Releases
0.20.0
Added
New dpjit decorator supporting dpnp compilation (#887 )
Boxing and unboxing functionality for dpnp.ndarray to numba_dpex (#902 )
New DpexTarget and dispatcher for compiling dpnp using numba-dpex (#887 )
Overload implementation for dpnp.empty (#902 )
Overload implementation for dpnp.empty_like, dpnp.zeros_like and
dpnp.ones_like inside dpjit (#928 )
Overload implementation for dpnp.zeros and dpnp.ones inside dpjit (#923 )
Compilation and offload support for dpnp vector style expressions using Numba
parfors (#957 )
Compilation of over 70 ufuncs for dpnp inside dpjit (#957 )
Backported the split parfor pass from upstream Numba. (#949 )
Numba type aliases to numba_dpex. (#851 )
Numba prange alias inside numba_dpex. (#957 )
New LRU cache for kernels (#804 ) and funcs (#877 )
New Range and NdRange classes for kernel submission that follow sycl's range
and ndrange syntax. (#888 )
Monkey pacthes to Numba 0.56.4 to support dpnp ufuncs, allocating dpnp
arrays (#954 )
New config flag (NUMBA_DPEX_DUMP_KERNEL_LLVM) to dump a kernel's
LLVM IR (#924 )
A badge to our gitter chatroom (#919 )
A small script to update copyright headers (#917 )
A new dpexrt_python extension to support USM allocators for Numba
NRT_MemInfo (#902 )
Updated examples for kernel API demonstrating compute-follows-data programming
model. (#826 )
Changed
CLK_GLOBAL_MEM_FENCE
and CLK_LOCAL_MEM_FENCE
flags renamed to
GLOBAL_MEM_FENCE
and LOCAL_MEM_FENCE
. (#844 )
Switched from Ubuntu-latest to Ubuntu-20.04 for conda package build (#836 )
Rename USMNdArrayType to USMNdArray (#851 )
Changes to the Numba type to represent dpnp ndarray typess now renamed to
DpnpNdarray (#880 )
Improved exceptions and user errors (#804 )
Updated internal API for kernel interface with improved support for
__sycl_usm_array_interface__
protocol (#804 )
Pin generated spirv version for kernels to 1.1 (#885 )
Rename DpexContext and DpexTypingContext to DpexKernelTarget and
DpexKernelTypingContext (#887 )
Renamed existing dpnp overloads that used stubs to dpnp_stubs_impl.py (#953 )
Dpctl version requirement mismatch is now a warning and not an
ImportError (#925 )
Update to versioneer 0.28 (#827 )
Update to dpctl 0.14 (#858 )
Update linters: black to 23.1.0, isort to 5.12.0 (#900 )
License in setup.py to match actual project licensing (#904 )
Fixed
Kernel specialization, compute follows data programming model for
kernels (#804 )
Dispatcher/caching rewrite to address performance regression (#912 , #896 )
func decorator qualname ambiguation fix (#905 )
Removed
Removes the numpy_usm_shared module from numba_dpex. (#841 )
Removes the usage of llvmlite.llvmpy (#932 )
Deprecated
Support for NumPy arrays as kernel arguments (#804 )
Kernel argument access specifiers (#804 )
Support for dpctl.device_context to launch kernels and njit offloading (#804 )
Dpnp overloads using stubs. (#953 )
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