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Revert the changes in test_cache (vllm-project#2335)
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WoosukKwon authored and Chris Woodson committed Jan 5, 2024
1 parent 1cd5dff commit 3a041e5
Showing 1 changed file with 12 additions and 12 deletions.
24 changes: 12 additions & 12 deletions tests/kernels/test_cache.py
Original file line number Diff line number Diff line change
Expand Up @@ -49,13 +49,12 @@ def test_copy_blocks(
src_blocks = random.sample(range(num_blocks), num_mappings)
remainig_blocks = list(set(range(num_blocks)) - set(src_blocks))
dst_blocks = random.sample(remainig_blocks, 2 * num_mappings)
copy_src = []
copy_dst = []
block_mapping = {}
for i in range(num_mappings):
copy_src.append(src_blocks[i])
copy_dst.append(dst_blocks[2 * i])
copy_src.append(src_blocks[i])
copy_dst.append(dst_blocks[2 * i + 1])
src = src_blocks[i]
dst1 = dst_blocks[2 * i]
dst2 = dst_blocks[2 * i + 1]
block_mapping[src] = [dst1, dst2]

# Create the KV caches.
key_caches, value_caches = kv_cache_factory(num_blocks, block_size,
Expand All @@ -67,14 +66,15 @@ def test_copy_blocks(
cloned_value_caches = [value_cache.clone() for value_cache in value_caches]

# Call the copy blocks kernel.
cache_ops.copy_blocks(key_caches, value_caches, copy_src, copy_dst)
cache_ops.copy_blocks(key_caches, value_caches, block_mapping)

# Run the reference implementation.
for src, dst in zip(copy_src, copy_dst):
for cloned_key_cache in cloned_key_caches:
cloned_key_cache[dst].copy_(cloned_key_cache[src])
for cloned_value_cache in cloned_value_caches:
cloned_value_cache[dst].copy_(cloned_value_cache[src])
for src, dsts in block_mapping.items():
for dst in dsts:
for cloned_key_cache in cloned_key_caches:
cloned_key_cache[dst].copy_(cloned_key_cache[src])
for cloned_value_cache in cloned_value_caches:
cloned_value_cache[dst].copy_(cloned_value_cache[src])

# Compare the results.
for key_cache, cloned_key_cache in zip(key_caches, cloned_key_caches):
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