diff --git a/vllm/v1/worker/gpu/block_table.py b/vllm/v1/worker/gpu/block_table.py
index ff24e88ed..b31e9b179 100644
--- a/vllm/v1/worker/gpu/block_table.py
+++ b/vllm/v1/worker/gpu/block_table.py
@@ -3,10 +3,9 @@
 from collections.abc import Iterable
 
 import torch
-import triton
-import triton.language as tl
 
 from vllm.attention.backends.utils import PAD_SLOT_ID
+from vllm.triton_utils import tl, triton
 from vllm.utils.math_utils import cdiv
 from vllm.v1.utils import CpuGpuBuffer
 
diff --git a/vllm/v1/worker/gpu/input_batch.py b/vllm/v1/worker/gpu/input_batch.py
index 89f375649..8313b32d2 100644
--- a/vllm/v1/worker/gpu/input_batch.py
+++ b/vllm/v1/worker/gpu/input_batch.py
@@ -7,9 +7,8 @@ import numba
 import numba.types as types
 import numpy as np
 import torch
-import triton
-import triton.language as tl
 
+from vllm.triton_utils import tl, triton
 from vllm.utils import random_uuid
 from vllm.utils.math_utils import cdiv
 from vllm.v1.utils import CpuGpuBuffer