desh2608

/

icefall-asr-librispeech-pruned-transducer-stateless7-streaming-small

like 0

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• "__torch__.zipformer.SimpleCombiner",
• "__torch__.torch.nn.modules.sparse.Embedding",
• "__torch__.scaling.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_0.Conv2d",
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How to fix it?

• "__torch__.decoder.Decoder",
• "torch.FloatStorage",
• "__torch__.torch.nn.modules.sparse.Embedding",
• "collections.OrderedDict",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.conv.___torch_mangle_1072.Conv1d"

How to fix it?

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• "__torch__.torch.nn.modules.linear.___torch_mangle_422.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_211.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_471.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_195.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_59.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_371.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_64.Dropout",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_336.Dropout",
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• "__torch__.scaling_converter.___torch_mangle_353.NonScaledNorm",
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• "__torch__.scaling.___torch_mangle_449.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_291.Conv1d",
• "__torch__.scaling.___torch_mangle_141.DoubleSwish",
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• "__torch__.scaling.___torch_mangle_490.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_359.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_358.Identity",
• "__torch__.scaling.___torch_mangle_152.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_337.Linear",
• "__torch__.zipformer.___torch_mangle_352.ConvolutionModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_282.Conv1d",
• "__torch__.scaling.___torch_mangle_134.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_122.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_374.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_138.Identity",
• "__torch__.scaling.___torch_mangle_37.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_136.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_365.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_164.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_50.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_328.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_240.Conv1d",
• "__torch__.zipformer.___torch_mangle_401.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_221.Linear",
• "__torch__.zipformer.___torch_mangle_438.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_342.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_334.Identity",
• "__torch__.scaling_converter.___torch_mangle_296.NonScaledNorm",
• "__torch__.zipformer.___torch_mangle_375.FeedforwardModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_139.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_368.Linear",
• "__torch__.zipformer.___torch_mangle_261.RelPositionMultiheadAttention",
• "__torch__.zipformer.___torch_mangle_408.SimpleUpsample",
• "__torch__.torch.nn.modules.linear.___torch_mangle_105.Linear",
• "__torch__.zipformer.___torch_mangle_45.ConvolutionModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_184.Conv1d",
• "__torch__.scaling.___torch_mangle_83.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_464.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_135.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_492.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_186.Conv1d",
• "__torch__.scaling.___torch_mangle_256.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_20.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_431.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_242.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_35.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_310.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_494.Conv1d",
• "__torch__.zipformer.DownsampledZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_476.Linear",
• "__torch__.scaling.___torch_mangle_266.DoubleSwish",
• "__torch__.scaling_converter.___torch_mangle_93.NonScaledNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_106.Linear",
• "__torch__.zipformer.___torch_mangle_129.FeedforwardModule",
• "__torch__.scaling.___torch_mangle_498.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_270.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_306.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_308.Linear",
• "__torch__.scaling.___torch_mangle_104.Identity",
• "__torch__.zipformer.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_21.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_205.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_453.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_355.Identity",
• "__torch__.zipformer.___torch_mangle_487.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_354.Identity",
• "__torch__.zipformer.___torch_mangle_394.ConvolutionModule",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_430.Dropout",
• "__torch__.torch.nn.modules.container.___torch_mangle_406.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_140.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_38.Conv1d",
• "__torch__.scaling.___torch_mangle_229.DoubleSwish",
• "__torch__.zipformer.SimpleUpsample",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_485.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_149.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_154.Linear",
• "__torch__.scaling.___torch_mangle_223.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_274.Linear",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.zipformer.___torch_mangle_198.ZipformerEncoder",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_373.Dropout",
• "__torch__.scaling.___torch_mangle_293.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_245.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_48.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_273.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_133.Identity",
• "__torch__.zipformer.Conv2dSubsampling",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_230.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_287.Conv1d",
• "__torch__.scaling.___torch_mangle_456.DoubleSwish",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_70.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_210.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_279.Dropout",
• "__torch__.scaling.___torch_mangle_429.DoubleSwish",
• "__torch__.scaling.___torch_mangle_505.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_29.Identity",
• "__torch__.zipformer.___torch_mangle_172.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_472.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_42.Identity",
• "__torch__.zipformer.___torch_mangle_214.PoolingModule",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_200.Dropout",
• "__torch__.scaling.___torch_mangle_255.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_489.Identity",
• "__torch__.zipformer.___torch_mangle_250.ZipformerEncoderLayer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_331.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_388.Conv1d",
• "__torch__.scaling_converter.___torch_mangle_508.NonScaledNorm",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_491.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_39.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_466.Linear",
• "__torch__.zipformer.ConvolutionModule",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_379.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_235.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_234.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_271.Identity",
• "__torch__.zipformer.___torch_mangle_338.FeedforwardModule",
• "__torch__.scaling.___torch_mangle_90.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_4.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_28.Linear",
• "__torch__.scaling.___torch_mangle_5.DoubleSwish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_284.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_68.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_364.Linear",
• "__torch__.scaling.___torch_mangle_312.Identity",
• "__torch__.scaling.___torch_mangle_419.Identity",
• "__torch__.scaling.___torch_mangle_206.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_25.Dropout",
• "__torch__.zipformer.___torch_mangle_493.FeedforwardModule",
• "__torch__.scaling.___torch_mangle_30.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_317.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_423.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_155.Linear",
• "__torch__.zipformer.___torch_mangle_426.PoolingModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_344.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_87.Identity",
• "__torch__.zipformer.___torch_mangle_515.SimpleCombiner",
• "__torch__.torch.nn.modules.linear.___torch_mangle_32.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_95.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_187.Identity",
• "__torch__.torch.nn.modules.container.___torch_mangle_197.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_497.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_297.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_437.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_376.Linear",
• "__torch__.scaling.___torch_mangle_52.Identity",
• "__torch__.zipformer.___torch_mangle_123.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_222.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_363.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_389.Identity",
• "__torch__.torch.nn.modules.container.___torch_mangle_512.ModuleList",
• "__torch__.torch.nn.modules.linear.Identity",
• "__torch__.zipformer.___torch_mangle_381.FeedforwardModule",
• "__torch__.zipformer.ZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_77.Linear",
• "__torch__.zipformer.___torch_mangle_424.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_330.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_382.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_44.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_386.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_396.Identity",
• "__torch__.zipformer.___torch_mangle_232.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_65.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3.Conv2d",
• "__torch__.zipformer.___torch_mangle_523.AttentionDownsample",
• "__torch__.torch.nn.modules.conv.___torch_mangle_91.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_73.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_496.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_366.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_417.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_495.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_49.Identity",
• "__torch__.zipformer.___torch_mangle_166.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_319.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_265.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_18.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_142.Conv1d",
• "__torch__.zipformer.___torch_mangle_201.RelPositionalEncoding",
• "__torch__.torch.nn.modules.linear.___torch_mangle_227.Linear",
• "__torch__.scaling.___torch_mangle_169.DoubleSwish",
• "__torch__.zipformer.___torch_mangle_369.PoolingModule",
• "__torch__.zipformer.___torch_mangle_178.FeedforwardModule",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_115.Dropout",
• "__torch__.scaling.___torch_mangle_163.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_463.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_61.Linear",
• "__torch__.zipformer.___torch_mangle_473.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_260.Identity",
• "__torch__.scaling.___torch_mangle_372.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_290.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_390.Conv1d",
• "__torch__.scaling.___torch_mangle_399.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_157.Identity",
• "__torch__.zipformer.SimpleCombinerIdentity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_391.Identity",
• "__torch__.scaling.___torch_mangle_468.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_101.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_241.Identity",
• "__torch__.zipformer.___torch_mangle_507.ConvolutionModule",
• "__torch__.zipformer.___torch_mangle_304.DownsampledZipformerEncoder",
• "__torch__.torch.nn.modules.linear.___torch_mangle_216.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_504.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_180.Identity",
• "__torch__.zipformer.___torch_mangle_58.RelPositionMultiheadAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_124.Linear",
• "torch.jit._pickle.build_intlist",
• "__torch__.zipformer.Zipformer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_377.Identity",
• "__torch__.scaling.___torch_mangle_190.DoubleSwish",
• "__torch__.scaling_converter.___torch_mangle_247.NonScaledNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_128.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_357.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_54.Linear",
• "__torch__.scaling_converter.___torch_mangle_144.NonScaledNorm",
• "__torch__.zipformer.___torch_mangle_263.PoolingModule",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_436.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_46.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_251.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_17.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_57.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_79.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_398.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_258.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_62.Identity",
• "__torch__.zipformer.AttentionDownsample",
• "__torch__.zipformer.___torch_mangle_299.ZipformerEncoderLayer",
• "__torch__.torch.nn.modules.conv.___torch_mangle_450.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_421.Linear",
• "__torch__.zipformer.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_55.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_395.Conv1d",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_442.Dropout",
• "__torch__.zipformer.___torch_mangle_500.ConvolutionModule",
• "__torch__.zipformer.___torch_mangle_320.PoolingModule",
• "__torch__.torch.nn.modules.conv.___torch_mangle_191.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_509.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_130.Conv1d",
• "__torch__.torch.nn.modules.linear.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_325.Linear",
• "__torch__.scaling.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_316.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_81.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_254.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_179.Conv1d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_203.Identity",
• "__torch__.scaling_converter.___torch_mangle_402.NonScaledNorm",
• "__torch__.zipformer.___torch_mangle_295.ConvolutionModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_249.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_131.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_257.Linear",
• "__torch__.zipformer.___torch_mangle_413.RelPositionalEncoding",
• "__torch__.zipformer.___torch_mangle_60.PoolingModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_119.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_231.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_315.Linear",
• "__torch__.zipformer.PoolingModule",
• "__torch__.scaling.___torch_mangle_11.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_108.Identity",
• "__torch__.zipformer.___torch_mangle_226.FeedforwardModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_99.Linear",
• "__torch__.zipformer.___torch_mangle_475.PoolingModule",
• "__torch__.torch.nn.modules.linear.___torch_mangle_443.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_74.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_56.Linear",
• "__torch__.zipformer.RelPositionalEncoding",
• "__torch__.torch.nn.modules.conv.___torch_mangle_233.Conv1d",
• "__torch__.scaling.___torch_mangle_2.DoubleSwish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_340.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_6.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_348.Conv1d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_454.Conv1d",
• "torch.FloatStorage",
• "__torch__.torch.nn.modules.conv.___torch_mangle_499.Conv1d",
• "__torch__.scaling.___torch_mangle_69.DoubleSwish",
• "torch.LongStorage",
• "torch._utils._rebuild_tensor_v2",
• "collections.OrderedDict",
• "torch.DoubleStorage"

How to fix it?

• "torch.FloatStorage",
• "__torch__.joiner.Joiner",
• "__torch__.torch.nn.modules.linear.___torch_mangle_1077.Linear",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.linear.___torch_mangle_1076.Linear",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.linear.___torch_mangle_1078.Linear"

How to fix it?