Microsoft Intune can help you manage iOS/iPadOS Activation Lock, a feature of the Find My iPhone app for iOS/iPadOS 8.0 and later devices. Activation Lock is enabled automatically when a user opens the Find My iPhone app on a device. After it is enabled, the user's Apple ID and password must be entered before anyone can:
Auto Tune Activation Code
To help solve these problems, Apple introduced Activation Lock disable in iOS/iPadOS 7.1. Disable Activation Lock lets you remove the Activation Lock from supervised devices without the user's Apple ID and password. Supervised devices can generate a device-specific Activation Lock bypass code, which is stored on Apple's activation server.
Intune can request the Activation Lock status of supervised devices that run iOS/iPadOS 8.0 and later. For supervised devices only, Intune can retrieve the Disable Activation Lock code and directly issue it to the device. If the device has been wiped, you can directly access the device by using a blank user name and the code as the password.
Some websites and apps offer two-factor authentication (also known as multifactor authentication), which helps prevent other people from accessing your accounts even if they know your passwords. Passwords are the first authentication factor, and temporary, one-time verification codes are commonly a second factor. iPhone can automatically generate these verification codes without your reliance on SMS messages or additional apps.
For payment methods such as bank transfers or checks, you will receive an e-mail with your activation code after the payment is confirmed. Bank transfers are typically processed in 2-3 working days from the time the wire payment was sent. If paying by check, it could take up to 2 weeks to receive your payment.
In the following code example, we define a Keras model with two Dense layers.We want to tune the number of units in the first Dense layer. We just definean integer hyperparameter with hp.Int('units', min_value=32, max_value=512, step=32),whose range is from 32 to 512 inclusive. When sampling from it, the minimumstep for walking through the interval is 32.
There are many other types of hyperparameters as well. We can define multiplehyperparameters in the function. In the following code, we tune the whether touse a Dropout layer with hp.Boolean(), tune which activation function touse with hp.Choice(), tune the learning rate of the optimizer withhp.Float().
To tune data preprocessing, we just add an additional step inHyperModel.fit(), where we can access the dataset from the arguments. In thefollowing code, we tune whether to normalize the data before training themodel. This time we explicitly put x and y in the function signaturebecause we need to use them.
For example, you can find a value of x, which minimizes f(x)=x*x+1. In thefollowing code, we just define x as a hyperparameter, and return f(x) asthe objective value. The hypermodel and objective argument for initializingthe tuner can be omitted.
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Note:When a controller learns that an access point 802.11aradio has detected radar on a channel, the auto-tune module immediatelyswitches the radio to another channel. If radar is detected on a radiothat has its auto-tune channel feature disabled, the radio goes outof service as required by the Federal Communications Commission (FCC)and European Telecommunications Standards Institute (ETSI).
The hallmark of a real-time application is its determinism, which means that deadlinesmust not be missed. Determinism can be measured in termsof jitter, where jitter is defined as the variation in response time or execution time of a real-time application.The response time is calculated from the time you send a request to a real-time server to the time you receive an answer. This time is an accumulation of the following times:The time to send the request from your non-real-time JVM.Consider what happens if the GC occurs in the middle of your send call.Network latencies. What if users automatically do their downloads at night, when your benchmark is running?The variation in the time required to compute the answer,for example, if you must access a database.Preemption by other processes or threads running at the same time on the server machine.Blocking due to synchronization with other activities.Network latency for the reply.The time to detect the answer.You can use the -XX:+LogJitterProneEvents command-line option to obtain a log fileof various events that can cause jitter. See Command-Line Options.If you are not able to find the cause for the jitter, then it might be the casethat the application code is indeed not deterministic. This can be due to non-deterministic optimizations,or to calls non-deterministic code (for example, JDK libraries, I/O, and so forth). The document A Practical Introduction to Achieving Determinismis part of a "Getting Started" package that shows how to quickly and easily achieve determinism.This document contains a discussion of the usual sources of jitter, as well as a description of how to use thesample programs and script that are provided in the package to achieve determinism by eliminating thesesources of jitter. Take a look at this document to get ideas for troubleshooting jitter issues. [Contents]
For a non-real-time environment, the primary performance criterion is the throughput of the system. However, in a real-time environment,execution of time-critical code must be deterministic, that is, predictable, and this means reducing the worst-case execution time to an acceptable level.To avoid unpredictable delays, consider tuning the compilation modes for yourapplication or the activity of the Real-Time Garbage Collector, asdescribed in the subsections that follow.Compilation TuningInterpreter and compiler activity can cause unpredictable delays, as follows:Interpreted code. The interpreter might require several executions of thebytecode before reaching a steady state, and the programmer cannot control when this will happen.Run-time compilation. If compilation interrupts the execution of a section of time-criticalcode, determinism is seriously compromised.On-demand symbol resolution. When anunresolved symbol is encountered during the execution of the code,the VM uses some extra, non-deterministic, code to resolve the symbol.Java RTS currently supports two compilation modes:Just-In-Time Compilation (JIT) and Initialization Time Compilation (ITC).JIT compilation is the usual compilation mode of a Java virtual machine.With the ITC scheme in Java RTS, you can specify certain time-criticalclasses and methods to be preloaded, preinitialized, or precompiled.You can tune this compilation behavior to improve your application'sdeterminism. As a general rule, you should preload time-critical classes that contain symbols that are likely to be referencedduring execution, you should preinitialize classes containing time-criticalcode that will be executed, and you should precompile time-critical methods that will be executed. To facilitate your work, Java RTS can automaticallygenerate lists of these classes and methods for you. 2ff7e9595c