| {".class": "MypyFile", "_fullname": "jax._src.custom_batching", "future_import_flags": [], "is_partial_stub_package": false, "is_stub": false, "names": {".class": "SymbolTable", "Callable": {".class": "SymbolTableNode", "cross_ref": "typing.Callable", "kind": "Gdef"}, "Optional": {".class": "SymbolTableNode", "cross_ref": "typing.Optional", "kind": "Gdef"}, "__annotations__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "jax._src.custom_batching.__annotations__", "name": "__annotations__", "type": {".class": "Instance", "args": ["builtins.str", {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.dict"}}}, "__doc__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "jax._src.custom_batching.__doc__", "name": "__doc__", "type": "builtins.str"}}, "__file__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "jax._src.custom_batching.__file__", "name": "__file__", "type": "builtins.str"}}, "__name__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "jax._src.custom_batching.__name__", "name": "__name__", "type": "builtins.str"}}, "__package__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "jax._src.custom_batching.__package__", "name": "__package__", "type": "builtins.str"}}, "ad": {".class": "SymbolTableNode", "cross_ref": "jax.interpreters.ad", "kind": "Gdef"}, "batching": {".class": "SymbolTableNode", "cross_ref": "jax.interpreters.batching", "kind": "Gdef"}, "call_rule": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 0], "arg_names": ["rule", "axis_size", "in_batched", "args"], "flags": [], "fullname": "jax._src.custom_batching.call_rule", "name": "call_rule", "type": null}}, "check_vmap_rule_trees": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 0], "arg_names": ["rule", "original_out_tree", "out_tree", "out_batched_tree"], "flags": [], "fullname": "jax._src.custom_batching.check_vmap_rule_trees", "name": "check_vmap_rule_trees", "type": null}}, "core": {".class": "SymbolTableNode", "cross_ref": "jax.core", "kind": "Gdef"}, "custom_api_util": {".class": "SymbolTableNode", "cross_ref": "jax._src.custom_api_util", "kind": "Gdef"}, "custom_vmap": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["builtins.object"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "jax._src.custom_batching.custom_vmap", "name": "custom_vmap", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "jax._src.custom_batching.custom_vmap", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "jax._src.custom_batching", "mro": ["jax._src.custom_batching.custom_vmap", "builtins.object"], "names": {".class": "SymbolTable", "__call__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Decorator", "func": {".class": "FuncDef", "arg_kinds": [0, 2, 4], "arg_names": ["self", "args", "kwargs"], "flags": ["is_decorated"], "fullname": "jax._src.custom_batching.custom_vmap.__call__", "name": "__call__", "type": null}, "is_overload": false, "var": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": null, "name": "__call__", "type": {".class": "CallableType", "arg_kinds": [0, 2, 4], "arg_names": ["self", "args", "kwargs"], "arg_types": ["jax._src.custom_batching.custom_vmap", {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": true, "is_ellipsis_args": false, "name": "__call__ of custom_vmap", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}}, "__getattr__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "jax._src.custom_batching.custom_vmap.__getattr__", "name": "__getattr__", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self_", "name"], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}], "bound_args": [], "def_extras": {"first_arg": null}, "fallback": "builtins.function", "from_concatenate": false, "implicit": true, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "fun"], "flags": [], "fullname": "jax._src.custom_batching.custom_vmap.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "fun"], "arg_types": ["jax._src.custom_batching.custom_vmap", {".class": "CallableType", "arg_kinds": [2, 4], "arg_names": [null, null], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": true, "name": null, "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, "type_guard": null, "variables": []}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of custom_vmap", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "def_vmap": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "vmap_rule"], "flags": [], "fullname": "jax._src.custom_batching.custom_vmap.def_vmap", "name": "def_vmap", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "vmap_rule"], "arg_types": ["jax._src.custom_batching.custom_vmap", {".class": "CallableType", "arg_kinds": [2, 4], "arg_names": [null, null], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": true, "name": null, "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, "type_guard": null, "variables": []}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "def_vmap of custom_vmap", "ret_type": {".class": "CallableType", "arg_kinds": [2, 4], "arg_names": [null, null], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": true, "name": null, "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, "type_guard": null, "variables": []}, "type_guard": null, "variables": []}}}, "fun": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "jax._src.custom_batching.custom_vmap.fun", "name": "fun", "type": {".class": "CallableType", "arg_kinds": [2, 4], "arg_names": [null, null], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": true, "name": null, "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, "type_guard": null, "variables": []}}}, "vmap_rule": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "jax._src.custom_batching.custom_vmap.vmap_rule", "name": "vmap_rule", "type": {".class": "UnionType", "items": [{".class": "CallableType", "arg_kinds": [2, 4], "arg_names": [null, null], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": true, "name": null, "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 4}, "type_guard": null, "variables": []}, {".class": "NoneType"}]}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "custom_vmap_abstract_eval": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [2, 3, 4], "arg_names": ["in_avals", "call", "_"], "flags": [], "fullname": "jax._src.custom_batching.custom_vmap_abstract_eval", "name": "custom_vmap_abstract_eval", "type": null}}, "custom_vmap_batching": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 3, 3, 3, 3], "arg_names": ["args_flat", "dims", "call", "rule", "in_tree", "out_tree"], "flags": [], "fullname": "jax._src.custom_batching.custom_vmap_batching", "name": "custom_vmap_batching", "type": null}}, "custom_vmap_impl": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [2, 3, 3, 3, 3], "arg_names": ["args", "call", "rule", "in_tree", "out_tree"], "flags": [], "fullname": "jax._src.custom_batching.custom_vmap_impl", "name": "custom_vmap_impl", "type": null}}, "custom_vmap_jvp": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 3, 3, 3, 3], "arg_names": ["primals", "tangents", "call", "rule", "in_tree", "out_tree"], "flags": [], "fullname": "jax._src.custom_batching.custom_vmap_jvp", "name": "custom_vmap_jvp", "type": null}}, "custom_vmap_p": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["has_explicit_value"], "fullname": "jax._src.custom_batching.custom_vmap_p", "name": "custom_vmap_p", "type": "jax.core.Primitive"}}, "ensure_list": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["xs"], "flags": [], "fullname": "jax._src.custom_batching.ensure_list", "name": "ensure_list", "type": null}}, "flatten_fun_nokwargs": {".class": "SymbolTableNode", "cross_ref": "jax._src.api_util.flatten_fun_nokwargs", "kind": "Gdef"}, "functools": {".class": "SymbolTableNode", "cross_ref": "functools", "kind": "Gdef"}, "jax": {".class": "SymbolTableNode", "cross_ref": "jax", "kind": "Gdef"}, "lu": {".class": "SymbolTableNode", "cross_ref": "jax.linear_util", "kind": "Gdef"}, "map": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["has_explicit_value"], "fullname": "jax._src.custom_batching.map", "name": "map", "type": {".class": "CallableType", "arg_kinds": [0, 2], "arg_names": ["f", "args"], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}], "bound_args": [], "def_extras": {"first_arg": null}, "fallback": "builtins.function", "from_concatenate": false, "implicit": true, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "maybe_bdim_at_front": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["x", "bdim"], "flags": [], "fullname": "jax._src.custom_batching.maybe_bdim_at_front", "name": "maybe_bdim_at_front", "type": null}}, "mlir": {".class": "SymbolTableNode", "cross_ref": "jax.interpreters.mlir", "kind": "Gdef"}, "not_mapped": {".class": "SymbolTableNode", "cross_ref": "jax.interpreters.batching.not_mapped", "kind": "Gdef"}, "operator": {".class": "SymbolTableNode", "cross_ref": "operator", "kind": "Gdef"}, "pe": {".class": "SymbolTableNode", "cross_ref": "jax.interpreters.partial_eval", "kind": "Gdef"}, "rule_name": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["rule"], "flags": [], "fullname": "jax._src.custom_batching.rule_name", "name": "rule_name", "type": null}}, "sequential_vmap": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["f"], "flags": [], "fullname": "jax._src.custom_batching.sequential_vmap", "name": "sequential_vmap", "type": null}}, "source_info_util": {".class": "SymbolTableNode", "cross_ref": "jax._src.source_info_util", "kind": "Gdef"}, "traceback_util": {".class": "SymbolTableNode", "cross_ref": "jax._src.traceback_util", "kind": "Gdef"}, "tree_flatten": {".class": "SymbolTableNode", "cross_ref": "jax._src.tree_util.tree_flatten", "kind": "Gdef"}, "tree_map": {".class": "SymbolTableNode", "cross_ref": "jax._src.tree_util.tree_map", "kind": "Gdef"}, "tree_merge": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["mask", "lhs_tree", "rhs_tree"], "flags": [], "fullname": "jax._src.custom_batching.tree_merge", "name": "tree_merge", "type": null}}, "tree_split": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["mask", "tree"], "flags": [], "fullname": "jax._src.custom_batching.tree_split", "name": "tree_split", "type": null}}, "tree_structure": {".class": "SymbolTableNode", "cross_ref": "jax._src.tree_util.tree_structure", "kind": "Gdef"}, "tree_unflatten": {".class": "SymbolTableNode", "cross_ref": "jax._src.tree_util.tree_unflatten", "kind": "Gdef"}, "treedef_tuple": {".class": "SymbolTableNode", "cross_ref": "jax._src.tree_util.treedef_tuple", "kind": "Gdef"}, "unsafe_map": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["has_explicit_value"], "fullname": "jax._src.custom_batching.unsafe_map", "name": "unsafe_map", "type": {".class": "Overloaded", "items": [{".class": "CallableType", "arg_kinds": [0, 0], "arg_names": [null, null], "arg_types": [{".class": "CallableType", "arg_kinds": [0], "arg_names": [null], "arg_types": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, "type_guard": null, "variables": []}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}], "def_extras": {"first_arg": "self"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": [null, null, null], "arg_types": [{".class": "CallableType", "arg_kinds": [0, 0], "arg_names": [null, null], "arg_types": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, "type_guard": null, "variables": []}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}], "def_extras": {"first_arg": "self"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0, 0], "arg_names": [null, null, null, null], "arg_types": [{".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": [null, null, null], "arg_types": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, "type_guard": null, "variables": []}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}], "def_extras": {"first_arg": "self"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0, 0, 0], "arg_names": [null, null, null, null, null], "arg_types": [{".class": "CallableType", "arg_kinds": [0, 0, 0, 0], "arg_names": [null, null, null, null], "arg_types": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, "type_guard": null, "variables": []}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}], "def_extras": {"first_arg": "self"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0, 0, 0, 0], "arg_names": [null, null, null, null, null, null], "arg_types": [{".class": "CallableType", "arg_kinds": [0, 0, 0, 0, 0], "arg_names": [null, null, null, null, null], "arg_types": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T5", "id": -5, "name": "_T5", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, "type_guard": null, "variables": []}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T5", "id": -5, "name": "_T5", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}], "def_extras": {"first_arg": "self"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T5", "id": -5, "name": "_T5", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0, 0, 0, 0, 0, 2], "arg_names": [null, null, null, null, null, null, null, "iterables"], "arg_types": [{".class": "CallableType", "arg_kinds": [2, 4], "arg_names": [null, null], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": true, "name": null, "ret_type": {".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}, "type_guard": null, "variables": []}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}], "def_extras": {"first_arg": "self"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "builtins.map"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._S", "id": 1, "name": "_S", "namespace": "builtins.map", "upper_bound": "builtins.object", "values": [], "variance": 0}]}]}}}, "unsafe_zip": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["has_explicit_value"], "fullname": "jax._src.custom_batching.unsafe_zip", "name": "unsafe_zip", "type": {".class": "Overloaded", "items": [{".class": "CallableType", "arg_kinds": [0], "arg_names": [null], "arg_types": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}], "type_ref": "builtins.zip"}], "def_extras": {"first_arg": "cls"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TupleType", "implicit": false, "items": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}], "type_ref": "builtins.zip"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": [null, null], "arg_types": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}], "type_ref": "builtins.zip"}], "def_extras": {"first_arg": "cls"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TupleType", "implicit": false, "items": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}], "type_ref": "builtins.zip"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": [null, null, null], "arg_types": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}], "type_ref": "builtins.zip"}], "def_extras": {"first_arg": "cls"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TupleType", "implicit": false, "items": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}], "type_ref": "builtins.zip"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0, 0], "arg_names": [null, null, null, null], "arg_types": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}], "type_ref": "builtins.zip"}], "def_extras": {"first_arg": "cls"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TupleType", "implicit": false, "items": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}], "type_ref": "builtins.zip"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0, 0, 0], "arg_names": [null, null, null, null, null], "arg_types": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T5", "id": -5, "name": "_T5", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}], "type_ref": "builtins.zip"}], "def_extras": {"first_arg": "cls"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "TupleType", "implicit": false, "items": [{".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T5", "id": -5, "name": "_T5", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}], "type_ref": "builtins.zip"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}, {".class": "TypeVarType", "fullname": "builtins._T1", "id": -1, "name": "_T1", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T2", "id": -2, "name": "_T2", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T3", "id": -3, "name": "_T3", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T4", "id": -4, "name": "_T4", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}, {".class": "TypeVarType", "fullname": "builtins._T5", "id": -5, "name": "_T5", "namespace": "", "upper_bound": "builtins.object", "values": [], "variance": 0}]}, {".class": "CallableType", "arg_kinds": [0, 0, 0, 0, 0, 0, 2], "arg_names": [null, null, null, null, null, null, "iterables"], "arg_types": [{".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}, {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "typing.Iterable"}], "bound_args": [{".class": "Instance", "args": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}], "type_ref": "builtins.zip"}], "def_extras": {"first_arg": "cls"}, "fallback": "abc.ABCMeta", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "Instance", "args": [{".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 2}], "type_ref": "builtins.tuple"}], "type_ref": "builtins.zip"}, "type_guard": null, "variables": [{".class": "TypeVarType", "fullname": "builtins._T_co", "id": 1, "name": "_T_co", "namespace": "builtins.zip", "upper_bound": "builtins.object", "values": [], "variance": 1}]}]}}}, "util": {".class": "SymbolTableNode", "cross_ref": "jax._src.util", "kind": "Gdef"}, "vmap_unrestricted": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "FuncDef", "arg_kinds": [0, 2, 3, 3, 3], "arg_names": ["f", "args", "in_axes", "axis_name", "axis_size"], "flags": [], "fullname": "jax._src.custom_batching.vmap_unrestricted", "name": "vmap_unrestricted", "type": {".class": "CallableType", "arg_kinds": [0, 2, 3, 3, 3], "arg_names": ["f", "args", "in_axes", "axis_name", "axis_size"], "arg_types": ["jax.linear_util.WrappedFun", {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}], "bound_args": [], "def_extras": {"first_arg": null}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "vmap_unrestricted", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "xla": {".class": "SymbolTableNode", "cross_ref": "jax.interpreters.xla", "kind": "Gdef"}, "zip": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["has_explicit_value"], "fullname": "jax._src.custom_batching.zip", "name": "zip", "type": {".class": "CallableType", "arg_kinds": [2], "arg_names": ["args"], "arg_types": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}], "bound_args": [], "def_extras": {"first_arg": null}, "fallback": "builtins.function", "from_concatenate": false, "implicit": true, "is_ellipsis_args": false, "name": null, "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}}, "path": "/home/patrick/hf/lib/python3.7/site-packages/jax/_src/custom_batching.py"} |