A simple utility for clean and aesthetic logging in terminal. Especially useful for tracking machine learning metrics during training or evaluation.
pip install terminalogger
terminalogger is dependent on termcolor
package, which can be installed as follows:
pip install termcolor
# Import TerminalLogger class from terminalogger
from terminalogger import TerminalLogger
import random
# Initialize logger
logger = TerminalLogger(float_precision=4)
# A sample training loop
for epoch in range(10):
logger.epoch_marker(epoch, total_epochs=10, color='green')
for i, batch in enumerate(data_loader):
mean_squared_error = random.random()
binary_crossentropy = random.random()
# Log the metrics to terminal
logger.log({
'Batch': i,
'Mean squared error': mean_squared_error,
'Binary crossentropy': {'value': binary_crossentropy, 'precision': 6}
})
This package is licensed under the MIT License.