{".class": "MypyFile", "_fullname": "torch.nn.modules.pooling", "future_import_flags": [], "is_partial_stub_package": false, "is_stub": false, "names": {".class": "SymbolTable", "AdaptiveAvgPool1d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AdaptiveAvgPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool1d", "name": "AdaptiveAvgPool1d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool1d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AdaptiveAvgPool1d", "torch.nn.modules.pooling._AdaptiveAvgPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool1d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AdaptiveAvgPool1d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AdaptiveAvgPool1d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "output_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool1d.output_size", "name": "output_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "AdaptiveAvgPool2d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AdaptiveAvgPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool2d", "name": "AdaptiveAvgPool2d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool2d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AdaptiveAvgPool2d", "torch.nn.modules.pooling._AdaptiveAvgPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool2d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AdaptiveAvgPool2d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AdaptiveAvgPool2d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "output_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool2d.output_size", "name": "output_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_opt_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "AdaptiveAvgPool3d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AdaptiveAvgPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool3d", "name": "AdaptiveAvgPool3d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool3d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AdaptiveAvgPool3d", "torch.nn.modules.pooling._AdaptiveAvgPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool3d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AdaptiveAvgPool3d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AdaptiveAvgPool3d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "output_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AdaptiveAvgPool3d.output_size", "name": "output_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_opt_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "AdaptiveMaxPool1d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AdaptiveMaxPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool1d", "name": "AdaptiveMaxPool1d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool1d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AdaptiveMaxPool1d", "torch.nn.modules.pooling._AdaptiveMaxPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool1d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AdaptiveMaxPool1d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AdaptiveMaxPool1d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "output_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool1d.output_size", "name": "output_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "AdaptiveMaxPool2d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AdaptiveMaxPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool2d", "name": "AdaptiveMaxPool2d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool2d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AdaptiveMaxPool2d", "torch.nn.modules.pooling._AdaptiveMaxPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool2d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AdaptiveMaxPool2d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AdaptiveMaxPool2d", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "output_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool2d.output_size", "name": "output_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_opt_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "AdaptiveMaxPool3d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AdaptiveMaxPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool3d", "name": "AdaptiveMaxPool3d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool3d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AdaptiveMaxPool3d", "torch.nn.modules.pooling._AdaptiveMaxPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool3d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AdaptiveMaxPool3d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AdaptiveMaxPool3d", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "output_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AdaptiveMaxPool3d.output_size", "name": "output_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_opt_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "AvgPool1d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AvgPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AvgPool1d", "name": "AvgPool1d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool1d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AvgPool1d", "torch.nn.modules.pooling._AvgPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding", "ceil_mode", "count_include_pad"], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool1d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding", "ceil_mode", "count_include_pad"], "arg_types": ["torch.nn.modules.pooling.AvgPool1d", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "TupleType", "implicit": false, "items": ["builtins.int"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}, "builtins.bool", "builtins.bool"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of AvgPool1d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "ceil_mode": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool1d.ceil_mode", "name": "ceil_mode", "type": "builtins.bool"}}, "count_include_pad": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool1d.count_include_pad", "name": "count_include_pad", "type": "builtins.bool"}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool1d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AvgPool1d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AvgPool1d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool1d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool1d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool1d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "AvgPool2d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AvgPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AvgPool2d", "name": "AvgPool2d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool2d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AvgPool2d", "torch.nn.modules.pooling._AvgPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling.AvgPool2d.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding", "ceil_mode", "count_include_pad", "divisor_override"], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool2d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding", "ceil_mode", "count_include_pad", "divisor_override"], "arg_types": ["torch.nn.modules.pooling.AvgPool2d", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "TupleType", "implicit": false, "items": ["builtins.int", "builtins.int"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}, "builtins.bool", "builtins.bool", {".class": "UnionType", "items": ["builtins.int", {".class": "NoneType"}]}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of AvgPool2d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "ceil_mode": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool2d.ceil_mode", "name": "ceil_mode", "type": "builtins.bool"}}, "count_include_pad": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool2d.count_include_pad", "name": "count_include_pad", "type": "builtins.bool"}}, "divisor_override": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool2d.divisor_override", "name": "divisor_override", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "NoneType"}]}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool2d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AvgPool2d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AvgPool2d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool2d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool2d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool2d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "AvgPool3d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._AvgPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.AvgPool3d", "name": "AvgPool3d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool3d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.AvgPool3d", "torch.nn.modules.pooling._AvgPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling.AvgPool3d.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding", "ceil_mode", "count_include_pad", "divisor_override"], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool3d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding", "ceil_mode", "count_include_pad", "divisor_override"], "arg_types": ["torch.nn.modules.pooling.AvgPool3d", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "TupleType", "implicit": false, "items": ["builtins.int", "builtins.int", "builtins.int"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}, "builtins.bool", "builtins.bool", {".class": "UnionType", "items": ["builtins.int", {".class": "NoneType"}]}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of AvgPool3d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "__setstate__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "d"], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool3d.__setstate__", "name": "__setstate__", "type": null}}, "ceil_mode": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool3d.ceil_mode", "name": "ceil_mode", "type": "builtins.bool"}}, "count_include_pad": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool3d.count_include_pad", "name": "count_include_pad", "type": "builtins.bool"}}, "divisor_override": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool3d.divisor_override", "name": "divisor_override", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "NoneType"}]}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.AvgPool3d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.AvgPool3d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of AvgPool3d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool3d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool3d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.AvgPool3d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "F": {".class": "SymbolTableNode", "cross_ref": "torch.nn.functional", "kind": "Gdef"}, "FractionalMaxPool2d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.module.Module"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d", "name": "FractionalMaxPool2d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.FractionalMaxPool2d", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "output_size", "output_ratio", "return_indices", "_random_samples"], "flags": [], "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "output_size", "output_ratio", "return_indices", "_random_samples"], "arg_types": ["torch.nn.modules.pooling.FractionalMaxPool2d", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "TupleType", "implicit": false, "items": ["builtins.int", "builtins.int"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, {".class": "UnionType", "items": ["builtins.float", {".class": "TupleType", "implicit": false, "items": ["builtins.float", "builtins.float"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, "builtins.bool", {".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": false, "is_ellipsis_args": false, "name": "__init__ of FractionalMaxPool2d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.FractionalMaxPool2d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of FractionalMaxPool2d", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "output_ratio": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d.output_ratio", "name": "output_ratio", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._ratio_2_t"}}}, "output_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d.output_size", "name": "output_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "return_indices": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool2d.return_indices", "name": "return_indices", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "FractionalMaxPool3d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.module.Module"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d", "name": "FractionalMaxPool3d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.FractionalMaxPool3d", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "output_size", "output_ratio", "return_indices", "_random_samples"], "flags": [], "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "output_size", "output_ratio", "return_indices", "_random_samples"], "arg_types": ["torch.nn.modules.pooling.FractionalMaxPool3d", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "TupleType", "implicit": false, "items": ["builtins.int", "builtins.int", "builtins.int"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, {".class": "UnionType", "items": ["builtins.float", {".class": "TupleType", "implicit": false, "items": ["builtins.float", "builtins.float", "builtins.float"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, "builtins.bool", {".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": false, "is_ellipsis_args": false, "name": "__init__ of FractionalMaxPool3d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.FractionalMaxPool3d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of FractionalMaxPool3d", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "output_ratio": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d.output_ratio", "name": "output_ratio", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._ratio_3_t"}}}, "output_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d.output_size", "name": "output_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "return_indices": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.FractionalMaxPool3d.return_indices", "name": "return_indices", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "LPPool1d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._LPPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.LPPool1d", "name": "LPPool1d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.LPPool1d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.LPPool1d", "torch.nn.modules.pooling._LPPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.LPPool1d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.LPPool1d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of LPPool1d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.LPPool1d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.LPPool1d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "LPPool2d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._LPPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.LPPool2d", "name": "LPPool2d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.LPPool2d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.LPPool2d", "torch.nn.modules.pooling._LPPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.LPPool2d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.LPPool2d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of LPPool2d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.LPPool2d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.LPPool2d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "List": {".class": "SymbolTableNode", "cross_ref": "typing.List", "kind": "Gdef"}, "MaxPool1d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._MaxPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.MaxPool1d", "name": "MaxPool1d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.MaxPool1d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.MaxPool1d", "torch.nn.modules.pooling._MaxPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "dilation": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool1d.dilation", "name": "dilation", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxPool1d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.MaxPool1d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of MaxPool1d", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool1d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool1d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool1d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MaxPool2d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._MaxPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.MaxPool2d", "name": "MaxPool2d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.MaxPool2d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.MaxPool2d", "torch.nn.modules.pooling._MaxPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "dilation": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool2d.dilation", "name": "dilation", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxPool2d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.MaxPool2d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of MaxPool2d", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool2d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool2d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool2d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MaxPool3d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._MaxPoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.MaxPool3d", "name": "MaxPool3d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.MaxPool3d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.MaxPool3d", "torch.nn.modules.pooling._MaxPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "dilation": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool3d.dilation", "name": "dilation", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxPool3d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "input"], "arg_types": ["torch.nn.modules.pooling.MaxPool3d", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of MaxPool3d", "ret_type": {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool3d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool3d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxPool3d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MaxUnpool1d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._MaxUnpoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.MaxUnpool1d", "name": "MaxUnpool1d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool1d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.MaxUnpool1d", "torch.nn.modules.pooling._MaxUnpoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool1d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding"], "arg_types": ["torch.nn.modules.pooling.MaxUnpool1d", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "TupleType", "implicit": false, "items": ["builtins.int"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of MaxUnpool1d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 1], "arg_names": ["self", "input", "indices", "output_size"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool1d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 1], "arg_names": ["self", "input", "indices", "output_size"], "arg_types": ["torch.nn.modules.pooling.MaxUnpool1d", "torch._tensor.Tensor", "torch._tensor.Tensor", {".class": "UnionType", "items": [{".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.list"}, {".class": "NoneType"}]}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of MaxUnpool1d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool1d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool1d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool1d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_1_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MaxUnpool2d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._MaxUnpoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.MaxUnpool2d", "name": "MaxUnpool2d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool2d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.MaxUnpool2d", "torch.nn.modules.pooling._MaxUnpoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool2d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding"], "arg_types": ["torch.nn.modules.pooling.MaxUnpool2d", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "TupleType", "implicit": false, "items": ["builtins.int", "builtins.int"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of MaxUnpool2d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 1], "arg_names": ["self", "input", "indices", "output_size"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool2d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 1], "arg_names": ["self", "input", "indices", "output_size"], "arg_types": ["torch.nn.modules.pooling.MaxUnpool2d", "torch._tensor.Tensor", "torch._tensor.Tensor", {".class": "UnionType", "items": [{".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.list"}, {".class": "NoneType"}]}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of MaxUnpool2d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool2d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool2d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool2d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_2_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MaxUnpool3d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.pooling._MaxUnpoolNd"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling.MaxUnpool3d", "name": "MaxUnpool3d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool3d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling.MaxUnpool3d", "torch.nn.modules.pooling._MaxUnpoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool3d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding"], "arg_types": ["torch.nn.modules.pooling.MaxUnpool3d", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "TupleType", "implicit": false, "items": ["builtins.int", "builtins.int", "builtins.int"], "partial_fallback": {".class": "Instance", "args": [{".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 6}], "type_ref": "builtins.tuple"}}, {".class": "NoneType"}]}, {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of MaxUnpool3d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 1], "arg_names": ["self", "input", "indices", "output_size"], "flags": [], "fullname": "torch.nn.modules.pooling.MaxUnpool3d.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 1], "arg_names": ["self", "input", "indices", "output_size"], "arg_types": ["torch.nn.modules.pooling.MaxUnpool3d", "torch._tensor.Tensor", "torch._tensor.Tensor", {".class": "UnionType", "items": [{".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.list"}, {".class": "NoneType"}]}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "forward of MaxUnpool3d", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool3d.kernel_size", "name": "kernel_size", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "padding": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool3d.padding", "name": "padding", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}, "stride": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling.MaxUnpool3d.stride", "name": "stride", "type": {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_3_t"}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "Module": {".class": "SymbolTableNode", "cross_ref": "torch.nn.modules.module.Module", "kind": "Gdef"}, "Optional": {".class": "SymbolTableNode", "cross_ref": "typing.Optional", "kind": "Gdef"}, "Tensor": {".class": "SymbolTableNode", "cross_ref": "torch._tensor.Tensor", "kind": "Gdef"}, "_AdaptiveAvgPoolNd": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.module.Module"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling._AdaptiveAvgPoolNd", "name": "_AdaptiveAvgPoolNd", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling._AdaptiveAvgPoolNd", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling._AdaptiveAvgPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling._AdaptiveAvgPoolNd.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0], "arg_names": ["self", "output_size"], "flags": [], "fullname": "torch.nn.modules.pooling._AdaptiveAvgPoolNd.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0], "arg_names": ["self", "output_size"], "arg_types": ["torch.nn.modules.pooling._AdaptiveAvgPoolNd", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_any_opt_t"}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of _AdaptiveAvgPoolNd", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "extra_repr": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["self"], "flags": [], "fullname": "torch.nn.modules.pooling._AdaptiveAvgPoolNd.extra_repr", "name": "extra_repr", "type": {".class": "CallableType", "arg_kinds": [0], "arg_names": ["self"], "arg_types": ["torch.nn.modules.pooling._AdaptiveAvgPoolNd"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "extra_repr of _AdaptiveAvgPoolNd", "ret_type": "builtins.str", "type_guard": null, "variables": []}}}, "output_size": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling._AdaptiveAvgPoolNd.output_size", "name": "output_size", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "NoneType"}, {".class": "Instance", "args": [{".class": "UnionType", "items": ["builtins.int", {".class": "NoneType"}]}], "type_ref": "builtins.tuple"}]}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "_AdaptiveMaxPoolNd": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.module.Module"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling._AdaptiveMaxPoolNd", "name": "_AdaptiveMaxPoolNd", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling._AdaptiveMaxPoolNd", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling._AdaptiveMaxPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling._AdaptiveMaxPoolNd.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1], "arg_names": ["self", "output_size", "return_indices"], "flags": [], "fullname": "torch.nn.modules.pooling._AdaptiveMaxPoolNd.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1], "arg_names": ["self", "output_size", "return_indices"], "arg_types": ["torch.nn.modules.pooling._AdaptiveMaxPoolNd", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_any_opt_t"}, "builtins.bool"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of _AdaptiveMaxPoolNd", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "extra_repr": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["self"], "flags": [], "fullname": "torch.nn.modules.pooling._AdaptiveMaxPoolNd.extra_repr", "name": "extra_repr", "type": {".class": "CallableType", "arg_kinds": [0], "arg_names": ["self"], "arg_types": ["torch.nn.modules.pooling._AdaptiveMaxPoolNd"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "extra_repr of _AdaptiveMaxPoolNd", "ret_type": "builtins.str", "type_guard": null, "variables": []}}}, "output_size": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling._AdaptiveMaxPoolNd.output_size", "name": "output_size", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "NoneType"}, {".class": "Instance", "args": [{".class": "UnionType", "items": ["builtins.int", {".class": "NoneType"}]}], "type_ref": "builtins.tuple"}]}}}, "return_indices": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling._AdaptiveMaxPoolNd.return_indices", "name": "return_indices", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "_AvgPoolNd": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.module.Module"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling._AvgPoolNd", "name": "_AvgPoolNd", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling._AvgPoolNd", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling._AvgPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling._AvgPoolNd.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "extra_repr": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["self"], "flags": [], "fullname": "torch.nn.modules.pooling._AvgPoolNd.extra_repr", "name": "extra_repr", "type": {".class": "CallableType", "arg_kinds": [0], "arg_names": ["self"], "arg_types": ["torch.nn.modules.pooling._AvgPoolNd"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "extra_repr of _AvgPoolNd", "ret_type": "builtins.str", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "_LPPoolNd": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.module.Module"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling._LPPoolNd", "name": "_LPPoolNd", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling._LPPoolNd", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling._LPPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling._LPPoolNd.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 1, 1], "arg_names": ["self", "norm_type", "kernel_size", "stride", "ceil_mode"], "flags": [], "fullname": "torch.nn.modules.pooling._LPPoolNd.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 1, 1], "arg_names": ["self", "norm_type", "kernel_size", "stride", "ceil_mode"], "arg_types": ["torch.nn.modules.pooling._LPPoolNd", "builtins.float", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_any_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.tuple"}, {".class": "NoneType"}]}, "builtins.bool"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of _LPPoolNd", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "ceil_mode": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling._LPPoolNd.ceil_mode", "name": "ceil_mode", "type": "builtins.bool"}}, "extra_repr": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["self"], "flags": [], "fullname": "torch.nn.modules.pooling._LPPoolNd.extra_repr", "name": "extra_repr", "type": {".class": "CallableType", "arg_kinds": [0], "arg_names": ["self"], "arg_types": ["torch.nn.modules.pooling._LPPoolNd"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "extra_repr of _LPPoolNd", "ret_type": "builtins.str", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling._LPPoolNd.kernel_size", "name": "kernel_size", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.tuple"}]}}}, "norm_type": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling._LPPoolNd.norm_type", "name": "norm_type", "type": "builtins.float"}}, "stride": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling._LPPoolNd.stride", "name": "stride", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.tuple"}, {".class": "NoneType"}]}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "_MaxPoolNd": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.module.Module"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling._MaxPoolNd", "name": "_MaxPoolNd", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling._MaxPoolNd", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling._MaxPoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__constants__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "has_explicit_value"], "fullname": "torch.nn.modules.pooling._MaxPoolNd.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 1, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding", "dilation", "return_indices", "ceil_mode"], "flags": [], "fullname": "torch.nn.modules.pooling._MaxPoolNd.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 0, 1, 1, 1, 1, 1], "arg_names": ["self", "kernel_size", "stride", "padding", "dilation", "return_indices", "ceil_mode"], "arg_types": ["torch.nn.modules.pooling._MaxPoolNd", {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_any_t"}, {".class": "UnionType", "items": ["builtins.int", {".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.tuple"}, {".class": "NoneType"}]}, {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_any_t"}, {".class": "TypeAliasType", "args": [], "type_ref": "torch.nn.common_types._size_any_t"}, "builtins.bool", "builtins.bool"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of _MaxPoolNd", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "ceil_mode": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling._MaxPoolNd.ceil_mode", "name": "ceil_mode", "type": "builtins.bool"}}, "dilation": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling._MaxPoolNd.dilation", "name": "dilation", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.tuple"}]}}}, "extra_repr": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["self"], "flags": [], "fullname": "torch.nn.modules.pooling._MaxPoolNd.extra_repr", "name": "extra_repr", "type": {".class": "CallableType", "arg_kinds": [0], "arg_names": ["self"], "arg_types": ["torch.nn.modules.pooling._MaxPoolNd"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "extra_repr of _MaxPoolNd", "ret_type": "builtins.str", "type_guard": null, "variables": []}}}, "kernel_size": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling._MaxPoolNd.kernel_size", "name": "kernel_size", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.tuple"}]}}}, "padding": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling._MaxPoolNd.padding", "name": "padding", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.tuple"}]}}}, "return_indices": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.pooling._MaxPoolNd.return_indices", "name": "return_indices", "type": "builtins.bool"}}, "stride": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.pooling._MaxPoolNd.stride", "name": "stride", "type": {".class": "UnionType", "items": ["builtins.int", {".class": "Instance", "args": ["builtins.int"], "type_ref": "builtins.tuple"}]}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "_MaxUnpoolNd": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.module.Module"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.pooling._MaxUnpoolNd", "name": "_MaxUnpoolNd", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.pooling._MaxUnpoolNd", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.pooling", "mro": ["torch.nn.modules.pooling._MaxUnpoolNd", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "extra_repr": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0], "arg_names": ["self"], "flags": [], "fullname": "torch.nn.modules.pooling._MaxUnpoolNd.extra_repr", "name": "extra_repr", "type": {".class": "CallableType", "arg_kinds": [0], "arg_names": ["self"], "arg_types": ["torch.nn.modules.pooling._MaxUnpoolNd"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "extra_repr of _MaxUnpoolNd", "ret_type": "builtins.str", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "__annotations__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "torch.nn.modules.pooling.__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": "torch.nn.modules.pooling.__doc__", "name": "__doc__", "type": "builtins.str"}}, "__file__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "torch.nn.modules.pooling.__file__", "name": "__file__", "type": "builtins.str"}}, "__name__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "torch.nn.modules.pooling.__name__", "name": "__name__", "type": "builtins.str"}}, "__package__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "torch.nn.modules.pooling.__package__", "name": "__package__", "type": "builtins.str"}}, "_pair": {".class": "SymbolTableNode", "cross_ref": "torch.nn.modules.utils._pair", "kind": "Gdef"}, "_ratio_2_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._ratio_2_t", "kind": "Gdef"}, "_ratio_3_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._ratio_3_t", "kind": "Gdef"}, "_single": {".class": "SymbolTableNode", "cross_ref": "torch.nn.modules.utils._single", "kind": "Gdef"}, "_size_1_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._size_1_t", "kind": "Gdef"}, "_size_2_opt_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._size_2_opt_t", "kind": "Gdef"}, "_size_2_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._size_2_t", "kind": "Gdef"}, "_size_3_opt_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._size_3_opt_t", "kind": "Gdef"}, "_size_3_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._size_3_t", "kind": "Gdef"}, "_size_any_opt_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._size_any_opt_t", "kind": "Gdef"}, "_size_any_t": {".class": "SymbolTableNode", "cross_ref": "torch.nn.common_types._size_any_t", "kind": "Gdef"}, "_triple": {".class": "SymbolTableNode", "cross_ref": "torch.nn.modules.utils._triple", "kind": "Gdef"}}, "path": "/home/patrick/hf/lib/python3.7/site-packages/torch/nn/modules/pooling.py"}