|
import datetime |
|
|
|
import wandb |
|
|
|
from dashboard_utils.time_tracker import _log, simple_time_tracker |
|
|
|
WANDB_REPO = "learning-at-home/Main_metrics" |
|
|
|
|
|
@simple_time_tracker(_log) |
|
def get_main_metrics(): |
|
api = wandb.Api() |
|
runs = api.runs(WANDB_REPO) |
|
run = runs[0] |
|
history = run.scan_history(keys=["step", "loss", "alive peers", "_timestamp"]) |
|
|
|
steps = [] |
|
losses = [] |
|
alive_peers = [] |
|
dates = [] |
|
for row in history: |
|
steps.append(row["step"]) |
|
losses.append(row["loss"]) |
|
alive_peers.append(row["alive peers"]) |
|
dates.append(datetime.datetime.utcfromtimestamp(row["_timestamp"])) |
|
|
|
return steps, dates, losses, alive_peers |
|
|