code: def _sfdp_pattern_10(query, key, value):
      # no dropout version of 9
      q = query.permute(0, 2, 1, 3)
      k = key.permute(0, 2, 1, 3)
      v = value.permute(0, 2, 1, 3)
      q = q / math.sqrt(q.size(-1))
      div = q @ k.transpose(-2, -1)
      div = div.to(torch.float32)
      attn_weight = torch.softmax(div, dim=-1)
      attn_weight = attn_weight.to(torch.float16)
      return attn_weight @ v
  
imports: import functools
  import inspect
  import logging
  import math
  import torch
  from ..._dynamo.utils import counters
  from ..pattern_matcher import filter_nodes, fwd_only, joint_fwd_bwd, register_replacement
label_desc: Use image node_id 19 for calling a global function with example usage: _sfdp_pattern_10(query, key, value) and returns: unknown