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Add a codegen unit test for local accessor kernel arg.
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numba_dpex/tests/experimental/codegen/test_local_accessor_kernel_arg.py
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# SPDX-FileCopyrightText: 2023 - 2024 Intel Corporation | ||
# | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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import dpctl | ||
from llvmlite import ir as llvmir | ||
from numba.core import types | ||
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from numba_dpex import DpctlSyclQueue, DpnpNdArray | ||
from numba_dpex import experimental as dpex_exp | ||
from numba_dpex import int64 | ||
from numba_dpex.core.types.kernel_api.index_space_ids import NdItemType | ||
from numba_dpex.core.types.kernel_api.local_accessor import LocalAccessorType | ||
from numba_dpex.kernel_api import ( | ||
AddressSpace, | ||
MemoryScope, | ||
NdItem, | ||
group_barrier, | ||
) | ||
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def kernel_func(nd_item: NdItem, a, slm): | ||
i = nd_item.get_global_linear_id() | ||
j = nd_item.get_local_linear_id() | ||
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slm[j] = 100 | ||
group_barrier(nd_item.get_group(), MemoryScope.WORK_GROUP) | ||
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a[i] += slm[j] | ||
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def test_codegen_local_accessor_kernel_arg(): | ||
"""Tests if a kernel with a local accessor argument is generated with | ||
expected local address space pointer argument. | ||
""" | ||
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queue_ty = DpctlSyclQueue(dpctl.SyclQueue()) | ||
i64arr_ty = DpnpNdArray(ndim=1, dtype=int64, layout="C", queue=queue_ty) | ||
slm_ty = LocalAccessorType(ndim=1, dtype=int64) | ||
disp = dpex_exp.kernel(inline_threshold=3)(kernel_func) | ||
dmm = disp.targetctx.data_model_manager | ||
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i64arr_ty_flattened_arg_count = dmm.lookup(i64arr_ty).flattened_field_count | ||
slm_ty_model = dmm.lookup(slm_ty) | ||
slm_ty_flattened_arg_count = slm_ty_model.flattened_field_count | ||
slm_ptr_pos = slm_ty_model.get_field_position("data") | ||
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llargtys = disp.targetctx.get_arg_packer([i64arr_ty, slm_ty]).argument_types | ||
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# Go over all the arguments to the spir_kernel_func and assert two things: | ||
# a) Number of arguments == i64arr_ty_flattened_arg_count | ||
# + slm_ty_flattened_arg_count | ||
# b) The argument corresponding to the data attribute of the local accessor | ||
# argument is a pointer in address space local address space | ||
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num_kernel_args = 0 | ||
slm_data_ptr_arg = None | ||
for kernel_arg in llargtys: | ||
if num_kernel_args == i64arr_ty_flattened_arg_count + slm_ptr_pos: | ||
slm_data_ptr_arg = kernel_arg | ||
num_kernel_args += 1 | ||
assert ( | ||
num_kernel_args | ||
== i64arr_ty_flattened_arg_count + slm_ty_flattened_arg_count | ||
) | ||
assert isinstance(slm_data_ptr_arg, llvmir.PointerType) | ||
assert slm_data_ptr_arg.addrspace == AddressSpace.LOCAL |