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Fix ODE integrator default time and compatibility with jax>=0.9.0 #813

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Merged
chaoming0625 merged 2 commits into from
Jan 21, 2026
Merged

Fix ODE integrator default time and compatibility with jax>=0.9.0 #813

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3e7eb8f
fix: ensure 't' keyword argument defaults to 0 in _call_integral and …
chaoming0625 Jan 21, 2026
2995eff
fix: update backend import for compatibility with jax>=0.8.0
chaoming0625 Jan 21, 2026
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4 changes: 4 additions & 0 deletions brainpy/integrators/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -141,6 +141,10 @@ def state_delays(self, value):
raise ValueError('Cannot set "state_delays" by users.')

def _call_integral(self, *args, **kwargs):
kwargs = dict(kwargs)
t = kwargs.get('t', None)
kwargs['t'] = 0. if t is None else t

if _during_compile:
jaxpr, out_shapes = jax.make_jaxpr(self.integral, return_shape=True)(**kwargs)
outs = jax.core.eval_jaxpr(jaxpr.jaxpr, jaxpr.consts, *jax.tree.leaves(kwargs))
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6 changes: 3 additions & 3 deletions brainpy/integrators/ode/explicit_rk.py
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Expand Up @@ -178,8 +178,7 @@ def __init__(self,

def build(self):
# step stage
common.step(self.variables, C.DT,
self.A, self.C, self.code_lines, self.parameters)
common.step(self.variables, C.DT, self.A, self.C, self.code_lines, self.parameters)
# variable update
return_args = common.update(self.variables, C.DT, self.B, self.code_lines)
# returns
Expand All @@ -189,7 +188,8 @@ def build(self):
code_scope={k: v for k, v in self.code_scope.items()},
code_lines=self.code_lines,
show_code=self.show_code,
func_name=self.func_name)
func_name=self.func_name
)


class Euler(ExplicitRKIntegrator):
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8 changes: 6 additions & 2 deletions brainpy/math/environment.py
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Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,6 @@
import brainstate.environ
import jax
from jax import config, numpy as jnp, devices
from jax.lib import xla_bridge

from . import modes
from . import scales
Expand Down Expand Up @@ -733,8 +732,13 @@ def clear_buffer_memory(
Clear name cache. Default is True.

"""
if jax.__version_info__ < (0, 8, 0):
from jax.lib.xla_bridge import get_backend
else:
from jax.extend.backend import get_backend

if array:
for buf in xla_bridge.get_backend(platform).live_buffers():
for buf in get_backend(platform).live_buffers():
buf.delete()
if compilation:
jax.clear_caches()
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