From 44b8928d9976e1656350115c0c511d01e315eef7 Mon Sep 17 00:00:00 2001 From: frankwhzhang Date: Wed, 20 May 2020 15:08:08 +0800 Subject: [PATCH] add listwise --- README.md | 1 + doc/imgs/listwise.png | Bin 0 -> 136957 bytes models/rerank/__init__.py | 13 + models/rerank/listwise/__init__.py | 13 + models/rerank/listwise/config.yaml | 55 ++++ .../rerank/listwise/data/test/small_data.txt | 100 ++++++++ .../rerank/listwise/data/train/small_data.txt | 100 ++++++++ models/rerank/listwise/model.py | 236 ++++++++++++++++++ models/rerank/listwise/random_infer_reader.py | 71 ++++++ models/rerank/listwise/random_reader.py | 71 ++++++ models/rerank/readme.md | 43 ++++ 11 files changed, 703 insertions(+) create mode 100644 doc/imgs/listwise.png create mode 100755 models/rerank/__init__.py create mode 100755 models/rerank/listwise/__init__.py create mode 100644 models/rerank/listwise/config.yaml create mode 100644 models/rerank/listwise/data/test/small_data.txt create mode 100644 models/rerank/listwise/data/train/small_data.txt create mode 100644 models/rerank/listwise/model.py create mode 100644 models/rerank/listwise/random_infer_reader.py create mode 100644 models/rerank/listwise/random_reader.py create mode 100755 models/rerank/readme.md diff --git a/README.md b/README.md index 74fdd2ce..2f31b2e3 100644 --- a/README.md +++ b/README.md @@ -177,6 +177,7 @@ python -m paddlerec.run -m ./models/rank/dnn/config.yaml -b backend.yaml | 多任务 | [ESMM](models/multitask/esmm/model.py) | ✓ | ✓ | ✓ | | 多任务 | [MMOE](models/multitask/mmoe/model.py) | ✓ | ✓ | ✓ | | 多任务 | [ShareBottom](models/multitask/share-bottom/model.py) | ✓ | ✓ | ✓ | +| 融合 | [Listwise](models/rerank/listwise/model.py) | ✓ | x | ✓ | diff --git a/doc/imgs/listwise.png b/doc/imgs/listwise.png new file mode 100644 index 0000000000000000000000000000000000000000..88e79fe4052273f349e707d14e2e0647c63caa03 GIT binary patch literal 136957 zcmeFYg~@!jUXThNS7c6AvN^Sh%$slw{&+mQc{xAf(jxa9n#$;-6=?S*KZGe 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+ + +## 使用教程 +### 训练 预测 +```shell +python -m paddlerec.run -m paddlerec.models.rerank.listwise # listwise +``` + +## 效果对比 +### 模型效果列表 + +| 数据集 | 模型 | loss | auc | +| :------------------: | :--------------------: | :---------: |:---------: | +| -- | Listwise | -- | -- | -- GitLab