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22 changes: 19 additions & 3 deletions tests/generate/beam_search_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -18,16 +18,32 @@ def setUp(self) -> None:
def _check_content_equal_per_beam(
self, beam_content: jnp.ndarray, original_content: jnp.ndarray
) -> None:
batch_size = original_content.shape[0]
self.assertEqual(
beam_content.shape[0], original_content.shape[0] * self.beam_size
beam_content.shape[0], batch_size * self.beam_size
)
if len(original_content.shape) > 1:
self.assertEqual(beam_content.shape[1:], original_content.shape[1:])
for i in range(0, self.batch_size * self.beam_size, self.beam_size):
for batch_idx in range(batch_size):
for beam_idx in range(self.beam_size):
self.assertTrue(
jnp.allclose(beam_content[i * self.beam_size], original_content[i])
jnp.allclose(
beam_content[batch_idx * self.beam_size + beam_idx],
original_content[batch_idx],
)
)

def test_check_content_equal_per_beam(self) -> None:
original_token_buffer = jnp.array([[1, 2], [3, 4]])
beam_token_buffer = jnp.repeat(
original_token_buffer, self.beam_size, axis=0
)
self._check_content_equal_per_beam(beam_token_buffer, original_token_buffer)

original_done = jnp.array([False, True])
beam_done = jnp.repeat(original_done, self.beam_size, axis=0)
self._check_content_equal_per_beam(beam_done, original_done)

def test_initialization(self) -> None:
cache = sampler_lib._init_cache(
n_layers=2,
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