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Parfor lowering as kernels and dpnp ufunc compilation to kernels #957
Commits on Mar 4, 2023
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Adds two new helper function to dpexrt_python.
- DPEXRTQueue_CreateFromFilterString: to help create a DPCTLSyclQueueRef object from a filter string. - DpexrtQueue_SubmitRange: to submit a ranged kernel.
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Adds a new pass to lower parfors to dpex kernels.
The code is based on the existing DpexLowerer in core/passes/lowerer, but refactored and cleaned up a bit. - Add the ParforLoweringPass - Utility modules kernel_builder and kernel_launcher
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Adds a new pass for compute follows data legalization.
- Dpnp expressions that rely on the __array_ufunc__ method of DpnpNdArray do not infer the usm_type and device type of the LHS of the expression. The pass is an incomplete implementation of an algorithm that traverses all the basic blocks and checks CFD compliance and fixes the LHS of all parfors created from dpnp array expressions and pranges.
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Add a new compiler pipeline that uses dpex's parfor passes.
- The new DpjitPipeline uses the backported parfor passes with the new parfor lowerer and parfor compute follows data legalization pass. - dpjit decorator now used DpjitCompiler.
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Commits on Mar 5, 2023
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Added numba_dpex/core/typing/dpnpdecl.py. Added numba_dpex/dpnp_iface/dpnp_ufunc_db.py. Added numba_dpex/dpnp_iface/dpnpimpl.py.
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Add support for built-in operators and true_divide.
- The commit makes expressions such as A*2, where A is a dpnp.ndarray work. - Adds support for dpnp.true_divide.
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