Kernel card

Supported operators

The callable functions and dimensional contracts are listed in the README. Weights and FP8 inputs use contiguous E4M3FN (N,K) storage; biases, gates, residuals and outputs are contiguous BF16; channel inverse-scale tensors are also BF16, matching the original FlashRT calibration contract. Scale floats follow the FlashRT static per-tensor calibration contract.

These are region megakernels, not arbitrary-shape linear layers. A mismatched dimension, dtype, layout, capacity or device raises an error. No silent eager fallback is present. CUDA 12.8+ and SM120/SM121 are required. Inference only.

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Supported hardwares new
CUDA
12.0a
DGX Spark
GB10
128GB
GPU
RTX PRO 6000 WS
96GB
GPU
RTX PRO 6000 Max-Q
96GB
GPU
RTX PRO 5000
48GB
GPU
RTX PRO 4500 WS
32GB
GPU
RTX PRO 4000
24GB
GPU
RTX PRO 4000 SFF
24GB
GPU
RTX PRO 2000
16GB
RTX
RTX 5090
32GB
RTX
RTX 5090 D
32GB
RTX
RTX 5090 Mobile
24GB
RTX
RTX 5080
16GB
RTX
RTX 5080 Mobile
16GB
RTX
RTX 5070
12GB
RTX
RTX 5070 Mobile
8GB
RTX
RTX 5070 Ti
16GB
RTX
RTX 5070 Ti Mobile
12GB
RTX
RTX 5060 Ti
16GB
RTX
RTX 5060
8GB
RTX
RTX 5060 Mobile
8GB
RTX
RTX 5050
8GB
RTX
RTX 5050 Mobile
8GB
OS
linux
Arch
x86_64
Kernel Builder
19aaa64