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+ .. _dpctl_tensor_constants :
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+
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+ Constants
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+ ========================
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+
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+ The following constants are defined in :py:mod: `dpctl.tensor `:
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+
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+ .. currentmodule :: dpctl.tensor
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+
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+ .. autodata :: DLDeviceType
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+
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+ .. data :: e
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+
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+ ``float ``:
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+ IEEE 754 floating-point representation of Euler's constant.
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+
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+ .. data :: inf
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+
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+ ``float ``:
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+ IEEE 754 floating-point representation of (positive) infinity.
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+
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+ .. data :: nan
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+
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+ ``float ``:
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+ IEEE 754 floating-point representation of Not a Number (NaN).
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+
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+ .. data :: newaxis
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+
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+ ``NoneType ``:
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+ Alias for ``None `` which is useful for indexing.
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+
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+ .. data :: pi
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+
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+ ``float ``:
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+ IEEE 754 floating-point representation of the mathematical constant π.
Original file line number Diff line number Diff line change @@ -29,6 +29,7 @@ This module contains:
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* :ref: `sorting functions <dpctl_tensor_sorting_functions >`
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* :ref: `statistical functions <dpctl_tensor_statistical_functions >`
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* :ref: `utility functions <dpctl_tensor_utility_functions >`
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+ * :ref: `constants <dpctl_tensor_constants >`
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.. toctree ::
@@ -48,3 +49,4 @@ This module contains:
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tensor.sorting_functions
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tensor.statistical_functions
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tensor.utility_functions
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+ tensor.constants
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from dpctl .tensor ._reshape import reshape
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from dpctl .tensor ._search_functions import where
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from dpctl .tensor ._statistical_functions import mean , std , var
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- from dpctl .tensor ._usmarray import usm_ndarray
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+ from dpctl .tensor ._usmarray import DLDeviceType , usm_ndarray
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from dpctl .tensor ._utility_functions import all , any , diff
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from ._accumulation import cumulative_logsumexp , cumulative_prod , cumulative_sum
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"nextafter" ,
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"diff" ,
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"count_nonzero" ,
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+ "DLDeviceType" ,
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]
Original file line number Diff line number Diff line change @@ -54,6 +54,40 @@ include "_slicing.pxi"
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class DLDeviceType (IntEnum ):
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+ """
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+ An ``IntEnum`` for the types of DLDevices supported by the DLPack
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+ protocol.
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+ ``kDLCPU``:
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+ CPU (host) device
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+ ``kDLCUDA``:
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+ CUDA GPU device
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+ ``kDLCUDAHost``:
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+ Pinned CUDA CPU memory by cudaMallocHost
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+ ``kDLOpenCL``:
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+ OpenCL device
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+ ``kDLVulkan``:
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+ Vulkan buffer
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+ ``kDLMetal``:
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+ Metal for Apple GPU
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+ ``kDLVPI``:
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+ Verilog simulator buffer
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+ ``kDLROCM``:
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+ ROCm GPU device
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+ ``kDLROCMHost``:
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+ Pinned ROCm CPU memory allocated by hipMallocHost
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+ ``kDLExtDev``:
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+ Reserved extension device type used to test new devices
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+ ``kDLCUDAManaged``:
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+ CUDA managed/unified memory allocated by cudaMallocManaged
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+ ``kDLOneAPI``:
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+ Unified shared memory allocated on a oneAPI non-partitioned device
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+ ``kDLWebGPU``:
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+ Device support for WebGPU standard
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+ ``kDLHexagon``:
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+ Qualcomm Hexagon DSP
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+ ``kDLMAIA``:
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+ Microsoft MAIA device
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+ """
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kDLCPU = c_dlpack.device_CPU
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kDLCUDA = c_dlpack.device_CUDA
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kDLCUDAHost = c_dlpack.device_CUDAHost
@@ -1244,6 +1278,8 @@ cdef class usm_ndarray:
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The tuple describes the non-partitioned device where the array has been allocated,
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or the non-partitioned parent device of the allocation device.
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+ See ``DLDeviceType`` for a list of devices supported by the DLPack protocol.
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+
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Raises:
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DLPackCreationError:
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when the ``device_id`` could not be determined.
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