Du Ang daa233

Note

For every body who using Win10/11 with new Office that you need to know:

you wiil only need to run

irm https://massgrave.dev/ias | iex

sudo apt-get install libopencv-dev python-opencv

注意：本文内容适用于 Tmux 2.3 及以上的版本，但是绝大部分的特性低版本也都适用，鼠标支持、VI 模式、插件管理在低版本可能会与本文不兼容。

启动新会话：

tmux [new -s 会话名 -n 窗口名]

恢复会话：

This gist shows how to create a GIF screencast using only free OS X tools: QuickTime, ffmpeg, and gifsicle.

To capture the video (filesize: 19MB), using the free "QuickTime Player" application:

start new:

tmux

start new with session name:

tmux new -s myname

	#################### MS_SSIM Loss #####################
	## ref code: https://stackoverflow.com/questions/39051451/ssim-ms-ssim-for-tensorflow
	def _tf_fspecial_gauss(size, sigma):
	"""Function to mimic the 'fspecial' gaussian MATLAB function
	"""
	x_data, y_data = np.mgrid[-size//2 + 1:size//2 + 1, -size//2 + 1:size//2 + 1]

	x_data = np.expand_dims(x_data, axis=-1)
	x_data = np.expand_dims(x_data, axis=-1)

	import torch
	import torch.nn as nn
	import torch.nn.init as init

	class MinibatchDiscrimination(nn.Module):
	def __init__(self, in_features, out_features, kernel_dims, mean=False):
	super().__init__()
	self.in_features = in_features
	self.out_features = out_features
	self.kernel_dims = kernel_dims

	{0: 'tench, Tinca tinca',
	1: 'goldfish, Carassius auratus',
	2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias',
	3: 'tiger shark, Galeocerdo cuvieri',
	4: 'hammerhead, hammerhead shark',
	5: 'electric ray, crampfish, numbfish, torpedo',
	6: 'stingray',
	7: 'cock',
	8: 'hen',
	9: 'ostrich, Struthio camelus',