| {".class": "MypyFile", "_fullname": "torch.nn.modules.loss", "future_import_flags": [], "is_partial_stub_package": false, "is_stub": false, "names": {".class": "SymbolTable", "BCELoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._WeightedLoss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.BCELoss", "name": "BCELoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.BCELoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.BCELoss", "torch.nn.modules.loss._WeightedLoss", "torch.nn.modules.loss._Loss", "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.loss.BCELoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.BCELoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.BCELoss", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}, {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of BCELoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.BCELoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.BCELoss", "torch._tensor.Tensor", "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 BCELoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "BCEWithLogitsLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.BCEWithLogitsLoss", "name": "BCEWithLogitsLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.BCEWithLogitsLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.BCEWithLogitsLoss", "torch.nn.modules.loss._Loss", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "reduce", "reduction", "pos_weight"], "flags": [], "fullname": "torch.nn.modules.loss.BCEWithLogitsLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "reduce", "reduction", "pos_weight"], "arg_types": ["torch.nn.modules.loss.BCEWithLogitsLoss", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}, {".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}, "builtins.str", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of BCEWithLogitsLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.BCEWithLogitsLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.BCEWithLogitsLoss", "torch._tensor.Tensor", "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 BCEWithLogitsLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "pos_weight": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": ["explicit_self_type", "is_ready"], "fullname": "torch.nn.modules.loss.BCEWithLogitsLoss.pos_weight", "name": "pos_weight", "type": {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}}}, "weight": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": ["explicit_self_type", "is_ready"], "fullname": "torch.nn.modules.loss.BCEWithLogitsLoss.weight", "name": "weight", "type": {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "CTCLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.CTCLoss", "name": "CTCLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.CTCLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.CTCLoss", "torch.nn.modules.loss._Loss", "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.loss.CTCLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "blank", "reduction", "zero_infinity"], "flags": [], "fullname": "torch.nn.modules.loss.CTCLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "blank", "reduction", "zero_infinity"], "arg_types": ["torch.nn.modules.loss.CTCLoss", "builtins.int", "builtins.str", "builtins.bool"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of CTCLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "blank": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.CTCLoss.blank", "name": "blank", "type": "builtins.int"}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 0, 0], "arg_names": ["self", "log_probs", "targets", "input_lengths", "target_lengths"], "flags": [], "fullname": "torch.nn.modules.loss.CTCLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 0, 0], "arg_names": ["self", "log_probs", "targets", "input_lengths", "target_lengths"], "arg_types": ["torch.nn.modules.loss.CTCLoss", "torch._tensor.Tensor", "torch._tensor.Tensor", "torch._tensor.Tensor", "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 CTCLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "zero_infinity": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.CTCLoss.zero_infinity", "name": "zero_infinity", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "Callable": {".class": "SymbolTableNode", "cross_ref": "typing.Callable", "kind": "Gdef"}, "CosineEmbeddingLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.CosineEmbeddingLoss", "name": "CosineEmbeddingLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.CosineEmbeddingLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.CosineEmbeddingLoss", "torch.nn.modules.loss._Loss", "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.loss.CosineEmbeddingLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "margin", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.CosineEmbeddingLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "margin", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.CosineEmbeddingLoss", "builtins.float", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of CosineEmbeddingLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "input1", "input2", "target"], "flags": [], "fullname": "torch.nn.modules.loss.CosineEmbeddingLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "input1", "input2", "target"], "arg_types": ["torch.nn.modules.loss.CosineEmbeddingLoss", "torch._tensor.Tensor", "torch._tensor.Tensor", "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 CosineEmbeddingLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "margin": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.CosineEmbeddingLoss.margin", "name": "margin", "type": "builtins.float"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "CrossEntropyLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._WeightedLoss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.CrossEntropyLoss", "name": "CrossEntropyLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.CrossEntropyLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.CrossEntropyLoss", "torch.nn.modules.loss._WeightedLoss", "torch.nn.modules.loss._Loss", "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.loss.CrossEntropyLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "ignore_index", "reduce", "reduction", "label_smoothing"], "flags": [], "fullname": "torch.nn.modules.loss.CrossEntropyLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "ignore_index", "reduce", "reduction", "label_smoothing"], "arg_types": ["torch.nn.modules.loss.CrossEntropyLoss", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "builtins.int", {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "builtins.str", "builtins.float"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of CrossEntropyLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.CrossEntropyLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.CrossEntropyLoss", "torch._tensor.Tensor", "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 CrossEntropyLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "ignore_index": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.CrossEntropyLoss.ignore_index", "name": "ignore_index", "type": "builtins.int"}}, "label_smoothing": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.CrossEntropyLoss.label_smoothing", "name": "label_smoothing", "type": "builtins.float"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "F": {".class": "SymbolTableNode", "cross_ref": "torch.nn.functional", "kind": "Gdef"}, "GaussianNLLLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.GaussianNLLLoss", "name": "GaussianNLLLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.GaussianNLLLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.GaussianNLLLoss", "torch.nn.modules.loss._Loss", "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.loss.GaussianNLLLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 5, 5, 5], "arg_names": ["self", "full", "eps", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.GaussianNLLLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 5, 5, 5], "arg_names": ["self", "full", "eps", "reduction"], "arg_types": ["torch.nn.modules.loss.GaussianNLLLoss", "builtins.bool", "builtins.float", "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of GaussianNLLLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "eps": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.GaussianNLLLoss.eps", "name": "eps", "type": "builtins.float"}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "input", "target", "var"], "flags": [], "fullname": "torch.nn.modules.loss.GaussianNLLLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "input", "target", "var"], "arg_types": ["torch.nn.modules.loss.GaussianNLLLoss", "torch._tensor.Tensor", "torch._tensor.Tensor", "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 GaussianNLLLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "full": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.GaussianNLLLoss.full", "name": "full", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "HingeEmbeddingLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.HingeEmbeddingLoss", "name": "HingeEmbeddingLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.HingeEmbeddingLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.HingeEmbeddingLoss", "torch.nn.modules.loss._Loss", "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.loss.HingeEmbeddingLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "margin", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.HingeEmbeddingLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "margin", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.HingeEmbeddingLoss", "builtins.float", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of HingeEmbeddingLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.HingeEmbeddingLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.HingeEmbeddingLoss", "torch._tensor.Tensor", "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 HingeEmbeddingLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "margin": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.HingeEmbeddingLoss.margin", "name": "margin", "type": "builtins.float"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "HuberLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.HuberLoss", "name": "HuberLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.HuberLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.HuberLoss", "torch.nn.modules.loss._Loss", "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.loss.HuberLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1], "arg_names": ["self", "reduction", "delta"], "flags": [], "fullname": "torch.nn.modules.loss.HuberLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1], "arg_names": ["self", "reduction", "delta"], "arg_types": ["torch.nn.modules.loss.HuberLoss", "builtins.str", "builtins.float"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of HuberLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "delta": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.loss.HuberLoss.delta", "name": "delta", "type": "builtins.float"}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.HuberLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.HuberLoss", "torch._tensor.Tensor", "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 HuberLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "KLDivLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.KLDivLoss", "name": "KLDivLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.KLDivLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.KLDivLoss", "torch.nn.modules.loss._Loss", "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.loss.KLDivLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction", "log_target"], "flags": [], "fullname": "torch.nn.modules.loss.KLDivLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction", "log_target"], "arg_types": ["torch.nn.modules.loss.KLDivLoss", {".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}, "builtins.str", "builtins.bool"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of KLDivLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.KLDivLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.KLDivLoss", "torch._tensor.Tensor", "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 KLDivLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "log_target": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.loss.KLDivLoss.log_target", "name": "log_target", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "L1Loss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.L1Loss", "name": "L1Loss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.L1Loss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.L1Loss", "torch.nn.modules.loss._Loss", "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.loss.L1Loss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.L1Loss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.L1Loss", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of L1Loss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.L1Loss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.L1Loss", "torch._tensor.Tensor", "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 L1Loss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MSELoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.MSELoss", "name": "MSELoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.MSELoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.MSELoss", "torch.nn.modules.loss._Loss", "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.loss.MSELoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.MSELoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.MSELoss", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of MSELoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.MSELoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.MSELoss", "torch._tensor.Tensor", "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 MSELoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MarginRankingLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.MarginRankingLoss", "name": "MarginRankingLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.MarginRankingLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.MarginRankingLoss", "torch.nn.modules.loss._Loss", "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.loss.MarginRankingLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "margin", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.MarginRankingLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "margin", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.MarginRankingLoss", "builtins.float", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of MarginRankingLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "input1", "input2", "target"], "flags": [], "fullname": "torch.nn.modules.loss.MarginRankingLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "input1", "input2", "target"], "arg_types": ["torch.nn.modules.loss.MarginRankingLoss", "torch._tensor.Tensor", "torch._tensor.Tensor", "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 MarginRankingLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "margin": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.MarginRankingLoss.margin", "name": "margin", "type": "builtins.float"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "Module": {".class": "SymbolTableNode", "cross_ref": "torch.nn.modules.module.Module", "kind": "Gdef"}, "MultiLabelMarginLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.MultiLabelMarginLoss", "name": "MultiLabelMarginLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.MultiLabelMarginLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.MultiLabelMarginLoss", "torch.nn.modules.loss._Loss", "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.loss.MultiLabelMarginLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.MultiLabelMarginLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.MultiLabelMarginLoss", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of MultiLabelMarginLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.MultiLabelMarginLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.MultiLabelMarginLoss", "torch._tensor.Tensor", "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 MultiLabelMarginLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MultiLabelSoftMarginLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._WeightedLoss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.MultiLabelSoftMarginLoss", "name": "MultiLabelSoftMarginLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.MultiLabelSoftMarginLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.MultiLabelSoftMarginLoss", "torch.nn.modules.loss._WeightedLoss", "torch.nn.modules.loss._Loss", "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.loss.MultiLabelSoftMarginLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.MultiLabelSoftMarginLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.MultiLabelSoftMarginLoss", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}, {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of MultiLabelSoftMarginLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.MultiLabelSoftMarginLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.MultiLabelSoftMarginLoss", "torch._tensor.Tensor", "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 MultiLabelSoftMarginLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "MultiMarginLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._WeightedLoss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.MultiMarginLoss", "name": "MultiMarginLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.MultiMarginLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.MultiMarginLoss", "torch.nn.modules.loss._WeightedLoss", "torch.nn.modules.loss._Loss", "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.loss.MultiMarginLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1, 1, 1], "arg_names": ["self", "p", "margin", "weight", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.MultiMarginLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1, 1, 1], "arg_names": ["self", "p", "margin", "weight", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.MultiMarginLoss", "builtins.int", "builtins.float", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}, {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of MultiMarginLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.MultiMarginLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.MultiMarginLoss", "torch._tensor.Tensor", "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 MultiMarginLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "margin": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.MultiMarginLoss.margin", "name": "margin", "type": "builtins.float"}}, "p": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.MultiMarginLoss.p", "name": "p", "type": "builtins.int"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "NLLLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._WeightedLoss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.NLLLoss", "name": "NLLLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.NLLLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.NLLLoss", "torch.nn.modules.loss._WeightedLoss", "torch.nn.modules.loss._Loss", "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.loss.NLLLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "ignore_index", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.NLLLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "ignore_index", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.NLLLoss", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "builtins.int", {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of NLLLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.NLLLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.NLLLoss", "torch._tensor.Tensor", "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 NLLLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "ignore_index": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.NLLLoss.ignore_index", "name": "ignore_index", "type": "builtins.int"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "NLLLoss2d": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss.NLLLoss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.NLLLoss2d", "name": "NLLLoss2d", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.NLLLoss2d", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.NLLLoss2d", "torch.nn.modules.loss.NLLLoss", "torch.nn.modules.loss._WeightedLoss", "torch.nn.modules.loss._Loss", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "ignore_index", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.NLLLoss2d.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "ignore_index", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.NLLLoss2d", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}, {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "builtins.int", {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of NLLLoss2d", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "Optional": {".class": "SymbolTableNode", "cross_ref": "typing.Optional", "kind": "Gdef"}, "PairwiseDistance": {".class": "SymbolTableNode", "cross_ref": "torch.nn.modules.distance.PairwiseDistance", "kind": "Gdef"}, "PoissonNLLLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.PoissonNLLLoss", "name": "PoissonNLLLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.PoissonNLLLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.PoissonNLLLoss", "torch.nn.modules.loss._Loss", "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.loss.PoissonNLLLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1, 1, 1], "arg_names": ["self", "log_input", "full", "size_average", "eps", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.PoissonNLLLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1, 1, 1], "arg_names": ["self", "log_input", "full", "size_average", "eps", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.PoissonNLLLoss", "builtins.bool", "builtins.bool", {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "builtins.float", {".class": "AnyType", "missing_import_name": null, "source_any": null, "type_of_any": 1}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of PoissonNLLLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "eps": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.PoissonNLLLoss.eps", "name": "eps", "type": "builtins.float"}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "log_input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.PoissonNLLLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "log_input", "target"], "arg_types": ["torch.nn.modules.loss.PoissonNLLLoss", "torch._tensor.Tensor", "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 PoissonNLLLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "full": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.PoissonNLLLoss.full", "name": "full", "type": "builtins.bool"}}, "log_input": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.PoissonNLLLoss.log_input", "name": "log_input", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "SmoothL1Loss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.SmoothL1Loss", "name": "SmoothL1Loss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.SmoothL1Loss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.SmoothL1Loss", "torch.nn.modules.loss._Loss", "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.loss.SmoothL1Loss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction", "beta"], "flags": [], "fullname": "torch.nn.modules.loss.SmoothL1Loss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction", "beta"], "arg_types": ["torch.nn.modules.loss.SmoothL1Loss", {".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}, "builtins.str", "builtins.float"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of SmoothL1Loss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "beta": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": [], "fullname": "torch.nn.modules.loss.SmoothL1Loss.beta", "name": "beta", "type": "builtins.float"}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.SmoothL1Loss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.SmoothL1Loss", "torch._tensor.Tensor", "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 SmoothL1Loss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "SoftMarginLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.SoftMarginLoss", "name": "SoftMarginLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.SoftMarginLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.SoftMarginLoss", "torch.nn.modules.loss._Loss", "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.loss.SoftMarginLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.SoftMarginLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.SoftMarginLoss", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of SoftMarginLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "flags": [], "fullname": "torch.nn.modules.loss.SoftMarginLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0], "arg_names": ["self", "input", "target"], "arg_types": ["torch.nn.modules.loss.SoftMarginLoss", "torch._tensor.Tensor", "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 SoftMarginLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "Tensor": {".class": "SymbolTableNode", "cross_ref": "torch._tensor.Tensor", "kind": "Gdef"}, "TripletMarginLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.TripletMarginLoss", "name": "TripletMarginLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.TripletMarginLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.TripletMarginLoss", "torch.nn.modules.loss._Loss", "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.loss.TripletMarginLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1, 1, 1, 1], "arg_names": ["self", "margin", "p", "eps", "swap", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.TripletMarginLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1, 1, 1, 1], "arg_names": ["self", "margin", "p", "eps", "swap", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss.TripletMarginLoss", "builtins.float", "builtins.float", "builtins.float", "builtins.bool", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of TripletMarginLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "eps": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.TripletMarginLoss.eps", "name": "eps", "type": "builtins.float"}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "anchor", "positive", "negative"], "flags": [], "fullname": "torch.nn.modules.loss.TripletMarginLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "anchor", "positive", "negative"], "arg_types": ["torch.nn.modules.loss.TripletMarginLoss", "torch._tensor.Tensor", "torch._tensor.Tensor", "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 TripletMarginLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "margin": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.TripletMarginLoss.margin", "name": "margin", "type": "builtins.float"}}, "p": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.TripletMarginLoss.p", "name": "p", "type": "builtins.float"}}, "swap": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.TripletMarginLoss.swap", "name": "swap", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "TripletMarginWithDistanceLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss.TripletMarginWithDistanceLoss", "name": "TripletMarginWithDistanceLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss.TripletMarginWithDistanceLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss.TripletMarginWithDistanceLoss", "torch.nn.modules.loss._Loss", "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.loss.TripletMarginWithDistanceLoss.__constants__", "name": "__constants__", "type": {".class": "Instance", "args": ["builtins.str"], "type_ref": "builtins.list"}}}, "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 5, 5, 5, 5], "arg_names": ["self", "distance_function", "margin", "swap", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss.TripletMarginWithDistanceLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 5, 5, 5, 5], "arg_names": ["self", "distance_function", "margin", "swap", "reduction"], "arg_types": ["torch.nn.modules.loss.TripletMarginWithDistanceLoss", {".class": "UnionType", "items": [{".class": "CallableType", "arg_kinds": [0, 0], "arg_names": [null, null], "arg_types": ["torch._tensor.Tensor", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}, {".class": "NoneType"}]}, "builtins.float", "builtins.bool", "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of TripletMarginWithDistanceLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "distance_function": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": ["explicit_self_type", "is_ready"], "fullname": "torch.nn.modules.loss.TripletMarginWithDistanceLoss.distance_function", "name": "distance_function", "type": {".class": "UnionType", "items": [{".class": "CallableType", "arg_kinds": [0, 0], "arg_names": [null, null], "arg_types": ["torch._tensor.Tensor", "torch._tensor.Tensor"], "bound_args": [], "def_extras": {}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": null, "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}, {".class": "NoneType"}]}}}, "forward": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "anchor", "positive", "negative"], "flags": [], "fullname": "torch.nn.modules.loss.TripletMarginWithDistanceLoss.forward", "name": "forward", "type": {".class": "CallableType", "arg_kinds": [0, 0, 0, 0], "arg_names": ["self", "anchor", "positive", "negative"], "arg_types": ["torch.nn.modules.loss.TripletMarginWithDistanceLoss", "torch._tensor.Tensor", "torch._tensor.Tensor", "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 TripletMarginWithDistanceLoss", "ret_type": "torch._tensor.Tensor", "type_guard": null, "variables": []}}}, "margin": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.TripletMarginWithDistanceLoss.margin", "name": "margin", "type": "builtins.float"}}, "swap": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss.TripletMarginWithDistanceLoss.swap", "name": "swap", "type": "builtins.bool"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "_Loss": {".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.loss._Loss", "name": "_Loss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss._Loss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss._Loss", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss._Loss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1], "arg_names": ["self", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss._Loss", {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of _Loss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "reduction": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "Var", "flags": ["is_initialized_in_class", "is_ready"], "fullname": "torch.nn.modules.loss._Loss.reduction", "name": "reduction", "type": "builtins.str"}}}, "slots": null, "tuple_type": null, "type_vars": [], "typeddict_type": null}}, "_Reduction": {".class": "SymbolTableNode", "cross_ref": "torch.nn._reduction", "kind": "Gdef"}, "_WeightedLoss": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "TypeInfo", "_promote": null, "abstract_attributes": [], "bases": ["torch.nn.modules.loss._Loss"], "declared_metaclass": null, "defn": {".class": "ClassDef", "fullname": "torch.nn.modules.loss._WeightedLoss", "name": "_WeightedLoss", "type_vars": []}, "deletable_attributes": [], "flags": [], "fullname": "torch.nn.modules.loss._WeightedLoss", "has_param_spec_type": false, "metaclass_type": null, "metadata": {}, "module_name": "torch.nn.modules.loss", "mro": ["torch.nn.modules.loss._WeightedLoss", "torch.nn.modules.loss._Loss", "torch.nn.modules.module.Module", "builtins.object"], "names": {".class": "SymbolTable", "__init__": {".class": "SymbolTableNode", "kind": "Mdef", "node": {".class": "FuncDef", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "reduce", "reduction"], "flags": [], "fullname": "torch.nn.modules.loss._WeightedLoss.__init__", "name": "__init__", "type": {".class": "CallableType", "arg_kinds": [0, 1, 1, 1, 1], "arg_names": ["self", "weight", "size_average", "reduce", "reduction"], "arg_types": ["torch.nn.modules.loss._WeightedLoss", {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}, {".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}, "builtins.str"], "bound_args": [], "def_extras": {"first_arg": "self"}, "fallback": "builtins.function", "from_concatenate": false, "implicit": false, "is_ellipsis_args": false, "name": "__init__ of _WeightedLoss", "ret_type": {".class": "NoneType"}, "type_guard": null, "variables": []}}}, "weight": {".class": "SymbolTableNode", "implicit": true, "kind": "Mdef", "node": {".class": "Var", "flags": ["explicit_self_type", "is_ready"], "fullname": "torch.nn.modules.loss._WeightedLoss.weight", "name": "weight", "type": {".class": "UnionType", "items": ["torch._tensor.Tensor", {".class": "NoneType"}]}}}}, "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.loss.__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.loss.__doc__", "name": "__doc__", "type": "builtins.str"}}, "__file__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "torch.nn.modules.loss.__file__", "name": "__file__", "type": "builtins.str"}}, "__name__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "torch.nn.modules.loss.__name__", "name": "__name__", "type": "builtins.str"}}, "__package__": {".class": "SymbolTableNode", "kind": "Gdef", "node": {".class": "Var", "flags": ["is_ready"], "fullname": "torch.nn.modules.loss.__package__", "name": "__package__", "type": "builtins.str"}}, "warnings": {".class": "SymbolTableNode", "cross_ref": "warnings", "kind": "Gdef"}}, "path": "/home/patrick/hf/lib/python3.7/site-packages/torch/nn/modules/loss.py"} |