Implement gesv_batch via gesv call (#1877)

* First working version with transpose and C contig

* Second working version with moveaxis, transpose and F contig

* Add more shape checks

* Pass sycl::queue by reference for gesv/gesv_batch

* Update _batched_solve implementation

* Remove old impl in _batched_solve

* Use py::gil_scoped_release before gesv call

* Move gesv_batch to gesv_batch.cpp

* Improve gesv_batch with independent linear streams

* Extend checks for gesv/gesv_batch

* Add common_gesv_checks

* Release GIL in gesv_batch_impl

* Remove host_task_events from gesv

* Use check_zeros_shape in gesv and gesv_batch

* Add additional checks for gesv_impl

* Move alloc_scratchpad to common_helpers.hpp

* Use helper::alloc_scratchpad in gesv_batch_impl

* Remove current_scratch_gesv check

* Remove lda, ldb pass to gesv_batch_impl, gesv_impl

* Use const and constexpr in gesv/gesv_batch

* Use dpnp.reshape in _batched_solve

* Implement alloc_ipiv in common_helpers.hpp

* Add gesv_common_utils.hpp

* Implement handle_lapack_exc function

* Use try/catch for scratchpad/ipiv allocation

* Update alloc_scratchpad/alloc_ipiv

* gesv_scratchpad_size can be 0

* Implement help functions alloc_ipiv/alloc_scratchpad

* Reuse alloc_scratchpad/ipiv in batch versions 1e5ba88

.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 82899eb693d56f85faa6f668528177f3
+config: bcf56222450b83e69ebbdf8346235d8b
 tags: 645f666f9bcd5a90fca523b33c5a78b7

_modules/dpnp/dpnp_array.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_array &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_flatiter.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_flatiter &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_arraycreation.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_arraycreation &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_arraycreation &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_counting.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_counting &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_counting &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_histograms.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_histograms &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_histograms &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_indexing.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_indexing &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_libmath.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_libmath &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_linearalgebra.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_linearalgebra &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_linearalgebra &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_logic.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_logic &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_logic &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_manipulation.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_manipulation &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_manipulation &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_mathematical.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_mathematical &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_mathematical &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">

_modules/dpnp/dpnp_iface_nanfunctions.html

@@ -12,7 +12,7 @@
     </script>
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>dpnp.dpnp_iface_nanfunctions &mdash; Data Parallel Extension for NumPy 0.16.0dev0+103.gcfaae8c51a documentation</title>
+  <title>dpnp.dpnp_iface_nanfunctions &mdash; Data Parallel Extension for NumPy 0.16.0dev0+104.g1e5ba88acc documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=fa44fd50" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
 
@@ -23,7 +23,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=f5914f72"></script>
+        <script src="../../_static/documentation_options.js?v=342e5ebf"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/js/theme.js"></script>
@@ -43,7 +43,7 @@
             Data Parallel Extension for NumPy
           </a>
               <div class="version">
-                0.16.0dev0+103.gcfaae8c51a
+                0.16.0dev0+104.g1e5ba88acc
               </div>
 <div role="search">
   <form id="rtd-search-form" class="wy-form" action="../../search.html" method="get">