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icefall-asr-gigaspeech-zipformer-2023-10-17

like 2

• "__torch__.torch.nn.modules.linear.___torch_mangle_49.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_45.Linear",
• "__torch__.zipformer.___torch_mangle_54.Zipformer2EncoderLayer",
• "__torch__.scaling.Identity",
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• "__torch__.zipformer.NonlinAttention",
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• "__torch__.zipformer.CompactRelPositionalEncoding",
• "__torch__.torch.nn.modules.sparse.Embedding",
• "__torch__.torch.nn.modules.container.___torch_mangle_36.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_7.Linear",
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• "__torch__.zipformer.___torch_mangle_77.Zipformer2Encoder",
• "__torch__.zipformer.SimpleUpsample",
• "__torch__.zipformer.___torch_mangle_6.BypassModule",
• "__torch__.torch.nn.modules.linear.Linear",
• "__torch__.torch.nn.modules.container.Sequential",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.linear.___torch_mangle_30.Linear",
• "__torch__.zipformer.___torch_mangle_69.FeedforwardModule",
• "__torch__.torch.nn.modules.conv.Conv1d",
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• "__torch__.zipformer.___torch_mangle_15.FeedforwardModule",
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• "__torch__.torch.nn.modules.linear.___torch_mangle_72.Linear",
• "__torch__.torch.nn.modules.conv.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_76.ModuleList",
• "__torch__.zipformer.___torch_mangle_56.Zipformer2Encoder",
• "__torch__.zipformer.___torch_mangle_71.NonlinAttention",
• "__torch__.zipformer.___torch_mangle_78.DownsampledZipformer2Encoder",
• "__torch__.zipformer.___torch_mangle_74.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_10.Linear",
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• "__torch__.torch.nn.modules.conv.___torch_mangle_33.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_43.Linear",
• "__torch__.scaling.SwooshL",
• "__torch__.zipformer.___torch_mangle_67.FeedforwardModule",
• "__torch__.EncoderModel",
• "__torch__.torch.nn.modules.linear.___torch_mangle_61.Linear",
• "__torch__.torch.nn.modules.activation.Tanh",
• "__torch__.torch.nn.modules.linear.___torch_mangle_70.Linear",
• "__torch__.zipformer.RelPositionMultiheadAttentionWeights",
• "__torch__.torch.nn.modules.linear.___torch_mangle_28.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_8.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_14.Linear",
• "__torch__.torch.nn.modules.activation.Sigmoid",
• "__torch__.zipformer.___torch_mangle_25.FeedforwardModule",
• "__torch__.zipformer.DownsampledZipformer2Encoder",
• "__torch__.zipformer.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_47.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_62.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_12.Linear",
• "__torch__.zipformer.BypassModule",
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• "__torch__.zipformer.SimpleDownsample",
• "__torch__.torch.nn.modules.linear.___torch_mangle_16.Linear",
• "__torch__.zipformer.___torch_mangle_60.RelPositionMultiheadAttentionWeights",
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• "__torch__.torch.nn.modules.conv.___torch_mangle_1.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_64.Linear",
• "__torch__.zipformer.Zipformer2",
• "__torch__.torch.nn.modules.container.___torch_mangle_79.ModuleList",
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• "__torch__.zipformer.___torch_mangle_31.NonlinAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_41.Linear",
• "__torch__.zipformer.___torch_mangle_42.SelfAttention",
• "__torch__.zipformer.___torch_mangle_39.RelPositionMultiheadAttentionWeights",
• "__torch__.torch.nn.modules.linear.___torch_mangle_82.Linear",
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• "__torch__.model.AsrModel",
• "__torch__.zipformer.___torch_mangle_13.FeedforwardModule",
• "__torch__.zipformer.SelfAttention",
• "__torch__.zipformer.___torch_mangle_29.FeedforwardModule",
• "__torch__.scaling.ScheduledFloat",
• "__torch__.torch.nn.modules.conv.___torch_mangle_52.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_73.Conv1d",
• "__torch__.zipformer.Zipformer2EncoderLayer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_11.Linear",
• "__torch__.zipformer.___torch_mangle_57.DownsampledZipformer2Encoder",
• "__torch__.zipformer.___torch_mangle_75.Zipformer2EncoderLayer",
• "__torch__.torch.nn.modules.linear.Identity",
• "__torch__.scaling.SwooshR",
• "__torch__.zipformer.___torch_mangle_23.SelfAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_40.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_21.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2.Conv2d",
• "__torch__.scaling.Dropout2",
• "__torch__.zipformer.___torch_mangle_51.NonlinAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_59.Linear",
• "__torch__.joiner.Joiner",
• "__torch__.zipformer.___torch_mangle_34.ConvolutionModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_0.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_17.Linear",
• "__torch__.subsampling.ConvNeXt",
• "__torch__.torch.nn.modules.linear.___torch_mangle_58.Linear",
• "__torch__.zipformer.___torch_mangle_35.Zipformer2EncoderLayer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_50.Linear",
• "__torch__.decoder.Decoder",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3.Conv2d"

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