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Tweak 'name' in regression yaml files to make more unique (#2415)
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This avoids output runfile collisions, enabling regressions to run concurrently without clobbering each other.
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lintool authored Mar 24, 2024
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2 changes: 1 addition & 1 deletion docs/regressions/regressions-dl19-doc-hgf-wp.md
Original file line number Diff line number Diff line change
Expand Up @@ -50,7 +50,7 @@ target/appassembler/bin/SearchCollection \
-topics tools/topics-and-qrels/topics.dl19-doc.txt \
-topicReader TsvInt \
-output runs/run.msmarco-doc.bm25-default.topics.dl19-doc.txt \
-bm25 -analyzeWithHuggingFaceTokenizer bert-base-uncased &
-bm25 -analyzeWithHuggingFaceTokenizer bert-base-uncased &
```

Evaluation can be performed using `trec_eval`:
Expand Down
34 changes: 17 additions & 17 deletions docs/regressions/regressions-dl19-doc-segmented-unicoil-noexp.md
Original file line number Diff line number Diff line change
Expand Up @@ -82,41 +82,41 @@ target/appassembler/bin/SearchCollection \
-index indexes/lucene-index.msmarco-doc-segmented-unicoil-noexp/ \
-topics tools/topics-and-qrels/topics.dl19-doc.unicoil-noexp.0shot.tsv.gz \
-topicReader TsvInt \
-output runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil.topics.dl19-doc.unicoil-noexp.0shot.txt \
-output runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-noexp-cached_q.topics.dl19-doc.unicoil-noexp.0shot.txt \
-impact -pretokenized -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 &

target/appassembler/bin/SearchCollection \
-index indexes/lucene-index.msmarco-doc-segmented-unicoil-noexp/ \
-topics tools/topics-and-qrels/topics.dl19-doc.unicoil-noexp.0shot.tsv.gz \
-topicReader TsvInt \
-output runs/run.msmarco-doc-segmented-unicoil-noexp.rm3.topics.dl19-doc.unicoil-noexp.0shot.txt \
-output runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rm3.topics.dl19-doc.unicoil-noexp.0shot.txt \
-impact -pretokenized -rm3 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 &

target/appassembler/bin/SearchCollection \
-index indexes/lucene-index.msmarco-doc-segmented-unicoil-noexp/ \
-topics tools/topics-and-qrels/topics.dl19-doc.unicoil-noexp.0shot.tsv.gz \
-topicReader TsvInt \
-output runs/run.msmarco-doc-segmented-unicoil-noexp.rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt \
-output runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt \
-impact -pretokenized -rocchio -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 &
```

Evaluation can be performed using `trec_eval`:

```bash
target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil.topics.dl19-doc.unicoil-noexp.0shot.txt

target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.rm3.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.rm3.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.rm3.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.rm3.topics.dl19-doc.unicoil-noexp.0shot.txt

target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-noexp-cached_q.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-noexp-cached_q.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-noexp-cached_q.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-noexp-cached_q.topics.dl19-doc.unicoil-noexp.0shot.txt

target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rm3.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rm3.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rm3.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rm3.topics.dl19-doc.unicoil-noexp.0shot.txt

target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil-noexp.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil-noexp.0shot.txt
```

## Effectiveness
Expand Down
34 changes: 17 additions & 17 deletions docs/regressions/regressions-dl19-doc-segmented-unicoil.md
Original file line number Diff line number Diff line change
Expand Up @@ -82,41 +82,41 @@ target/appassembler/bin/SearchCollection \
-index indexes/lucene-index.msmarco-doc-segmented-unicoil/ \
-topics tools/topics-and-qrels/topics.dl19-doc.unicoil.0shot.tsv.gz \
-topicReader TsvInt \
-output runs/run.msmarco-doc-segmented-unicoil.unicoil.topics.dl19-doc.unicoil.0shot.txt \
-output runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q.topics.dl19-doc.unicoil.0shot.txt \
-impact -pretokenized -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 &

target/appassembler/bin/SearchCollection \
-index indexes/lucene-index.msmarco-doc-segmented-unicoil/ \
-topics tools/topics-and-qrels/topics.dl19-doc.unicoil.0shot.tsv.gz \
-topicReader TsvInt \
-output runs/run.msmarco-doc-segmented-unicoil.rm3.topics.dl19-doc.unicoil.0shot.txt \
-output runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rm3.topics.dl19-doc.unicoil.0shot.txt \
-impact -pretokenized -rm3 -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 &

target/appassembler/bin/SearchCollection \
-index indexes/lucene-index.msmarco-doc-segmented-unicoil/ \
-topics tools/topics-and-qrels/topics.dl19-doc.unicoil.0shot.tsv.gz \
-topicReader TsvInt \
-output runs/run.msmarco-doc-segmented-unicoil.rocchio.topics.dl19-doc.unicoil.0shot.txt \
-output runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil.0shot.txt \
-impact -pretokenized -rocchio -hits 10000 -selectMaxPassage -selectMaxPassage.delimiter "#" -selectMaxPassage.hits 1000 &
```

Evaluation can be performed using `trec_eval`:

```bash
target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil.topics.dl19-doc.unicoil.0shot.txt

target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.rm3.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.rm3.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.rm3.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.rm3.topics.dl19-doc.unicoil.0shot.txt

target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.rocchio.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.rocchio.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.rocchio.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.rocchio.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q.topics.dl19-doc.unicoil.0shot.txt

target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rm3.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rm3.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rm3.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rm3.topics.dl19-doc.unicoil.0shot.txt

target/appassembler/bin/trec_eval -c -M 100 -m map tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil.0shot.txt
target/appassembler/bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.dl19-doc.txt runs/run.msmarco-doc-segmented-unicoil.unicoil-cached_q+rocchio.topics.dl19-doc.unicoil.0shot.txt
```

## Effectiveness
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Original file line number Diff line number Diff line change
Expand Up @@ -82,17 +82,17 @@ target/appassembler/bin/SearchHnswDenseVectors \
-index indexes/lucene-hnsw.msmarco-passage-bge-base-en-v1.5-int8/ \
-topics tools/topics-and-qrels/topics.dl19-passage.bge-base-en-v1.5.jsonl.gz \
-topicReader JsonIntVector \
-output runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt \
-output runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt \
-generator VectorQueryGenerator -topicField vector -threads 16 -hits 1000 -efSearch 1000 &
```

Evaluation can be performed using `trec_eval`:

```bash
target/appassembler/bin/trec_eval -m map -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m recall.100 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m recall.1000 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m map -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m recall.100 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m recall.1000 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
```

## Effectiveness
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -80,17 +80,17 @@ target/appassembler/bin/SearchHnswDenseVectors \
-index indexes/lucene-hnsw.msmarco-passage-bge-base-en-v1.5/ \
-topics tools/topics-and-qrels/topics.dl19-passage.bge-base-en-v1.5.jsonl.gz \
-topicReader JsonIntVector \
-output runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt \
-output runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt \
-generator VectorQueryGenerator -topicField vector -threads 16 -hits 1000 -efSearch 1000 &
```

Evaluation can be performed using `trec_eval`:

```bash
target/appassembler/bin/trec_eval -m map -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m recall.100 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m recall.1000 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m map -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m recall.100 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
target/appassembler/bin/trec_eval -m recall.1000 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-bge-base-en-v1.5.bge-hnsw-cached_q.topics.dl19-passage.bge-base-en-v1.5.jsonl.txt
```

## Effectiveness
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -75,17 +75,17 @@ target/appassembler/bin/SearchHnswDenseVectors \
-index indexes/lucene-hnsw.msmarco-passage-cohere-embed-english-v3.0-int8/ \
-topics tools/topics-and-qrels/topics.dl19-passage.cohere-embed-english-v3.0.jsonl.gz \
-topicReader JsonIntVector \
-output runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt \
-output runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-cached_q.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt \
-generator VectorQueryGenerator -topicField vector -threads 16 -hits 1000 -efSearch 1000 &
```

Evaluation can be performed using `trec_eval`:

```bash
target/appassembler/bin/trec_eval -m map -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt
target/appassembler/bin/trec_eval -m recall.100 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt
target/appassembler/bin/trec_eval -m recall.1000 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt
target/appassembler/bin/trec_eval -m map -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-cached_q.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt
target/appassembler/bin/trec_eval -m ndcg_cut.10 -c tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-cached_q.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt
target/appassembler/bin/trec_eval -m recall.100 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-cached_q.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt
target/appassembler/bin/trec_eval -m recall.1000 -c -l 2 tools/topics-and-qrels/qrels.dl19-passage.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-cached_q.topics.dl19-passage.cohere-embed-english-v3.0.jsonl.txt
```

## Effectiveness
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