)`ik:ddlZddlmZejdZdS)Ncl|tjkrd}d}nW|tjkrd}d}nB|tjkrd}d}n-|tjkrd}d}ntjd d |tj|tj|z|||S) zScales a value and clamps it to the range of the target dtype. This function hard-wires the upper/lower bounds in order to be compatible with both `torch.compile` and `triton.jit`. g|g|@gg@gg@ggGFzUnsupported dtype: ) tl float8e4nvfloat8e5float16bfloat16 static_assertclamptofloat32)xscaledtype clamp_min clamp_maxs s/home/jaya/work/projects/VOICE-AGENT/VIET/agent-env/lib/python3.11/site-packages/flashinfer/triton/kernels/quant.pyscale_and_clamprs    "+    "*    "+  * )   =e = =>>> 8ADD$$u,i C C F Fu M MM)tritontriton.languagelanguagerjitrrrrsL NN NNNr