Gram moment#1
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…------------- IoU : 0.2470 ± 0.0482 Precision : 0.2485 ± 0.0474 Recall : 0.9698 ± 0.0442 ---------------------------------------- ❌ FAILURE: Proxy failed to learn. Action: Check training data or VAE scaling.
…fference (Base vs Hyper): 0.000000000 ✅ PASSED: Module starts as identity. [Test 2] Batch Independence & Dynamicity Output Discrepancy (Same Content, Diff Style): 0.773442 ✅ PASSED: Different styles produce different transforms. [Test 3] Gradient Flow Style Gradient Norm: 0.002790 ✅ PASSED: Gradients flow back to style codes. [Test 4] Memory Overhead Base Layer Params: 262656 HyperNet Params: 2171136 Overhead Ratio: 8.27x Note: For a rank 8 LoRA, this overhead is expected. Since we only replace Bottleneck attention, total VRAM impact is negligible.
…tion maintains structure.
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