我们假设我们需要训练 3 个 epoch，相当于需要将这 1500 个样本训练 3 次。 那么， step 和 iteration 都会随着 epoch 的改变而发生改变——二者都变为 45，因为 15 * 3。 但是， batch 依 …

iterations iterations（迭代）：每一次迭代都是一次权重更新，每一次权重更新需要batch_size个数据进行Forward运算得到损失函数，再BP算法更新参数。 1个iteration等于使用batchsize个样 …

论文 [1]。蓝色线：保持batch_size不变，而学习率在衰减。绿色线：首先学习率保持不变，而将批量大小增加，接着第一步之后，batch_size保持不变而学习率衰减。红色线：保持学习率不 …

Jun 18, 2012 · I have a question about if - else structure in a batch file. Each command runs individually, but I couldn't use "if - else" blocks safely so these parts of my …

75 I received a line of code from someone who answered one of my questions, but I am confused: what do the "&&" do in this batch file.

这是肯定的，同样的epoch数目，大的batchsize需要的batch数目减少了，所以可以减少训练时间，目前已经有多篇公开论文在1小时内训练完ImageNet数据集。 另一方面，大的batch size梯 …

Addendum - This is a duplicate question with nearly identical answers to Using an OR in an IF statement WinXP Batch Script Final addendum - I almost forgot my favorite technique to test if …

Jan 24, 2013 · In addition to %G in a for loop, %1 is also allowed. %% is needed in a script to avoid ambiguities. "When working at the command line (not in a batch script) there is no …

Aug 31, 2009 · FOR %%A IN (list) DO command parameters list is a list of any elements, separated by either spaces, commas or semicolons. command can be any internal or external …

Apr 14, 2022 · The batch size should pretty much be as large as possible without exceeding memory. The only other reason to limit batch size is that if you concurrently fetch the next …