diff --git "a/README.md" "b/README.md" new file mode 100644--- /dev/null +++ "b/README.md" @@ -0,0 +1,3612 @@ +--- +language: +- ko +- en +license: apache-2.0 +tags: +- sentence-transformers +- cross-encoder +- reranker +- generated_from_trainer +- dataset_size:33315502 +- loss:MSELoss +base_model: Qwen/Qwen3-1.7B +pipeline_tag: text-ranking +library_name: sentence-transformers +--- + +# CrossEncoder based on Qwen/Qwen3-1.7B + +This is a [Cross Encoder](https://www.sbert.net/docs/cross_encoder/usage/usage.html) model finetuned from [Qwen/Qwen3-1.7B](https://huggingface.co/Qwen/Qwen3-1.7B) using the [sentence-transformers](https://www.SBERT.net) library. It computes scores for pairs of texts, which can be used for text reranking and semantic search. + +## Model Details + +### Model Description +- **Model Type:** Cross Encoder +- **Base model:** [Qwen/Qwen3-1.7B](https://huggingface.co/Qwen/Qwen3-1.7B) +- **Maximum Sequence Length:** 8192 tokens +- **Number of Output Labels:** 1 label +- **Supported Modalities:** Text, Message + +- **Languages:** ko, en +- **License:** apache-2.0 + +### Model Sources + +- **Documentation:** [Sentence Transformers Documentation](https://sbert.net) +- **Documentation:** [Cross Encoder Documentation](https://www.sbert.net/docs/cross_encoder/usage/usage.html) +- **Repository:** [Sentence Transformers on GitHub](https://github.com/huggingface/sentence-transformers) +- **Hugging Face:** [Cross Encoders on Hugging Face](https://huggingface.co/models?library=sentence-transformers&other=cross-encoder) + +### Full Model Architecture + +``` +CrossEncoder( + (0): Transformer({'transformer_task': 'text-generation', 'modality_config': {'text': {'method': 'forward', 'method_output_name': 'logits'}, 'message': {'method': 'forward', 'method_output_name': 'logits', 'format': 'flat'}}, 'module_output_name': 'causal_logits', 'architecture': 'Qwen3ForCausalLM'}) + (1): LogitScore({'true_token_id': 9693, 'false_token_id': 2152, 'module_input_name': 'causal_logits'}) +) +``` + +## Usage + +### Direct Usage (Sentence Transformers) + +First install the Sentence Transformers library: + +```bash +pip install -U sentence-transformers +``` + +Then you can load this model and run inference. +```python +from sentence_transformers import CrossEncoder + +# Download from the ๐Ÿค— Hub +model = CrossEncoder("nlpai-lab/KURE-Reranker-base") +# Get scores for pairs of inputs +pairs = [ + ['ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ', "์  ๋”๋ฆฌ๋ทฐ 2016๋…„ ๋ด„ํ˜ธ ์ œ40ํ˜ธ UNDP(United Nations Development Programme, ์œ ์—”๊ฐœ๋ฐœ๊ณ„ํš)๋Š” ์œ ์—”์˜ ์›์กฐ ๊ณ„ํš์„ ์กฐ์ •ํ•˜๋Š” ๊ฐœ๋ฐœ ๋„คํŠธ์›Œํฌ์ด๋‹ค. ์šฐ๋ฆฌ๋‚˜๋ผ๋„ 46๋…„๊ฐ„ UNDP์˜ ์›์กฐ๋ฅผ ๋ฐ›์•˜๋Š”๋ฐ, 2009๋…„ OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜(DAC)์— ๊ฐ€์ž…ํ•˜๋ฉด์„œ '์›์กฐ๋ฅผ ๋ฐ›๋˜ ๊ตญ๊ฐ€'์—์„œ '์›์กฐ๋ฅผ ์ œ๊ณตํ•˜๋Š” ๊ตญ๊ฐ€'๋กœ ์ง€์œ„๊ฐ€ ๋ณ€ํ™”ํ•จ์— ๋”ฐ๋ผ์„œ ๊ฐ™์€ ํ•ด UNDP ์„œ์šธ ์‚ฌ๋ฌด์†Œ๊ฐ€ ๋ฌธ์„ ๋‹ซ๋Š”๋‹ค. UNDP๋Š” ๊ฐœ๋ฐœ๋„์ƒ๊ตญ๊ฐ€์— ์ „๋ฌธ๊ฐ€ ์ž๋ฌธ, ํ›ˆ๋ จ, ๋ณด์กฐ๊ธˆ ์ง€์›์„ ์ œ๊ณตํ•˜๋Š” ๊ฒƒ์— ์ค‘์ ์„ ๋‘๊ณ  ์žˆ๋Š”๋ฐ, ์œ ์—”์ดํšŒ(UN General Assembly) ๋‚ด ์ƒ์ž„์ด์‚ฌํšŒ(Executive Board) ์ง€์œ„๋ฅผ ๊ฐ–๊ณ  ์žˆ๋‹ค. UNDP๋Š” ๊ฐœ๋ฐœ๋„์ƒ๊ตญ ์ฃผ๋ฏผ์ด ๋” ๋‚˜์€ ์‚ถ์„ ๊ฑด์„คํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•˜๊ธฐ ์œ„ํ•ด ์ง€์‹, ๊ฒฝํ—˜, ์ž์›์„ ๊ฐ๊ตญ์— ์—ฐ๊ฒฐ์‹œ์ผœ์ค€๋‹ค. UNDP์˜ ์‚ฌ์—… ๋ชฉํ‘œ๋Š” ๋นˆ๊ณค ๊ฐ์†Œ, HIV/AIDS ์˜ˆ๋ฐฉ, ๋ฏผ์ฃผ์  ๊ฑฐ๋ฒ„๋„Œ์Šค, ์—๋„ˆ์ง€์™€ ํ™˜๊ฒฝ, ์‚ฌํšŒ๋ฐœ์ „, ์œ„๊ธฐ ์˜ˆ๋ฐฉ ๋ฐ ๋ณต๊ตฌ, ์ธ๊ถŒ๋ณดํ˜ธ, UNDP์˜ ๋ชจ๋“  ํ”„๋กœ๊ทธ๋žจ์—์„œ ์—ฌ์„ฑ์˜ ์—ญ๋Ÿ‰๊ฐ•ํ™”๋ฅผ ์ด‰์ง„ํ•˜๋Š” ๊ฒƒ์ด๋‹ค."], + ['ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ', '์•„๋ž˜๋Š” \'ํ•œ๋… ๊ด€๊ณ„\'์— ๋Œ€ํ•œ wiki ์„ค๋ช…์˜ ์ผ๋ถ€ ์ด๋‹ค. \'๊ณต์‚ฌ๊ด€์„ ์„ค์น˜ํ•˜์˜€๋‹ค(9์›” 25์ผ). ๋”๋ถˆ์–ด ์ด ๋ฌด๋ ต ์ œ1๊ณตํ™”๊ตญ ์‹œ์ ˆ๋ถ€ํ„ฐ ๊ฐ€ํ†จ๋ฆญ ๊ตํšŒ์˜ ์ค‘๊ฐœ์— ์˜ํ•ด ํ•œ๊ตญ์ธ๋“ค์ด ๊ฐ„ํ˜ธ์‚ฌ๋กœ์„œ ๋…์ผ์— ํŒŒ๊ฒฌ๋˜๊ธฐ ์‹œ์ž‘ํ•˜์˜€๋‹ค. === ์ œ2๊ณตํ™”๊ตญ, ๊ฒฝ์ œ์›์กฐ๋ฅผ ์•ฝ์†๋ฐ›๋‹ค === ๋ฏธ๊ตญ์ผ๋ณ€๋„์—์„œ ๋ฒ—์–ด๋‚œ ์ž์œ ์ง„์˜๊ณผ์˜ ๊ฒฐ์†์„ ์•ฝ์†ํ•œ ์žฅ๋ฉด๋‚ด๊ฐ์€ ํ•œ๋…๊ด€๊ณ„๋ฅผ ๋ณธ๊ฒฉ์ ์œผ๋กœ ๋ฐœ์ „์‹œ์ผฐ๋‹ค. ๋…์ผ๊ณผ๋Š” ์šฐ์„ ์ ์œผ๋กœ ์šฐํ˜ธํ†ต์ƒํ•ญํ•ด์กฐ์•ฝ ๊ต์„ญ์„ ์ถ”์ง„ํ•˜์˜€๋‹ค. ํ•œํŽธ 1961๋…„ 1์›” 7์ผ, 10๋งŒkw ํ™”๋ ฅ๋ฐœ์ „์†Œ ๊ฑด์„ค์„ ์œ„ํ•œ ์„œ๋… ์ง€๋ฉ˜์Šค ๋งฅ์‚ฌ์˜ ๊ฑด์„ค์ž๊ธˆ ์ฐจ๊ด€์ œ์˜๋ฅผ ์ˆ˜๋ฝํ•˜๊ณ  ์ด์–ด ์„œ๋…์—์„œ 5๋ช…์˜ ๊ธฐ์ˆ ์ž๋ฅผ ์ œ1์ง„์œผ๋กœ ํ•œ๊ตญ์— ํŒŒ๊ฒฌํ‚ค๋กœ ํ•ฉ์˜๋ฅผ ๋ณด์•˜์œผ๋ฉฐ 1961๋…„ 2์›” 2์ผ, ์ฝ˜๋ผํŠธ ์•„๋ฐ๋‚˜์›Œ ์„œ๋… ์ˆ˜์ƒ์€ ์ „๊ทœํ™ ์„œ๋… ๋Œ€์‚ฌ์™€์˜ ํšŒ๊ฒฌ์„ ํ†ตํ•˜์—ฌ "์„œ๋…์ •๋ถ€๋Š” ํ•œ๊ตญ์˜ ๊ฒฝ์ œ๋ฐœ์ „์„ ์œ„ํ•ด ์ ๊ทน์ ์œผ๋กœ ๋„์™€์ค„ ์šฉ์˜๊ฐ€ ์žˆ์Œ"์„ ํ‘œ๋ช…ํ•ด์˜ค์ž ์‚ฌ๋ฌด์ฐจ๊ด€ ๋ฐ ๊ตญ์žฅ๊ธ‰ ์„œ๋…์›์กฐ์ถ”์ง„์œ„๋ฅผ ๋ฐœ์กฑํ•˜์—ฌ \'์›์กฐ๊ฐ์„œ\' ์ž‘์„ฑ์„ ๊ฐœ์‹œํ•˜์˜€๋‹ค. ์ด์–ด ์–‘๊ตญ์€ 1961๋…„ 3์›” 18์ผ ํ•œ๋… ๊ธฐ์ˆ ์›์กฐํ˜‘์ •(์ง์—…ํ•™๊ต ์„ค์น˜์— ๊ด€ํ•œ ๊ฐ์„œ๊ตํ™˜)์„ ์ฒด๊ฒฐํ•˜๊ธฐ๋„ ํ–ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด๋Ÿฌํ•œ ๋…ธ๋ ฅ์˜ ๊ฒฐ์‹ค์€ 5.16 ๊ตฐ์‚ฌ์ •๊ถŒ์ด ๊ฐ€๋กœ์ฑ„๊ฐ”๋‹ค. === ๊ตฐ์‚ฌยท๋…์žฌ์ •๊ถŒ, ๊ฒฝ์ œ์›์กฐ๋ฅผ ๋ฐ›๋‹ค === ํŒŒ์ผ:Bundesarchiv B 145 Bild-F019521-0013, Berlin, Staatsbesuch Prรคsident von Sรผd-Korea.jpg|์„ฌ๋„ค์ผ|left|250px|์„œ๋…์„ ๊ณต์‹ ๋ฐฉ๋ฌธํ•œ ๋ฐ•์ •ํฌ ์ „ ๋Œ€ํ†ต๋ น(์™ผ์ชฝ)๊ณผ ๋นŒ๋ฆฌ ๋ธŒ๋ž€ํŠธ ์„œ๋ฒ ๋ฅผ๋ฆฐ ์‹œ์žฅ(์˜ค๋ฅธ์ชฝ)(1964๋…„ 12์›” 10์ผ) ํŒŒ์ผ:Bundesarchiv B 145 Bild-F032889-0027, Bonn, Bundesprรคsident mit Politikern aus Korea.jpg|์„ฌ๋„ค์ผ|250px|left|์„œ๋…์„ ๋ฐฉ๋ฌธ์ค‘์ธ ํ•œ๊ตญ์˜ ๊ตญํšŒ์˜์› 6์ธ(์™ผ์ชฝ๋ถ€ํ„ฐ, 3. ๊น€์„ฑ์šฉ, 4. ์žฅ๊ฒฝ์ˆœ 5. ๊น€ํ™์ผ, ๊ทธ๋ฆฌ๊ณ  ๊น€์šฐ๊ฒฝ, ๋ฌธํƒœ์ค€, ๊น€์ •๋ ฌ์€ ์ˆœ์„œ ๋ฏธ์ƒ ) - 1970๋…„ 11์›” 10์ผ 1961๋…„ 12์›” 13์ผ ํ•œยท๋… ์ฐจ๊ด€ํ˜‘์ •(้Ÿ“็จๅ€Ÿๆฌพๅ”ๅฎš), 1962๋…„ 3์›” 15์ผ ํ•œยท๋… ๊ฒฝ์ œํ˜‘๋ ฅ์˜์ •์„œ, 1963๋…„ 2์›” 14์ผ ํ•œยท๋… ๊ฒฝ์ œ๊ณ ๋ฌธ๋‹จ ์„ค์น˜์— ๊ด€ํ•œ ํ˜‘์ • ๋“ฑ์ด ์ฒด๊ฒฐ๋˜์–ด ๊ฒฝ์ œํ˜‘๋ ฅ ๊ด€๊ณ„๊ฐ€ ๊ฐ•ํ™”๋˜์—ˆ๋‹ค. 1963๋…„ 12์›” 22์ผ, 123๋ช…์˜ ํ•œ๊ตญ ๊ด‘๋ถ€ ์ œ1์ง„์ด ์„œ๋… ๋’ค์…€๋„๋ฅดํ”„ ๊ณตํ•ญ์— ๋„์ฐฉํ•˜์—ฌ, ์ฃผ์„œ๋… ์ตœ๋•์‹  ๋Œ€์‚ฌ ๋“ฑ์˜ ํ™˜์˜์„'], + ['ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ', 'KOTI-Brief Vol6 ์ œ10ํ˜ธ 2012๋…„ OECD์—์„œ ๋ฐœํ‘œํ•œ ์žฅ๊ธฐ ์„ธ๊ณ„๊ฒฝ์ œ์ „๋ง๋ณด๊ณ ์„œ(Looking to 2060 : A global vision of longterm growth)์— ๋”ฐ๋ฅด๋ฉด, ์šฐ๋ฆฌ๋‚˜๋ผ ๊ฒฝ์ œ์„ฑ์žฅ๋ฅ ์€ ์ง€์†์ ์œผ๋กœ ๋‚ฎ์•„์ ธ 2060๋…„๊นŒ์ง€ ์—ฐํ‰๊ท  1.6% ์„ฑ์žฅ์„ ์˜ˆ์ธกํ•˜์˜€๋‹ค. ๋ณด๊ณ ์„œ๋Š” 2011~2030๋…„๊นŒ์ง€ ์—ฐํ‰๊ท  ๊ฒฝ์ œ์„ฑ์žฅ๋ฅ  2.7%, 2030~2060๋…„๊นŒ์ง€๋Š” ์—ฐํ‰๊ท  1.0%์˜ ์„ฑ์žฅ์„ ์˜ˆ์ธกํ–ˆ๋‹ค. 2012๋…„ ํ†ต๊ณ„์ฒญ์—์„œ ๋ฐœํ‘œํ•œ ์žฅ๋ž˜์ธ๊ตฌ์ถ”๊ณ„์— ๋”ฐ๋ฅด๋ฉด, ํ•œ๊ตญ์˜ ์ธ๊ตฌ ์ƒ์‚ฐ ๊ฐ€๋Šฅ ์ธ๊ตฌ๋Š” 2016๋…„ 3,703๋งŒ 9,000๋ช…์œผ๋กœ ์ •์ ์— ๋„๋‹ฌํ•œ ํ›„ 2017๋…„๋ถ€ํ„ฐ ๊ฐ์†Œํ•˜์—ฌ, 2030๋…„ 3,289๋งŒ 3์ฒœ ๋ช…, 2040๋…„ 2,887๋งŒ 3,000๋ช…์œผ๋กœ ๊ธ‰์†ํžˆ ๊ฐ์†Œํ•˜๋Š” ๊ฒƒ์œผ๋กœ ์˜ˆ์ธก๋˜์—ˆ๋‹ค. ์‚ฐ์—…ํ†ต์ƒ๋ถ€์˜ ๋…ธ๋™์ƒ์‚ฐ์„ฑ ๊ตญ์ œ ๋น„๊ต ๋ถ„์„ ๊ฒฐ๊ณผ์— ์˜ํ•˜๋ฉด, ํ•œ๊ตญ์€ ์ทจ์—…์ž๋‹น ๋…ธ๋™์ƒ์‚ฐ์„ฑ์ด OECD ํšŒ์› 34๊ฐœ๊ตญ ์ค‘ 23์œ„๋กœ ํ•˜์œ„๊ถŒ์— ์†ํ•˜๋Š” ๊ฒƒ์œผ๋กœ ๋ถ„์„๋๋‹ค.'], + ['ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ', "๊ฐœ๋ฐœ๋„์ƒ๊ตญ๊ฐ€์™€์˜ ๊ต์œกํ˜‘๋ ฅ์— ๊ด€ํ•œ ์—ฐ๊ตฌII์ค‘๋‚จ๋ฏธ ๊ต์œกํ˜‘๋ ฅ๋ฐฉ์•ˆ ์—ฐ๊ตฌ ์…‹์งธ, ํ•œ๊ตญ๊ณผ ์ฝœ๋กฌ๋น„์•„์˜ ๊ต์œก ๋ถ„์•ผ ๊ตญ์ œ๊ฐœ๋ฐœํ˜‘๋ ฅ์€ 2015๋…„ ์ธ์ฒœ์—์„œ ๊ฐœ์ตœ๋˜๋Š” ์„ธ๊ณ„๊ต์œกํฌ๋Ÿผ์˜ ๊ต์œก์˜์ œ์™€ ๊ธด๋ฐ€ํ•˜๊ฒŒ ์—ฐ๊ฒฐ๋  ํ•„์š”๊ฐ€ ์žˆ๋‹ค. ์œ ๋„ค์Šค์ฝ” ์ฃผ๋„๋กœ ์ง„ํ–‰๋  ์„ธ๊ณ„๊ต์œกํฌ๋Ÿผ์€ 2000๋…„ ์ดํ›„ ์ง„ํ–‰๋˜์–ด ์˜จ ๊ต์œก ๋ถ„์•ผ ๊ตญ์ œ๊ฐœ๋ฐœ๋ชฉํ‘œ์ธ '๋ชจ๋“  ์ด๋ฅผ ์œ„ํ•œ ๊ต์œก'(Education for all)์„ 2015๋…„๋ถ€ํ„ฐ 2030๋…„๊นŒ์ง€์˜ ์ƒˆ๋กœ์šด ๊ต์œก๋ชฉํ‘œ๋ฅผ ์„ค์ •ํ•˜๋Š” ํšŒ์˜๊ฐ€ ๋  ๊ฒƒ์ด๋‹ค. ํŠนํžˆ, 2015๋…„ UN ์ฃผ๋„์˜ Post-MDGs์˜ ๊ต์œก ๋ถ„์•ผ ๋ชฉํ‘œ์™€ ์ผ์น˜๋  ๊ฐ€๋Šฅ์„ฑ์ด ๋†’๋‹ค๋Š” ์ ์—์„œ ๋งค์šฐ ์ค‘์š”ํ•œ ํฌ๋Ÿผ์ด๋‹ค. ํ•œ๊ตญ์ด ์ตœ๋นˆ๊ตญ์—์„œ ์„ ์ง„๊ตญ์— ์ง„์ž…ํ•˜๋Š” ๋ฐ ๊ต์œก์˜ ์—ญํ• ์ด ์ปธ๋‹ค๋Š” ์ ์€ ์„ธ๊ณ„๊ฐ€ ๊ณต๊ฐํ•˜๊ณ  ์žˆ์œผ๋ฉฐ ์ด๋กœ ์ธํ•ด ๊ฐœ๋ฐœ๋„์ƒ๊ตญ์˜ ํ•œ๊ตญ ๊ต์œก์— ๋Œ€ํ•œ ๊ด€์‹ฌ์ด ๋งค์šฐ ๋†’๋‹ค. ์ด๋Ÿฌํ•œ ์ด์œ ๋กœ UNESCO๋Š” ํ•œ๊ตญ์— ์˜๋ฏธ ์žˆ๋Š” ํšŒ์˜์ธ 2015 ์„ธ๊ณ„๊ต์œกํฌ๋Ÿผ์„ ๊ฐœ์ตœํ•  ๊ฒƒ์„ ์š”์ฒญํ•˜์˜€๋‹ค. ๋˜ํ•œ ํฌ๋Ÿผ์˜ ์˜์ œ์„ค์ •๊ณผ์ •์—์„œ ํ•œ๊ตญ์€ ์„ ๋„์ ์ธ ์—ญํ• ์„ ์ˆ˜ํ–‰ํ•˜๊ณ  ์žˆ์œผ๋ฉฐ ๋ช‡๋ช‡์˜ ์ค‘์š”ํ•œ ์˜์ œ๋ฅผ ์ œ๊ธฐํ•˜๊ณ  ๊ตญ์ œ์‚ฌํšŒ์˜ ์ง€์ง€๋ฅผ ๋ฐ›๊ณ  ์žˆ๋‹ค. ์ด๋Ÿฌํ•œ ์ ์—์„œ ๋น„๋ก 2015 ์„ธ๊ณ„๊ต์œกํฌ๋Ÿผ์ด ํ–ฅํ›„ ๊ต์œก ๋ถ„์•ผ ๊ตญ์ œ๊ฐœ๋ฐœํ˜‘๋ ฅ์˜ ๋ฐฉํ–ฅ์„ ๊ฒฐ์ •ํ•˜๋Š” ํšŒ์˜๋Š” ์•„๋‹์ง€๋ผ๋„ ์ธ์ฒœ์—์„œ์˜ ๊ฒฐ์ •์ด ํ•œ๊ตญ์˜ ๊ตญ์ œ๊ต์œก๊ฐœ๋ฐœํ˜‘๋ ฅ์„ ์ถ”์ง„ํ•˜๋Š” ๋ฐฉํ–ฅ์— ํฐ ์˜ํ–ฅ์„ ๋ฏธ์น  ๊ฒƒ์ด๋‹ค."], + ['ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ', "์•„๋ž˜๋Š” '๊ณ ๋ ค๊ฐœ๋ฐœ'์— ๋Œ€ํ•œ wiki ์„ค๋ช…์˜ ์ผ๋ถ€ ์ด๋‹ค. ''''๊ณ ๋ ค๊ฐœ๋ฐœ'''(้ซ˜้บ—้–‹็™ผ, Korea Development Corporation)์€ 1965๋…„ 3์›” 31์ผ์— ์„ค๋ฆฝ๋œ ๋Œ€ํ•œ๋ฏผ๊ตญ์˜ ์ข…ํ•ฉ๊ฑด์„ค์‚ฌ๋กœ์„œ ๋Œ€๋ฆผ์‚ฐ์—…์˜ ์žํšŒ์‚ฌ๋‹ค. ์ •์‹ ๋ช…์นญ์€ ๊ณ ๋ ค๊ฐœ๋ฐœ์ฃผ์‹ํšŒ์‚ฌ์ด๋ฉฐ, ํ•ด์™ธ๊ฑด์„ค์—… ํ† ๋ชฉ๋ถ€๋ฌธ ๋ฐ ๊ฑด์ถ•๋ถ€๋ฌธ์—์„œ ๊ฐ๊ธฐ ์ œ1ํ˜ธ์˜ ๋ฉดํ—ˆ๋ฅผ ์ทจ๋“ํ•˜์˜€๊ณ , ์ตœ์ดˆ์˜ ์˜คํ”ผ์Šคํ…” ์‹œ๊ณต์„ ํ•œ ํšŒ์‚ฌ์ด๋‹ค. ๊ณ ๋ ค๊ฐœ๋ฐœ์€ 2016๋…„ ๊ธฐ์ค€์œผ๋กœ ๋Œ€ํ•œ๋ฏผ๊ตญ ๊ฑด์„ค์‚ฌ ์‹œ๊ณต๋Šฅ๋ ฅํ‰๊ฐ€ ์ˆœ์œ„(์˜› ๋„๊ธ‰์ˆœ์œ„) 39์œ„๋ฅผ ๊ธฐ๋กํ–ˆ๋‹ค. ์‚ฌ์—… ๋ถ„์•ผ๋Š” ๋„๋กœ ๊ฑด์„ค ๋“ฑ์˜ ํ† ๋ชฉ ๋ถ€๋ฌธ๊ณผ ์‹œ์„ค ๋ฐ ์ฃผํƒ ๊ฑด์ถ• ๋“ฑ์˜ ๊ฑด์„ค ๋ถ€๋ฌธ์œผ๋กœ ๊ตฌ๋ถ„๋œ๋‹ค. ํ˜„์žฌ ๋Œ€๋ฆผ์‚ฐ์—…์˜ ์•„ํŒŒํŠธ ๋ธŒ๋žœ๋“œ์ธ eํŽธํ•œ์„ธ์ƒ์„ ํ•จ๊ป˜ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค. ์‚ผํ˜ธ์™€ ๊ณ ๋ ค๊ฐœ๋ฐœ์˜ ํ•ฉ๋ณ‘ ํšŒ์‚ฌ์ธ '''๋Œ€๋ฆผ๊ฑด์„ค'''์ด 2020๋…„ 7์›” 1์ผ ๊ณต์‹ ์ถœ๋ฒ”ํ–ˆ๋‹ค. ์‚ผํ˜ธ์™€ ๊ณ ๋ ค๊ฐœ๋ฐœ์€ ๋Œ€๋ฆผ๊ทธ๋ฃน ๋‚ด ๊ฑด์„ค๊ณ„์—ด์‚ฌ๋กœ ๊ฐ๊ฐ 2019๋…„ ๊ธฐ์ค€ ์‹œ๊ณต๋Šฅ๋ ฅํ‰๊ฐ€์ˆœ์œ„ 30์œ„, 54์œ„๋ฅผ ๊ธฐ๋กํ–ˆ๋‹ค. * 1965๋…„ 3์›” 31์ผ ๊ณ ๋ ค๊ฐœ๋ฐœ ์ฃผ์‹ํšŒ์‚ฌ ์„ค๋ฆฝ, ๋Œ€ํ‘œ์ด์‚ฌ ์ •์ฒœ์„ ์ทจ์ž„, ๋ณธ์‚ฌ์†Œ์žฌ์ง€-์„œ์šธํŠน๋ณ„์‹œ ์šฉ์‚ฐ๊ตฌ ๊ฐˆ์›”๋™ 95๋ฒˆ์ง€ * 1967๋…„ 11์›” 30์ผ ์ˆ˜์ถœ์œ ๊ณต ๊ตญ๋ฌด์ด๋ฆฌ ํ‘œ์ฐฝ * 1969๋…„ 12์›” 1์ผ ์ˆ˜์ถœ์œ ๊ณต ๋Œ€ํ†ต๋ น ์‚ฐ์—…ํฌ์žฅ * 1977๋…„ 12์›” 28์ผ ๋™๋‚จ๋ถ€๋™์‚ฐ(์ฃผ) ์ธ์ˆ˜ ํ•ฉ๋ณ‘ * 1978๋…„ 10์›” 30์ผ ํ•œ๊ตญ์ฆ๊ถŒ๊ฑฐ๋ž˜์†Œ ์ƒ์žฅ * 1978๋…„ 12์›” 2์ผ ๋ณธ์‚ฌ์ด์ „-์„œ์šธ์‹œ ์šฉ์‚ฐ๊ตฌ ๋ฌธ๋ฐฐ๋™ 24-2 * 1981๋…„ 11์›” 12์ผ ์œ ์ƒ์ฆ์ž๋กœ ์ž๋ณธ๊ธˆ 100์–ต์› * 1982๋…„ 11์›” 3์ผ 1์ฒœ๋งŒ๋ถˆ ์ถ”์ถœ์˜ํƒ‘ * 1985๋…„ 1์›” 9์ผ ๋ณธ์‚ฌ์ด์ „-์„œ์šธ์‹œ ๋งˆํฌ๊ตฌ ๋„ํ™”๋™ 544๋ฒˆ์ง€ * 1987๋…„ 1์›” 2์ผ ํšŒ์‚ฌ์ •๋ฆฌ์ ˆ์ฐจ ๊ฐœ์‹œ ์‹ ์ฒญ * 1987๋…„ 2์›” 11๏ฟฝ๏ฟฝ๏ฟฝ ํšŒ์‚ฌ ์žฌ์‚ฐ ๋ณด์ „์ฒ˜๋ถ„(87ํŒŒ582ํ˜ธ) * 1987๋…„ 2์›” 28์ผ ๋Œ€๋ฆผ์‚ฐ์—… ๊ณ„์—ด ํŽธ์ž… * 1987๋…„ 4์›” 4์ผ ์‚ฐ์—…ํ•ฉ๋ฆฌํ™”์—…์ฒด ์ง€์ • * 1987๋…„ 6์›” 5์ผ ํ•ด์™ธ๊ฑด์„ค์—… ๋ฉดํ—ˆ ๋ฐ˜๋‚ฉ * 1987๋…„ 9์›” 22์ผ ํšŒ์‚ฌ์ •๋ฆฌ์ ˆ์ฐจ ๊ฐœ์‹œ๊ฒฐ์ •(87ํŒŒ581ํ˜ธ) * 1993๋…„ 8์›” 24์ผ ๋ณธ์‚ฌ์‹ ์ถ•์ด์ „-์„œ์šธ์‹œ ์šฉ์‚ฐ๊ตฌ ๋ฌธ๋ฐฐ๋™ 24-2 * 1995๋…„ 3์›” 11์ผ ๊ด€๋ฆฌ์ธ ์˜คํ’์˜ ์„ ์ž„ * 1995๋…„ 11์›” 3์ผ ์ฒ ๊ตฌ์‚ฌ์—…"], +] +scores = model.predict(pairs) +print(scores) +# [ 4.1562 -6.125 -5.2812 -7.2188 -9. ] + +# Or rank different texts based on similarity to a single text +ranks = model.rank( + 'ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ', + [ + "์  ๋”๋ฆฌ๋ทฐ 2016๋…„ ๋ด„ํ˜ธ ์ œ40ํ˜ธ UNDP(United Nations Development Programme, ์œ ์—”๊ฐœ๋ฐœ๊ณ„ํš)๋Š” ์œ ์—”์˜ ์›์กฐ ๊ณ„ํš์„ ์กฐ์ •ํ•˜๋Š” ๊ฐœ๋ฐœ ๋„คํŠธ์›Œํฌ์ด๋‹ค. ์šฐ๋ฆฌ๋‚˜๋ผ๋„ 46๋…„๊ฐ„ UNDP์˜ ์›์กฐ๋ฅผ ๋ฐ›์•˜๋Š”๋ฐ, 2009๋…„ OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜(DAC)์— ๊ฐ€์ž…ํ•˜๋ฉด์„œ '์›์กฐ๋ฅผ ๋ฐ›๋˜ ๊ตญ๊ฐ€'์—์„œ '์›์กฐ๋ฅผ ์ œ๊ณตํ•˜๋Š” ๊ตญ๊ฐ€'๋กœ ์ง€์œ„๊ฐ€ ๋ณ€ํ™”ํ•จ์— ๋”ฐ๋ผ์„œ ๊ฐ™์€ ํ•ด UNDP ์„œ์šธ ์‚ฌ๋ฌด์†Œ๊ฐ€ ๋ฌธ์„ ๋‹ซ๋Š”๋‹ค. UNDP๋Š” ๊ฐœ๋ฐœ๋„์ƒ๊ตญ๊ฐ€์— ์ „๋ฌธ๊ฐ€ ์ž๋ฌธ, ํ›ˆ๋ จ, ๋ณด์กฐ๊ธˆ ์ง€์›์„ ์ œ๊ณตํ•˜๋Š” ๊ฒƒ์— ์ค‘์ ์„ ๋‘๊ณ  ์žˆ๋Š”๋ฐ, ์œ ์—”์ดํšŒ(UN General Assembly) ๋‚ด ์ƒ์ž„์ด์‚ฌํšŒ(Executive Board) ์ง€์œ„๋ฅผ ๊ฐ–๊ณ  ์žˆ๋‹ค. UNDP๋Š” ๊ฐœ๋ฐœ๋„์ƒ๊ตญ ์ฃผ๋ฏผ์ด ๋” ๋‚˜์€ ์‚ถ์„ ๊ฑด์„คํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•˜๊ธฐ ์œ„ํ•ด ์ง€์‹, ๊ฒฝํ—˜, ์ž์›์„ ๊ฐ๊ตญ์— ์—ฐ๊ฒฐ์‹œ์ผœ์ค€๋‹ค. UNDP์˜ ์‚ฌ์—… ๋ชฉํ‘œ๋Š” ๋นˆ๊ณค ๊ฐ์†Œ, HIV/AIDS ์˜ˆ๋ฐฉ, ๋ฏผ์ฃผ์  ๊ฑฐ๋ฒ„๋„Œ์Šค, ์—๋„ˆ์ง€์™€ ํ™˜๊ฒฝ, ์‚ฌํšŒ๋ฐœ์ „, ์œ„๊ธฐ ์˜ˆ๋ฐฉ ๋ฐ ๋ณต๊ตฌ, ์ธ๊ถŒ๋ณดํ˜ธ, UNDP์˜ ๋ชจ๋“  ํ”„๋กœ๊ทธ๋žจ์—์„œ ์—ฌ์„ฑ์˜ ์—ญ๋Ÿ‰๊ฐ•ํ™”๋ฅผ ์ด‰์ง„ํ•˜๋Š” ๊ฒƒ์ด๋‹ค.", + '์•„๋ž˜๋Š” \'ํ•œ๋… ๊ด€๊ณ„\'์— ๋Œ€ํ•œ wiki ์„ค๋ช…์˜ ์ผ๋ถ€ ์ด๋‹ค. \'๊ณต์‚ฌ๊ด€์„ ์„ค์น˜ํ•˜์˜€๋‹ค(9์›” 25์ผ). ๋”๋ถˆ์–ด ์ด ๋ฌด๋ ต ์ œ1๊ณตํ™”๊ตญ ์‹œ์ ˆ๋ถ€ํ„ฐ ๊ฐ€ํ†จ๋ฆญ ๊ตํšŒ์˜ ์ค‘๊ฐœ์— ์˜ํ•ด ํ•œ๊ตญ์ธ๋“ค์ด ๊ฐ„ํ˜ธ์‚ฌ๋กœ์„œ ๋…์ผ์— ํŒŒ๊ฒฌ๋˜๊ธฐ ์‹œ์ž‘ํ•˜์˜€๋‹ค. === ์ œ2๊ณตํ™”๊ตญ, ๊ฒฝ์ œ์›์กฐ๋ฅผ ์•ฝ์†๋ฐ›๋‹ค === ๋ฏธ๊ตญ์ผ๋ณ€๋„์—์„œ ๋ฒ—์–ด๋‚œ ์ž์œ ์ง„์˜๊ณผ์˜ ๊ฒฐ์†์„ ์•ฝ์†ํ•œ ์žฅ๋ฉด๋‚ด๊ฐ์€ ํ•œ๋…๊ด€๊ณ„๋ฅผ ๋ณธ๊ฒฉ์ ์œผ๋กœ ๋ฐœ์ „์‹œ์ผฐ๋‹ค. ๋…์ผ๊ณผ๋Š” ์šฐ์„ ์ ์œผ๋กœ ์šฐํ˜ธํ†ต์ƒํ•ญํ•ด์กฐ์•ฝ ๊ต์„ญ์„ ์ถ”์ง„ํ•˜์˜€๋‹ค. ํ•œํŽธ 1961๋…„ 1์›” 7์ผ, 10๋งŒkw ํ™”๋ ฅ๋ฐœ์ „์†Œ ๊ฑด์„ค์„ ์œ„ํ•œ ์„œ๋… ์ง€๋ฉ˜์Šค ๋งฅ์‚ฌ์˜ ๊ฑด์„ค์ž๊ธˆ ์ฐจ๊ด€์ œ์˜๋ฅผ ์ˆ˜๋ฝํ•˜๊ณ  ์ด์–ด ์„œ๋…์—์„œ 5๋ช…์˜ ๊ธฐ์ˆ ์ž๋ฅผ ์ œ1์ง„์œผ๋กœ ํ•œ๊ตญ์— ํŒŒ๊ฒฌํ‚ค๋กœ ํ•ฉ์˜๋ฅผ ๋ณด์•˜์œผ๋ฉฐ 1961๋…„ 2์›” 2์ผ, ์ฝ˜๋ผํŠธ ์•„๋ฐ๋‚˜์›Œ ์„œ๋… ์ˆ˜์ƒ์€ ์ „๊ทœํ™ ์„œ๋… ๋Œ€์‚ฌ์™€์˜ ํšŒ๊ฒฌ์„ ํ†ตํ•˜์—ฌ "์„œ๋…์ •๋ถ€๋Š” ํ•œ๊ตญ์˜ ๊ฒฝ์ œ๋ฐœ์ „์„ ์œ„ํ•ด ์ ๊ทน์ ์œผ๋กœ ๋„์™€์ค„ ์šฉ์˜๊ฐ€ ์žˆ์Œ"์„ ํ‘œ๋ช…ํ•ด์˜ค์ž ์‚ฌ๋ฌด์ฐจ๊ด€ ๋ฐ ๊ตญ์žฅ๊ธ‰ ์„œ๋…์›์กฐ์ถ”์ง„์œ„๋ฅผ ๋ฐœ์กฑํ•˜์—ฌ \'์›์กฐ๊ฐ์„œ\' ์ž‘์„ฑ์„ ๊ฐœ์‹œํ•˜์˜€๋‹ค. ์ด์–ด ์–‘๊ตญ์€ 1961๋…„ 3์›” 18์ผ ํ•œ๋… ๊ธฐ์ˆ ์›์กฐํ˜‘์ •(์ง์—…ํ•™๊ต ์„ค์น˜์— ๊ด€ํ•œ ๊ฐ์„œ๊ตํ™˜)์„ ์ฒด๊ฒฐํ•˜๊ธฐ๋„ ํ–ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด๋Ÿฌํ•œ ๋…ธ๋ ฅ์˜ ๊ฒฐ์‹ค์€ 5.16 ๊ตฐ์‚ฌ์ •๊ถŒ์ด ๊ฐ€๋กœ์ฑ„๊ฐ”๋‹ค. === ๊ตฐ์‚ฌยท๋…์žฌ์ •๊ถŒ, ๊ฒฝ์ œ์›์กฐ๋ฅผ ๋ฐ›๋‹ค === ํŒŒ์ผ:Bundesarchiv B 145 Bild-F019521-0013, Berlin, Staatsbesuch Prรคsident von Sรผd-Korea.jpg|์„ฌ๋„ค์ผ|left|250px|์„œ๋…์„ ๊ณต์‹ ๋ฐฉ๋ฌธํ•œ ๋ฐ•์ •ํฌ ์ „ ๋Œ€ํ†ต๋ น(์™ผ์ชฝ)๊ณผ ๋นŒ๋ฆฌ ๋ธŒ๋ž€ํŠธ ์„œ๋ฒ ๋ฅผ๋ฆฐ ์‹œ์žฅ(์˜ค๋ฅธ์ชฝ)(1964๋…„ 12์›” 10์ผ) ํŒŒ์ผ:Bundesarchiv B 145 Bild-F032889-0027, Bonn, Bundesprรคsident mit Politikern aus Korea.jpg|์„ฌ๋„ค์ผ|250px|left|์„œ๋…์„ ๋ฐฉ๋ฌธ์ค‘์ธ ํ•œ๊ตญ์˜ ๊ตญํšŒ์˜์› 6์ธ(์™ผ์ชฝ๋ถ€ํ„ฐ, 3. ๊น€์„ฑ์šฉ, 4. ์žฅ๊ฒฝ์ˆœ 5. ๊น€ํ™์ผ, ๊ทธ๋ฆฌ๊ณ  ๊น€์šฐ๊ฒฝ, ๋ฌธํƒœ์ค€, ๊น€์ •๋ ฌ์€ ์ˆœ์„œ ๋ฏธ์ƒ ) - 1970๋…„ 11์›” 10์ผ 1961๋…„ 12์›” 13์ผ ํ•œยท๋… ์ฐจ๊ด€ํ˜‘์ •(้Ÿ“็จๅ€Ÿๆฌพๅ”ๅฎš), 1962๋…„ 3์›” 15์ผ ํ•œยท๋… ๊ฒฝ์ œํ˜‘๋ ฅ์˜์ •์„œ, 1963๋…„ 2์›” 14์ผ ํ•œยท๋… ๊ฒฝ์ œ๊ณ ๋ฌธ๋‹จ ์„ค์น˜์— ๊ด€ํ•œ ํ˜‘์ • ๋“ฑ์ด ์ฒด๊ฒฐ๋˜์–ด ๊ฒฝ์ œํ˜‘๋ ฅ ๊ด€๊ณ„๊ฐ€ ๊ฐ•ํ™”๋˜์—ˆ๋‹ค. 1963๋…„ 12์›” 22์ผ, 123๋ช…์˜ ํ•œ๊ตญ ๊ด‘๋ถ€ ์ œ1์ง„์ด ์„œ๋… ๋’ค์…€๋„๋ฅดํ”„ ๊ณตํ•ญ์— ๋„์ฐฉํ•˜์—ฌ, ์ฃผ์„œ๋… ์ตœ๋•์‹  ๋Œ€์‚ฌ ๋“ฑ์˜ ํ™˜์˜์„', + 'KOTI-Brief Vol6 ์ œ10ํ˜ธ 2012๋…„ OECD์—์„œ ๋ฐœํ‘œํ•œ ์žฅ๊ธฐ ์„ธ๊ณ„๊ฒฝ์ œ์ „๋ง๋ณด๊ณ ์„œ(Looking to 2060 : A global vision of longterm growth)์— ๋”ฐ๋ฅด๋ฉด, ์šฐ๋ฆฌ๋‚˜๋ผ ๊ฒฝ์ œ์„ฑ์žฅ๋ฅ ์€ ์ง€์†์ ์œผ๋กœ ๋‚ฎ์•„์ ธ 2060๋…„๊นŒ์ง€ ์—ฐํ‰๊ท  1.6% ์„ฑ์žฅ์„ ์˜ˆ์ธกํ•˜์˜€๋‹ค. ๋ณด๊ณ ์„œ๋Š” 2011~2030๋…„๊นŒ์ง€ ์—ฐํ‰๊ท  ๊ฒฝ์ œ์„ฑ์žฅ๋ฅ  2.7%, 2030~2060๋…„๊นŒ์ง€๋Š” ์—ฐํ‰๊ท  1.0%์˜ ์„ฑ์žฅ์„ ์˜ˆ์ธกํ–ˆ๋‹ค. 2012๋…„ ํ†ต๊ณ„์ฒญ์—์„œ ๋ฐœํ‘œํ•œ ์žฅ๋ž˜์ธ๊ตฌ์ถ”๊ณ„์— ๋”ฐ๋ฅด๋ฉด, ํ•œ๊ตญ์˜ ์ธ๊ตฌ ์ƒ์‚ฐ ๊ฐ€๋Šฅ ์ธ๊ตฌ๋Š” 2016๋…„ 3,703๋งŒ 9,000๋ช…์œผ๋กœ ์ •์ ์— ๋„๋‹ฌํ•œ ํ›„ 2017๋…„๋ถ€ํ„ฐ ๊ฐ์†Œํ•˜์—ฌ, 2030๋…„ 3,289๋งŒ 3์ฒœ ๋ช…, 2040๋…„ 2,887๋งŒ 3,000๋ช…์œผ๋กœ ๊ธ‰์†ํžˆ ๊ฐ์†Œํ•˜๋Š” ๊ฒƒ์œผ๋กœ ์˜ˆ์ธก๋˜์—ˆ๋‹ค. ์‚ฐ์—…ํ†ต์ƒ๋ถ€์˜ ๋…ธ๋™์ƒ์‚ฐ์„ฑ ๊ตญ์ œ ๋น„๊ต ๋ถ„์„ ๊ฒฐ๊ณผ์— ์˜ํ•˜๋ฉด, ํ•œ๊ตญ์€ ์ทจ์—…์ž๋‹น ๋…ธ๋™์ƒ์‚ฐ์„ฑ์ด OECD ํšŒ์› 34๊ฐœ๊ตญ ์ค‘ 23์œ„๋กœ ํ•˜์œ„๊ถŒ์— ์†ํ•˜๋Š” ๊ฒƒ์œผ๋กœ ๋ถ„์„๋๋‹ค.', + "๊ฐœ๋ฐœ๋„์ƒ๊ตญ๊ฐ€์™€์˜ ๊ต์œกํ˜‘๋ ฅ์— ๊ด€ํ•œ ์—ฐ๊ตฌII์ค‘๋‚จ๋ฏธ ๊ต์œกํ˜‘๋ ฅ๋ฐฉ์•ˆ ์—ฐ๊ตฌ ์…‹์งธ, ํ•œ๊ตญ๊ณผ ์ฝœ๋กฌ๋น„์•„์˜ ๊ต์œก ๏ฟฝ๏ฟฝ์•ผ ๊ตญ์ œ๊ฐœ๋ฐœํ˜‘๋ ฅ์€ 2015๋…„ ์ธ์ฒœ์—์„œ ๊ฐœ์ตœ๋˜๋Š” ์„ธ๊ณ„๊ต์œกํฌ๋Ÿผ์˜ ๊ต์œก์˜์ œ์™€ ๊ธด๋ฐ€ํ•˜๊ฒŒ ์—ฐ๊ฒฐ๋  ํ•„์š”๊ฐ€ ์žˆ๋‹ค. ์œ ๋„ค์Šค์ฝ” ์ฃผ๋„๋กœ ์ง„ํ–‰๋  ์„ธ๊ณ„๊ต์œกํฌ๋Ÿผ์€ 2000๋…„ ์ดํ›„ ์ง„ํ–‰๋˜์–ด ์˜จ ๊ต์œก ๋ถ„์•ผ ๊ตญ์ œ๊ฐœ๋ฐœ๋ชฉํ‘œ์ธ '๋ชจ๋“  ์ด๋ฅผ ์œ„ํ•œ ๊ต์œก'(Education for all)์„ 2015๋…„๋ถ€ํ„ฐ 2030๋…„๊นŒ์ง€์˜ ์ƒˆ๋กœ์šด ๊ต์œก๋ชฉํ‘œ๋ฅผ ์„ค์ •ํ•˜๋Š” ํšŒ์˜๊ฐ€ ๋  ๊ฒƒ์ด๋‹ค. ํŠนํžˆ, 2015๋…„ UN ์ฃผ๋„์˜ Post-MDGs์˜ ๊ต์œก ๋ถ„์•ผ ๋ชฉํ‘œ์™€ ์ผ์น˜๋  ๊ฐ€๋Šฅ์„ฑ์ด ๋†’๋‹ค๋Š” ์ ์—์„œ ๋งค์šฐ ์ค‘์š”ํ•œ ํฌ๋Ÿผ์ด๋‹ค. ํ•œ๊ตญ์ด ์ตœ๋นˆ๊ตญ์—์„œ ์„ ์ง„๊ตญ์— ์ง„์ž…ํ•˜๋Š” ๋ฐ ๊ต์œก์˜ ์—ญํ• ์ด ์ปธ๋‹ค๋Š” ์ ์€ ์„ธ๊ณ„๊ฐ€ ๊ณต๊ฐํ•˜๊ณ  ์žˆ์œผ๋ฉฐ ์ด๋กœ ์ธํ•ด ๊ฐœ๋ฐœ๋„์ƒ๊ตญ์˜ ํ•œ๊ตญ ๊ต์œก์— ๋Œ€ํ•œ ๊ด€์‹ฌ์ด ๋งค์šฐ ๋†’๋‹ค. ์ด๋Ÿฌํ•œ ์ด์œ ๋กœ UNESCO๋Š” ํ•œ๊ตญ์— ์˜๋ฏธ ์žˆ๋Š” ํšŒ์˜์ธ 2015 ์„ธ๊ณ„๊ต์œกํฌ๋Ÿผ์„ ๊ฐœ์ตœํ•  ๊ฒƒ์„ ์š”์ฒญํ•˜์˜€๋‹ค. ๋˜ํ•œ ํฌ๋Ÿผ์˜ ์˜์ œ์„ค์ •๊ณผ์ •์—์„œ ํ•œ๊ตญ์€ ์„ ๋„์ ์ธ ์—ญํ• ์„ ์ˆ˜ํ–‰ํ•˜๊ณ  ์žˆ์œผ๋ฉฐ ๋ช‡๋ช‡์˜ ์ค‘์š”ํ•œ ์˜์ œ๋ฅผ ์ œ๊ธฐํ•˜๊ณ  ๊ตญ์ œ์‚ฌํšŒ์˜ ์ง€์ง€๋ฅผ ๋ฐ›๊ณ  ์žˆ๋‹ค. ์ด๋Ÿฌํ•œ ์ ์—์„œ ๋น„๋ก 2015 ์„ธ๊ณ„๊ต์œกํฌ๋Ÿผ์ด ํ–ฅํ›„ ๊ต์œก ๋ถ„์•ผ ๊ตญ์ œ๊ฐœ๋ฐœํ˜‘๋ ฅ์˜ ๋ฐฉํ–ฅ์„ ๊ฒฐ์ •ํ•˜๋Š” ํšŒ์˜๋Š” ์•„๋‹์ง€๋ผ๋„ ์ธ์ฒœ์—์„œ์˜ ๊ฒฐ์ •์ด ํ•œ๊ตญ์˜ ๊ตญ์ œ๊ต์œก๊ฐœ๋ฐœํ˜‘๋ ฅ์„ ์ถ”์ง„ํ•˜๋Š” ๋ฐฉํ–ฅ์— ํฐ ์˜ํ–ฅ์„ ๋ฏธ์น  ๊ฒƒ์ด๋‹ค.", + "์•„๋ž˜๋Š” '๊ณ ๋ ค๊ฐœ๋ฐœ'์— ๋Œ€ํ•œ wiki ์„ค๋ช…์˜ ์ผ๋ถ€ ์ด๋‹ค. ''''๊ณ ๋ ค๊ฐœ๋ฐœ'''(้ซ˜้บ—้–‹็™ผ, Korea Development Corporation)์€ 1965๋…„ 3์›” 31์ผ์— ์„ค๋ฆฝ๋œ ๋Œ€ํ•œ๋ฏผ๊ตญ์˜ ์ข…ํ•ฉ๊ฑด์„ค์‚ฌ๋กœ์„œ ๋Œ€๋ฆผ์‚ฐ์—…์˜ ์žํšŒ์‚ฌ๋‹ค. ์ •์‹ ๋ช…์นญ์€ ๊ณ ๋ ค๊ฐœ๋ฐœ์ฃผ์‹ํšŒ์‚ฌ์ด๋ฉฐ, ํ•ด์™ธ๊ฑด์„ค์—… ํ† ๋ชฉ๋ถ€๋ฌธ ๋ฐ ๊ฑด์ถ•๋ถ€๋ฌธ์—์„œ ๊ฐ๊ธฐ ์ œ1ํ˜ธ์˜ ๋ฉดํ—ˆ๋ฅผ ์ทจ๋“ํ•˜์˜€๊ณ , ์ตœ์ดˆ์˜ ์˜คํ”ผ์Šคํ…” ์‹œ๊ณต์„ ํ•œ ํšŒ์‚ฌ์ด๋‹ค. ๊ณ ๋ ค๊ฐœ๋ฐœ์€ 2016๋…„ ๊ธฐ์ค€์œผ๋กœ ๋Œ€ํ•œ๋ฏผ๊ตญ ๊ฑด์„ค์‚ฌ ์‹œ๊ณต๋Šฅ๋ ฅํ‰๊ฐ€ ์ˆœ์œ„(์˜› ๋„๊ธ‰์ˆœ์œ„) 39์œ„๋ฅผ ๊ธฐ๋กํ–ˆ๋‹ค. ์‚ฌ์—… ๋ถ„์•ผ๋Š” ๋„๋กœ ๊ฑด์„ค ๋“ฑ์˜ ํ† ๋ชฉ ๋ถ€๋ฌธ๊ณผ ์‹œ์„ค ๋ฐ ์ฃผํƒ ๊ฑด์ถ• ๋“ฑ์˜ ๊ฑด์„ค ๋ถ€๋ฌธ์œผ๋กœ ๊ตฌ๋ถ„๋œ๋‹ค. ํ˜„์žฌ ๋Œ€๋ฆผ์‚ฐ์—…์˜ ์•„ํŒŒํŠธ ๋ธŒ๋žœ๋“œ์ธ eํŽธํ•œ์„ธ์ƒ์„ ํ•จ๊ป˜ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค. ์‚ผํ˜ธ์™€ ๊ณ ๋ ค๊ฐœ๋ฐœ์˜ ํ•ฉ๋ณ‘ ํšŒ์‚ฌ์ธ '''๋Œ€๋ฆผ๊ฑด์„ค'''์ด 2020๋…„ 7์›” 1์ผ ๊ณต์‹ ์ถœ๋ฒ”ํ–ˆ๋‹ค. ์‚ผํ˜ธ์™€ ๊ณ ๋ ค๊ฐœ๋ฐœ์€ ๋Œ€๋ฆผ๊ทธ๋ฃน ๋‚ด ๊ฑด์„ค๊ณ„์—ด์‚ฌ๋กœ ๊ฐ๊ฐ 2019๋…„ ๊ธฐ์ค€ ์‹œ๊ณต๋Šฅ๋ ฅํ‰๊ฐ€์ˆœ์œ„ 30์œ„, 54์œ„๋ฅผ ๊ธฐ๋กํ–ˆ๋‹ค. * 1965๋…„ 3์›” 31์ผ ๊ณ ๋ ค๊ฐœ๋ฐœ ์ฃผ์‹ํšŒ์‚ฌ ์„ค๋ฆฝ, ๋Œ€ํ‘œ์ด์‚ฌ ์ •์ฒœ์„ ์ทจ์ž„, ๋ณธ์‚ฌ์†Œ์žฌ์ง€-์„œ์šธํŠน๋ณ„์‹œ ์šฉ์‚ฐ๊ตฌ ๊ฐˆ์›”๋™ 95๋ฒˆ์ง€ * 1967๋…„ 11์›” 30์ผ ์ˆ˜์ถœ์œ ๊ณต ๊ตญ๋ฌด์ด๋ฆฌ ํ‘œ์ฐฝ * 1969๋…„ 12์›” 1์ผ ์ˆ˜์ถœ์œ ๊ณต ๋Œ€ํ†ต๋ น ์‚ฐ์—…ํฌ์žฅ * 1977๋…„ 12์›” 28์ผ ๋™๋‚จ๋ถ€๋™์‚ฐ(์ฃผ) ์ธ์ˆ˜ ํ•ฉ๋ณ‘ * 1978๋…„ 10์›” 30์ผ ํ•œ๊ตญ์ฆ๊ถŒ๊ฑฐ๋ž˜์†Œ ์ƒ์žฅ * 1978๋…„ 12์›” 2์ผ ๋ณธ์‚ฌ์ด์ „-์„œ์šธ์‹œ ์šฉ์‚ฐ๊ตฌ ๋ฌธ๋ฐฐ๋™ 24-2 * 1981๋…„ 11์›” 12์ผ ์œ ์ƒ์ฆ์ž๋กœ ์ž๋ณธ๊ธˆ 100์–ต์› * 1982๋…„ 11์›” 3์ผ 1์ฒœ๋งŒ๋ถˆ ์ถ”์ถœ์˜ํƒ‘ * 1985๋…„ 1์›” 9์ผ ๋ณธ์‚ฌ์ด์ „-์„œ์šธ์‹œ ๋งˆํฌ๊ตฌ ๋„ํ™”๋™ 544๋ฒˆ์ง€ * 1987๋…„ 1์›” 2์ผ ํšŒ์‚ฌ์ •๋ฆฌ์ ˆ์ฐจ ๊ฐœ์‹œ ์‹ ์ฒญ * 1987๋…„ 2์›” 11์ผ ํšŒ์‚ฌ ์žฌ์‚ฐ ๋ณด์ „์ฒ˜๋ถ„(87ํŒŒ582ํ˜ธ) * 1987๋…„ 2์›” 28์ผ ๋Œ€๋ฆผ์‚ฐ์—… ๊ณ„์—ด ํŽธ์ž… * 1987๋…„ 4์›” 4์ผ ์‚ฐ์—…ํ•ฉ๋ฆฌํ™”์—…์ฒด ์ง€์ • * 1987๋…„ 6์›” 5์ผ ํ•ด์™ธ๊ฑด์„ค์—… ๋ฉดํ—ˆ ๋ฐ˜๋‚ฉ * 1987๋…„ 9์›” 22์ผ ํšŒ์‚ฌ์ •๋ฆฌ์ ˆ์ฐจ ๊ฐœ์‹œ๊ฒฐ์ •(87ํŒŒ581ํ˜ธ) * 1993๋…„ 8์›” 24์ผ ๋ณธ์‚ฌ์‹ ์ถ•์ด์ „-์„œ์šธ์‹œ ์šฉ์‚ฐ๊ตฌ ๋ฌธ๋ฐฐ๋™ 24-2 * 1995๋…„ 3์›” 11์ผ ๊ด€๋ฆฌ์ธ ์˜คํ’์˜ ์„ ์ž„ * 1995๋…„ 11์›” 3์ผ ์ฒ ๊ตฌ์‚ฌ์—…", + ] +) +# [{'corpus_id': ..., 'score': ...}, {'corpus_id': ..., 'score': ...}, ...] +``` + + + + + + + + + + + +## Training Details + +### Training Dataset + +#### Unnamed Dataset + +* Size: 33,315,502 training samples +* Columns: query, doc, and label +* Approximate statistics based on the first 100 samples: + | | query | doc | label | + |:---------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:-------------------------------------------------------------------| + | type | string | string | float | + | modality | text | text | | + | details | | | | +* Samples: + | query | doc | label | + |:-----------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------| + | ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ | ์  ๋”๋ฆฌ๋ทฐ 2016๋…„ ๋ด„ํ˜ธ ์ œ40ํ˜ธ UNDP(United Nations Development Programme, ์œ ์—”๊ฐœ๋ฐœ๊ณ„ํš)๋Š” ์œ ์—”์˜ ์›์กฐ ๊ณ„ํš์„ ์กฐ์ •ํ•˜๋Š” ๊ฐœ๋ฐœ ๋„คํŠธ์›Œํฌ์ด๋‹ค. ์šฐ๋ฆฌ๋‚˜๋ผ๋„ 46๋…„๊ฐ„ UNDP์˜ ์›์กฐ๋ฅผ ๋ฐ›์•˜๋Š”๋ฐ, 2009๋…„ OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜(DAC)์— ๊ฐ€์ž…ํ•˜๋ฉด์„œ '์›์กฐ๋ฅผ ๋ฐ›๋˜ ๊ตญ๊ฐ€'์—์„œ '์›์กฐ๋ฅผ ์ œ๊ณตํ•˜๋Š” ๊ตญ๊ฐ€'๋กœ ์ง€์œ„๊ฐ€ ๋ณ€ํ™”ํ•จ์— ๋”ฐ๋ผ์„œ ๊ฐ™์€ ํ•ด UNDP ์„œ์šธ ์‚ฌ๋ฌด์†Œ๊ฐ€ ๋ฌธ์„ ๋‹ซ๋Š”๋‹ค. UNDP๋Š” ๊ฐœ๋ฐœ๋„์ƒ๊ตญ๊ฐ€์— ์ „๋ฌธ๊ฐ€ ์ž๋ฌธ, ํ›ˆ๋ จ, ๋ณด์กฐ๊ธˆ ์ง€์›์„ ์ œ๊ณตํ•˜๋Š” ๊ฒƒ์— ์ค‘์ ์„ ๋‘๊ณ  ์žˆ๋Š”๋ฐ, ์œ ์—”์ดํšŒ(UN General Assembly) ๋‚ด ์ƒ์ž„์ด์‚ฌํšŒ(Executive Board) ์ง€์œ„๋ฅผ ๊ฐ–๊ณ  ์žˆ๋‹ค. UNDP๋Š” ๊ฐœ๋ฐœ๋„์ƒ๊ตญ ์ฃผ๋ฏผ์ด ๋” ๋‚˜์€ ์‚ถ์„ ๊ฑด์„คํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•˜๊ธฐ ์œ„ํ•ด ์ง€์‹, ๊ฒฝํ—˜, ์ž์›์„ ๊ฐ๊ตญ์— ์—ฐ๊ฒฐ์‹œ์ผœ์ค€๋‹ค. UNDP์˜ ์‚ฌ์—… ๋ชฉํ‘œ๋Š” ๋นˆ๊ณค ๊ฐ์†Œ, HIV/AIDS ์˜ˆ๋ฐฉ, ๋ฏผ์ฃผ์  ๊ฑฐ๋ฒ„๋„Œ์Šค, ์—๋„ˆ์ง€์™€ ํ™˜๊ฒฝ, ์‚ฌํšŒ๋ฐœ์ „, ์œ„๊ธฐ ์˜ˆ๋ฐฉ ๋ฐ ๋ณต๊ตฌ, ์ธ๊ถŒ๋ณดํ˜ธ, UNDP์˜ ๋ชจ๋“  ํ”„๋กœ๊ทธ๋žจ์—์„œ ์—ฌ์„ฑ์˜ ์—ญ๋Ÿ‰๊ฐ•ํ™”๋ฅผ ์ด‰์ง„ํ•˜๋Š” ๊ฒƒ์ด๋‹ค. | 4.1875 | + | ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ | ์•„๋ž˜๋Š” 'ํ•œ๋… ๊ด€๊ณ„'์— ๋Œ€ํ•œ wiki ์„ค๋ช…์˜ ์ผ๋ถ€ ์ด๋‹ค. '๊ณต์‚ฌ๊ด€์„ ์„ค์น˜ํ•˜์˜€๋‹ค(9์›” 25์ผ). ๋”๋ถˆ์–ด ์ด ๋ฌด๋ ต ์ œ1๊ณตํ™”๊ตญ ์‹œ์ ˆ๋ถ€ํ„ฐ ๊ฐ€ํ†จ๋ฆญ ๊ตํšŒ์˜ ์ค‘๊ฐœ์— ์˜ํ•ด ํ•œ๊ตญ์ธ๋“ค์ด ๊ฐ„ํ˜ธ์‚ฌ๋กœ์„œ ๋…์ผ์— ํŒŒ๊ฒฌ๋˜๊ธฐ ์‹œ์ž‘ํ•˜์˜€๋‹ค. === ์ œ2๊ณตํ™”๊ตญ, ๊ฒฝ์ œ์›์กฐ๋ฅผ ์•ฝ์†๋ฐ›๋‹ค === ๋ฏธ๊ตญ์ผ๋ณ€๋„์—์„œ ๋ฒ—์–ด๋‚œ ์ž์œ ์ง„์˜๊ณผ์˜ ๊ฒฐ์†์„ ์•ฝ์†ํ•œ ์žฅ๋ฉด๋‚ด๊ฐ์€ ํ•œ๋…๊ด€๊ณ„๋ฅผ ๋ณธ๊ฒฉ์ ์œผ๋กœ ๏ฟฝ๏ฟฝ๏ฟฝ์ „์‹œ์ผฐ๋‹ค. ๋…์ผ๊ณผ๋Š” ์šฐ์„ ์ ์œผ๋กœ ์šฐํ˜ธํ†ต์ƒํ•ญํ•ด์กฐ์•ฝ ๊ต์„ญ์„ ์ถ”์ง„ํ•˜์˜€๋‹ค. ํ•œํŽธ 1961๋…„ 1์›” 7์ผ, 10๋งŒkw ํ™”๋ ฅ๋ฐœ์ „์†Œ ๊ฑด์„ค์„ ์œ„ํ•œ ์„œ๋… ์ง€๋ฉ˜์Šค ๋งฅ์‚ฌ์˜ ๊ฑด์„ค์ž๊ธˆ ์ฐจ๊ด€์ œ์˜๋ฅผ ์ˆ˜๋ฝํ•˜๊ณ  ์ด์–ด ์„œ๋…์—์„œ 5๋ช…์˜ ๊ธฐ์ˆ ์ž๋ฅผ ์ œ1์ง„์œผ๋กœ ํ•œ๊ตญ์— ํŒŒ๊ฒฌํ‚ค๋กœ ํ•ฉ์˜๋ฅผ ๋ณด์•˜์œผ๋ฉฐ 1961๋…„ 2์›” 2์ผ, ์ฝ˜๋ผํŠธ ์•„๋ฐ๋‚˜์›Œ ์„œ๋… ์ˆ˜์ƒ์€ ์ „๊ทœํ™ ์„œ๋… ๋Œ€์‚ฌ์™€์˜ ํšŒ๊ฒฌ์„ ํ†ตํ•˜์—ฌ "์„œ๋…์ •๋ถ€๋Š” ํ•œ๊ตญ์˜ ๊ฒฝ์ œ๋ฐœ์ „์„ ์œ„ํ•ด ์ ๊ทน์ ์œผ๋กœ ๋„์™€์ค„ ์šฉ์˜๊ฐ€ ์žˆ์Œ"์„ ํ‘œ๋ช…ํ•ด์˜ค์ž ์‚ฌ๋ฌด์ฐจ๊ด€ ๋ฐ ๊ตญ์žฅ๊ธ‰ ์„œ๋…์›์กฐ์ถ”์ง„์œ„๋ฅผ ๋ฐœ์กฑํ•˜์—ฌ '์›์กฐ๊ฐ์„œ' ์ž‘์„ฑ์„ ๊ฐœ์‹œํ•˜์˜€๋‹ค. ์ด์–ด ์–‘๊ตญ์€ 1961๋…„ 3์›” 18์ผ ํ•œ๋… ๊ธฐ์ˆ ์›์กฐํ˜‘์ •(์ง์—…ํ•™๊ต ์„ค์น˜์— ๊ด€ํ•œ ๊ฐ์„œ๊ตํ™˜)์„ ์ฒด๊ฒฐํ•˜๊ธฐ๋„ ํ–ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ด๋Ÿฌํ•œ ๋…ธ๋ ฅ์˜ ๊ฒฐ์‹ค์€ 5.16 ๊ตฐ์‚ฌ์ •๊ถŒ์ด ๊ฐ€๋กœ์ฑ„๊ฐ”๋‹ค. === ๊ตฐ์‚ฌยท๋…์žฌ์ •๊ถŒ, ๊ฒฝ์ œ์›์กฐ๋ฅผ ๋ฐ›๋‹ค === ํŒŒ์ผ:Bundesarchiv B 145 Bild-F019521-0013, Berlin, Staatsbesuch Prรคsident von Sรผd-Korea.jpg\|์„ฌ๋„ค์ผ\|left\|250px\|์„œ๋…์„ ๊ณต์‹ ๋ฐฉ๋ฌธํ•œ ๋ฐ•์ •ํฌ ์ „ ๋Œ€ํ†ต๋ น(์™ผ์ชฝ)๊ณผ ๋นŒ๋ฆฌ ๋ธŒ๋ž€ํŠธ ์„œ๋ฒ ๋ฅผ๋ฆฐ ์‹œ์žฅ(์˜ค๋ฅธ์ชฝ)(1964๋…„ 12์›” 10์ผ) ํŒŒ์ผ:Bundesarchiv B 145 Bild-F032889-0027, Bonn, Bundesprรคsident mit Politikern aus Korea.jpg\|์„ฌ๋„ค์ผ\|250px\|left\|์„œ๋…์„ ๋ฐฉ๋ฌธ์ค‘์ธ ํ•œ๊ตญ์˜ ๊ตญํšŒ์˜์› 6์ธ(์™ผ์ชฝ๋ถ€ํ„ฐ, 3. ๊น€์„ฑ์šฉ, 4. ์žฅ๊ฒฝ์ˆœ 5. ๊น€ํ™์ผ, ๊ทธ๋ฆฌ๊ณ  ๊น€์šฐ๊ฒฝ, ๋ฌธํƒœ์ค€, ๊น€์ •๋ ฌ์€ ์ˆœ์„œ ๋ฏธ์ƒ ) - 1970๋…„ 11์›” 10์ผ 1961๋…„ 12์›” 13์ผ ํ•œยท๋… ์ฐจ๊ด€ํ˜‘์ •(้Ÿ“็จๅ€Ÿๆฌพๅ”ๅฎš), 1962๋…„ 3์›” 15์ผ ํ•œยท๋… ๊ฒฝ... | -7.46875 | + | ํ•œ๊ตญ์ด OECD ๊ฐœ๋ฐœ์›์กฐํšŒ์˜์— ๊ฐ€์ž…ํ•œ ๋•Œ๋Š” ์–ธ์ œ์•ผ | KOTI-Brief Vol6 ์ œ10ํ˜ธ 2012๋…„ OECD์—์„œ ๋ฐœํ‘œํ•œ ์žฅ๊ธฐ ์„ธ๊ณ„๊ฒฝ์ œ์ „๋ง๋ณด๊ณ ์„œ(Looking to 2060 : A global vision of longterm growth)์— ๋”ฐ๋ฅด๋ฉด, ์šฐ๋ฆฌ๋‚˜๋ผ ๊ฒฝ์ œ์„ฑ์žฅ๋ฅ ์€ ์ง€์†์ ์œผ๋กœ ๋‚ฎ์•„์ ธ 2060๋…„๊นŒ์ง€ ์—ฐํ‰๊ท  1.6% ์„ฑ์žฅ์„ ์˜ˆ์ธกํ•˜์˜€๋‹ค. ๋ณด๊ณ ์„œ๋Š” 2011~2030๋…„๊นŒ์ง€ ์—ฐํ‰๊ท  ๊ฒฝ์ œ์„ฑ์žฅ๋ฅ  2.7%, 2030~2060๋…„๊นŒ์ง€๋Š” ์—ฐํ‰๊ท  1.0%์˜ ์„ฑ์žฅ์„ ์˜ˆ์ธกํ–ˆ๋‹ค. 2012๋…„ ํ†ต๊ณ„์ฒญ์—์„œ ๋ฐœํ‘œํ•œ ์žฅ๋ž˜์ธ๊ตฌ์ถ”๊ณ„์— ๋”ฐ๋ฅด๋ฉด, ํ•œ๊ตญ์˜ ์ธ๊ตฌ ์ƒ์‚ฐ ๊ฐ€๋Šฅ ์ธ๊ตฌ๋Š” 2016๋…„ 3,703๋งŒ 9,000๋ช…์œผ๋กœ ์ •์ ์— ๋„๋‹ฌํ•œ ํ›„ 2017๋…„๋ถ€ํ„ฐ ๊ฐ์†Œํ•˜์—ฌ, 2030๋…„ 3,289๋งŒ 3์ฒœ ๋ช…, 2040๋…„ 2,887๋งŒ 3,000๋ช…์œผ๋กœ ๊ธ‰์†ํžˆ ๊ฐ์†Œํ•˜๋Š” ๊ฒƒ์œผ๋กœ ์˜ˆ์ธก๋˜์—ˆ๋‹ค. ์‚ฐ์—…ํ†ต์ƒ๋ถ€์˜ ๋…ธ๋™์ƒ์‚ฐ์„ฑ ๊ตญ์ œ ๋น„๊ต ๋ถ„์„ ๊ฒฐ๊ณผ์— ์˜ํ•˜๋ฉด, ํ•œ๊ตญ์€ ์ทจ์—…์ž๋‹น ๋…ธ๋™์ƒ์‚ฐ์„ฑ์ด OECD ํšŒ์› 34๊ฐœ๊ตญ ์ค‘ 23์œ„๋กœ ํ•˜์œ„๊ถŒ์— ์†ํ•˜๋Š” ๊ฒƒ์œผ๋กœ ๋ถ„์„๋๋‹ค. | -5.25 | +* Loss: [MSELoss](https://sbert.net/docs/package_reference/cross_encoder/losses.html#mseloss) with these parameters: + ```json + { + "activation_fn": "torch.nn.modules.linear.Identity" + } + ``` + +### Training Hyperparameters +#### Non-Default Hyperparameters + +- `per_device_train_batch_size`: 16 +- `num_train_epochs`: 1.0 +- `learning_rate`: 2e-05 +- `lr_scheduler_type`: cosine +- `warmup_steps`: 0.1 +- `gradient_accumulation_steps`: 32 +- `bf16`: True +- `per_device_eval_batch_size`: 16 +- `dataloader_num_workers`: 8 +- `ddp_find_unused_parameters`: False +- `ddp_timeout`: 3600 +- `prompts`: Given a web search query, retrieve relevant passages that answer the query + +#### All Hyperparameters +
Click to expand + +- `per_device_train_batch_size`: 16 +- `num_train_epochs`: 1.0 +- `max_steps`: -1 +- `learning_rate`: 2e-05 +- `lr_scheduler_type`: cosine +- `lr_scheduler_kwargs`: None +- `warmup_steps`: 0.1 +- `optim`: adamw_torch_fused +- `optim_args`: None +- `weight_decay`: 0.0 +- `adam_beta1`: 0.9 +- `adam_beta2`: 0.999 +- `adam_epsilon`: 1e-08 +- `optim_target_modules`: None +- `gradient_accumulation_steps`: 32 +- `average_tokens_across_devices`: True +- `max_grad_norm`: 1.0 +- `label_smoothing_factor`: 0.0 +- `bf16`: True +- `fp16`: False +- `bf16_full_eval`: False +- `fp16_full_eval`: False +- `tf32`: None +- `gradient_checkpointing`: False +- `gradient_checkpointing_kwargs`: None +- `torch_compile`: False +- `torch_compile_backend`: None +- `torch_compile_mode`: None +- `use_liger_kernel`: False +- `liger_kernel_config`: None +- `use_cache`: False +- `neftune_noise_alpha`: None +- `torch_empty_cache_steps`: None +- `auto_find_batch_size`: False +- `log_on_each_node`: True +- `logging_nan_inf_filter`: True +- `include_num_input_tokens_seen`: no +- `log_level`: passive +- `log_level_replica`: warning +- `disable_tqdm`: False +- `project`: huggingface +- `trackio_space_id`: None +- `trackio_bucket_id`: None +- `trackio_static_space_id`: None +- `per_device_eval_batch_size`: 16 +- `prediction_loss_only`: True +- `eval_on_start`: False +- `eval_do_concat_batches`: True +- `eval_use_gather_object`: False +- `eval_accumulation_steps`: None +- `include_for_metrics`: [] +- `batch_eval_metrics`: False +- `save_only_model`: False +- `save_on_each_node`: False +- `enable_jit_checkpoint`: False +- `push_to_hub`: False +- `hub_private_repo`: None +- `hub_model_id`: None +- `hub_strategy`: every_save +- `hub_always_push`: False +- `hub_revision`: None +- `load_best_model_at_end`: False +- `ignore_data_skip`: False +- `restore_callback_states_from_checkpoint`: False +- `full_determinism`: False +- `seed`: 42 +- `data_seed`: None +- `use_cpu`: False +- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None} +- `parallelism_config`: None +- `dataloader_drop_last`: True +- `dataloader_num_workers`: 8 +- `dataloader_pin_memory`: True +- `dataloader_persistent_workers`: False +- `dataloader_prefetch_factor`: None +- `remove_unused_columns`: True +- `label_names`: None +- `train_sampling_strategy`: random +- `length_column_name`: length +- `ddp_find_unused_parameters`: False +- `ddp_bucket_cap_mb`: None +- `ddp_broadcast_buffers`: False +- `ddp_static_graph`: None +- `ddp_backend`: None +- `ddp_timeout`: 3600 +- `fsdp`: None +- `fsdp_config`: None +- `deepspeed`: None +- `debug`: [] +- `skip_memory_metrics`: True +- `do_predict`: False +- `resume_from_checkpoint`: None +- `warmup_ratio`: None +- `local_rank`: -1 +- `prompts`: Given a web search query, retrieve relevant passages that answer the query +- `batch_sampler`: batch_sampler +- `multi_dataset_batch_sampler`: proportional +- `router_mapping`: {} +- `learning_rate_mapping`: {} +- `extended_length`: True +- `exlen_chunk_tokens`: 16000 +- `exlen_probe_blocks`: 1 + +
+ +### Training Logs +
Click to expand + +| Epoch | Step | Training Loss | +|:------:|:-----:|:-------------:| +| 0.0003 | 10 | 93.6843 | +| 0.0006 | 20 | 92.4068 | +| 0.0009 | 30 | 93.3683 | +| 0.0012 | 40 | 90.2200 | +| 0.0015 | 50 | 84.9934 | +| 0.0018 | 60 | 85.0456 | +| 0.0022 | 70 | 78.3346 | +| 0.0025 | 80 | 71.5976 | +| 0.0028 | 90 | 62.7653 | +| 0.0031 | 100 | 51.1161 | +| 0.0034 | 110 | 42.3826 | +| 0.0037 | 120 | 32.7072 | +| 0.0040 | 130 | 28.3290 | +| 0.0043 | 140 | 22.3924 | +| 0.0046 | 150 | 18.1507 | +| 0.0049 | 160 | 15.9240 | +| 0.0052 | 170 | 15.4449 | +| 0.0055 | 180 | 15.5911 | +| 0.0058 | 190 | 14.8707 | +| 0.0061 | 200 | 14.8068 | +| 0.0065 | 210 | 14.4394 | +| 0.0068 | 220 | 14.0742 | +| 0.0071 | 230 | 13.9386 | +| 0.0074 | 240 | 13.3525 | +| 0.0077 | 250 | 13.1215 | +| 0.0080 | 260 | 12.7683 | +| 0.0083 | 270 | 13.1183 | +| 0.0086 | 280 | 12.1540 | +| 0.0089 | 290 | 12.2296 | +| 0.0092 | 300 | 11.6841 | +| 0.0095 | 310 | 11.7812 | +| 0.0098 | 320 | 11.5824 | +| 0.0101 | 330 | 10.6482 | +| 0.0105 | 340 | 10.9401 | +| 0.0108 | 350 | 10.4478 | +| 0.0111 | 360 | 10.7338 | +| 0.0114 | 370 | 10.5941 | +| 0.0117 | 380 | 9.7009 | +| 0.0120 | 390 | 9.9796 | +| 0.0123 | 400 | 10.1588 | +| 0.0126 | 410 | 9.6568 | +| 0.0129 | 420 | 9.5215 | +| 0.0132 | 430 | 9.1672 | +| 0.0135 | 440 | 9.4594 | +| 0.0138 | 450 | 9.1957 | +| 0.0141 | 460 | 8.8372 | +| 0.0144 | 470 | 8.3356 | +| 0.0148 | 480 | 8.7250 | +| 0.0151 | 490 | 8.4496 | +| 0.0154 | 500 | 8.2815 | +| 0.0157 | 510 | 7.6948 | +| 0.0160 | 520 | 7.9646 | +| 0.0163 | 530 | 7.6450 | +| 0.0166 | 540 | 7.6891 | +| 0.0169 | 550 | 7.6512 | +| 0.0172 | 560 | 7.5881 | +| 0.0175 | 570 | 7.1805 | +| 0.0178 | 580 | 7.5258 | +| 0.0181 | 590 | 7.4291 | +| 0.0184 | 600 | 6.9859 | +| 0.0187 | 610 | 7.1398 | +| 0.0191 | 620 | 6.9873 | +| 0.0194 | 630 | 7.0710 | +| 0.0197 | 640 | 6.6776 | +| 0.0200 | 650 | 6.6202 | +| 0.0203 | 660 | 6.9697 | +| 0.0206 | 670 | 6.6218 | +| 0.0209 | 680 | 6.5551 | +| 0.0212 | 690 | 6.6711 | +| 0.0215 | 700 | 6.5804 | +| 0.0218 | 710 | 6.4424 | +| 0.0221 | 720 | 6.3707 | +| 0.0224 | 730 | 6.4329 | +| 0.0227 | 740 | 6.4532 | +| 0.0231 | 750 | 6.3689 | +| 0.0234 | 760 | 6.0504 | +| 0.0237 | 770 | 6.1060 | +| 0.0240 | 780 | 5.8382 | +| 0.0243 | 790 | 6.0928 | +| 0.0246 | 800 | 6.0945 | +| 0.0249 | 810 | 5.9019 | +| 0.0252 | 820 | 6.0025 | +| 0.0255 | 830 | 5.5819 | +| 0.0258 | 840 | 5.5014 | +| 0.0261 | 850 | 5.5184 | +| 0.0264 | 860 | 5.6645 | +| 0.0267 | 870 | 5.5256 | +| 0.0270 | 880 | 5.7991 | +| 0.0274 | 890 | 5.6642 | +| 0.0277 | 900 | 5.6833 | +| 0.0280 | 910 | 5.4943 | +| 0.0283 | 920 | 5.4953 | +| 0.0286 | 930 | 5.4762 | +| 0.0289 | 940 | 5.6194 | +| 0.0292 | 950 | 5.7489 | +| 0.0295 | 960 | 5.2801 | +| 0.0298 | 970 | 5.4255 | +| 0.0301 | 980 | 5.5327 | +| 0.0304 | 990 | 5.4654 | +| 0.0307 | 1000 | 5.1175 | +| 0.0310 | 1010 | 5.3227 | +| 0.0314 | 1020 | 5.2430 | +| 0.0317 | 1030 | 5.5652 | +| 0.0320 | 1040 | 5.4255 | +| 0.0323 | 1050 | 5.3359 | +| 0.0326 | 1060 | 5.0853 | +| 0.0329 | 1070 | 5.0031 | +| 0.0332 | 1080 | 5.1281 | +| 0.0335 | 1090 | 5.0870 | +| 0.0338 | 1100 | 4.9719 | +| 0.0341 | 1110 | 5.1579 | +| 0.0344 | 1120 | 5.0934 | +| 0.0347 | 1130 | 5.1256 | +| 0.0350 | 1140 | 4.9817 | +| 0.0353 | 1150 | 5.0833 | +| 0.0357 | 1160 | 4.7866 | +| 0.0360 | 1170 | 5.0369 | +| 0.0363 | 1180 | 5.2830 | +| 0.0366 | 1190 | 5.1231 | +| 0.0369 | 1200 | 4.8909 | +| 0.0372 | 1210 | 4.8451 | +| 0.0375 | 1220 | 4.9852 | +| 0.0378 | 1230 | 4.6684 | +| 0.0381 | 1240 | 4.6370 | +| 0.0384 | 1250 | 5.1089 | +| 0.0387 | 1260 | 5.0408 | +| 0.0390 | 1270 | 4.9021 | +| 0.0393 | 1280 | 4.7509 | +| 0.0396 | 1290 | 4.6641 | +| 0.0400 | 1300 | 4.7294 | +| 0.0403 | 1310 | 4.6758 | +| 0.0406 | 1320 | 4.3985 | +| 0.0409 | 1330 | 4.4295 | +| 0.0412 | 1340 | 4.3277 | +| 0.0415 | 1350 | 4.5278 | +| 0.0418 | 1360 | 4.4683 | +| 0.0421 | 1370 | 4.3250 | +| 0.0424 | 1380 | 4.5102 | +| 0.0427 | 1390 | 4.7370 | +| 0.0430 | 1400 | 4.4592 | +| 0.0433 | 1410 | 4.3837 | +| 0.0436 | 1420 | 4.4874 | +| 0.0440 | 1430 | 4.3069 | +| 0.0443 | 1440 | 4.1613 | +| 0.0446 | 1450 | 4.1656 | +| 0.0449 | 1460 | 4.2097 | +| 0.0452 | 1470 | 4.0196 | +| 0.0455 | 1480 | 4.2757 | +| 0.0458 | 1490 | 4.0543 | +| 0.0461 | 1500 | 4.1911 | +| 0.0464 | 1510 | 4.2832 | +| 0.0467 | 1520 | 4.7422 | +| 0.0470 | 1530 | 4.4637 | +| 0.0473 | 1540 | 4.4878 | +| 0.0476 | 1550 | 4.2201 | +| 0.0479 | 1560 | 4.1181 | +| 0.0483 | 1570 | 3.9954 | +| 0.0486 | 1580 | 4.1089 | +| 0.0489 | 1590 | 4.1037 | +| 0.0492 | 1600 | 3.9202 | +| 0.0495 | 1610 | 3.9550 | +| 0.0498 | 1620 | 3.9142 | +| 0.0500 | 1627 | - | +| 0.0501 | 1630 | 3.8974 | +| 0.0504 | 1640 | 4.5440 | +| 0.0507 | 1650 | 4.2557 | +| 0.0510 | 1660 | 4.3831 | +| 0.0513 | 1670 | 4.4032 | +| 0.0516 | 1680 | 4.1704 | +| 0.0519 | 1690 | 4.3297 | +| 0.0523 | 1700 | 4.3343 | +| 0.0526 | 1710 | 4.2231 | +| 0.0529 | 1720 | 4.2889 | +| 0.0532 | 1730 | 4.1350 | +| 0.0535 | 1740 | 4.1010 | +| 0.0538 | 1750 | 4.2315 | +| 0.0541 | 1760 | 4.1940 | +| 0.0544 | 1770 | 4.2158 | +| 0.0547 | 1780 | 4.0491 | +| 0.0550 | 1790 | 3.8958 | +| 0.0553 | 1800 | 3.6751 | +| 0.0556 | 1810 | 3.6504 | +| 0.0559 | 1820 | 3.5417 | +| 0.0562 | 1830 | 3.9759 | +| 0.0566 | 1840 | 3.5841 | +| 0.0569 | 1850 | 3.8208 | +| 0.0572 | 1860 | 3.7434 | +| 0.0575 | 1870 | 3.6522 | +| 0.0578 | 1880 | 3.6820 | +| 0.0581 | 1890 | 4.0641 | +| 0.0584 | 1900 | 4.2806 | +| 0.0587 | 1910 | 3.9811 | +| 0.0590 | 1920 | 3.9321 | +| 0.0593 | 1930 | 3.9678 | +| 0.0596 | 1940 | 3.6006 | +| 0.0599 | 1950 | 3.6577 | +| 0.0602 | 1960 | 3.5472 | +| 0.0606 | 1970 | 3.5184 | +| 0.0609 | 1980 | 3.4187 | +| 0.0612 | 1990 | 3.7200 | +| 0.0615 | 2000 | 3.6662 | +| 0.0618 | 2010 | 3.4536 | +| 0.0621 | 2020 | 3.5285 | +| 0.0624 | 2030 | 3.6281 | +| 0.0627 | 2040 | 3.6872 | +| 0.0630 | 2050 | 3.9165 | +| 0.0633 | 2060 | 3.7314 | +| 0.0636 | 2070 | 3.5645 | +| 0.0639 | 2080 | 3.5154 | +| 0.0642 | 2090 | 3.4393 | +| 0.0645 | 2100 | 3.6037 | +| 0.0649 | 2110 | 3.8485 | +| 0.0652 | 2120 | 3.4728 | +| 0.0655 | 2130 | 3.4007 | +| 0.0658 | 2140 | 3.2655 | +| 0.0661 | 2150 | 3.2939 | +| 0.0664 | 2160 | 3.3309 | +| 0.0667 | 2170 | 3.3038 | +| 0.0670 | 2180 | 3.2095 | +| 0.0673 | 2190 | 3.5182 | +| 0.0676 | 2200 | 3.1880 | +| 0.0679 | 2210 | 3.2001 | +| 0.0682 | 2220 | 3.3301 | +| 0.0685 | 2230 | 3.2152 | +| 0.0688 | 2240 | 3.4159 | +| 0.0692 | 2250 | 3.5004 | +| 0.0695 | 2260 | 3.1427 | +| 0.0698 | 2270 | 3.4141 | +| 0.0701 | 2280 | 3.4705 | +| 0.0704 | 2290 | 3.3706 | +| 0.0707 | 2300 | 3.4101 | +| 0.0710 | 2310 | 3.4002 | +| 0.0713 | 2320 | 3.2306 | +| 0.0716 | 2330 | 3.2110 | +| 0.0719 | 2340 | 3.2612 | +| 0.0722 | 2350 | 3.2471 | +| 0.0725 | 2360 | 3.1862 | +| 0.0728 | 2370 | 3.1931 | +| 0.0732 | 2380 | 3.1140 | +| 0.0735 | 2390 | 3.2128 | +| 0.0738 | 2400 | 3.1901 | +| 0.0741 | 2410 | 3.0121 | +| 0.0744 | 2420 | 3.0775 | +| 0.0747 | 2430 | 3.0979 | +| 0.0750 | 2440 | 3.1014 | +| 0.0753 | 2450 | 3.0335 | +| 0.0756 | 2460 | 3.1973 | +| 0.0759 | 2470 | 3.1665 | +| 0.0762 | 2480 | 3.0354 | +| 0.0765 | 2490 | 2.8977 | +| 0.0768 | 2500 | 3.0239 | +| 0.0771 | 2510 | 3.0630 | +| 0.0775 | 2520 | 3.2339 | +| 0.0778 | 2530 | 3.2519 | +| 0.0781 | 2540 | 3.2350 | +| 0.0784 | 2550 | 3.0372 | +| 0.0787 | 2560 | 3.0173 | +| 0.0790 | 2570 | 3.0129 | +| 0.0793 | 2580 | 2.9815 | +| 0.0796 | 2590 | 3.0825 | +| 0.0799 | 2600 | 2.9968 | +| 0.0802 | 2610 | 2.9743 | +| 0.0805 | 2620 | 3.0323 | +| 0.0808 | 2630 | 2.8894 | +| 0.0811 | 2640 | 2.8722 | +| 0.0815 | 2650 | 2.8505 | +| 0.0818 | 2660 | 2.8554 | +| 0.0821 | 2670 | 2.8688 | +| 0.0824 | 2680 | 2.9017 | +| 0.0827 | 2690 | 2.8716 | +| 0.0830 | 2700 | 2.8487 | +| 0.0833 | 2710 | 2.7537 | +| 0.0836 | 2720 | 2.8131 | +| 0.0839 | 2730 | 3.0049 | +| 0.0842 | 2740 | 2.8047 | +| 0.0845 | 2750 | 2.8038 | +| 0.0848 | 2760 | 2.7469 | +| 0.0851 | 2770 | 2.8409 | +| 0.0854 | 2780 | 2.6856 | +| 0.0858 | 2790 | 2.9074 | +| 0.0861 | 2800 | 2.6663 | +| 0.0864 | 2810 | 3.0395 | +| 0.0867 | 2820 | 2.7607 | +| 0.0870 | 2830 | 2.9621 | +| 0.0873 | 2840 | 2.8228 | +| 0.0876 | 2850 | 2.8299 | +| 0.0879 | 2860 | 2.8941 | +| 0.0882 | 2870 | 2.7858 | +| 0.0885 | 2880 | 2.7107 | +| 0.0888 | 2890 | 2.8469 | +| 0.0891 | 2900 | 2.8478 | +| 0.0894 | 2910 | 2.7962 | +| 0.0898 | 2920 | 2.7392 | +| 0.0901 | 2930 | 2.8462 | +| 0.0904 | 2940 | 2.8037 | +| 0.0907 | 2950 | 2.8354 | +| 0.0910 | 2960 | 2.6554 | +| 0.0913 | 2970 | 2.6939 | +| 0.0916 | 2980 | 2.7873 | +| 0.0919 | 2990 | 3.0346 | +| 0.0922 | 3000 | 2.6841 | +| 0.0925 | 3010 | 2.6591 | +| 0.0928 | 3020 | 2.9155 | +| 0.0931 | 3030 | 2.8883 | +| 0.0934 | 3040 | 2.7779 | +| 0.0937 | 3050 | 2.7690 | +| 0.0941 | 3060 | 2.8247 | +| 0.0944 | 3070 | 2.8137 | +| 0.0947 | 3080 | 2.8236 | +| 0.0950 | 3090 | 2.8906 | +| 0.0953 | 3100 | 2.7453 | +| 0.0956 | 3110 | 2.6897 | +| 0.0959 | 3120 | 2.8360 | +| 0.0962 | 3130 | 2.7572 | +| 0.0965 | 3140 | 2.6737 | +| 0.0968 | 3150 | 2.8143 | +| 0.0971 | 3160 | 2.7246 | +| 0.0974 | 3170 | 2.6418 | +| 0.0977 | 3180 | 2.5621 | +| 0.0980 | 3190 | 2.6529 | +| 0.0984 | 3200 | 2.5865 | +| 0.0987 | 3210 | 2.5362 | +| 0.0990 | 3220 | 2.7383 | +| 0.0993 | 3230 | 2.7564 | +| 0.0996 | 3240 | 2.6472 | +| 0.0999 | 3250 | 2.9679 | +| 0.1000 | 3254 | - | +| 0.1002 | 3260 | 2.9105 | +| 0.1005 | 3270 | 2.6101 | +| 0.1008 | 3280 | 2.6166 | +| 0.1011 | 3290 | 2.4868 | +| 0.1014 | 3300 | 2.5350 | +| 0.1017 | 3310 | 2.5460 | +| 0.1020 | 3320 | 2.5279 | +| 0.1024 | 3330 | 2.6435 | +| 0.1027 | 3340 | 2.6694 | +| 0.1030 | 3350 | 2.4095 | +| 0.1033 | 3360 | 2.3980 | +| 0.1036 | 3370 | 2.6403 | +| 0.1039 | 3380 | 2.5125 | +| 0.1042 | 3390 | 2.4322 | +| 0.1045 | 3400 | 2.5587 | +| 0.1048 | 3410 | 2.6057 | +| 0.1051 | 3420 | 2.6135 | +| 0.1054 | 3430 | 2.5130 | +| 0.1057 | 3440 | 2.5173 | +| 0.1060 | 3450 | 2.5020 | +| 0.1063 | 3460 | 2.5323 | +| 0.1067 | 3470 | 2.4506 | +| 0.1070 | 3480 | 2.5835 | +| 0.1073 | 3490 | 2.4284 | +| 0.1076 | 3500 | 2.4031 | +| 0.1079 | 3510 | 2.4906 | +| 0.1082 | 3520 | 2.4824 | +| 0.1085 | 3530 | 2.3749 | +| 0.1088 | 3540 | 2.3976 | +| 0.1091 | 3550 | 2.6078 | +| 0.1094 | 3560 | 2.5548 | +| 0.1097 | 3570 | 2.4280 | +| 0.1100 | 3580 | 2.5196 | +| 0.1103 | 3590 | 2.4076 | +| 0.1107 | 3600 | 2.4474 | +| 0.1110 | 3610 | 2.4703 | +| 0.1113 | 3620 | 2.5335 | +| 0.1116 | 3630 | 2.4132 | +| 0.1119 | 3640 | 2.3516 | +| 0.1122 | 3650 | 2.4518 | +| 0.1125 | 3660 | 2.4656 | +| 0.1128 | 3670 | 2.4613 | +| 0.1131 | 3680 | 2.5193 | +| 0.1134 | 3690 | 2.4945 | +| 0.1137 | 3700 | 2.3816 | +| 0.1140 | 3710 | 2.4039 | +| 0.1143 | 3720 | 2.3174 | +| 0.1146 | 3730 | 2.3025 | +| 0.1150 | 3740 | 2.4150 | +| 0.1153 | 3750 | 2.3153 | +| 0.1156 | 3760 | 2.2461 | +| 0.1159 | 3770 | 2.3687 | +| 0.1162 | 3780 | 2.5314 | +| 0.1165 | 3790 | 2.4827 | +| 0.1168 | 3800 | 2.2559 | +| 0.1171 | 3810 | 2.2972 | +| 0.1174 | 3820 | 2.3904 | +| 0.1177 | 3830 | 2.3415 | +| 0.1180 | 3840 | 2.3894 | +| 0.1183 | 3850 | 2.3024 | +| 0.1186 | 3860 | 2.5827 | +| 0.1189 | 3870 | 2.2785 | +| 0.1193 | 3880 | 2.2388 | +| 0.1196 | 3890 | 2.2204 | +| 0.1199 | 3900 | 2.3076 | +| 0.1202 | 3910 | 2.3335 | +| 0.1205 | 3920 | 2.5109 | +| 0.1208 | 3930 | 2.3469 | +| 0.1211 | 3940 | 2.2938 | +| 0.1214 | 3950 | 2.2204 | +| 0.1217 | 3960 | 2.3074 | +| 0.1220 | 3970 | 2.2978 | +| 0.1223 | 3980 | 2.3002 | +| 0.1226 | 3990 | 2.2529 | +| 0.1229 | 4000 | 2.3000 | +| 0.1233 | 4010 | 2.3100 | +| 0.1236 | 4020 | 2.4613 | +| 0.1239 | 4030 | 2.4325 | +| 0.1242 | 4040 | 2.3584 | +| 0.1245 | 4050 | 2.3731 | +| 0.1248 | 4060 | 2.2483 | +| 0.1251 | 4070 | 2.2543 | +| 0.1254 | 4080 | 2.2679 | +| 0.1257 | 4090 | 2.3712 | +| 0.1260 | 4100 | 2.4770 | +| 0.1263 | 4110 | 2.2872 | +| 0.1266 | 4120 | 2.2824 | +| 0.1269 | 4130 | 2.1914 | +| 0.1272 | 4140 | 2.1777 | +| 0.1276 | 4150 | 2.1660 | +| 0.1279 | 4160 | 2.1747 | +| 0.1282 | 4170 | 2.2434 | +| 0.1285 | 4180 | 2.3146 | +| 0.1288 | 4190 | 2.6526 | +| 0.1291 | 4200 | 2.5827 | +| 0.1294 | 4210 | 2.2273 | +| 0.1297 | 4220 | 2.1755 | +| 0.1300 | 4230 | 2.2010 | +| 0.1303 | 4240 | 2.2491 | +| 0.1306 | 4250 | 2.1556 | +| 0.1309 | 4260 | 2.1796 | +| 0.1312 | 4270 | 2.2178 | +| 0.1316 | 4280 | 2.3483 | +| 0.1319 | 4290 | 2.1323 | +| 0.1322 | 4300 | 2.1363 | +| 0.1325 | 4310 | 2.1323 | +| 0.1328 | 4320 | 2.2534 | +| 0.1331 | 4330 | 2.5891 | +| 0.1334 | 4340 | 2.3734 | +| 0.1337 | 4350 | 2.2638 | +| 0.1340 | 4360 | 2.2604 | +| 0.1343 | 4370 | 2.2269 | +| 0.1346 | 4380 | 2.1545 | +| 0.1349 | 4390 | 2.1554 | +| 0.1352 | 4400 | 2.1340 | +| 0.1355 | 4410 | 2.1850 | +| 0.1359 | 4420 | 2.1786 | +| 0.1362 | 4430 | 2.1358 | +| 0.1365 | 4440 | 2.1633 | +| 0.1368 | 4450 | 2.1785 | +| 0.1371 | 4460 | 2.2743 | +| 0.1374 | 4470 | 2.1852 | +| 0.1377 | 4480 | 2.0938 | +| 0.1380 | 4490 | 2.1797 | +| 0.1383 | 4500 | 2.0401 | +| 0.1386 | 4510 | 2.1375 | +| 0.1389 | 4520 | 2.0952 | +| 0.1392 | 4530 | 2.1226 | +| 0.1395 | 4540 | 2.1341 | +| 0.1399 | 4550 | 2.1131 | +| 0.1402 | 4560 | 2.2301 | +| 0.1405 | 4570 | 2.1105 | +| 0.1408 | 4580 | 2.1306 | +| 0.1411 | 4590 | 2.0716 | +| 0.1414 | 4600 | 2.1719 | +| 0.1417 | 4610 | 2.0819 | +| 0.1420 | 4620 | 2.1459 | +| 0.1423 | 4630 | 2.0965 | +| 0.1426 | 4640 | 2.0869 | +| 0.1429 | 4650 | 2.0925 | +| 0.1432 | 4660 | 2.2123 | +| 0.1435 | 4670 | 2.4083 | +| 0.1438 | 4680 | 2.3209 | +| 0.1442 | 4690 | 2.4014 | +| 0.1445 | 4700 | 2.2562 | +| 0.1448 | 4710 | 2.4042 | +| 0.1451 | 4720 | 2.2773 | +| 0.1454 | 4730 | 2.3692 | +| 0.1457 | 4740 | 2.2428 | +| 0.1460 | 4750 | 2.2620 | +| 0.1463 | 4760 | 2.2140 | +| 0.1466 | 4770 | 2.2241 | +| 0.1469 | 4780 | 2.2628 | +| 0.1472 | 4790 | 2.1953 | +| 0.1475 | 4800 | 2.3664 | +| 0.1478 | 4810 | 2.3380 | +| 0.1481 | 4820 | 2.0808 | +| 0.1485 | 4830 | 2.1121 | +| 0.1488 | 4840 | 2.0657 | +| 0.1491 | 4850 | 2.1181 | +| 0.1494 | 4860 | 2.1472 | +| 0.1497 | 4870 | 2.1572 | +| 0.1500 | 4880 | 2.0884 | +| 0.1500 | 4881 | - | +| 0.1503 | 4890 | 2.0645 | +| 0.1506 | 4900 | 1.9963 | +| 0.1509 | 4910 | 2.0353 | +| 0.1512 | 4920 | 2.0383 | +| 0.1515 | 4930 | 2.0931 | +| 0.1518 | 4940 | 2.1167 | +| 0.1521 | 4950 | 2.0509 | +| 0.1525 | 4960 | 2.0197 | +| 0.1528 | 4970 | 2.0194 | +| 0.1531 | 4980 | 2.0649 | +| 0.1534 | 4990 | 2.1503 | +| 0.1537 | 5000 | 2.1027 | +| 0.1540 | 5010 | 2.0178 | +| 0.1543 | 5020 | 1.9728 | +| 0.1546 | 5030 | 1.9041 | +| 0.1549 | 5040 | 2.0483 | +| 0.1552 | 5050 | 2.0992 | +| 0.1555 | 5060 | 2.0259 | +| 0.1558 | 5070 | 1.9583 | +| 0.1561 | 5080 | 1.9560 | +| 0.1564 | 5090 | 2.0069 | +| 0.1568 | 5100 | 1.9959 | +| 0.1571 | 5110 | 2.0990 | +| 0.1574 | 5120 | 2.1255 | +| 0.1577 | 5130 | 2.0653 | +| 0.1580 | 5140 | 1.9742 | +| 0.1583 | 5150 | 1.9892 | +| 0.1586 | 5160 | 1.9490 | +| 0.1589 | 5170 | 1.9794 | +| 0.1592 | 5180 | 1.9759 | +| 0.1595 | 5190 | 1.9643 | +| 0.1598 | 5200 | 1.9344 | +| 0.1601 | 5210 | 2.0179 | +| 0.1604 | 5220 | 1.9224 | +| 0.1608 | 5230 | 2.0600 | +| 0.1611 | 5240 | 2.1470 | +| 0.1614 | 5250 | 2.0640 | +| 0.1617 | 5260 | 1.9943 | +| 0.1620 | 5270 | 2.0688 | +| 0.1623 | 5280 | 2.0061 | +| 0.1626 | 5290 | 1.9756 | +| 0.1629 | 5300 | 1.9263 | +| 0.1632 | 5310 | 1.9952 | +| 0.1635 | 5320 | 2.0476 | +| 0.1638 | 5330 | 1.9526 | +| 0.1641 | 5340 | 1.9965 | +| 0.1644 | 5350 | 1.9256 | +| 0.1647 | 5360 | 2.0278 | +| 0.1651 | 5370 | 2.0019 | +| 0.1654 | 5380 | 1.9754 | +| 0.1657 | 5390 | 2.0041 | +| 0.1660 | 5400 | 1.9960 | +| 0.1663 | 5410 | 1.9253 | +| 0.1666 | 5420 | 2.0348 | +| 0.1669 | 5430 | 2.0387 | +| 0.1672 | 5440 | 2.0204 | +| 0.1675 | 5450 | 2.0096 | +| 0.1678 | 5460 | 2.0275 | +| 0.1681 | 5470 | 1.9586 | +| 0.1684 | 5480 | 1.9171 | +| 0.1687 | 5490 | 1.8914 | +| 0.1691 | 5500 | 1.9524 | +| 0.1694 | 5510 | 1.9647 | +| 0.1697 | 5520 | 2.0209 | +| 0.1700 | 5530 | 2.0709 | +| 0.1703 | 5540 | 2.2215 | +| 0.1706 | 5550 | 2.0141 | +| 0.1709 | 5560 | 1.9402 | +| 0.1712 | 5570 | 2.0030 | +| 0.1715 | 5580 | 1.9420 | +| 0.1718 | 5590 | 1.9025 | +| 0.1721 | 5600 | 1.9801 | +| 0.1724 | 5610 | 1.9426 | +| 0.1727 | 5620 | 1.9814 | +| 0.1730 | 5630 | 1.9462 | +| 0.1734 | 5640 | 2.0521 | +| 0.1737 | 5650 | 1.9485 | +| 0.1740 | 5660 | 1.9740 | +| 0.1743 | 5670 | 2.0034 | +| 0.1746 | 5680 | 2.0547 | +| 0.1749 | 5690 | 1.9122 | +| 0.1752 | 5700 | 1.9835 | +| 0.1755 | 5710 | 1.9963 | +| 0.1758 | 5720 | 1.9383 | +| 0.1761 | 5730 | 1.8790 | +| 0.1764 | 5740 | 1.8751 | +| 0.1767 | 5750 | 1.9563 | +| 0.1770 | 5760 | 1.9024 | +| 0.1773 | 5770 | 1.9495 | +| 0.1777 | 5780 | 1.9798 | +| 0.1780 | 5790 | 1.9012 | +| 0.1783 | 5800 | 1.9656 | +| 0.1786 | 5810 | 1.9213 | +| 0.1789 | 5820 | 1.9057 | +| 0.1792 | 5830 | 1.9109 | +| 0.1795 | 5840 | 1.8214 | +| 0.1798 | 5850 | 1.9206 | +| 0.1801 | 5860 | 1.9332 | +| 0.1804 | 5870 | 1.9260 | +| 0.1807 | 5880 | 1.8769 | +| 0.1810 | 5890 | 1.9544 | +| 0.1813 | 5900 | 1.9648 | +| 0.1817 | 5910 | 1.9215 | +| 0.1820 | 5920 | 1.8627 | +| 0.1823 | 5930 | 1.8802 | +| 0.1826 | 5940 | 1.8798 | +| 0.1829 | 5950 | 2.0465 | +| 0.1832 | 5960 | 1.8378 | +| 0.1835 | 5970 | 1.9766 | +| 0.1838 | 5980 | 1.9950 | +| 0.1841 | 5990 | 1.9169 | +| 0.1844 | 6000 | 1.8524 | +| 0.1847 | 6010 | 1.7859 | +| 0.1850 | 6020 | 1.9199 | +| 0.1853 | 6030 | 1.8698 | +| 0.1856 | 6040 | 1.8635 | +| 0.1860 | 6050 | 1.9297 | +| 0.1863 | 6060 | 1.8856 | +| 0.1866 | 6070 | 1.8891 | +| 0.1869 | 6080 | 1.8232 | +| 0.1872 | 6090 | 2.0191 | +| 0.1875 | 6100 | 2.0201 | +| 0.1878 | 6110 | 2.0281 | +| 0.1881 | 6120 | 2.0303 | +| 0.1884 | 6130 | 2.0687 | +| 0.1887 | 6140 | 1.9765 | +| 0.1890 | 6150 | 2.0694 | +| 0.1893 | 6160 | 1.9660 | +| 0.1896 | 6170 | 1.7909 | +| 0.1900 | 6180 | 1.8820 | +| 0.1903 | 6190 | 1.8107 | +| 0.1906 | 6200 | 1.8538 | +| 0.1909 | 6210 | 1.9011 | +| 0.1912 | 6220 | 1.8012 | +| 0.1915 | 6230 | 1.8151 | +| 0.1918 | 6240 | 1.8572 | +| 0.1921 | 6250 | 1.8821 | +| 0.1924 | 6260 | 1.8689 | +| 0.1927 | 6270 | 1.8763 | +| 0.1930 | 6280 | 1.8806 | +| 0.1933 | 6290 | 1.8442 | +| 0.1936 | 6300 | 1.9266 | +| 0.1939 | 6310 | 1.8570 | +| 0.1943 | 6320 | 1.8498 | +| 0.1946 | 6330 | 1.8162 | +| 0.1949 | 6340 | 1.8246 | +| 0.1952 | 6350 | 1.8817 | +| 0.1955 | 6360 | 1.8501 | +| 0.1958 | 6370 | 1.9083 | +| 0.1961 | 6380 | 1.8024 | +| 0.1964 | 6390 | 1.8837 | +| 0.1967 | 6400 | 1.8790 | +| 0.1970 | 6410 | 1.9659 | +| 0.1973 | 6420 | 1.9357 | +| 0.1976 | 6430 | 1.9934 | +| 0.1979 | 6440 | 1.8207 | +| 0.1982 | 6450 | 1.8168 | +| 0.1986 | 6460 | 1.9518 | +| 0.1989 | 6470 | 1.8384 | +| 0.1992 | 6480 | 1.9444 | +| 0.1995 | 6490 | 2.0618 | +| 0.1998 | 6500 | 1.8967 | +| 0.2000 | 6508 | - | +| 0.2001 | 6510 | 1.9591 | +| 0.2004 | 6520 | 1.9874 | +| 0.2007 | 6530 | 1.8681 | +| 0.2010 | 6540 | 1.8118 | +| 0.2013 | 6550 | 1.8287 | +| 0.2016 | 6560 | 1.7878 | +| 0.2019 | 6570 | 1.7849 | +| 0.2022 | 6580 | 1.7726 | +| 0.2026 | 6590 | 1.8349 | +| 0.2029 | 6600 | 1.7870 | +| 0.2032 | 6610 | 1.8750 | +| 0.2035 | 6620 | 1.7979 | +| 0.2038 | 6630 | 1.8572 | +| 0.2041 | 6640 | 1.8970 | +| 0.2044 | 6650 | 1.8666 | +| 0.2047 | 6660 | 1.7992 | +| 0.2050 | 6670 | 1.8483 | +| 0.2053 | 6680 | 1.8005 | +| 0.2056 | 6690 | 1.7829 | +| 0.2059 | 6700 | 1.8775 | +| 0.2062 | 6710 | 1.9203 | +| 0.2065 | 6720 | 1.8370 | +| 0.2069 | 6730 | 1.8362 | +| 0.2072 | 6740 | 1.8332 | +| 0.2075 | 6750 | 1.7743 | +| 0.2078 | 6760 | 1.8566 | +| 0.2081 | 6770 | 1.8488 | +| 0.2084 | 6780 | 1.7478 | +| 0.2087 | 6790 | 1.7979 | +| 0.2090 | 6800 | 1.8533 | +| 0.2093 | 6810 | 1.8211 | +| 0.2096 | 6820 | 1.7919 | +| 0.2099 | 6830 | 1.8482 | +| 0.2102 | 6840 | 1.8163 | +| 0.2105 | 6850 | 1.7842 | +| 0.2109 | 6860 | 1.7929 | +| 0.2112 | 6870 | 1.8631 | +| 0.2115 | 6880 | 1.8449 | +| 0.2118 | 6890 | 1.7706 | +| 0.2121 | 6900 | 1.7947 | +| 0.2124 | 6910 | 1.8068 | +| 0.2127 | 6920 | 1.7993 | +| 0.2130 | 6930 | 1.8197 | +| 0.2133 | 6940 | 1.7921 | +| 0.2136 | 6950 | 1.7754 | +| 0.2139 | 6960 | 1.8187 | +| 0.2142 | 6970 | 1.7791 | +| 0.2145 | 6980 | 1.8170 | +| 0.2148 | 6990 | 1.8256 | +| 0.2152 | 7000 | 1.7826 | +| 0.2155 | 7010 | 1.8965 | +| 0.2158 | 7020 | 1.8802 | +| 0.2161 | 7030 | 1.7605 | +| 0.2164 | 7040 | 1.7512 | +| 0.2167 | 7050 | 1.8030 | +| 0.2170 | 7060 | 1.8105 | +| 0.2173 | 7070 | 1.7735 | +| 0.2176 | 7080 | 1.7499 | +| 0.2179 | 7090 | 1.8812 | +| 0.2182 | 7100 | 1.7373 | +| 0.2185 | 7110 | 1.7449 | +| 0.2188 | 7120 | 1.7649 | +| 0.2192 | 7130 | 1.8190 | +| 0.2195 | 7140 | 1.7702 | +| 0.2198 | 7150 | 1.8573 | +| 0.2201 | 7160 | 1.7618 | +| 0.2204 | 7170 | 1.8650 | +| 0.2207 | 7180 | 1.8029 | +| 0.2210 | 7190 | 1.7795 | +| 0.2213 | 7200 | 1.7653 | +| 0.2216 | 7210 | 1.8154 | +| 0.2219 | 7220 | 1.8164 | +| 0.2222 | 7230 | 1.7789 | +| 0.2225 | 7240 | 1.7852 | +| 0.2228 | 7250 | 1.8511 | +| 0.2231 | 7260 | 1.8091 | +| 0.2235 | 7270 | 1.7139 | +| 0.2238 | 7280 | 1.7312 | +| 0.2241 | 7290 | 1.7955 | +| 0.2244 | 7300 | 1.8400 | +| 0.2247 | 7310 | 1.7943 | +| 0.2250 | 7320 | 1.7559 | +| 0.2253 | 7330 | 1.8253 | +| 0.2256 | 7340 | 1.7227 | +| 0.2259 | 7350 | 1.7510 | +| 0.2262 | 7360 | 1.7994 | +| 0.2265 | 7370 | 1.8453 | +| 0.2268 | 7380 | 1.7601 | +| 0.2271 | 7390 | 1.7271 | +| 0.2274 | 7400 | 1.8614 | +| 0.2278 | 7410 | 1.7497 | +| 0.2281 | 7420 | 1.8016 | +| 0.2284 | 7430 | 1.7283 | +| 0.2287 | 7440 | 1.8392 | +| 0.2290 | 7450 | 1.7389 | +| 0.2293 | 7460 | 1.7697 | +| 0.2296 | 7470 | 1.7966 | +| 0.2299 | 7480 | 1.7420 | +| 0.2302 | 7490 | 1.8468 | +| 0.2305 | 7500 | 1.7220 | +| 0.2308 | 7510 | 1.7257 | +| 0.2311 | 7520 | 1.7141 | +| 0.2314 | 7530 | 1.7967 | +| 0.2318 | 7540 | 1.7228 | +| 0.2321 | 7550 | 1.7040 | +| 0.2324 | 7560 | 1.7653 | +| 0.2327 | 7570 | 1.7368 | +| 0.2330 | 7580 | 1.7606 | +| 0.2333 | 7590 | 1.8235 | +| 0.2336 | 7600 | 1.7735 | +| 0.2339 | 7610 | 1.8400 | +| 0.2342 | 7620 | 1.6810 | +| 0.2345 | 7630 | 1.7605 | +| 0.2348 | 7640 | 1.8933 | +| 0.2351 | 7650 | 1.7549 | +| 0.2354 | 7660 | 1.7987 | +| 0.2357 | 7670 | 1.7486 | +| 0.2361 | 7680 | 1.8005 | +| 0.2364 | 7690 | 1.7337 | +| 0.2367 | 7700 | 1.6802 | +| 0.2370 | 7710 | 1.7521 | +| 0.2373 | 7720 | 1.7224 | +| 0.2376 | 7730 | 1.7554 | +| 0.2379 | 7740 | 1.7008 | +| 0.2382 | 7750 | 1.7364 | +| 0.2385 | 7760 | 1.7635 | +| 0.2388 | 7770 | 1.8583 | +| 0.2391 | 7780 | 1.6887 | +| 0.2394 | 7790 | 1.7434 | +| 0.2397 | 7800 | 1.7816 | +| 0.2401 | 7810 | 1.7234 | +| 0.2404 | 7820 | 1.7515 | +| 0.2407 | 7830 | 1.7276 | +| 0.2410 | 7840 | 1.7761 | +| 0.2413 | 7850 | 1.8141 | +| 0.2416 | 7860 | 1.6832 | +| 0.2419 | 7870 | 1.7613 | +| 0.2422 | 7880 | 1.7286 | +| 0.2425 | 7890 | 1.6655 | +| 0.2428 | 7900 | 1.7458 | +| 0.2431 | 7910 | 1.7647 | +| 0.2434 | 7920 | 1.7864 | +| 0.2437 | 7930 | 1.7709 | +| 0.2440 | 7940 | 1.6728 | +| 0.2444 | 7950 | 1.6959 | +| 0.2447 | 7960 | 1.6813 | +| 0.2450 | 7970 | 1.7715 | +| 0.2453 | 7980 | 1.8100 | +| 0.2456 | 7990 | 1.7421 | +| 0.2459 | 8000 | 1.7515 | +| 0.2462 | 8010 | 1.7097 | +| 0.2465 | 8020 | 1.6950 | +| 0.2468 | 8030 | 1.7890 | +| 0.2471 | 8040 | 1.7703 | +| 0.2474 | 8050 | 1.7581 | +| 0.2477 | 8060 | 1.7569 | +| 0.2480 | 8070 | 1.8146 | +| 0.2484 | 8080 | 1.7530 | +| 0.2487 | 8090 | 1.7297 | +| 0.2490 | 8100 | 1.6980 | +| 0.2493 | 8110 | 1.6932 | +| 0.2496 | 8120 | 1.6713 | +| 0.2499 | 8130 | 1.7388 | +| 0.2500 | 8135 | - | +| 0.2502 | 8140 | 1.6860 | +| 0.2505 | 8150 | 1.6944 | +| 0.2508 | 8160 | 1.6638 | +| 0.2511 | 8170 | 1.8002 | +| 0.2514 | 8180 | 1.6287 | +| 0.2517 | 8190 | 1.7113 | +| 0.2520 | 8200 | 1.7285 | +| 0.2523 | 8210 | 1.7396 | +| 0.2527 | 8220 | 1.8022 | +| 0.2530 | 8230 | 1.7270 | +| 0.2533 | 8240 | 1.7452 | +| 0.2536 | 8250 | 1.7096 | +| 0.2539 | 8260 | 1.7744 | +| 0.2542 | 8270 | 1.7197 | +| 0.2545 | 8280 | 1.6826 | +| 0.2548 | 8290 | 1.7152 | +| 0.2551 | 8300 | 1.7043 | +| 0.2554 | 8310 | 1.7477 | +| 0.2557 | 8320 | 1.7490 | +| 0.2560 | 8330 | 1.6802 | +| 0.2563 | 8340 | 1.6664 | +| 0.2566 | 8350 | 1.7327 | +| 0.2570 | 8360 | 1.7168 | +| 0.2573 | 8370 | 1.6966 | +| 0.2576 | 8380 | 1.7272 | +| 0.2579 | 8390 | 1.6706 | +| 0.2582 | 8400 | 1.6629 | +| 0.2585 | 8410 | 1.6845 | +| 0.2588 | 8420 | 1.6933 | +| 0.2591 | 8430 | 1.7047 | +| 0.2594 | 8440 | 1.7561 | +| 0.2597 | 8450 | 1.7009 | +| 0.2600 | 8460 | 1.7142 | +| 0.2603 | 8470 | 1.8559 | +| 0.2606 | 8480 | 1.7287 | +| 0.2610 | 8490 | 1.6682 | +| 0.2613 | 8500 | 1.7156 | +| 0.2616 | 8510 | 1.6436 | +| 0.2619 | 8520 | 1.7099 | +| 0.2622 | 8530 | 1.6715 | +| 0.2625 | 8540 | 1.6490 | +| 0.2628 | 8550 | 1.7199 | +| 0.2631 | 8560 | 1.6584 | +| 0.2634 | 8570 | 1.7029 | +| 0.2637 | 8580 | 1.6934 | +| 0.2640 | 8590 | 1.7573 | +| 0.2643 | 8600 | 1.6720 | +| 0.2646 | 8610 | 1.7577 | +| 0.2649 | 8620 | 1.6789 | +| 0.2653 | 8630 | 1.7106 | +| 0.2656 | 8640 | 1.7105 | +| 0.2659 | 8650 | 1.7198 | +| 0.2662 | 8660 | 1.7211 | +| 0.2665 | 8670 | 1.7109 | +| 0.2668 | 8680 | 1.6736 | +| 0.2671 | 8690 | 1.7285 | +| 0.2674 | 8700 | 1.7003 | +| 0.2677 | 8710 | 1.6880 | +| 0.2680 | 8720 | 1.6953 | +| 0.2683 | 8730 | 1.7802 | +| 0.2686 | 8740 | 1.6552 | +| 0.2689 | 8750 | 1.6486 | +| 0.2693 | 8760 | 1.7322 | +| 0.2696 | 8770 | 1.6483 | +| 0.2699 | 8780 | 1.6441 | +| 0.2702 | 8790 | 1.7067 | +| 0.2705 | 8800 | 1.6834 | +| 0.2708 | 8810 | 1.6293 | +| 0.2711 | 8820 | 1.5873 | +| 0.2714 | 8830 | 1.6613 | +| 0.2717 | 8840 | 1.7616 | +| 0.2720 | 8850 | 1.7136 | +| 0.2723 | 8860 | 1.6132 | +| 0.2726 | 8870 | 1.6653 | +| 0.2729 | 8880 | 1.7250 | +| 0.2732 | 8890 | 1.6983 | +| 0.2736 | 8900 | 1.6480 | +| 0.2739 | 8910 | 1.6225 | +| 0.2742 | 8920 | 1.6872 | +| 0.2745 | 8930 | 1.7313 | +| 0.2748 | 8940 | 1.6674 | +| 0.2751 | 8950 | 1.6833 | +| 0.2754 | 8960 | 1.7451 | +| 0.2757 | 8970 | 1.6700 | +| 0.2760 | 8980 | 1.7774 | +| 0.2763 | 8990 | 1.6242 | +| 0.2766 | 9000 | 1.6828 | +| 0.2769 | 9010 | 1.7101 | +| 0.2772 | 9020 | 1.6400 | +| 0.2775 | 9030 | 1.7621 | +| 0.2779 | 9040 | 1.6279 | +| 0.2782 | 9050 | 1.6834 | +| 0.2785 | 9060 | 1.6299 | +| 0.2788 | 9070 | 1.6284 | +| 0.2791 | 9080 | 1.6438 | +| 0.2794 | 9090 | 1.6793 | +| 0.2797 | 9100 | 1.6921 | +| 0.2800 | 9110 | 1.6450 | +| 0.2803 | 9120 | 1.6771 | +| 0.2806 | 9130 | 1.6799 | +| 0.2809 | 9140 | 1.7059 | +| 0.2812 | 9150 | 1.6330 | +| 0.2815 | 9160 | 1.7221 | +| 0.2819 | 9170 | 1.7094 | +| 0.2822 | 9180 | 1.6866 | +| 0.2825 | 9190 | 1.6781 | +| 0.2828 | 9200 | 1.7034 | +| 0.2831 | 9210 | 1.6557 | +| 0.2834 | 9220 | 1.6415 | +| 0.2837 | 9230 | 1.6728 | +| 0.2840 | 9240 | 1.6160 | +| 0.2843 | 9250 | 1.6578 | +| 0.2846 | 9260 | 1.6795 | +| 0.2849 | 9270 | 1.7476 | +| 0.2852 | 9280 | 1.5888 | +| 0.2855 | 9290 | 1.6245 | +| 0.2858 | 9300 | 1.6848 | +| 0.2862 | 9310 | 1.6343 | +| 0.2865 | 9320 | 1.6196 | +| 0.2868 | 9330 | 1.6403 | +| 0.2871 | 9340 | 1.6720 | +| 0.2874 | 9350 | 1.6688 | +| 0.2877 | 9360 | 1.6660 | +| 0.2880 | 9370 | 1.6924 | +| 0.2883 | 9380 | 1.6380 | +| 0.2886 | 9390 | 1.6960 | +| 0.2889 | 9400 | 1.7450 | +| 0.2892 | 9410 | 1.5884 | +| 0.2895 | 9420 | 1.6442 | +| 0.2898 | 9430 | 1.6937 | +| 0.2902 | 9440 | 1.6062 | +| 0.2905 | 9450 | 1.6824 | +| 0.2908 | 9460 | 1.6858 | +| 0.2911 | 9470 | 1.6024 | +| 0.2914 | 9480 | 1.6034 | +| 0.2917 | 9490 | 1.7153 | +| 0.2920 | 9500 | 1.6050 | +| 0.2923 | 9510 | 1.5680 | +| 0.2926 | 9520 | 1.6763 | +| 0.2929 | 9530 | 1.5945 | +| 0.2932 | 9540 | 1.6593 | +| 0.2935 | 9550 | 1.7091 | +| 0.2938 | 9560 | 1.7158 | +| 0.2941 | 9570 | 1.6484 | +| 0.2945 | 9580 | 1.6878 | +| 0.2948 | 9590 | 1.6486 | +| 0.2951 | 9600 | 1.6007 | +| 0.2954 | 9610 | 1.6525 | +| 0.2957 | 9620 | 1.7048 | +| 0.2960 | 9630 | 1.6349 | +| 0.2963 | 9640 | 1.6766 | +| 0.2966 | 9650 | 1.5868 | +| 0.2969 | 9660 | 1.6495 | +| 0.2972 | 9670 | 1.6899 | +| 0.2975 | 9680 | 1.6485 | +| 0.2978 | 9690 | 1.6187 | +| 0.2981 | 9700 | 1.6173 | +| 0.2985 | 9710 | 1.5991 | +| 0.2988 | 9720 | 1.6495 | +| 0.2991 | 9730 | 1.6501 | +| 0.2994 | 9740 | 1.7093 | +| 0.2997 | 9750 | 1.6419 | +| 0.3000 | 9760 | 1.5977 | +| 0.3000 | 9762 | - | +| 0.3003 | 9770 | 1.5650 | +| 0.3006 | 9780 | 1.6486 | +| 0.3009 | 9790 | 1.6062 | +| 0.3012 | 9800 | 1.6571 | +| 0.3015 | 9810 | 1.6317 | +| 0.3018 | 9820 | 1.6084 | +| 0.3021 | 9830 | 1.6330 | +| 0.3024 | 9840 | 1.6032 | +| 0.3028 | 9850 | 1.6707 | +| 0.3031 | 9860 | 1.5552 | +| 0.3034 | 9870 | 1.6702 | +| 0.3037 | 9880 | 1.6575 | +| 0.3040 | 9890 | 1.5752 | +| 0.3043 | 9900 | 1.5905 | +| 0.3046 | 9910 | 1.6428 | +| 0.3049 | 9920 | 1.6470 | +| 0.3052 | 9930 | 1.6329 | +| 0.3055 | 9940 | 1.6485 | 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1.5842 | +| 0.3166 | 10300 | 1.6152 | +| 0.3169 | 10310 | 1.6169 | +| 0.3172 | 10320 | 1.5900 | +| 0.3175 | 10330 | 1.6763 | +| 0.3178 | 10340 | 1.6003 | +| 0.3181 | 10350 | 1.6056 | +| 0.3184 | 10360 | 1.6629 | +| 0.3187 | 10370 | 1.6928 | +| 0.3190 | 10380 | 1.6626 | +| 0.3194 | 10390 | 1.6073 | +| 0.3197 | 10400 | 1.6109 | +| 0.3200 | 10410 | 1.5700 | +| 0.3203 | 10420 | 1.7168 | +| 0.3206 | 10430 | 1.5795 | +| 0.3209 | 10440 | 1.6427 | +| 0.3212 | 10450 | 1.6405 | +| 0.3215 | 10460 | 1.6615 | +| 0.3218 | 10470 | 1.5743 | +| 0.3221 | 10480 | 1.5540 | +| 0.3224 | 10490 | 1.6612 | +| 0.3227 | 10500 | 1.5876 | +| 0.3230 | 10510 | 1.6579 | +| 0.3233 | 10520 | 1.6156 | +| 0.3237 | 10530 | 1.6100 | +| 0.3240 | 10540 | 1.6331 | +| 0.3243 | 10550 | 1.5359 | +| 0.3246 | 10560 | 1.6199 | +| 0.3249 | 10570 | 1.6147 | +| 0.3252 | 10580 | 1.5891 | +| 0.3255 | 10590 | 1.5704 | +| 0.3258 | 10600 | 1.6473 | +| 0.3261 | 10610 | 1.6265 | +| 0.3264 | 10620 | 1.6257 | +| 0.3267 | 10630 | 1.5743 | +| 0.3270 | 10640 | 1.6460 | +| 0.3273 | 10650 | 1.6820 | +| 0.3277 | 10660 | 1.7195 | +| 0.3280 | 10670 | 1.7044 | +| 0.3283 | 10680 | 1.5793 | +| 0.3286 | 10690 | 1.5477 | +| 0.3289 | 10700 | 1.6002 | +| 0.3292 | 10710 | 1.5724 | +| 0.3295 | 10720 | 1.6537 | +| 0.3298 | 10730 | 1.5639 | +| 0.3301 | 10740 | 1.6162 | +| 0.3304 | 10750 | 1.6505 | +| 0.3307 | 10760 | 1.5876 | +| 0.3310 | 10770 | 1.5917 | +| 0.3313 | 10780 | 1.5890 | +| 0.3316 | 10790 | 1.5642 | +| 0.3320 | 10800 | 1.5855 | +| 0.3323 | 10810 | 1.6432 | +| 0.3326 | 10820 | 1.6289 | +| 0.3329 | 10830 | 1.6228 | +| 0.3332 | 10840 | 1.6029 | +| 0.3335 | 10850 | 1.6366 | +| 0.3338 | 10860 | 1.5490 | +| 0.3341 | 10870 | 1.5895 | +| 0.3344 | 10880 | 1.5785 | +| 0.3347 | 10890 | 1.5755 | +| 0.3350 | 10900 | 1.5907 | +| 0.3353 | 10910 | 1.5994 | +| 0.3356 | 10920 | 1.6633 | +| 0.3359 | 10930 | 1.6885 | +| 0.3363 | 10940 | 1.6077 | +| 0.3366 | 10950 | 1.6005 | +| 0.3369 | 10960 | 1.5780 | +| 0.3372 | 10970 | 1.6578 | +| 0.3375 | 10980 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0.3482 | 11330 | 1.7143 | +| 0.3486 | 11340 | 1.5395 | +| 0.3489 | 11350 | 1.5435 | +| 0.3492 | 11360 | 1.5606 | +| 0.3495 | 11370 | 1.6524 | +| 0.3498 | 11380 | 1.5496 | +| 0.3501 | 11389 | - | +| 0.3501 | 11390 | 1.5727 | +| 0.3504 | 11400 | 1.6526 | +| 0.3507 | 11410 | 1.6073 | +| 0.3510 | 11420 | 1.5729 | +| 0.3513 | 11430 | 1.5230 | +| 0.3516 | 11440 | 1.5983 | +| 0.3519 | 11450 | 1.6450 | +| 0.3522 | 11460 | 1.5945 | +| 0.3525 | 11470 | 1.5210 | +| 0.3529 | 11480 | 1.6619 | +| 0.3532 | 11490 | 1.5899 | +| 0.3535 | 11500 | 1.6008 | +| 0.3538 | 11510 | 1.6031 | +| 0.3541 | 11520 | 1.6081 | +| 0.3544 | 11530 | 1.5940 | +| 0.3547 | 11540 | 1.6250 | +| 0.3550 | 11550 | 1.5581 | +| 0.3553 | 11560 | 1.7116 | +| 0.3556 | 11570 | 1.5565 | +| 0.3559 | 11580 | 1.5725 | +| 0.3562 | 11590 | 1.5716 | +| 0.3565 | 11600 | 1.6022 | +| 0.3568 | 11610 | 1.5456 | +| 0.3572 | 11620 | 1.6050 | +| 0.3575 | 11630 | 1.5778 | +| 0.3578 | 11640 | 1.6112 | +| 0.3581 | 11650 | 1.5451 | +| 0.3584 | 11660 | 1.5707 | +| 0.3587 | 11670 | 1.5182 | +| 0.3590 | 11680 | 1.6120 | +| 0.3593 | 11690 | 1.5896 | +| 0.3596 | 11700 | 1.5753 | +| 0.3599 | 11710 | 1.6213 | +| 0.3602 | 11720 | 1.5066 | +| 0.3605 | 11730 | 1.5585 | +| 0.3608 | 11740 | 1.5373 | +| 0.3612 | 11750 | 1.6195 | +| 0.3615 | 11760 | 1.6230 | +| 0.3618 | 11770 | 1.5516 | +| 0.3621 | 11780 | 1.5869 | +| 0.3624 | 11790 | 1.5906 | +| 0.3627 | 11800 | 1.6186 | +| 0.3630 | 11810 | 1.5584 | +| 0.3633 | 11820 | 1.5251 | +| 0.3636 | 11830 | 1.5642 | +| 0.3639 | 11840 | 1.5693 | +| 0.3642 | 11850 | 1.5792 | +| 0.3645 | 11860 | 1.5821 | +| 0.3648 | 11870 | 1.6196 | +| 0.3651 | 11880 | 1.5725 | +| 0.3655 | 11890 | 1.6067 | +| 0.3658 | 11900 | 1.5725 | +| 0.3661 | 11910 | 1.5128 | +| 0.3664 | 11920 | 1.5314 | +| 0.3667 | 11930 | 1.5655 | +| 0.3670 | 11940 | 1.5940 | +| 0.3673 | 11950 | 1.5733 | +| 0.3676 | 11960 | 1.5925 | +| 0.3679 | 11970 | 1.6046 | +| 0.3682 | 11980 | 1.5241 | +| 0.3685 | 11990 | 1.5178 | +| 0.3688 | 12000 | 1.6007 | +| 0.3691 | 12010 | 1.5977 | +| 0.3695 | 12020 | 1.5913 | +| 0.3698 | 12030 | 1.6006 | +| 0.3701 | 12040 | 1.5860 | +| 0.3704 | 12050 | 1.5080 | +| 0.3707 | 12060 | 1.5736 | +| 0.3710 | 12070 | 1.5679 | +| 0.3713 | 12080 | 1.5534 | +| 0.3716 | 12090 | 1.5730 | +| 0.3719 | 12100 | 1.6346 | +| 0.3722 | 12110 | 1.6113 | +| 0.3725 | 12120 | 1.6012 | +| 0.3728 | 12130 | 1.6332 | +| 0.3731 | 12140 | 1.5458 | +| 0.3734 | 12150 | 1.6219 | +| 0.3738 | 12160 | 1.4952 | +| 0.3741 | 12170 | 1.5435 | +| 0.3744 | 12180 | 1.5610 | +| 0.3747 | 12190 | 1.5324 | +| 0.3750 | 12200 | 1.5648 | +| 0.3753 | 12210 | 1.5864 | +| 0.3756 | 12220 | 1.6138 | +| 0.3759 | 12230 | 1.6204 | +| 0.3762 | 12240 | 1.5376 | +| 0.3765 | 12250 | 1.4869 | +| 0.3768 | 12260 | 1.5644 | +| 0.3771 | 12270 | 1.5311 | +| 0.3774 | 12280 | 1.5501 | +| 0.3778 | 12290 | 1.6073 | +| 0.3781 | 12300 | 1.4982 | +| 0.3784 | 12310 | 1.5469 | +| 0.3787 | 12320 | 1.5813 | +| 0.3790 | 12330 | 1.5844 | +| 0.3793 | 12340 | 1.5525 | +| 0.3796 | 12350 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0.3904 | 12700 | 1.5463 | +| 0.3907 | 12710 | 1.6007 | +| 0.3910 | 12720 | 1.5670 | +| 0.3913 | 12730 | 1.6034 | +| 0.3916 | 12740 | 1.5651 | +| 0.3919 | 12750 | 1.5231 | +| 0.3922 | 12760 | 1.5343 | +| 0.3925 | 12770 | 1.6173 | +| 0.3928 | 12780 | 1.6151 | +| 0.3931 | 12790 | 1.5654 | +| 0.3934 | 12800 | 1.5753 | +| 0.3937 | 12810 | 1.5577 | +| 0.3940 | 12820 | 1.5184 | +| 0.3943 | 12830 | 1.5440 | +| 0.3947 | 12840 | 1.5641 | +| 0.3950 | 12850 | 1.5216 | +| 0.3953 | 12860 | 1.5946 | +| 0.3956 | 12870 | 1.5655 | +| 0.3959 | 12880 | 1.4855 | +| 0.3962 | 12890 | 1.5698 | +| 0.3965 | 12900 | 1.5840 | +| 0.3968 | 12910 | 1.5864 | +| 0.3971 | 12920 | 1.5746 | +| 0.3974 | 12930 | 1.5259 | +| 0.3977 | 12940 | 1.5440 | +| 0.3980 | 12950 | 1.5175 | +| 0.3983 | 12960 | 1.5495 | +| 0.3987 | 12970 | 1.5405 | +| 0.3990 | 12980 | 1.4667 | +| 0.3993 | 12990 | 1.5516 | +| 0.3996 | 13000 | 1.5257 | +| 0.3999 | 13010 | 1.5750 | +| 0.4001 | 13016 | - | +| 0.4002 | 13020 | 1.5677 | +| 0.4005 | 13030 | 1.5395 | +| 0.4008 | 13040 | 1.5186 | +| 0.4011 | 13050 | 1.5548 | +| 0.4014 | 13060 | 1.5680 | +| 0.4017 | 13070 | 1.4820 | +| 0.4020 | 13080 | 1.5264 | +| 0.4023 | 13090 | 1.5782 | +| 0.4026 | 13100 | 1.5728 | +| 0.4030 | 13110 | 1.6247 | +| 0.4033 | 13120 | 1.4912 | +| 0.4036 | 13130 | 1.5609 | +| 0.4039 | 13140 | 1.5805 | +| 0.4042 | 13150 | 1.5386 | +| 0.4045 | 13160 | 1.5310 | +| 0.4048 | 13170 | 1.5616 | +| 0.4051 | 13180 | 1.5014 | +| 0.4054 | 13190 | 1.5314 | +| 0.4057 | 13200 | 1.5948 | +| 0.4060 | 13210 | 1.5364 | +| 0.4063 | 13220 | 1.5886 | +| 0.4066 | 13230 | 1.4948 | +| 0.4070 | 13240 | 1.5871 | +| 0.4073 | 13250 | 1.5284 | +| 0.4076 | 13260 | 1.5881 | +| 0.4079 | 13270 | 1.5654 | +| 0.4082 | 13280 | 1.5308 | +| 0.4085 | 13290 | 1.5165 | +| 0.4088 | 13300 | 1.4985 | +| 0.4091 | 13310 | 1.5545 | +| 0.4094 | 13320 | 1.5122 | +| 0.4097 | 13330 | 1.5582 | +| 0.4100 | 13340 | 1.5706 | +| 0.4103 | 13350 | 1.5280 | +| 0.4106 | 13360 | 1.5483 | +| 0.4109 | 13370 | 1.5676 | +| 0.4113 | 13380 | 1.6228 | +| 0.4116 | 13390 | 1.5357 | +| 0.4119 | 13400 | 1.5329 | +| 0.4122 | 13410 | 1.5138 | +| 0.4125 | 13420 | 1.5267 | +| 0.4128 | 13430 | 1.5953 | +| 0.4131 | 13440 | 1.5567 | +| 0.4134 | 13450 | 1.4910 | +| 0.4137 | 13460 | 1.5502 | +| 0.4140 | 13470 | 1.5160 | +| 0.4143 | 13480 | 1.4998 | +| 0.4146 | 13490 | 1.5731 | +| 0.4149 | 13500 | 1.5284 | +| 0.4152 | 13510 | 1.5299 | +| 0.4156 | 13520 | 1.5303 | +| 0.4159 | 13530 | 1.5847 | +| 0.4162 | 13540 | 1.5276 | +| 0.4165 | 13550 | 1.5398 | +| 0.4168 | 13560 | 1.5448 | +| 0.4171 | 13570 | 1.5144 | +| 0.4174 | 13580 | 1.5511 | +| 0.4177 | 13590 | 1.5627 | +| 0.4180 | 13600 | 1.5335 | +| 0.4183 | 13610 | 1.5627 | +| 0.4186 | 13620 | 1.5254 | +| 0.4189 | 13630 | 1.5920 | +| 0.4192 | 13640 | 1.5729 | +| 0.4196 | 13650 | 1.5571 | +| 0.4199 | 13660 | 1.5207 | +| 0.4202 | 13670 | 1.4829 | +| 0.4205 | 13680 | 1.4775 | +| 0.4208 | 13690 | 1.5243 | +| 0.4211 | 13700 | 1.5274 | +| 0.4214 | 13710 | 1.5475 | +| 0.4217 | 13720 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0.4325 | 14070 | 1.5150 | +| 0.4328 | 14080 | 1.5809 | +| 0.4331 | 14090 | 1.6175 | +| 0.4334 | 14100 | 1.5294 | +| 0.4337 | 14110 | 1.5443 | +| 0.4340 | 14120 | 1.5530 | +| 0.4343 | 14130 | 1.5011 | +| 0.4346 | 14140 | 1.5357 | +| 0.4349 | 14150 | 1.5240 | +| 0.4352 | 14160 | 1.5495 | +| 0.4355 | 14170 | 1.4878 | +| 0.4358 | 14180 | 1.4992 | +| 0.4361 | 14190 | 1.5573 | +| 0.4365 | 14200 | 1.5338 | +| 0.4368 | 14210 | 1.5570 | +| 0.4371 | 14220 | 1.4855 | +| 0.4374 | 14230 | 1.5698 | +| 0.4377 | 14240 | 1.5481 | +| 0.4380 | 14250 | 1.5459 | +| 0.4383 | 14260 | 1.5112 | +| 0.4386 | 14270 | 1.5666 | +| 0.4389 | 14280 | 1.5021 | +| 0.4392 | 14290 | 1.5636 | +| 0.4395 | 14300 | 1.4580 | +| 0.4398 | 14310 | 1.4614 | +| 0.4401 | 14320 | 1.5064 | +| 0.4405 | 14330 | 1.5694 | +| 0.4408 | 14340 | 1.5736 | +| 0.4411 | 14350 | 1.4864 | +| 0.4414 | 14360 | 1.5261 | +| 0.4417 | 14370 | 1.5459 | +| 0.4420 | 14380 | 1.5960 | +| 0.4423 | 14390 | 1.4917 | +| 0.4426 | 14400 | 1.5108 | +| 0.4429 | 14410 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0.4534 | 14750 | 1.4809 | +| 0.4537 | 14760 | 1.5737 | +| 0.4540 | 14770 | 1.4872 | +| 0.4543 | 14780 | 1.4820 | +| 0.4546 | 14790 | 1.5468 | +| 0.4549 | 14800 | 1.5535 | +| 0.4552 | 14810 | 1.5309 | +| 0.4555 | 14820 | 1.5403 | +| 0.4558 | 14830 | 1.5396 | +| 0.4561 | 14840 | 1.6114 | +| 0.4564 | 14850 | 1.4951 | +| 0.4567 | 14860 | 1.5740 | +| 0.4571 | 14870 | 1.5245 | +| 0.4574 | 14880 | 1.6042 | +| 0.4577 | 14890 | 1.4791 | +| 0.4580 | 14900 | 1.4878 | +| 0.4583 | 14910 | 1.5111 | +| 0.4586 | 14920 | 1.5380 | +| 0.4589 | 14930 | 1.4807 | +| 0.4592 | 14940 | 1.4901 | +| 0.4595 | 14950 | 1.4756 | +| 0.4598 | 14960 | 1.4929 | +| 0.4601 | 14970 | 1.5724 | +| 0.4604 | 14980 | 1.5127 | +| 0.4607 | 14990 | 1.4935 | +| 0.4610 | 15000 | 1.4830 | +| 0.4614 | 15010 | 1.5336 | +| 0.4617 | 15020 | 1.5197 | +| 0.4620 | 15030 | 1.5154 | +| 0.4623 | 15040 | 1.5425 | +| 0.4626 | 15050 | 1.4886 | +| 0.4629 | 15060 | 1.5450 | +| 0.4632 | 15070 | 1.5247 | +| 0.4635 | 15080 | 1.4989 | +| 0.4638 | 15090 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0.4746 | 15440 | 1.5799 | +| 0.4749 | 15450 | 1.5334 | +| 0.4752 | 15460 | 1.5701 | +| 0.4755 | 15470 | 1.5273 | +| 0.4758 | 15480 | 1.4788 | +| 0.4761 | 15490 | 1.5640 | +| 0.4764 | 15500 | 1.5047 | +| 0.4767 | 15510 | 1.4996 | +| 0.4770 | 15520 | 1.4777 | +| 0.4773 | 15530 | 1.4970 | +| 0.4776 | 15540 | 1.5806 | +| 0.4780 | 15550 | 1.5225 | +| 0.4783 | 15560 | 1.4866 | +| 0.4786 | 15570 | 1.5241 | +| 0.4789 | 15580 | 1.5116 | +| 0.4792 | 15590 | 1.5116 | +| 0.4795 | 15600 | 1.5289 | +| 0.4798 | 15610 | 1.5818 | +| 0.4801 | 15620 | 1.5368 | +| 0.4804 | 15630 | 1.5011 | +| 0.4807 | 15640 | 1.5416 | +| 0.4810 | 15650 | 1.5648 | +| 0.4813 | 15660 | 1.4555 | +| 0.4816 | 15670 | 1.5133 | +| 0.4819 | 15680 | 1.4430 | +| 0.4823 | 15690 | 1.4547 | +| 0.4826 | 15700 | 1.5217 | +| 0.4829 | 15710 | 1.5197 | +| 0.4832 | 15720 | 1.5775 | +| 0.4835 | 15730 | 1.5132 | +| 0.4838 | 15740 | 1.5528 | +| 0.4841 | 15750 | 1.5096 | +| 0.4844 | 15760 | 1.4979 | +| 0.4847 | 15770 | 1.5123 | +| 0.4850 | 15780 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0.4958 | 16130 | 1.4429 | +| 0.4961 | 16140 | 1.4650 | +| 0.4964 | 16150 | 1.5078 | +| 0.4967 | 16160 | 1.4968 | +| 0.4970 | 16170 | 1.5051 | +| 0.4973 | 16180 | 1.4844 | +| 0.4976 | 16190 | 1.4771 | +| 0.4979 | 16200 | 1.4593 | +| 0.4982 | 16210 | 1.5332 | +| 0.4985 | 16220 | 1.5048 | +| 0.4989 | 16230 | 1.4778 | +| 0.4992 | 16240 | 1.5312 | +| 0.4995 | 16250 | 1.4705 | +| 0.4998 | 16260 | 1.4382 | +| 0.5001 | 16270 | 1.5218 | +| 0.5004 | 16280 | 1.5741 | +| 0.5007 | 16290 | 1.4602 | +| 0.5010 | 16300 | 1.5516 | +| 0.5013 | 16310 | 1.4853 | +| 0.5016 | 16320 | 1.5240 | +| 0.5019 | 16330 | 1.5702 | +| 0.5022 | 16340 | 1.4924 | +| 0.5025 | 16350 | 1.5020 | +| 0.5028 | 16360 | 1.4576 | +| 0.5032 | 16370 | 1.5307 | +| 0.5035 | 16380 | 1.5212 | +| 0.5038 | 16390 | 1.4512 | +| 0.5041 | 16400 | 1.5237 | +| 0.5044 | 16410 | 1.5026 | +| 0.5047 | 16420 | 1.5421 | +| 0.5050 | 16430 | 1.4818 | +| 0.5053 | 16440 | 1.4708 | +| 0.5056 | 16450 | 1.5154 | +| 0.5059 | 16460 | 1.5456 | +| 0.5062 | 16470 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0.5170 | 16820 | 1.4831 | +| 0.5173 | 16830 | 1.5387 | +| 0.5176 | 16840 | 1.5373 | +| 0.5179 | 16850 | 1.5503 | +| 0.5182 | 16860 | 1.4572 | +| 0.5185 | 16870 | 1.5104 | +| 0.5188 | 16880 | 1.5294 | +| 0.5191 | 16890 | 1.5782 | +| 0.5194 | 16900 | 1.4497 | +| 0.5198 | 16910 | 1.5559 | +| 0.5201 | 16920 | 1.4858 | +| 0.5204 | 16930 | 1.4653 | +| 0.5207 | 16940 | 1.4357 | +| 0.5210 | 16950 | 1.4629 | +| 0.5213 | 16960 | 1.5240 | +| 0.5216 | 16970 | 1.5254 | +| 0.5219 | 16980 | 1.4850 | +| 0.5222 | 16990 | 1.4621 | +| 0.5225 | 17000 | 1.4885 | +| 0.5228 | 17010 | 1.5529 | +| 0.5231 | 17020 | 1.5253 | +| 0.5234 | 17030 | 1.4585 | +| 0.5237 | 17040 | 1.4945 | +| 0.5241 | 17050 | 1.4854 | +| 0.5244 | 17060 | 1.5178 | +| 0.5247 | 17070 | 1.4734 | +| 0.5250 | 17080 | 1.5066 | +| 0.5253 | 17090 | 1.5149 | +| 0.5256 | 17100 | 1.5187 | +| 0.5259 | 17110 | 1.4793 | +| 0.5262 | 17120 | 1.4466 | +| 0.5265 | 17130 | 1.5387 | +| 0.5268 | 17140 | 1.4584 | +| 0.5271 | 17150 | 1.4979 | +| 0.5274 | 17160 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0.5382 | 17510 | 1.5361 | +| 0.5385 | 17520 | 1.4795 | +| 0.5388 | 17530 | 1.5404 | +| 0.5391 | 17540 | 1.5246 | +| 0.5394 | 17550 | 1.4885 | +| 0.5397 | 17560 | 1.5431 | +| 0.5400 | 17570 | 1.5638 | +| 0.5403 | 17580 | 1.4769 | +| 0.5407 | 17590 | 1.5208 | +| 0.5410 | 17600 | 1.4785 | +| 0.5413 | 17610 | 1.4724 | +| 0.5416 | 17620 | 1.4937 | +| 0.5419 | 17630 | 1.5231 | +| 0.5422 | 17640 | 1.5000 | +| 0.5425 | 17650 | 1.5366 | +| 0.5428 | 17660 | 1.4707 | +| 0.5431 | 17670 | 1.4925 | +| 0.5434 | 17680 | 1.4617 | +| 0.5437 | 17690 | 1.5209 | +| 0.5440 | 17700 | 1.4758 | +| 0.5443 | 17710 | 1.4722 | +| 0.5446 | 17720 | 1.4640 | +| 0.5450 | 17730 | 1.4664 | +| 0.5453 | 17740 | 1.4675 | +| 0.5456 | 17750 | 1.4963 | +| 0.5459 | 17760 | 1.5719 | +| 0.5462 | 17770 | 1.5141 | +| 0.5465 | 17780 | 1.5029 | +| 0.5468 | 17790 | 1.4984 | +| 0.5471 | 17800 | 1.5133 | +| 0.5474 | 17810 | 1.4920 | +| 0.5477 | 17820 | 1.5120 | +| 0.5480 | 17830 | 1.4964 | +| 0.5483 | 17840 | 1.4552 | +| 0.5486 | 17850 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0.5591 | 18190 | 1.5160 | +| 0.5594 | 18200 | 1.5183 | +| 0.5597 | 18210 | 1.4867 | +| 0.5600 | 18220 | 1.4629 | +| 0.5603 | 18230 | 1.4701 | +| 0.5606 | 18240 | 1.4914 | +| 0.5609 | 18250 | 1.4983 | +| 0.5612 | 18260 | 1.4493 | +| 0.5616 | 18270 | 1.4781 | +| 0.5619 | 18280 | 1.4757 | +| 0.5622 | 18290 | 1.5515 | +| 0.5625 | 18300 | 1.5008 | +| 0.5628 | 18310 | 1.4724 | +| 0.5631 | 18320 | 1.4836 | +| 0.5634 | 18330 | 1.5536 | +| 0.5637 | 18340 | 1.4633 | +| 0.5640 | 18350 | 1.5329 | +| 0.5643 | 18360 | 1.4342 | +| 0.5646 | 18370 | 1.5380 | +| 0.5649 | 18380 | 1.5513 | +| 0.5652 | 18390 | 1.4842 | +| 0.5656 | 18400 | 1.4529 | +| 0.5659 | 18410 | 1.5412 | +| 0.5662 | 18420 | 1.4807 | +| 0.5665 | 18430 | 1.4797 | +| 0.5668 | 18440 | 1.4806 | +| 0.5671 | 18450 | 1.4961 | +| 0.5674 | 18460 | 1.5265 | +| 0.5677 | 18470 | 1.5238 | +| 0.5680 | 18480 | 1.4937 | +| 0.5683 | 18490 | 1.4766 | +| 0.5686 | 18500 | 1.4446 | +| 0.5689 | 18510 | 1.4858 | +| 0.5692 | 18520 | 1.5057 | +| 0.5695 | 18530 | 1.5051 | +| 0.5699 | 18540 | 1.4610 | +| 0.5702 | 18550 | 1.4520 | +| 0.5705 | 18560 | 1.4978 | +| 0.5708 | 18570 | 1.4755 | +| 0.5711 | 18580 | 1.4541 | +| 0.5714 | 18590 | 1.4938 | +| 0.5717 | 18600 | 1.4895 | +| 0.5720 | 18610 | 1.4773 | +| 0.5723 | 18620 | 1.4804 | +| 0.5726 | 18630 | 1.5263 | +| 0.5729 | 18640 | 1.4756 | +| 0.5732 | 18650 | 1.4618 | +| 0.5735 | 18660 | 1.4514 | +| 0.5738 | 18670 | 1.5148 | +| 0.5742 | 18680 | 1.4428 | +| 0.5745 | 18690 | 1.4456 | +| 0.5748 | 18700 | 1.4562 | +| 0.5751 | 18710 | 1.5437 | +| 0.5754 | 18720 | 1.4654 | +| 0.5757 | 18730 | 1.5398 | +| 0.5760 | 18740 | 1.5424 | +| 0.5763 | 18750 | 1.4550 | +| 0.5766 | 18760 | 1.4579 | +| 0.5769 | 18770 | 1.4733 | +| 0.5772 | 18780 | 1.5507 | +| 0.5775 | 18790 | 1.4513 | +| 0.5778 | 18800 | 1.5030 | +| 0.5782 | 18810 | 1.5227 | +| 0.5785 | 18820 | 1.4723 | +| 0.5788 | 18830 | 1.4861 | +| 0.5791 | 18840 | 1.4483 | +| 0.5794 | 18850 | 1.5174 | +| 0.5797 | 18860 | 1.5143 | +| 0.5800 | 18870 | 1.5365 | +| 0.5803 | 18880 | 1.4599 | +| 0.5806 | 18890 | 1.5210 | +| 0.5809 | 18900 | 1.5063 | +| 0.5812 | 18910 | 1.4480 | +| 0.5815 | 18920 | 1.4284 | +| 0.5818 | 18930 | 1.4853 | +| 0.5821 | 18940 | 1.5270 | +| 0.5825 | 18950 | 1.4798 | +| 0.5828 | 18960 | 1.4890 | +| 0.5831 | 18970 | 1.4876 | +| 0.5834 | 18980 | 1.4607 | +| 0.5837 | 18990 | 1.4743 | +| 0.5840 | 19000 | 1.5238 | +| 0.5843 | 19010 | 1.4938 | +| 0.5846 | 19020 | 1.4684 | +| 0.5849 | 19030 | 1.4450 | +| 0.5852 | 19040 | 1.4974 | +| 0.5855 | 19050 | 1.4716 | +| 0.5858 | 19060 | 1.4602 | +| 0.5861 | 19070 | 1.4370 | +| 0.5865 | 19080 | 1.4424 | +| 0.5868 | 19090 | 1.4872 | +| 0.5871 | 19100 | 1.5347 | +| 0.5874 | 19110 | 1.4201 | +| 0.5877 | 19120 | 1.5053 | +| 0.5880 | 19130 | 1.4359 | +| 0.5883 | 19140 | 1.5268 | +| 0.5886 | 19150 | 1.4479 | +| 0.5889 | 19160 | 1.5180 | +| 0.5892 | 19170 | 1.4884 | +| 0.5895 | 19180 | 1.4732 | +| 0.5898 | 19190 | 1.4457 | +| 0.5901 | 19200 | 1.4597 | +| 0.5904 | 19210 | 1.5089 | +| 0.5908 | 19220 | 1.5430 | +| 0.5911 | 19230 | 1.4593 | +| 0.5914 | 19240 | 1.5013 | +| 0.5917 | 19250 | 1.4424 | +| 0.5920 | 19260 | 1.4354 | +| 0.5923 | 19270 | 1.4832 | +| 0.5926 | 19280 | 1.4645 | +| 0.5929 | 19290 | 1.4750 | +| 0.5932 | 19300 | 1.4866 | +| 0.5935 | 19310 | 1.4678 | +| 0.5938 | 19320 | 1.5342 | +| 0.5941 | 19330 | 1.4609 | +| 0.5944 | 19340 | 1.5070 | +| 0.5947 | 19350 | 1.4984 | +| 0.5951 | 19360 | 1.4997 | +| 0.5954 | 19370 | 1.4782 | +| 0.5957 | 19380 | 1.4672 | +| 0.5960 | 19390 | 1.4638 | +| 0.5963 | 19400 | 1.4880 | +| 0.5966 | 19410 | 1.4233 | +| 0.5969 | 19420 | 1.4744 | +| 0.5972 | 19430 | 1.5072 | +| 0.5975 | 19440 | 1.4278 | +| 0.5978 | 19450 | 1.4284 | +| 0.5981 | 19460 | 1.4979 | +| 0.5984 | 19470 | 1.4716 | +| 0.5987 | 19480 | 1.5200 | +| 0.5991 | 19490 | 1.5041 | +| 0.5994 | 19500 | 1.4776 | +| 0.5997 | 19510 | 1.4480 | +| 0.6000 | 19520 | 1.4804 | +| 0.6001 | 19524 | - | +| 0.6003 | 19530 | 1.4388 | +| 0.6006 | 19540 | 1.4706 | +| 0.6009 | 19550 | 1.4464 | +| 0.6012 | 19560 | 1.4888 | +| 0.6015 | 19570 | 1.4702 | +| 0.6018 | 19580 | 1.4685 | +| 0.6021 | 19590 | 1.5610 | +| 0.6024 | 19600 | 1.4854 | +| 0.6027 | 19610 | 1.4930 | +| 0.6030 | 19620 | 1.4796 | +| 0.6034 | 19630 | 1.4720 | +| 0.6037 | 19640 | 1.5198 | +| 0.6040 | 19650 | 1.4684 | +| 0.6043 | 19660 | 1.4431 | +| 0.6046 | 19670 | 1.4797 | +| 0.6049 | 19680 | 1.4764 | +| 0.6052 | 19690 | 1.5720 | +| 0.6055 | 19700 | 1.4253 | +| 0.6058 | 19710 | 1.4932 | +| 0.6061 | 19720 | 1.5323 | +| 0.6064 | 19730 | 1.4999 | +| 0.6067 | 19740 | 1.4904 | +| 0.6070 | 19750 | 1.5109 | +| 0.6074 | 19760 | 1.4405 | +| 0.6077 | 19770 | 1.4782 | +| 0.6080 | 19780 | 1.4382 | +| 0.6083 | 19790 | 1.5062 | +| 0.6086 | 19800 | 1.4742 | +| 0.6089 | 19810 | 1.4771 | +| 0.6092 | 19820 | 1.4287 | +| 0.6095 | 19830 | 1.4554 | +| 0.6098 | 19840 | 1.4844 | +| 0.6101 | 19850 | 1.4759 | +| 0.6104 | 19860 | 1.4569 | +| 0.6107 | 19870 | 1.4136 | +| 0.6110 | 19880 | 1.4991 | +| 0.6113 | 19890 | 1.4602 | +| 0.6117 | 19900 | 1.4248 | +| 0.6120 | 19910 | 1.4776 | +| 0.6123 | 19920 | 1.5051 | +| 0.6126 | 19930 | 1.6140 | +| 0.6129 | 19940 | 1.5155 | +| 0.6132 | 19950 | 1.4674 | +| 0.6135 | 19960 | 1.4537 | +| 0.6138 | 19970 | 1.5350 | +| 0.6141 | 19980 | 1.5357 | +| 0.6144 | 19990 | 1.4214 | +| 0.6147 | 20000 | 1.4510 | +| 0.6150 | 20010 | 1.5298 | +| 0.6153 | 20020 | 1.4804 | +| 0.6157 | 20030 | 1.5637 | +| 0.6160 | 20040 | 1.5020 | +| 0.6163 | 20050 | 1.4625 | +| 0.6166 | 20060 | 1.4564 | +| 0.6169 | 20070 | 1.4841 | +| 0.6172 | 20080 | 1.5118 | +| 0.6175 | 20090 | 1.4581 | +| 0.6178 | 20100 | 1.5049 | +| 0.6181 | 20110 | 1.4863 | +| 0.6184 | 20120 | 1.4349 | +| 0.6187 | 20130 | 1.5478 | +| 0.6190 | 20140 | 1.4634 | +| 0.6193 | 20150 | 1.4738 | +| 0.6196 | 20160 | 1.4459 | +| 0.6200 | 20170 | 1.5078 | +| 0.6203 | 20180 | 1.4881 | +| 0.6206 | 20190 | 1.5100 | +| 0.6209 | 20200 | 1.5167 | +| 0.6212 | 20210 | 1.4988 | +| 0.6215 | 20220 | 1.4805 | +| 0.6218 | 20230 | 1.4732 | +| 0.6221 | 20240 | 1.4719 | +| 0.6224 | 20250 | 1.4824 | +| 0.6227 | 20260 | 1.4488 | +| 0.6230 | 20270 | 1.4799 | +| 0.6233 | 20280 | 1.4765 | +| 0.6236 | 20290 | 1.4635 | +| 0.6239 | 20300 | 1.4403 | +| 0.6243 | 20310 | 1.4583 | +| 0.6246 | 20320 | 1.5094 | +| 0.6249 | 20330 | 1.5056 | +| 0.6252 | 20340 | 1.4911 | +| 0.6255 | 20350 | 1.5059 | +| 0.6258 | 20360 | 1.5330 | +| 0.6261 | 20370 | 1.4835 | +| 0.6264 | 20380 | 1.5208 | +| 0.6267 | 20390 | 1.5046 | +| 0.6270 | 20400 | 1.4790 | +| 0.6273 | 20410 | 1.4524 | +| 0.6276 | 20420 | 1.4046 | +| 0.6279 | 20430 | 1.4808 | +| 0.6283 | 20440 | 1.4472 | +| 0.6286 | 20450 | 1.4852 | +| 0.6289 | 20460 | 1.4665 | +| 0.6292 | 20470 | 1.4759 | +| 0.6295 | 20480 | 1.4186 | +| 0.6298 | 20490 | 1.5076 | +| 0.6301 | 20500 | 1.4593 | +| 0.6304 | 20510 | 1.4540 | +| 0.6307 | 20520 | 1.4631 | +| 0.6310 | 20530 | 1.4335 | +| 0.6313 | 20540 | 1.4728 | +| 0.6316 | 20550 | 1.4765 | +| 0.6319 | 20560 | 1.4627 | +| 0.6322 | 20570 | 1.4556 | +| 0.6326 | 20580 | 1.5268 | +| 0.6329 | 20590 | 1.4390 | +| 0.6332 | 20600 | 1.4700 | +| 0.6335 | 20610 | 1.4270 | +| 0.6338 | 20620 | 1.4254 | +| 0.6341 | 20630 | 1.4677 | +| 0.6344 | 20640 | 1.4992 | +| 0.6347 | 20650 | 1.4844 | +| 0.6350 | 20660 | 1.5044 | +| 0.6353 | 20670 | 1.4361 | +| 0.6356 | 20680 | 1.4409 | +| 0.6359 | 20690 | 1.5310 | +| 0.6362 | 20700 | 1.4233 | +| 0.6366 | 20710 | 1.5179 | +| 0.6369 | 20720 | 1.4623 | +| 0.6372 | 20730 | 1.5158 | +| 0.6375 | 20740 | 1.4789 | +| 0.6378 | 20750 | 1.4555 | +| 0.6381 | 20760 | 1.5014 | +| 0.6384 | 20770 | 1.5255 | +| 0.6387 | 20780 | 1.4748 | +| 0.6390 | 20790 | 1.5131 | +| 0.6393 | 20800 | 1.4836 | +| 0.6396 | 20810 | 1.4700 | +| 0.6399 | 20820 | 1.5250 | +| 0.6402 | 20830 | 1.4443 | +| 0.6405 | 20840 | 1.4672 | +| 0.6409 | 20850 | 1.4981 | +| 0.6412 | 20860 | 1.4492 | +| 0.6415 | 20870 | 1.4250 | +| 0.6418 | 20880 | 1.4811 | +| 0.6421 | 20890 | 1.4945 | +| 0.6424 | 20900 | 1.5629 | +| 0.6427 | 20910 | 1.5037 | +| 0.6430 | 20920 | 1.4628 | +| 0.6433 | 20930 | 1.5078 | +| 0.6436 | 20940 | 1.4431 | +| 0.6439 | 20950 | 1.5151 | +| 0.6442 | 20960 | 1.5131 | +| 0.6445 | 20970 | 1.5170 | +| 0.6449 | 20980 | 1.4219 | +| 0.6452 | 20990 | 1.5192 | +| 0.6455 | 21000 | 1.4193 | +| 0.6458 | 21010 | 1.4919 | +| 0.6461 | 21020 | 1.4771 | +| 0.6464 | 21030 | 1.5077 | +| 0.6467 | 21040 | 1.4664 | +| 0.6470 | 21050 | 1.4330 | +| 0.6473 | 21060 | 1.5212 | +| 0.6476 | 21070 | 1.4734 | +| 0.6479 | 21080 | 1.4465 | +| 0.6482 | 21090 | 1.5015 | +| 0.6485 | 21100 | 1.4687 | +| 0.6488 | 21110 | 1.4127 | +| 0.6492 | 21120 | 1.4710 | +| 0.6495 | 21130 | 1.4797 | +| 0.6498 | 21140 | 1.4515 | +| 0.6501 | 21150 | 1.4484 | +| 0.6501 | 21151 | - | +| 0.6504 | 21160 | 1.4948 | +| 0.6507 | 21170 | 1.5101 | +| 0.6510 | 21180 | 1.4715 | +| 0.6513 | 21190 | 1.4678 | +| 0.6516 | 21200 | 1.4662 | +| 0.6519 | 21210 | 1.4766 | +| 0.6522 | 21220 | 1.4529 | +| 0.6525 | 21230 | 1.5100 | +| 0.6528 | 21240 | 1.4752 | +| 0.6531 | 21250 | 1.5262 | +| 0.6535 | 21260 | 1.4802 | +| 0.6538 | 21270 | 1.4322 | +| 0.6541 | 21280 | 1.5142 | +| 0.6544 | 21290 | 1.4427 | +| 0.6547 | 21300 | 1.4317 | +| 0.6550 | 21310 | 1.4624 | +| 0.6553 | 21320 | 1.4138 | +| 0.6556 | 21330 | 1.4283 | +| 0.6559 | 21340 | 1.4647 | +| 0.6562 | 21350 | 1.4793 | +| 0.6565 | 21360 | 1.4728 | +| 0.6568 | 21370 | 1.5574 | +| 0.6571 | 21380 | 1.4491 | +| 0.6575 | 21390 | 1.4958 | +| 0.6578 | 21400 | 1.5025 | +| 0.6581 | 21410 | 1.4964 | +| 0.6584 | 21420 | 1.5038 | +| 0.6587 | 21430 | 1.4916 | +| 0.6590 | 21440 | 1.5023 | +| 0.6593 | 21450 | 1.4860 | +| 0.6596 | 21460 | 1.4627 | +| 0.6599 | 21470 | 1.5289 | +| 0.6602 | 21480 | 1.4577 | +| 0.6605 | 21490 | 1.5085 | +| 0.6608 | 21500 | 1.4776 | +| 0.6611 | 21510 | 1.3797 | +| 0.6614 | 21520 | 1.4923 | +| 0.6618 | 21530 | 1.4756 | +| 0.6621 | 21540 | 1.4803 | +| 0.6624 | 21550 | 1.4886 | +| 0.6627 | 21560 | 1.4434 | +| 0.6630 | 21570 | 1.5540 | +| 0.6633 | 21580 | 1.4724 | +| 0.6636 | 21590 | 1.4345 | +| 0.6639 | 21600 | 1.4620 | +| 0.6642 | 21610 | 1.5338 | +| 0.6645 | 21620 | 1.4573 | +| 0.6648 | 21630 | 1.4724 | +| 0.6651 | 21640 | 1.4510 | +| 0.6654 | 21650 | 1.4890 | +| 0.6658 | 21660 | 1.4248 | +| 0.6661 | 21670 | 1.4734 | +| 0.6664 | 21680 | 1.4671 | +| 0.6667 | 21690 | 1.5169 | +| 0.6670 | 21700 | 1.5180 | +| 0.6673 | 21710 | 1.4303 | +| 0.6676 | 21720 | 1.4277 | +| 0.6679 | 21730 | 1.4762 | +| 0.6682 | 21740 | 1.4657 | +| 0.6685 | 21750 | 1.4531 | +| 0.6688 | 21760 | 1.4459 | +| 0.6691 | 21770 | 1.4520 | +| 0.6694 | 21780 | 1.4722 | +| 0.6697 | 21790 | 1.4606 | +| 0.6701 | 21800 | 1.4647 | +| 0.6704 | 21810 | 1.4694 | +| 0.6707 | 21820 | 1.4336 | +| 0.6710 | 21830 | 1.4692 | +| 0.6713 | 21840 | 1.5166 | +| 0.6716 | 21850 | 1.5279 | +| 0.6719 | 21860 | 1.5151 | +| 0.6722 | 21870 | 1.4309 | +| 0.6725 | 21880 | 1.5228 | +| 0.6728 | 21890 | 1.4491 | +| 0.6731 | 21900 | 1.4482 | +| 0.6734 | 21910 | 1.4930 | +| 0.6737 | 21920 | 1.4722 | +| 0.6740 | 21930 | 1.4394 | +| 0.6744 | 21940 | 1.4285 | +| 0.6747 | 21950 | 1.4349 | +| 0.6750 | 21960 | 1.4561 | +| 0.6753 | 21970 | 1.4221 | +| 0.6756 | 21980 | 1.5271 | +| 0.6759 | 21990 | 1.4884 | +| 0.6762 | 22000 | 1.4817 | +| 0.6765 | 22010 | 1.4682 | +| 0.6768 | 22020 | 1.4917 | +| 0.6771 | 22030 | 1.4012 | +| 0.6774 | 22040 | 1.4690 | +| 0.6777 | 22050 | 1.4983 | +| 0.6780 | 22060 | 1.4641 | +| 0.6784 | 22070 | 1.4947 | +| 0.6787 | 22080 | 1.4561 | +| 0.6790 | 22090 | 1.4863 | +| 0.6793 | 22100 | 1.4382 | +| 0.6796 | 22110 | 1.4758 | +| 0.6799 | 22120 | 1.4468 | +| 0.6802 | 22130 | 1.4272 | +| 0.6805 | 22140 | 1.4778 | +| 0.6808 | 22150 | 1.4631 | +| 0.6811 | 22160 | 1.4707 | +| 0.6814 | 22170 | 1.5074 | +| 0.6817 | 22180 | 1.5094 | +| 0.6820 | 22190 | 1.4856 | +| 0.6823 | 22200 | 1.4625 | +| 0.6827 | 22210 | 1.4700 | +| 0.6830 | 22220 | 1.4628 | +| 0.6833 | 22230 | 1.4669 | +| 0.6836 | 22240 | 1.5032 | +| 0.6839 | 22250 | 1.4306 | +| 0.6842 | 22260 | 1.4817 | +| 0.6845 | 22270 | 1.4384 | +| 0.6848 | 22280 | 1.4087 | +| 0.6851 | 22290 | 1.5097 | +| 0.6854 | 22300 | 1.4743 | +| 0.6857 | 22310 | 1.4433 | +| 0.6860 | 22320 | 1.4977 | +| 0.6863 | 22330 | 1.4346 | +| 0.6867 | 22340 | 1.4850 | +| 0.6870 | 22350 | 1.4721 | +| 0.6873 | 22360 | 1.4577 | +| 0.6876 | 22370 | 1.4981 | +| 0.6879 | 22380 | 1.4277 | +| 0.6882 | 22390 | 1.4773 | +| 0.6885 | 22400 | 1.4654 | +| 0.6888 | 22410 | 1.4678 | +| 0.6891 | 22420 | 1.4179 | +| 0.6894 | 22430 | 1.4184 | +| 0.6897 | 22440 | 1.4848 | +| 0.6900 | 22450 | 1.5494 | +| 0.6903 | 22460 | 1.4679 | +| 0.6906 | 22470 | 1.3956 | +| 0.6910 | 22480 | 1.4800 | +| 0.6913 | 22490 | 1.4363 | +| 0.6916 | 22500 | 1.4359 | +| 0.6919 | 22510 | 1.4455 | +| 0.6922 | 22520 | 1.4961 | +| 0.6925 | 22530 | 1.4657 | +| 0.6928 | 22540 | 1.5319 | +| 0.6931 | 22550 | 1.4620 | +| 0.6934 | 22560 | 1.5302 | +| 0.6937 | 22570 | 1.4695 | +| 0.6940 | 22580 | 1.4690 | +| 0.6943 | 22590 | 1.4777 | +| 0.6946 | 22600 | 1.4172 | +| 0.6950 | 22610 | 1.4846 | +| 0.6953 | 22620 | 1.5062 | +| 0.6956 | 22630 | 1.4662 | +| 0.6959 | 22640 | 1.4198 | +| 0.6962 | 22650 | 1.4014 | +| 0.6965 | 22660 | 1.4731 | +| 0.6968 | 22670 | 1.4290 | +| 0.6971 | 22680 | 1.4821 | +| 0.6974 | 22690 | 1.4489 | +| 0.6977 | 22700 | 1.4613 | +| 0.6980 | 22710 | 1.4501 | +| 0.6983 | 22720 | 1.4046 | +| 0.6986 | 22730 | 1.4475 | +| 0.6989 | 22740 | 1.4888 | +| 0.6993 | 22750 | 1.5599 | +| 0.6996 | 22760 | 1.4305 | +| 0.6999 | 22770 | 1.4849 | +| 0.7001 | 22778 | - | +| 0.7002 | 22780 | 1.5010 | +| 0.7005 | 22790 | 1.4403 | +| 0.7008 | 22800 | 1.4624 | +| 0.7011 | 22810 | 1.4776 | +| 0.7014 | 22820 | 1.4352 | +| 0.7017 | 22830 | 1.4921 | +| 0.7020 | 22840 | 1.4855 | +| 0.7023 | 22850 | 1.4458 | +| 0.7026 | 22860 | 1.4502 | +| 0.7029 | 22870 | 1.4860 | +| 0.7032 | 22880 | 1.4156 | +| 0.7036 | 22890 | 1.5124 | +| 0.7039 | 22900 | 1.5081 | +| 0.7042 | 22910 | 1.4489 | +| 0.7045 | 22920 | 1.4848 | +| 0.7048 | 22930 | 1.4407 | +| 0.7051 | 22940 | 1.4759 | +| 0.7054 | 22950 | 1.4522 | +| 0.7057 | 22960 | 1.4374 | +| 0.7060 | 22970 | 1.3737 | +| 0.7063 | 22980 | 1.4454 | +| 0.7066 | 22990 | 1.4373 | +| 0.7069 | 23000 | 1.5240 | +| 0.7072 | 23010 | 1.4404 | +| 0.7076 | 23020 | 1.4654 | +| 0.7079 | 23030 | 1.5037 | +| 0.7082 | 23040 | 1.5156 | +| 0.7085 | 23050 | 1.4649 | +| 0.7088 | 23060 | 1.4605 | +| 0.7091 | 23070 | 1.4863 | +| 0.7094 | 23080 | 1.4579 | +| 0.7097 | 23090 | 1.4530 | +| 0.7100 | 23100 | 1.4537 | +| 0.7103 | 23110 | 1.4456 | +| 0.7106 | 23120 | 1.4513 | +| 0.7109 | 23130 | 1.4784 | +| 0.7112 | 23140 | 1.4660 | +| 0.7115 | 23150 | 1.4925 | +| 0.7119 | 23160 | 1.4452 | +| 0.7122 | 23170 | 1.4496 | +| 0.7125 | 23180 | 1.4346 | +| 0.7128 | 23190 | 1.4242 | +| 0.7131 | 23200 | 1.4122 | +| 0.7134 | 23210 | 1.5101 | +| 0.7137 | 23220 | 1.4300 | +| 0.7140 | 23230 | 1.5130 | +| 0.7143 | 23240 | 1.5068 | +| 0.7146 | 23250 | 1.4806 | +| 0.7149 | 23260 | 1.5261 | +| 0.7152 | 23270 | 1.4855 | +| 0.7155 | 23280 | 1.4596 | +| 0.7159 | 23290 | 1.4732 | +| 0.7162 | 23300 | 1.4521 | +| 0.7165 | 23310 | 1.4178 | +| 0.7168 | 23320 | 1.4811 | +| 0.7171 | 23330 | 1.4242 | +| 0.7174 | 23340 | 1.4710 | +| 0.7177 | 23350 | 1.4682 | +| 0.7180 | 23360 | 1.4815 | +| 0.7183 | 23370 | 1.4971 | +| 0.7186 | 23380 | 1.4908 | +| 0.7189 | 23390 | 1.4692 | +| 0.7192 | 23400 | 1.4521 | +| 0.7195 | 23410 | 1.4891 | +| 0.7198 | 23420 | 1.4246 | +| 0.7202 | 23430 | 1.4173 | +| 0.7205 | 23440 | 1.4209 | +| 0.7208 | 23450 | 1.4783 | +| 0.7211 | 23460 | 1.5083 | +| 0.7214 | 23470 | 1.4697 | +| 0.7217 | 23480 | 1.5280 | +| 0.7220 | 23490 | 1.4597 | +| 0.7223 | 23500 | 1.4876 | +| 0.7226 | 23510 | 1.4216 | +| 0.7229 | 23520 | 1.4767 | +| 0.7232 | 23530 | 1.4571 | +| 0.7235 | 23540 | 1.5000 | +| 0.7238 | 23550 | 1.4644 | +| 0.7242 | 23560 | 1.5063 | +| 0.7245 | 23570 | 1.4331 | +| 0.7248 | 23580 | 1.4139 | +| 0.7251 | 23590 | 1.5045 | +| 0.7254 | 23600 | 1.4477 | +| 0.7257 | 23610 | 1.4171 | +| 0.7260 | 23620 | 1.4363 | +| 0.7263 | 23630 | 1.5257 | +| 0.7266 | 23640 | 1.4932 | +| 0.7269 | 23650 | 1.4314 | +| 0.7272 | 23660 | 1.4806 | +| 0.7275 | 23670 | 1.5209 | +| 0.7278 | 23680 | 1.4509 | +| 0.7281 | 23690 | 1.4421 | +| 0.7285 | 23700 | 1.5098 | +| 0.7288 | 23710 | 1.4336 | +| 0.7291 | 23720 | 1.5305 | +| 0.7294 | 23730 | 1.5008 | +| 0.7297 | 23740 | 1.4697 | +| 0.7300 | 23750 | 1.4651 | +| 0.7303 | 23760 | 1.5107 | +| 0.7306 | 23770 | 1.4574 | +| 0.7309 | 23780 | 1.5254 | +| 0.7312 | 23790 | 1.4051 | +| 0.7315 | 23800 | 1.4432 | +| 0.7318 | 23810 | 1.5127 | +| 0.7321 | 23820 | 1.4648 | +| 0.7324 | 23830 | 1.5186 | +| 0.7328 | 23840 | 1.4804 | +| 0.7331 | 23850 | 1.4689 | +| 0.7334 | 23860 | 1.4763 | +| 0.7337 | 23870 | 1.5074 | +| 0.7340 | 23880 | 1.4921 | +| 0.7343 | 23890 | 1.4188 | +| 0.7346 | 23900 | 1.4710 | +| 0.7349 | 23910 | 1.4414 | +| 0.7352 | 23920 | 1.4390 | +| 0.7355 | 23930 | 1.4530 | +| 0.7358 | 23940 | 1.4457 | +| 0.7361 | 23950 | 1.4488 | +| 0.7364 | 23960 | 1.4722 | +| 0.7368 | 23970 | 1.4666 | +| 0.7371 | 23980 | 1.3864 | +| 0.7374 | 23990 | 1.3968 | +| 0.7377 | 24000 | 1.4542 | +| 0.7380 | 24010 | 1.5255 | +| 0.7383 | 24020 | 1.4517 | +| 0.7386 | 24030 | 1.5161 | +| 0.7389 | 24040 | 1.4984 | +| 0.7392 | 24050 | 1.4170 | +| 0.7395 | 24060 | 1.4934 | +| 0.7398 | 24070 | 1.5059 | +| 0.7401 | 24080 | 1.4194 | +| 0.7404 | 24090 | 1.4233 | +| 0.7407 | 24100 | 1.4979 | +| 0.7411 | 24110 | 1.4632 | +| 0.7414 | 24120 | 1.5197 | +| 0.7417 | 24130 | 1.4686 | +| 0.7420 | 24140 | 1.4844 | +| 0.7423 | 24150 | 1.4650 | +| 0.7426 | 24160 | 1.4696 | +| 0.7429 | 24170 | 1.4495 | +| 0.7432 | 24180 | 1.4851 | +| 0.7435 | 24190 | 1.4803 | +| 0.7438 | 24200 | 1.5231 | +| 0.7441 | 24210 | 1.4971 | +| 0.7444 | 24220 | 1.4130 | +| 0.7447 | 24230 | 1.4320 | +| 0.7451 | 24240 | 1.4216 | +| 0.7454 | 24250 | 1.5132 | +| 0.7457 | 24260 | 1.4235 | +| 0.7460 | 24270 | 1.5058 | +| 0.7463 | 24280 | 1.4449 | +| 0.7466 | 24290 | 1.4995 | +| 0.7469 | 24300 | 1.4779 | +| 0.7472 | 24310 | 1.4825 | +| 0.7475 | 24320 | 1.4492 | +| 0.7478 | 24330 | 1.4302 | +| 0.7481 | 24340 | 1.4812 | +| 0.7484 | 24350 | 1.4521 | +| 0.7487 | 24360 | 1.4646 | +| 0.7490 | 24370 | 1.4763 | +| 0.7494 | 24380 | 1.5165 | +| 0.7497 | 24390 | 1.4207 | +| 0.7500 | 24400 | 1.4882 | +| 0.7501 | 24405 | - | +| 0.7503 | 24410 | 1.4913 | +| 0.7506 | 24420 | 1.4549 | +| 0.7509 | 24430 | 1.4781 | +| 0.7512 | 24440 | 1.4296 | +| 0.7515 | 24450 | 1.5049 | +| 0.7518 | 24460 | 1.5280 | +| 0.7521 | 24470 | 1.4259 | +| 0.7524 | 24480 | 1.4577 | +| 0.7527 | 24490 | 1.4297 | +| 0.7530 | 24500 | 1.4519 | +| 0.7533 | 24510 | 1.4295 | +| 0.7537 | 24520 | 1.4790 | +| 0.7540 | 24530 | 1.5499 | +| 0.7543 | 24540 | 1.4674 | +| 0.7546 | 24550 | 1.4883 | +| 0.7549 | 24560 | 1.5582 | +| 0.7552 | 24570 | 1.4846 | +| 0.7555 | 24580 | 1.4240 | +| 0.7558 | 24590 | 1.4721 | +| 0.7561 | 24600 | 1.4561 | +| 0.7564 | 24610 | 1.4555 | +| 0.7567 | 24620 | 1.5287 | +| 0.7570 | 24630 | 1.4544 | +| 0.7573 | 24640 | 1.5030 | +| 0.7577 | 24650 | 1.4092 | +| 0.7580 | 24660 | 1.4868 | +| 0.7583 | 24670 | 1.4474 | +| 0.7586 | 24680 | 1.4755 | +| 0.7589 | 24690 | 1.4564 | +| 0.7592 | 24700 | 1.5119 | +| 0.7595 | 24710 | 1.4595 | +| 0.7598 | 24720 | 1.4456 | +| 0.7601 | 24730 | 1.5066 | +| 0.7604 | 24740 | 1.4492 | +| 0.7607 | 24750 | 1.5147 | +| 0.7610 | 24760 | 1.5319 | +| 0.7613 | 24770 | 1.4733 | +| 0.7616 | 24780 | 1.5139 | +| 0.7620 | 24790 | 1.4763 | +| 0.7623 | 24800 | 1.4875 | +| 0.7626 | 24810 | 1.4458 | +| 0.7629 | 24820 | 1.5011 | +| 0.7632 | 24830 | 1.4800 | +| 0.7635 | 24840 | 1.3935 | +| 0.7638 | 24850 | 1.4334 | +| 0.7641 | 24860 | 1.4547 | +| 0.7644 | 24870 | 1.5063 | +| 0.7647 | 24880 | 1.5148 | +| 0.7650 | 24890 | 1.4865 | +| 0.7653 | 24900 | 1.4813 | +| 0.7656 | 24910 | 1.4937 | +| 0.7660 | 24920 | 1.4673 | +| 0.7663 | 24930 | 1.4212 | +| 0.7666 | 24940 | 1.4444 | +| 0.7669 | 24950 | 1.4485 | +| 0.7672 | 24960 | 1.4588 | +| 0.7675 | 24970 | 1.4812 | +| 0.7678 | 24980 | 1.4239 | +| 0.7681 | 24990 | 1.4955 | +| 0.7684 | 25000 | 1.4853 | +| 0.7687 | 25010 | 1.4659 | +| 0.7690 | 25020 | 1.4398 | +| 0.7693 | 25030 | 1.4463 | +| 0.7696 | 25040 | 1.5031 | +| 0.7699 | 25050 | 1.4216 | +| 0.7703 | 25060 | 1.4440 | +| 0.7706 | 25070 | 1.4311 | +| 0.7709 | 25080 | 1.4825 | +| 0.7712 | 25090 | 1.4616 | +| 0.7715 | 25100 | 1.4477 | +| 0.7718 | 25110 | 1.4404 | +| 0.7721 | 25120 | 1.4750 | +| 0.7724 | 25130 | 1.4788 | +| 0.7727 | 25140 | 1.5141 | +| 0.7730 | 25150 | 1.5110 | +| 0.7733 | 25160 | 1.5126 | +| 0.7736 | 25170 | 1.4593 | +| 0.7739 | 25180 | 1.4532 | +| 0.7743 | 25190 | 1.5144 | +| 0.7746 | 25200 | 1.5037 | +| 0.7749 | 25210 | 1.4496 | +| 0.7752 | 25220 | 1.4806 | +| 0.7755 | 25230 | 1.4801 | +| 0.7758 | 25240 | 1.5600 | +| 0.7761 | 25250 | 1.4769 | +| 0.7764 | 25260 | 1.5254 | +| 0.7767 | 25270 | 1.4504 | +| 0.7770 | 25280 | 1.4767 | +| 0.7773 | 25290 | 1.5003 | +| 0.7776 | 25300 | 1.4491 | +| 0.7779 | 25310 | 1.5151 | +| 0.7782 | 25320 | 1.4887 | +| 0.7786 | 25330 | 1.5044 | +| 0.7789 | 25340 | 1.4624 | +| 0.7792 | 25350 | 1.4365 | +| 0.7795 | 25360 | 1.4125 | +| 0.7798 | 25370 | 1.4289 | +| 0.7801 | 25380 | 1.4616 | +| 0.7804 | 25390 | 1.4245 | +| 0.7807 | 25400 | 1.4689 | +| 0.7810 | 25410 | 1.4196 | +| 0.7813 | 25420 | 1.5298 | +| 0.7816 | 25430 | 1.4942 | +| 0.7819 | 25440 | 1.4428 | +| 0.7822 | 25450 | 1.4701 | +| 0.7825 | 25460 | 1.4818 | +| 0.7829 | 25470 | 1.4564 | +| 0.7832 | 25480 | 1.4217 | +| 0.7835 | 25490 | 1.4810 | +| 0.7838 | 25500 | 1.5091 | +| 0.7841 | 25510 | 1.4402 | +| 0.7844 | 25520 | 1.4782 | +| 0.7847 | 25530 | 1.4706 | +| 0.7850 | 25540 | 1.4705 | +| 0.7853 | 25550 | 1.4540 | +| 0.7856 | 25560 | 1.4230 | +| 0.7859 | 25570 | 1.4776 | +| 0.7862 | 25580 | 1.4049 | +| 0.7865 | 25590 | 1.5050 | +| 0.7869 | 25600 | 1.4582 | +| 0.7872 | 25610 | 1.4636 | +| 0.7875 | 25620 | 1.4653 | +| 0.7878 | 25630 | 1.4406 | +| 0.7881 | 25640 | 1.4960 | +| 0.7884 | 25650 | 1.4759 | +| 0.7887 | 25660 | 1.3847 | +| 0.7890 | 25670 | 1.4072 | +| 0.7893 | 25680 | 1.4747 | +| 0.7896 | 25690 | 1.4500 | +| 0.7899 | 25700 | 1.4203 | +| 0.7902 | 25710 | 1.4637 | +| 0.7905 | 25720 | 1.4678 | +| 0.7908 | 25730 | 1.4899 | +| 0.7912 | 25740 | 1.4749 | +| 0.7915 | 25750 | 1.4861 | +| 0.7918 | 25760 | 1.4647 | +| 0.7921 | 25770 | 1.4121 | +| 0.7924 | 25780 | 1.4685 | +| 0.7927 | 25790 | 1.4789 | +| 0.7930 | 25800 | 1.4642 | +| 0.7933 | 25810 | 1.4760 | +| 0.7936 | 25820 | 1.4336 | +| 0.7939 | 25830 | 1.4269 | +| 0.7942 | 25840 | 1.4678 | +| 0.7945 | 25850 | 1.4866 | +| 0.7948 | 25860 | 1.4493 | +| 0.7952 | 25870 | 1.5273 | +| 0.7955 | 25880 | 1.4415 | +| 0.7958 | 25890 | 1.4651 | +| 0.7961 | 25900 | 1.4335 | +| 0.7964 | 25910 | 1.4499 | +| 0.7967 | 25920 | 1.4253 | +| 0.7970 | 25930 | 1.4993 | +| 0.7973 | 25940 | 1.5334 | +| 0.7976 | 25950 | 1.5181 | +| 0.7979 | 25960 | 1.4348 | +| 0.7982 | 25970 | 1.4497 | +| 0.7985 | 25980 | 1.4542 | +| 0.7988 | 25990 | 1.5037 | +| 0.7991 | 26000 | 1.4762 | +| 0.7995 | 26010 | 1.4506 | +| 0.7998 | 26020 | 1.4652 | +| 0.8001 | 26030 | 1.3831 | +| 0.8001 | 26032 | - | +| 0.8004 | 26040 | 1.5556 | +| 0.8007 | 26050 | 1.5006 | +| 0.8010 | 26060 | 1.4939 | +| 0.8013 | 26070 | 1.4663 | +| 0.8016 | 26080 | 1.4080 | +| 0.8019 | 26090 | 1.4388 | +| 0.8022 | 26100 | 1.3920 | +| 0.8025 | 26110 | 1.3956 | +| 0.8028 | 26120 | 1.4467 | +| 0.8031 | 26130 | 1.4446 | +| 0.8035 | 26140 | 1.5307 | +| 0.8038 | 26150 | 1.4544 | +| 0.8041 | 26160 | 1.3793 | +| 0.8044 | 26170 | 1.4527 | +| 0.8047 | 26180 | 1.4531 | +| 0.8050 | 26190 | 1.4665 | +| 0.8053 | 26200 | 1.4642 | +| 0.8056 | 26210 | 1.4451 | +| 0.8059 | 26220 | 1.4449 | +| 0.8062 | 26230 | 1.4140 | +| 0.8065 | 26240 | 1.4420 | +| 0.8068 | 26250 | 1.3808 | +| 0.8071 | 26260 | 1.4903 | +| 0.8074 | 26270 | 1.4542 | +| 0.8078 | 26280 | 1.4381 | +| 0.8081 | 26290 | 1.4190 | +| 0.8084 | 26300 | 1.4942 | +| 0.8087 | 26310 | 1.4605 | +| 0.8090 | 26320 | 1.4274 | +| 0.8093 | 26330 | 1.4566 | +| 0.8096 | 26340 | 1.4427 | +| 0.8099 | 26350 | 1.5120 | +| 0.8102 | 26360 | 1.4483 | +| 0.8105 | 26370 | 1.4967 | +| 0.8108 | 26380 | 1.4667 | +| 0.8111 | 26390 | 1.4422 | +| 0.8114 | 26400 | 1.5088 | +| 0.8117 | 26410 | 1.4807 | +| 0.8121 | 26420 | 1.4608 | +| 0.8124 | 26430 | 1.4616 | +| 0.8127 | 26440 | 1.4398 | +| 0.8130 | 26450 | 1.4955 | +| 0.8133 | 26460 | 1.5162 | +| 0.8136 | 26470 | 1.4600 | +| 0.8139 | 26480 | 1.4266 | +| 0.8142 | 26490 | 1.4754 | +| 0.8145 | 26500 | 1.4915 | +| 0.8148 | 26510 | 1.5021 | +| 0.8151 | 26520 | 1.4842 | +| 0.8154 | 26530 | 1.4304 | +| 0.8157 | 26540 | 1.5307 | +| 0.8161 | 26550 | 1.4433 | +| 0.8164 | 26560 | 1.5262 | +| 0.8167 | 26570 | 1.4447 | +| 0.8170 | 26580 | 1.4650 | +| 0.8173 | 26590 | 1.5108 | +| 0.8176 | 26600 | 1.3932 | +| 0.8179 | 26610 | 1.4759 | +| 0.8182 | 26620 | 1.4572 | +| 0.8185 | 26630 | 1.4702 | +| 0.8188 | 26640 | 1.4549 | +| 0.8191 | 26650 | 1.4084 | +| 0.8194 | 26660 | 1.4908 | +| 0.8197 | 26670 | 1.4767 | +| 0.8200 | 26680 | 1.4714 | +| 0.8204 | 26690 | 1.3912 | +| 0.8207 | 26700 | 1.5122 | +| 0.8210 | 26710 | 1.4929 | +| 0.8213 | 26720 | 1.4879 | +| 0.8216 | 26730 | 1.4332 | +| 0.8219 | 26740 | 1.5027 | +| 0.8222 | 26750 | 1.4757 | +| 0.8225 | 26760 | 1.4803 | +| 0.8228 | 26770 | 1.4096 | +| 0.8231 | 26780 | 1.5067 | +| 0.8234 | 26790 | 1.4519 | +| 0.8237 | 26800 | 1.5007 | +| 0.8240 | 26810 | 1.4477 | +| 0.8244 | 26820 | 1.4633 | +| 0.8247 | 26830 | 1.4657 | +| 0.8250 | 26840 | 1.4626 | +| 0.8253 | 26850 | 1.4773 | +| 0.8256 | 26860 | 1.4587 | +| 0.8259 | 26870 | 1.4840 | +| 0.8262 | 26880 | 1.4459 | +| 0.8265 | 26890 | 1.3910 | +| 0.8268 | 26900 | 1.4868 | +| 0.8271 | 26910 | 1.4440 | +| 0.8274 | 26920 | 1.4995 | +| 0.8277 | 26930 | 1.5073 | +| 0.8280 | 26940 | 1.4537 | +| 0.8283 | 26950 | 1.4723 | +| 0.8287 | 26960 | 1.4857 | +| 0.8290 | 26970 | 1.4822 | +| 0.8293 | 26980 | 1.4390 | +| 0.8296 | 26990 | 1.4569 | +| 0.8299 | 27000 | 1.4132 | +| 0.8302 | 27010 | 1.4460 | +| 0.8305 | 27020 | 1.4936 | +| 0.8308 | 27030 | 1.4791 | +| 0.8311 | 27040 | 1.4329 | +| 0.8314 | 27050 | 1.4487 | +| 0.8317 | 27060 | 1.4531 | +| 0.8320 | 27070 | 1.4358 | +| 0.8323 | 27080 | 1.4535 | +| 0.8326 | 27090 | 1.4317 | +| 0.8330 | 27100 | 1.4214 | +| 0.8333 | 27110 | 1.5803 | +| 0.8336 | 27120 | 1.4803 | +| 0.8339 | 27130 | 1.4536 | +| 0.8342 | 27140 | 1.5298 | +| 0.8345 | 27150 | 1.4960 | +| 0.8348 | 27160 | 1.4364 | +| 0.8351 | 27170 | 1.4674 | +| 0.8354 | 27180 | 1.4787 | +| 0.8357 | 27190 | 1.5195 | +| 0.8360 | 27200 | 1.4608 | +| 0.8363 | 27210 | 1.4717 | +| 0.8366 | 27220 | 1.5058 | +| 0.8370 | 27230 | 1.4457 | +| 0.8373 | 27240 | 1.4719 | +| 0.8376 | 27250 | 1.4321 | +| 0.8379 | 27260 | 1.4962 | +| 0.8382 | 27270 | 1.5089 | +| 0.8385 | 27280 | 1.4140 | +| 0.8388 | 27290 | 1.5025 | +| 0.8391 | 27300 | 1.4584 | +| 0.8394 | 27310 | 1.4516 | +| 0.8397 | 27320 | 1.4423 | +| 0.8400 | 27330 | 1.4480 | +| 0.8403 | 27340 | 1.4014 | +| 0.8406 | 27350 | 1.5105 | +| 0.8409 | 27360 | 1.4973 | +| 0.8413 | 27370 | 1.5072 | +| 0.8416 | 27380 | 1.5635 | +| 0.8419 | 27390 | 1.5194 | +| 0.8422 | 27400 | 1.4930 | +| 0.8425 | 27410 | 1.4380 | +| 0.8428 | 27420 | 1.4289 | +| 0.8431 | 27430 | 1.4787 | +| 0.8434 | 27440 | 1.4390 | +| 0.8437 | 27450 | 1.4954 | +| 0.8440 | 27460 | 1.5092 | +| 0.8443 | 27470 | 1.4520 | +| 0.8446 | 27480 | 1.5491 | +| 0.8449 | 27490 | 1.4498 | +| 0.8453 | 27500 | 1.4374 | +| 0.8456 | 27510 | 1.4341 | +| 0.8459 | 27520 | 1.4117 | +| 0.8462 | 27530 | 1.4004 | +| 0.8465 | 27540 | 1.4845 | +| 0.8468 | 27550 | 1.4127 | +| 0.8471 | 27560 | 1.4352 | +| 0.8474 | 27570 | 1.4139 | +| 0.8477 | 27580 | 1.4209 | +| 0.8480 | 27590 | 1.4859 | +| 0.8483 | 27600 | 1.4832 | +| 0.8486 | 27610 | 1.4782 | +| 0.8489 | 27620 | 1.4555 | +| 0.8492 | 27630 | 1.4367 | +| 0.8496 | 27640 | 1.4518 | +| 0.8499 | 27650 | 1.4005 | +| 0.8501 | 27659 | - | +| 0.8502 | 27660 | 1.5087 | +| 0.8505 | 27670 | 1.4700 | +| 0.8508 | 27680 | 1.4341 | +| 0.8511 | 27690 | 1.4611 | +| 0.8514 | 27700 | 1.4953 | +| 0.8517 | 27710 | 1.4214 | +| 0.8520 | 27720 | 1.4619 | +| 0.8523 | 27730 | 1.5388 | +| 0.8526 | 27740 | 1.4668 | +| 0.8529 | 27750 | 1.4882 | +| 0.8532 | 27760 | 1.4610 | +| 0.8536 | 27770 | 1.4067 | +| 0.8539 | 27780 | 1.4814 | +| 0.8542 | 27790 | 1.4810 | +| 0.8545 | 27800 | 1.4199 | +| 0.8548 | 27810 | 1.4871 | +| 0.8551 | 27820 | 1.4749 | +| 0.8554 | 27830 | 1.5100 | +| 0.8557 | 27840 | 1.4449 | +| 0.8560 | 27850 | 1.3819 | +| 0.8563 | 27860 | 1.4722 | +| 0.8566 | 27870 | 1.4190 | +| 0.8569 | 27880 | 1.4752 | +| 0.8572 | 27890 | 1.4229 | +| 0.8575 | 27900 | 1.5303 | +| 0.8579 | 27910 | 1.4354 | +| 0.8582 | 27920 | 1.5011 | +| 0.8585 | 27930 | 1.4363 | +| 0.8588 | 27940 | 1.4737 | +| 0.8591 | 27950 | 1.4338 | +| 0.8594 | 27960 | 1.4833 | +| 0.8597 | 27970 | 1.4203 | +| 0.8600 | 27980 | 1.4872 | +| 0.8603 | 27990 | 1.4848 | +| 0.8606 | 28000 | 1.4558 | +| 0.8609 | 28010 | 1.4726 | +| 0.8612 | 28020 | 1.5077 | +| 0.8615 | 28030 | 1.4187 | +| 0.8618 | 28040 | 1.5568 | +| 0.8622 | 28050 | 1.4782 | +| 0.8625 | 28060 | 1.4146 | +| 0.8628 | 28070 | 1.3650 | +| 0.8631 | 28080 | 1.5218 | +| 0.8634 | 28090 | 1.4975 | +| 0.8637 | 28100 | 1.4445 | +| 0.8640 | 28110 | 1.5069 | +| 0.8643 | 28120 | 1.4922 | +| 0.8646 | 28130 | 1.4715 | +| 0.8649 | 28140 | 1.4746 | +| 0.8652 | 28150 | 1.4158 | +| 0.8655 | 28160 | 1.4669 | +| 0.8658 | 28170 | 1.4935 | +| 0.8662 | 28180 | 1.5150 | +| 0.8665 | 28190 | 1.4113 | +| 0.8668 | 28200 | 1.4030 | +| 0.8671 | 28210 | 1.4894 | +| 0.8674 | 28220 | 1.4914 | +| 0.8677 | 28230 | 1.4732 | +| 0.8680 | 28240 | 1.4475 | +| 0.8683 | 28250 | 1.4705 | +| 0.8686 | 28260 | 1.5000 | +| 0.8689 | 28270 | 1.4419 | +| 0.8692 | 28280 | 1.4572 | +| 0.8695 | 28290 | 1.4713 | +| 0.8698 | 28300 | 1.4405 | +| 0.8701 | 28310 | 1.4994 | +| 0.8705 | 28320 | 1.4230 | +| 0.8708 | 28330 | 1.4731 | +| 0.8711 | 28340 | 1.5297 | +| 0.8714 | 28350 | 1.4379 | +| 0.8717 | 28360 | 1.4231 | +| 0.8720 | 28370 | 1.5358 | +| 0.8723 | 28380 | 1.4873 | +| 0.8726 | 28390 | 1.4615 | +| 0.8729 | 28400 | 1.4435 | +| 0.8732 | 28410 | 1.4593 | +| 0.8735 | 28420 | 1.4610 | +| 0.8738 | 28430 | 1.4361 | +| 0.8741 | 28440 | 1.4659 | +| 0.8745 | 28450 | 1.4301 | +| 0.8748 | 28460 | 1.4763 | +| 0.8751 | 28470 | 1.4724 | +| 0.8754 | 28480 | 1.4854 | +| 0.8757 | 28490 | 1.4735 | +| 0.8760 | 28500 | 1.4865 | +| 0.8763 | 28510 | 1.4485 | +| 0.8766 | 28520 | 1.5022 | +| 0.8769 | 28530 | 1.4588 | +| 0.8772 | 28540 | 1.4759 | +| 0.8775 | 28550 | 1.4827 | +| 0.8778 | 28560 | 1.4708 | +| 0.8781 | 28570 | 1.5085 | +| 0.8784 | 28580 | 1.4350 | +| 0.8788 | 28590 | 1.4465 | +| 0.8791 | 28600 | 1.4225 | +| 0.8794 | 28610 | 1.4655 | +| 0.8797 | 28620 | 1.4487 | +| 0.8800 | 28630 | 1.4893 | +| 0.8803 | 28640 | 1.4474 | +| 0.8806 | 28650 | 1.4883 | +| 0.8809 | 28660 | 1.4852 | +| 0.8812 | 28670 | 1.4599 | +| 0.8815 | 28680 | 1.4357 | +| 0.8818 | 28690 | 1.4568 | +| 0.8821 | 28700 | 1.5288 | +| 0.8824 | 28710 | 1.4894 | +| 0.8828 | 28720 | 1.4532 | +| 0.8831 | 28730 | 1.4661 | +| 0.8834 | 28740 | 1.4240 | +| 0.8837 | 28750 | 1.4301 | +| 0.8840 | 28760 | 1.5020 | +| 0.8843 | 28770 | 1.3954 | +| 0.8846 | 28780 | 1.4531 | +| 0.8849 | 28790 | 1.4828 | +| 0.8852 | 28800 | 1.3997 | +| 0.8855 | 28810 | 1.4417 | +| 0.8858 | 28820 | 1.4622 | +| 0.8861 | 28830 | 1.4260 | +| 0.8864 | 28840 | 1.5039 | +| 0.8867 | 28850 | 1.4191 | +| 0.8871 | 28860 | 1.4262 | +| 0.8874 | 28870 | 1.4162 | +| 0.8877 | 28880 | 1.4701 | +| 0.8880 | 28890 | 1.4454 | +| 0.8883 | 28900 | 1.4634 | +| 0.8886 | 28910 | 1.4757 | +| 0.8889 | 28920 | 1.4663 | +| 0.8892 | 28930 | 1.5056 | +| 0.8895 | 28940 | 1.5240 | +| 0.8898 | 28950 | 1.4602 | +| 0.8901 | 28960 | 1.4930 | +| 0.8904 | 28970 | 1.4234 | +| 0.8907 | 28980 | 1.4534 | +| 0.8910 | 28990 | 1.4485 | +| 0.8914 | 29000 | 1.4280 | +| 0.8917 | 29010 | 1.4954 | +| 0.8920 | 29020 | 1.5062 | +| 0.8923 | 29030 | 1.5239 | +| 0.8926 | 29040 | 1.4488 | +| 0.8929 | 29050 | 1.4611 | +| 0.8932 | 29060 | 1.4259 | +| 0.8935 | 29070 | 1.5209 | +| 0.8938 | 29080 | 1.4622 | +| 0.8941 | 29090 | 1.5497 | +| 0.8944 | 29100 | 1.4669 | +| 0.8947 | 29110 | 1.4848 | +| 0.8950 | 29120 | 1.4621 | +| 0.8954 | 29130 | 1.4353 | +| 0.8957 | 29140 | 1.4653 | +| 0.8960 | 29150 | 1.4554 | +| 0.8963 | 29160 | 1.4020 | +| 0.8966 | 29170 | 1.4664 | +| 0.8969 | 29180 | 1.4691 | +| 0.8972 | 29190 | 1.5152 | +| 0.8975 | 29200 | 1.4605 | +| 0.8978 | 29210 | 1.4755 | +| 0.8981 | 29220 | 1.4385 | +| 0.8984 | 29230 | 1.5186 | +| 0.8987 | 29240 | 1.4957 | +| 0.8990 | 29250 | 1.5375 | +| 0.8993 | 29260 | 1.4729 | +| 0.8997 | 29270 | 1.4793 | +| 0.9000 | 29280 | 1.5065 | +| 0.9001 | 29286 | - | +| 0.9003 | 29290 | 1.4699 | +| 0.9006 | 29300 | 1.4723 | +| 0.9009 | 29310 | 1.4512 | +| 0.9012 | 29320 | 1.4466 | +| 0.9015 | 29330 | 1.4933 | +| 0.9018 | 29340 | 1.5019 | +| 0.9021 | 29350 | 1.5051 | +| 0.9024 | 29360 | 1.4581 | +| 0.9027 | 29370 | 1.4645 | +| 0.9030 | 29380 | 1.4272 | +| 0.9033 | 29390 | 1.3970 | +| 0.9037 | 29400 | 1.4491 | +| 0.9040 | 29410 | 1.4389 | +| 0.9043 | 29420 | 1.4825 | +| 0.9046 | 29430 | 1.4613 | +| 0.9049 | 29440 | 1.5140 | +| 0.9052 | 29450 | 1.4794 | +| 0.9055 | 29460 | 1.4938 | +| 0.9058 | 29470 | 1.3816 | +| 0.9061 | 29480 | 1.4078 | +| 0.9064 | 29490 | 1.5375 | +| 0.9067 | 29500 | 1.4539 | +| 0.9070 | 29510 | 1.4427 | +| 0.9073 | 29520 | 1.4745 | +| 0.9076 | 29530 | 1.4744 | +| 0.9080 | 29540 | 1.4391 | +| 0.9083 | 29550 | 1.4386 | +| 0.9086 | 29560 | 1.4299 | +| 0.9089 | 29570 | 1.4565 | +| 0.9092 | 29580 | 1.4124 | +| 0.9095 | 29590 | 1.4349 | +| 0.9098 | 29600 | 1.4290 | +| 0.9101 | 29610 | 1.4751 | +| 0.9104 | 29620 | 1.4297 | +| 0.9107 | 29630 | 1.5062 | +| 0.9110 | 29640 | 1.5106 | +| 0.9113 | 29650 | 1.4636 | +| 0.9116 | 29660 | 1.4483 | +| 0.9119 | 29670 | 1.4515 | +| 0.9123 | 29680 | 1.4236 | +| 0.9126 | 29690 | 1.4902 | +| 0.9129 | 29700 | 1.4801 | +| 0.9132 | 29710 | 1.5076 | +| 0.9135 | 29720 | 1.5028 | +| 0.9138 | 29730 | 1.4527 | +| 0.9141 | 29740 | 1.3886 | +| 0.9144 | 29750 | 1.4879 | +| 0.9147 | 29760 | 1.4974 | +| 0.9150 | 29770 | 1.4055 | +| 0.9153 | 29780 | 1.4339 | +| 0.9156 | 29790 | 1.4965 | +| 0.9159 | 29800 | 1.4325 | +| 0.9163 | 29810 | 1.4448 | +| 0.9166 | 29820 | 1.4699 | +| 0.9169 | 29830 | 1.4686 | +| 0.9172 | 29840 | 1.4604 | +| 0.9175 | 29850 | 1.4451 | +| 0.9178 | 29860 | 1.4569 | +| 0.9181 | 29870 | 1.4439 | +| 0.9184 | 29880 | 1.4181 | +| 0.9187 | 29890 | 1.4370 | +| 0.9190 | 29900 | 1.4777 | +| 0.9193 | 29910 | 1.4229 | +| 0.9196 | 29920 | 1.4720 | +| 0.9199 | 29930 | 1.4773 | +| 0.9202 | 29940 | 1.5077 | +| 0.9206 | 29950 | 1.5110 | +| 0.9209 | 29960 | 1.4435 | +| 0.9212 | 29970 | 1.4235 | +| 0.9215 | 29980 | 1.4154 | +| 0.9218 | 29990 | 1.4162 | +| 0.9221 | 30000 | 1.4457 | +| 0.9224 | 30010 | 1.4912 | +| 0.9227 | 30020 | 1.4524 | +| 0.9230 | 30030 | 1.4683 | +| 0.9233 | 30040 | 1.5081 | +| 0.9236 | 30050 | 1.4889 | +| 0.9239 | 30060 | 1.5105 | +| 0.9242 | 30070 | 1.4502 | +| 0.9246 | 30080 | 1.4453 | +| 0.9249 | 30090 | 1.4826 | +| 0.9252 | 30100 | 1.5539 | +| 0.9255 | 30110 | 1.4729 | +| 0.9258 | 30120 | 1.4492 | +| 0.9261 | 30130 | 1.4363 | +| 0.9264 | 30140 | 1.4299 | +| 0.9267 | 30150 | 1.3948 | +| 0.9270 | 30160 | 1.4467 | +| 0.9273 | 30170 | 1.4328 | +| 0.9276 | 30180 | 1.4467 | +| 0.9279 | 30190 | 1.5032 | +| 0.9282 | 30200 | 1.4617 | +| 0.9285 | 30210 | 1.4586 | +| 0.9289 | 30220 | 1.5020 | +| 0.9292 | 30230 | 1.4249 | +| 0.9295 | 30240 | 1.4856 | +| 0.9298 | 30250 | 1.4633 | +| 0.9301 | 30260 | 1.4962 | +| 0.9304 | 30270 | 1.4081 | +| 0.9307 | 30280 | 1.4777 | +| 0.9310 | 30290 | 1.4382 | +| 0.9313 | 30300 | 1.4238 | +| 0.9316 | 30310 | 1.4994 | +| 0.9319 | 30320 | 1.4945 | +| 0.9322 | 30330 | 1.4464 | +| 0.9325 | 30340 | 1.4709 | +| 0.9329 | 30350 | 1.4675 | +| 0.9332 | 30360 | 1.4225 | +| 0.9335 | 30370 | 1.4567 | +| 0.9338 | 30380 | 1.4716 | +| 0.9341 | 30390 | 1.4594 | +| 0.9344 | 30400 | 1.4303 | +| 0.9347 | 30410 | 1.4484 | +| 0.9350 | 30420 | 1.4562 | +| 0.9353 | 30430 | 1.4923 | +| 0.9356 | 30440 | 1.5520 | +| 0.9359 | 30450 | 1.4809 | +| 0.9362 | 30460 | 1.4619 | +| 0.9365 | 30470 | 1.4221 | +| 0.9368 | 30480 | 1.4287 | +| 0.9372 | 30490 | 1.4529 | +| 0.9375 | 30500 | 1.4738 | +| 0.9378 | 30510 | 1.4738 | +| 0.9381 | 30520 | 1.4791 | +| 0.9384 | 30530 | 1.4662 | +| 0.9387 | 30540 | 1.5077 | +| 0.9390 | 30550 | 1.4488 | +| 0.9393 | 30560 | 1.4172 | +| 0.9396 | 30570 | 1.4508 | +| 0.9399 | 30580 | 1.4366 | +| 0.9402 | 30590 | 1.4665 | +| 0.9405 | 30600 | 1.4594 | +| 0.9408 | 30610 | 1.5197 | +| 0.9411 | 30620 | 1.4464 | +| 0.9415 | 30630 | 1.4294 | +| 0.9418 | 30640 | 1.4070 | +| 0.9421 | 30650 | 1.4990 | +| 0.9424 | 30660 | 1.4189 | +| 0.9427 | 30670 | 1.4382 | +| 0.9430 | 30680 | 1.4766 | +| 0.9433 | 30690 | 1.4122 | +| 0.9436 | 30700 | 1.4428 | +| 0.9439 | 30710 | 1.4955 | +| 0.9442 | 30720 | 1.5299 | +| 0.9445 | 30730 | 1.5166 | +| 0.9448 | 30740 | 1.5160 | +| 0.9451 | 30750 | 1.4477 | +| 0.9455 | 30760 | 1.4345 | +| 0.9458 | 30770 | 1.4670 | +| 0.9461 | 30780 | 1.4396 | +| 0.9464 | 30790 | 1.4144 | +| 0.9467 | 30800 | 1.4552 | +| 0.9470 | 30810 | 1.4620 | +| 0.9473 | 30820 | 1.4642 | +| 0.9476 | 30830 | 1.3883 | +| 0.9479 | 30840 | 1.4361 | +| 0.9482 | 30850 | 1.3930 | +| 0.9485 | 30860 | 1.4344 | +| 0.9488 | 30870 | 1.5098 | +| 0.9491 | 30880 | 1.5027 | +| 0.9494 | 30890 | 1.4712 | +| 0.9498 | 30900 | 1.5212 | +| 0.9501 | 30910 | 1.4739 | +| 0.9502 | 30913 | - | +| 0.9504 | 30920 | 1.4433 | +| 0.9507 | 30930 | 1.4753 | +| 0.9510 | 30940 | 1.4816 | +| 0.9513 | 30950 | 1.5088 | +| 0.9516 | 30960 | 1.4437 | +| 0.9519 | 30970 | 1.5110 | +| 0.9522 | 30980 | 1.4402 | +| 0.9525 | 30990 | 1.5172 | +| 0.9528 | 31000 | 1.4265 | +| 0.9531 | 31010 | 1.4982 | +| 0.9534 | 31020 | 1.4192 | +| 0.9538 | 31030 | 1.4442 | +| 0.9541 | 31040 | 1.4706 | +| 0.9544 | 31050 | 1.4516 | +| 0.9547 | 31060 | 1.5123 | +| 0.9550 | 31070 | 1.4578 | +| 0.9553 | 31080 | 1.4804 | +| 0.9556 | 31090 | 1.4260 | +| 0.9559 | 31100 | 1.4215 | +| 0.9562 | 31110 | 1.4501 | +| 0.9565 | 31120 | 1.4858 | +| 0.9568 | 31130 | 1.4700 | +| 0.9571 | 31140 | 1.5564 | +| 0.9574 | 31150 | 1.4345 | +| 0.9577 | 31160 | 1.4676 | +| 0.9581 | 31170 | 1.4719 | +| 0.9584 | 31180 | 1.4916 | +| 0.9587 | 31190 | 1.4322 | +| 0.9590 | 31200 | 1.4294 | +| 0.9593 | 31210 | 1.4218 | +| 0.9596 | 31220 | 1.4603 | +| 0.9599 | 31230 | 1.4697 | +| 0.9602 | 31240 | 1.4845 | +| 0.9605 | 31250 | 1.4842 | +| 0.9608 | 31260 | 1.4471 | +| 0.9611 | 31270 | 1.4964 | +| 0.9614 | 31280 | 1.4680 | +| 0.9617 | 31290 | 1.4757 | +| 0.9621 | 31300 | 1.4477 | +| 0.9624 | 31310 | 1.4579 | +| 0.9627 | 31320 | 1.4674 | +| 0.9630 | 31330 | 1.5631 | +| 0.9633 | 31340 | 1.4725 | +| 0.9636 | 31350 | 1.3807 | +| 0.9639 | 31360 | 1.4788 | +| 0.9642 | 31370 | 1.4644 | +| 0.9645 | 31380 | 1.4892 | +| 0.9648 | 31390 | 1.4462 | +| 0.9651 | 31400 | 1.4550 | +| 0.9654 | 31410 | 1.4989 | +| 0.9657 | 31420 | 1.4724 | +| 0.9660 | 31430 | 1.4970 | +| 0.9664 | 31440 | 1.4975 | +| 0.9667 | 31450 | 1.4609 | +| 0.9670 | 31460 | 1.5018 | +| 0.9673 | 31470 | 1.4801 | +| 0.9676 | 31480 | 1.4672 | +| 0.9679 | 31490 | 1.4760 | +| 0.9682 | 31500 | 1.4539 | +| 0.9685 | 31510 | 1.4326 | +| 0.9688 | 31520 | 1.4490 | +| 0.9691 | 31530 | 1.4792 | +| 0.9694 | 31540 | 1.4575 | +| 0.9697 | 31550 | 1.4495 | +| 0.9700 | 31560 | 1.3967 | +| 0.9703 | 31570 | 1.4753 | +| 0.9707 | 31580 | 1.4620 | +| 0.9710 | 31590 | 1.4190 | +| 0.9713 | 31600 | 1.4591 | +| 0.9716 | 31610 | 1.4759 | +| 0.9719 | 31620 | 1.5031 | +| 0.9722 | 31630 | 1.5049 | +| 0.9725 | 31640 | 1.4556 | +| 0.9728 | 31650 | 1.4268 | +| 0.9731 | 31660 | 1.4518 | +| 0.9734 | 31670 | 1.4843 | +| 0.9737 | 31680 | 1.4446 | +| 0.9740 | 31690 | 1.4770 | +| 0.9743 | 31700 | 1.4612 | +| 0.9747 | 31710 | 1.4598 | +| 0.9750 | 31720 | 1.4684 | +| 0.9753 | 31730 | 1.5089 | +| 0.9756 | 31740 | 1.4884 | +| 0.9759 | 31750 | 1.4253 | +| 0.9762 | 31760 | 1.4259 | +| 0.9765 | 31770 | 1.5492 | +| 0.9768 | 31780 | 1.5019 | +| 0.9771 | 31790 | 1.4449 | +| 0.9774 | 31800 | 1.4867 | +| 0.9777 | 31810 | 1.4242 | +| 0.9780 | 31820 | 1.4409 | +| 0.9783 | 31830 | 1.4337 | +| 0.9786 | 31840 | 1.4763 | +| 0.9790 | 31850 | 1.3970 | +| 0.9793 | 31860 | 1.4622 | +| 0.9796 | 31870 | 1.5086 | +| 0.9799 | 31880 | 1.4418 | +| 0.9802 | 31890 | 1.4726 | +| 0.9805 | 31900 | 1.4603 | +| 0.9808 | 31910 | 1.4439 | +| 0.9811 | 31920 | 1.4698 | +| 0.9814 | 31930 | 1.4291 | +| 0.9817 | 31940 | 1.4560 | +| 0.9820 | 31950 | 1.4472 | +| 0.9823 | 31960 | 1.5558 | +| 0.9826 | 31970 | 1.3882 | +| 0.9830 | 31980 | 1.4975 | +| 0.9833 | 31990 | 1.4528 | +| 0.9836 | 32000 | 1.4837 | +| 0.9839 | 32010 | 1.5296 | +| 0.9842 | 32020 | 1.5312 | +| 0.9845 | 32030 | 1.4589 | +| 0.9848 | 32040 | 1.4348 | +| 0.9851 | 32050 | 1.4530 | +| 0.9854 | 32060 | 1.4860 | +| 0.9857 | 32070 | 1.4103 | +| 0.9860 | 32080 | 1.4530 | +| 0.9863 | 32090 | 1.4641 | +| 0.9866 | 32100 | 1.4535 | +| 0.9869 | 32110 | 1.4434 | +| 0.9873 | 32120 | 1.4726 | +| 0.9876 | 32130 | 1.5119 | +| 0.9879 | 32140 | 1.3976 | +| 0.9882 | 32150 | 1.4446 | +| 0.9885 | 32160 | 1.5104 | +| 0.9888 | 32170 | 1.4627 | +| 0.9891 | 32180 | 1.4420 | +| 0.9894 | 32190 | 1.4092 | +| 0.9897 | 32200 | 1.4716 | +| 0.9900 | 32210 | 1.4489 | +| 0.9903 | 32220 | 1.4204 | +| 0.9906 | 32230 | 1.4229 | +| 0.9909 | 32240 | 1.4707 | +| 0.9912 | 32250 | 1.4975 | +| 0.9916 | 32260 | 1.4519 | +| 0.9919 | 32270 | 1.4616 | +| 0.9922 | 32280 | 1.4564 | +| 0.9925 | 32290 | 1.4516 | +| 0.9928 | 32300 | 1.4370 | +| 0.9931 | 32310 | 1.4845 | +| 0.9934 | 32320 | 1.4750 | +| 0.9937 | 32330 | 1.4723 | +| 0.9940 | 32340 | 1.4497 | +| 0.9943 | 32350 | 1.4277 | +| 0.9946 | 32360 | 1.4732 | +| 0.9949 | 32370 | 1.4615 | +| 0.9952 | 32380 | 1.4576 | +| 0.9956 | 32390 | 1.4351 | +| 0.9959 | 32400 | 1.3867 | +| 0.9962 | 32410 | 1.4621 | +| 0.9965 | 32420 | 1.4005 | +| 0.9968 | 32430 | 1.5045 | +| 0.9971 | 32440 | 1.4526 | +| 0.9974 | 32450 | 1.4770 | +| 0.9977 | 32460 | 1.4905 | +| 0.9980 | 32470 | 1.5015 | +| 0.9983 | 32480 | 1.4458 | +| 0.9986 | 32490 | 1.4910 | +| 0.9989 | 32500 | 1.4999 | +| 0.9992 | 32510 | 1.4428 | +| 0.9995 | 32520 | 1.4392 | +| 0.9999 | 32530 | 1.4844 | +| 1.0 | 32535 | - | + +
+ +### Training Time +- **Training**: 3.9 days +- **Evaluation**: 3.7 hours +- **Total**: 4.0 days + +### Framework Versions +- Python: 3.10.12 +- Sentence Transformers: 5.6.1 +- Transformers: 5.14.1 +- PyTorch: 2.8.0+cu128 +- Accelerate: 1.14.0 +- Datasets: 5.0.1 +- Tokenizers: 0.22.2 + +## Additional Resources + +- [Training and Finetuning Reranker Models with Sentence Transformers](https://huggingface.co/blog/train-reranker): the end-to-end guide for training or finetuning Cross Encoder (reranker) models. +- [Multimodal Embedding & Reranker Models with Sentence Transformers](https://huggingface.co/blog/multimodal-sentence-transformers): use text, image, audio, and video reranker models through the same API. +- [Training and Finetuning Multimodal Embedding & Reranker Models with Sentence Transformers](https://huggingface.co/blog/train-multimodal-sentence-transformers): training multimodal Cross Encoders. + +## Citation + +### BibTeX + +#### Sentence Transformers +```bibtex +@inproceedings{reimers-2019-sentence-bert, + title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks", + author = "Reimers, Nils and Gurevych, Iryna", + booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing", + month = "11", + year = "2019", + publisher = "Association for Computational Linguistics", + url = "https://arxiv.org/abs/1908.10084", +} +``` + + + + + + \ No newline at end of file