Experiment Logs
Log streaming is available in both the web UI and CLI. It is also possible to stream logs using the SDK.
Navigate to a Job run part of an Experiment to view its logs. These logs are streamed in realtime while the Experiment runs. There are a few options such as Search, View all Logs, and Download Logs available on the page.
You can stream logs while the Experiment is running or after it has stopped.
Example Use
gradient experiments logs --experimentId <id>Example Output
Hello Paperspace
Creating file /artifacts/myoutput1.txt
Creating file /artifacts/myoutput2.txt
Finished; returning exit code 0Properties
Name
Type
Attributes
Description
experimentId
string
Required
Id of the experiment to view logs for.
follow
string
<optional>
Content
line
number
<optional>
Optional; if line is specified logs only logs after that line will be returned (up to limit).
limit
number
<optional>
Optional; number of log lines to retrieve on each request; default limit is 2000.
While using the SDK, you can print the logs of an Experiment.
#create a log stream & print all logs for the duration of experiment
log_stream = experiment_client.yield_logs(experiment_id)
print("Streaming logs of experiment")
try:
while True:
print(log_stream.send(None))
except:
print("done streaming logs")Last updated