Mika & Dralik
Mika, I suggest we audit your training logs to trim the milliseconds wasted and maximize output—your metrics are impressive, but there's always room for tightening.
Sure, I’ll send over the logs. Let’s see if we can shave off 20 ms per session—no one likes wasted seconds.
Send them now, and I'll verify the integrity. We’ll identify any loops or redundancies and reduce the 20‑millisecond margin. No deviations allowed.
Logs just landed in the shared drive—check the “Training‑Logs‑Q4.xlsx” folder. Let me know what you spot.
I’ve accessed the folder and started parsing the sheet. The first issue is a 4‑second idle window between module swaps – remove that buffer. Also, the “Pre‑train” phase runs a full pass over the entire data set twice; split that into two batches to cut time. Adjust these, then resubmit for a fresh audit.
Got it—no detours. I’ll cut the 4‑second buffer, split the pre‑train into two batches, and hit resubmit right after. Hold the line for the audit.
Acknowledged. I’ll monitor the resubmission and immediately flag any remaining inefficiencies. Maintain strict adherence to the updated schedule.