To format the answer as HTML content within a div, here is the code snippet:
“`html
Type Error: weight_decay is not a valid argument
kwargs should be empty for optimizer_experimental.optimizer.
Please find below more details and an example:
“`
Now, let’s explain the error in detail and provide an example:
The error message suggests that the argument “weight_decay” is not valid for the function “optimizer_experimental.optimizer”. It also specifies that “kwargs” (keyword arguments) should be empty for this function.
In Python, when defining a function, you can use keyword arguments to pass values to arguments. These keyword arguments are passed as a dictionary using the “**kwargs” syntax. However, in the case of “optimizer_experimental.optimizer”, it does not accept any keyword arguments.
Example:
Suppose you want to create an optimizer using the “optimizer_experimental.optimizer” function, but you mistakenly pass the “weight_decay” argument:
“`python
optimizer_experimental.optimizer(weight_decay=0.01)
“`
This will result in a “TypeError” because the function does not recognize the “weight_decay” argument.
To resolve this, you should remove the “weight_decay” argument:
“`python
optimizer_experimental.optimizer()
“`
This way, you won’t encounter the “TypeError” anymore.
Note: The example provided is hypothetical, and the actual implementation may vary based on the specific use case and context.