code stringlengths 3 6.57k |
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__init__(self, tv_loss_weight=1) |
super(TVLoss, self) |
__init__() |
forward(self, x) |
x.size() |
x.size() |
x.size() |
self.tensor_size(x[:, :, 1:, :]) |
self.tensor_size(x[:, :, :, 1:]) |
torch.pow((x[:, :, 1:, :] - x[:, :, :h_x - 1, :]) |
sum() |
torch.pow((x[:, :, :, 1:] - x[:, :, :, :w_x - 1]) |
sum() |
tensor_size(t) |
t.size() |
t.size() |
t.size() |
L1_Charbonnier_loss(torch.nn.Module) |
__init__(self) |
super(L1_Charbonnier_loss, self) |
__init__() |
forward(self, X, Y) |
torch.add(X, -Y) |
torch.sqrt(diff * diff + self.eps) |
torch.mean(error) |
GeneratorLoss_NEW() |
print(g_loss) |
base.ReleaseTracks(base.ReleaseTrack.BETA) |
Create(base.CreateCommand) |
Args(parser) |
flags.AddCreatePipelineFlags(parser) |
flags.GetDisplayNameArg('Data Pipelines pipeline') |
AddToParser(parser) |
flags.GetPipelineTypeArg(required=True) |
AddToParser(parser) |
flags.GetTemplateTypeArg(required=False) |
AddToParser(parser) |
flags.GetScheduleArg(required=False) |
AddToParser(parser) |
flags.GetTimeZoneArg(required=False) |
AddToParser(parser) |
flags.GetTemplateFileGcsLocationArg(required=False) |
AddToParser(parser) |
flags.GetParametersArg(required=False) |
AddToParser(parser) |
flags.GetMaxWorkersArg(required=False) |
AddToParser(parser) |
flags.GetNumWorkersArg(required=False) |
AddToParser(parser) |
flags.GetNetworkArg(required=False) |
AddToParser(parser) |
flags.GetSubnetworkArg(required=False) |
AddToParser(parser) |
flags.GetWorkerMachineTypeArg(required=False) |
AddToParser(parser) |
flags.GetTempLocationArg(required=False) |
AddToParser(parser) |
flags.GetDataflowKmsKeyArg(required=False) |
AddToParser(parser) |
flags.GetDisablePublicIpsArg(required=False) |
AddToParser(parser) |
flags.GetDataflowServiceAccountEmailArg(required=False) |
AddToParser(parser) |
flags.GetEnableStreamingEngineArg(required=False) |
AddToParser(parser) |
flags.GetAdditionalExperimentsArg(required=False) |
AddToParser(parser) |
flags.GetAdditionalUserLabelsArg(required=False) |
AddToParser(parser) |
flags.GetWorkerRegionArgs(required=False) |
AddToParser(parser) |
flags.GetFlexRsGoalArg(required=False) |
AddToParser(parser) |
flags.GetStreamingUpdateArgs(required=False) |
AddToParser(parser) |
Run(self, args) |
util.PipelinesClient() |
args.CONCEPTS.pipeline.Parse() |
pipelines_ref.Parent() |
pipelines_ref.RelativeName() |
region_ref.RelativeName() |
Color(1, 1, 1, 1) |
Color(0, 0, 0, 1) |
Color(.8, .8, .8, 1) |
Color(1, 0, 0, 1) |
Color(0, 1, 0, 1) |
Color(0, 0, 1, 1) |
lerp(value, *args) |
len(args) |
range(len(args) |
ServiceFeatureChecks(OpenstackChecksBase) |
output(self) |
get_service_features(self) |
cfg.get(key) |
DEFAULTS.get(service, {}) |
get(module, {}) |
__call__(self) |
self.get_service_features() |
UserWalletSerializer(serializers.ModelSerializer) |
DriverWalletSerializer(serializers.ModelSerializer) |
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