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https://github.com/RRZE-HPC/OSACA.git
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56 lines
2.2 KiB
Python
Executable File
56 lines
2.2 KiB
Python
Executable File
#!/usr/bin/env python3
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import collections
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from osaca.frontend import Frontend
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from osaca.parser import ParserAArch64v81, ParserX86ATT
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from osaca.semantics import (INSTR_FLAGS, KernelDG, MachineModel, SemanticsAppender,
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reduce_to_section)
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class KerncraftAPI(object):
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def __init__(self, arch):
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self.machine_model = MachineModel(arch=arch)
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self.semantics = SemanticsAppender(self.machine_model)
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isa = self.machine_model.get_ISA().lower()
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if isa == 'aarch64':
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self.parser = ParserAArch64v81()
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elif isa == 'x86':
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self.parser = ParserX86ATT()
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def analyze_code(self, code):
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parsed_code = self.parser.parse_file(code)
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kernel = reduce_to_section(parsed_code, self.machine_model.get_ISA())
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for i in range(len(kernel)):
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self.semantics.assign_src_dst(kernel[i])
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self.semantics.assign_tp_lt(kernel[i])
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return kernel
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def create_output(self, kernel, show_lineno=False):
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kernel_graph = KernelDG(kernel, self.parser, self.machine_model)
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frontend = Frontend(arch=self.machine_model.get_arch())
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frontend.print_throughput_analysis(kernel, show_lineno=show_lineno)
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frontend.print_latency_analysis(kernel_graph.get_critical_path())
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def get_unmatched_instruction_ratio(self, kernel):
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unmatched_counter = 0
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for instruction in kernel:
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if (
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INSTR_FLAGS.TP_UNKWN in instruction['flags']
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and INSTR_FLAGS.LT_UNKWN in instruction['flags']
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):
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unmatched_counter += 1
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return unmatched_counter / len(kernel)
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def get_port_occupation_cycles(self, kernel):
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throughput_values = self.semantics.get_throughput_sum(kernel)
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port_names = self.machine_model['ports']
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return collections.OrderedDict(list(zip(port_names, throughput_values)))
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def get_total_throughput(self, kernel):
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return max(self.semantics.get_throughput_sum(kernel))
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def get_latency(self, kernel):
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kernel_graph = KernelDG(kernel, self.parser, self.machine_model)
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return sum([x if x['latency'] is not None else 0 for x in kernel_graph])
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