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stack_xsum_full.log

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+[2023-01-09 19:36:20] INFO:root:args: Namespace(data_dir='data\\xsum', input_instance='interim', output_instance='processed', text_column='document', text_length_column='chapter_length', target_column='summary', target_length_column='summary_length', text_length_threshold=16384, target_length_threshold=1024, target_sep_token='\n[NEXT_CONCEPT]\n', text_sep_token='\n\n', save_sample=True, drop_duplicates=True, shuffle_output=True, pre_filter=False, loglevel=None, logfile='stack_xsum_full.log')
+[2023-01-09 19:36:25] INFO:root:loaded dataset from C:\Users\peter\code-dev-22\stacked-booksum\data\xsum\interim
+[2023-01-09 19:36:25] INFO:root:INPUTS - basic stats - train
+[2023-01-09 19:36:26] INFO:root:{'num_columns': 5,
+ 'num_rows': 204045,
+ 'num_unique_target': 203107,
+ 'num_unique_text': 203846,
+ 'summary - average chars': 125.46,
+ 'summary - average tokens': 30.383719277610332,
+ 'text input - average chars': 2202.42,
+ 'text input - average tokens': 523.9222230390355}
+[2023-01-10 02:34:29] INFO:root:stacked 204040 rows, 5 rows were ineligible
+[2023-01-10 02:37:17] INFO:root:dropped 106 duplicate rows, 407979 rows remain
+[2023-01-10 02:37:17] INFO:root:shuffling output with seed 1017
+[2023-01-10 02:37:19] INFO:root:STACKED - basic stats - train
+[2023-01-10 02:37:24] INFO:root:{'num_columns': 6,
+ 'num_rows': 407979,
+ 'num_unique_chapters': 407880,
+ 'num_unique_summaries': 407141,
+ 'summary - average chars': 2189.41,
+ 'summary - average tokens': 473.4450547699759,
+ 'text input - average chars': 33855.06,
+ 'text input - average tokens': 8039.657793660948}
+[2023-01-10 02:37:24] INFO:root:INPUTS - basic stats - test
+[2023-01-10 02:37:24] INFO:root:{'num_columns': 5,
+ 'num_rows': 11334,
+ 'num_unique_target': 11323,
+ 'num_unique_text': 11330,
+ 'summary - average chars': 125.39,
+ 'summary - average tokens': 30.373919181224633,
+ 'text input - average chars': 2214.57,
+ 'text input - average tokens': 526.4820010587613}
+[2023-01-10 02:47:27] INFO:root:stacked 11334 rows, 0 rows were ineligible
+[2023-01-10 02:47:28] INFO:root:dropped 4 duplicate rows, 22664 rows remain
+[2023-01-10 02:47:28] INFO:root:shuffling output with seed 173
+[2023-01-10 02:47:28] INFO:root:STACKED - basic stats - test
+[2023-01-10 02:47:29] INFO:root:{'num_columns': 6,
+ 'num_rows': 22664,
+ 'num_unique_chapters': 22663,
+ 'num_unique_summaries': 22656,
+ 'summary - average chars': 2178.5,
+ 'summary - average tokens': 471.17927109071655,
+ 'text input - average chars': 33879.25,
+ 'text input - average tokens': 8041.605630074127}
+[2023-01-10 02:47:29] INFO:root:INPUTS - basic stats - validation
+[2023-01-10 02:47:29] INFO:root:{'num_columns': 5,
+ 'num_rows': 11332,
+ 'num_unique_target': 11323,
+ 'num_unique_text': 11328,
+ 'summary - average chars': 125.59,
+ 'summary - average tokens': 30.41263678079774,
+ 'text input - average chars': 2174.71,
+ 'text input - average tokens': 516.6748146840805}
+[2023-01-10 03:00:29] INFO:root:stacked 11332 rows, 0 rows were ineligible
+[2023-01-10 03:00:31] INFO:root:dropped 1 duplicate rows, 22663 rows remain
+[2023-01-10 03:00:31] INFO:root:shuffling output with seed 800
+[2023-01-10 03:00:31] INFO:root:STACKED - basic stats - validation
+[2023-01-10 03:00:31] INFO:root:{'num_columns': 6,
+ 'num_rows': 22663,
+ 'num_unique_chapters': 22659,
+ 'num_unique_summaries': 22654,
+ 'summary - average chars': 2205.96,
+ 'summary - average tokens': 477.0923531747783,
+ 'text input - average chars': 33686.28,
+ 'text input - average tokens': 7992.833428937034}
+[2023-01-10 03:00:31] INFO:root:saving samples
+[2023-01-10 03:00:32] INFO:root:saved samples to data\xsum\samples
+[2023-01-10 03:30:49] INFO:root:saved dataset to C:\Users\peter\code-dev-22\stacked-booksum\data\xsum\processed
+[2023-01-10 03:30:49] INFO:root:finished stacking data

test.csv

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-size 821987959
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+size 82692761

train.csv

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-size 14803316145
+oid sha256:85d3d911d322ec2770396f67161c05235df224c7d5afc0b1f554e6b9622868be
+size 511876390

validation.csv

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-size 488404019
+oid sha256:4139480a76806e4b48cad23f48b53f7a4c3350bbf4d55f824bd01f3001124717
+size 81972780