Clément T.

Memory leak in MCMC?

15

Hi there, I have an issue: I'm trying to serve a Numpyro model using mlflow and mlserver: my model has varying input sizes and needs to reestimate all parameters regularly....

Memory leak when allocating arrays in a for loop

1

### Description Hi there, The issue was surfaced in Numpyro initially: https://github.com/pyro-ppl/numpyro/issues/1699, it seems all memory is not properly released when allocating a new array in a for loop. One...

Missing parenthesis in loss

2

Hi again, In the file model.py at line 46, shouldn't: `cost = tf.reduce_mean(sum_square_d / 55.0*74.0 - 0.5*sqare_sum_d / math.pow(55*74, 2))` be replaced by `cost = tf.reduce_mean(sum_square_d / (55.0*74.0) - 0.5*sqare_sum_d...

How to train

12

Hi, First of all, thanks for this really clean and easy to read code. I tried to train the network using task.py but I have several questions: - are the...