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Elastic-AI.creator

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  • Creator
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  • Users Guide
  • Intermediate Representation
  • Ir2Torch and Torch2Ir
  • Ir2Vhdl
  • Plugin system
  • Hardware Function ID
  • Using the neural network accelerator
  • Builtin Plugins
    • Vhdl Plugins
      • Counter
      • Padding plugin
      • Shift Register Plugin
      • Sliding Window Plugin
      • Striding Shift Register
      • Skeleton
      • Lutron Plugin
      • Combinatorial Plugin
      • Grouped Filter
  • API Reference
    • elasticai.creator
      • elasticai.creator.testing
        • elasticai.creator.testing.cocotb_runner
      • elasticai.creator.nn
        • elasticai.creator.nn.float
        • elasticai.creator.nn.fixed_point
        • elasticai.creator.nn.sequential
        • elasticai.creator.nn.binary
        • elasticai.creator.nn.identity
        • elasticai.creator.nn.design_creator_module
      • elasticai.creator.vhdl
        • elasticai.creator.vhdl.base_template_generator
        • elasticai.creator.vhdl.shared_designs
        • elasticai.creator.vhdl.auto_wire_protocols
        • elasticai.creator.vhdl.system_integrations
        • elasticai.creator.vhdl.design
        • elasticai.creator.vhdl.code_generation
        • elasticai.creator.vhdl.simulated_layer
        • elasticai.creator.vhdl.ghdl_report_parsing
        • elasticai.creator.vhdl.skeleton_id
        • elasticai.creator.vhdl.hw_function_id
        • elasticai.creator.vhdl.ghdl_simulation
      • elasticai.creator.graph
      • elasticai.creator.ir_transforms
      • elasticai.creator.ir2vhdl
      • elasticai.creator.base_modules
        • elasticai.creator.base_modules.relu
        • elasticai.creator.base_modules.sigmoid
        • elasticai.creator.base_modules.lstm_cell
        • elasticai.creator.base_modules.torch_math_operations
        • elasticai.creator.base_modules.conv1d
        • elasticai.creator.base_modules.prelu
        • elasticai.creator.base_modules.hard_tanh
        • elasticai.creator.base_modules.linear
        • elasticai.creator.base_modules.tanh
        • elasticai.creator.base_modules.silu
        • elasticai.creator.base_modules.hard_sigmoid
        • elasticai.creator.base_modules.math_operations
        • elasticai.creator.base_modules.adaptable_silu
        • elasticai.creator.base_modules.identity
        • elasticai.creator.base_modules.lstm
      • elasticai.creator.torch2ir
      • elasticai.creator.ir
      • elasticai.creator.ir2verilog
      • elasticai.creator.file_generation
      • elasticai.creator.ir2torch
      • elasticai.creator.plugin
      • elasticai.creator.function_utils
      • elasticai.creator.hw_function_id
      • elasticai.creator.hw_accelerator_meta
      • elasticai.creator.template
      • elasticai.creator.generate_template
    • elasticai.creator_plugins.middleware
    • elasticai.creator_plugins.lutron
      • elasticai.creator_plugins.lutron.lutron
      • elasticai.creator_plugins.lutron.language
    • elasticai.creator_plugins.striding_shift_register
    • elasticai.creator_plugins.sliding_window
    • elasticai.creator_plugins.combinatorial
      • elasticai.creator_plugins.combinatorial.tests
        • elasticai.creator_plugins.combinatorial.tests.test_vhdl_nodes
        • elasticai.creator_plugins.combinatorial.tests.test_vhdl_implementation
        • elasticai.creator_plugins.combinatorial.tests.shift_register_test
        • elasticai.creator_plugins.combinatorial.tests.striding_shift_register_test
        • elasticai.creator_plugins.combinatorial.tests.wiring_test
      • elasticai.creator_plugins.combinatorial.vhdl_nodes
        • elasticai.creator_plugins.combinatorial.vhdl_nodes.unclocked_combinatorial
        • elasticai.creator_plugins.combinatorial.vhdl_nodes.sliding_window
        • elasticai.creator_plugins.combinatorial.vhdl_nodes.node_factory
        • elasticai.creator_plugins.combinatorial.vhdl_nodes.vhdl_node_wrapper
        • elasticai.creator_plugins.combinatorial.vhdl_nodes.shift_register
        • elasticai.creator_plugins.combinatorial.vhdl_nodes.clocked_combinatorial
        • elasticai.creator_plugins.combinatorial.vhdl_nodes.striding_shift_register
      • elasticai.creator_plugins.combinatorial.unclocked_combinatorial
      • elasticai.creator_plugins.combinatorial.language
      • elasticai.creator_plugins.combinatorial.clocked_combinatorial
      • elasticai.creator_plugins.combinatorial.wiring
      • elasticai.creator_plugins.combinatorial.combinatorial
    • elasticai.creator_plugins.shift_register
    • elasticai.creator_plugins.counter
    • elasticai.creator_plugins.grouped_filter
    • elasticai.creator_plugins.padding
    • elasticai.creator_plugins.time_multiplexed_sequential
      • elasticai.creator_plugins.time_multiplexed_sequential.tests
        • elasticai.creator_plugins.time_multiplexed_sequential.tests.test_lower
        • elasticai.creator_plugins.time_multiplexed_sequential.tests.test_lower_fn_with_sliding_window_input
        • elasticai.creator_plugins.time_multiplexed_sequential.tests.high_level_network
      • elasticai.creator_plugins.time_multiplexed_sequential.src
        • elasticai.creator_plugins.time_multiplexed_sequential.src.node_protocol
    • elasticai.creator_plugins.skeleton
      • elasticai.creator_plugins.skeleton.src
    • elasticai.creator_plugins.quantized_grads
      • elasticai.creator_plugins.quantized_grads.fixed_point
        • elasticai.creator_plugins.quantized_grads.fixed_point.module_quantization
        • elasticai.creator_plugins.quantized_grads.fixed_point.autograd
        • elasticai.creator_plugins.quantized_grads.fixed_point.two_complement_fixed_point_config
        • elasticai.creator_plugins.quantized_grads.fixed_point.quantize_to_fixed_point
        • elasticai.creator_plugins.quantized_grads.fixed_point.param_quantization
      • elasticai.creator_plugins.quantized_grads.base_modules
        • elasticai.creator_plugins.quantized_grads.base_modules.conv2d
        • elasticai.creator_plugins.quantized_grads.base_modules.conv1d
        • elasticai.creator_plugins.quantized_grads.base_modules.linear
        • elasticai.creator_plugins.quantized_grads.base_modules.batchnorm2d
      • elasticai.creator_plugins.quantized_grads.tests
        • elasticai.creator_plugins.quantized_grads.tests.two_complement_fixed_point_config_test
        • elasticai.creator_plugins.quantized_grads.tests.test_conv1d
        • elasticai.creator_plugins.quantized_grads.tests.test_batchnorm
        • elasticai.creator_plugins.quantized_grads.tests.test_linear
        • elasticai.creator_plugins.quantized_grads.tests.test_conv2d
        • elasticai.creator_plugins.quantized_grads.tests.fxpmodel_loss_optim_test
        • elasticai.creator_plugins.quantized_grads.tests.quantize_to_fixed_point_test
      • elasticai.creator_plugins.quantized_grads.quantized_optim
      • elasticai.creator_plugins.quantized_grads.identity_param_quantization
  • Creator
  • API Reference
  • elasticai.creator
  • elasticai.creator.base_modules
  • elasticai.creator.base_modules.prelu

elasticai.creator.base_modules.prelu#

Module Contents#

Classes#

PReLU

API#

class elasticai.creator.base_modules.prelu.PReLU(init: float = 0.25)[source]#

Bases: torch.nn.PReLU

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elasticai.creator.base_modules.hard_tanh
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      • PReLU

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