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zipformer-streaming-robust-sw-v4

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• "__torch__.zipformer.___torch_mangle_32.NonlinAttention",
• "__torch__.zipformer.___torch_mangle_15.FeedforwardModule",
• "__torch__.decoder.Decoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_14.Linear",
• "__torch__.zipformer.___torch_mangle_51.RelPositionMultiheadAttentionWeights",
• "__torch__.zipformer.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_62.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_35.Conv1d",
• "__torch__.torch.nn.modules.activation.Tanh",
• "__torch__.torch.nn.modules.linear.___torch_mangle_33.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_0.Conv2d",
• "__torch__.scaling.BiasNorm",
• "__torch__.torch.nn.modules.container.ModuleList",
• "__torch__.torch.nn.modules.conv.___torch_mangle_60.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_16.Linear",
• "__torch__.subsampling.Conv2dSubsampling",
• "__torch__.torch.nn.modules.linear.___torch_mangle_8.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_27.Linear",
• "__torch__.model.AsrModel",
• "__torch__.torch.nn.modules.activation.Sigmoid",
• "__torch__.torch.nn.modules.linear.___torch_mangle_11.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_9.Linear",
• "__torch__.scaling.ChunkCausalDepthwiseConv1d",
• "__torch__.scaling.ScheduledFloat",
• "__torch__.torch.nn.modules.linear.___torch_mangle_22.Linear",
• "__torch__.zipformer.___torch_mangle_55.Zipformer2EncoderLayer",
• "__torch__.zipformer.SimpleUpsample",
• "__torch__.torch.nn.modules.conv.___torch_mangle_42.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_23.Linear",
• "__torch__.scaling.___torch_mangle_5.ScheduledFloat",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_49.Linear",
• "__torch__.zipformer.___torch_mangle_45.Zipformer2EncoderLayer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_12.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_56.ModuleList",
• "__torch__.torch.nn.modules.linear.Linear",
• "__torch__.zipformer.SimpleDownsample",
• "__torch__.zipformer.___torch_mangle_6.BypassModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_7.Linear",
• "__torch__.torch.nn.modules.linear.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_10.Linear",
• "__torch__.torch.nn.modules.conv.Conv2d",
• "__torch__.scaling.Dropout2",
• "__torch__.zipformer.Zipformer2EncoderLayer",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3.Conv2d",
• "__torch__.zipformer.___torch_mangle_26.FeedforwardModule",
• "__torch__.torch.nn.modules.container.___torch_mangle_46.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_61.Linear",
• "__torch__.scaling.___torch_mangle_43.ChunkCausalDepthwiseConv1d",
• "__torch__.zipformer.SelfAttention",
• "__torch__.zipformer.___torch_mangle_40.Zipformer2Encoder",
• "torch.FloatStorage",
• "__torch__.zipformer.___torch_mangle_58.DownsampledZipformer2Encoder",
• "__torch__.torch.nn.modules.container.___torch_mangle_59.ModuleList",
• "__torch__.zipformer.___torch_mangle_54.SelfAttention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_41.Conv1d",
• "__torch__.zipformer.Zipformer2",
• "__torch__.torch.nn.modules.linear.___torch_mangle_50.Linear",
• "torch.jit._pickle.build_intlist",
• "__torch__.torch.nn.modules.conv.___torch_mangle_34.Conv1d",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.container.___torch_mangle_39.ModuleList",
• "__torch__.zipformer.___torch_mangle_13.FeedforwardModule",
• "__torch__.scaling.ActivationDropoutAndLinear",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.linear.___torch_mangle_25.Linear",
• "__torch__.zipformer.FeedforwardModule",
• "__torch__.zipformer.BypassModule",
• "__torch__.zipformer.___torch_mangle_44.ConvolutionModule",
• "__torch__.torch.nn.modules.container.Sequential",
• "__torch__.zipformer.RelPositionMultiheadAttentionWeights",
• "__torch__.torch.nn.modules.conv.Conv1d",
• "__torch__.zipformer.___torch_mangle_37.ConvolutionModule",
• "__torch__.StreamingEncoderModel",
• "__torch__.scaling.SwooshL",
• "__torch__.zipformer.___torch_mangle_28.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_29.Linear",
• "__torch__.scaling.___torch_mangle_36.ChunkCausalDepthwiseConv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_1.Conv2d",
• "__torch__.zipformer.CompactRelPositionalEncoding",
• "__torch__.torch.nn.modules.activation.LogSoftmax",
• "__torch__.zipformer.Zipformer2Encoder",
• "__torch__.joiner.Joiner",
• "__torch__.torch.nn.modules.conv.___torch_mangle_18.Conv1d",
• "__torch__.torch.nn.modules.sparse.Embedding",
• "__torch__.scaling.___torch_mangle_19.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_63.Linear",
• "__torch__.zipformer.___torch_mangle_30.FeedforwardModule",
• "__torch__.scaling.SwooshR",
• "__torch__.zipformer.___torch_mangle_48.DownsampledZipformer2Encoder",
• "__torch__.zipformer.___torch_mangle_47.Zipformer2Encoder",
• "__torch__.zipformer.NonlinAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_17.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_20.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_31.Linear",
• "__torch__.subsampling.ConvNeXt",
• "__torch__.zipformer.___torch_mangle_57.Zipformer2Encoder",
• "__torch__.zipformer.___torch_mangle_24.SelfAttention",
• "__torch__.zipformer.___torch_mangle_38.Zipformer2EncoderLayer",
• "__torch__.torch.nn.modules.container.___torch_mangle_64.Sequential",
• "__torch__.zipformer.___torch_mangle_21.RelPositionMultiheadAttentionWeights",
• "__torch__.scaling.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_53.Linear",
• "__torch__.torch.nn.modules.dropout.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_4.Conv2d",
• "__torch__.zipformer.DownsampledZipformer2Encoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_52.Linear"

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