// SPDX-FileCopyrightText: © 2026 Tenstorrent USA, Inc. // SPDX-License-Identifier: Apache-2.0 // // SuperPoint keypoint list on device, two-RISC version of kp_compact.cpp (same HDR output format, // see there). The candidate slots C [NSLOT, CAP+1] live in THIS core's L1 (sharded on core (0,0)), // so they are read in place. Both data-movement RISCs run this kernel (PROC 0 / 1): each computes // the kept count of every slot, the slots are split where the kept prefix reaches half of the total, // PROC 0 writes entries of slots [0, split), PROC 1 of [split, NSLOT) into the shared L1 header // image; PROC 1 then raises semaphore 0 and PROC 0 finishes the header and writes it to DRAM. // KPC_HR (single-D2H mode): PROC 0 also picks the descriptor bucket b = max(spec, ceil(n/BSTEP) - 1) // (spec = word 2 of the 64 B parameter tensor, the host's speculative bucket), stores b in HDR[3] (the // sampler writes the rows to the same bucket) and copies the header into the first KPC_HR rows of // bucket b, so the host reads header + descriptor rows in ONE transfer. // Runtime args (KPC_HR): c_addr, hdr_addr, tab_addr, prm_addr, then the NB bucket addresses. #include #include "api/dataflow/dataflow_api.h" void kernel_main() { const uint32_t c_addr = get_arg_val(0); const uint32_t hdr_addr = get_arg_val(1); const uint32_t tab_addr = get_arg_val(2); constexpr uint32_t cb_scratch = get_compile_time_arg_val(0); constexpr uint32_t NSLOT = get_compile_time_arg_val(1); constexpr uint32_t CAP = get_compile_time_arg_val(2); constexpr uint32_t W = get_compile_time_arg_val(3); constexpr uint32_t KMAX = get_compile_time_arg_val(4); constexpr uint32_t ROWS_PER_CORE = get_compile_time_arg_val(5); constexpr uint32_t SPLIT = get_compile_time_arg_val(6); // BRISC rows of an NMS core constexpr uint32_t H = get_compile_time_arg_val(7); constexpr uint32_t PROC = get_compile_time_arg_val(8); constexpr uint32_t SLOT_BYTES = (CAP + 1) * 4; constexpr uint32_t HDR_WORDS = 16 + 4 * KMAX; constexpr uint32_t TAB_BYTES = (2 * W + 2 * H) * 4; constexpr uint32_t TAB_REGION = (TAB_BYTES + 63) & ~63u; constexpr auto hdr_args = TensorAccessorArgs<9>(); constexpr auto tab_args = TensorAccessorArgs(); const auto hdracc = TensorAccessor(hdr_args, hdr_addr, HDR_WORDS * 4); const auto tabacc = TensorAccessor(tab_args, tab_addr, TAB_BYTES); #ifdef KPC_HR constexpr auto prm_args = TensorAccessorArgs(); constexpr auto bk_args = TensorAccessorArgs(); constexpr uint32_t ROWB = KPC_C * 4; // one bucket row (page) in bytes #endif const uint32_t base = get_write_ptr(cb_scratch); const uint32_t tab_l1 = base + PROC * TAB_REGION; const uint32_t hdr_l1 = base + 2 * TAB_REGION; noc_async_read(tabacc.get_noc_addr(0), tab_l1, TAB_BYTES); #ifdef KPC_HR const uint32_t prm_l1 = hdr_l1 + HDR_WORDS * 4; if constexpr (PROC == 0) { const auto prmacc = TensorAccessor(prm_args, get_arg_val(3), 64); noc_async_read(prmacc.get_noc_addr(0), prm_l1, 64); } #endif // kept count per slot (capped by CAP and by the global KMAX budget), split point uint32_t total = 0, overflow = 0, kept = 0; for (uint32_t s = 0; s < NSLOT; ++s) { uint32_t cnt = reinterpret_cast(c_addr + s * SLOT_BYTES)[0]; total += cnt; if (cnt > CAP) { overflow = 1; cnt = CAP; } const uint32_t room = KMAX - kept; kept += cnt < room ? cnt : room; } const uint32_t half = kept / 2; uint32_t split = NSLOT, pre = 0, n0 = 0; for (uint32_t s = 0; s < NSLOT; ++s) { if (pre >= half) { split = s; n0 = pre; break; } uint32_t cnt = reinterpret_cast(c_addr + s * SLOT_BYTES)[0]; if (cnt > CAP) { cnt = CAP; } const uint32_t room = KMAX - pre; pre += cnt < room ? cnt : room; } if (split == NSLOT) { n0 = pre; } noc_async_read_barrier(); const uint32_t* tx = reinterpret_cast(tab_l1); const uint32_t* ty = tx + 2 * W; uint32_t* hdr = reinterpret_cast(hdr_l1); uint32_t* out = hdr + 16; const uint32_t s_begin = PROC == 0 ? 0 : split, s_end = PROC == 0 ? split : NSLOT; uint32_t n = PROC == 0 ? 0 : n0; for (uint32_t s = s_begin; s < s_end && n < KMAX; ++s) { const uint32_t* slot = reinterpret_cast(c_addr + s * SLOT_BYTES); uint32_t cnt = slot[0]; if (cnt == 0) { continue; } if (cnt > CAP) { cnt = CAP; } const uint32_t y_first = (s >> 1) * ROWS_PER_CORE + ((s & 1) ? SPLIT : 0); uint32_t m = KMAX - n; if (cnt < m) { m = cnt; } uint32_t* o = out + 4 * n; for (uint32_t j = 0; j < m; ++j, o += 4) { const uint32_t e = slot[1 + j]; uint32_t x = e & 0xFFFF, y = y_first; while (x >= W) { x -= W; ++y; } o[0] = (y << 16) | x; o[1] = e >> 16; o[2] = (ty[2 * y] << 16) | ty[2 * y + 1]; o[3] = (tx[2 * x] << 16) | tx[2 * x + 1]; } n += m; } volatile tt_l1_ptr uint32_t* sem = reinterpret_cast(get_semaphore(0)); if constexpr (PROC == 1) { *sem = 1; return; } else { noc_semaphore_wait(sem, 1); *sem = 0; const uint32_t nr = (kept + 31) & ~31u; for (uint32_t k = 4 * kept; k < 4 * nr; ++k) { out[k] = 0; } hdr[0] = total; hdr[1] = overflow; hdr[2] = kept; #ifdef KPC_HR constexpr uint32_t NB = KMAX / KPC_BSTEP; uint32_t b = kept == 0 ? 0 : (kept + KPC_BSTEP - 1) / KPC_BSTEP - 1; const uint32_t spec = reinterpret_cast(prm_l1)[2]; if (spec > b) { b = spec; } if (b > NB - 1) { b = NB - 1; } hdr[3] = b; #endif noc_async_write(hdr_l1, hdracc.get_noc_addr(0), (16 + 4 * nr) * 4); #ifdef KPC_HR { const auto bacc = TensorAccessor(bk_args, get_arg_val(4 + b), ROWB); const uint32_t bytes = (16 + 4 * nr) * 4; for (uint32_t p = 0, off = 0; off < bytes; ++p, off += ROWB) { const uint32_t sz = bytes - off < ROWB ? bytes - off : ROWB; noc_async_write(hdr_l1 + off, bacc.get_noc_addr(p), sz); } if (b != spec && spec < NB) { // the host reads bucket spec first: give it the counts and the bucket actually used const auto sacc = TensorAccessor(bk_args, get_arg_val(4 + spec), ROWB); noc_async_write(hdr_l1, sacc.get_noc_addr(0), 64); } } #endif noc_async_write_barrier(); } }