What is PyTorch? Inside torch.matmulPyTorch 到底是什么?跟踪一次 torch.matmul
A matrix multiplication selects an implementation for its device and, when gradients are needed, records dependencies for the backward pass.一次矩阵乘法先选择设备上的实现;需要求导时,还会记录依赖关系,供反向传播使用。
Stay curious. Look closely.保持好奇,认真看世界。
Start with a question or an observation. Make complex ideas clear, and keep the details worth noticing.从具体的问题与观察出发,把复杂的原理讲清楚,把值得留意的细节记录下来。
A matrix multiplication selects an implementation for its device and, when gradients are needed, records dependencies for the backward pass.一次矩阵乘法先选择设备上的实现;需要求导时,还会记录依赖关系,供反向传播使用。
The eye forms an image; the retina converts light into electrical responses and processes color and contrast before signals reach the brain.眼睛先成像,视网膜再把光转成电信号;神经回路提取颜色与对比,传向大脑。

From Shantou’s arcades to Nan’ao’s coast, then Chaozhou’s bridge, old streets and lingering flavours.从汕头的骑楼走到南澳的海边,再去潮州看桥、逛街、尝一碟咸鲜。
Memory decides what fits; bandwidth and software decide how it runs. A practical guide to hardware choice, local serving and acceptance tests.内存决定能装什么,带宽与软件决定如何运行。从预算、部署到验收,给出能落地的本地大模型选型方法。
The same downforce can produce different cornering limits. Four contact patches reveal why load transfer, front–rear balance and combined braking matter.同样的下压力,可以得到不同的转弯上限。把整车拆到四个接触区,才能看清载荷转移、前后分配与制动余量。
In a grip-limited launch, extra power and a shorter gear can add no acceleration. Compare four changes, then see why combining two of them changes the decision.起步受抓地力限制时,增加功率与减速比可能都没有收益;同一组对照计算,说明改动为何必须配合。
The series opens with the force budget: what must change when more motor torque no longer produces more acceleration?连载从受力预算开始:当更大的电机转矩也无法提高加速度,应该改变哪一条限制?
Derivations, experiments, and moments worth keeping.推导、实验,还有值得留下的片刻。
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