trnsci
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trnblas
trnblas PublicBLAS Levels 1–3 for AWS Trainium via NKI (cuBLAS-equivalent) — GEMM with stationary-tile reuse, batched GEMM, TRSM, validated DF-MP2 for quantum chemistry.
Python
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trnrand
trnrand PublicRandom number generation for AWS Trainium via NKI (cuRAND-equivalent) — Philox counter-based RNG, standard distributions, Sobol / Halton / Latin-hypercube quasi-random sequences for Monte Carlo and…
Python
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trnsolver
trnsolver PublicLinear solvers and eigendecomposition for AWS Trainium via NKI (cuSOLVER-equivalent) — Jacobi eigh, Cholesky/LU/QR factorizations, CG/GMRES iterative solvers, Newton-Schulz inverse square root.
Python
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trnsparse
trnsparse PublicSparse matrix operations for AWS Trainium via NKI (cuSPARSE-equivalent) — CSR/COO formats, SpMV and SpMM via gather-matmul-scatter, Schwarz integral screening for quantum chemistry.
Python
Repositories
- trnsci Public
Scientific computing library suite for AWS Trainium via NKI — the cuFFT/cuBLAS/cuRAND/cuSOLVER/cuSPARSE/cuTENSOR equivalents for Neuron. Python-first, PyTorch fallback everywhere, Apache-2.0.
trnsci/trnsci’s past year of commit activity - trnfft Public
FFT and complex-valued tensor operations for AWS Trainium via NKI (cuFFT-equivalent) — Cooley-Tukey, Bluestein, STFT, ComplexTensor and complex NN layers.
trnsci/trnfft’s past year of commit activity - trnrand Public
Random number generation for AWS Trainium via NKI (cuRAND-equivalent) — Philox counter-based RNG, standard distributions, Sobol / Halton / Latin-hypercube quasi-random sequences for Monte Carlo and QMC.
trnsci/trnrand’s past year of commit activity - trnsparse Public
Sparse matrix operations for AWS Trainium via NKI (cuSPARSE-equivalent) — CSR/COO formats, SpMV and SpMM via gather-matmul-scatter, Schwarz integral screening for quantum chemistry.
trnsci/trnsparse’s past year of commit activity - trnblas Public
BLAS Levels 1–3 for AWS Trainium via NKI (cuBLAS-equivalent) — GEMM with stationary-tile reuse, batched GEMM, TRSM, validated DF-MP2 for quantum chemistry.
trnsci/trnblas’s past year of commit activity - trntensor Public
Tensor contractions for AWS Trainium via NKI (cuTENSOR-equivalent) — einsum with contraction planning, CP/PARAFAC and Tucker decompositions, density-fitted post-Hartree-Fock patterns.
trnsci/trntensor’s past year of commit activity - trnsolver Public
Linear solvers and eigendecomposition for AWS Trainium via NKI (cuSOLVER-equivalent) — Jacobi eigh, Cholesky/LU/QR factorizations, CG/GMRES iterative solvers, Newton-Schulz inverse square root.
trnsci/trnsolver’s past year of commit activity
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