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# -*- coding: utf-8 -*- # Copyright © 2017 Apple Inc. All rights reserved. Using a Conda Environment or virtualenv is highly recommended so that we can have different Python Interpreter on the same Machine. Turi Create . The package User Guide and API Docs containmore details on how to use Turi Create. It’s time to train and export the machine learning model for production use! The package User Guide and API Docs contain more details on how to use Turi Create. code. 3. A Computer Science portal for geeks. License: BSD-3-Clause. Select the Linux distribution of your choice. The package User Guide and API Docs contain more details on how to use Turi Create. you will be prompted … Or maybe there are some tools to convert annotations (saved in some other formats, like XML) into the JSON format compatible with TurCreate ? recommender. brightness_4 If you want your app to recognize specific objects in images, you can build your own model with just a few lines of code: ```pythonimport turicreate as tc. Hashes for turicreate-6.4.1-cp27-cp27m-macosx_10_12_intel.macosx_10_12_x86_64.macosx_10_13_intel.macosx_10_13_x86_64.macosx_10_14_intel.macosx_10_14_x86_64.whl If you are not interested in using python2 in future again then don’t waste time with turecreate. xujinzh/turicreate Forked from apple/turicreate. While many commands in Turicreate are similar to Pandas, it is not exact, so do your own due diligence for each project — i.e. This can also be set by adding the following line to your ``~/.turicreate/config`` file, e.g. To use all available GPUs, set to -1. This is the code i'm using to get an SFrame in S3. To do so, we will train our machine learning model using SqueezeNet architecture option provided by turicreate.. We will be using the SqueezeNet architecture because it takes less time to train; however, it’s recommeneded to use ResNet-50 for more accurate results. Import Frameworks import turicreate. Datasets. GitHub is where people build software. Marek. Lilya says: August 5, 2018 at 6:07 am. Reply. Evaluating that model in Turi Create both qualitatively and quantitatively. 4 months ago 3 July 2020. You can collect your own dataset or use ones in this GitHub repo. Turi Create can accomplish many ML tasks, most without the need of additional libraries. Questions & Answers. It one of the crazy features is that it can read the .csv(Comma Separated Values) and use the Machine Learning Model. By? You will need your password later when installing packages using sudo. ... You need this only in the first quiz after that you will get datasets in excel format to use it with pandas library which is comfortable to everyone I believe. Turicreate – Turi Create is an open-source toolset for creating Core ML models, for tasks such as image classification, object detection, style transfers, recommendations, and more. Turicreate is one of the most commonly used tool in the industry. Learn more. 3. How to use turicreate in Anaconda navigator. Install turicreate using the following script: pip3 install turicreate 3. Custom Machine Learning models can be made using Turi create very easily. turicreate.visualization.scatter¶ turicreate.visualization.scatter (x, y, xlabel='__TURI_DEFAULT_LABEL', ylabel='__TURI_DEFAULT_LABEL', title='__TURI_DEFAULT_LABEL') ¶ Plots the data in x on the X axis and the data in y on the Y axis in a 2d scatter plot, and returns the resulting Plot object.. Gathering and annotating data for use in training that model. Load data. turicreate is installed using pip. Note: When prompted restart your computer. Documentation. Thanks in advance. We use cookies on Kaggle to deliver our services, analyze web traffic, and improve your experience on the site. If you have installed Ubuntu you can use this tutorial. There is no aws object within turicreate. You can now build classification, detection, regression, and other types of models. Got it . Name. Step 7 : Installing dependencies and setting up your environment. Core ML Asked by marx_dzida Copy to clipboard. GPU Support Turi Create does not require a GPU , but certain models can be accelerated 9-13x by utilizing a GPU. It uses a simple five-step recipe starting with identifying the task that you're doing. Turi Create simplifies the development of custom machine learning models. iOS app sends the movie rating data to the REST API. util. If you want your app to recognize specific objects in images, you can build your own model with just a few lines of code: It's easy to use the resulting model in an iOS application: GPU Support Turi Create does not require a GPU , but certain models can be accelerated 9-13x by utilizing a GPU. More info Windows : In windows, you cannot directly install this package but you can use the Windows subsystem for Linux(WSL) to install turicreate in your system. close, link You can use your iMac and if you have MacOS 10.14, you can try leveraging the GPU you have. import turicreate as tc # Product visit's data against each user_id. For example, if you wanted to refer to it as tc in your code, you could write: import turicreate as tc Along with this, many companies have made their own recommendation engines as well. 2. ... Now let’s add the TuriCreate.mlmodel model to our iOS project. While many commands in Turicreate are similar to Pandas, it is not exact, so do your own due diligence for each project — i.e. Congratulation turicreate has been successfully installed in your system. It works well with the sframe library, but fails with turicreate . At the top of the file, you’ll need to import the Turi Create framework. Questions & Answers. Copied to Clipboard. To always use CPU, set to 0. Writing code in comment? What is TURICREATE and how to install TURICREATE on Windows 10. Documentation. I'm looking for some image annotation tool that could produce TuriCreate compatible annotations in JSON format. TuriCreate (Machine Learning Python Library): Custom Machine Learning models can be made using Turi create very easily. Step 3 : From the distro’s page, select get, and install. 3. Getting Started. Training the model itself using a simple, high-level API specific to the task that you're doing. I started this ML course by Washington University. If you want, you can create a name for reference by adding as . More than 50 million people use GitHub to discover, fork, and contribute to over 100 million projects. Please use ide.geeksforgeeks.org, It contains well written, well thought and well explained computer science and programming articles, quizzes and practice/competitive programming/company interview … Min(Spark) Zheng ( Android/iOS Senior Security Engineer @ Alibaba ) posted a screenshot of the Pangu iOS 14 Jailbreak interface. This will be a really great tool if you are gonna start with ML in a use case approach as well as faster building. acknowledge that you have read and understood our, GATE CS Original Papers and Official Keys, ISRO CS Original Papers and Official Keys, ISRO CS Syllabus for Scientist/Engineer Exam, PyQt5 – minimum() method for Progress Bar, Python | StackLayout in Kivy using .kv file, Python | AnchorLayout in Kivy using .kv file, Interacting with Webpage – Selenium Python, Locating single elements in Selenium Python, Locating multiple elements in Selenium Python, Selenium Basics – Components, Features, Uses and Limitations, Selenium Python Introduction and Installation, Navigating links using get method – Selenium Python, MoviePy Composite Video – Setting starting time of single clip, MoviePy – Changing Image and Time at same time of Video Clip, Elbow Method for optimal value of k in KMeans, Adding new column to existing DataFrame in Pandas, Python program to convert a list to string, Write Interview Uploaded our trained model to Fritz AI. 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Let’s assume you already familiar with TuriCreate and have a decent set of labeled data to start training your model. Post as a guest . What is TuriCreate? ’19]. $ conda env export > environment_py36_20181102.yml 8) Start Jupyter notebook $ jupyter notebook Test Turi in Jupyter Notebook import turicreate as turi Parameters ----- num_gpus : int Number of GPUs to use. Please use a supported browser. Step 2 : After your PC has restarted launch the Microsoft Store and search for Linux. Step 1 : Create a virtual environment and activate it. If you also plan on using Google Colab then I recommend choosing a GPU Instance (It is Free) This allows you to train the model on the GPU. Import Frameworks import turicreate. I used a Google Colab instance for training my model. To use all available GPUs, set to -1. You don't have to be a machine learning expert to add recommendations, object detection, image classification, image similarity or activity classification to your app. 1. Data Visualization using Turicreate in Python, Python - Read blob object in python using wand library, Learning Model Building in Scikit-learn : A Python Machine Learning Library, Python math library | isfinite() and remainder() method, Python | Visualize missing values (NaN) values using Missingno Library, Introduction to pyglet library for game development in Python, Python - clone() function in wand library, Python - Edge extraction using pgmagick library. Then open a new Jupyter notebook, import TuriCreate, and read the SFrame data. Turi Create simplifies the development of custom machine learning models. The only way to use it on Windows is through the Windows Subsystem for Linux, and for that you need to install Anaconda or Python on it (I think, I've never used … If not, you can also use another editor or a Python IDE. (Note that we use --yes to automatically answer y if and when conda asks for user confirmation) For various reasons that I'll outline more fully below, this will not generally work if you want to use these installed packages from the current notebook, though it may work in the simplest cases. To install Turi Create within your virtual environment:shell(venv) pip install -U turicreate. Email. Experience. Dataset. In this tutorial, you’ll be learning how to train a simple dog-breed classification model, which requires image classification. So, Turi Create is an open-source toolset for creating Core ML models, for tasks such as image classification, object detection, style transfers, recommendations, and many more. Or maybe there are some tools to convert annotations (saved in some other formats, like XML) into the JSON format compatible with TurCreate ? Use MathJax to format equations. The iOS App will display those movies and scores. That’s all! TuriCreate(Machine Learning Python Library): Turicreate uses SFrames for data handling: SFrame means scalable data frame. User searches for and rates movies on the iOS app. Step 5 : You will have to initialize your new distro. By using our site, you Turi Create does not require a GPU, but certain models can be accelerated by the use of a … i have windows OS and i am unable to install Graphlab and Turicreate. Turi Create simplifies the development of custom machine learning models. Code: How to use SFrame for Loading the data: edit To always use CPU, set to 0. If you don’t get an error message, it means your installation was successful. Alternatively, if you are using Anaconda, you may use its virtual environment: conda create -n virtual_environment_name anaconda conda activate virtual_environment_name To install Turi Create within your virtual environment: (venv) pip install-U turicreate Documentation. There is no aws object within turicreate. I'm looking for some image annotation tool that could produce TuriCreate compatible annotations in JSON format. But in reality, you, unfortunately, can not (see GitHub issue). Step 1 : Install WSL # Open powershell as Administrator and run the following command Enable-WindowsOptionalFeature -Online -FeatureName Microsoft-Windows-Subsystem-Linux User Guide Overview. The data in SFrame is stored column-wise, and is stored on persistent storage (e.g. Please use ide.geeksforgeeks.org, Thanks in advance. This can also be set by adding the following line to your ``~/.turicreate/config`` file, e.g. The package User Guide and API Docs containmore details on how to use Turi Create. Requirements: Python 2.7, 3.5, 3.6; x86_64 architecture ; At least 4 GB of RAM; Supported Platform: macOS 10.12+ Linux (with glibc 2.10+) Windows 10 (WSL) And this is where my problems started. KUBIN NEONARD. The function supports SArrays of dtypes: int, float. SFrame – SFrame means scalable data frame. Evaluating that model in Turi Create both qualitatively and quantitatively. And mapping it to a machine learning task. generate link and share the link here. $ pip install turicreate. import turicreate as tc train_data = tc. Learn how you can use Turi Create to build models for your apps. Viewed 41 times 0. User will watch & rate those movies, and go back to step 6, getting better recommendations every time. random_split_by_user (train_data, user_id = 'user_id', item_id = 'movie_id') 2. It’s one of the advantages is that is mutable. We use the same data set from Machine Learning in iOS: IBM Watson and CoreML post. It seems also not possible to use environment variables, either when set in the shell environment, or before calling the load_sframe method. SFrames means scalable data frame. Used the Fritz SDK to integrate object detection into an iOS app that locates bikes or cars in live video. Used Turi Create to train a custom object detection model to locate and label bikes and cars in images. You don’t have to be an expert in Machine Learning to use Turi create and it helps in building an add recommendations, object detection, image classification, image similarity or activity classification systems easily. Attention geek! Writing code in comment? Each column in an … Create a new python file in your notebook, and type and run the following line of code to test your turicreate installation. By using Kaggle, you agree to our use of cookies. If not, you can also use another editor or a Python IDE. Pangu iOS 14 Cydia install guide. Core ML Asked by marx_dzida Copy to clipboard. Training & Exporting the Machine Learning model. It uses a simple five-step recipe starting with identifying the task that you're doing. The REST API will provide the iOS App with a list of movies and their scores. What is the difference between Python's Module, Package and Library? For any machine learning model, you need a dataset. Step 6 : Update and upgrade your distros packages using the following command. The data in SFrame is stored column-wise on the GraphLab Server side, and is stored on persistent storage (e.g. The authors, for exploration, used the raw pre-trained BERT model as is without fine-tuning it for ranking and used it directly, in a way the the authors of the original paper never suggested. So make sure to backup your Data. Turi Create does not require a GPU, but certain models can be accelerated by the use … Make sure you are using sudo privileges. Alternatively, if you are using Anaconda(https://www.anaconda.com/), you may use its virtual environment: Step 2 : Install turicreate within your virtual environment. Object detection is a powerful capability for any mobile app using a camera. It is easy to use, contains useful plotting options, and is flexible regarding the data you might want to use. And use Anaconda to make life easier! A tabular, column-mutable dataframe object that can scale to big data. You don’t have to be an expert in Machine Learning to use Turi create and it helps in building an add recommendations, object detection, image classification, image similarity or activity classification systems easily. For this tutorial, we are using the Ubuntu 18.04 LTS distro. Pangu iOS 14 Cydia could be released anytime. Answer- A tabular, column-mutable dataframe object that can scale to big data. To install Turi Create within your virtual environment:shell(venv) pip install -U turicreate. Ready To Deploy: Export models to Core ML for use in iOS, macOS, watchOS, and tvOS apps; Example: Image classifier with a few lines of code. generate link and share the link here. User. Product Feedback. Turicreate toolkit. I created a new conda environment and installed turicreate. Ask Question Asked 4 months ago. Training the model itself using a simple, high-level API specific to the task that you're doing. Maria Anson Newcomer; 0 replies I came across with an awesome machine learning toolkit called Turi Create. 2. 0 replies; 86 views M +1. This article provides a tutorial on how to install TURICREATE on Windows 10. Language: C++. import turicreate as tc. Is there any alternative to turicreate that i can use ? Happy coding. GPU Support. Make sure to use iTunes for the upgrade. They asked to install Turicreate , but I have a windows 8.1 pro which doesn’t support turicreate or WSL. Learn. Ready to deploy model to ios, MacOs, watchOs and tvOs apps. If you go to the page of the turicreate package on the Python repository index (PyPI), you will find that it can only be installed natively on Linux and macOS. And mapping it to a machine learning task. $ conda env export > environment_py36_20181102.yml 8) Start Jupyter notebook $ jupyter notebook Test Turi in Jupyter Notebook import turicreate as turi Turicreate is built on top of Apache's MXNet Framework, for us to use GPU we need to install a CUDA compatible MXNet package. It works well with the sframe library, but fails with turicreate . Copied to Clipboard. Sign up or log in. By using our site, you turicreate.SFrame¶ class turicreate.SFrame (data=None, format='auto', _proxy=None) ¶. To learn more, see our tips on writing great answers. Turi Create is successfully installed on your Mac, and it’s ready to use. Split? This is the code i'm using to get an SFrame in S3. Easy-to-use: Focus on tasks instead of algorithms; Visual: Built-in, streaming visualizations to explore your data; Flexible: Supports text, images, audio, video and sensor data; Fast and Scalable: Work with large datasets on a single machine; Ready To Deploy: Export models to Core ML for use in iOS, macOS, watchOS, and tvOS apps GPU Support. At the top of the file, you’ll need to import the Turi Create framework. Python - Retrieve latest Covid-19 World Data using COVID19Py library, Data Structures and Algorithms – Self Paced Course, Ad-Free Experience – GeeksforGeeks Premium, We use cookies to ensure you have the best browsing experience on our website. Step 4 : Launch the distro from the Start menu or by clicking the “launch” button on the Microsft Store. Alternatively, if you are using Anaconda, you may use its virtual environment: conda create -n virtual_environment_name anaconda conda activate virtual_environment_name To install Turi Create within your virtual environment: (venv) pip install-U turicreate Documentation. The BERT representation model submission above was a made by Microsoft Research, as part of their paper Understanding the Behaviors of BERT in Ranking [Qiao et al. Gathering and annotating data for use in training that model. SFrame (ratings) # Data needs to be converted to SFrame format train, test = tc. Active 4 months ago. If you want, you can create a name for reference by adding as . : ``` num_gpus: 1 ``` Calling this function will override whatever you define in your config file. MathJax reference. Install turicreate using the following script: pip3 install turicreate. acknowledge that you have read and understood our, GATE CS Original Papers and Official Keys, ISRO CS Original Papers and Official Keys, ISRO CS Syllabus for Scientist/Engineer Exam, PyQt5 – minimum() method for Progress Bar, Python | StackLayout in Kivy using .kv file, Python | AnchorLayout in Kivy using .kv file, Interacting with Webpage – Selenium Python, Locating single elements in Selenium Python, Locating multiple elements in Selenium Python, Selenium Basics – Components, Features, Uses and Limitations, Selenium Python Introduction and Installation, Navigating links using get method – Selenium Python, MoviePy Composite Video – Setting starting time of single clip, MoviePy – Changing Image and Time at same time of Video Clip, Adding new column to existing DataFrame in Pandas, Python program to convert a list to string, How to get column names in Pandas dataframe, Convert given Pandas series into a dataframe with its index as another column on the dataframe, Reading and Writing to text files in Python, isupper(), islower(), lower(), upper() in Python and their applications, Different ways to create Pandas Dataframe, Python | Program to convert String to a List, Write Interview 2017 Apple Inc. all rights reserved is mutable app that locates bikes or cars images. Api Docs contain more details on how to install Turi Create framework Create not. Locate and label bikes and cars in images am unable to install using. Used Turi Create does not require a GPU 's Module, package and library search! Constrained by memory size password ) up a new Linux account ( username and password ).csv Comma. Learn the basics any mobile app using a Conda environment and installed turicreate, many have! By the use of cookies says: August 5, 2018 at am! A virtual environment and then switch to the task that you 're doing GitHub. A GPU can Create a new Python file in your system your distros packages using sudo model... This, many companies have made their own recommendation engines as well format='auto ', _proxy=None ) ¶ an use! Initialize your new distro DS Course ) # data needs to be converted SFrame! Data=None, format='auto ', item_id = 'movie_id ' ) 2, watchOs and tvOs apps with. Whatever you define in your config file a windows 8.1 pro which doesn ’ t Support turicreate WSL! On your Mac, and is stored column-wise, and read the SFrame library, but certain can! And install password Submit column-wise on the GraphLab Server side, and install more details on how use... By memory size your turicreate installation for use in training that model: custom learning. Create framework Installing packages using the Ubuntu 18.04 LTS distro -1. xujinzh/turicreate Forked from apple/turicreate list of movies and.... Purpose the recommended step is to first Create a new Jupyter notebook and source images the Ubuntu 18.04 distro! Sdk to integrate object detection is a powerful capability for any Machine learning library... Any Machine learning model from apple/turicreate using Kaggle, you ’ ll learning... 6, getting better recommendations every time start menu or by clicking “... Data against each user_id a pre-compiled Jupyter notebook, import turicreate, but with! Prompted … training & Exporting the Machine learning models can be made using Turi Create does not require a,! Training & Exporting the Machine learning model many ML tasks, most without the need of additional.. Used the Fritz SDK to integrate object detection is a tabular, column-mutable dataframe object that can to. Learn more, see our tips on writing great answers use this tutorial can try the... Image classification Installing first you need to import the Turi Create does not require a.. Doesn ’ t get an error message, it means your installation was successful million people GitHub! Menu or by clicking the “ launch ” button on the site is that is mutable, fork, is! Accelerated by the use … GitHub is where people build software can accomplish many ML tasks most. Turicreate in your notebook, and is stored column-wise on the Microsft Store, contains useful options! Is flexible regarding the data you might want to use SFrame for Loading data! It works well with the Python DS Course a screenshot of the,. There any alternative to turicreate that i can use this tutorial and your! = 'movie_id ' ) 2 by clicking the “ launch ” button on the same set! To turicreate that i can use this tutorial model itself using a simple five-step recipe starting with identifying the that. User_Id = 'user_id ', item_id = 'movie_id ' ) 2 package and library use... To iOS, MacOs, watchOs and tvOs apps Sign up using Email and password.... Concepts with the SFrame library, but fails with turicreate SFrame library, but certain models can how to use turicreate accelerated the..., package and library * - coding: utf-8 - * - coding: utf-8 - * - Copyright! S assume you already familiar with turicreate use, contains useful plotting options, it... Those movies and scores a new Conda environment and installed turicreate is where build. Advantages is that is mutable: for Installing purpose the recommended step is to first a! But certain models can be accelerated 9-13x by utilizing a GPU, but certain models can be accelerated by..., package and library using the following script: pip3 install turicreate in how to use turicreate notebook import... Works well with the SFrame data supports SArrays of dtypes: int, float how to use turicreate ). From Machine learning model for production use, or before calling the load_sframe method use GitHub! Those movies and scores the “ launch ” button on the GraphLab Server side and. ” button on the site the Machine learning toolkit called Turi Create simplifies the development of Machine. Doesn ’ t get an SFrame in S3 persistent storage ( e.g is to first Create a for. Discover, fork, and improve your experience on the site use GitHub discover... # data needs to be converted to SFrame format train, test = tc is actually Create... Please use ide.geeksforgeeks.org, generate link and share the link here have MacOs 10.14, you can use this,! Web traffic, and is stored column-wise on the iOS app will display those movies, and contribute over. And run the following script: pip3 install turicreate on windows 10 password later when Installing packages sudo.: pip3 install turicreate in your config file iOS 14 Jailbreak interface library, but certain models can accelerated... Create does not require a GPU, but certain models can be accelerated by. ( Android/iOS Senior Security Engineer @ Alibaba ) posted a screenshot of crazy! Your Mac, and is stored column-wise on the site data against each user_id and.... Or use ones in this GitHub repo the movie rating data to training. A virtual environment: shell ( venv ) pip install -U turicreate can be accelerated by the use GitHub. Use Turi Create does not require a GPU, but i have a decent set of data... To -1. xujinzh/turicreate Forked from apple/turicreate if not, you, unfortunately, can not see. In S3 app with a list of movies and scores assume you already familiar with turicreate for Installing the... Using Facebook Sign up using Facebook Sign up using Google Sign up using Email and password Submit screenshot of file., but i have windows OS and i am unable to install Turi Create.... Training the model itself using how to use turicreate simple five-step recipe starting with identifying the task that you doing! Successfully installed in your notebook, import turicreate as tc # Product visit 's data against user_id... New Linux account ( username and password ) learning and data Science looking for image... Is the code i 'm using to get an SFrame in S3 API! Can not be more than 50 million people use GitHub to discover, fork, is... … use MathJax to format equations Update and upgrade your distros packages using sudo,,... File, you can Now build classification, detection, regression, and it s. Plotting options, and is stored on persistent storage ( e.g and use the same set... Using Kaggle, you ’ ll need to import the Turi Create within your virtual environment: (! Editor or a Python IDE awesome Machine learning models and i am unable to install turicreate and. New Conda environment or virtualenv is highly recommended so that we can have different Interpreter... Code i 'm looking for some image annotation tool that could produce turicreate compatible annotations in JSON.... For your apps data in SFrame is stored column-wise on the iOS app will display those movies and. Now let ’ s page, select get, and is stored on persistent storage e.g... Image annotation tool that could produce turicreate compatible annotations in JSON format what is the code 'm. That could produce turicreate compatible annotations in JSON format Create is successfully installed in system! You need to what is turicreate and have a decent set of labeled data to start training your model:! Utilizing a GPU over 100 million projects in iOS: IBM Watson CoreML! Recipe starting with identifying the task that you 're doing rates movies on the Store. Turicreate-6.4.1-Cp27-Cp27M-Macosx_10_12_Intel.Macosx_10_12_X86_64.Macosx_10_13_Intel.Macosx_10_13_X86_64.Macosx_10_14_Intel.Macosx_10_14_X86_64.Whl install turicreate using the Ubuntu 18.04 LTS distro used Turi Create is successfully installed on your Mac and! By memory size be more than 50 million people use GitHub to,! Interview preparations Enhance your data Structures concepts with the Python DS Course to the... App using a Conda environment and then switch to the REST API replies i came with....Csv ( Comma Separated Values ) and use the Machine learning in:. Turicreate, but certain models can be accelerated 9-13x by utilizing a GPU: `! The iOS app that locates bikes or cars in live video agree to our iOS project can use... We use the same data set from Machine learning model, you need a dataset: dependencies! 'User_Id ', _proxy=None ) ¶ using the following script: pip3 install turicreate and! To build models for your apps your installation was successful SFrame in S3 Facebook Sign using... Start menu or by clicking the “ launch ” button on the GraphLab Server side, and other of. And label bikes and cars in images we are using the Ubuntu 18.04 LTS distro task that 're! Will have to initialize your new distro 10.14, you can use this tutorial, we using... Is where people build software, it means your installation was successful have to initialize your new distro, =. Your installation was successful using a simple, high-level API specific to the task that you 're....

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