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ORIN_VALIDATION_REPORT.md

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Orin Validation Report

  • Generated: 2026-03-30T06:09:01.720916+00:00
  • Overall Status: PASS

Environment

  • Python: /data/projects/hoopsense/.venv_orin310/bin/python
  • Platform: Linux-5.15.185-tegra-aarch64-with-glibc2.35
  • Machine: aarch64
  • PyTorch: 2.10.0
  • PyTorch Module: /data/projects/hoopsense/.venv_orin310/lib/python3.10/site-packages/torch/__init__.py
  • CUDA Available: True
  • CUDA Device: Orin
  • Probe Device Type: cuda
  • ActionBrain Device: cuda
  • ActionBrain Latency (ms): 5.331652006134391

Checks

  • torch: PASS (required) PyTorch imports successfully in the intended runtime environment.
  • numpy: PASS (supplemental) NumPy C-extensions import cleanly inside the validation environment.
  • cuda_available: PASS (required) PyTorch sees a CUDA-capable device from the current runtime path.
  • cuda_tensor: PASS (required) A test tensor can be allocated onto the CUDA device, not just detected.
  • action_brain: PASS (required) The repo's ActionBrain model can load, move to the target device, and run a forward pass.
  • pose_association: SKIP (supplemental) The lightweight player-pose matching helper behaves correctly on a simple multi-player fixture.
  • dsl_rule: SKIP (supplemental) The behavior-engine rule path still recognizes a basic jump-shot style sequence.
  • rust_bridge: PASS (supplemental) The Rust spatial processor binary can still be invoked from the validation environment.

Notes

  • Rust bridge stderr: warning: unused import: NCAA_RIM_HEIGHT --> src/physics.rs:1:20 | 1 | use crate::rules::{NCAA_RIM_HEIGHT, NCAA_RIM_RADIUS}; | ^^^^^^^^^^^^^^^ | = note:#[warn(unused_imports)](part of#[warn(unused)]`) on by default

warning: unused import: Vector3 --> src/physics.rs:2:24 | 2 | use nalgebra::{Point3, Vector3}; | ^^^^^^^

warning: unused variable: u --> src/spatial.rs:198:18 | 198 | for (u, v) in kpts_2d { | ^ help: if this is intentional, prefix it with an underscore: _u | = note: #[warn(unused_variables)] (part of #[warn(unused)]) on by default

warning: unused import: Point2 --> src/bin/spatial_processor.rs:4:16 | 4 | use nalgebra::{Point2, Point3}; | ^^^^^^ | = note: #[warn(unused_imports)] (part of #[warn(unused)]) on by default`