// SPDX-FileCopyrightText: © 2026 Tenstorrent USA, Inc. // SPDX-License-Identifier: Apache-2.0 // // SuperPoint descriptor sampling, fused op, compute: per unit and keypoint group p // OUT = ((G0*W0 + G1*W1) + G2*W2) + G3*W3 (fp32 in DEST, SFPU mul/add) // the same SFPU functions and operation order as the former ttnn.multiply / ttnn.add chain // (binary_ng SFPU path: bf16 G unpacked exactly, fp32 W unpacked with UnpackToDestFp32). // Pages are row-major "pseudo tiles" (see the reader); elementwise math is order-agnostic. #include #include "api/compute/compute_kernel_api.h" #include "api/compute/tile_move_copy.h" #include "api/compute/eltwise_binary_sfpu.h" #include "api/compute/eltwise_unary/eltwise_unary.h" void kernel_main() { const uint32_t nunits = get_arg_val(0); constexpr uint32_t cb_g = get_compile_time_arg_val(0); constexpr uint32_t cb_w = get_compile_time_arg_val(1); constexpr uint32_t cb_o = get_compile_time_arg_val(2); constexpr uint32_t KT = get_compile_time_arg_val(3); unary_op_init_common(cb_g, cb_o); for (uint32_t ui = 0; ui < nunits; ++ui) { cb_wait_front(cb_w, 4 * KT); cb_wait_front(cb_g, 4 * KT); for (uint32_t p = 0; p < KT; ++p) { tile_regs_acquire(); for (uint32_t t = 0; t < 4; ++t) { const uint32_t dg = t == 0 ? 0 : 1; copy_tile_to_dst_init_short_with_dt(cb_w, cb_g); copy_tile(cb_g, p * 4 + t, dg); copy_tile_to_dst_init_short_with_dt(cb_g, cb_w); copy_tile(cb_w, p * 4 + t, dg + 1); #ifndef SF_NO_SFPU mul_binary_tile_init(); mul_binary_tile(dg, dg + 1, dg); if (t > 0) { add_binary_tile_init(); add_binary_tile(0, 1, 0); } #endif } tile_regs_commit(); tile_regs_wait(); cb_reserve_back(cb_o, 1); pack_tile(0, cb_o); cb_push_back(cb_o, 1); tile_regs_release(); } cb_pop_front(cb_g, 4 * KT); cb_pop_front(cb_w, 4 * KT); } }