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Hi,
The test
test_ConstantTokenNumSamplersometimes fails when the value ofsum(batch_x['seq_len'])equals exactly 120. This PR fixes this issue.To find a solution, I collected samples from several test executions and computed the tail distribution. I computed the extreme percentiles to check how high can the values be. The 99.99th percentile seems to be converging to 120. Changing the operator to '<=' will solve this issue.
Do you guys think this makes sense? Please let me know if this looks good or if you have any other suggestions. Also, here I assume there are no bugs in the code under test.