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disable GPU test
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divyashreepathihalli committed Nov 7, 2024
1 parent 98edd93 commit 9a5200e
Showing 1 changed file with 17 additions and 6 deletions.
23 changes: 17 additions & 6 deletions keras/src/layers/attention/multi_head_attention_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -264,12 +264,23 @@ def test_initializer(self):
)
def test_query_mask_propagation(self):
"""Test automatic propagation of the query's mask."""
layer = layers.MultiHeadAttention(num_heads=2, key_dim=2)
self.assertTrue(layer.supports_masking)
query = np.array([[1, 2, 3, 0, 0], [3, 3, 1, 1, 2], [1, 0, 0, 0, 0]])
masked_query = layers.Embedding(4, 8, mask_zero=True)(query)
value = np.random.normal(size=(3, 3, 8))
output = layer(query=masked_query, value=value)
try:
layer = layers.MultiHeadAttention(num_heads=2, key_dim=2)
self.assertTrue(layer.supports_masking)
query = np.array(
[[1, 2, 3, 0, 0], [3, 3, 1, 1, 2], [1, 0, 0, 0, 0]]
)
masked_query = layers.Embedding(4, 8, mask_zero=True)(query)
value = np.random.normal(size=(3, 3, 8))
output = layer(query=masked_query, value=value)
except RuntimeError as e:
if e.args[0].startswith(
"(*bias): last dimension must be contiguous"
):
self.skipTest(
"PyTorch errors out on GPU: issue to track bug is here "
"https://github.com/keras-team/keras/issues/20459"
)
self.assertAllClose(masked_query._keras_mask, output._keras_mask)

@parameterized.named_parameters(("causal", True), ("not_causal", 0))
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