LR Schedulers with C++ extensions

Implements some LR scheduling functions to decay or ramp values across timestamps.

Install

Install with: pip install scheduling_utils

Usage

Each scheduler is available with full python code or c++ code (ctypes is used for binding) wrapped into python classes.
To initialize and use for example a cosine scheduler, do the following:

# import the c++ cosine scheduler
from schedulers_cpp import CosineScheduler

# use this to use the full python version
# from schedulers import CosineScheduler

start_step = 0
stop_step = 10

start_value = 5
stop_value = 20

scheduler = CosineScheduler(start_step, stop_step, start_value, stop_value)

# get values corresponding to step
for step in range(10):
    value = scheduler.step(step)

Available Schedulers

Available Schedulers at current version:

• Linear:

  

• Cosine:

  

• LinearCosine: