def __call__(
self,
definition_ir: StencilDefinition) -> Dict[str, Dict[str, str]]:
gtir = DefIRToGTIR.apply(definition_ir)
gtir_without_unused_params = prune_unused_parameters(gtir)
dtype_deduced = resolve_dtype(gtir_without_unused_params)
upcasted = upcast(dtype_deduced)
oir = gtir_to_oir.GTIRToOIR().visit(upcasted)
oir = self._optimize_oir(oir)
sdfg = OirSDFGBuilder().visit(oir)
sdfg.expand_library_nodes(recursive=True)
# TODO uncomment once the branch dace/linus-fixes-8 is merged into dace/master
# sdfg.apply_strict_transformations(validate=True) # noqa: E800 Found commented out code
implementation = DaCeComputationCodegen.apply(gtir, sdfg)
bindings = DaCeBindingsCodegen.apply(gtir,
sdfg,
module_name=self.module_name)
bindings_ext = ".cu" if self.backend.GT_BACKEND_T == "gpu" else ".cpp"
return {
"computation": {
"computation.hpp": implementation
},
"bindings": {
"bindings" + bindings_ext: bindings
},
}
def resolve_dtype_and_validate(testee: Stencil,
expected_dtypes: Dict[str, common.DataType]):
# ensure consistency (input is not already fully resolved)
for name, _dtype in expected_dtypes.items():
nodes = get_nodes_with_name(testee, name)
assert len(nodes) > 0
assert any([node.dtype is None for node in nodes])
result: Stencil = resolve_dtype(testee)
for name, dtype in expected_dtypes.items():
nodes = get_nodes_with_name(result, name)
assert len(nodes) > 0
assert all([node.dtype == dtype for node in nodes])
def __call__(self, definition_ir) -> Dict[str, Dict[str, str]]:
gtir = DefIRToGTIR.apply(definition_ir)
gtir_without_unused_params = prune_unused_parameters(gtir)
dtype_deduced = resolve_dtype(gtir_without_unused_params)
upcasted = upcast(dtype_deduced)
oir = gtir_to_oir.GTIRToOIR().visit(upcasted)
oir = self._optimize_oir(oir)
cuir = oir_to_cuir.OIRToCUIR().visit(oir)
cuir = kernel_fusion.FuseKernels().visit(cuir)
cuir = extent_analysis.ComputeExtents().visit(cuir)
cuir = extent_analysis.CacheExtents().visit(cuir)
implementation = cuir_codegen.CUIRCodegen.apply(cuir)
bindings = GTCCudaBindingsCodegen.apply(cuir, module_name=self.module_name)
return {
"computation": {"computation.hpp": implementation},
"bindings": {"bindings.cu": bindings},
}
def __call__(self, definition_ir) -> Dict[str, Dict[str, str]]:
gtir = DefIRToGTIR.apply(definition_ir)
gtir_without_unused_params = prune_unused_parameters(gtir)
dtype_deduced = resolve_dtype(gtir_without_unused_params)
upcasted = upcast(dtype_deduced)
oir = gtir_to_oir.GTIRToOIR().visit(upcasted)
oir = self._optimize_oir(oir)
gtcpp = oir_to_gtcpp.OIRToGTCpp().visit(oir)
implementation = gtcpp_codegen.GTCppCodegen.apply(
gtcpp, gt_backend_t=self.gt_backend_t)
bindings = GTCppBindingsCodegen.apply(gtcpp,
module_name=self.module_name,
gt_backend_t=self.gt_backend_t)
bindings_ext = ".cu" if self.gt_backend_t == "gpu" else ".cpp"
return {
"computation": {
"computation.hpp": implementation
},
"bindings": {
"bindings" + bindings_ext: bindings
},
}
