NeptuneML wrapper to quickly record data about experiments
Project description
Project name here
Summary description here.
This file will become your README and also the index of your documentation.
Install
pip install your_project_name
How to use
Fill me in please! Don't forget code examples:
from fast_neptune.core import *
# Neptune login
from neptune.sessions import Session
import getpass
api_token = getpass.getpass("Please enter your NeptuneML API token : ")
session = Session(api_token=api_token)
user_name = "danywin"
project_name = "fast-neptune"
project = session.get_project(project_qualified_name=f'{user_name}/{project_name}')
#code
from fastai.vision import *
path = untar_data(URLs.MNIST_SAMPLE)
data = ImageDataBunch.from_folder(path)
learn = cnn_learner(data, models.resnet18, metrics=accuracy)
A new version of the dataset is available.
Downloading http://files.fast.ai/data/examples/mnist_sample
<style>
/* Turns off some styling */
progress {
/* gets rid of default border in Firefox and Opera. */
border: none;
/* Needs to be in here for Safari polyfill so background images work as expected. */
background-size: auto;
}
.progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {
background: #F44336;
}
</style>
97.85% [3145728/3214948 00:05<00:00]
Download of http://files.fast.ai/data/examples/mnist_sample.tgz has failed after 5 retries
Fix the download manually:
$ mkdir -p C:\Users\Daniel\.fastai\data
$ cd C:\Users\Daniel\.fastai\data
$ wget -c http://files.fast.ai/data/examples/mnist_sample.tgz
$ tar -zxvf mnist_sample.tgz
And re-run your code once the download is successful
An exception has occurred, use %tb to see the full traceback.
SystemExit: 1
nb_name = "index.ipynb"
globs = globals()
with fast_experiment(project,nb_name,globs) as exp:
pass
https://ui.neptune.ai/danywin/EnsembleDropout/e/EN-171
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