pytorch\_forecasting.metrics.distributions.MQF2DistributionLoss
===============================================================

.. currentmodule:: pytorch_forecasting.metrics.distributions

.. autoclass:: MQF2DistributionLoss

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~MQF2DistributionLoss.__abs__
      ~MQF2DistributionLoss.__add__
      ~MQF2DistributionLoss.__and__
      ~MQF2DistributionLoss.__call__
      ~MQF2DistributionLoss.__delattr__
      ~MQF2DistributionLoss.__dir__
      ~MQF2DistributionLoss.__eq__
      ~MQF2DistributionLoss.__floordiv__
      ~MQF2DistributionLoss.__format__
      ~MQF2DistributionLoss.__ge__
      ~MQF2DistributionLoss.__getattr__
      ~MQF2DistributionLoss.__getattribute__
      ~MQF2DistributionLoss.__getitem__
      ~MQF2DistributionLoss.__getnewargs__
      ~MQF2DistributionLoss.__getstate__
      ~MQF2DistributionLoss.__gt__
      ~MQF2DistributionLoss.__hash__
      ~MQF2DistributionLoss.__init_subclass__
      ~MQF2DistributionLoss.__inv__
      ~MQF2DistributionLoss.__invert__
      ~MQF2DistributionLoss.__le__
      ~MQF2DistributionLoss.__lt__
      ~MQF2DistributionLoss.__matmul__
      ~MQF2DistributionLoss.__mod__
      ~MQF2DistributionLoss.__mul__
      ~MQF2DistributionLoss.__ne__
      ~MQF2DistributionLoss.__neg__
      ~MQF2DistributionLoss.__new__
      ~MQF2DistributionLoss.__or__
      ~MQF2DistributionLoss.__pos__
      ~MQF2DistributionLoss.__pow__
      ~MQF2DistributionLoss.__radd__
      ~MQF2DistributionLoss.__rand__
      ~MQF2DistributionLoss.__reduce__
      ~MQF2DistributionLoss.__reduce_ex__
      ~MQF2DistributionLoss.__repr__
      ~MQF2DistributionLoss.__rfloordiv__
      ~MQF2DistributionLoss.__rmatmul__
      ~MQF2DistributionLoss.__rmod__
      ~MQF2DistributionLoss.__rmul__
      ~MQF2DistributionLoss.__ror__
      ~MQF2DistributionLoss.__rpow__
      ~MQF2DistributionLoss.__rsub__
      ~MQF2DistributionLoss.__rtruediv__
      ~MQF2DistributionLoss.__rxor__
      ~MQF2DistributionLoss.__setattr__
      ~MQF2DistributionLoss.__setstate__
      ~MQF2DistributionLoss.__sizeof__
      ~MQF2DistributionLoss.__str__
      ~MQF2DistributionLoss.__sub__
      ~MQF2DistributionLoss.__subclasshook__
      ~MQF2DistributionLoss.__truediv__
      ~MQF2DistributionLoss.__xor__
      ~MQF2DistributionLoss._apply
      ~MQF2DistributionLoss._call_impl
      ~MQF2DistributionLoss._copy_state_dict
      ~MQF2DistributionLoss._filter_kwargs
      ~MQF2DistributionLoss._forward_full_state_update
      ~MQF2DistributionLoss._forward_reduce_state_update
      ~MQF2DistributionLoss._get_backward_hooks
      ~MQF2DistributionLoss._get_backward_pre_hooks
      ~MQF2DistributionLoss._get_name
      ~MQF2DistributionLoss._load_from_state_dict
      ~MQF2DistributionLoss._maybe_warn_non_full_backward_hook
      ~MQF2DistributionLoss._move_list_states_to_cpu
      ~MQF2DistributionLoss._named_members
      ~MQF2DistributionLoss._plot
      ~MQF2DistributionLoss._reduce_states
      ~MQF2DistributionLoss._register_load_state_dict_pre_hook
      ~MQF2DistributionLoss._register_state_dict_hook
      ~MQF2DistributionLoss._replicate_for_data_parallel
      ~MQF2DistributionLoss._save_to_state_dict
      ~MQF2DistributionLoss._slow_forward
      ~MQF2DistributionLoss._sync_dist
      ~MQF2DistributionLoss._update_losses_and_lengths
      ~MQF2DistributionLoss._wrap_compute
      ~MQF2DistributionLoss._wrap_update
      ~MQF2DistributionLoss._wrapped_call_impl
      ~MQF2DistributionLoss.add_module
      ~MQF2DistributionLoss.add_state
      ~MQF2DistributionLoss.apply
      ~MQF2DistributionLoss.bfloat16
      ~MQF2DistributionLoss.buffers
      ~MQF2DistributionLoss.children
      ~MQF2DistributionLoss.clone
      ~MQF2DistributionLoss.compile
      ~MQF2DistributionLoss.compute
      ~MQF2DistributionLoss.cpu
      ~MQF2DistributionLoss.cuda
      ~MQF2DistributionLoss.double
      ~MQF2DistributionLoss.eval
      ~MQF2DistributionLoss.extra_repr
      ~MQF2DistributionLoss.float
      ~MQF2DistributionLoss.forward
      ~MQF2DistributionLoss.get_buffer
      ~MQF2DistributionLoss.get_extra_state
      ~MQF2DistributionLoss.get_parameter
      ~MQF2DistributionLoss.get_submodule
      ~MQF2DistributionLoss.half
      ~MQF2DistributionLoss.ipu
      ~MQF2DistributionLoss.load_state_dict
      ~MQF2DistributionLoss.loss
      ~MQF2DistributionLoss.map_x_to_distribution
      ~MQF2DistributionLoss.mask_losses
      ~MQF2DistributionLoss.merge_state
      ~MQF2DistributionLoss.modules
      ~MQF2DistributionLoss.mtia
      ~MQF2DistributionLoss.named_buffers
      ~MQF2DistributionLoss.named_children
      ~MQF2DistributionLoss.named_modules
      ~MQF2DistributionLoss.named_parameters
      ~MQF2DistributionLoss.parameters
      ~MQF2DistributionLoss.persistent
      ~MQF2DistributionLoss.plot
      ~MQF2DistributionLoss.reduce_loss
      ~MQF2DistributionLoss.register_backward_hook
      ~MQF2DistributionLoss.register_buffer
      ~MQF2DistributionLoss.register_forward_hook
      ~MQF2DistributionLoss.register_forward_pre_hook
      ~MQF2DistributionLoss.register_full_backward_hook
      ~MQF2DistributionLoss.register_full_backward_pre_hook
      ~MQF2DistributionLoss.register_load_state_dict_post_hook
      ~MQF2DistributionLoss.register_load_state_dict_pre_hook
      ~MQF2DistributionLoss.register_module
      ~MQF2DistributionLoss.register_parameter
      ~MQF2DistributionLoss.register_state_dict_post_hook
      ~MQF2DistributionLoss.register_state_dict_pre_hook
      ~MQF2DistributionLoss.requires_grad_
      ~MQF2DistributionLoss.rescale_parameters
      ~MQF2DistributionLoss.reset
      ~MQF2DistributionLoss.sample
      ~MQF2DistributionLoss.set_dtype
      ~MQF2DistributionLoss.set_extra_state
      ~MQF2DistributionLoss.set_submodule
      ~MQF2DistributionLoss.share_memory
      ~MQF2DistributionLoss.state_dict
      ~MQF2DistributionLoss.sync
      ~MQF2DistributionLoss.sync_context
      ~MQF2DistributionLoss.to
      ~MQF2DistributionLoss.to_empty
      ~MQF2DistributionLoss.to_prediction
      ~MQF2DistributionLoss.to_quantiles
      ~MQF2DistributionLoss.train
      ~MQF2DistributionLoss.type
      ~MQF2DistributionLoss.unsync
      ~MQF2DistributionLoss.update
      ~MQF2DistributionLoss.xpu
      ~MQF2DistributionLoss.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~MQF2DistributionLoss.T_destination
      ~MQF2DistributionLoss.__abstractmethods__
      ~MQF2DistributionLoss.__annotations__
      ~MQF2DistributionLoss.__dict__
      ~MQF2DistributionLoss.__doc__
      ~MQF2DistributionLoss.__iter__
      ~MQF2DistributionLoss.__jit_ignored_attributes__
      ~MQF2DistributionLoss.__jit_unused_properties__
      ~MQF2DistributionLoss.__module__
      ~MQF2DistributionLoss.__slots__
      ~MQF2DistributionLoss.__weakref__
      ~MQF2DistributionLoss._abc_impl
      ~MQF2DistributionLoss._compiled_call_impl
      ~MQF2DistributionLoss._update_called
      ~MQF2DistributionLoss._version
      ~MQF2DistributionLoss.call_super_init
      ~MQF2DistributionLoss.device
      ~MQF2DistributionLoss.dtype
      ~MQF2DistributionLoss.dump_patches
      ~MQF2DistributionLoss.eps
      ~MQF2DistributionLoss.full_state_update
      ~MQF2DistributionLoss.higher_is_better
      ~MQF2DistributionLoss.is_differentiable
      ~MQF2DistributionLoss.is_energy_score
      ~MQF2DistributionLoss.metric_state
      ~MQF2DistributionLoss.plot_legend_name
      ~MQF2DistributionLoss.plot_lower_bound
      ~MQF2DistributionLoss.plot_upper_bound
      ~MQF2DistributionLoss.update_called
      ~MQF2DistributionLoss.update_count
      ~MQF2DistributionLoss.distribution_class
      ~MQF2DistributionLoss.distribution_arguments
      ~MQF2DistributionLoss.training
      ~MQF2DistributionLoss._parameters
      ~MQF2DistributionLoss._buffers
      ~MQF2DistributionLoss._non_persistent_buffers_set
      ~MQF2DistributionLoss._backward_pre_hooks
      ~MQF2DistributionLoss._backward_hooks
      ~MQF2DistributionLoss._is_full_backward_hook
      ~MQF2DistributionLoss._forward_hooks
      ~MQF2DistributionLoss._forward_hooks_with_kwargs
      ~MQF2DistributionLoss._forward_hooks_always_called
      ~MQF2DistributionLoss._forward_pre_hooks
      ~MQF2DistributionLoss._forward_pre_hooks_with_kwargs
      ~MQF2DistributionLoss._state_dict_hooks
      ~MQF2DistributionLoss._load_state_dict_pre_hooks
      ~MQF2DistributionLoss._state_dict_pre_hooks
      ~MQF2DistributionLoss._load_state_dict_post_hooks
      ~MQF2DistributionLoss._modules