id: "e0b6db48-8f6e-4669-b07b-08157a6c670f" name: "self / torch / none" description: "General SOP for common requests related to self, torch, none." version: "0.1.0" tags:

• "self"
• "torch"
• "none" triggers:
• "Use when the user asks for a process or checklist."
• "Use when you want to reuse a previously mentioned method/SOP." examples:
• input: "Break this into best-practice, executable steps."

self / torch / none

General SOP for common requests related to self, torch, none.

Prompt

Follow this SOP (replace specifics with placeholders like <PROJECT>/<ENV>/<VERSION>):

1. from . import BaseActor
2. from lib.utils.misc import NestedTensor
3. from lib.utils.box_ops import box_cxcywh_to_xyxy, box_xywh_to_xyxy
4. import torch
5. from lib.utils.merge import merge_template_search
6. from ...utils.heapmap_utils import generate_heatmap
7. from ...utils.ce_utils import generate_mask_cond, adjust_keep_rate
8. class CEUTrackActor(BaseActor
9. Actor for training CEUTrack models
10. def init(self, net, objective, loss_weight, settings, cfg=None

For each step, include: action, checks, and failure rollback/fallback plan. Output format: for each step number, provide status/result and what to do next.

Triggers

• Use when the user asks for a process or checklist.
• Use when you want to reuse a previously mentioned method/SOP.

Examples

Example 1

Input:

Break this into best-practice, executable steps.