code: def AdamW(
      params: List[Tensor],
      lr=0.001,
      b1=0.9,
      b2=0.999,
      eps=1e-8,
      wd=0.01,
  ):
      return LAMB(params, lr, b1, b2, eps, wd, adam=True)
  
file_path: tinygrad/tinygrad/nn/optim.py
imports: from typing import List
  from tinygrad.helpers import dedup, getenv
  from tinygrad.tensor import Tensor
label_desc: Use image node_id 1 for calling a global function with example usage: AdamW(params, lr, b1, b2, eps, wd) and returns: LAMB