pytorch\_forecasting.metrics.point.MASE
=======================================

.. currentmodule:: pytorch_forecasting.metrics.point

.. autoclass:: MASE

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~MASE.__abs__
      ~MASE.__add__
      ~MASE.__and__
      ~MASE.__call__
      ~MASE.__delattr__
      ~MASE.__dir__
      ~MASE.__eq__
      ~MASE.__floordiv__
      ~MASE.__format__
      ~MASE.__ge__
      ~MASE.__getattr__
      ~MASE.__getattribute__
      ~MASE.__getitem__
      ~MASE.__getnewargs__
      ~MASE.__getstate__
      ~MASE.__gt__
      ~MASE.__hash__
      ~MASE.__init_subclass__
      ~MASE.__inv__
      ~MASE.__invert__
      ~MASE.__le__
      ~MASE.__lt__
      ~MASE.__matmul__
      ~MASE.__mod__
      ~MASE.__mul__
      ~MASE.__ne__
      ~MASE.__neg__
      ~MASE.__new__
      ~MASE.__or__
      ~MASE.__pos__
      ~MASE.__pow__
      ~MASE.__radd__
      ~MASE.__rand__
      ~MASE.__reduce__
      ~MASE.__reduce_ex__
      ~MASE.__repr__
      ~MASE.__rfloordiv__
      ~MASE.__rmatmul__
      ~MASE.__rmod__
      ~MASE.__rmul__
      ~MASE.__ror__
      ~MASE.__rpow__
      ~MASE.__rsub__
      ~MASE.__rtruediv__
      ~MASE.__rxor__
      ~MASE.__setattr__
      ~MASE.__setstate__
      ~MASE.__sizeof__
      ~MASE.__str__
      ~MASE.__sub__
      ~MASE.__subclasshook__
      ~MASE.__truediv__
      ~MASE.__xor__
      ~MASE._apply
      ~MASE._call_impl
      ~MASE._copy_state_dict
      ~MASE._filter_kwargs
      ~MASE._forward_full_state_update
      ~MASE._forward_reduce_state_update
      ~MASE._get_backward_hooks
      ~MASE._get_backward_pre_hooks
      ~MASE._get_name
      ~MASE._load_from_state_dict
      ~MASE._maybe_warn_non_full_backward_hook
      ~MASE._move_list_states_to_cpu
      ~MASE._named_members
      ~MASE._plot
      ~MASE._reduce_states
      ~MASE._register_load_state_dict_pre_hook
      ~MASE._register_state_dict_hook
      ~MASE._replicate_for_data_parallel
      ~MASE._save_to_state_dict
      ~MASE._slow_forward
      ~MASE._sync_dist
      ~MASE._update_losses_and_lengths
      ~MASE._wrap_compute
      ~MASE._wrap_update
      ~MASE._wrapped_call_impl
      ~MASE.add_module
      ~MASE.add_state
      ~MASE.apply
      ~MASE.bfloat16
      ~MASE.buffers
      ~MASE.calculate_scaling
      ~MASE.children
      ~MASE.clone
      ~MASE.compile
      ~MASE.compute
      ~MASE.cpu
      ~MASE.cuda
      ~MASE.double
      ~MASE.eval
      ~MASE.extra_repr
      ~MASE.float
      ~MASE.forward
      ~MASE.get_buffer
      ~MASE.get_extra_state
      ~MASE.get_parameter
      ~MASE.get_submodule
      ~MASE.half
      ~MASE.ipu
      ~MASE.load_state_dict
      ~MASE.loss
      ~MASE.mask_losses
      ~MASE.merge_state
      ~MASE.modules
      ~MASE.mtia
      ~MASE.named_buffers
      ~MASE.named_children
      ~MASE.named_modules
      ~MASE.named_parameters
      ~MASE.parameters
      ~MASE.persistent
      ~MASE.plot
      ~MASE.reduce_loss
      ~MASE.register_backward_hook
      ~MASE.register_buffer
      ~MASE.register_forward_hook
      ~MASE.register_forward_pre_hook
      ~MASE.register_full_backward_hook
      ~MASE.register_full_backward_pre_hook
      ~MASE.register_load_state_dict_post_hook
      ~MASE.register_load_state_dict_pre_hook
      ~MASE.register_module
      ~MASE.register_parameter
      ~MASE.register_state_dict_post_hook
      ~MASE.register_state_dict_pre_hook
      ~MASE.requires_grad_
      ~MASE.rescale_parameters
      ~MASE.reset
      ~MASE.set_dtype
      ~MASE.set_extra_state
      ~MASE.set_submodule
      ~MASE.share_memory
      ~MASE.state_dict
      ~MASE.sync
      ~MASE.sync_context
      ~MASE.to
      ~MASE.to_empty
      ~MASE.to_prediction
      ~MASE.to_quantiles
      ~MASE.train
      ~MASE.type
      ~MASE.unsync
      ~MASE.update
      ~MASE.xpu
      ~MASE.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~MASE.T_destination
      ~MASE.__abstractmethods__
      ~MASE.__annotations__
      ~MASE.__dict__
      ~MASE.__doc__
      ~MASE.__iter__
      ~MASE.__jit_ignored_attributes__
      ~MASE.__jit_unused_properties__
      ~MASE.__module__
      ~MASE.__slots__
      ~MASE.__weakref__
      ~MASE._abc_impl
      ~MASE._compiled_call_impl
      ~MASE._update_called
      ~MASE._version
      ~MASE.call_super_init
      ~MASE.device
      ~MASE.dtype
      ~MASE.dump_patches
      ~MASE.full_state_update
      ~MASE.higher_is_better
      ~MASE.is_differentiable
      ~MASE.metric_state
      ~MASE.plot_legend_name
      ~MASE.plot_lower_bound
      ~MASE.plot_upper_bound
      ~MASE.update_called
      ~MASE.update_count
      ~MASE.training
      ~MASE._parameters
      ~MASE._buffers
      ~MASE._non_persistent_buffers_set
      ~MASE._backward_pre_hooks
      ~MASE._backward_hooks
      ~MASE._is_full_backward_hook
      ~MASE._forward_hooks
      ~MASE._forward_hooks_with_kwargs
      ~MASE._forward_hooks_always_called
      ~MASE._forward_pre_hooks
      ~MASE._forward_pre_hooks_with_kwargs
      ~MASE._state_dict_hooks
      ~MASE._load_state_dict_pre_hooks
      ~MASE._state_dict_pre_hooks
      ~MASE._load_state_dict_post_hooks
      ~MASE._modules