

I am only attempting to use this branch as I would like to test a Neural ODE with some code I already have written with TF 2.3.

titu1994 commented 3 years ago

Please use just the master branch. The rewrite branch does not work, yet.