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@ -94,9 +94,9 @@ You can test your code with it:
TRAINS is composed of the following: TRAINS is composed of the following:
* the [TRAINS-server](https://github.com/allegroai/trains-server) * [TRAINS-server](https://github.com/allegroai/trains-server)
* the [Web-App](https://github.com/allegroai/trains-web) (web user interface) * [Web-App](https://github.com/allegroai/trains-web) (web user interface)
* the Python SDK (auto-magically connects your code, see [Using TRAINS (Example)](#using-trains-example)). * Python SDK (auto-magically connects your code, see [Using TRAINS](#using-trains-example))
The following diagram illustrates the interaction of the TRAINS-server and a GPU machine: The following diagram illustrates the interaction of the TRAINS-server and a GPU machine:
@ -152,9 +152,9 @@ The following diagram illustrates the interaction of the TRAINS-server and a GPU
After installing and configuring, your configuration is `~/trains.conf`. View a sample configuration file [here](https://github.com/allegroai/trains/blob/master/docs/trains.conf). After installing and configuring, your configuration is `~/trains.conf`. View a sample configuration file [here](https://github.com/allegroai/trains/blob/master/docs/trains.conf).
## Using TRAINS (Example) ## Using TRAINS
Add these two lines of code to your script: Add these two lines of to your code:
from trains import Task from trains import Task
task = Task.init(project_name, task_name) task = Task.init(project_name, task_name)
@ -170,7 +170,7 @@ TRAINS Metrics page:
https://demoapp.trainsai.io/projects/76e5e2d45e914f52880621fe64601e85/experiments/241f06ae0f5c4b27b8ce8b64890ce152/output/log https://demoapp.trainsai.io/projects/76e5e2d45e914f52880621fe64601e85/experiments/241f06ae0f5c4b27b8ce8b64890ce152/output/log
``` ```
*[Add GIF screenshots here]* ![Alt Text](docs/results_screenshots.gif)
For more examples and use cases, see [examples](https://github.com/allegroai/trains/tree/master/examples). For more examples and use cases, see [examples](https://github.com/allegroai/trains/tree/master/examples).

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