证明卷积仅比矩阵乘法(MM)多一级数据重用(滑动窗口重用)。基于这个结论,设计了一个融合滑动窗口重用和通信优化 MM 实现的数据流,以最大限度减少片外通信。 提出了一种负载和存储映射方案,使得片上SRAM和Reg通信接近下限。 提出了通信最优的CNN加速器架构,不仅达到最小通信量,而且能够适应不同的卷积层维度,资源利用率高。 其中相
In addition to the tests, the paper also presents lower bound modeling of the load carrying capacity of the connections. The main purpose of the lower bound model is to supplement an already published upper bound model of the same problem and thereby provide a more complete theoretical basis ...
std::lower_bound()is an STL library function, which comes under the algorithm header library and finds the lower bound of the searching element in a range. Lower bound means the least element in the range which is greater or equal to the searching element. Say the range is: [4, 5, 6...
under a given on-chip memory capacity, smaller k results in larger output sub-matrices, and thus, less output sub-matrices. Hence,k should be the smallest value, namely, 1.” 文章说对一个固定的四重组合{b,z,x,y},k(每次迭代计算的通道数,也就是每次从DRAM...
C++ STL set::lower_bound() function: Here, we are going to learn about the lower_bound() function of set in C++ STL (Standard Template Library).
C++ Set Lower Bound - Learn how to use the lower_bound function in C++ sets to efficiently find the first element not less than a specified value.
Returns an iterator pointing to the first element in the range [first, last) that is greater than value. http://en.cppreference.com/w/cpp/algorithm/lower_bound Returns an iterator pointing to the first element in the range [first, last) that is not less than (i.e. greater or equal...
对于upper_bound来说，返回的是被查序列中第一个大于查找值的指针，也就是返回指向被查值>查找值的最小指针，lower_bound则是返回的是被查序列中第一个大于等于查找值的指针，也就是返回指向被查值>=查找值的最小指针。不过除此之外，这两个函数还分别有一个重载函数，可以接受第四个参数。如果第四个...
set和lower_bound()也是一样。有一个统一的函数std::lower_bound(),它在随机访问迭代器上的O(logN)中工作,在其他迭代器上的O(N)中工作。容器std::set具有双向迭代器,不能提供对其成员的随机访问。所以统一的std::lower_bound()在O(N)中工作。而容器集是二叉搜索树,可以使用不同的算法在O(logN)中找到下界...
In this communication we get, for the first time, the exact order of magnitude for the discrepancy of a two-dimensional sequence independently constructed by I.M. Sobol’ and S. Srinivasan; moreover this sequence has the smallest discrepancy presently kn