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pytorch-alignment-validator

Automate PyTorch API validation with pytest and custom test scripts.

285|906|Updated Jun 7, 2018
Search Tags:#automation#testing#api#python#validation#pytorch
One-click install
npx skills add https://github.com/PaddlePaddle/docs --skill pytorch-alignment-validator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pytorch-alignment-validator
Source: https://github.com/PaddlePaddle/docs/tree/main/docs/dev_guides/coding_agent/api_compatibility/.claude/skills/pytorch-alignment-validator
Command: npx skills add https://github.com/PaddlePaddle/docs --skill pytorch-alignment-validator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the validation of PyTorch API implementations to ensure they match the specified API specifications and behave consistently across different scenarios.

Core Features & Use Cases

  • API Alignment Checks: Verifies that PyTorch APIs conform to specific mapping rules and specifications, such as matcher settings.
  • Test Case Generation: Creates comprehensive test cases covering various parameter permutations, input data types, and usage patterns to ensure robustness.
  • Integration & Validation: Supports running customized tests with detailed instructions, enabling continuous validation during development or API refactoring.

Quick Start

Use the validation skill to run tests on the PyTorch API implementation to verify alignment with specifications and ensure correctness.

Frequently Asked Questions about pytorch-alignment-validator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate PyTorch API implementation consistency during refactoring?▼

You validate PyTorch API implementation consistency by running automated verification sequences with custom test scripts and pytest. This process checks functional behavior against API specifications to ensure alignment across various scenarios.

What is the best way to automate PyTorch API alignment checks for quality assurance?▼

The best way to automate PyTorch API alignment checks is using a validation skill that generates comprehensive test cases. It covers parameter permutations and input data types to verify specification compliance automatically.

Do I need pytest to run automated PyTorch API validation tests?▼

Yes, you need pytest to run automated PyTorch API validation tests. The process requires pytest alongside custom test scripts to execute comprehensive validation sequences and verify functional consistency.

Can I generate test cases covering different parameter permutations for PyTorch APIs?▼

Yes, you can generate test cases covering various parameter permutations and input data types for PyTorch APIs. The automated validation process creates these comprehensive tests to ensure robustness across different usage patterns.

Why does my PyTorch API implementation fail specification compliance checks?▼

Your PyTorch API implementation fails specification compliance checks when it does not conform to specific mapping rules. Automated validation identifies these functional mismatches through detailed custom test scripts during development.

Does automated PyTorch API validation support continuous testing workflows?▼

Yes, automated PyTorch API validation supports continuous testing workflows. You can run customized tests with detailed instructions to enable continuous validation during ongoing API development or refactoring tasks.

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