refactor(api): standardize GEMM/GEMV naming convention#138
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Implement Issue #130: Standardize Python binding names for GEMM/GEMV operations following the pattern: {operation}_{input_dtype}_{output_dtype}[_{variant}][_{arch}] C++ Binding Changes (10 files): - gemm/generic.cpp: gemm_f32_f32, gemm_tf32_f32, gemm_f32_f32_batched - gemm/fp8xfp8_bf16.cpp: gemm_fp8_f32_sm{90,100,120}_available - gemm/fp8xfp8_fp8.cpp: gemm_fp8_fp8_sm120_available - gemm/fp8xbf16_bf16.cpp: gemm_w8a16_bf16_sm120, gemm_w8a16_init_lut - gemm/grouped.cpp: grouped_gemm_fp8_bf16_sm120 - gemm/int.cpp: gemm_int8_int32_sm120, gemm_int4_int32_sm120 - gemm/nvf4xbf16_bf16.cpp: gemm_nvf4_bf16_sm120_available - gemv/generic.cpp: gemv_bf16_bf16_sm120, gemv_bf16_bf16_available - gemv/fp8xfp8_bf16.cpp: gemv_fp8_bf16_sm120, gemv_fp8_bf16_batched_sm120 - gemv/nvf4xbf16_bf16.cpp: gemv_nvf4_bf16_sm120_available Python API Changes: - ops/matmul.py: Use new native names internally, add Python aliases - ops/basic.py: Export both old and new standardized names Migration: Old names kept as aliases for backwards compatibility. Closes #130 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Summary
{operation}_{input_dtype}_{output_dtype}[_{variant}][_{arch}]Changes
C++ Bindings (10 files)
gemm/generic.cppgemm_f32_f32,gemm_tf32_f32,gemm_f32_f32_batchedmatmul,matmul_tf32,gemm_strided_batched_fp32gemm/fp8xfp8_bf16.cppgemm_fp8_f32_sm{90,100,120}_availablefp8_sm*_availablegemm/fp8xfp8_fp8.cppgemm_fp8_fp8_sm120_availablefp8_fp8_sm120_availablegemm/fp8xbf16_bf16.cppgemm_w8a16_bf16_sm120,gemm_w8a16_init_lutw8a16_gemm_sm120gemm/grouped.cppgrouped_gemm_fp8_bf16_sm120grouped_gemm_fp8_bf16gemm/int.cppgemm_int8_int32_sm120,gemm_int4_int32_sm120int8_native_gemm_sm120gemm/nvf4xbf16_bf16.cppgemm_nvf4_bf16_sm120_availablenvf4_bf16_sm120_availablegemv/generic.cppgemv_bf16_bf16_sm120gemv_bf16_opt_sm120gemv/fp8xfp8_bf16.cppgemv_fp8_bf16_sm120gemv_fp8_bf16_optgemv/nvf4xbf16_bf16.cppgemv_nvf4_bf16_sm120gemv_nvf4_bf16Python API
ops/matmul.py: Updated internal calls to use new native names, added standardized aliasesops/basic.py: Exports both old and new naming conventionsTest plan
Closes #130
🤖 Generated with Claude Code