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docker-python/tests/test_jax.py at main · sibo-dev/docker-python · GitHub
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import
unittest
import
time
import
jax
.
numpy
as
np
from
common
import
gpu_test
from
jax
import
grad
,
jit
class
TestJAX
(
unittest
.
TestCase
):
def
tanh
(
self
,
x
):
y
=
np
.
exp
(
-
2.0
*
x
)
return
(
1.0
-
y
)
/
(
1.0
+
y
)
def
test_grad
(
self
):
grad_tanh
=
grad
(
self
.
tanh
)
ag
=
grad_tanh
(
1.0
)
self
.
assertEqual
(
0.4199743
,
ag
)
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