diff --git a/doc/doc_ch/config.md b/doc/doc_ch/config.md index bee2637094b1386210677788f0944d232f7ff82c..5e57909659c5f6246229902ae138d6cbdd63f133 100644 --- a/doc/doc_ch/config.md +++ b/doc/doc_ch/config.md @@ -60,6 +60,8 @@ | beta1 | 设置一阶矩估计的指数衰减率 | 0.9 | \ | | beta2 | 设置二阶矩估计的指数衰减率 | 0.999 | \ | | decay | 是否使用decay | \ | \ | -| function(decay) | 设置decay方式 | cosine_decay | 目前只支持cosin_decay | -| step_each_epoch | 每个epoch包含多少次迭代 | 20 | 计算方式:total_image_num / (batch_size_per_card * card_size) | -| total_epoch | 总共迭代多少个epoch | 1000 | 与Global.epoch_num 一致 | +| function(decay) | 设置decay方式 | - | 目前支持cosine_decay与piecewise_decay | +| step_each_epoch | 每个epoch包含多少次迭代, cosine_decay时有效 | 20 | 计算方式:total_image_num / (batch_size_per_card * card_size) | +| total_epoch | 总共迭代多少个epoch, cosine_decay时有效 | 1000 | 与Global.epoch_num 一致 | +| boundaries | 学习率下降时的迭代次数间隔, piecewise_decay时有效 | - | 参数为列表形式 | +| decay_rate | 学习率衰减系数, piecewise_decay时有效 | - | \ | diff --git a/doc/doc_en/config_en.md b/doc/doc_en/config_en.md index ffead1ee335a3d2f10491792a23a69e0f22a1755..66578424a60488a986eaff6fe937e4ffbc1bf59e 100644 --- a/doc/doc_en/config_en.md +++ b/doc/doc_en/config_en.md @@ -60,6 +60,8 @@ Take `rec_icdar15_train.yml` as an example: | beta1 | Set the exponential decay rate for the 1st moment estimates | 0.9 | \ | | beta2 | Set the exponential decay rate for the 2nd moment estimates | 0.999 | \ | | decay | Whether to use decay | \ | \ | -| function(decay) | Set the decay function | cosine_decay | Only support cosine_decay | -| step_each_epoch | The number of steps in an epoch. | 20 | Calculation :total_image_num / (batch_size_per_card * card_size) | -| total_epoch | The number of epochs | 1000 | Consistent with Global.epoch_num | +| function(decay) | Set the decay function | cosine_decay | Support cosine_decay and piecewise_decay | +| step_each_epoch | The number of steps in an epoch. Used in cosine_decay | 20 | Calculation :total_image_num / (batch_size_per_card * card_size) | +| total_epoch | The number of epochs. Used in cosine_decay | 1000 | Consistent with Global.epoch_num | +| boundaries | The step intervals to reduce learning rate. Used in piecewise_decay | - | The format is list | +| decay_rate | Learning rate decay rate. Used in piecewise_decay | - | \ |