# bcvm

**Repository Path**: xxllp/bcvm

## Basic Information

- **Project Name**: bcvm
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-12-28
- **Last Updated**: 2021-12-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Better Convert Model
This is the code of the paper *Solving the Loss Imbalance Problem in Live Streaming Recommendation with Gradient Normalization*<br/>

Due to business sensitive issues, our data cannot be shared, so only the code and feature logic are shared.<br/>
The comparison method in the paper can be implemented as follows:<br/>
**ESMM:**<br/>
python esmm_train.py --conf esmm_train_conf.ini<br/>
**ESMM+GradNorm:**<br/>
python esmm_train_gn.py --conf esmm_train_conf_gn.ini<br/>
**ESMM+FM:**<br/>
python esmm_train_fm.py --conf esmm_train_conf_fm.ini<br/>
**ESMM+FM+GradNorm:**<br/>
python esmm_train_fm_gn.py --conf esmm_train_conf_fm_gn.ini<br/>
**ESMM+FM+MMOE:**<br/>
python esmm_train_mmoe_fm.py --conf esmm_train_conf_mmoe_fm.ini<br/>
**ESMM+FM+MMOE+GradNorm:**<br/>
python esmm_train_mmoe_fm_gn.py --conf esmm_train_conf_mmoe_fm_gn.ini<br/>