Fix bug in Truncated with Deterministic inputs #7315
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When using `Deterministic`, variables get wrapped in an `identity` operation. When attempting to define an `icdf`, the logp graph rewrites would remove this useless operation from the graph of the underlying RV and cause a mismatch between explict and implicit inputs of the inner graph of TruncatedRV
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What's the point of wrapping Deterministics with a useless identity Op? |
So they are different PyTensor variables, when you do |
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The |
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This indeed fixes the example I shared in the issue (thanks!!) but I'm testing another Hurdle* likelihood, HurdleNegativeBinomial, and I see another kind of issue.
import pymc as pm
import pytensor.tensor as pt
y = pm.draw(pm.HurdleNegativeBinomial.dist(psi=0.7, mu=5, alpha=2), 100)
with pm.Model() as model:
a = pm.Normal("Intercept", mu=0, sigma=1)
mu = pm.Deterministic("mu", pt.exp(a))
alpha = pm.Deterministic("alpha", pt.exp(pm.Normal("log_alpha")))
psi = pm.Beta("psi", alpha=2, beta=2)
pm.HurdleNegativeBinomial("y", mu=mu, alpha=alpha, psi=psi, observed=y)
pm.sample(tune=100, draws=100)ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/elemwise.py:702: UserWarning: Optimization Warning: The Op betainc does not provide a C implementation. As well as being potentially slow, this also disables loop fusion.
warn(
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> Cannot convert Type Vector(bool, shape=(100,)) (of Variable Alloc.0) into Type Vector(int32, shape=(100,)). You can try to manually convert Alloc.0 into a Vector(int32, shape=(100,)). local_inline_composite_constants
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_inline_composite_constants
ERROR (pytensor.graph.rewriting.basic): node: Composite{...}(Composite{or(or(lt(i1, 0), gt(i1, 1)), lt(i0, 0))}.0, [False Fal ... lse False], Composite{...}.8, Composite{...}.4, [0], [200])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 483, in replace
new_var = var.type.filter_variable(new_var, allow_convert=True)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/type.py", line 278, in filter_variable
raise TypeError(
TypeError: Cannot convert Type Vector(bool, shape=(100,)) (of Variable Alloc.0) into Type Vector(int32, shape=(100,)). You can try to manually convert Alloc.0 into a Vector(int32, shape=(100,)).
Auto-assigning NUTS sampler...
Initializing NUTS using jitter+adapt_diag...
/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/elemwise.py:702: UserWarning: Optimization Warning: The Op betainc does not provide a C implementation. As well as being potentially slow, this also disables loop fusion.
warn(
/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/elemwise.py:702: UserWarning: Optimization Warning: The Op betainc does not provide a C implementation. As well as being potentially slow, this also disables loop fusion.
warn(
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Betainc_grad(Switch.0, [0.], [1.], [1.], [0.], [1.], [0.], [0.], [0.], [0.], [1], Second.0, [1. 1. 1. ... 1. 1. 1.], ExpandDims{axis=0}.0, Exp.0, Sub.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 345, in local_fill_sink
model.type.dtype != c.type.dtype
^^^^^^
AttributeError: 'list' object has no attribute 'type'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: True_div(ExpandDims{axis=0}.0, Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Psi(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_fill_sink
ERROR (pytensor.graph.rewriting.basic): node: Gammaln(Second.0)
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1919, in process_node
replacements = node_rewriter.transform(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 368, in local_fill_sink
r = local_fill_sink.transform(fgraph, new_client.owner)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1081, in transform
return self.fn(fgraph, node)
^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 365, in local_fill_sink
fgraph.clients[new_client.owner.outputs[0]] = fgraph.clients[
^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'owner'
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))). local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_useless_elemwise
ERROR (pytensor.graph.rewriting.basic): node: Or(Or.0, [False Fal ... lse False])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 512, in replace
self.change_node_input(
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 432, in change_node_input
raise TypeError(
TypeError: The type of the replacement (Vector(bool, shape=(1,))) must be compatible with the type of the original Variable (Vector(bool, shape=(100,))).
/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/elemwise.py:702: UserWarning: Optimization Warning: The Op betainc does not provide a C implementation. As well as being potentially slow, this also disables loop fusion.
warn(
<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <class 'TypeError'> Cannot convert Type Vector(bool, shape=(100,)) (of Variable Alloc.0) into Type Vector(int32, shape=(100,)). You can try to manually convert Alloc.0 into a Vector(int32, shape=(100,)). local_inline_composite_constants
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: local_inline_composite_constants
ERROR (pytensor.graph.rewriting.basic): node: Composite{...}(Composite{or(or(lt(i1, 0), gt(i1, 1)), lt(i0, 0))}.0, [False Fal ... lse False], Composite{...}.8, Composite{...}.4, [0], [200])
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1965, in process_node
fgraph.replace_all_validate_remove( # type: ignore
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 628, in replace_all_validate_remove
chk = fgraph.replace_all_validate(replacements, reason=reason, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/features.py", line 573, in replace_all_validate
fgraph.replace(r, new_r, reason=reason, verbose=False, **kwargs)
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/graph/fg.py", line 483, in replace
new_var = var.type.filter_variable(new_var, allow_convert=True)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/type.py", line 278, in filter_variable
raise TypeError(
TypeError: Cannot convert Type Vector(bool, shape=(100,)) (of Variable Alloc.0) into Type Vector(int32, shape=(100,)). You can try to manually convert Alloc.0 into a Vector(int32, shape=(100,)).
/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/elemwise.py:702: UserWarning: Optimization Warning: The Op betainc does not provide a C implementation. As well as being potentially slow, this also disables loop fusion.
warn(
/home/tomas/anaconda3/envs/pymc-dev/lib/python3.11/site-packages/pytensor/tensor/rewriting/elemwise.py:702: UserWarning: Optimization Warning: The Op betainc does not provide a C implementation. As well as being potentially slow, this also disables loop fusion.
warn(
Multiprocess sampling (2 chains in 2 jobs)
NUTS: [Intercept, log_alpha, psi]
I still manages to sample, but I don't know if it'll work in other cases (and it's not a nice user experience)
|
Looks like a PyTensor rewrite bug, it thinks it has a variable but it has a list, and it's trying to call .dtype on it |
9 tasks
|
@tomicapretto the issue you reported is independent of these changes, and should be fixed by pymc-devs/pytensor#773 I'm going to go ahead and merge this |
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When using
Deterministic, variables get wrapped in anidentityoperation. When attempting to define anicdf, the logp graph rewrites would remove this useless operation from the graph of the underlying RV and cause a mismatch between explict and implicit inputs of the inner graph of TruncatedRVDescription
Related Issue
All variables needed to compute inner-graph must be provided as inputs under strict=True#7312Checklist
Type of change
📚 Documentation preview 📚: https://pymc--7315.org.readthedocs.build/en/7315/