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antonwolfyantonwolfy
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Add normal(), rand(), randint(), randn(), random_sample(), standard_normal()
1 parent 884cc6a commit efd9f84

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-651
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‎.github/workflows/conda-package.yml

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@@ -253,7 +253,8 @@ jobs:
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# TODO: run the whole scope once the issues on CPU are resolved
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- name: Run tests
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run: python -m pytest -q -ra --disable-warnings -vv test_arraycreation.py test_dparray.py test_fft.py test_linalg.py test_mathematical.py test_special.py
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run: |
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python -m pytest -q -ra --disable-warnings -vv test_arraycreation.py test_dparray.py test_fft.py test_linalg.py test_mathematical.py test_random_state.py test_special.py
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env:
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OCL_ICD_FILENAMES: 'libintelocl.so'
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working-directory: ${{ env.tests-path }}
@@ -428,7 +429,8 @@ jobs:
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# TODO: run the whole scope once the issues on CPU are resolved
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- name: Run tests
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run: python -m pytest -q -ra --disable-warnings -vv test_arraycreation.py test_dparray.py test_fft.py test_linalg.py test_mathematical.py test_special.py
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run: |
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python -m pytest -q -ra --disable-warnings -vv test_arraycreation.py test_dparray.py test_fft.py test_linalg.py test_mathematical.py test_random_state.py test_special.py
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working-directory: ${{ env.tests-path }}
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upload_linux:

‎dpnp/__init__.py

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@@ -45,9 +45,9 @@
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from dpnp.dpnp_array import dpnp_array as ndarray
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from dpnp.dpnp_flatiter import flatiter as flatiter
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from dpnp.dpnp_iface_types import *
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from dpnp.dpnp_iface import *
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from dpnp.dpnp_iface import __all__ as _iface__all__
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from dpnp.dpnp_iface_types import *
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from dpnp.version import __version__
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‎dpnp/backend/include/dpnp_iface_fptr.hpp

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@@ -1,5 +1,5 @@
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//*****************************************************************************
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// Copyright (c) 2016-2020, Intel Corporation
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// Copyright (c) 2016-2022, Intel Corporation
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// All rights reserved.
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//
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// Redistribution and use in source and binary forms, with or without
@@ -315,7 +315,6 @@ enum class DPNPFuncName : size_t
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DPNP_FN_RNG_STANDARD_GAMMA, /**< Used in numpy.random.standard_gamma() impl */
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DPNP_FN_RNG_STANDARD_GAMMA_EXT, /**< Used in numpy.random.standard_gamma() impl, requires extra parameters */
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DPNP_FN_RNG_STANDARD_NORMAL, /**< Used in numpy.random.standard_normal() impl */
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DPNP_FN_RNG_STANDARD_NORMAL_EXT, /**< Used in numpy.random.standard_normal() impl */
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DPNP_FN_RNG_STANDARD_T, /**< Used in numpy.random.standard_t() impl */
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DPNP_FN_RNG_STANDARD_T_EXT, /**< Used in numpy.random.standard_t() impl, requires extra parameters */
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DPNP_FN_RNG_TRIANGULAR, /**< Used in numpy.random.triangular() impl */

‎dpnp/backend/include/dpnp_iface_random.hpp

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@@ -438,18 +438,20 @@ INP_DLLEXPORT void
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* @brief math library implementation of random number generator (normal continious distribution)
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*
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* @param [in] q_ref Reference to SYCL queue.
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* @param [out] result Output array.
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* @param [out] result_out Output array.
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* @param [in] mean Mean value.
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* @param [in] stddev Standard deviation.
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* @param [in] size Number of elements in `result` arrays.
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* @param [in] random_state_in Pointer on random state.
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* @param [in] dep_event_vec_ref Reference to vector of SYCL events.
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*/
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template <typename _DataType>
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INP_DLLEXPORT DPCTLSyclEventRef dpnp_rng_normal_c(DPCTLSyclQueueRef q_ref,
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void* result,
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const _DataType mean,
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const _DataType stddev,
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const size_t size,
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void* result_out,
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const double mean,
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const double stddev,
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const int64_t size,
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void* random_state_in,
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const DPCTLEventVectorRef dep_event_vec_ref);
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template <typename _DataType>
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* @brief math library implementation of random number generator (standard normal distribution)
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*
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* @param [in] q_ref Reference to SYCL queue.
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* @param [out] result Output array.
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* @param [out] result_out Output array.
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* @param [in] size Number of elements in `result` arrays.
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* @param [in] dep_event_vec_ref Reference to vector of SYCL events.
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*/
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template <typename _DataType>
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INP_DLLEXPORT DPCTLSyclEventRef dpnp_rng_standard_normal_c(DPCTLSyclQueueRef q_ref,
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void* result,
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const size_t size,
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const DPCTLEventVectorRef dep_event_vec_ref);
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template <typename _DataType>
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INP_DLLEXPORT void dpnp_rng_standard_normal_c(void* result, const size_t size);
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/**
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* @brief math library implementation of random number generator (uniform distribution)
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*
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* @param [in] q_ref Reference to SYCL queue.
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* @param [out] result Output array.
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* @param [out] result_out Output array.
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* @param [in] low Left bound of array values.
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* @param [in] high Right bound of array values.
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* @param [in] size Number of elements in `result` array.
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*/
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template <typename _DataType>
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INP_DLLEXPORT DPCTLSyclEventRef dpnp_rng_uniform_c(DPCTLSyclQueueRef q_ref,
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void* result,
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const long low,
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const long high,
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const size_t size,
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void* result_out,
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const double low,
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const double high,
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const int64_t size,
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void* random_state_in,
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const DPCTLEventVectorRef dep_event_vec_ref);
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