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deps: Bump BenchmarkDotNet from 0.15.4 to 0.15.5 - #296

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dependabot/nuget/AiDotNetBenchmarkTests/BenchmarkDotNet-0.15.5
Nov 3, 2025
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ooples merged 1 commit into
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dependabot/nuget/AiDotNetBenchmarkTests/BenchmarkDotNet-0.15.5

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Updated BenchmarkDotNet from 0.15.4 to 0.15.5.

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Sourced from BenchmarkDotNet's releases.

0.15.5

Full changelog: https://benchmarkdotnet.org/changelog/v0.15.5.html

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---
updated-dependencies:
- dependency-name: BenchmarkDotNet
  dependency-version: 0.15.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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@dependabot dependabot Bot added the dependencies Pull requests that update a dependency file label Nov 3, 2025
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dependabot Bot requested a review from ooples as a code owner November 3, 2025 09:24
@dependabot dependabot Bot added the dependencies Pull requests that update a dependency file label Nov 3, 2025
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@ooples
ooples merged commit 7058605 into master Nov 3, 2025
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ooples deleted the dependabot/nuget/AiDotNetBenchmarkTests/BenchmarkDotNet-0.15.5 branch November 3, 2025 13:02
ooples added a commit that referenced this pull request May 6, 2026
… layers + ParameterCountHelper hygiene

Production-ready fixes for two major review-comment clusters:

A. **Lazy-allocation pattern fix** — InitializeParameters /
   InitializeWeights in 7 layers was reassigning the lazy-allocated
   tensor field to a fresh Engine.TensorRandomXxx output, discarding
   the AllocateLazyWeight registration that OnFirstForward set up.
   This recreated the first-forward peak the streaming work is
   supposed to eliminate — the streamed tensor was allocated, then
   immediately orphaned. Fix: copy the random/init data into the
   existing tensor in place (AsSpan -> CopyTo) so the lazy
   registration stays intact.

   Files touched:
   - Conv3DLayer.cs (closes #1271.7BoE)
   - DiffusionConvLayer.cs (closes #1271.7BoK)
   - SpiralConvLayer.cs (closes #1271.7BpS)
   - PrimaryCapsuleLayer.cs (closes #1271.7Bo8)
   - RBMLayer.cs (closes #1271.7BpA)
   - RecurrentLayer.cs (closes #1271.7BpD)
   - GatedLinearUnitLayer.cs (closes #1271.7Bob)
   - DigitCapsuleLayer.cs (closes #1271.7BoP)

B. **ParameterCountHelper hygiene**:
   - Class + method now `internal` rather than `public`
     (200 internal callers, no test or external reference). Closes
     #1271.7Bm6.
   - Removed "Closes review-comment #1271.yAXI" suffix from the
     production-runtime exception message — internal review tracker
     metadata leaking into user-visible text. Closes #1271.7BnF.

Build clean on net10.0. No test changes — pattern preserved
behaviour bit-for-bit; only the tensor identity / registration is
fixed.

Refs #296.
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