python/tvm/relay/backend/profiler_vm.py

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# pylint: disable=no-else-return, unidiomatic-typecheck, undefined-variable, invalid-name, redefined-builtin
"""
The Relay Virtual Machine profiler.

Provides extra APIs for profiling vm execution.
"""
from . import vm, _vm


def enabled():
    """Whether vm profiler is enabled."""
    return hasattr(_vm, "_VirtualMachineDebug")


class VirtualMachineProfiler(vm.VirtualMachine):
    """Relay profile VM runtime."""

    def __init__(self, mod):
        super(VirtualMachineProfiler, self).__init__(mod)
        m = mod.module if isinstance(mod, vm.Executable) else mod
        self.mod = _vm._VirtualMachineDebug(m)
        self._init = self.mod["init"]
        self._invoke = self.mod["invoke"]
        self._get_stat = self.mod["get_stat"]
        self._set_input = self.mod["set_input"]
        self._reset = self.mod["reset"]

    def get_stat(self):
        return self._get_stat()

    def reset(self):
        self._reset()