pfluo

/

k2fsa-zipformer-chinese-english-mixed

like 12

• "__torch__.zipformer.PoolingModule",
• "__torch__.torch.nn.modules.linear.Identity",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.container.ModuleList",
• "__torch__.torch.nn.modules.container.___torch_mangle_24.ModuleList",
• "__torch__.zipformer.___torch_mangle_21.ZipformerEncoder",
• "__torch__.torch.nn.modules.linear.Linear",
• "__torch__.torch.nn.modules.dropout.Dropout",
• "__torch__.zipformer.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_14.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_28.Linear",
• "__torch__.zipformer.RelPositionalEncoding",
• "torch.FloatStorage",
• "__torch__.joiner.Joiner",
• "__torch__.torch.nn.modules.linear.___torch_mangle_13.Linear",
• "__torch__.zipformer.___torch_mangle_15.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_18.ZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_7.Linear",
• "__torch__.torch.nn.modules.sparse.Embedding",
• "__torch__.torch.nn.modules.container.___torch_mangle_23.ModuleList",
• "__torch__.torch.nn.modules.container.Sequential",
• "__torch__.zipformer.SimpleCombinerIdentity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_25.Conv1d",
• "__torch__.model.Transducer",
• "__torch__.torch.nn.modules.conv.___torch_mangle_0.Conv2d",
• "__torch__.scaling_converter.NonScaledNorm",
• "__torch__.torch.nn.modules.conv.___torch_mangle_1.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_3.Linear",
• "__torch__.zipformer.DownsampledZipformerEncoder",
• "__torch__.zipformer.___torch_mangle_12.ZipformerEncoder",
• "__torch__.torch.nn.modules.container.___torch_mangle_17.ModuleList",
• "torch.jit._pickle.build_intlist",
• "__torch__.torch.nn.modules.linear.___torch_mangle_8.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4.Linear",
• "__torch__.zipformer.ZipformerEncoder",
• "__torch__.zipformer.Conv2dSubsampling",
• "__torch__.zipformer.ZipformerEncoderLayer",
• "__torch__.zipformer.SimpleCombiner",
• "__torch__.torch.nn.modules.linear.___torch_mangle_6.Linear",
• "__torch__.scaling.Identity",
• "__torch__.torch.nn.modules.conv.Conv2d",
• "__torch__.zipformer.SimpleUpsample",
• "__torch__.torch.nn.modules.linear.___torch_mangle_26.Linear",
• "__torch__.zipformer.___torch_mangle_16.ZipformerEncoderLayer",
• "__torch__.zipformer.AttentionDownsample",
• "__torch__.torch.nn.modules.conv.___torch_mangle_10.Conv1d",
• "__torch__.zipformer.___torch_mangle_22.DownsampledZipformerEncoder",
• "__torch__.zipformer.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_5.Linear",
• "__torch__.scaling.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_2.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_20.ModuleList",
• "__torch__.torch.nn.modules.conv.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_27.Linear",
• "torch.jit._pickle.restore_type_tag",
• "__torch__.decoder.Decoder",
• "__torch__.torch.nn.modules.container.___torch_mangle_11.ModuleList",
• "__torch__.zipformer.Zipformer",
• "__torch__.torch.nn.modules.conv.___torch_mangle_9.Conv1d",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.zipformer.___torch_mangle_19.DownsampledZipformerEncoder",
• "__torch__.zipformer.ConvolutionModule"

How to fix it?

• "__torch__.torch.nn.modules.conv.___torch_mangle_1562.Conv1d",
• "__torch__.torch.nn.modules.sparse.Embedding",
• "torch._utils._rebuild_tensor_v2",
• "torch.FloatStorage",
• "__torch__.decoder.Decoder",
• "collections.OrderedDict",
• "torch.BoolStorage",
• "torch._utils._rebuild_tensor_v2",
• "torch.jit._pickle.restore_type_tag",
• "torch.LongStorage",
• "collections.OrderedDict"

How to fix it?

• "__torch__.scaling.___torch_mangle_152.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_427.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_542.Conv1d",
• "__torch__.torch.nn.modules.linear.Linear",
• "__torch__.scaling.___torch_mangle_52.Identity",
• "__torch__.zipformer.___torch_mangle_760.SimpleCombiner",
• "__torch__.zipformer.___torch_mangle_361.PoolingModule",
• "__torch__.zipformer.SimpleCombinerIdentity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_619.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_50.Identity",
• "__torch__.scaling.___torch_mangle_19.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_135.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_754.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_474.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_94.Identity",
• "__torch__.zipformer.___torch_mangle_373.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_270.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_528.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_636.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_635.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_666.Linear",
• "__torch__.scaling.___torch_mangle_433.DoubleSwish",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_20.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_77.Linear",
• "__torch__.zipformer.___torch_mangle_359.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_187.Identity",
• "__torch__.scaling.___torch_mangle_525.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_468.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_466.Linear",
• "__torch__.scaling_converter.___torch_mangle_655.NonScaledNorm",
• "__torch__.scaling.___torch_mangle_729.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_349.Linear",
• "__torch__.scaling.___torch_mangle_201.Identity",
• "__torch__.zipformer.___torch_mangle_548.ConvolutionModule",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_268.Dropout",
• "__torch__.scaling.___torch_mangle_625.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_86.Conv1d",
• "__torch__.zipformer.___torch_mangle_605.ConvolutionModule",
• "__torch__.zipformer.___torch_mangle_85.ConvolutionModule",
• "__torch__.scaling.___torch_mangle_37.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_118.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_74.Identity",
• "__torch__.torch.nn.modules.conv.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_430.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_246.Linear",
• "__torch__.zipformer.___torch_mangle_467.PoolingModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_725.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_285.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_355.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_415.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_199.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_108.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_223.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_235.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_484.Linear",
• "__torch__.scaling.___torch_mangle_497.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_665.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_575.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_168.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_146.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_398.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_543.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_569.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_205.Linear",
• "__torch__.scaling.___torch_mangle_304.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_68.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_131.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_214.Linear",
• "__torch__.scaling.___torch_mangle_321.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_499.ConvolutionModule",
• "__torch__.scaling.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_423.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_352.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_644.Identity",
• "__torch__.scaling.___torch_mangle_402.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_702.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_34.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_334.Identity",
• "__torch__.zipformer.___torch_mangle_492.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_475.Identity",
• "__torch__.zipformer.___torch_mangle_689.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_198.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_639.Linear",
• "__torch__.scaling_converter.___torch_mangle_93.NonScaledNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_747.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_472.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_238.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_280.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_572.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_577.Dropout",
• "__torch__.zipformer.___torch_mangle_324.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_16.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_380.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_14.Linear",
• "__torch__.scaling.___torch_mangle_141.DoubleSwish",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_121.Dropout",
• "__torch__.zipformer.___torch_mangle_92.ConvolutionModule",
• "__torch__.zipformer.___torch_mangle_98.RelPositionalEncoding",
• "__torch__.torch.nn.modules.linear.___torch_mangle_668.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_673.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_464.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_368.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_445.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_724.Dropout",
• "__torch__.scaling.___torch_mangle_224.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_612.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_733.Linear",
• "__torch__.zipformer.___torch_mangle_178.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_172.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_623.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_332.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_407.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_76.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_269.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_584.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_314.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_599.Conv1d",
• "__torch__.scaling.___torch_mangle_169.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_329.Linear",
• "__torch__.zipformer.___torch_mangle_696.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_742.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_181.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_601.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_284.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_421.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_693.Identity",
• "__torch__.zipformer.___torch_mangle_166.FeedforwardModule",
• "__torch__.zipformer.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_395.Identity",
• "__torch__.zipformer.___torch_mangle_196.ZipformerEncoderLayer",
• "__torch__.scaling_converter.___torch_mangle_345.NonScaledNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_357.Linear",
• "__torch__.zipformer.___torch_mangle_408.RelPositionMultiheadAttention",
• "__torch__.zipformer.___torch_mangle_703.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_150.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_347.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_567.Linear",
• "__torch__.zipformer.___torch_mangle_454.RelPositionalEncoding",
• "__torch__.zipformer.___torch_mangle_552.ZipformerEncoderLayer",
• "__torch__.scaling.___torch_mangle_664.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_684.Linear",
• "__torch__.scaling.___torch_mangle_680.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_390.Identity",
• "__torch__.zipformer.RelPositionalEncoding",
• "__torch__.torch.nn.modules.linear.___torch_mangle_287.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_110.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_699.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_266.Identity",
• "__torch__.torch.nn.modules.container.___torch_mangle_447.ModuleList",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_377.Dropout",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_483.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_12.Linear",
• "__torch__.zipformer.___torch_mangle_221.FeedforwardModule",
• "__torch__.scaling.___torch_mangle_250.Identity",
• "__torch__.torch.nn.modules.container.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_200.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_498.Conv1d",
• "__torch__.zipformer.___torch_mangle_677.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_510.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_544.Conv1d",
• "__torch__.scaling.___torch_mangle_413.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_203.Linear",
• "__torch__.zipformer.___torch_mangle_654.ConvolutionModule",
• "__torch__.scaling.___torch_mangle_743.DoubleSwish",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_176.Dropout",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_274.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_300.Linear",
• "torch.jit._pickle.build_intlist",
• "__torch__.torch.nn.modules.linear.___torch_mangle_182.Identity",
• "__torch__.zipformer.___torch_mangle_479.FeedforwardModule",
• "__torch__.scaling.___torch_mangle_212.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_481.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_226.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_343.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_424.Identity",
• "__torch__.zipformer.___torch_mangle_764.SimpleCombinerIdentity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_748.Conv1d",
• "__torch__.scaling.___torch_mangle_460.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_32.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_545.Identity",
• "__torch__.zipformer.___torch_mangle_45.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_112.Linear",
• "__torch__.zipformer.___torch_mangle_294.ZipformerEncoderLayer",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_262.Dropout",
• "__torch__.scaling.___torch_mangle_2.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_147.ZipformerEncoderLayer",
• "__torch__.scaling.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_61.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_524.Identity",
• "__torch__.zipformer.___torch_mangle_473.FeedforwardModule",
• "__torch__.scaling.___torch_mangle_114.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_228.Conv1d",
• "__torch__.zipformer.___torch_mangle_485.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_562.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_692.Conv1d",
• "__torch__.scaling.___torch_mangle_576.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_441.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_656.Identity",
• "__torch__.zipformer.___torch_mangle_683.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_711.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_331.Conv1d",
• "__torch__.zipformer.___torch_mangle_558.AttentionDownsample",
• "__torch__.scaling.___torch_mangle_694.DoubleSwish",
• "__torch__.scaling.___torch_mangle_723.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_463.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_685.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_230.Conv1d",
• "__torch__.scaling.___torch_mangle_384.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_642.Identity",
• "__torch__.scaling.___torch_mangle_103.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_731.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_174.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_340.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_102.Linear",
• "__torch__.zipformer.___torch_mangle_671.PoolingModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_100.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_253.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_595.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_529.Linear",
• "__torch__.scaling.___torch_mangle_631.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_44.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_206.Identity",
• "__torch__.scaling.___torch_mangle_183.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_286.Conv1d",
• "__torch__.zipformer.___torch_mangle_620.RelPositionMultiheadAttention",
• "__torch__.scaling.___torch_mangle_315.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_346.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_351.Identity",
• "__torch__.zipformer.___torch_mangle_647.ConvolutionModule",
• "__torch__.scaling.___torch_mangle_712.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_179.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_311.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_414.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_646.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_233.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_405.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_6.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_432.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_670.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_592.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_641.Conv1d",
• "__torch__.zipformer.___torch_mangle_264.FeedforwardModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_84.Conv1d",
• "__torch__.scaling.___torch_mangle_674.DoubleSwish",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_559.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_65.Linear",
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• "__torch__.torch.nn.modules.dropout.___torch_mangle_532.Dropout",
• "__torch__.zipformer.___torch_mangle_560.RelPositionalEncoding",
• "__torch__.torch.nn.modules.linear.___torch_mangle_708.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_271.Linear",
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• "__torch__.zipformer.___torch_mangle_557.DownsampledZipformerEncoder",
• "__torch__.scaling.___torch_mangle_376.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_495.Conv1d",
• "__torch__.scaling.___torch_mangle_603.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_659.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_54.Linear",
• "__torch__.scaling.___torch_mangle_163.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_217.Identity",
• "__torch__.scaling_converter.___torch_mangle_144.NonScaledNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_381.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_177.Linear",
• "__torch__.scaling.___torch_mangle_251.Identity",
• "__torch__.zipformer.___torch_mangle_27.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_55.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_64.Dropout",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_164.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_540.Conv1d",
• "__torch__.zipformer.___torch_mangle_428.FeedforwardModule",
• "__torch__.scaling.___torch_mangle_11.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_716.Linear",
• "__torch__.zipformer.___torch_mangle_379.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_554.ZipformerEncoder",
• "__torch__.scaling.___torch_mangle_305.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_741.Conv1d",
• "__torch__.scaling.___torch_mangle_364.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_634.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_358.Identity",
• "__torch__.scaling.___torch_mangle_104.Identity",
• "__torch__.scaling.___torch_mangle_30.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_58.RelPositionMultiheadAttention",
• "__torch__.scaling.___torch_mangle_508.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_363.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_302.Identity",
• "__torch__.scaling.___torch_mangle_43.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_107.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_51.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_15.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_115.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_130.Conv1d",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_453.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_624.Identity",
• "__torch__.scaling.___torch_mangle_519.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_763.SimpleCombinerIdentity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_341.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_530.Identity",
• "__torch__.zipformer.___torch_mangle_297.AttentionDownsample",
• "__torch__.torch.nn.modules.linear.___torch_mangle_439.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_306.Linear",
• "__torch__.zipformer.___torch_mangle_573.PoolingModule",
• "__torch__.torch.nn.modules.container.___torch_mangle_767.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_551.Identity",
• "__torch__.zipformer.___torch_mangle_758.ZipformerEncoder",
• "__torch__.scaling.___torch_mangle_539.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_350.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_7.Linear",
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• "__torch__.torch.nn.modules.linear.___torch_mangle_89.Identity",
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• "__torch__.scaling.___torch_mangle_134.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_746.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_210.Linear",
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• "__torch__.torch.nn.modules.dropout.___torch_mangle_31.Dropout",
• "__torch__.zipformer.___torch_mangle_761.DownsampledZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_661.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_145.Identity",
• "__torch__.zipformer.ZipformerEncoderLayer",
• "__torch__.scaling.___torch_mangle_476.DoubleSwish",
• "__torch__.zipformer.SimpleCombiner",
• "__torch__.torch.nn.modules.linear.___torch_mangle_709.Identity",
• "__torch__.scaling.___torch_mangle_175.DoubleSwish",
• "__torch__.scaling.___torch_mangle_531.DoubleSwish",
• "__torch__.torch.nn.modules.conv.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_263.Linear",
• "__torch__.zipformer.___torch_mangle_640.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_227.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_222.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_471.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_80.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_293.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_105.Linear",
• "__torch__.scaling.___torch_mangle_509.Identity",
• "__torch__.zipformer.___torch_mangle_503.ZipformerEncoderLayer",
• "__torch__.torch.nn.modules.conv.___torch_mangle_289.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_18.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_431.Conv1d",
• "__torch__.zipformer.___torch_mangle_410.PoolingModule",
• "__torch__.torch.nn.modules.dropout.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_257.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_420.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_504.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_594.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_691.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_714.Linear",
• "torch.FloatStorage",
• "__torch__.zipformer.___torch_mangle_397.ZipformerEncoderLayer",
• "__torch__.zipformer.___torch_mangle_707.ZipformerEncoderLayer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_679.Identity",
• "__torch__.torch.nn.modules.container.___torch_mangle_295.ModuleList",
• "__torch__.scaling.___torch_mangle_273.DoubleSwish",
• "__torch__.scaling.___torch_mangle_90.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_360.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_375.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_148.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_727.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_404.Linear",
• "__torch__.zipformer.___torch_mangle_752.ConvolutionModule",
• "__torch__.zipformer.___torch_mangle_571.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_8.Identity",
• "__torch__.zipformer.DownsampledZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_243.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_328.Dropout",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_316.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_277.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_57.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_247.Identity",
• "__torch__.zipformer.___torch_mangle_738.FeedforwardModule",
• "__torch__.scaling.___torch_mangle_354.Identity",
• "__torch__.scaling_converter.___torch_mangle_394.NonScaledNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_406.Linear",
• "__torch__.zipformer.___torch_mangle_435.ConvolutionModule",
• "__torch__.torch.nn.modules.container.___torch_mangle_762.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_133.Identity",
• "__torch__.zipformer.___torch_mangle_766.SimpleCombiner",
• "__torch__.torch.nn.modules.conv.___torch_mangle_382.Conv1d",
• "__torch__.zipformer.SimpleUpsample",
• "__torch__.zipformer.___torch_mangle_78.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_726.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_119.Identity",
• "__torch__.zipformer.___torch_mangle_111.PoolingModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_309.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_165.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_706.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_710.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_237.Conv1d",
• "torch.jit._pickle.restore_type_tag",
• "__torch__.zipformer.___torch_mangle_765.SimpleCombinerIdentity",
• "__torch__.torch.nn.modules.container.___torch_mangle_553.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_106.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_35.Conv1d",
• "__torch__.zipformer.___torch_mangle_143.ConvolutionModule",
• "__torch__.scaling.___torch_mangle_546.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_547.Conv1d",
• "__torch__.scaling.___torch_mangle_750.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_538.Identity",
• "__torch__.zipformer.___torch_mangle_516.PoolingModule",
• "__torch__.zipformer.___torch_mangle_541.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_458.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_127.Dropout",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_675.Dropout",
• "__torch__.scaling.___torch_mangle_24.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_616.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_186.Conv1d",
• "__torch__.scaling.___torch_mangle_53.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_339.Identity",
• "__torch__.zipformer.___torch_mangle_446.ZipformerEncoderLayer",
• "__torch__.scaling.___torch_mangle_327.DoubleSwish",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_477.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_502.Identity",
• "__torch__.zipformer.___torch_mangle_534.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_71.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_303.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_751.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_132.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_478.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_170.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_728.Identity",
• "__torch__.scaling.___torch_mangle_713.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_461.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_308.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_26.Linear",
• "__torch__.scaling.___torch_mangle_419.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_700.Identity",
• "__torch__.zipformer.___torch_mangle_451.DownsampledZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_455.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_333.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_417.Linear",
• "__torch__.scaling.___torch_mangle_425.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_33.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_136.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_42.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_681.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_59.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_259.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_154.Linear",
• "__torch__.zipformer.___torch_mangle_96.ZipformerEncoderLayer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_49.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_275.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_411.Linear",
• "__torch__.zipformer.___torch_mangle_622.PoolingModule",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_298.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_195.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_643.Conv1d",
• "__torch__.zipformer.___torch_mangle_117.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_422.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_60.PoolingModule",
• "__torch__.torch.nn.modules.container.___torch_mangle_757.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_505.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_561.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_211.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_651.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_1.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_629.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_38.Conv1d",
• "__torch__.scaling.___torch_mangle_652.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_465.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_613.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_191.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_255.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_535.Conv1d",
• "__torch__.zipformer.___torch_mangle_556.SimpleCombiner",
• "__torch__.zipformer.___torch_mangle_416.FeedforwardModule",
• "__torch__.zipformer.___torch_mangle_514.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_607.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_662.Linear",
• "__torch__.scaling.___torch_mangle_335.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_682.Linear",
• "__torch__.zipformer.___torch_mangle_66.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_722.Identity",
• "__torch__.scaling.___torch_mangle_391.DoubleSwish",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_632.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_21.Linear",
• "__torch__.zipformer.AttentionDownsample",
• "__torch__.scaling.___torch_mangle_63.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_128.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_480.Linear",
• "__torch__.zipformer.___torch_mangle_299.RelPositionalEncoding",
• "__torch__.torch.nn.modules.linear.___torch_mangle_501.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_581.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_389.Conv1d",
• "__torch__.scaling.___torch_mangle_5.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_101.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_204.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_56.Linear",
• "__torch__.scaling.___torch_mangle_239.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_456.Identity",
• "__torch__.scaling.___torch_mangle_232.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_313.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_550.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_600.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_213.Dropout",
• "torch.LongStorage",
• "torch._utils._rebuild_tensor_v2",
• "collections.OrderedDict",
• "torch.DoubleStorage",
• "collections.OrderedDict",
• "torch.LongStorage",
• "torch.jit._pickle.restore_type_tag",
• "torch.FloatStorage",
• "torch.jit._pickle.build_tensorlist",
• "torch.IntStorage",
• "torch._utils._rebuild_tensor_v2"

How to fix it?

• "torch.FloatStorage",
• "pathlib.PosixPath",
• "collections.OrderedDict",
• "torch._utils._rebuild_tensor_v2"

How to fix it?