Upload RenderSwitch ensemble comparison to multiview-renderswitch-encoder-only/distinct-view-route-sweep
Browse files- multiview-renderswitch-encoder-only/distinct-view-route-sweep/manifest.json +21 -0
- multiview-renderswitch-encoder-only/distinct-view-route-sweep/metrics.csv +9 -0
- multiview-renderswitch-encoder-only/distinct-view-route-sweep/runs/epoch_5/metrics.csv +5 -0
- multiview-renderswitch-encoder-only/distinct-view-route-sweep/runs/epoch_5/summary.json +188 -0
- multiview-renderswitch-encoder-only/distinct-view-route-sweep/runs/epoch_6/metrics.csv +5 -0
- multiview-renderswitch-encoder-only/distinct-view-route-sweep/runs/epoch_6/summary.json +188 -0
- multiview-renderswitch-encoder-only/distinct-view-route-sweep/summary.json +225 -0
- multiview-renderswitch-encoder-only/distinct-view-route-sweep/summary.md +31 -0
multiview-renderswitch-encoder-only/distinct-view-route-sweep/manifest.json
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{
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"checkpoint_count": 2,
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"checkpoints": [
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"epoch_5",
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"epoch_6"
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],
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"completed_count": 2,
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"dataset": "cminst/transcoda-rendered-row-343k-full-pipeline-v1",
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"elapsed_sec": 470.9239072201308,
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"failure_count": 0,
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"failures": [],
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"limit_batches": 0,
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"limit_contents": 0,
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"output_dir": "/gpfs/scrubbed/qxli2/rescore/results/eval-artifacts/multiview-renderswitch-encoder-only/distinct-view-route-sweep",
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"row_count": 8,
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"run_dir": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4",
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"skipped_count": 0,
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"split": "train",
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"split_seed": 20260826,
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"val_contents": 3000
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}
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multiview-renderswitch-encoder-only/distinct-view-route-sweep/metrics.csv
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checkpoint,distinct_view_count,CER,SER,LER,loss,exact_match_rate,top1_error_rate,top1_errors,top1_errors_per_page,pages,tokens,route_pattern_count,route_patterns,encodings_per_content,decoder_passes_per_content,probability_aggregation,checkpoint_path
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epoch_5,1,0.6330627202987671,0.815595805644989,3.3969688415527344,0.029926935669674085,0.3516666666666667,0.008058486162256955,74149.0,6.179083333333334,12000.0,9201356.0,4,"[""00000000"", ""11111111"", ""22222222"", ""33333333""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt
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epoch_5,2,0.48381754755973816,0.6310779452323914,2.6842477321624756,0.022895803629969128,0.38108333333333333,0.006196477997373431,57016.0,4.751333333333333,12000.0,9201356.0,4,"[""01010101"", ""12121212"", ""23232323"", ""30303030""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt
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epoch_5,3,0.48183125257492065,0.652069628238678,2.667663812637329,0.022750708151700914,0.3769166666666667,0.006129640022622752,56401.0,4.700083333333334,12000.0,9201356.0,4,"[""01201201"", ""12312312"", ""23023023"", ""30130130""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt
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epoch_5,4,0.508371889591217,0.6616132855415344,2.7616074085235596,0.023812332206361666,0.36475,0.00638481980264648,58749.0,4.89575,12000.0,9201356.0,4,"[""01230123"", ""12301230"", ""23012301"", ""30123012""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt
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| 6 |
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epoch_6,1,0.6430063247680664,0.833311915397644,3.434307813644409,0.030165281124239787,0.345,0.008137170217085396,74873.0,6.239416666666667,12000.0,9201356.0,4,"[""00000000"", ""11111111"", ""22222222"", ""33333333""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt
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epoch_6,2,0.48272082209587097,0.6445609331130981,2.682063102722168,0.02294329690633507,0.37866666666666665,0.006164634864687335,56723.0,4.726916666666667,12000.0,9201356.0,4,"[""01010101"", ""12121212"", ""23232323"", ""30303030""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt
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epoch_6,3,0.48402470350265503,0.6589906811714172,2.6741185188293457,0.022938688041675433,0.37375,0.006132248333832535,56425.0,4.702083333333333,12000.0,9201356.0,4,"[""01201201"", ""12312312"", ""23023023"", ""30130130""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt
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| 9 |
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epoch_6,4,0.509103000164032,0.6655417680740356,2.7586779594421387,0.023877578621929133,0.35983333333333334,0.00636514878893937,58568.0,4.8806666666666665,12000.0,9201356.0,4,"[""01230123"", ""12301230"", ""23012301"", ""30123012""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt
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multiview-renderswitch-encoder-only/distinct-view-route-sweep/runs/epoch_5/metrics.csv
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checkpoint,distinct_view_count,CER,SER,LER,loss,exact_match_rate,top1_error_rate,top1_errors,top1_errors_per_page,pages,tokens,route_pattern_count,route_patterns,encodings_per_content,decoder_passes_per_content,probability_aggregation,checkpoint_path
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| 2 |
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epoch_5,1,0.6330627202987671,0.815595805644989,3.3969688415527344,0.029926935669674085,0.3516666666666667,0.008058486162256955,74149.0,6.179083333333334,12000.0,9201356.0,4,"[""00000000"", ""11111111"", ""22222222"", ""33333333""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt
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| 3 |
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epoch_5,2,0.48381754755973816,0.6310779452323914,2.6842477321624756,0.022895803629969128,0.38108333333333333,0.006196477997373431,57016.0,4.751333333333333,12000.0,9201356.0,4,"[""01010101"", ""12121212"", ""23232323"", ""30303030""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt
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| 4 |
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epoch_5,3,0.48183125257492065,0.652069628238678,2.667663812637329,0.022750708151700914,0.3769166666666667,0.006129640022622752,56401.0,4.700083333333334,12000.0,9201356.0,4,"[""01201201"", ""12312312"", ""23023023"", ""30130130""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt
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| 5 |
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epoch_5,4,0.508371889591217,0.6616132855415344,2.7616074085235596,0.023812332206361666,0.36475,0.00638481980264648,58749.0,4.89575,12000.0,9201356.0,4,"[""01230123"", ""12301230"", ""23012301"", ""30123012""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt
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multiview-renderswitch-encoder-only/distinct-view-route-sweep/runs/epoch_5/summary.json
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{
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"manifest": {
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| 3 |
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"batch_size": 8,
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| 4 |
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"checkpoint": "epoch_5",
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| 5 |
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"checkpoint_path": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
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| 6 |
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"contents_available": 3000,
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| 7 |
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"contents_per_distinct_view_count": 12000,
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| 8 |
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"dataset": "cminst/transcoda-rendered-row-343k-full-pipeline-v1",
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| 9 |
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"dataset_info": {
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| 10 |
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"cache_dir": "/gpfs/scrubbed/qxli2/rescore/data/hf_cache/transcoda_datasets",
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| 11 |
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"column_names": [
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| 12 |
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"content_index",
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| 13 |
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"content_id",
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| 14 |
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"content_source",
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| 15 |
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"source_dataset",
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| 16 |
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"source_split",
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| 17 |
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"source_row_index",
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| 18 |
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"source_sample_id",
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| 19 |
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"source",
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| 20 |
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"random_selection_rank",
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| 21 |
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"transcription",
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| 22 |
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"metadata",
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| 23 |
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"image_0",
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| 24 |
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"render_config_0",
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| 25 |
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"render_seed_0",
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| 26 |
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"attempt_count_0",
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| 27 |
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"jpeg_bytes_0",
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| 28 |
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"image_sha256_0",
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| 29 |
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"image_1",
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| 30 |
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"render_config_1",
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| 31 |
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"render_seed_1",
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| 32 |
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"attempt_count_1",
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| 33 |
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"jpeg_bytes_1",
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| 34 |
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"image_sha256_1",
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| 35 |
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"image_2",
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| 36 |
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"render_config_2",
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| 37 |
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"render_seed_2",
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| 38 |
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"attempt_count_2",
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| 39 |
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"jpeg_bytes_2",
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| 40 |
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"image_sha256_2",
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| 41 |
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"image_3",
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| 42 |
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"render_config_3",
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| 43 |
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"render_seed_3",
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| 44 |
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"attempt_count_3",
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| 45 |
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"jpeg_bytes_3",
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| 46 |
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"image_sha256_3"
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],
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| 48 |
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"data_files": null,
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| 49 |
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"image_columns": [
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"image_0",
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| 51 |
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"image_1",
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| 52 |
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"image_2",
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| 53 |
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"image_3"
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| 54 |
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],
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| 55 |
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"kind": "hf_dataset",
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| 56 |
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"repo_id": "cminst/transcoda-rendered-row-343k-full-pipeline-v1",
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"rows": 343027,
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"source_counts": {
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| 59 |
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"random": 99990,
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"synth": 243037
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},
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| 62 |
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"split": "train",
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"transcription_column": "transcription"
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| 64 |
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},
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"elapsed_sec": 233.8002434670925,
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| 66 |
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"image_columns": [
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"image_0",
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"image_1",
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| 69 |
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"image_2",
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| 70 |
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"image_3"
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| 71 |
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],
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"layers": 8,
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| 73 |
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"limit_batches": 0,
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"precision": "bf16",
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"split": "train",
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| 77 |
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"split_info": {
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| 78 |
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"kind": "deterministic_content_train_test_split",
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| 79 |
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"seed": 20260826,
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| 80 |
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"val_contents": 3000
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| 81 |
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},
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| 82 |
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"transcription_column": "transcription",
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| 83 |
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"val_contents_requested": 3000,
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| 84 |
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"views": 4
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| 85 |
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},
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| 86 |
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"rows": [
|
| 87 |
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{
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| 88 |
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"CER": 0.6330627202987671,
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| 89 |
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"LER": 3.3969688415527344,
|
| 90 |
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"SER": 0.815595805644989,
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| 91 |
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"checkpoint": "epoch_5",
|
| 92 |
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"checkpoint_path": "/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_5.ckpt",
|
| 93 |
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"decoder_passes_per_content": 4,
|
| 94 |
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"distinct_view_count": 1,
|
| 95 |
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"encodings_per_content": 4,
|
| 96 |
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"exact_match_rate": 0.3516666666666667,
|
| 97 |
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"loss": 0.029926935669674085,
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| 98 |
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"pages": 12000.0,
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| 99 |
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"probability_aggregation": "none",
|
| 100 |
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"route_pattern_count": 4,
|
| 101 |
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"route_patterns": [
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| 102 |
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"00000000",
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| 103 |
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"11111111",
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| 104 |
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"22222222",
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| 105 |
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"33333333"
|
| 106 |
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],
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| 107 |
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"tokens": 9201356.0,
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| 108 |
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"top1_error_rate": 0.008058486162256955,
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| 109 |
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"top1_errors": 74149.0,
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| 110 |
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"top1_errors_per_page": 6.179083333333334
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| 111 |
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},
|
| 112 |
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{
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| 113 |
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"CER": 0.48381754755973816,
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| 114 |
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"LER": 2.6842477321624756,
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| 115 |
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|
multiview-renderswitch-encoder-only/distinct-view-route-sweep/runs/epoch_6/metrics.csv
ADDED
|
@@ -0,0 +1,5 @@
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|
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checkpoint,distinct_view_count,CER,SER,LER,loss,exact_match_rate,top1_error_rate,top1_errors,top1_errors_per_page,pages,tokens,route_pattern_count,route_patterns,encodings_per_content,decoder_passes_per_content,probability_aggregation,checkpoint_path
|
| 2 |
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epoch_6,1,0.6430063247680664,0.833311915397644,3.434307813644409,0.030165281124239787,0.345,0.008137170217085396,74873.0,6.239416666666667,12000.0,9201356.0,4,"[""00000000"", ""11111111"", ""22222222"", ""33333333""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt
|
| 3 |
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epoch_6,2,0.48272082209587097,0.6445609331130981,2.682063102722168,0.02294329690633507,0.37866666666666665,0.006164634864687335,56723.0,4.726916666666667,12000.0,9201356.0,4,"[""01010101"", ""12121212"", ""23232323"", ""30303030""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt
|
| 4 |
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epoch_6,3,0.48402470350265503,0.6589906811714172,2.6741185188293457,0.022938688041675433,0.37375,0.006132248333832535,56425.0,4.702083333333333,12000.0,9201356.0,4,"[""01201201"", ""12312312"", ""23023023"", ""30130130""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt
|
| 5 |
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epoch_6,4,0.509103000164032,0.6655417680740356,2.7586779594421387,0.023877578621929133,0.35983333333333334,0.00636514878893937,58568.0,4.8806666666666665,12000.0,9201356.0,4,"[""01230123"", ""12301230"", ""23012301"", ""30123012""]",4,4,none,/gpfs/scrubbed/qxli2/rescore/results/runs/transcoda-multiview-renderswitch-encoder-only-from-musvit-243k-8ep-h200x4/checkpoint_epoch_6.ckpt
|
multiview-renderswitch-encoder-only/distinct-view-route-sweep/runs/epoch_6/summary.json
ADDED
|
@@ -0,0 +1,188 @@
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|
| 1 |
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{
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| 2 |
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|
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|
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ADDED
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| 220 |
+
"top1_error_rate": 0.00636514878893937,
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"top1_errors": 58568.0,
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"top1_errors_per_page": 4.8806666666666665
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}
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]
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}
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multiview-renderswitch-encoder-only/distinct-view-route-sweep/summary.md
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# Multi-View RenderSwitch Distinct-View Route Sweep
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- Dataset: `cminst/transcoda-rendered-row-343k-full-pipeline-v1`
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- Split: `train`
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- Validation contents requested: `3000`
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- Limit contents: `0`
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- Rows: `8`
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- Completed checkpoints this invocation: `2`
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- Skipped existing checkpoints: `0`
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| checkpoint | distinct views allowed | CER | SER | LER | loss | exact page rate | top-1 errors/page | route patterns |
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| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: | --- |
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| epoch_5 | 1 | 0.633063 | 0.815596 | 3.396969 | 0.029927 | 35.167% | 6.179 | `00000000`, `11111111`, `22222222`, `33333333` |
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| epoch_5 | 2 | 0.483818 | 0.631078 | 2.684248 | 0.022896 | 38.108% | 4.751 | `01010101`, `12121212`, `23232323`, `30303030` |
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| 15 |
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| epoch_5 | 3 | 0.481831 | 0.652070 | 2.667664 | 0.022751 | 37.692% | 4.700 | `01201201`, `12312312`, `23023023`, `30130130` |
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| 16 |
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| epoch_5 | 4 | 0.508372 | 0.661613 | 2.761607 | 0.023812 | 36.475% | 4.896 | `01230123`, `12301230`, `23012301`, `30123012` |
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| epoch_6 | 1 | 0.643006 | 0.833312 | 3.434308 | 0.030165 | 34.500% | 6.239 | `00000000`, `11111111`, `22222222`, `33333333` |
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| epoch_6 | 2 | 0.482721 | 0.644561 | 2.682063 | 0.022943 | 37.867% | 4.727 | `01010101`, `12121212`, `23232323`, `30303030` |
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| epoch_6 | 3 | 0.484025 | 0.658991 | 2.674119 | 0.022939 | 37.375% | 4.702 | `01201201`, `12312312`, `23023023`, `30130130` |
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| 20 |
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| epoch_6 | 4 | 0.509103 | 0.665542 | 2.758678 | 0.023878 | 35.983% | 4.881 | `01230123`, `12301230`, `23012301`, `30123012` |
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## Method
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For each distinct-view count, the evaluator encodes all four views once, runs four route offsets, and aggregates metrics across route passes. No output-probability ensemble is used in this sweep.
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| 26 |
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## Files
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| 27 |
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| 28 |
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- `metrics.csv`
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| 29 |
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- `summary.json`
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| 30 |
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- `manifest.json`
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| 31 |
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- `runs/*/summary.json`
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