pytorch\_forecasting.metrics.distributions.ImplicitQuantileNetworkDistributionLoss
==================================================================================

.. currentmodule:: pytorch_forecasting.metrics.distributions

.. autoclass:: ImplicitQuantileNetworkDistributionLoss

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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