diff --git a/tests/test_datasets.py b/tests/test_datasets.py index fa45c646..5146b86c 100644 --- a/tests/test_datasets.py +++ b/tests/test_datasets.py @@ -54,7 +54,8 @@ def test_compute_stats(): sampler=SamplerWithoutReplacement(), ).sample().float() # Note: we set the batch size to be smaller than the whole dataset to make sure we are testing batched - # computation of the statistics. + # computation of the statistics. While doing this, we also make sure it works when we don't divide the + # dataset into even batches. computed_stats = buffer._compute_stats(batch_size=int(len(all_data) * 0.75)) for k, pattern in buffer.stats_patterns.items(): expected_mean = einops.reduce(all_data[k], pattern, "mean")