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使用 converter 工具转换训练模型失败
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使用 converter 工具转换训练模型失败
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发表于2023-05-18 14:28:02
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使用 CrossEntropyLoss 或者 NLLLoss 作为损失函数时，通过 converter 工具转换训练模型报错，错误信息：encounter an unknown error, please verify the input model file or build the debug version。如果换成 MSELoss 就可以转换成功。

系统：Windows 11 环境下的 WSL2 Ubuntu 系统，参考官方文档安装配置运行环境，Mindspore Lite 版本为 1.10.0，python 版本 3.7。

导出 MINDIR 格式模型的代码为：

from mindspore import Tensor, nn
import mindspore
import numpy as np

class Network(nn.Cell):

    def __init__(self):
        super().__init__()
        self.fc1 = nn.Dense(in_channels=10, out_channels=10, activation='relu')
        self.fc2 = nn.Dense(in_channels=10, out_channels=5, activation='relu')

    def construct(self, x: Tensor):
        x = self.fc1(x)
        x = self.fc2(x)
        return x
    

model = Network()

# Instantiate loss function and optimizer
loss_fn = nn.CrossEntropyLoss()
optimizer = nn.SGD(model.trainable_params(), 1e-2, momentum=0.9)

example_input = Tensor(np.ones((1, 10), dtype=np.float32))
model.set_train(False)
mindspore.export(model,
                 example_input,
                 file_format='MINDIR',
                 file_name='debug_predict')
# export trainable model
model.set_train(True)
example_label = Tensor(np.ones((1), dtype=np.int32))
loss_net = nn.WithLossCell(backbone=model, loss_fn=loss_fn)
train_net = nn.TrainOneStepCell(network=loss_net, optimizer=optimizer)
mindspore.export(train_net,
                 example_input, example_label,
                 file_format='MINDIR',
                 file_name='debug_train')
print('导出模型完成')

推理模型转换成功，但是转换训练模型失败，转换命令为：

./converter_lite --fmk=MINDIR --trainModel=true --modelFile=debug_train.mindir --outputFile=debug_train.ms

日志输出为：

[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.013.688 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.013.734 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.013.768 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.013.773 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.013.789 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.013.793 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.013.836 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.013.857 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.017 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.343 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.370 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.387 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.392 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.409 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.433 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.502 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.522 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.584 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.756 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.776 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.796 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.800 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.810 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.825 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.866 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.884 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.014.940 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.042 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.062 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.106 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.126 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.149 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.178 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.214 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.232 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.289 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.394 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.412 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.424 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.427 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.437 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.441 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.464 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.483 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.584 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.734 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.755 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.766 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.770 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.780 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.799 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.857 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.879 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.015.938 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.065 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.086 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.096 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.130 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.162 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.183 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.215 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.238 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.292 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.406 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.424 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.435 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.465 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.495 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.515 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.563 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.584 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.761 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.942 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.016.985 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.000 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.006 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.034 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.040 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.093 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.100 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.187 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.343 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.366 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.380 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.387 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.406 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.411 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.443 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.470 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.538 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.671 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.692 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.702 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.706 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.716 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.736 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.775 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.795 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.017.880 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.015 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.037 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.049 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.070 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.103 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.125 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.181 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.202 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.292 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.428 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.451 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.481 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.504 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.541 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.566 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.625 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.650 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.750 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.880 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.898 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.924 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.943 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.972 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.018.992 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.043 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.061 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.140 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.255 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.275 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.301 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.321 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.354 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.379 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.458 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.479 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.551 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.699 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.719 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.745 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.764 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.797 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.822 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.888 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.912 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.019.996 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.016 [mindspore/lite/tools/converter/optimizer_manager.cc:65] RunOptimizerPass] run pass failed, pass name is InferShapePass
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.038 [mindspore/lite/tools/converter/anf_transform.cc:562] RunEliminateRedundantPass] Run infershape opt pass failed.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.111 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.131 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.156 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.176 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.210 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.229 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.288 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.311 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.020.389 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.233 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.272 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.288 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.293 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.450 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.540 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.673 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.696 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.821 [mindspore/lite/tools/optimizer/graph/infershape_pass.cc:175] Run] exist op cannot support infer shape.
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.880 [mindspore/lite/tools/converter/optimizer_manager.cc:65] RunOptimizerPass] run pass failed, pass name is InferShapePass
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.160.888 [mindspore/lite/tools/converter/anf_transform.cc:647] RunPass] Run infershape opt pass failed.
[ERROR] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.161.683 [mindspore/lite/tools/converter/quantizer/quant_helper/propagate_quant_param_pass.cc:337] BackwardPerNode] Gradients/Default/network-WithLossCell/_loss_fn-CrossEntropyLoss/gradReduceMax/Mul-op83find backward node failed!
[ERROR] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.161.738 [mindspore/lite/tools/converter/quantizer/quant_helper/propagate_quant_param_pass.cc:337] BackwardPerNode] Gradients/Default/network-WithLossCell/_loss_fn-CrossEntropyLoss/gradAdd/ReduceSum-op79find backward node failed!
[ERROR] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.161.761 [mindspore/lite/tools/converter/quantizer/quant_helper/propagate_quant_param_pass.cc:337] BackwardPerNode] Gradients/Default/network-WithLossCell/_loss_fn-CrossEntropyLoss/gradGatherD/GatherDGradV2-op42find backward node failed!
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.162.693 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.162.720 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.162.808 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.162.831 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.162.891 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.162.896 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: GatherDGradV2
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.163.130 [mindspore/lite/src/common/ops/ops_utils.h:50] GetPrimitiveCreator] Unsupported primitive type in Create: MaskedFill
[WARNING] LITE(3395,7f7b4c4cdf40,converter_lite):2023-05-18-14:20:37.163.150 [mindspore/lite/src/common/ops/anf_utils.cc:38] GetPrimitiveT] can not find MSOpsRegistry for op: MaskedFill
encounter an unknown error, please verify the input model file or build the debug version

将 CrossEntropyLoss 改造为 NLLLoss 同样失败，但是改造为 MSELoss 转换成功。

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