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README.md

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@@ -17,10 +17,10 @@ This repository is home to the open source CodeFlare CLI,
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`codeflare`. On macOS, you can [get started
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immediately](#installation) using `brew install`.
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| **Rapid Job Submission** | **Optimized Inner Loop** | **Easy access to Pop-up Dashboards** |
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| ---------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| `codeflare` guides you through the complex process by posing a series of questions. Where is your source code? Where is your data? | You may name the set of answers you provided. We call this a **profile**. Your inner loop then becomes: `codeflare -y -p <profileName>`. The `-y` means accept all prior answers. | `codeflare` offers quick access to a variety of graphical dashboards, including MLFlow, Tensorboard, and a custom CodeFlare Dashboard that helps you track the progress of an individual job. |
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| `codeflare` glues answers together and submits a Kubernetes job. | You can switch quickly between profiles, and even submit jobs to distinct profiles concurrently. | There is no need to fiddle with yaml files and port forwards. With a few clicks, you will get a popup dashboard window. |
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| **Rapid Job Submission** | **Optimized Inner Loop** | **Easy access to Pop-up Dashboards** |
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| -------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------- |
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| `codeflare` guides you via a series of questions. Where is your code? Where is your data? How many GPUs do you need? | You may name the set of answers you provided. We call this a **profile**. Your inner loop then becomes: `codeflare -y -p <profileName>`. The `-y` means accept all prior answers. | `codeflare` offers quick access to MLFlow, Tensorboard, and a custom dashboard that tracks the resource consumption and logs of a job. |
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| `codeflare` glues answers together and submits a Kubernetes job. | You can switch quickly between profiles, and even submit jobs to distinct profiles concurrently. | There is no need to fiddle with yaml files and port forwards. With a few clicks, you will get a popup dashboard window. |
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## Installation
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