// SPDX-License-Identifier: Apache-2.0 // STEM_POOL reader (meteor-p150 OPT round 3 R3.2, tt/pool.py): the 3x3 / stride-2 / pad-1 max pool of a TILE fp32 // map [1, 1, N*H*W, C] (rows n, h, w; W % 32 == 0, so a tile row block is 32 consecutive w of one (n, h)). // One work unit = (n, oy, ct): the input rows iy = 2oy-1, 2oy, 2oy+1, channel tile ct, all WT = W / 32 tiles of each // row, into CBs 0 / 1 / 2 (WT tiles each). Row -1 (oy = 0) is the pool's zero padding: CB 0 is filled with +0.0 // (the stock chain pads with 0.0, tt.layers.maxpool3x3s2). H = 2 * OH, so row 2oy+1 always exists. // Work split (no per-core RT args, probe P3): core i = y * GX + x of the first NC cores owns the contiguous unit range // [i * B + min(i, E), + B + (i < E)) of the NU = N * OH * CT units, B = NU / NC, E = NU % NC. // CT args: [0] NU, [1] NC, [2] GX, [3] H, [4] WT, [5] CT, [6] OH, then the TensorAccessorArgs of the input. // Common RT args: [in_addr]. #include #include "api/dataflow/dataflow_api.h" constexpr uint32_t NU = get_compile_time_arg_val(0); constexpr uint32_t NC = get_compile_time_arg_val(1); constexpr uint32_t GX = get_compile_time_arg_val(2); constexpr uint32_t H = get_compile_time_arg_val(3); constexpr uint32_t WT = get_compile_time_arg_val(4); constexpr uint32_t CT = get_compile_time_arg_val(5); constexpr uint32_t OH = get_compile_time_arg_val(6); constexpr auto in_args = TensorAccessorArgs<7>(); constexpr uint32_t TB = 4096; void kernel_main() { const uint32_t core = get_absolute_logical_y() * GX + get_absolute_logical_x(); if (core >= NC) { return; } constexpr uint32_t B = NU / NC, E = NU % NC; const uint32_t u0 = core * B + (core < E ? core : E); const uint32_t nu = B + (core < E ? 1 : 0); const auto in = TensorAccessor(in_args, get_common_arg_val(0), TB); for (uint32_t u = u0; u < u0 + nu; ++u) { const uint32_t ct = u % CT; const uint32_t q = u / CT; const uint32_t oy = q % OH; const uint32_t n = q / OH; for (uint32_t k = 0; k < 3; ++k) { cb_reserve_back(k, WT); uint32_t w = get_write_ptr(k); if (oy == 0 && k == 0) { volatile tt_l1_ptr uint32_t* z = reinterpret_cast(w); for (uint32_t i = 0; i < WT * 1024; ++i) { z[i] = 0; } } else { const uint32_t iy = 2 * oy + k - 1; const uint32_t base = ((n * H + iy) * WT) * CT + ct; for (uint32_t tx = 0; tx < WT; ++tx) { noc_async_read(in.get_noc_addr(base + tx * CT), w, TB); w += TB; } } } noc_async_read_barrier(); cb_push_back(0, WT); cb_push_back(1, WT); cb_push_back(2, WT); } }