我有这个回调：从 keras.callbacks 导入 Callbackclass InferEveryEpoch(Callback): def __init__(self, signal, label): super().__init__() self.signal = signal self.signal_len...

我有这个回调：

from keras.callbacks import Callback

class InferEveryEpoch(Callback):
  def __init__(self, signal, label):
    super().__init__()
    self.signal = signal
    self.signal_len = len(signal)
    self.label = label
  
  def on_epoch_end(self, epoch, logs=None):
    # Instantiate new model with specified signal size
    model = delineation_model_I_LANL_dilated(signal_size=self.signal_len)

    # HELP: load current weight
    model.load_weights(self.current_weight) # Probably invalid

    predict = model.predict(self.signal[None, :])

    plot_signal(self.signal)
    plot_signal(self.label)
    plot_signal(predict)

以下是使用相同函数进行训练时的情况：

model = delineation_model_I_LANL_dilated(signal_size=512)

model.compile(...)

history = model.fit(...)

那么，我如何推断每个时期并加载当前权重，以便我可以指定输入大小？

我的问题解决了！

在 Anaconda 环境中，安装 TensorFlow-GPU 时，应使用 conda 而不是 pip 。例如， conda install tensorflow-gpu .

代码const fields:magicField[] = [ { type: \'select\', RenderComponent: CustomInput, config: { label: \'First Name\', placeholder: \'First Name\',...

代码

const fields:magicField[] = [
  {
    type: "select",
    RenderComponent: CustomInput,
    config: {
      label: "First Name",
      placeholder: "First Name",
      name: "firstName" ,
      validation: z.string().min(1),
      options: () => [
        { label: "First Name", value: "First Name" },
        { label: "Second Name", value: "Second Name" },
      ],
    },
  },
];

我想将此 fields.config.name 转换为对象的键

ConvertedObj.firstName （TypeSafe）...等等

定义类型

export type ValidationType = ZodString | ZodNumber | ZodEnum | ZodNativeEnum;
export type commonConfig = {
  label: string;
  placeholder: string;
  className?: string;
  readonly name: string;
  disabled?:boolean
  validation: ValidationType;
}
export type magicFieldSelect = {
  type: "select";
  config: commonConfig & magicFieldSelectConfig;
}
export type magicFieldInput = {
  type: "input";
  config: commonConfig & magicFieldInputConfig;
}
export type magicFieldSelectConfig = {
  options: () => Promise<optionType[]> | optionType[];
};
export type magicFieldInputConfig = {
  type: HTMLInputTypeAttribute;
};
export type magicField = Readonly<(magicFieldSelect | magicFieldInput) & {RenderComponent: RenderComponent}>
export type typeWithRenderField<T> = T & {
  control: Control<z.infer<formSchema>>;
};
export type InputFieldWithRenderFields = Partial<typeWithRenderField<magicFieldInput["config"]>>;
export type SelectFieldWithRenderFields = Partial<typeWithRenderField<magicFieldSelect["config"]>>;
export type inputFieldWithRenderFieldFn = React.FunctionComponent<InputFieldWithRenderFields>
export type selectFieldWithRenderFieldFn = React.FunctionComponent<SelectFieldWithRenderFields>
export type RenderComponent = inputFieldWithRenderFieldFn |  selectFieldWithRenderFieldFn;

我用谷歌搜索了一下，发现

我可以使用此类型

type ResultType = {
  [K in ArrayItem['name']]: ArrayItem['value'];
};

这并没有给我类型安全

当我研究时，我发现它只在只读（作为 const）类型中工作

所以我尝试了一切

• 将 readonly 添加到每个属性
• 添加 as const 到每个属性

有效的是

• 添加 as const 至 fields.config.name
• 从字段变量中 magicFields[] 删除类型

但我想要这个结果而不删除 magicFields[] 类型