163 lines
8.4 KiB
C++
163 lines
8.4 KiB
C++
#ifndef GEMMINI_MMIO_H
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#define GEMMINI_MMIO_H
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#ifndef GEMMINI_PARAMS_H
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#error INCLUDE GEMMINI.H FIRST
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#endif
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#define SMEM_BASE 0xff000000
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#define SMEM_SIZE 0x4000
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#define SMEM_MASK (SMEM_SIZE - 1)
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#define SMEM_ADDR_END 0xff008000
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#define SPAD_BASE 0x0
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#define SPAD_ROW_SIZE (DIM * sizeof(elem_t))
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#define SPAD_NUM_ROWS (SMEM_SIZE / SPAD_ROW_SIZE)
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#define SPAD_MASK (SPAD_NUM_ROWS - 1)
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#define PRINT_BUF ((char *) (SMEM_ADDR_END))
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#define GEMMINI_RS1_ADDR 0xff007010
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#define GEMMINI_RS2_ADDR 0xff007018
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#define GEMMINI_INST_ADDR 0xff007000
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#define GEMMINI_BUSY_ADDR 0xff007020
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#define SMEM_TO_SPAD(smem_addr) (SPAD_BASE + ((smem_addr) & SMEM_MASK) / SPAD_ROW_SIZE)
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#define SPAD_TO_SMEM(spad_addr) (SMEM_BASE + ((spad_addr) & SPAD_MASK) * SPAD_ROW_SIZE)
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// convert normal matrix i,j into tiled smem offset
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// top_in_tiles = i / DIM
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// left_in_tiles = j / DIM
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// num_tiles_before_current = top_in_tiles * (J / DIM) + left_in_tiles
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// smem_addr = num_tiles_before_current * DIM * DIM + (i % DIM) * DIM + (j % DIM)
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#define SMEM_MAT_OFFSET(i, j, J) \
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(((i) / DIM * (J) / DIM + (j) / DIM) * DIM * DIM + ((i) % DIM) * DIM + ((j) % DIM))
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// #define fence() { for (int i = 0; i < 10; i++) *((volatile uint32_t *) (0xFFFF0000)) = 0xdeadbeef; }
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#undef gemmini_fence
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#define gemmini_fence() { while (*((volatile uint32_t *) GEMMINI_BUSY_ADDR)) asm volatile ("nop"); }
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#undef ROCC_INSTRUCTION_RS1_RS2
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#define ROCC_INSTRUCTION_RS1_RS2(x, rs1, rs2, funct) { \
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/* printf("function %d\n", funct); */ \
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uint32_t instruction = (0x7B) | (0 << 7) | (3 << 12) | (1 << 15) | (2 << 20) | ((uint32_t) (funct) << 25); \
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*((volatile uint64_t *) GEMMINI_RS1_ADDR) = (volatile uint64_t) (rs1); \
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*((volatile uint64_t *) GEMMINI_RS2_ADDR) = (volatile uint64_t) (rs2); \
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/* *((volatile uint32_t*) GEMMINI_RS2_ADDR) = (uint32_t) ((uint64_t) (rs2) & 0xFFFFFFFFULL); */ \
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/* *((volatile uint32_t*) (GEMMINI_RS2_ADDR + 4)) = (uint32_t) ((uint64_t) (rs2) >> 32); */ \
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/* gemmini_fence(); */ \
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*((volatile uint32_t*) GEMMINI_INST_ADDR) = instruction; \
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/* sprintf((char *) PRINT_BUF, "%llx %llx %d\n", rs1, rs2, funct); */ \
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}
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static void sp_tiled_matmul_full_spad_ws(const uint32_t A_sp_addr_start, const uint32_t B_sp_addr_start,
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const uint32_t D_sp_addr_start, const uint32_t C_dst_sp_addr_start,
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size_t I, size_t J, size_t K, size_t pad_I, size_t pad_J, size_t pad_K,
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bool a_transpose, bool b_transpose,
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bool full_C, bool low_D,
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bool no_bias, bool repeating_bias,
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int act) {
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gemmini_loop_ws_spad(I, J, K, pad_I, pad_J, pad_K,
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A_sp_addr_start, B_sp_addr_start + K * J * DIM, NULL, C_dst_sp_addr_start,
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a_transpose, b_transpose,
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full_C, low_D, false,
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act, 0, 0, false);
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/*
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return;
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// const uint32_t A_sp_addr_start = 0;
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// const uint32_t B_sp_addr_start = BANK_NUM * BANK_ROWS - K * J * DIM;
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// const uint32_t D_sp_addr_start = 1 << (ADDR_LEN-1);
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const uint32_t C_sp_addr_start = 2 << (ADDR_LEN-2) | (full_C << (ADDR_LEN-3));
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// const int D_blocks = low_D ? (J <= MAX_BLOCK_LEN ? J : MAX_BLOCK_LEN) :
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// (J <= MAX_BLOCK_LEN_ACC ? J : MAX_BLOCK_LEN_ACC);
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const int C_blocks = 1; //full_C ? 1 : (J <= MAX_BLOCK_LEN ? J : MAX_BLOCK_LEN);
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// const size_t sizeof_D = low_D ? sizeof(elem_t) : sizeof(acc_t);
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const size_t sizeof_C = full_C ? sizeof(acc_t) : sizeof(elem_t);
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gemmini_fence();
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if (a_transpose || b_transpose || (I < 4)) {
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for (size_t k = 0; k < K; k++) {
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for (size_t j = 0; j < J; j++) {
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for (size_t i = 0; i < I; i++) {
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const uint32_t A_sp_addr = a_transpose ? (A_sp_addr_start + (k*I + i)*DIM) :
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(A_sp_addr_start + (i*K + k)*DIM);
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const uint32_t B_sp_addr = b_transpose ? (B_sp_addr_start + (j*K + k)*DIM) :
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(B_sp_addr_start + (k*J + j)*DIM);
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const uint32_t C_sp_addr = C_sp_addr_start + (i*J + j)*DIM;
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// Compute
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uint32_t pre_sp_addr = i == 0 ? B_sp_addr : GARBAGE_ADDR;
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uint32_t out_sp_addr = C_sp_addr | ((k == 0 ? 0 : 1) << (ADDR_LEN-2));
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gemmini_extended_preload(pre_sp_addr, out_sp_addr, DIM, DIM, DIM, DIM);
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if (i == 0) { // First iteration
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gemmini_extended_compute_preloaded(A_sp_addr, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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} else { // All other iterations
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gemmini_extended_compute_accumulated(A_sp_addr, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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}
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if (k == K - 1) {
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// Move-out C (if not normalizing)
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// if (((act != LAYERNORM) && (act != SOFTMAX)) && (j == J-1 || j % C_blocks == C_blocks-1)) {
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const size_t rounded_j = j; // (j / C_blocks) * C_blocks;
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const uint32_t rounded_C_sp_addr = C_sp_addr; // C_sp_addr_start + (i*J + rounded_j)*DIM;
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const uint32_t C_dst_sp_addr = ((uint32_t) C_dst_sp_addr_start) + (i * J + rounded_j) * DIM; // * DIM * sizeof_C;
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// const size_t blocks = rounded_j + C_blocks <= J ? C_blocks : J-rounded_j;
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constexpr size_t cols = DIM; // blocks * DIM - (rounded_j + blocks >= J ? pad_J : 0);
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constexpr size_t rows = DIM; // DIM - (i == I - 1 ? pad_I : 0);
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gemmini_extended_mvout_spad(C_dst_sp_addr, 1, rounded_C_sp_addr, cols, rows);
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// }
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}
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}
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}
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}
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} else {
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for (size_t k = 0; k < K; k++) {
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for (size_t j = 0; j < J; j++) {
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uint32_t A_sp_addr = A_sp_addr_start + k * DIM; // (i*K + k)*DIM;
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const uint32_t B_sp_addr = B_sp_addr_start + (k*J + j)*DIM;
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uint32_t C_sp_addr = C_sp_addr_start + j * DIM; // (i*J + j)*DIM;
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for (size_t i = 0; i < I; i += 4) {
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// Compute
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// constexpr uint32_t pre_sp_addr = i == 0 ? B_sp_addr : GARBAGE_ADDR;
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const uint32_t out_sp_addr = C_sp_addr | ((k == 0 ? 0 : 1) << (ADDR_LEN-2));
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if (i == 0) { // First iteration
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gemmini_extended_preload(B_sp_addr, out_sp_addr, DIM, DIM, DIM, DIM);
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gemmini_extended_compute_preloaded(A_sp_addr, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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gemmini_extended_preload(GARBAGE_ADDR, out_sp_addr + J * DIM, DIM, DIM, DIM, DIM);
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gemmini_extended_compute_accumulated(A_sp_addr + K * DIM, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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gemmini_extended_preload(GARBAGE_ADDR, out_sp_addr + 2 * J * DIM, DIM, DIM, DIM, DIM);
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gemmini_extended_compute_accumulated(A_sp_addr + 2 * K * DIM, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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gemmini_extended_preload(GARBAGE_ADDR, out_sp_addr + 3 * J * DIM, DIM, DIM, DIM, DIM);
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gemmini_extended_compute_accumulated(A_sp_addr + 3 * K * DIM, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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} else { // All other iterations
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gemmini_extended_preload(GARBAGE_ADDR, out_sp_addr, DIM, DIM, DIM, DIM);
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gemmini_extended_compute_accumulated(A_sp_addr, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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gemmini_extended_preload(GARBAGE_ADDR, out_sp_addr + J * DIM, DIM, DIM, DIM, DIM);
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gemmini_extended_compute_accumulated(A_sp_addr + K * DIM, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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gemmini_extended_preload(GARBAGE_ADDR, out_sp_addr + 2 * J * DIM, DIM, DIM, DIM, DIM);
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gemmini_extended_compute_accumulated(A_sp_addr + 2 * K * DIM, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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gemmini_extended_preload(GARBAGE_ADDR, out_sp_addr + 3 * J * DIM, DIM, DIM, DIM, DIM);
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gemmini_extended_compute_accumulated(A_sp_addr + 3 * K * DIM, GARBAGE_ADDR, DIM, DIM, DIM, DIM);
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}
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if (k == K - 1) {
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for (int x = 0; x < 3; x++) gemmini_fence();
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gemmini_extended_mvout_spad((uint32_t) C_dst_sp_addr_start + (i * J + j) * DIM, 1, C_sp_addr, DIM, DIM);
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gemmini_extended_mvout_spad((uint32_t) C_dst_sp_addr_start + ((i + 1) * J + j) * DIM, 1, C_sp_addr + J * DIM, DIM, DIM);
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gemmini_extended_mvout_spad((uint32_t) C_dst_sp_addr_start + ((i + 2) * J + j) * DIM, 1, C_sp_addr + 2 * J * DIM, DIM, DIM);
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gemmini_extended_mvout_spad((uint32_t) C_dst_sp_addr_start + ((i + 3) * J + j) * DIM, 1, C_sp_addr + 3 * J * DIM, DIM, DIM);
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}
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A_sp_addr += 4 * K * DIM;
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C_sp_addr += 4 * J * DIM;
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}
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}
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}
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}
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gemmini_fence();
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*/
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}
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#endif
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