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Sudo apt update9/1/2023 ![]() ![]() Or the package(s) needing them were removed in the meantime. Note that this does not affect any data orĬonfiguration stored in your home directory.Īutoremove is used to remove packages that were automatically installed to satisfyĭependencies for other packages and are now no longer needed as dependencies changed On the other hand you can get rid of these leftovers by calling Installation request for the accidentally removed package will restore its function asīefore in that case. ![]() Removing a package removes all packaged data, but leaves usually small (modified) userĬonfiguration files behind, in case the remove was an accident. This will also select versions from this release forĭependencies of this package if needed to satisfy the request. Package name with a forward slash (/) and codename (jessie, stretch, sid. ![]() Package name with an equals (=) and the version of the package to select.Īlternatively the version from a specific release can be selected by following the The requested action can be overridden for specific packages by appendĪ plus (+) to the package name to install this package or a minus (-) to remove it.Ī specific version of a package can be selected for installation by following the Performs the requested action on one or more packages specified via regex(7), glob(7) Packages if this is needed to upgrade the system as a whole. Upgrade for this package isn't performed.įull-upgrade performs the function of upgrade but will remove currently installed If an upgrade for a package requires the remove of an installed package the Installed if required to statisfy dependencies, but existing packages will never be The system from the sources configured via sources.list(5). Upgrade is used to install available upgrades of all packages currently installed on perform package upgrades or search in andĭisplay details about all packages available for installation. OtherĬommands operate on this data to e.g. Update is used to download package information from all configured sources. Multiple places and partly to avoid overwhelming readers with a cornucopia of options and Mentions the most used commands and options partly to not duplicate information in Much like apt itself, its manpage is intended as an end user interface and as such only Usage by default compared to more specialized APT tools like apt-get(8) and apt-cache(8). Intended as an end user interface and enables some options better suited for interactive SYNOPSIS apt |ĭESCRIPTION apt provides a high-level commandline interface for the package management system. ![]()
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Caffe swish activation9/1/2023 ![]() Input LayersĪ bidirectional LSTM (BiLSTM) layer learns bidirectional The following layers are supported for code generation by GPU Coder for the target deep learning libraries specified in the table. For more information, see yolov2Layers (Computer Vision Toolbox) You only look once version 2 convolutional neural network based object detector. The syntax xception('Weights','none') is not supported for code generation. For the pretrained Xception model, see xception (Deep Learning Toolbox). The syntax vgg19('Weights','none') is not supported for code generation. For the pretrained VGG-19 model, see vgg19 (Deep Learning Toolbox). The syntax vgg16('Weights','none') is not supported for code generation. For the pretrained VGG-16 model, see vgg16 (Deep Learning Toolbox). The syntax squeezenet('Weights','none') is not supported for code generation. For the pretrained SqueezeNet models, see squeezenet (Deep Learning Toolbox). For more information, see segnetLayers (Computer Vision Toolbox). Multi-class pixelwise segmentation network. The syntax resnetXX('Weights','none') is not supported for code generation. ![]() For the pretrained ResNet models, see resnet50 (Deep Learning Toolbox), resnet18 (Deep Learning Toolbox), and resnet101 (Deep Learning Toolbox). ResNet-18, ResNet-50, and ResNet-101 convolutional neural networks. For the pretrained NASNet-Mobile model, see nasnetmobile (Deep Learning Toolbox). NASNet-Mobile convolutional neural network. For the pretrained NASNet-Large model, see nasnetlarge (Deep Learning Toolbox). NASNet-Large convolutional neural network. The syntax mobilenetv2('Weights','none') is not supported for code generation. For the pretrained MobileNet-v2 model, see mobilenetv2 (Deep Learning Toolbox). MobileNet-v2 convolutional neural network. The syntax inceptionv3('Weights','none') is not supported for code generation. For the pretrained Inception-v3 model, see inceptionv3 (Deep Learning Toolbox). Inception-v3 convolutional neural network. For the pretrained Inception-ResNet-v2 model, see inceptionresnetv2 (Deep Learning Toolbox). Inception-ResNet-v2 convolutional neural network. The syntax googlenet('Weights','none') is not supported for code generation. For the pretrained GoogLeNet model, see googlenet (Deep Learning Toolbox). ![]() Pretrained EfficientNet-b0 model, see efficientnetb0 (Deep Learning Toolbox). The syntax densenet201('Weights','none') is not supported for code generation.ĮfficientNet-b0 convolutional neural network. For the pretrained DenseNet-201 model, see densenet201 (Deep Learning Toolbox). For more information, see deeplabv3plusLayers (Computer Vision Toolbox).ĭenseNet-201 convolutional neural network. The syntax darknet53('Weights','none') is not supported for code generation.ĭeepLab v3+ convolutional neural network. for more information, see darknet53 (Deep Learning Toolbox). The syntax darknet19('Weights','none') is not supported for code generation.ĭarknet-53 convolutional neural network. For more information, see darknet19 (Deep Learning Toolbox). For importing a pretrained network from Caffe, see importCaffeNetwork (Deep Learning Toolbox).ĭarknet-19 convolutional neural network. The syntax alexnet('Weights','none') is not supported for code generation.Ĭonvolutional neural network models from Caffe. For the pretrained AlexNet model, see alexnet (Deep Learning Toolbox). The simplicity of Swish and its similarity to ReLU make itĮasy for practitioners to replace ReLUs with Swish units in any neural network.AlexNet convolutional neural network. ![]() For example, simply replacing ReLUs with Swish units improves top-1Ĭlassification accuracy on ImageNet by 0.9\% for Mobile NASNet-A and 0.6\% for To work better than ReLU on deeper models across a number of challengingĭatasets. Our experiments show that the best discovered activationįunction, $f(x) = x \cdot \text(\beta x)$, which we name Swish, tends The searches by conducting an empirical evaluation with the best discoveredĪctivation function. Using a combination of exhaustive and reinforcement learning-based search, weĭiscover multiple novel activation functions. To leverage automatic search techniques to discover new activation functions. Have managed to replace it due to inconsistent gains. Currently, the most successfulĪnd widely-used activation function is the Rectified Linear Unit (ReLU).Īlthough various hand-designed alternatives to ReLU have been proposed, none On the training dynamics and task performance. Download a PDF of the paper titled Searching for Activation Functions, by Prajit Ramachandran and 2 other authors Download PDF Abstract: The choice of activation functions in deep networks has a significant effect ![]()
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Ambien sleep amnesia9/1/2023 ![]() ![]() Cognitive behavioral therapy for chronic insomnia: a systematic review and meta-analysis. Trauer JM, Qian MY, Doyle JS, Rajaratnam SM, Cunnington D. Questions and Answers: Risk of next-morning impairment after use of insomnia drugs FDA requires lower recommended doses for certain drugs containing zolpidem (Ambien, Ambien CR, Edluar, and Zolpimist). Zolpidem-induced sleepwalking, sleep related eating disorder, and sleep-driving: fluorine-18-flourodeoxyglucose positron emission tomography analysis, and a literature review of other unexpected clinical effects of zolpidem. What are the possible side effects of Ambien?ĪddictionCenter. Before you take that pill: why the drug industry may be bad for your health. ![]() The drug received approval in the US in 1993.Bremner JD. She says that “the safety profile is well established”. “It’s a possible rare adverse event,” says Sanofi-Aventis spokesperson Melissa Feltmann, adding that the strange sleepwalking behaviours “may not necessarily be caused by the drug” but instead result from an underlying disorder. The Ambien label currently lists strange behaviour as a “special concern” for people taking the drug. The US Food and Drug Administration says it is continuing to “actively investigate” and collect information about cases linking zolpidem to unusual side effects. Doctors stress that the medication should be taken just before going to bed. He says that unlike older types of sleep medications, zolpidem does not carry as great a risk of addiction.Īnd Wright notes that some of the reports of “sleep-driving” linked to zolpidem can be easily explained: some patients have wrongly taken the drug right before leaving work in hopes that the medicine will kick in by the time they reach home. His sleep, usually working within 20 minutes. Millions of people have taken the drug without experiencing any strange side effects, points out Richard Millman at Brown Medical School, director of the Sleep Disorders Center of Lifespan Hospitals in Providence, Rhode Island, US. Remand the most commonly used prescription sleep apnea with benzodiazepines like it. “The more reports that come out about the potential side effects of the drug, the more research needs to be done to understand if these are real side effects,” says sleep researcher Kenneth Wright at the University of Colorado in Boulder, US. “When people do something in which they’re not in full control it’s always a danger,” says Vera Sharav of the New York-based Alliance for Human Research Protection, a US network that advocates responsible and ethical medical research practices. They stress that strange sleepwalking and sleep-driving behaviours can have risky consequences. Patient advocacy groups say they would like government health agencies and drug companies to take a closer look at the possible risks associated with sleep medicines. ![]() The product information for prescribers advises that psychiatric adverse effects, including hallucinations, sleepwalking and nightmares, are more likely in the elderly, and treatment should be stopped if they occur. While parts of the brain become less active during deep sleep, the body can still move, making sleepwalking a possibility. The drug is a benzodiazepine-like hypnotic that promotes deep sleep by interacting with brain receptors for a chemical called gamma-aminobutyric acid. There is no biological pathway that has been proven to connect zolpidem with these behaviours. In one case, a transatlantic flight had to be diverted after a passenger caused havoc after taking zolpidem. The newly reported cases in the UK and Australia add to a growing list of bizarre sleepwalking episodes linked to the drug in other countries, including reports of people sleep-driving while on the medication. The UK’s Medicines and Healthcare products Regulatory Agency, meanwhile, has recorded 68 cases of adverse reactions to zolpidem from 2001 to 2005. “It was only when she was discovered in front of an open refrigerator while asleep that the problem was resolved,” according to the report. Another case involved a woman who gained 23 kilograms over seven months while taking zolpidem. In one of these sleepwalking cases a patient woke with a paintbrush in her hand after painting the front door to her house. The health department report also mentioned 16 cases of strange sleepwalking by people taking the medication. A newly published report from Australia’s Federal Health Department describes 104 cases of hallucinations and 62 cases of amnesia experienced by people taking zolpidem since marketing of the drug began there in 2000. ![]() |