dmx.compressor.modeling.nn.torch\_modules.Linear
================================================

.. currentmodule:: dmx.compressor.modeling.nn.torch_modules

.. autoclass:: Linear

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~Linear.__init__
      ~Linear.add_module
      ~Linear.align_device
      ~Linear.apply
      ~Linear.approx_forward
      ~Linear.approximator_wrapper
      ~Linear.bfloat16
      ~Linear.buffers
      ~Linear.calibrating_quantizers
      ~Linear.calibrating_smoothquant
      ~Linear.check_format_dim_consistency
      ~Linear.check_input_format_dim_consistency
      ~Linear.check_residual_format_dim_consistency
      ~Linear.check_sparseness_dim_consistency
      ~Linear.check_weight_format_dim_consistency
      ~Linear.children
      ~Linear.compile
      ~Linear.configure
      ~Linear.count_flops
      ~Linear.counting_flops
      ~Linear.cpu
      ~Linear.cuda
      ~Linear.dmx_config
      ~Linear.double
      ~Linear.enable_approximation_function_tuning
      ~Linear.enable_flop_counter
      ~Linear.enable_optimal_brain_compression
      ~Linear.enable_quantizer_calib
      ~Linear.enable_smoothquant_calib
      ~Linear.eval
      ~Linear.extra_repr
      ~Linear.float
      ~Linear.fold_weight_and_bias
      ~Linear.forward
      ~Linear.from_raw
      ~Linear.get_buffer
      ~Linear.get_extra_state
      ~Linear.get_parameter
      ~Linear.get_submodule
      ~Linear.half
      ~Linear.infer_ch_axis
      ~Linear.init_casts
      ~Linear.init_smoothquant
      ~Linear.init_sparsifier
      ~Linear.ipu
      ~Linear.load_state_dict
      ~Linear.load_state_dict_and_register_url
      ~Linear.measuring_runtime
      ~Linear.modules
      ~Linear.monitoring
      ~Linear.mtia
      ~Linear.named_buffers
      ~Linear.named_children
      ~Linear.named_modules
      ~Linear.named_parameters
      ~Linear.optimal_brain_compressing
      ~Linear.parameters
      ~Linear.register_backward_hook
      ~Linear.register_buffer
      ~Linear.register_forward_hook
      ~Linear.register_forward_pre_hook
      ~Linear.register_full_backward_hook
      ~Linear.register_full_backward_pre_hook
      ~Linear.register_load_state_dict_post_hook
      ~Linear.register_load_state_dict_pre_hook
      ~Linear.register_module
      ~Linear.register_parameter
      ~Linear.register_state_dict_post_hook
      ~Linear.register_state_dict_pre_hook
      ~Linear.requires_grad_
      ~Linear.reset_parameters
      ~Linear.save_state_dict_and_register_url
      ~Linear.set_extra_state
      ~Linear.set_submodule
      ~Linear.share_memory
      ~Linear.slanc_tuning
      ~Linear.state_dict
      ~Linear.to
      ~Linear.to_compiler_graph
      ~Linear.to_empty
      ~Linear.train
      ~Linear.transform
      ~Linear.tuning_approximation_function
      ~Linear.type
      ~Linear.update_params_with_raw
      ~Linear.update_smoothquant_scale
      ~Linear.xpu
      ~Linear.zero_flop_counter
      ~Linear.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~Linear.T_destination
      ~Linear.accum_format
      ~Linear.approximation_function
      ~Linear.bias_format
      ~Linear.bops
      ~Linear.call_super_init
      ~Linear.dump_patches
      ~Linear.effective_weight
      ~Linear.flop_counter
      ~Linear.flop_counter_enabled
      ~Linear.flops
      ~Linear.functional_forward
      ~Linear.input_formats
      ~Linear.input_precision
      ~Linear.is_compound
      ~Linear.last_input_shape
      ~Linear.last_output_shape
      ~Linear.multiplier_format
      ~Linear.output_formats
      ~Linear.plugins
      ~Linear.residual_format
      ~Linear.weight_elem_count
      ~Linear.weight_format
      ~Linear.weight_hypernet
      ~Linear.weight_precision
      ~Linear.weight_scale
      ~Linear.weight_size_in_bytes
      ~Linear.weight_sparseness
      ~Linear.weight_storage_format
      ~Linear.weight_storage_precision
      ~Linear.weight_storage_scale
      ~Linear.weight_storage_zero_point
      ~Linear.weight_zero_point
      ~Linear.in_features
      ~Linear.out_features
      ~Linear.weight
      ~Linear.training