Sync inner latest main branch with outer repo

.clang-format

@@ -0,0 +1,88 @@
+---
+AccessModifierOffset: -1
+AlignAfterOpenBracket: AlwaysBreak
+AlignConsecutiveAssignments: false
+AlignConsecutiveDeclarations: false
+AlignEscapedNewlinesLeft: true
+AlignOperands:   false
+AlignTrailingComments: false
+AllowAllParametersOfDeclarationOnNextLine: false
+AllowShortBlocksOnASingleLine: false
+AllowShortCaseLabelsOnASingleLine: false
+AllowShortFunctionsOnASingleLine: Empty
+AllowShortIfStatementsOnASingleLine: false
+AllowShortLoopsOnASingleLine: false
+AlwaysBreakAfterReturnType: None
+AlwaysBreakBeforeMultilineStrings: true
+AlwaysBreakTemplateDeclarations: true
+BinPackArguments: false
+BinPackParameters: false
+BraceWrapping:
+  AfterClass:      false
+  AfterControlStatement: false
+  AfterEnum:       false
+  AfterFunction:   false
+  AfterNamespace:  false
+  AfterObjCDeclaration: false
+  AfterStruct:     false
+  AfterUnion:      false
+  BeforeCatch:     false
+  BeforeElse:      false
+  IndentBraces:    false
+BreakBeforeBinaryOperators: None
+BreakBeforeBraces: Attach
+BreakBeforeTernaryOperators: true
+BreakConstructorInitializersBeforeComma: false
+BreakAfterJavaFieldAnnotations: false
+BreakStringLiterals: false
+ColumnLimit:     80
+CommentPragmas:  '^ IWYU pragma:'
+CompactNamespaces: false
+ConstructorInitializerAllOnOneLineOrOnePerLine: true
+ConstructorInitializerIndentWidth: 4
+ContinuationIndentWidth: 4
+Cpp11BracedListStyle: true
+DerivePointerAlignment: false
+DisableFormat:   false
+ForEachMacros:   [ FOR_EACH_RANGE, FOR_EACH, ]
+IncludeCategories:
+  - Regex:           '^<.*\.h(pp)?>'
+    Priority:        1
+  - Regex:           '^<.*'
+    Priority:        2
+  - Regex:           '.*'
+    Priority:        3
+IndentCaseLabels: true
+IndentWidth:     2
+IndentWrappedFunctionNames: false
+KeepEmptyLinesAtTheStartOfBlocks: false
+MacroBlockBegin: ''
+MacroBlockEnd:   ''
+MaxEmptyLinesToKeep: 1
+NamespaceIndentation: None
+ObjCBlockIndentWidth: 2
+ObjCSpaceAfterProperty: false
+ObjCSpaceBeforeProtocolList: false
+PenaltyBreakBeforeFirstCallParameter: 1
+PenaltyBreakComment: 300
+PenaltyBreakFirstLessLess: 120
+PenaltyBreakString: 1000
+PenaltyExcessCharacter: 1000000
+PenaltyReturnTypeOnItsOwnLine: 2000000
+PointerAlignment: Left
+ReflowComments:  true
+SortIncludes:    true
+SpaceAfterCStyleCast: false
+SpaceBeforeAssignmentOperators: true
+SpaceBeforeParens: ControlStatements
+SpaceInEmptyParentheses: false
+SpacesBeforeTrailingComments: 1
+SpacesInAngles:  false
+SpacesInContainerLiterals: true
+SpacesInCStyleCastParentheses: false
+SpacesInParentheses: false
+SpacesInSquareBrackets: false
+Standard:        Cpp11
+TabWidth:        8
+UseTab:          Never
+...

.cmake-format.py

@@ -0,0 +1,214 @@
+# -----------------------------
+# Options affecting formatting.
+# -----------------------------
+# pylint: disable-all
+with section("format"):
+
+    # Disable formatting entirely, making cmake-format a no-op
+    disable = False
+
+    # How wide to allow formatted cmake files
+    line_width = 80
+
+    # How many spaces to tab for indent
+    tab_size = 2
+
+    # If true, lines are indented using tab characters (utf-8 0x09) instead of
+    # <tab_size> space characters (utf-8 0x20). In cases where the layout would
+    # require a fractional tab character, the behavior of the  fractional
+    # indentation is governed by <fractional_tab_policy>
+    use_tabchars = False
+
+    # If <use_tabchars> is True, then the value of this variable indicates how
+    # fractional indentions are handled during whitespace replacement. If set to
+    # 'use-space', fractional indentation is left as spaces (utf-8 0x20). If set
+    # to `round-up` fractional indentation is replaced with a single tab character
+    # (utf-8 0x09) effectively shifting the column to the next tabstop
+    fractional_tab_policy = "use-space"
+
+    # If an argument group contains more than this many sub-groups (parg or kwarg
+    # groups) then force it to a vertical layout.
+    max_subgroups_hwrap = 3
+
+    # If a positional argument group contains more than this many arguments, then
+    # force it to a vertical layout.
+    max_pargs_hwrap = 4
+
+    # If a cmdline positional group consumes more than this many lines without
+    # nesting, then invalidate the layout (and nest)
+    max_rows_cmdline = 2
+
+    # If true, separate flow control names from their parentheses with a space
+    separate_ctrl_name_with_space = False
+
+    # If true, separate function names from parentheses with a space
+    separate_fn_name_with_space = False
+
+    # If a statement is wrapped to more than one line, than dangle the closing
+    # parenthesis on its own line.
+    dangle_parens = False
+
+    # If the trailing parenthesis must be 'dangled' on its on line, then align it
+    # to this reference: `prefix`: the start of the statement,  `prefix-indent`:
+    # the start of the statement, plus one indentation  level, `child`: align to
+    # the column of the arguments
+    dangle_align = "prefix"
+
+    # If the statement spelling length (including space and parenthesis) is
+    # smaller than this amount, then force reject nested layouts.
+    min_prefix_chars = 4
+
+    # If the statement spelling length (including space and parenthesis) is larger
+    # than the tab width by more than this amount, then force reject un-nested
+    # layouts.
+    max_prefix_chars = 10
+
+    # If a candidate layout is wrapped horizontally but it exceeds this many
+    # lines, then reject the layout.
+    max_lines_hwrap = 2
+
+    # What style line endings to use in the output.
+    line_ending = "unix"
+
+    # Format command names consistently as 'lower' or 'upper' case
+    command_case = "lower"
+
+    # Format keywords consistently as 'lower' or 'upper' case
+    keyword_case = "unchanged"
+
+    # A list of command names which should always be wrapped
+    always_wrap = []
+
+    # If true, the argument lists which are known to be sortable will be sorted
+    # lexicographicall
+    enable_sort = True
+
+    # If true, the parsers may infer whether or not an argument list is sortable
+    # (without annotation).
+    autosort = False
+
+    # By default, if cmake-format cannot successfully fit everything into the
+    # desired linewidth it will apply the last, most agressive attempt that it
+    # made. If this flag is True, however, cmake-format will print error, exit
+    # with non-zero status code, and write-out nothing
+    require_valid_layout = False
+
+    # A dictionary mapping layout nodes to a list of wrap decisions. See the
+    # documentation for more information.
+    layout_passes = {}
+
+# ------------------------------------------------
+# Options affecting comment reflow and formatting.
+# ------------------------------------------------
+with section("markup"):
+
+    # What character to use for bulleted lists
+    bullet_char = "*"
+
+    # What character to use as punctuation after numerals in an enumerated list
+    enum_char = "."
+
+    # If comment markup is enabled, don't reflow the first comment block in each
+    # listfile. Use this to preserve formatting of your copyright/license
+    # statements.
+    first_comment_is_literal = False
+
+    # If comment markup is enabled, don't reflow any comment block which matches
+    # this (regex) pattern. Default is `None` (disabled).
+    literal_comment_pattern = None
+
+    # Regular expression to match preformat fences in comments default=
+    # ``r'^\s*([`~]{3}[`~]*)(.*)$'``
+    fence_pattern = "^\\s*([`~]{3}[`~]*)(.*)$"
+
+    # Regular expression to match rulers in comments default=
+    # ``r'^\s*[^\w\s]{3}.*[^\w\s]{3}$'``
+    ruler_pattern = "^\\s*[^\\w\\s]{3}.*[^\\w\\s]{3}$"
+
+    # If a comment line matches starts with this pattern then it is explicitly a
+    # trailing comment for the preceeding argument. Default is '#<'
+    explicit_trailing_pattern = "#<"
+
+    # If a comment line starts with at least this many consecutive hash
+    # characters, then don't lstrip() them off. This allows for lazy hash rulers
+    # where the first hash char is not separated by space
+    hashruler_min_length = 10
+
+    # If true, then insert a space between the first hash char and remaining hash
+    # chars in a hash ruler, and normalize its length to fill the column
+    canonicalize_hashrulers = True
+
+    # enable comment markup parsing and reflow
+    enable_markup = True
+
+# ----------------------------
+# Options affecting the linter
+# ----------------------------
+with section("lint"):
+
+    # a list of lint codes to disable
+    disabled_codes = ["C0113"]
+
+    # regular expression pattern describing valid function names
+    function_pattern = "[0-9a-z_]+"
+
+    # regular expression pattern describing valid macro names
+    macro_pattern = "[0-9A-Z_]+"
+
+    # regular expression pattern describing valid names for variables with global
+    # (cache) scope
+    global_var_pattern = "[A-Z][0-9A-Z_]+"
+
+    # regular expression pattern describing valid names for variables with global
+    # scope (but internal semantic)
+    internal_var_pattern = "_[A-Z][0-9A-Z_]+"
+
+    # regular expression pattern describing valid names for variables with local
+    # scope
+    local_var_pattern = "[a-z][a-z0-9_]+"
+
+    # regular expression pattern describing valid names for privatedirectory
+    # variables
+    private_var_pattern = "_[0-9a-z_]+"
+
+    # regular expression pattern describing valid names for public directory
+    # variables
+    public_var_pattern = "[A-Z][0-9A-Z_]+"
+
+    # regular expression pattern describing valid names for function/macro
+    # arguments and loop variables.
+    argument_var_pattern = "[a-z][a-z0-9_]+"
+
+    # regular expression pattern describing valid names for keywords used in
+    # functions or macros
+    keyword_pattern = "[A-Z][0-9A-Z_]+"
+
+    # In the heuristic for C0201, how many conditionals to match within a loop in
+    # before considering the loop a parser.
+    max_conditionals_custom_parser = 2
+
+    # Require at least this many newlines between statements
+    min_statement_spacing = 1
+
+    # Require no more than this many newlines between statements
+    max_statement_spacing = 2
+    max_returns = 6
+    max_branches = 12
+    max_arguments = 5
+    max_localvars = 15
+    max_statements = 50
+
+# -------------------------------
+# Options affecting file encoding
+# -------------------------------
+with section("encode"):
+
+    # If true, emit the unicode byte-order mark (BOM) at the start of the file
+    emit_byteorder_mark = False
+
+    # Specify the encoding of the input file. Defaults to utf-8
+    input_encoding = "utf-8"
+
+    # Specify the encoding of the output file. Defaults to utf-8. Note that cmake
+    # only claims to support utf-8 so be careful when using anything else
+    output_encoding = "utf-8"

.dockerignore

@@ -0,0 +1 @@
+docker/*.Dockerfile

.git_template

@@ -0,0 +1,36 @@
+# [JIRA-ID]: <type>(<scope>): <subject>
+#
+# <body>
+#
+# <footer>
+#
+# - type:
+#    feat
+#    fix
+#    docs
+#    style
+#    refactor
+#    test
+#    perf
+#    build
+#    revert
+#    chore
+#    ...
+# - scope:
+#    OP
+#    API,
+#    Memory
+#    Utils
+#    ControlFlow
+#    ...
+# - subject:
+#    start with verb (such as 'change'), 50-character line
+#
+# body: 72-character wrapped. This should answer:
+# * Why was this change necessary?
+# * How does it address the problem?
+# * Are there any side effects?
+#
+# footer:
+# - Include a link to the issue.
+# - BREAKING CHANGE

.gitignore

@@ -156,4 +156,5 @@ download/
 release_mudnn_*/
 torch_musa/version.py
 
-
+# integration data root
+tests/integration/data/

.musa_dependencies

@@ -0,0 +1,4 @@
+musatoolkits-2023-09-13
+muAlg_dev-0.3.0
+muSPARSE_dev0.1.0
+muThrust_dev-0.3.0

.pre-commit-config.yaml

@@ -0,0 +1,24 @@
+repos:
+  - repo: https://github.com/cheshirekow/cmake-format-precommit
+    rev: v0.6.13
+    hooks:
+      - id: cmake-format
+  # Using this mirror lets us use mypyc-compiled black, which is about 2x faster
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 24.2.0
+    hooks:
+      - id: black
+        exclude: benchmark/operator_benchmark
+  - repo: local
+    hooks:
+      - id: pylint
+        name: pylint
+        entry: pylint
+        language: system
+        types: [python]
+        args: [
+            "-rn", # Only display messages
+            "-sn", # Don't display the score
+            "--rcfile=./tools/lint/pylintrc", # Link to your config file
+            "--load-plugins=pylint.extensions.docparams", # Load an extension
+          ]