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Conversion of torch.Tensor to numpy object #62

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Conversion of torch.Tensor to numpy object #62

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3 changes: 2 additions & 1 deletion src/utils/logging.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
from collections import defaultdict
import logging
import numpy as np
import torch

class Logger:
def __init__(self, console_logger):
Expand Down Expand Up @@ -45,7 +46,7 @@ def print_recent_stats(self):
continue
i += 1
window = 5 if k != "epsilon" else 1
item = "{:.4f}".format(np.mean([x[1] for x in self.stats[k][-window:]]))
item = "{:.4f}".format(np.mean([x[1] if not isinstance(x[1], torch.Tensor) else x[1].cpu().numpy() for x in self.stats[k][-window:]]))
log_str += "{:<25}{:>8}".format(k + ":", item)
log_str += "\n" if i % 4 == 0 else "\t"
self.console_logger.info(log_str)
Expand Down