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Biluo Shen
ygo-agent
Commits
8b35ba28
Commit
8b35ba28
authored
May 13, 2024
by
sbl1996@126.com
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Set nan or inf loss to 0
parent
ec9f3e0c
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scripts/cleanba.py
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scripts/cleanba.py
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8b35ba28
...
@@ -730,6 +730,7 @@ if __name__ == "__main__":
...
@@ -730,6 +730,7 @@ if __name__ == "__main__":
lambda
x
:
jnp
.
sum
(
x
*
mask
)
/
n_valids
,
(
pg_loss
,
v_loss
,
ent_loss
,
approx_kl
))
lambda
x
:
jnp
.
sum
(
x
*
mask
)
/
n_valids
,
(
pg_loss
,
v_loss
,
ent_loss
,
approx_kl
))
loss
=
pg_loss
-
args
.
ent_coef
*
ent_loss
+
v_loss
*
args
.
vf_coef
loss
=
pg_loss
-
args
.
ent_coef
*
ent_loss
+
v_loss
*
args
.
vf_coef
loss
=
jnp
.
where
(
jnp
.
isnan
(
loss
)
|
jnp
.
isinf
(
loss
),
0.0
,
loss
)
return
loss
,
(
pg_loss
,
v_loss
,
ent_loss
,
jax
.
lax
.
stop_gradient
(
approx_kl
))
return
loss
,
(
pg_loss
,
v_loss
,
ent_loss
,
jax
.
lax
.
stop_gradient
(
approx_kl
))
def
single_device_update
(
def
single_device_update
(
...
...
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