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PRODUCTION STABILITY & VALIDATION SUITE: RTX 4050 MOBILE (AD107)
Validating whether AD107 hardware unlock is production-ready vs experimental
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Device: NVIDIA GeForce RTX 4050 Laptop GPU | 20 SMs | Total VRAM: 5.71 GB
PyTorch: 2.11.0+cu128 | CUDA: 12.8

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TEST 1: NUMERICAL PRECISION & SILENT DATA CORRUPTION (SDC) TEST
Verifying 2x Tensor Core issue rate produces exact mathematical results
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  Matrix [ 128x 128] x [ 128x 128]:
    - Standard FP32 Max Error vs FP64 Reference : 0.000008
    - Unlocked TF32 Max Error vs FP64 Reference : 0.014213  [OK]
    - Half FP16 Max Error vs FP64 Reference     : 0.022770  [OK]
  Matrix [ 512x 512] x [ 512x 512]:
    - Standard FP32 Max Error vs FP64 Reference : 0.000050
    - Unlocked TF32 Max Error vs FP64 Reference : 0.030533  [OK]
    - Half FP16 Max Error vs FP64 Reference     : 0.045357  [OK]
  Matrix [1024x1024] x [1024x1024]:
    - Standard FP32 Max Error vs FP64 Reference : 0.000046
    - Unlocked TF32 Max Error vs FP64 Reference : 0.048154  [OK]
    - Half FP16 Max Error vs FP64 Reference     : 0.086609  [OK]
  Matrix [2048x2048] x [2048x2048]:
    - Standard FP32 Max Error vs FP64 Reference : 0.000488
    - Unlocked TF32 Max Error vs FP64 Reference : 0.067572  [OK]
    - Half FP16 Max Error vs FP64 Reference     : 0.100891  [OK]

>> TEST 1 RESULT: [PASSED] Mathematical correctness verified (within 10-bit TF32/FP16 limits)

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TEST 2: EXTREME VRAM SATURATION & BOUNDARY INTEGRITY (85% of Free VRAM)
Validating PCIe BAR0 mapping and memory integrity under high pressure
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  Available Free VRAM: 4.69 GB | Allocating: 3.99 GB...
  Allocated: 4.04 GB | Reserved: 4.08 GB (Total: 5.71 GB)
  Buffer verification checksum matched (1.2345). No MMU faults or corruption.
>> TEST 2 RESULT: [PASSED] High VRAM saturation stable

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TEST 3: SUSTAINED 100% COMPUTE & THERMAL SATURATION (30 Seconds)
Validating clock stability, voltage regulators, and thermal limits at unlocked rate
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  Firing all 20 SMs at 100% duty cycle for 30 seconds...
>> TEST 3 RESULT: [PASSED] Burn completed

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TEST 4: NVIDIA KERNEL LOG INSPECTION (Xid Engine Faults)
Checking for MMU faults, illegal memory accesses, or SEC2 hangs
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  Zero NVIDIA Xid errors found in kernel log buffer.
>> TEST 4 RESULT: [PASSED] Clean hardware log, no engine faults

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VALIDATION BATTERY COMPLETE
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