# Data set split
TRAIN_FRACTION = 0.75
VALIDATE_FRACTION = 0.1
TEST_FRACTION = 0.15
TOTAL_NUM_EXAMPLES = 147052     # Total number of tracks
assert(TRAIN_FRACTION + VALIDATE_FRACTION + TEST_FRACTION == 1.0)

# Validation and check pointing
EVALUATION_FREQ = 1000   # Number of mini-batch SGD steps after which an evaluation is performed.
CHECKPOINT_FREQ = 1000   # Number of mini-batch SGD steps after which a checkpoint is taken.

# File paths
EXPT_DIRECTORY_PATH = "./Experiments"  # Path of the Experiments directory

# Data set split
TRAIN_FRACTION = 0.75
VALIDATE_FRACTION = 0.1
TEST_FRACTION = 0.15
TOTAL_NUM_EXAMPLES = 147052     # Total number of tracks
assert(TRAIN_FRACTION + VALIDATE_FRACTION + TEST_FRACTION == 1.0)

# Validation and check pointing
EVALUATION_FREQ = 900   # Number of mini-batch SGD steps after which an evaluation is performed.
CHECKPOINT_FREQ = 900   # Number of mini-batch SGD steps after which a checkpoint is taken.

# File paths
EXPT_DIRECTORY_PATH = "./Experiments"  # Path of the Experiments directory

Change default value of checkpoint frequency
Change default value of checkpoint frequency

The default values of evaluation and checkpoint frequency are the same,
and they are approximately equal to the number of steps in each epoch.
