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This repository was archived by the owner on May 1, 2024. It is now read-only.
It would be helpful for serverless ML architecture to publish mxboard logs into AWS cloudwatch.
import mxnet as mx
from mxboard import SummaryWriter
with SummaryWriter(loggroup='/aws/training', logstream=f'{training-job-name}/mxboard') as sw:
for i in range(10):
# create a normal distribution with fixed mean and decreasing std
data = mx.nd.normal(loc=0, scale=10.0/(i+1), shape=(10, 3, 8, 8))
sw.add_histogram(tag='norml_dist', values=data, bins=200, global_step=i)