pkufool

/

zipformer-medium-streaming

like 0

• "__torch__.zipformer.modules.zipformer.___torch_mangle_369.ConvolutionModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_149.RelPositionMultiheadAttentionWeights",
• "__torch__.torch.nn.modules.conv.___torch_mangle_177.Conv1d",
• "__torch__.zipformer.modules.zipformer.CompactRelPositionalEncoding",
• "__torch__.zipformer.modules.scaling.___torch_mangle_108.ChunkCausalDepthwiseConv1d",
• "__torch__.zipformer.modules.scaling.___torch_mangle_356.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_173.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_17.Linear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_422.DownsampledZipformerEncoder",
• "__torch__.zipformer.modules.model.Joiner",
• "__torch__.zipformer.modules.scaling.ScaleGrad",
• "__torch__.zipformer.modules.scaling.Dropout3",
• "__torch__.zipformer.modules.zipformer.ZipformerEncoderLayer",
• "__torch__.zipformer.modules.scaling.___torch_mangle_248.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.SelfAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_80.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_260.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_357.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_256.Linear",
• "__torch__.zipformer.modules.scaling.Whiten",
• "__torch__.zipformer.modules.scaling.___torch_mangle_33.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.scaling.SwooshR",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_249.FeedforwardModule",
• "__torch__.zipformer.modules.scaling.Identity",
• "__torch__.zipformer.modules.scaling.___torch_mangle_54.Balancer",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_451.ConvolutionModule",
• "collections.OrderedDict",
• "__torch__.zipformer.modules.scaling.SwooshL",
• "__torch__.torch.nn.modules.conv.Conv1d",
• "__torch__.zipformer.modules.scaling.___torch_mangle_432.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_119.ConvolutionModule",
• "__torch__.zipformer.modules.scaling.___torch_mangle_50.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_147.Linear",
• "__torch__.zipformer.modules.subsampling.Conv2dSubsampling",
• "__torch__.torch.nn.modules.linear.___torch_mangle_35.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_495.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_165.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_171.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_118.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_88.FeedforwardModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_152.SelfAttention",
• "__torch__.zipformer.modules.scaling.___torch_mangle_273.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_188.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_286.ZipformerEncoderLayer",
• "__torch__.zipformer.modules.scaling.___torch_mangle_444.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_14.Linear",
• "__torch__.zipformer.modules.subsampling.ConvNeXt",
• "__torch__.zipformer.modules.scaling.___torch_mangle_279.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.scaling.ScheduledFloat",
• "__torch__.zipformer.modules.scaling.___torch_mangle_169.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.container.___torch_mangle_145.ModuleList",
• "__torch__.torch.nn.modules.conv.___torch_mangle_6.Conv2d",
• "__torch__.zipformer.modules.scaling.___torch_mangle_99.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_265.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_361.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.container.___torch_mangle_344.ModuleList",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_195.ZipformerEncoderLayer",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_362.FeedforwardModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_243.SelfAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_89.Linear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_236.DownsampledZipformerEncoder",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_345.ZipformerEncoder",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_274.ConvolutionModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_445.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.Linear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_113.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_19.Linear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_13.BypassModule",
• "__torch__.zipformer.modules.scaling.___torch_mangle_269.ChunkCausalDepthwiseConv1d",
• "__torch__.torch.nn.modules.dropout.Dropout",
• "__torch__.zipformer.modules.zipformer.SimpleDownsample",
• "__torch__.torch.nn.modules.container.___torch_mangle_480.ModuleList",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_146.ZipformerEncoder",
• "__torch__.torch.nn.modules.conv.___torch_mangle_9.Conv2d",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_280.ConvolutionModule",
• "__torch__.zipformer.modules.scaling.___torch_mangle_178.ChunkCausalDepthwiseConv1d",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.zipformer.modules.scaling.ChunkCausalDepthwiseConv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_237.Linear",
• "__torch__.zipformer.modules.zipformer.Zipformer",
• "__torch__.zipformer.modules.scaling.___torch_mangle_37.Balancer",
• "__torch__.zipformer.modules.scaling.___torch_mangle_157.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_93.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_18.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_83.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_12.ScheduledFloat",
• "__torch__.torch.nn.modules.activation.Tanh",
• "__torch__.zipformer.modules.zipformer.ConvolutionModule",
• "__torch__.torch.nn.modules.container.ModuleList",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_51.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_159.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_239.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_420.ModuleList",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_189.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_151.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_150.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_244.Linear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_381.ZipformerEncoderLayer",
• "__torch__.torch.nn.modules.conv.___torch_mangle_7.Conv2d",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_421.ZipformerEncoder",
• "__torch__.zipformer.modules.scaling.___torch_mangle_254.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_241.Linear",
• "__torch__.torch.nn.modules.sparse.Embedding",
• "__torch__.torch.nn.modules.linear.___torch_mangle_38.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_368.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_103.NonlinAttention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_41.Conv1d",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_255.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_77.Linear",
• "torch.FloatStorage",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_183.ConvolutionModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_479.DownsampledZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_104.Linear",
• "__torch__.zipformer.modules.zipformer.DownsampledZipformerEncoder",
• "__torch__.zipformer.modules.scaling.___torch_mangle_437.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.scaling.Dropout2",
• "__torch__.torch.nn.modules.container.___torch_mangle_234.ModuleList",
• "__torch__.zipformer.modules.scaling.Balancer",
• "__torch__.zipformer.modules.zipformer.FeedforwardModule",
• "__torch__.torch.nn.modules.container.___torch_mangle_477.ModuleList",
• "__torch__.zipformer.modules.scaling.___torch_mangle_374.ActivationDropoutAndLinear",
• "torch.jit._pickle.build_intlist",
• "__torch__.torch.nn.modules.container.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_263.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_153.Linear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_438.FeedforwardModule",
• "__torch__.zipformer.modules.scaling.BiasNorm",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_478.ZipformerEncoder",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_428.FeedforwardModule",
• "__torch__.zipformer.modules.scaling.___torch_mangle_351.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.activation.LogSoftmax",
• "__torch__.zipformer.modules.scaling.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_28.FeedforwardModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_176.Conv1d",
• "__torch__.zipformer.modules.model.StreamingEncoderWrapper",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_264.NonlinAttention",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_235.ZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_242.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_267.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_0.Conv2d",
• "__torch__.zipformer.modules.scaling.___torch_mangle_11.Whiten",
• "__torch__.zipformer.modules.scaling.___torch_mangle_450.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_164.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_493.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_16.Balancer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_494.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3.Conv2d",
• "__torch__.zipformer.modules.zipformer.RelPositionMultiheadAttentionWeights",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_240.RelPositionMultiheadAttentionWeights",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_457.ZipformerEncoderLayer",
• "__torch__.zipformer.modules.scaling.___torch_mangle_40.Balancer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_29.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_250.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_45.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.model.Decoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_102.Linear",
• "__torch__.torch.nn.modules.conv.Conv2d",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_100.FeedforwardModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_94.FeedforwardModule",
• "__torch__.torch.nn.modules.activation.Sigmoid",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_352.FeedforwardModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_433.FeedforwardModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_34.FeedforwardModule",
• "__torch__.zipformer.modules.scaling.___torch_mangle_427.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.ZipformerEncoder",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_158.FeedforwardModule",
• "__torch__.zipformer.modules.zipformer.BypassModule",
• "__torch__.zipformer.modules.scaling.___torch_mangle_27.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.SimpleUpsample",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_375.ConvolutionModule",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_82.SelfAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_95.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_163.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_170.FeedforwardModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_491.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_107.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_23.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_182.ActivationDropoutAndLinear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_79.RelPositionMultiheadAttentionWeights",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_174.NonlinAttention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_106.Conv1d",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_346.DownsampledZipformerEncoder",
• "__torch__.zipformer.modules.zipformer.NonlinAttention",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_125.ZipformerEncoderLayer",
• "__torch__.torch.nn.modules.conv.___torch_mangle_268.Conv1d",
• "__torch__.zipformer.modules.model.AsrModel",
• "__torch__.zipformer.modules.scaling.___torch_mangle_43.Balancer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_20.Linear",
• "__torch__.zipformer.modules.zipformer.___torch_mangle_261.FeedforwardModule",
• "__torch__.zipformer.modules.scaling.___torch_mangle_87.ActivationDropoutAndLinear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_81.Linear",
• "__torch__.zipformer.modules.scaling.___torch_mangle_112.ActivationDropoutAndLinear",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist"

How to fix it?