- Implemented the WiFi DensePose model in PyTorch, including CSI phase processing, modality translation, and DensePose prediction heads. - Added a comprehensive training utility for the model, including loss functions and training steps. - Created a CSV file to document hardware specifications, architecture details, training parameters, performance metrics, and advantages of the model.
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Tool Usage Guidelines Index
To prevent common errors when using tools, refer to these detailed guidelines:
File Operations
- File Operations Guidelines - Guidelines for read_file, write_to_file, and list_files
Code Editing
- Code Editing Guidelines - Guidelines for apply_diff
- Search and Replace Guidelines - Guidelines for search_and_replace
- Insert Content Guidelines - Guidelines for insert_content
Common Error Prevention
- apply_diff Error Prevention - Specific guidelines to prevent errors with apply_diff
Key Points to Remember:
- Always include all required parameters for each tool
- Verify file existence before attempting modifications
- For apply_diff, never include literal diff markers in code examples
- For search_and_replace, always include both search and replace parameters
- For write_to_file, always include the line_count parameter
- For insert_content, always include valid start_line and content in operations array