这时候思路就很明显了,要想“软化”这个 loss,就得“软化”θ(x),而软化它就再容易不过,它就是 sigmoid 函数。我们有: 所以很显然,我们将θ(x)替换为σ(Kx)即可: 这就是我昨晚思考得到的 loss 了,显然实现上也是很容易的。 现在跟 Focal Loss Focal Loss Kaiming 大神的 Focal Loss 如果落实到ŷ =...
@文心快码epoch gpu_mem box_loss cls_loss dfl_loss instances size 文心快码 在深度学习训练过程中,特别是在目标检测任务中,如使用YOLO(You Only Look Once)框架时,我们经常会遇到一些特定的输出指标,如epoch、gpu_mem、box_loss、cls_loss、dfl_loss、instances和size。下面我将逐一解释这些术语的含义: Epoch:...
Our results demonstrate that the depletion of HMGB1 in rod PRs results in greater loss of these cells during RD and suggest that intracellular HMGB1 is important in the upstream activation of autophagy in rod PRs following RD. This study thus demonstrates the important role of HMGB1 in the ...
P-TileHostVM 0(Key Client)VM 1(Key Server)MCDMAChannel Decoder (CH0-PF 0, CH1-PF 1)Host InterfacePIOAVSTAXI-STAXI-AVSTAVSTUncontrolledPortsMACSec0CSRCSRCSRE-TileTXRXMACQSFPLoopback*EAPOLPacketGenerator& CheckerCSRPacketGenerator& Checker[vf_active, clog2 (PF_NUM),clog2 (VF_NUM), PIO ...