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

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

.. autoclass:: ReLU

   
   .. automethod:: __init__

   
   .. rubric:: Methods

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

   
   
   .. rubric:: Attributes

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