dmx.compressor.modeling.nn.torch\_modules.ReLU6
===============================================

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

.. autoclass:: ReLU6

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~ReLU6.__init__
      ~ReLU6.add_module
      ~ReLU6.align_device
      ~ReLU6.apply
      ~ReLU6.approx_forward
      ~ReLU6.approximator_wrapper
      ~ReLU6.bfloat16
      ~ReLU6.buffers
      ~ReLU6.calibrating_quantizers
      ~ReLU6.calibrating_smoothquant
      ~ReLU6.check_format_dim_consistency
      ~ReLU6.check_input_format_dim_consistency
      ~ReLU6.check_residual_format_dim_consistency
      ~ReLU6.check_sparseness_dim_consistency
      ~ReLU6.check_weight_format_dim_consistency
      ~ReLU6.children
      ~ReLU6.compile
      ~ReLU6.configure
      ~ReLU6.count_flops
      ~ReLU6.counting_flops
      ~ReLU6.cpu
      ~ReLU6.cuda
      ~ReLU6.dmx_config
      ~ReLU6.double
      ~ReLU6.enable_approximation_function_tuning
      ~ReLU6.enable_flop_counter
      ~ReLU6.enable_optimal_brain_compression
      ~ReLU6.enable_quantizer_calib
      ~ReLU6.enable_smoothquant_calib
      ~ReLU6.eval
      ~ReLU6.extra_repr
      ~ReLU6.float
      ~ReLU6.fold_weight_and_bias
      ~ReLU6.forward
      ~ReLU6.from_raw
      ~ReLU6.get_buffer
      ~ReLU6.get_extra_state
      ~ReLU6.get_parameter
      ~ReLU6.get_submodule
      ~ReLU6.half
      ~ReLU6.infer_ch_axis
      ~ReLU6.init_casts
      ~ReLU6.init_smoothquant
      ~ReLU6.init_sparsifier
      ~ReLU6.ipu
      ~ReLU6.load_state_dict
      ~ReLU6.load_state_dict_and_register_url
      ~ReLU6.measuring_runtime
      ~ReLU6.modules
      ~ReLU6.monitoring
      ~ReLU6.mtia
      ~ReLU6.named_buffers
      ~ReLU6.named_children
      ~ReLU6.named_modules
      ~ReLU6.named_parameters
      ~ReLU6.optimal_brain_compressing
      ~ReLU6.parameters
      ~ReLU6.register_backward_hook
      ~ReLU6.register_buffer
      ~ReLU6.register_forward_hook
      ~ReLU6.register_forward_pre_hook
      ~ReLU6.register_full_backward_hook
      ~ReLU6.register_full_backward_pre_hook
      ~ReLU6.register_load_state_dict_post_hook
      ~ReLU6.register_load_state_dict_pre_hook
      ~ReLU6.register_module
      ~ReLU6.register_parameter
      ~ReLU6.register_state_dict_post_hook
      ~ReLU6.register_state_dict_pre_hook
      ~ReLU6.requires_grad_
      ~ReLU6.save_state_dict_and_register_url
      ~ReLU6.set_extra_state
      ~ReLU6.set_submodule
      ~ReLU6.share_memory
      ~ReLU6.slanc_tuning
      ~ReLU6.state_dict
      ~ReLU6.to
      ~ReLU6.to_compiler_graph
      ~ReLU6.to_empty
      ~ReLU6.train
      ~ReLU6.transform
      ~ReLU6.tuning_approximation_function
      ~ReLU6.type
      ~ReLU6.update_params_with_raw
      ~ReLU6.update_smoothquant_scale
      ~ReLU6.xpu
      ~ReLU6.zero_flop_counter
      ~ReLU6.zero_grad
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~ReLU6.T_destination
      ~ReLU6.accum_format
      ~ReLU6.approximation_function
      ~ReLU6.bias_format
      ~ReLU6.bops
      ~ReLU6.call_super_init
      ~ReLU6.dump_patches
      ~ReLU6.effective_weight
      ~ReLU6.flop_counter
      ~ReLU6.flop_counter_enabled
      ~ReLU6.flops
      ~ReLU6.functional_forward
      ~ReLU6.input_formats
      ~ReLU6.input_precision
      ~ReLU6.is_compound
      ~ReLU6.last_input_shape
      ~ReLU6.last_output_shape
      ~ReLU6.multiplier_format
      ~ReLU6.output_formats
      ~ReLU6.plugins
      ~ReLU6.residual_format
      ~ReLU6.weight_elem_count
      ~ReLU6.weight_format
      ~ReLU6.weight_hypernet
      ~ReLU6.weight_precision
      ~ReLU6.weight_scale
      ~ReLU6.weight_size_in_bytes
      ~ReLU6.weight_sparseness
      ~ReLU6.weight_storage_format
      ~ReLU6.weight_storage_precision
      ~ReLU6.weight_storage_scale
      ~ReLU6.weight_storage_zero_point
      ~ReLU6.weight_zero_point
      ~ReLU6.min_val
      ~ReLU6.max_val
      ~ReLU6.inplace
      ~ReLU6.training