Error fps in generated gif file of write_gif_with_image_io

[Beanpow]

Problem

The fps of the generated gif file of function write_gif_with_image_io is not correct.

Minimal Case

The following code is similar to the function write_gif_with_image_io, but the generated gif's fps is not equal to the fps in the code.

moviepy/moviepy/video/io/gif_writers.py

Line 422 in bc8d1a8

def write_gif_with_image_io(

import imageio
import numpy as np


filename = 'test.gif'
fps = 30
quantizer = 0
colors = 256
loop = 0

writer = imageio.save(
    filename,
    duration=1.0/fps,
    quantizer=quantizer,
    palettesize=colors,
    loop=loop
)

for i in range(100):
    writer.append_data(np.random.randint(0, 255, (3, 100, 100), dtype=np.uint8))

Potential Reason

As the following imageio code, the duration is in ms. But the write_gif_with_image_io maybe think it is second.
https://github.com/imageio/imageio/blob/ac863934d590ffc64155475a0fc365c1c82a8267/imageio/plugins/pillow.py#L408-L413

        if "fps" in kwargs:
            warnings.warn(
                "The keyword `fps` is no longer supported. Use `duration`"
                "(in ms) instead, e.g. `fps=50` == `duration=20` (1000 * 1/50).",
                DeprecationWarning,
            )
            kwargs["duration"] = 1000 * 1 / kwargs.get("fps")

moviepy/moviepy/video/io/gif_writers.py

Lines 441 to 443 in bc8d1a8

	writer = imageio.save(
	filename, duration=1.0 / fps, quantizer=quantizer, palettesize=colors, loop=loop
	)