Yang yaming

Results 3 issues of Yang yaming

for (int k = 0; k < dim; ++k) { bottom_diff[i \* dim + k \* inner_num_ + j] *= w; } dim may should be channels?

It's helpful to support continuing download like ```wget -c URL``` when the connection is not stable.

It's helpful to monitor the GPU usage for jobs.