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12 changes: 12 additions & 0 deletions verl/utils/tracking.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@
from functools import partial
from pathlib import Path
from typing import Any
import orjson


class Tracking:
Expand Down Expand Up @@ -239,6 +240,17 @@ def __init__(self, project_name: str, experiment_name: str):
self.fp = open(self.filepath, "w")

def log(self, data, step):
import numpy as np
import torch
for k,v in data.items():
if isinstance(v, np.float64) or isinstance(v, np.float32):
data[k] = float(v.tolist())
if isinstance(v, np.int64) or isinstance(v, np.int32):
data[k] = int(v.tolist())
if isinstance(v, np.ndarray):
data[k] = float(v.tolist())
if isinstance(v, torch.Tensor):
data[k] = float(v.item())
data = {"step": step, "data": data}
self.fp.write(json.dumps(data) + "\n")

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