#!/usr/bin/env python3 import collections from osaca.frontend import Frontend from osaca.parser import ParserAArch64v81, ParserX86ATT from osaca.semantics import (INSTR_FLAGS, KernelDG, MachineModel, SemanticsAppender, reduce_to_section) class KerncraftAPI(object): def __init__(self, arch): self.machine_model = MachineModel(arch=arch) self.semantics = SemanticsAppender(self.machine_model) isa = self.machine_model.get_ISA().lower() if isa == 'aarch64': self.parser = ParserAArch64v81() elif isa == 'x86': self.parser = ParserX86ATT() def analyze_code(self, code): parsed_code = self.parser.parse_file(code) kernel = reduce_to_section(parsed_code, self.machine_model.get_ISA()) self.semantics.add_semantics(kernel) return kernel def create_output(self, kernel, verbose=False): kernel_graph = KernelDG(kernel, self.parser, self.machine_model) frontend = Frontend(arch=self.machine_model.get_arch()) frontend.print_full_analysis(kernel, kernel_graph, verbose=verbose) def get_unmatched_instruction_ratio(self, kernel): unmatched_counter = 0 for instruction in kernel: if ( INSTR_FLAGS.TP_UNKWN in instruction['flags'] and INSTR_FLAGS.LT_UNKWN in instruction['flags'] ): unmatched_counter += 1 return unmatched_counter / len(kernel) def get_port_occupation_cycles(self, kernel): throughput_values = self.semantics.get_throughput_sum(kernel) port_names = self.machine_model['ports'] return collections.OrderedDict(list(zip(port_names, throughput_values))) def get_total_throughput(self, kernel): return max(self.semantics.get_throughput_sum(kernel)) def get_latency(self, kernel): return (self.get_lcd(kernel), self.get_cp(kernel)) def get_cp(self, kernel): kernel_graph = KernelDG(kernel, self.parser, self.machine_model) kernel_cp = kernel_graph.get_critical_path() return sum([x['latency_cp'] for x in kernel_cp]) def get_lcd(self, kernel): kernel_graph = KernelDG(kernel, self.parser, self.machine_model) lcd_dict = kernel_graph.get_loopcarried_dependencies() lcd = 0.0 for dep in lcd_dict: lcd_tmp = sum([x['latency_lcd'] for x in lcd_dict[dep]['dependencies']]) lcd = lcd_tmp if lcd_tmp > lcd else lcd return lcd