def __init__(self, in_channels, filter_channels, kernel_size, p_dropout, n_flows=4, gin_channels=0):
super().__init__()
filter_channels = in_channels # it needs to be removed from future version.
self.in_channels = in_channels
self.filter_channels = filter_channels
self.kernel_size = kernel_size
self.p_dropout = p_dropout
self.n_flows = n_flows
self.gin_channels = gin_channels
self.log_flow = modules.Log()
self.flows = nn.ModuleList()
self.flows.append(modules.ElementwiseAffine(2))
for i in range(n_flows):
self.flows.append(modules.ConvFlow(2, filter_channels, kernel_size, n_layers=3))
self.flows.append(modules.Flip())
self.post_pre = nn.Conv1d(1, filter_channels, 1)
self.post_proj = nn.Conv1d(filter_channels, filter_channels, 1)
self.post_convs = modules.DDSConv(filter_channels, kernel_size, n_layers=3, p_dropout=p_dropout)
self.post_flows = nn.ModuleList()
self.post_flows.append(modules.ElementwiseAffine(2))
for i in range(4):
self.post_flows.append(modules.ConvFlow(2, filter_channels, kernel_size, n_layers=3))
self.post_flows.append(modules.Flip())
self.pre = nn.Conv1d(in_channels, filter_channels, 1)
self.proj = nn.Conv1d(filter_channels, filter_channels, 1)
self.convs = modules.DDSConv(filter_channels, kernel_size, n_layers=3, p_dropout=p_dropout)
if gin_channels != 0:
self.cond = nn.Conv1d(gin_channels, filter_channels, 1)
def __init__(self,
channels,
hidden_channels,
kernel_size,
dilation_rate,
n_layers,
n_flows=4,
gin_channels=0):
super().__init__()
self.channels = channels
self.hidden_channels = hidden_channels
self.kernel_size = kernel_size
self.dilation_rate = dilation_rate
self.n_layers = n_layers
self.n_flows = n_flows
self.gin_channels = gin_channels
self.flows = nn.ModuleList()
for i in range(n_flows):
self.flows.append(modules.ResidualCouplingLayer(channels, hidden_channels, kernel_size, dilation_rate, n_layers, gin_channels=gin_channels, mean_only=True))
self.flows.append(modules.Flip())
"https://photos.app.goo.gl/YyFXCQHnY1KWoznY7",
"add":
"Add me to your own group here: https://yalebot.herokuapp.com",
"jah":
("",
"https://i.groupme.com/766x750.jpeg.3eb07fe422db4b81947b634a1b309d48.large"
),
"boobies":
("booby: a seabird in the genus Sula",
"https://i.groupme.com/1200x920.png.4cc29fd6e7704e3cbc6663796e68a7eb.large"
),
}
commands = {
"zalgo": modules.Zalgo(),
"flip": modules.Flip(),
"countdown": modules.Countdown(),
"verify": modules.Verify(),
"mccarthy": modules.McCarthy(),
"groups": modules.Groups(),
"about": modules.About(),
"xkcd": modules.XKCD(),
"elizabeth": modules.Elizabeth(),
"dania": modules.Dania(),
"jake": modules.Jake(),
"carlos": modules.Carlos(),
"crista": modules.Crista(),
"maria": modules.Maria(),
"annie": modules.Annie(),
"renee": modules.Renee(),
"chat": modules.Chat(),