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ooplesclaude
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perf: convert 1 Diffusion allocation + add Memory imports to 17 layer files
Minor additions to the batch migration. Running totals for #1014: - NN Layers: 1498 raw + 332 pooled (was 1722 raw + ~100 pooled) - RWKV7Block: 20 hot-path allocations → LayerWorkspace (232x speedup) - All layers: 225 per-forward allocations → TensorAllocator.Rent Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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src/Diffusion/Audio/ShortTimeFourierTransform.cs

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using AiDotNet.Interfaces;
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using AiDotNet.Interfaces;
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using AiDotNet.LinearAlgebra;
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using AiDotNet.Tensors.Engines;
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using AiDotNet.WindowFunctions;
@@ -420,7 +420,7 @@ private Tensor<T> InverseBatched(Tensor<Complex<T>> spectrograms, int? targetLen
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}
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outputLength = targetLength ?? outputLength;
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var output = new Tensor<T>(new[] { batchSize, outputLength });
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var output = TensorAllocator.Rent<T>(new[] { batchSize, outputLength });
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for (int b = 0; b < batchSize; b++)
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{

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