code: def qn_15x5():
      config = [
          JasperEncoderConfig(
              filters=256,
              repeat=1,
              kernel=[33],
              stride=[2],
              dilation=[1],
              dropout=0.0,
              residual=False,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=256,
              repeat=5,
              kernel=[33],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=256,
              repeat=5,
              kernel=[33],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=256,
              repeat=5,
              kernel=[33],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=256,
              repeat=5,
              kernel=[39],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=256,
              repeat=5,
              kernel=[39],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=256,
              repeat=5,
              kernel=[39],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[51],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[51],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[51],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[63],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[63],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[63],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[75],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[75],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=5,
              kernel=[75],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=True,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=512,
              repeat=1,
              kernel=[87],
              stride=[1],
              dilation=[2],
              dropout=0.0,
              residual=False,
              groups=1,
              separable=True,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
          JasperEncoderConfig(
              filters=1024,
              repeat=1,
              kernel=[1],
              stride=[1],
              dilation=[1],
              dropout=0.0,
              residual=False,
              groups=1,
              separable=False,
              heads=-1,
              residual_mode="add",
              residual_dense=False,
              se=False,
              se_reduction_ratio=8,
              se_context_size=-1,
              se_interpolation_mode="nearest",
              kernel_size_factor=1.0,
              stride_last=False,
          ),
      ]
      return config
  
imports: from dataclasses import dataclass, field
  from typing import Any, Callable, List, Optional
  from omegaconf import MISSING
  from nemo.collections.asr.models.configs import asr_models_config
  from nemo.collections.asr.modules.audio_preprocessing import AudioToMelSpectrogramPreprocessorConfig, SpectrogramAugmentationConfig
  from nemo.collections.asr.modules.conv_asr import ConvASRDecoderConfig, ConvASREncoderConfig, JasperEncoderConfig
  from nemo.core.config import modelPT
label_desc: Use image node_id 1 for calling a global function with example usage: qn_15x5() and returns: config