from ariths_gen.wire_components import ( ConstantWireValue0, ConstantWireValue1, Bus ) from ariths_gen.core.arithmetic_circuits import ( GeneralCircuit ) from ariths_gen.one_bit_circuits.logic_gates import ( AndGate, NandGate, OrGate, NorGate, NotGate ) from ariths_gen.one_bit_circuits.one_bit_components import ( XorGateComponent, XnorGateComponent, ) import re class UnsignedCGPCircuit(GeneralCircuit): """Unsigned circuit variant that loads CGP code and is able to export it to C/verilog/Blif/CGP.""" def __init__(self, code: str = "", input_widths: list = None, inputs: list = None, prefix: str = "", name: str = "cgp", **kwargs): cgp_prefix, cgp_core, cgp_outputs = re.match( r"{(.*)}(.*)\(([^()]+)\)", code).groups() c_in, c_out, c_rows, c_cols, c_ni, c_no, c_lback = map( int, cgp_prefix.split(",")) assert inputs is not None or input_widths is not None, "Either inputs or input_widths must be provided" if inputs: assert input_widths is None, "Only one of inputs or input_widths must be provided" input_widths =[i.N for i in inputs] assert sum(input_widths) == c_in, f"CGP input width {c_in} doesn't match inputs {inputs_widths}" else: assert sum( input_widths) == c_in, f"CGP input width {c_in} doesn't match input_widths {input_widths}" def get_name(i): if i < 26: return chr(i + 0x61) assert i < 26 * 26 return chr(i // 26 + 0x60) + chr(i % 26 + 0x61) inputs = [Bus(N=bw, prefix=f"input_{get_name(i)}") for i, bw in enumerate(input_widths)] # Assign each Bus object in self.inputs to a named attribute of self for bus in inputs: # Here, bus.prefix is 'input_a', 'input_b', etc. # We strip 'input_' and use the remaining part (e.g., 'a', 'b') to create the attribute name attr_name = bus.prefix.replace('input_', '') setattr(self, attr_name, bus) # Adding values to the list self.vals = {} j = 2 # Start from two, 0=False, 1=True for iid, bw in enumerate(input_widths): for i in range(bw): assert j not in self.vals self.vals[j] = inputs[iid].get_wire(i) j += 1 super().__init__(prefix=prefix, name=name, out_N=c_out, inputs=inputs, **kwargs) if not code: return # only for getting the name cgp_core = cgp_core.split(")(") i = 0 for definition in cgp_core: i, in_a, in_b, fn = map(int, re.match( r"\(?\[(\d+)\](\d+),(\d+),(\d+)\)?", definition).groups()) if in_a > i or in_b > i: raise ValueError(f"Backward connection in CGP gene \"{definition}\", maxid = {i}") if in_a == i or in_b == i: raise ValueError(f"Loop connection in CGP gene: \"{definition}\", maxid = {i}") comp_set = dict(prefix=f"{self.prefix}_core_{i:03d}", parent_component=self) a, b = self._get_wire(in_a), self._get_wire(in_b) if fn == 0: # IDENTITY o = a elif fn == 1: # NOT o = self.add_component(NotGate(a, **comp_set)).out elif fn == 2: # AND o = self.add_component(AndGate(a, b, **comp_set)).out elif fn == 3: # OR o = self.add_component(OrGate(a, b, **comp_set)).out elif fn == 4: # XOR o = self.add_component(XorGateComponent(a, b, **comp_set)).out.get_wire(0) elif fn == 5: # NAND o = self.add_component(NandGate(a, b, **comp_set)).out elif fn == 6: # NOR o = self.add_component(NorGate(a, b, **comp_set)).out elif fn == 7: # XNOR o = self.add_component(XnorGateComponent(a, b, **comp_set)).out.get_wire(0) elif fn == 8: # TRUE o = ConstantWireValue1() elif fn == 9: # FALSE o = ConstantWireValue0() assert i not in self.vals self.vals[i] = o # Output connection for i, o in enumerate(map(int, cgp_outputs.split(","))): if o >= c_in + c_rows * c_cols + 2: raise ValueError( f"Output {i} is connected to wire {o} which is not in the range of CGP wires ({c_in + c_rows * c_cols + 2})") w = self._get_wire(o) self.out.connect(i, w) @staticmethod def get_inputs_outputs(code: str): cgp_prefix, cgp_core, cgp_outputs = re.match( r"{(.*)}(.*)\(([^()]+)\)", code).groups() c_in, c_out, c_rows, c_cols, c_ni, c_no, c_lback = map( int, cgp_prefix.split(",")) return c_in, c_out def _get_wire(self, i): if i == 0: return ConstantWireValue0() if i == 1: return ConstantWireValue1() try: return self.vals[i] except KeyError: raise KeyError(f"Key {i} not found in " + ", ".join( [f"{i}: {v}" for i, v in self.vals.items()] )) class SignedCGPCircuit(UnsignedCGPCircuit): """Signed circuit variant that loads CGP code and is able to export it to C/verilog/Blif/CGP.""" def __init__(self, code: str, input_widths: list = None, inputs: list=None, prefix: str = "", name: str = "cgp", **kwargs): super().__init__(code=code, input_widths=input_widths, inputs=inputs, prefix=prefix, name=name, signed=True, **kwargs) self.c_data_type = "int64_t"