| { |
| "timestamp": "2024-12-15 14:19:45", |
| "model_path": "./uie_base/xusenlin/uie-base/onnx/model_fp16.onnx", |
| "model_info": { |
| "onnx": "./uie_base/xusenlin/uie-base/onnx/model_fp16.onnx", |
| "pytorch": "xusenlin/uie-base" |
| }, |
| "test_results": [ |
| { |
| "case_name": "实体抽取", |
| "input": { |
| "text": "立冬过后小雪来,但小雪时节却无雪,这让最喜欢雪夜温酒读禁书的世子殿下很遗憾。\n\n 白狐儿脸已经在听潮亭一楼呆了半旬,入定入魔,这份毅力让吃不了苦的徐凤年自惭形秽,但这不耽误徐凤年在王府上找乐子。\n\n 花魁鱼幼薇安定下来,住在一个一夜间被植入棠蕉两种植物的幽静院子,白猫武媚娘似乎很满意新窝,又胖了几分。\n\n 徐凤年给鱼幼薇送去了最上等的貂裘,最精美的食物,但始终没有再度临幸她的凝脂美玉,刻意生疏,那个圆滚滚的禄球儿说得对,养人跟养鹰是一个理儿,得慢慢调教,快了容易失去灵气,慢了就不乖巧。\n 这世上敢这么调戏世子殿下的,明摆着就只有大柱国长女徐脂虎了。\n\n 姐弟两个从小就关系极好,她出嫁前,徐凤年到了十二三岁还被她拉着同床共枕,如果说天下间北凉王徐骁是最护短徐凤年的,徐龙象是最听话的,那徐脂虎绝对是最宠溺欢喜徐凤年的。\n\n 一得到父王书信说弟弟回城,徐脂虎立即就马不停蹄带着一群豪奴恶仆赶回娘家。\n\n", |
| "schema": [ |
| "人名", |
| "时间", |
| "地点", |
| "饰品" |
| ] |
| }, |
| "outputs": { |
| "onnx": [ |
| { |
| "人名": [ |
| { |
| "text": "徐凤年", |
| "start": 76.0, |
| "end": 79.0, |
| "probability": 0.9734153300214103 |
| }, |
| { |
| "text": "徐脂虎", |
| "start": 284.0, |
| "end": 287.0, |
| "probability": 0.977874454327079 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 346.0, |
| "end": 349.0, |
| "probability": 0.9519458791550761 |
| }, |
| { |
| "text": "徐骁", |
| "start": 340.0, |
| "end": 342.0, |
| "probability": 0.9722451064385211 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 312.0, |
| "end": 315.0, |
| "probability": 0.9478657699871214 |
| }, |
| { |
| "text": "徐脂虎", |
| "start": 361.0, |
| "end": 364.0, |
| "probability": 0.9789169051413857 |
| }, |
| { |
| "text": "徐脂虎", |
| "start": 396.0, |
| "end": 399.0, |
| "probability": 0.9701647997775922 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 372.0, |
| "end": 375.0, |
| "probability": 0.9323382975404115 |
| }, |
| { |
| "text": "王", |
| "start": 387.0, |
| "end": 388.0, |
| "probability": 0.5895737007551531 |
| }, |
| { |
| "text": "鱼幼薇", |
| "start": 167.0, |
| "end": 170.0, |
| "probability": 0.894556804380116 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 163.0, |
| "end": 166.0, |
| "probability": 0.9348918167083013 |
| }, |
| { |
| "text": "鱼幼薇", |
| "start": 108.0, |
| "end": 111.0, |
| "probability": 0.7981717829580433 |
| }, |
| { |
| "text": "武媚娘", |
| "start": 140.0, |
| "end": 143.0, |
| "probability": 0.5757094842778514 |
| }, |
| { |
| "text": "徐龙象", |
| "start": 351.0, |
| "end": 354.0, |
| "probability": 0.8924126757258222 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 89.0, |
| "end": 92.0, |
| "probability": 0.9204391283800426 |
| } |
| ], |
| "饰品": [ |
| { |
| "text": "凝脂美玉", |
| "start": 198.0, |
| "end": 202.0, |
| "probability": 0.5377234647750875 |
| } |
| ] |
| } |
| ], |
| "pytorch": [ |
| { |
| "人名": [ |
| { |
| "text": "徐凤年", |
| "start": 163.0, |
| "end": 166.0, |
| "probability": 0.9347324967384338 |
| }, |
| { |
| "text": "徐龙象", |
| "start": 351.0, |
| "end": 354.0, |
| "probability": 0.8920297622680664 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 76.0, |
| "end": 79.0, |
| "probability": 0.9734014272689819 |
| }, |
| { |
| "text": "鱼幼薇", |
| "start": 108.0, |
| "end": 111.0, |
| "probability": 0.7986579537391663 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 312.0, |
| "end": 315.0, |
| "probability": 0.947639524936676 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 346.0, |
| "end": 349.0, |
| "probability": 0.9518017172813416 |
| }, |
| { |
| "text": "鱼幼薇", |
| "start": 167.0, |
| "end": 170.0, |
| "probability": 0.8946396708488464 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 372.0, |
| "end": 375.0, |
| "probability": 0.9319543838500977 |
| }, |
| { |
| "text": "王", |
| "start": 387.0, |
| "end": 388.0, |
| "probability": 0.5893056392669678 |
| }, |
| { |
| "text": "徐脂虎", |
| "start": 396.0, |
| "end": 399.0, |
| "probability": 0.9700623750686646 |
| }, |
| { |
| "text": "徐脂虎", |
| "start": 361.0, |
| "end": 364.0, |
| "probability": 0.9788591265678406 |
| }, |
| { |
| "text": "徐脂虎", |
| "start": 284.0, |
| "end": 287.0, |
| "probability": 0.9778398275375366 |
| }, |
| { |
| "text": "徐骁", |
| "start": 340.0, |
| "end": 342.0, |
| "probability": 0.9721871018409729 |
| }, |
| { |
| "text": "徐凤年", |
| "start": 89.0, |
| "end": 92.0, |
| "probability": 0.9202938675880432 |
| }, |
| { |
| "text": "武媚娘", |
| "start": 140.0, |
| "end": 143.0, |
| "probability": 0.5761253833770752 |
| } |
| ], |
| "饰品": [ |
| { |
| "text": "凝脂美玉", |
| "start": 198.0, |
| "end": 202.0, |
| "probability": 0.5364798307418823 |
| } |
| ] |
| } |
| ], |
| "matches": false, |
| "probability_diffs": [ |
| { |
| "path": "[0].人名[0].probability", |
| "onnx": 0.9734153300214103, |
| "pytorch": 0.9347324967384338, |
| "diff": 0.0386828332829765 |
| }, |
| { |
| "path": "[0].人名[1].probability", |
| "onnx": 0.977874454327079, |
| "pytorch": 0.8920297622680664, |
| "diff": 0.08584469205901257 |
| }, |
| { |
| "path": "[0].人名[2].probability", |
| "onnx": 0.9519458791550761, |
| "pytorch": 0.9734014272689819, |
| "diff": 0.02145554811390582 |
| }, |
| { |
| "path": "[0].人名[3].probability", |
| "onnx": 0.9722451064385211, |
| "pytorch": 0.7986579537391663, |
| "diff": 0.17358715269935487 |
| }, |
| { |
| "path": "[0].人名[4].probability", |
| "onnx": 0.9478657699871214, |
| "pytorch": 0.947639524936676, |
| "diff": 0.0002262450504453284 |
| }, |
| { |
| "path": "[0].人名[5].probability", |
| "onnx": 0.9789169051413857, |
| "pytorch": 0.9518017172813416, |
| "diff": 0.027115187860044188 |
| }, |
| { |
| "path": "[0].人名[6].probability", |
| "onnx": 0.9701647997775922, |
| "pytorch": 0.8946396708488464, |
| "diff": 0.07552512892874574 |
| }, |
| { |
| "path": "[0].人名[7].probability", |
| "onnx": 0.9323382975404115, |
| "pytorch": 0.9319543838500977, |
| "diff": 0.0003839136903138751 |
| }, |
| { |
| "path": "[0].人名[8].probability", |
| "onnx": 0.5895737007551531, |
| "pytorch": 0.5893056392669678, |
| "diff": 0.0002680614881853671 |
| }, |
| { |
| "path": "[0].人名[9].probability", |
| "onnx": 0.894556804380116, |
| "pytorch": 0.9700623750686646, |
| "diff": 0.07550557068854857 |
| }, |
| { |
| "path": "[0].人名[10].probability", |
| "onnx": 0.9348918167083013, |
| "pytorch": 0.9788591265678406, |
| "diff": 0.04396730985953923 |
| }, |
| { |
| "path": "[0].人名[11].probability", |
| "onnx": 0.7981717829580433, |
| "pytorch": 0.9778398275375366, |
| "diff": 0.17966804457949337 |
| }, |
| { |
| "path": "[0].人名[12].probability", |
| "onnx": 0.5757094842778514, |
| "pytorch": 0.9721871018409729, |
| "diff": 0.3964776175631215 |
| }, |
| { |
| "path": "[0].人名[13].probability", |
| "onnx": 0.8924126757258222, |
| "pytorch": 0.9202938675880432, |
| "diff": 0.027881191862221044 |
| }, |
| { |
| "path": "[0].人名[14].probability", |
| "onnx": 0.9204391283800426, |
| "pytorch": 0.5761253833770752, |
| "diff": 0.3443137450029674 |
| }, |
| { |
| "path": "[0].饰品[0].probability", |
| "onnx": 0.5377234647750875, |
| "pytorch": 0.5364798307418823, |
| "diff": 0.0012436340332051543 |
| } |
| ], |
| "max_probability_diff": 0.3964776175631215 |
| } |
| }, |
| { |
| "case_name": "实体抽取", |
| "input": { |
| "text": "2月8日上午北京冬奥会自由式滑雪女子大跳台决赛中中国选手谷爱凌以188.25分获得金牌", |
| "schema": [ |
| "时间", |
| "选手", |
| "赛事名称" |
| ] |
| }, |
| "outputs": { |
| "onnx": [ |
| { |
| "时间": [ |
| { |
| "text": "2月8日上午", |
| "start": 0.0, |
| "end": 6.0, |
| "probability": 0.98412900742278 |
| } |
| ], |
| "选手": [ |
| { |
| "text": "谷爱凌", |
| "start": 28.0, |
| "end": 31.0, |
| "probability": 0.948812334341909 |
| } |
| ], |
| "赛事名称": [ |
| { |
| "text": "北京冬奥会自由式滑雪女子大跳台决赛", |
| "start": 6.0, |
| "end": 23.0, |
| "probability": 0.8410896860125945 |
| } |
| ] |
| } |
| ], |
| "pytorch": [ |
| { |
| "时间": [ |
| { |
| "text": "2月8日上午", |
| "start": 0.0, |
| "end": 6.0, |
| "probability": 0.9841681718826294 |
| } |
| ], |
| "选手": [ |
| { |
| "text": "谷爱凌", |
| "start": 28.0, |
| "end": 31.0, |
| "probability": 0.9488540291786194 |
| } |
| ], |
| "赛事名称": [ |
| { |
| "text": "北京冬奥会自由式滑雪女子大跳台决赛", |
| "start": 6.0, |
| "end": 23.0, |
| "probability": 0.8410930037498474 |
| } |
| ] |
| } |
| ], |
| "matches": false, |
| "probability_diffs": [ |
| { |
| "path": "[0].时间[0].probability", |
| "onnx": 0.98412900742278, |
| "pytorch": 0.9841681718826294, |
| "diff": 3.9164459849416744e-05 |
| }, |
| { |
| "path": "[0].选手[0].probability", |
| "onnx": 0.948812334341909, |
| "pytorch": 0.9488540291786194, |
| "diff": 4.169483671034868e-05 |
| }, |
| { |
| "path": "[0].赛事名称[0].probability", |
| "onnx": 0.8410896860125945, |
| "pytorch": 0.8410930037498474, |
| "diff": 3.3177372529280547e-06 |
| } |
| ], |
| "max_probability_diff": 4.169483671034868e-05 |
| } |
| }, |
| { |
| "case_name": "关系抽取", |
| "input": { |
| "text": "2022语言与智能技术竞赛由中国中文信息学会和中国计算机学会联合主办,百度公司、中国中文信息学会评测工作委员会和中国计算机学会自然语言处理专委会承办,已连续举办4届,成为全球最热门的中文NLP赛事之一。", |
| "schema": { |
| "竞赛名称": [ |
| "主办方", |
| "承办方", |
| "已举办次数" |
| ] |
| } |
| }, |
| "outputs": { |
| "onnx": [ |
| { |
| "竞赛名称": [ |
| { |
| "text": "2022语言与智能技术竞赛", |
| "start": 0.0, |
| "end": 13.0, |
| "probability": 0.7823843082569226, |
| "relations": { |
| "主办方": [ |
| { |
| "text": "中国中文信息学会", |
| "start": 14.0, |
| "end": 22.0, |
| "probability": 0.8419661941400491 |
| }, |
| { |
| "text": "中国计算机学会", |
| "start": 23.0, |
| "end": 30.0, |
| "probability": 0.7578377954284861 |
| } |
| ], |
| "承办方": [ |
| { |
| "text": "中国中文信息学会评测工作委员会", |
| "start": 40.0, |
| "end": 55.0, |
| "probability": 0.7001135169948149 |
| }, |
| { |
| "text": "中国计算机学会自然语言处理专委会", |
| "start": 56.0, |
| "end": 72.0, |
| "probability": 0.6193604266328165 |
| }, |
| { |
| "text": "百度公司", |
| "start": 35.0, |
| "end": 39.0, |
| "probability": 0.8291344432635412 |
| } |
| ], |
| "已举办次数": [ |
| { |
| "text": "4届", |
| "start": 80.0, |
| "end": 82.0, |
| "probability": 0.4672039099420573 |
| } |
| ] |
| } |
| } |
| ] |
| } |
| ], |
| "pytorch": [ |
| { |
| "竞赛名称": [ |
| { |
| "text": "2022语言与智能技术竞赛", |
| "start": 0.0, |
| "end": 13.0, |
| "probability": 0.7825390696525574, |
| "relations": { |
| "主办方": [ |
| { |
| "text": "中国中文信息学会", |
| "start": 14.0, |
| "end": 22.0, |
| "probability": 0.8421703577041626 |
| }, |
| { |
| "text": "中国计算机学会", |
| "start": 23.0, |
| "end": 30.0, |
| "probability": 0.7580800652503967 |
| } |
| ], |
| "承办方": [ |
| { |
| "text": "中国计算机学会自然语言处理专委会", |
| "start": 56.0, |
| "end": 72.0, |
| "probability": 0.6193482875823975 |
| }, |
| { |
| "text": "百度公司", |
| "start": 35.0, |
| "end": 39.0, |
| "probability": 0.8292697668075562 |
| }, |
| { |
| "text": "中国中文信息学会评测工作委员会", |
| "start": 40.0, |
| "end": 55.0, |
| "probability": 0.7000494003295898 |
| } |
| ], |
| "已举办次数": [ |
| { |
| "text": "4届", |
| "start": 80.0, |
| "end": 82.0, |
| "probability": 0.46712979674339294 |
| } |
| ] |
| } |
| } |
| ] |
| } |
| ], |
| "matches": false, |
| "probability_diffs": [ |
| { |
| "path": "[0].竞赛名称[0].probability", |
| "onnx": 0.7823843082569226, |
| "pytorch": 0.7825390696525574, |
| "diff": 0.00015476139563475044 |
| }, |
| { |
| "path": "[0].竞赛名称[0].relations.主办方[0].probability", |
| "onnx": 0.8419661941400491, |
| "pytorch": 0.8421703577041626, |
| "diff": 0.0002041635641134576 |
| }, |
| { |
| "path": "[0].竞赛名称[0].relations.主办方[1].probability", |
| "onnx": 0.7578377954284861, |
| "pytorch": 0.7580800652503967, |
| "diff": 0.00024226982191066782 |
| }, |
| { |
| "path": "[0].竞赛名称[0].relations.承办方[0].probability", |
| "onnx": 0.7001135169948149, |
| "pytorch": 0.6193482875823975, |
| "diff": 0.08076522941241748 |
| }, |
| { |
| "path": "[0].竞赛名称[0].relations.承办方[1].probability", |
| "onnx": 0.6193604266328165, |
| "pytorch": 0.8292697668075562, |
| "diff": 0.2099093401747396 |
| }, |
| { |
| "path": "[0].竞赛名称[0].relations.承办方[2].probability", |
| "onnx": 0.8291344432635412, |
| "pytorch": 0.7000494003295898, |
| "diff": 0.1290850429339514 |
| }, |
| { |
| "path": "[0].竞赛名称[0].relations.已举办次数[0].probability", |
| "onnx": 0.4672039099420573, |
| "pytorch": 0.46712979674339294, |
| "diff": 7.411319866434951e-05 |
| } |
| ], |
| "max_probability_diff": 0.2099093401747396 |
| } |
| }, |
| { |
| "case_name": "事件抽取", |
| "input": { |
| "text": "中国地震台网正式测定:5月16日06时08分在云南临沧市凤庆县(北纬24.34度,东经99.98度)发生3.5级地震,震源深度10千米。", |
| "schema": { |
| "地震触发词": [ |
| "地震强度", |
| "时间", |
| "震中位置", |
| "震源深度" |
| ] |
| } |
| }, |
| "outputs": { |
| "onnx": [ |
| { |
| "地震触发词": [ |
| { |
| "text": "地震", |
| "start": 56.0, |
| "end": 58.0, |
| "probability": 0.997742496069165, |
| "relations": { |
| "地震强度": [ |
| { |
| "text": "3.5级", |
| "start": 52.0, |
| "end": 56.0, |
| "probability": 0.9980807537133956 |
| } |
| ], |
| "时间": [ |
| { |
| "text": "5月16日06时08分", |
| "start": 11.0, |
| "end": 22.0, |
| "probability": 0.9852992667393039 |
| } |
| ], |
| "震中位置": [ |
| { |
| "text": "云南临沧市凤庆县(北纬24.34度,东经99.98度)", |
| "start": 23.0, |
| "end": 50.0, |
| "probability": 0.7874488113591553 |
| } |
| ], |
| "震源深度": [ |
| { |
| "text": "10千米", |
| "start": 63.0, |
| "end": 67.0, |
| "probability": 0.9937999405099731 |
| } |
| ] |
| } |
| } |
| ] |
| } |
| ], |
| "pytorch": [ |
| { |
| "地震触发词": [ |
| { |
| "text": "地震", |
| "start": 56.0, |
| "end": 58.0, |
| "probability": 0.9977425336837769, |
| "relations": { |
| "地震强度": [ |
| { |
| "text": "3.5级", |
| "start": 52.0, |
| "end": 56.0, |
| "probability": 0.9980801939964294 |
| } |
| ], |
| "时间": [ |
| { |
| "text": "5月16日06时08分", |
| "start": 11.0, |
| "end": 22.0, |
| "probability": 0.9853299856185913 |
| } |
| ], |
| "震中位置": [ |
| { |
| "text": "云南临沧市凤庆县(北纬24.34度,东经99.98度)", |
| "start": 23.0, |
| "end": 50.0, |
| "probability": 0.7874014973640442 |
| } |
| ], |
| "震源深度": [ |
| { |
| "text": "10千米", |
| "start": 63.0, |
| "end": 67.0, |
| "probability": 0.9937973022460938 |
| } |
| ] |
| } |
| } |
| ] |
| } |
| ], |
| "matches": false, |
| "probability_diffs": [ |
| { |
| "path": "[0].地震触发词[0].probability", |
| "onnx": 0.997742496069165, |
| "pytorch": 0.9977425336837769, |
| "diff": 3.761461186968518e-08 |
| }, |
| { |
| "path": "[0].地震触发词[0].relations.地震强度[0].probability", |
| "onnx": 0.9980807537133956, |
| "pytorch": 0.9980801939964294, |
| "diff": 5.597169661086809e-07 |
| }, |
| { |
| "path": "[0].地震触发词[0].relations.时间[0].probability", |
| "onnx": 0.9852992667393039, |
| "pytorch": 0.9853299856185913, |
| "diff": 3.07188792874058e-05 |
| }, |
| { |
| "path": "[0].地震触发词[0].relations.震中位置[0].probability", |
| "onnx": 0.7874488113591553, |
| "pytorch": 0.7874014973640442, |
| "diff": 4.731399511115342e-05 |
| }, |
| { |
| "path": "[0].地震触发词[0].relations.震源深度[0].probability", |
| "onnx": 0.9937999405099731, |
| "pytorch": 0.9937973022460938, |
| "diff": 2.638263879362057e-06 |
| } |
| ], |
| "max_probability_diff": 4.731399511115342e-05 |
| } |
| }, |
| { |
| "case_name": "情感分析", |
| "input": { |
| "text": "店面干净,很清静,服务员服务热情,性价比很高,发现收银台有排队", |
| "schema": { |
| "评价维度": [ |
| "观点词", |
| "情感倾向[正向,负向]" |
| ] |
| } |
| }, |
| "outputs": { |
| "onnx": [ |
| { |
| "评价维度": [ |
| { |
| "text": "性价比", |
| "start": 17.0, |
| "end": 20.0, |
| "probability": 0.9816947685707831, |
| "relations": { |
| "观点词": [ |
| { |
| "text": "高", |
| "start": 21.0, |
| "end": 22.0, |
| "probability": 0.9573563787963479 |
| } |
| ], |
| "情感倾向[正向,负向]": [ |
| { |
| "text": "正向", |
| "probability": 0.9966081212676805 |
| } |
| ] |
| } |
| }, |
| { |
| "text": "店面", |
| "start": 0.0, |
| "end": 2.0, |
| "probability": 0.9697329670369754, |
| "relations": { |
| "观点词": [ |
| { |
| "text": "干净", |
| "start": 2.0, |
| "end": 4.0, |
| "probability": 0.9945395308698579 |
| } |
| ], |
| "情感倾向[正向,负向]": [ |
| { |
| "text": "正向", |
| "probability": 0.9982160421894335 |
| } |
| ] |
| } |
| } |
| ] |
| } |
| ], |
| "pytorch": [ |
| { |
| "评价维度": [ |
| { |
| "text": "性价比", |
| "start": 17.0, |
| "end": 20.0, |
| "probability": 0.9817039370536804, |
| "relations": { |
| "观点词": [ |
| { |
| "text": "高", |
| "start": 21.0, |
| "end": 22.0, |
| "probability": 0.9573964476585388 |
| } |
| ], |
| "情感倾向[正向,负向]": [ |
| { |
| "text": "正向", |
| "probability": 0.9966142773628235 |
| } |
| ] |
| } |
| }, |
| { |
| "text": "店面", |
| "start": 0.0, |
| "end": 2.0, |
| "probability": 0.9696847200393677, |
| "relations": { |
| "观点词": [ |
| { |
| "text": "干净", |
| "start": 2.0, |
| "end": 4.0, |
| "probability": 0.9945318102836609 |
| } |
| ], |
| "情感倾向[正向,负向]": [ |
| { |
| "text": "正向", |
| "probability": 0.9982153177261353 |
| } |
| ] |
| } |
| } |
| ] |
| } |
| ], |
| "matches": false, |
| "probability_diffs": [ |
| { |
| "path": "[0].评价维度[0].probability", |
| "onnx": 0.9816947685707831, |
| "pytorch": 0.9817039370536804, |
| "diff": 9.168482897337071e-06 |
| }, |
| { |
| "path": "[0].评价维度[0].relations.观点词[0].probability", |
| "onnx": 0.9573563787963479, |
| "pytorch": 0.9573964476585388, |
| "diff": 4.006886219087846e-05 |
| }, |
| { |
| "path": "[0].评价维度[0].relations.情感倾向[正向,负向][0].probability", |
| "onnx": 0.9966081212676805, |
| "pytorch": 0.9966142773628235, |
| "diff": 6.156095142983986e-06 |
| }, |
| { |
| "path": "[0].评价维度[1].probability", |
| "onnx": 0.9697329670369754, |
| "pytorch": 0.9696847200393677, |
| "diff": 4.82469976077482e-05 |
| }, |
| { |
| "path": "[0].评价维度[1].relations.观点词[0].probability", |
| "onnx": 0.9945395308698579, |
| "pytorch": 0.9945318102836609, |
| "diff": 7.720586197024204e-06 |
| }, |
| { |
| "path": "[0].评价维度[1].relations.情感倾向[正向,负向][0].probability", |
| "onnx": 0.9982160421894335, |
| "pytorch": 0.9982153177261353, |
| "diff": 7.244632982406074e-07 |
| } |
| ], |
| "max_probability_diff": 4.82469976077482e-05 |
| } |
| }, |
| { |
| "case_name": "分类任务", |
| "input": { |
| "text": "这个产品用起来真的很流畅,我非常喜欢", |
| "schema": "情感倾向[正向,负向]" |
| }, |
| "outputs": { |
| "onnx": [ |
| { |
| "情感倾向[正向,负向]": [ |
| { |
| "text": "正向", |
| "probability": 0.9990008568783395 |
| } |
| ] |
| } |
| ], |
| "pytorch": [ |
| { |
| "情感倾向[正向,负向]": [ |
| { |
| "text": "正向", |
| "probability": 0.9990023970603943 |
| } |
| ] |
| } |
| ], |
| "matches": false, |
| "probability_diffs": [ |
| { |
| "path": "[0].情感倾向[正向,负向][0].probability", |
| "onnx": 0.9990008568783395, |
| "pytorch": 0.9990023970603943, |
| "diff": 1.5401820547822354e-06 |
| } |
| ], |
| "max_probability_diff": 1.5401820547822354e-06 |
| } |
| }, |
| { |
| "case_name": "复杂关系抽取", |
| "input": { |
| "text": "北京市海淀区人民法院\n 民事判决书\n (199x)建初字第xxx号\n 原告:张三。\n 委托代理人李四,北京市 A律师事务所律师。\n 被告:B公司,法定代表人王五,开发公司总经理。\n 委托代理人赵六,北京市 C律师事务所律师。", |
| "schema": [ |
| "法院", |
| { |
| "原告": "委托代理人" |
| }, |
| { |
| "被告": "委托代理人" |
| } |
| ] |
| }, |
| "outputs": { |
| "onnx": [ |
| { |
| "法院": [ |
| { |
| "text": "北京市海淀区人民法院", |
| "start": 0.0, |
| "end": 10.0, |
| "probability": 0.9219728006197414 |
| } |
| ], |
| "原告": [ |
| { |
| "text": "张三", |
| "start": 71.0, |
| "end": 73.0, |
| "probability": 0.994995078985994, |
| "relations": { |
| "委托代理人": [ |
| { |
| "text": "李四", |
| "start": 92.0, |
| "end": 94.0, |
| "probability": 0.7952536469989475 |
| } |
| ] |
| } |
| } |
| ], |
| "被告": [ |
| { |
| "text": "B公司", |
| "start": 124.0, |
| "end": 127.0, |
| "probability": 0.8431729295214296, |
| "relations": { |
| "委托代理人": [ |
| { |
| "text": "赵六", |
| "start": 162.0, |
| "end": 164.0, |
| "probability": 0.7268286253941483 |
| } |
| ] |
| } |
| } |
| ] |
| } |
| ], |
| "pytorch": [ |
| { |
| "法院": [ |
| { |
| "text": "北京市海淀区人民法院", |
| "start": 0.0, |
| "end": 10.0, |
| "probability": 0.9221080541610718 |
| } |
| ], |
| "原告": [ |
| { |
| "text": "张三", |
| "start": 71.0, |
| "end": 73.0, |
| "probability": 0.9949812889099121, |
| "relations": { |
| "委托代理人": [ |
| { |
| "text": "李四", |
| "start": 92.0, |
| "end": 94.0, |
| "probability": 0.7956846356391907 |
| } |
| ] |
| } |
| } |
| ], |
| "被告": [ |
| { |
| "text": "B公司", |
| "start": 124.0, |
| "end": 127.0, |
| "probability": 0.8437343239784241, |
| "relations": { |
| "委托代理人": [ |
| { |
| "text": "赵六", |
| "start": 162.0, |
| "end": 164.0, |
| "probability": 0.7267114520072937 |
| } |
| ] |
| } |
| } |
| ] |
| } |
| ], |
| "matches": false, |
| "probability_diffs": [ |
| { |
| "path": "[0].法院[0].probability", |
| "onnx": 0.9219728006197414, |
| "pytorch": 0.9221080541610718, |
| "diff": 0.00013525354133037126 |
| }, |
| { |
| "path": "[0].原告[0].probability", |
| "onnx": 0.994995078985994, |
| "pytorch": 0.9949812889099121, |
| "diff": 1.3790076081932057e-05 |
| }, |
| { |
| "path": "[0].原告[0].relations.委托代理人[0].probability", |
| "onnx": 0.7952536469989475, |
| "pytorch": 0.7956846356391907, |
| "diff": 0.0004309886402431573 |
| }, |
| { |
| "path": "[0].被告[0].probability", |
| "onnx": 0.8431729295214296, |
| "pytorch": 0.8437343239784241, |
| "diff": 0.0005613944569944351 |
| }, |
| { |
| "path": "[0].被告[0].relations.委托代理人[0].probability", |
| "onnx": 0.7268286253941483, |
| "pytorch": 0.7267114520072937, |
| "diff": 0.00011717338685457435 |
| } |
| ], |
| "max_probability_diff": 0.0005613944569944351 |
| } |
| } |
| ], |
| "summary": { |
| "total_cases": 7, |
| "matching_outputs": 0, |
| "max_probability_diff": 0.3964776175631215 |
| } |
| } |