diff --git a/utils/bazel/llvm-project-overlay/mlir/BUILD.bazel b/utils/bazel/llvm-project-overlay/mlir/BUILD.bazel
--- a/utils/bazel/llvm-project-overlay/mlir/BUILD.bazel
+++ b/utils/bazel/llvm-project-overlay/mlir/BUILD.bazel
@@ -439,6 +439,19 @@
     ],
 )
 
+mlir_c_api_cc_library(
+    name = "CAPIAMDGPU",
+    srcs = ["lib/CAPI/Dialect/AMDGPU.cpp"],
+    hdrs = ["include/mlir-c/Dialect/AMDGPU.h"],
+    capi_deps = [
+        ":CAPIIR",
+    ],
+    includes = ["include"],
+    deps = [
+        ":AMDGPUDialect",
+    ],
+)
+
 mlir_c_api_cc_library(
     name = "CAPIArith",
     srcs = ["lib/CAPI/Dialect/Arith.cpp"],
@@ -539,6 +552,32 @@
     ],
 )
 
+mlir_c_api_cc_library(
+    name = "CAPINVGPU",
+    srcs = ["lib/CAPI/Dialect/NVGPU.cpp"],
+    hdrs = ["include/mlir-c/Dialect/NVGPU.h"],
+    capi_deps = [
+        ":CAPIIR",
+    ],
+    includes = ["include"],
+    deps = [
+        ":NVGPUDialect",
+    ],
+)
+
+mlir_c_api_cc_library(
+    name = "CAPINVVM",
+    srcs = ["lib/CAPI/Dialect/NVVM.cpp"],
+    hdrs = ["include/mlir-c/Dialect/NVVM.h"],
+    capi_deps = [
+        ":CAPIIR",
+    ],
+    includes = ["include"],
+    deps = [
+        ":NVVMDialect",
+    ],
+)
+
 mlir_c_api_cc_library(
     name = "CAPIGPU",
     srcs = [
@@ -562,6 +601,19 @@
     ],
 )
 
+mlir_c_api_cc_library(
+    name = "CAPIROCDL",
+    srcs = ["lib/CAPI/Dialect/ROCDL.cpp"],
+    hdrs = ["include/mlir-c/Dialect/ROCDL.h"],
+    capi_deps = [
+        ":CAPIIR",
+    ],
+    includes = ["include"],
+    deps = [
+        ":ROCDLDialect",
+    ],
+)
+
 mlir_c_api_cc_library(
     name = "CAPISCF",
     srcs = ["lib/CAPI/Dialect/SCF.cpp"],
diff --git a/utils/bazel/llvm-project-overlay/mlir/python/BUILD.bazel b/utils/bazel/llvm-project-overlay/mlir/python/BUILD.bazel
--- a/utils/bazel/llvm-project-overlay/mlir/python/BUILD.bazel
+++ b/utils/bazel/llvm-project-overlay/mlir/python/BUILD.bazel
@@ -125,6 +125,46 @@
     ],
 )
 
+##---------------------------------------------------------------------------##
+# AMDGPU dialect.
+##---------------------------------------------------------------------------##
+
+td_library(
+    name = "AMDGPUOpsPyTdFiles",
+    srcs = [],
+    includes = ["../include"],
+    deps = [
+        "//mlir:AMDGPUTdFiles",
+        "//mlir:OpBaseTdFiles",
+    ],
+)
+
+gentbl_filegroup(
+    name = "AMDGPUOpsPyGen",
+    tbl_outs = [
+        (
+            [
+                "-gen-python-op-bindings",
+                "-bind-dialect=amdgpu",
+            ],
+            "mlir/dialects/_amdgpu_ops_gen.py",
+        ),
+    ],
+    tblgen = "//mlir:mlir-tblgen",
+    td_file = "mlir/dialects/AMDGPUOps.td",
+    deps = [
+        ":AMDGPUOpsPyTdFiles",
+    ],
+)
+
+filegroup(
+    name = "AMDGPUOpsPyFiles",
+    srcs = [
+        "mlir/dialects/amdgpu.py",
+        ":AMDGPUOpsPyGen",
+    ],
+)
+
 ##---------------------------------------------------------------------------##
 # Linalg dialect.
 ##---------------------------------------------------------------------------##
@@ -511,6 +551,126 @@
     ],
 )
 
+##---------------------------------------------------------------------------##
+# NVGPU dialect.
+##---------------------------------------------------------------------------##
+
+td_library(
+    name = "NVGPUOpsPyTdFiles",
+    srcs = [],
+    includes = ["../include"],
+    deps = [
+        "//mlir:NVGPUTdFiles",
+        "//mlir:OpBaseTdFiles",
+    ],
+)
+
+gentbl_filegroup(
+    name = "NVGPUOpsPyGen",
+    tbl_outs = [
+        (
+            [
+                "-gen-python-op-bindings",
+                "-bind-dialect=nvgpu",
+            ],
+            "mlir/dialects/_nvgpu_ops_gen.py",
+        ),
+    ],
+    tblgen = "//mlir:mlir-tblgen",
+    td_file = "mlir/dialects/NVGPUOps.td",
+    deps = [
+        ":NVGPUOpsPyTdFiles",
+    ],
+)
+
+filegroup(
+    name = "NVGPUOpsPyFiles",
+    srcs = [
+        "mlir/dialects/nvgpu.py",
+        ":NVGPUOpsPyGen",
+    ],
+)
+
+##---------------------------------------------------------------------------##
+# NVVM dialect.
+##---------------------------------------------------------------------------##
+
+td_library(
+    name = "NVVMOpsPyTdFiles",
+    srcs = [],
+    includes = ["../include"],
+    deps = [
+        "//mlir:NVVMOpsTdFiles",
+        "//mlir:OpBaseTdFiles",
+    ],
+)
+
+gentbl_filegroup(
+    name = "NVVMOpsPyGen",
+    tbl_outs = [
+        (
+            [
+                "-gen-python-op-bindings",
+                "-bind-dialect=nvvm",
+            ],
+            "mlir/dialects/_nvvm_ops_gen.py",
+        ),
+    ],
+    tblgen = "//mlir:mlir-tblgen",
+    td_file = "mlir/dialects/NVVMOps.td",
+    deps = [
+        ":NVVMOpsPyTdFiles",
+    ],
+)
+
+filegroup(
+    name = "NVVMOpsPyFiles",
+    srcs = [
+        "mlir/dialects/nvvm.py",
+        ":NVVMOpsPyGen",
+    ],
+)
+
+##---------------------------------------------------------------------------##
+# ROCDL dialect.
+##---------------------------------------------------------------------------##
+
+td_library(
+    name = "ROCDLOpsPyTdFiles",
+    srcs = [],
+    includes = ["../include"],
+    deps = [
+        "//mlir:OpBaseTdFiles",
+        "//mlir:ROCDLOpsTdFiles",
+    ],
+)
+
+gentbl_filegroup(
+    name = "ROCDLOpsPyGen",
+    tbl_outs = [
+        (
+            [
+                "-gen-python-op-bindings",
+                "-bind-dialect=rocdl",
+            ],
+            "mlir/dialects/_rocdl_ops_gen.py",
+        ),
+    ],
+    tblgen = "//mlir:mlir-tblgen",
+    td_file = "mlir/dialects/ROCDLOps.td",
+    deps = [
+        ":ROCDLOpsPyTdFiles",
+    ],
+)
+
+filegroup(
+    name = "ROCDLOpsPyFiles",
+    srcs = [
+        "mlir/dialects/rocdl.py",
+        ":ROCDLOpsPyGen",
+    ],
+)
+
 ##---------------------------------------------------------------------------##
 # SCF dialect.
 ##---------------------------------------------------------------------------##