/** * Author......: See docs/credits.txt * License.....: MIT */ #include "common.h" #include "types.h" #include "event.h" #include "backend.h" #include "status.h" #include "autotune.h" static double try_run (hashcat_ctx_t *hashcat_ctx, hc_device_param_t *device_param, const u32 kernel_accel, const u32 kernel_loops, const u32 kernel_threads) { hashconfig_t *hashconfig = hashcat_ctx->hashconfig; user_options_t *user_options = hashcat_ctx->user_options; device_param->kernel_param.loop_pos = 0; device_param->kernel_param.loop_cnt = kernel_loops; // not a bug, both need to be set device_param->kernel_param.il_cnt = kernel_loops; // because there's two variables for inner iters for slow and fast hashes const u32 hardware_power = ((hashconfig->opts_type & OPTS_TYPE_MP_MULTI_DISABLE) ? 1 : device_param->device_processors) * kernel_threads; u32 kernel_power_try = hardware_power * kernel_accel; if (user_options->attack_mode == ATTACK_MODE_ASSOCIATION) { hashes_t *hashes = hashcat_ctx->hashes; const u32 salts_cnt = hashes->salts_cnt; if (kernel_power_try > salts_cnt) { kernel_power_try = salts_cnt; } } const u32 kernel_threads_sav = device_param->kernel_threads; device_param->kernel_threads = kernel_threads; const double spin_damp_sav = device_param->spin_damp; device_param->spin_damp = 0; if (hashconfig->attack_exec == ATTACK_EXEC_INSIDE_KERNEL) { if (hashconfig->opti_type & OPTI_TYPE_OPTIMIZED_KERNEL) { run_kernel (hashcat_ctx, device_param, KERN_RUN_1, 0, kernel_power_try, true, 0); } else { run_kernel (hashcat_ctx, device_param, KERN_RUN_4, 0, kernel_power_try, true, 0); } } else { run_kernel (hashcat_ctx, device_param, KERN_RUN_2, 0, kernel_power_try, true, 0); } device_param->spin_damp = spin_damp_sav; device_param->kernel_threads = kernel_threads_sav; const double exec_msec_prev = get_avg_exec_time (device_param, 1); return exec_msec_prev; } static double try_run_times (hashcat_ctx_t *hashcat_ctx, hc_device_param_t *device_param, const u32 kernel_accel, const u32 kernel_loops, const u32 kernel_threads, const int times) { double exec_msec_best = try_run (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads); for (int i = 1; i < times; i++) { double exec_msec = try_run (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads); if (exec_msec > exec_msec_best) continue; exec_msec_best = exec_msec; } return exec_msec_best; } static u32 previous_power_of_two (const u32 x) { // https://stackoverflow.com/questions/2679815/previous-power-of-2 // really cool! if (x == 0) return 0; u32 r = x; r |= (r >> 1); r |= (r >> 2); r |= (r >> 4); r |= (r >> 8); r |= (r >> 16); return r - (r >> 1); } static int autotune (hashcat_ctx_t *hashcat_ctx, hc_device_param_t *device_param) { const hashconfig_t *hashconfig = hashcat_ctx->hashconfig; const backend_ctx_t *backend_ctx = hashcat_ctx->backend_ctx; const straight_ctx_t *straight_ctx = hashcat_ctx->straight_ctx; const user_options_t *user_options = hashcat_ctx->user_options; const double target_msec = backend_ctx->target_msec; const u32 kernel_accel_min = device_param->kernel_accel_min; const u32 kernel_accel_max = device_param->kernel_accel_max; const u32 kernel_loops_min = device_param->kernel_loops_min; const u32 kernel_loops_max = device_param->kernel_loops_max; const u32 kernel_threads_min = device_param->kernel_threads_min; const u32 kernel_threads_max = device_param->kernel_threads_max; // stores the minimum values // they could be used if the autotune fails and user specify --force if (user_options->force == true) { device_param->kernel_accel = kernel_accel_min; device_param->kernel_loops = kernel_loops_min; device_param->kernel_threads = kernel_threads_min; device_param->hardware_power = ((hashconfig->opts_type & OPTS_TYPE_MP_MULTI_DISABLE) ? 1 : device_param->device_processors) * kernel_threads_min; device_param->kernel_power = device_param->hardware_power * kernel_accel_min; } // start engine u32 kernel_accel = kernel_accel_min; u32 kernel_loops = kernel_loops_min; // for the threads we take as initial value what we receive from the runtime // but is only to start with something, we will fine tune this value as soon as we have our workload specified // this thread limiting is also performed inside run_kernel() so we need to redo it here, too u32 kernel_wgs = 0; u32 kernel_wgs_multiple = 0; if (hashconfig->attack_exec == ATTACK_EXEC_INSIDE_KERNEL) { if (hashconfig->opti_type & OPTI_TYPE_OPTIMIZED_KERNEL) { kernel_wgs = device_param->kernel_wgs1; kernel_wgs_multiple = device_param->kernel_preferred_wgs_multiple1; } else { kernel_wgs = device_param->kernel_wgs4; kernel_wgs_multiple = device_param->kernel_preferred_wgs_multiple4; } } else { kernel_wgs = device_param->kernel_wgs2; kernel_wgs_multiple = device_param->kernel_preferred_wgs_multiple2; } u32 kernel_threads = kernel_threads_max; if ((kernel_wgs >= kernel_threads_min) && (kernel_wgs <= kernel_threads_max)) { kernel_threads = kernel_wgs; } // having a value power of 2 makes it easier to divide const u32 kernel_threads_p2 = previous_power_of_two (kernel_threads); if ((kernel_threads_p2 >= kernel_threads_min) && (kernel_threads_p2 <= kernel_threads_max)) { kernel_threads = kernel_threads_p2; } // in this case the user specified a fixed -n and -u on the commandline // no way to tune anything // but we need to run a few caching rounds if ((kernel_accel_min == kernel_accel_max) && (kernel_loops_min == kernel_loops_max)) { #if defined (DEBUG) // don't do any autotune in debug mode in this case // we're probably during kernel development #else if (hashconfig->warmup_disable == false) { try_run (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads); try_run (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads); try_run (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads); try_run (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads); } #endif } else { // from here it's clear we are allowed to autotune // so let's init some fake words const u32 hardware_power_max = ((hashconfig->opts_type & OPTS_TYPE_MP_MULTI_DISABLE) ? 1 : device_param->device_processors) * kernel_threads_max; u32 kernel_power_max = hardware_power_max * kernel_accel_max; if (user_options->attack_mode == ATTACK_MODE_ASSOCIATION) { hashes_t *hashes = hashcat_ctx->hashes; const u32 salts_cnt = hashes->salts_cnt; if (kernel_power_max > salts_cnt) { kernel_power_max = salts_cnt; } } device_param->at_rc = -2; if (device_param->is_cuda == true) { if (run_cuda_kernel_atinit (hashcat_ctx, device_param, device_param->cuda_d_pws_buf, kernel_power_max) == -1) return -1; } if (device_param->is_hip == true) { if (run_hip_kernel_atinit (hashcat_ctx, device_param, device_param->hip_d_pws_buf, kernel_power_max) == -1) return -1; } #if defined (__APPLE__) if (device_param->is_metal == true) { if (run_metal_kernel_atinit (hashcat_ctx, device_param, device_param->metal_d_pws_buf, kernel_power_max) == -1) return -1; } #endif if (device_param->is_opencl == true) { if (run_opencl_kernel_atinit (hashcat_ctx, device_param, device_param->opencl_d_pws_buf, kernel_power_max) == -1) return -1; } if (user_options->slow_candidates == true) { } else { if (hashconfig->attack_exec == ATTACK_EXEC_INSIDE_KERNEL) { if (straight_ctx->kernel_rules_cnt > 1) { device_param->at_rc = -3; if (device_param->is_cuda == true) { if (hc_cuMemcpyDtoDAsync (hashcat_ctx, device_param->cuda_d_rules_c, device_param->cuda_d_rules, MIN (kernel_loops_max, KERNEL_RULES) * sizeof (kernel_rule_t), device_param->cuda_stream) == -1) return -1; } if (device_param->is_hip == true) { if (hc_hipMemcpyDtoDAsync (hashcat_ctx, device_param->hip_d_rules_c, device_param->hip_d_rules, MIN (kernel_loops_max, KERNEL_RULES) * sizeof (kernel_rule_t), device_param->hip_stream) == -1) return -1; } #if defined (__APPLE__) if (device_param->is_metal == true) { if (hc_mtlMemcpyDtoD (hashcat_ctx, device_param->metal_command_queue, device_param->metal_d_rules_c, 0, device_param->metal_d_rules, 0, MIN (kernel_loops_max, KERNEL_RULES) * sizeof (kernel_rule_t)) == -1) return -1; } #endif if (device_param->is_opencl == true) { if (hc_clEnqueueCopyBuffer (hashcat_ctx, device_param->opencl_command_queue, device_param->opencl_d_rules, device_param->opencl_d_rules_c, 0, 0, MIN (kernel_loops_max, KERNEL_RULES) * sizeof (kernel_rule_t), 0, NULL, NULL) == -1) return -1; } } } } // we also need to initialize some values using kernels if (hashconfig->attack_exec == ATTACK_EXEC_INSIDE_KERNEL) { // nothing to do } else { const u32 kernel_threads_sav = device_param->kernel_threads; device_param->kernel_threads = device_param->kernel_wgs1; run_kernel (hashcat_ctx, device_param, KERN_RUN_1, 0, kernel_power_max, false, 0); if (hashconfig->opts_type & OPTS_TYPE_LOOP_PREPARE) { device_param->kernel_threads = device_param->kernel_wgs2p; run_kernel (hashcat_ctx, device_param, KERN_RUN_2P, 0, kernel_power_max, false, 0); } device_param->kernel_threads = kernel_threads_sav; } // Do a pre-autotune test run to find out if kernel runtime is above some TDR limit u32 kernel_loops_max_reduced = kernel_loops_max; if (true) { double exec_msec = try_run (hashcat_ctx, device_param, kernel_accel_min, kernel_loops_min, kernel_threads); if (exec_msec > 2000) { event_log_error (hashcat_ctx, "Kernel minimum runtime larger than default TDR"); device_param->at_rc = -4; return -1; } exec_msec = try_run (hashcat_ctx, device_param, kernel_accel_min, kernel_loops_min, kernel_threads); const u32 mm = kernel_loops_max / kernel_loops_min; if ((exec_msec * mm) > target_msec) { const u32 loops_valid = (const u32) (target_msec / exec_msec); kernel_loops_max_reduced = kernel_loops_min * loops_valid; } } // first find out highest kernel-loops that stays below target_msec if (kernel_loops_min < kernel_loops_max) { for (kernel_loops = kernel_loops_max; kernel_loops > kernel_loops_min; kernel_loops >>= 1) { if (kernel_loops > kernel_loops_max_reduced) continue; double exec_msec = try_run_times (hashcat_ctx, device_param, kernel_accel_min, kernel_loops, kernel_threads, 1); if (exec_msec < target_msec) break; } } #define STEPS_CNT 16 // now the same for kernel-accel but with the new kernel-loops from previous loop set if (kernel_accel_min < kernel_accel_max) { for (int i = 0; i < STEPS_CNT; i++) { const u32 kernel_accel_try = 1U << i; if (kernel_accel_try < kernel_accel_min) continue; if (kernel_accel_try > kernel_accel_max) break; double exec_msec = try_run_times (hashcat_ctx, device_param, kernel_accel_try, kernel_loops, kernel_threads, 1); if (exec_msec > target_msec) break; kernel_accel = kernel_accel_try; } } // now find the middle balance between kernel_accel and kernel_loops // while respecting allowed ranges at the same time if (kernel_accel < kernel_loops) { const u32 kernel_accel_orig = kernel_accel; const u32 kernel_loops_orig = kernel_loops; double exec_msec_prev = try_run_times (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads, 1); for (int i = 1; i < STEPS_CNT; i++) { const u32 kernel_accel_try = kernel_accel_orig * (1U << i); const u32 kernel_loops_try = kernel_loops_orig / (1U << i); if (kernel_accel_try < kernel_accel_min) continue; if (kernel_accel_try > kernel_accel_max) break; if (kernel_loops_try > kernel_loops_max) continue; if (kernel_loops_try < kernel_loops_min) break; // do a real test const double exec_msec = try_run_times (hashcat_ctx, device_param, kernel_accel_try, kernel_loops_try, kernel_threads, 1); if (exec_msec_prev < exec_msec) break; exec_msec_prev = exec_msec; // so far, so good! save kernel_accel = kernel_accel_try; kernel_loops = kernel_loops_try; // too much if the next test is true if (kernel_loops_try < kernel_accel_try) break; } } double exec_msec_pre_final = try_run_times (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads, 1); const u32 exec_left = (const u32) (target_msec / exec_msec_pre_final); const u32 accel_left = kernel_accel_max / kernel_accel; const u32 exec_accel_min = MIN (exec_left, accel_left); // we want that to be int if (exec_accel_min >= 1) { // this is safe to not overflow kernel_accel_max because of accel_left kernel_accel *= exec_accel_min; } // v6.2.4 new section: find thread count // This is not as effective as it could be because of inaccurate kernel return timers // But is better than fixed values // Timers in this section are critical, so we rerun measurements 3 times if (kernel_threads_max > kernel_threads_min) { const u32 kernel_accel_orig = kernel_accel; const u32 kernel_threads_orig = kernel_threads; double exec_msec_prev = try_run_times (hashcat_ctx, device_param, kernel_accel, kernel_loops, kernel_threads, 3); for (int i = 1; i < STEPS_CNT; i++) { const u32 kernel_accel_try = kernel_accel_orig * (1U << i); const u32 kernel_threads_try = kernel_threads_orig / (1U << i); // since we do not modify total amount of workitems, we can (and need) to do increase kernel_accel_max const u32 kernel_accel_max_try = kernel_accel_max * (1U << i); if (kernel_accel_try > kernel_accel_max_try) break; if (kernel_threads_try < kernel_threads_min) break; if (kernel_threads_try % kernel_wgs_multiple) break; // this would just be waste of time double exec_msec = try_run_times (hashcat_ctx, device_param, kernel_accel_try, kernel_loops, kernel_threads_try, 3); if (exec_msec > exec_msec_prev) continue; exec_msec_prev = exec_msec; kernel_accel = kernel_accel_try; kernel_threads = kernel_threads_try; } } } // reset them fake words // reset other buffers in case autotune cracked something device_param->at_rc = -5; if (device_param->is_cuda == true) { if (run_cuda_kernel_bzero (hashcat_ctx, device_param, device_param->cuda_d_pws_buf, device_param->size_pws) == -1) return -1; if (run_cuda_kernel_bzero (hashcat_ctx, device_param, device_param->cuda_d_plain_bufs, device_param->size_plains) == -1) return -1; if (run_cuda_kernel_bzero (hashcat_ctx, device_param, device_param->cuda_d_digests_shown, device_param->size_shown) == -1) return -1; if (run_cuda_kernel_bzero (hashcat_ctx, device_param, device_param->cuda_d_result, device_param->size_results) == -1) return -1; if (run_cuda_kernel_bzero (hashcat_ctx, device_param, device_param->cuda_d_tmps, device_param->size_tmps) == -1) return -1; } if (device_param->is_hip == true) { if (run_hip_kernel_bzero (hashcat_ctx, device_param, device_param->hip_d_pws_buf, device_param->size_pws) == -1) return -1; if (run_hip_kernel_bzero (hashcat_ctx, device_param, device_param->hip_d_plain_bufs, device_param->size_plains) == -1) return -1; if (run_hip_kernel_bzero (hashcat_ctx, device_param, device_param->hip_d_digests_shown, device_param->size_shown) == -1) return -1; if (run_hip_kernel_bzero (hashcat_ctx, device_param, device_param->hip_d_result, device_param->size_results) == -1) return -1; if (run_hip_kernel_bzero (hashcat_ctx, device_param, device_param->hip_d_tmps, device_param->size_tmps) == -1) return -1; } #if defined (__APPLE__) if (device_param->is_metal == true) { if (run_metal_kernel_bzero (hashcat_ctx, device_param, device_param->metal_d_pws_buf, device_param->size_pws) == -1) return -1; if (run_metal_kernel_bzero (hashcat_ctx, device_param, device_param->metal_d_plain_bufs, device_param->size_plains) == -1) return -1; if (run_metal_kernel_bzero (hashcat_ctx, device_param, device_param->metal_d_digests_shown, device_param->size_shown) == -1) return -1; if (run_metal_kernel_bzero (hashcat_ctx, device_param, device_param->metal_d_result, device_param->size_results) == -1) return -1; if (run_metal_kernel_bzero (hashcat_ctx, device_param, device_param->metal_d_tmps, device_param->size_tmps) == -1) return -1; } #endif if (device_param->is_opencl == true) { if (run_opencl_kernel_bzero (hashcat_ctx, device_param, device_param->opencl_d_pws_buf, device_param->size_pws) == -1) return -1; if (run_opencl_kernel_bzero (hashcat_ctx, device_param, device_param->opencl_d_plain_bufs, device_param->size_plains) == -1) return -1; if (run_opencl_kernel_bzero (hashcat_ctx, device_param, device_param->opencl_d_digests_shown, device_param->size_shown) == -1) return -1; if (run_opencl_kernel_bzero (hashcat_ctx, device_param, device_param->opencl_d_result, device_param->size_results) == -1) return -1; if (run_opencl_kernel_bzero (hashcat_ctx, device_param, device_param->opencl_d_tmps, device_param->size_tmps) == -1) return -1; device_param->at_rc = -6; if (hc_clFlush (hashcat_ctx, device_param->opencl_command_queue) == -1) return -1; } // reset timer device_param->exec_pos = 0; memset (device_param->exec_msec, 0, EXEC_CACHE * sizeof (double)); memset (device_param->exec_us_prev1, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev2, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev3, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev4, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev_init2, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev_loop2, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev_aux1, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev_aux2, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev_aux3, 0, EXPECTED_ITERATIONS * sizeof (double)); memset (device_param->exec_us_prev_aux4, 0, EXPECTED_ITERATIONS * sizeof (double)); // store device_param->kernel_accel = kernel_accel; device_param->kernel_loops = kernel_loops; device_param->kernel_threads = kernel_threads; const u32 hardware_power = ((hashconfig->opts_type & OPTS_TYPE_MP_MULTI_DISABLE) ? 1 : device_param->device_processors) * device_param->kernel_threads; device_param->hardware_power = hardware_power; const u32 kernel_power = device_param->hardware_power * device_param->kernel_accel; device_param->kernel_power = kernel_power; return 0; } HC_API_CALL void *thread_autotune (void *p) { thread_param_t *thread_param = (thread_param_t *) p; hashcat_ctx_t *hashcat_ctx = thread_param->hashcat_ctx; backend_ctx_t *backend_ctx = hashcat_ctx->backend_ctx; if (backend_ctx->enabled == false) return NULL; hc_device_param_t *device_param = backend_ctx->devices_param + thread_param->tid; if (device_param->skipped == true) return NULL; if (device_param->skipped_warning == true) return NULL; // init autotunes status and rc device_param->at_status = AT_STATUS_FAILED; device_param->at_rc = -1; // generic error if (device_param->is_cuda == true) { if (hc_cuCtxPushCurrent (hashcat_ctx, device_param->cuda_context) == -1) return NULL; } if (device_param->is_hip == true) { if (hc_hipCtxPushCurrent (hashcat_ctx, device_param->hip_context) == -1) return NULL; } // check for autotune failure if (autotune (hashcat_ctx, device_param) == 0) { device_param->at_status = AT_STATUS_PASSED; device_param->at_rc = 0; } if (device_param->is_cuda == true) { if (hc_cuCtxPopCurrent (hashcat_ctx, &device_param->cuda_context) == -1) return NULL; } if (device_param->is_hip == true) { if (hc_hipCtxPopCurrent (hashcat_ctx, &device_param->hip_context) == -1) return NULL; } return NULL; }