严厉警告 on_batch_begin
Keras Warning on_batch_begin
使用下面的回调 ResetStatesCallback 训练 rnn 模型时，我收到以下警告消息：
/var/venv/DSTL/lib/python3.4/site-packages/keras/callbacks.py:97:
UserWarning: Method on_batch_begin() is slow compared to the batch
update (0.791834). Check your callbacks. % delta_t_median)
from keras.callbacks import Callback
#Reset count every RESET_STATES_LENGTH
#RESET_STATES_LENGTH=8
class ResetStatesCallback(Callback):
def __init__(self):
self.counter = 0
def on_batch_begin(self, batch, logs={}):
if self.counter % RESET_STATES_LENGTH == 0:
self.model.reset_states()
self.counter += 1
为什么我会收到这条消息？我应该尝试修复它吗？它真的会减慢我的训练速度吗？
有关说明，请参阅 https://github.com/fchollet/keras/issues/5008。那里说
You are running something like saving the model or rendering images after each batch and it is taking longer than the batches themselves.
因此，Keras 似乎在运行时确定您的回调比批处理本身慢。
使用下面的回调 ResetStatesCallback 训练 rnn 模型时，我收到以下警告消息：
/var/venv/DSTL/lib/python3.4/site-packages/keras/callbacks.py:97: UserWarning: Method on_batch_begin() is slow compared to the batch update (0.791834). Check your callbacks. % delta_t_median)
from keras.callbacks import Callback
#Reset count every RESET_STATES_LENGTH
#RESET_STATES_LENGTH=8
class ResetStatesCallback(Callback):
def __init__(self):
self.counter = 0
def on_batch_begin(self, batch, logs={}):
if self.counter % RESET_STATES_LENGTH == 0:
self.model.reset_states()
self.counter += 1
为什么我会收到这条消息？我应该尝试修复它吗？它真的会减慢我的训练速度吗？
有关说明，请参阅 https://github.com/fchollet/keras/issues/5008。那里说
You are running something like saving the model or rendering images after each batch and it is taking longer than the batches themselves.
因此，Keras 似乎在运行时确定您的回调比批处理本身慢。