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How to Use CPT Upgrade in gem5: Complete Step-by-Step Guide

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How to Use CPT Upgrade in gem5.

The CPT upgrade in gem5 is a critical tool for computer architects, researchers, and developers looking to enhance processor simulation capabilities in the gem5 environment. gem5 is an open-source computer architecture simulator widely used for studying processor microarchitecture, memory systems, and full-system simulations. CPT, which stands for “Checkpointing and Performance Tracking,” provides mechanisms to manage simulation states, optimize performance, and integrate advanced features in gem5 experiments. Understanding how to use CPT upgrade effectively can improve simulation efficiency, accuracy, and scalability. This article provides a detailed guide on using CPT upgrade in gem5, covering installation, configuration, usage, best practices, and troubleshooting.

Understanding CPT Upgrade in gem5

The CPT upgrade is designed to extend gem5’s existing capabilities by providing enhanced checkpointing, which allows users to save and restore simulation states at specific points. This is essential for long-running simulations, where restarting from scratch after a failure or testing multiple configurations without rerunning the entire simulation can save considerable time. CPT also facilitates performance tracking, enabling researchers to gather metrics on simulation behavior, processor utilization, cache performance, and memory hierarchy efficiency.

By integrating CPT upgrade, gem5 users can perform more complex experiments, validate architectural modifications, and benchmark systems more efficiently. This upgrade is particularly useful in studies involving out-of-order processors, multicore systems, or custom memory architectures, where simulations can take hours or days to complete.

Advantages of Using CPT Upgrade

  1. Checkpointing: Save the state of a simulation at any point, allowing for recovery or branching experiments without repeating previous computations.
  2. Performance Tracking: Collect detailed metrics on processor and memory performance to analyze architectural behavior.
  3. Simulation Efficiency: Reduces runtime by allowing users to start simulations from checkpoints instead of full initialization.
  4. Experiment Flexibility: Supports multiple scenarios, configurations, and parameter sweeps without rerunning the entire simulation.
  5. Error Recovery: Facilitates recovery from simulation crashes or unexpected interruptions.

Understanding these advantages helps researchers and developers make informed decisions on when and how to apply CPT upgrade in gem5 simulations.

Preparing gem5 for CPT Upgrade

Before using CPT upgrade, proper preparation ensures smooth operation and minimizes errors during simulation.

Install gem5 Properly

Ensure that gem5 is installed correctly on your system. This includes downloading the source code, compiling the simulator, and verifying that the baseline simulations work as expected. CPT upgrade relies on a stable and functional gem5 environment.

Choose the Appropriate Branch or Version

CPT upgrade may require specific branches or versions of gem5. Check the documentation to confirm compatibility and download the version that includes CPT upgrade support. Using an incompatible version may lead to errors or unsupported behavior.

Configure Simulation Environment

Set up the simulation environment according to your experiment requirements. This involves defining CPU models, memory hierarchy, caches, and system configurations. Proper configuration ensures that checkpointing and performance tracking operate correctly.

Prepare Required Scripts and Utilities

CPT upgrade often uses scripts for checkpoint creation, restoration, and performance logging. Organize these scripts and verify that they have the correct permissions for execution. Ensure that necessary Python modules, libraries, and dependencies are installed, as CPT upgrade may rely on external packages.

Creating Checkpoints Using CPT Upgrade

Checkpointing is the primary function of CPT upgrade and involves saving the complete state of a simulation.

Step One: Initialize Simulation

Start the gem5 simulation using the desired configuration. Ensure that the simulation runs for enough cycles to reach the state you wish to checkpoint.

Step Two: Trigger Checkpoint

Use the CPT upgrade commands or API to trigger a checkpoint. This can often be done manually or automatically based on simulation cycles or specific events. The system will save processor state, memory content, cache states, and other relevant components.

Step Three: Verify Checkpoint Creation

After saving, verify that the checkpoint files are complete and accessible. These files serve as the basis for restoring the simulation in future runs. Check file sizes, timestamps, and log outputs to ensure proper creation.

Restoring Simulation from a Checkpoint

Restoring from a checkpoint allows users to resume simulation from a previously saved state, saving time and preserving experiment conditions.

Step One: Load Checkpoint

Use the gem5 command-line interface or scripts to load the desired checkpoint. Specify the path to the checkpoint files and the target simulation configuration.

Step Two: Adjust Simulation Parameters

If needed, adjust simulation parameters such as CPU frequency, memory configuration, or workload to reflect the new experimental scenario. CPT upgrade ensures that the underlying state remains consistent while allowing parameter modifications.

Step Three: Resume Simulation

Start the simulation from the restored checkpoint. Monitor log files and performance metrics to confirm that the simulation proceeds correctly and that system states match the expected behavior.

Performance Tracking with CPT Upgrade

In addition to checkpointing, CPT upgrade provides detailed performance tracking capabilities.

Step One: Enable Performance Logging

Activate the performance tracking features before or during simulation. This can include cycle counts, instruction execution, cache hits and misses, branch predictions, and memory latency metrics.

Step Two: Collect Metrics

CPT upgrade continuously collects performance data during the simulation. Ensure that logging intervals, file paths, and formats are correctly specified to avoid data loss.

Step Three: Analyze Results

After simulation, use data analysis tools or scripts to interpret the performance metrics. This analysis helps identify bottlenecks, validate architectural changes, and optimize future experiments.

Best Practices for Using CPT Upgrade in gem5

  1. Regularly Create Checkpoints: Frequent checkpointing prevents data loss and allows branching experiments.
  2. Organize Checkpoint Files: Maintain a structured directory for checkpoint files to avoid confusion during restoration.
  3. Verify Performance Metrics: Confirm that the data collected accurately represents simulation behavior.
  4. Test in Small-scale Simulations: Before running large experiments, test CPT upgrade features in smaller simulations to understand behavior and avoid costly errors.
  5. Document Experiment Parameters: Keep detailed records of simulation configurations, checkpoint paths, and performance tracking settings for reproducibility.

Troubleshooting CPT Upgrade Issues

Using CPT upgrade can sometimes result in errors or unexpected behavior. Common issues include:

Checkpoint Creation Failure

  • Verify file permissions and available disk space.
  • Ensure that the simulation environment is compatible with the CPT upgrade version.
  • Check log files for error messages related to memory or CPU state saving.

Checkpoint Restoration Problems

  • Confirm that the checkpoint files are complete and not corrupted.
  • Verify that the target simulation configuration matches the original environment.
  • Reset or recompile gem5 if state inconsistencies persist.

Performance Metrics Errors

  • Ensure that performance logging is correctly enabled and configured.
  • Validate that external analysis scripts or tools are compatible with collected data formats.
  • Address any conflicts with other gem5 extensions that may interfere with logging.

Advanced Applications of CPT Upgrade

CPT upgrade in gem5 supports advanced research scenarios, including:

  • Multi-core and Multi-threaded Simulations: CPT allows checkpointing across complex processor configurations.
  • Parameter Sweeps: Test variations in cache sizes, CPU frequencies, or memory latencies by restoring checkpoints and modifying parameters.
  • Fault Injection Studies: Simulate errors or crashes by modifying checkpoints and analyzing system resilience.
  • Long-duration Experiments: Save intermediate states to avoid restarting long simulations due to power outages or crashes.

These advanced uses highlight the flexibility and importance of CPT upgrade for computer architecture research.

Maintaining and Updating CPT Upgrade

To ensure long-term reliability:

  • Keep gem5 and CPT upgrade scripts updated to the latest versions.
  • Regularly back up checkpoint files to prevent data loss.
  • Test new features or updates in controlled simulations before full-scale experiments.
  • Monitor system resources, including memory and storage, as CPT operations can be resource-intensive.

Conclusion

The CPT upgrade in gem5 is a powerful tool for managing simulation states and tracking performance in complex computer architecture experiments. By providing checkpointing, performance tracking, and advanced configuration options, it enables researchers to optimize simulations, recover from interruptions, and perform detailed analyses efficiently. Proper installation, configuration, and understanding of CPT upgrade features ensure that users can maximize simulation accuracy and productivity.

Following best practices, performing regular maintenance, and addressing troubleshooting scenarios proactively allows gem5 users to fully leverage CPT upgrade for both simple and advanced simulation experiments. With careful management, CPT upgrade significantly enhances the value of gem5 as a research and development platform for processor and memory system studies.

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Technology

how much is samsung galaxy s8 in usa

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how much is samsung galaxy s8 in usa

The Samsung Galaxy S8 is a flagship smartphone that was released in 2017, yet it still holds a place in discussions around mid-range and used smartphone markets in the USA. Its price varies significantly depending on factors like condition, storage capacity, carrier, and whether it is new, refurbished, or used. Understanding these aspects can help buyers make an informed decision about purchasing a Galaxy S8 in the United States.

factors affecting the price of a Samsung Galaxy S8

Several elements influence how much a Samsung Galaxy S8 costs in the USA. Buyers should consider these factors when evaluating prices.

new vs refurbished vs used

A brand-new Galaxy S8, although rare in 2026, will generally cost more than refurbished or used models. Refurbished phones are pre-owned devices that have been restored to like-new condition and may come with a warranty, often making them a popular choice for cost-conscious buyers. Used phones are sold as-is, which usually makes them cheaper but with potential wear and tear or a shorter lifespan.

storage capacity

The Samsung Galaxy S8 was available in 64GB and 128GB storage variants. Higher storage models tend to be more expensive. Users who need more space for apps, media, and files may prefer the 128GB version, though it carries a price premium compared to the standard 64GB model.

carrier and unlocked versions

Galaxy S8 phones can be carrier-specific or unlocked. Carrier-locked phones are tied to a specific network such as Verizon, AT&T, T-Mobile, or Sprint, and may have lower upfront costs due to contracts or promotions. Unlocked phones provide flexibility to switch carriers but often come at a higher price due to the freedom they offer.

condition and cosmetic appearance

The physical condition of the device plays a major role in pricing. Phones with scratches, dents, or screen cracks are typically cheaper, while those in excellent or pristine condition command higher prices. Buyers should inspect the device thoroughly, especially when purchasing used units, to ensure they are getting value for money.

inclusion of accessories

The presence of original accessories such as the charger, headphones, and original packaging can impact the price. Full accessory packages add value, while missing components may reduce the cost.

price range in the USA

As of 2026, the Samsung Galaxy S8 is no longer sold as a new device through official retail channels, so most buyers turn to online marketplaces, refurbished stores, or second-hand retailers. Approximate pricing in the United States is as follows:

  • Refurbished or used models: $70 to $200 depending on storage, condition, and accessories.
  • Unlocked refurbished models: $150 to $250 for higher storage and good condition.
  • Rare new-in-box units: $300 to $400, which are uncommon and generally found through collectors or specialty stores.

Prices may vary by state and retailer, and seasonal sales or promotions can slightly reduce costs.

where to buy Samsung Galaxy S8 in the USA

Buyers have several options for purchasing the Samsung Galaxy S8 in the United States:

  • Online marketplaces: Websites like eBay, Amazon, and Swappa offer used and refurbished models with varying prices and shipping options.
  • Refurbished phone retailers: Specialized stores such as Gazelle or Back Market provide certified refurbished phones with warranties.
  • Local classified ads: Platforms like Craigslist or Facebook Marketplace allow buyers to find used phones locally, often at lower prices but with higher risk.
  • Carrier stores: Some carriers may still offer refurbished devices or trade-in programs that include the Galaxy S8.

Each buying method has its own advantages and risks, with warranties and return policies being crucial considerations.

tips for purchasing a Samsung Galaxy S8

To ensure a safe and satisfactory purchase, buyers should consider the following tips:

  • Check the IMEI: Verify that the device is not blacklisted or reported stolen by checking the IMEI number.
  • Compare prices: Review multiple sources to find the best deal for your budget and desired condition.
  • Read seller reviews: When purchasing online, consider the seller’s reputation to avoid scams.
  • Inspect thoroughly: If buying locally, check the phone’s screen, battery health, buttons, and camera functionality.
  • Consider warranty: Refurbished phones with a warranty offer more security than used phones sold as-is.
  • Evaluate the battery life: Older phones like the Galaxy S8 may have reduced battery capacity, which could necessitate replacement.

factors influencing value over time

Although the Samsung Galaxy S8 is considered a legacy device, several factors affect its value over time:

  • Software updates: The availability of Android updates affects functionality and security, influencing resale value.
  • Market demand: Older flagship models may retain value among collectors or those seeking budget smartphones with premium features.
  • Battery health: Devices with well-maintained batteries or replacement batteries maintain higher value.
  • Condition and rarity: Phones in excellent condition or limited configurations may command higher prices.

conclusion

The cost of a Samsung Galaxy S8 in the USA varies widely based on condition, storage, carrier, and purchase source. While new models are rare and expensive, refurbished and used devices offer more affordable options. Buyers should carefully evaluate factors such as warranty, condition, and seller reliability to ensure a satisfactory purchase. By understanding the price ranges, storage options, and market dynamics, consumers can make informed decisions and find a Galaxy S8 that meets both their functional needs and budget constraints.

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how to add autochartist to mt5

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how to add autochartist to mt5

Adding Autochartist to MetaTrader 5 (MT5) can significantly enhance your trading experience by providing automated chart pattern recognition, volatility analysis, and trading signals. Autochartist is a powerful market scanning tool that helps traders identify trading opportunities quickly and efficiently. Integrating it with MT5 allows you to leverage its features directly within your trading platform, streamlining your workflow and improving decision-making.

This guide will explain in detail how to add Autochartist to MT5, covering system requirements, installation, setup, and best practices for using the tool effectively.

understanding autochartist

Autochartist is a market analysis tool that automatically scans financial markets to detect trading opportunities. It identifies patterns, key levels, and potential price movements in real-time. The platform supports multiple asset classes, including forex, indices, commodities, and cryptocurrencies.

Some of the main features of Autochartist include pattern recognition, volatility analysis, risk assessment, and market alerts. By integrating Autochartist with MT5, traders can receive these insights directly in their trading terminal without switching between different platforms.

prerequisites for adding autochartist to mt5

Before adding Autochartist to MT5, ensure that your system and platform meet the following requirements:

  • MetaTrader 5 Platform: MT5 must be installed and updated to the latest version.
  • Autochartist Account: You need an active Autochartist account to access the service. Many brokers provide Autochartist access to their clients.
  • Supported Broker: Ensure that your broker supports Autochartist integration with MT5. Some brokers provide custom plugins or add-ons.
  • Internet Connection: A stable and reliable internet connection is required for real-time market scanning.
  • System Resources: Autochartist requires moderate CPU and memory resources to process market data efficiently.

Confirming these prerequisites ensures a smooth integration process and prevents technical issues.

downloading the autochartist plugin for mt5

The Autochartist plugin is usually provided by brokers or available on the official Autochartist website. To download it:

  1. Visit your broker’s client portal or the Autochartist website.
  2. Locate the MT5 plugin or EA (Expert Advisor) specifically designed for Autochartist.
  3. Download the file, typically provided in .ex5 or .mq5 format.
  4. Save the file in an easily accessible folder for installation.

Ensure that the version you download is compatible with your MT5 platform and operating system.

installing autochartist on mt5

Once the plugin or EA is downloaded, follow these steps to install it on MT5:

  1. Open MetaTrader 5.
  2. Navigate to FileOpen Data Folder.
  3. In the data folder, locate the MQL5 folder, then the Experts or Indicators folder depending on the type of plugin.
  4. Copy the Autochartist plugin file into the appropriate folder.
  5. Close and restart MT5 to allow the platform to recognize the new plugin.

After restarting, the Autochartist plugin should appear in the Navigator panel under Experts or Indicators.

configuring autochartist on mt5

Proper configuration ensures that Autochartist works efficiently within MT5. To configure:

  1. Open the Navigator panel and locate Autochartist.
  2. Drag and drop the plugin onto a chart or double-click to activate it.
  3. In the settings menu, enter your Autochartist account credentials.
  4. Customize parameters such as pattern types, alert preferences, timeframes, and risk levels.
  5. Apply the settings and confirm that the plugin is actively scanning the market.

Proper configuration allows you to receive real-time notifications, pattern recognition, and trading signals tailored to your strategy.

using autochartist features in mt5

Once integrated, Autochartist provides several features to enhance trading:

  • Pattern Recognition: Automatically detects chart patterns such as triangles, head and shoulders, and channels.
  • Volatility Analysis: Analyzes price fluctuations and identifies potential breakout opportunities.
  • Key Levels: Highlights support and resistance levels on your MT5 charts.
  • Trading Alerts: Sends notifications for newly detected patterns or significant market movements.
  • Market Reports: Generates daily and weekly reports summarizing trading opportunities.

Utilizing these features helps traders make informed decisions and improves efficiency in monitoring multiple markets.

troubleshooting common issues

Sometimes, integration may not work smoothly. Common issues include:

  • Plugin Not Showing: Ensure that the plugin is placed in the correct folder and MT5 is restarted.
  • Login Errors: Verify that your Autochartist account credentials are correct and active.
  • Slow Performance: Reduce the number of simultaneous charts or patterns scanned to improve performance.
  • Outdated Version: Check for the latest plugin version compatible with your MT5 platform.

Following these troubleshooting tips can resolve most technical problems and ensure smooth operation.

best practices for using autochartist on mt5

To maximize the benefits of Autochartist:

  • Regularly update the plugin to the latest version.
  • Monitor multiple timeframes for more comprehensive analysis.
  • Combine Autochartist insights with your own technical analysis.
  • Set alerts for patterns that align with your trading strategy.
  • Periodically review scanned patterns and filter for high-probability setups.

These practices help traders make the most of Autochartist’s capabilities while maintaining an effective trading strategy.

conclusion

Adding Autochartist to MT5 provides traders with a powerful tool for automated market analysis and trading insights. By understanding the installation process, proper configuration, and efficient use of features, traders can enhance their trading efficiency and accuracy. Whether you are identifying chart patterns, monitoring volatility, or receiving trading alerts, integrating Autochartist with MT5 streamlines market analysis and supports informed decision-making. Following best practices and troubleshooting tips ensures that the plugin operates smoothly, providing valuable assistance for traders at all experience levels.

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how to change cardpop I 82v8 emmc/b to windows 11

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how to change cardpop I 82v8 emmc/b to windows 11

Upgrading or changing the operating system on a device that uses eMMC storage, such as a Cardpop I 82v8 eMMC/b system, can be a challenging yet rewarding process. These devices are often compact, budget-friendly, and designed for lightweight usage, which means they come with certain hardware limitations. However, with proper preparation and the right approach, it is possible to install Windows 11 and improve the overall experience.

This process involves understanding the hardware, checking compatibility, preparing installation media, and carefully performing the installation. Because eMMC-based devices differ from traditional systems with SSDs or HDDs, extra attention must be given to storage management and system requirements.

This guide provides a detailed explanation of how to change a Cardpop I 82v8 eMMC/b device to Windows 11, covering each step in a structured and practical manner.

understanding emmc storage and device limitations

eMMC storage is commonly used in lightweight laptops and compact devices. Unlike traditional storage drives, eMMC is soldered directly onto the motherboard, which means it cannot be easily replaced or upgraded.

Devices with eMMC storage typically have limited capacity, often ranging from 32GB to 128GB. This limited space can create challenges when installing a modern operating system like Windows 11, which requires a significant amount of storage.

In addition to storage limitations, such devices may also have lower RAM and less powerful processors. These factors can affect performance after installation, so it is important to manage expectations and optimize settings accordingly.

Understanding these limitations helps in planning the installation process effectively.

checking windows 11 compatibility

Before attempting to install Windows 11, it is essential to check whether the device meets the system requirements. Windows 11 has stricter requirements compared to previous versions, including support for TPM, secure boot, and a compatible processor.

Use system information tools to check the device specifications, including processor type, RAM, and storage capacity. If the device does not meet all requirements, installation may still be possible using alternative methods, but performance and stability should be considered.

Ensuring compatibility reduces the risk of installation errors and ensures a smoother experience after upgrading.

backing up important data

Before making any changes to the operating system, backing up data is a critical step. Installing Windows 11 typically involves formatting the existing storage, which means all data on the device will be erased.

Copy important files, documents, and media to an external storage device or cloud storage. Double-check that all essential data has been saved before proceeding.

Taking this precaution prevents data loss and ensures that important information can be restored after installation.

creating windows 11 installation media

To install Windows 11, you will need a bootable USB drive containing the installation files. This can be created using a separate computer.

Download the official Windows 11 installation tool and use it to create a bootable USB drive. Ensure that the USB drive has sufficient storage capacity and is properly formatted.

Once the installation media is ready, safely eject the USB drive and prepare to use it on the target device.

This step is essential for initiating the installation process.

accessing bios or boot menu

To begin the installation, you need to access the device’s BIOS or boot menu. This is typically done by pressing a specific key during startup, such as F2, F12, or Delete.

Insert the bootable USB drive into the device and restart it. Enter the boot menu and select the USB drive as the primary boot option.

Ensure that secure boot and other settings are configured correctly if required. Some devices may need adjustments to allow booting from external media.

Accessing the correct boot settings is necessary to start the installation process.

preparing storage for installation

Because eMMC storage is limited, preparing the storage properly is crucial. During the installation process, you will be given the option to manage partitions.

Delete existing partitions if you are performing a clean installation. This will free up space and allow Windows 11 to create the necessary partitions automatically.

Ensure that there is enough free space for the operating system. If storage is very limited, consider removing unnecessary files beforehand or using lightweight configurations.

Proper storage preparation ensures a successful installation.

installing windows 11

Once the installation process begins, follow the on-screen instructions carefully. Select your language, region, and preferences as prompted.

Choose the option for a custom installation if you want to perform a clean install. Select the prepared storage space and proceed with the installation.

The system will copy files, install features, and restart multiple times during the process. Avoid interrupting the installation to prevent errors.

After completion, you will be guided through the initial setup, including creating a user account and configuring system settings.

This step completes the transition to Windows 11.

optimizing windows 11 for emmc devices

After installation, optimizing the system is important to ensure smooth performance. Disable unnecessary startup programs to reduce load times and improve responsiveness.

Adjust visual effects and system settings to prioritize performance over appearance. This can be done through system settings.

Keeping the system lightweight helps compensate for the limited hardware capabilities of eMMC devices.

Regular maintenance and updates also contribute to better performance.

managing storage space effectively

Storage management is critical on eMMC-based devices. Remove unnecessary files, uninstall unused applications, and use storage cleanup tools to free up space.

Consider using external storage for large files such as videos or backups. Cloud storage can also help reduce the load on the internal storage.

Keeping sufficient free space ensures that the system runs efficiently and reduces the risk of performance issues.

installing essential drivers

After installing Windows 11, it is important to ensure that all drivers are properly installed. Drivers enable hardware components such as graphics, audio, and networking to function correctly.

Check the device manager for any missing or outdated drivers. Install the necessary drivers from reliable sources to ensure compatibility.

Proper driver installation improves system stability and performance.

troubleshooting common issues

During or after installation, you may encounter issues such as slow performance, missing drivers, or compatibility problems.

Restarting the system and checking settings can resolve minor issues. Updating Windows can also fix bugs and improve functionality.

If storage becomes a problem, removing temporary files and unnecessary applications can help free up space.

Understanding common troubleshooting steps ensures that problems can be resolved effectively.

maintaining system performance

Maintaining performance on an eMMC device requires regular care. Keep the system updated to ensure security and stability.

Avoid installing heavy applications that may strain the hardware. Use lightweight alternatives whenever possible.

Regularly clean up storage and monitor system performance to ensure smooth operation.

Consistent maintenance helps extend the usability of the device.

conclusion

Changing a Cardpop I 82v8 eMMC/b device to Windows 11 involves careful planning, preparation, and execution. By understanding the limitations of eMMC storage, checking compatibility, and following proper installation steps, it is possible to successfully upgrade the system.

From creating installation media to optimizing performance after installation, each step plays a crucial role in achieving a smooth and efficient setup. Managing storage, installing drivers, and maintaining the system ensures long-term usability.

With the right approach and attention to detail, even limited hardware devices can run Windows 11 effectively and provide a functional and reliable computing experience.

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