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pypto-case-loss-crossentropy

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Cross-entropy loss demo with multi-input kernels

Software Engineering#kernel#softmax#gather#loss#tile#pypto#cross-entropy
Authorxchang1121
Version1.0.0
Installs0

System Documentation

What problem does it solve?

模式 D 示例：Loss — CrossEntropyLoss，展示多输入 kernel、两段 tile、softmax+gather+sum、标量输出

Core Features & Use Cases

  • 两阶段 tile 配置：不同阶段用不同 tile 设置
  • per-sample softmax + gather：按 targets 的索引选取对数概率并求和
  • 标量输出：最终输出一个标量损失用于回传

Quick Start

Follow this pattern to instantiate a cross-entropy loss kernel and run it on a batch of predictions and targets to obtain the averaged loss.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: pypto-case-loss-crossentropy
Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#pypto-case-loss-crossentropy

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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