'.riscv.RISCVTarget' imported but unused (F401)

dest="feature_gen" + suffix, type=str, metavar="FEATURES", nargs="+", action="append", - help=f"Generator statement for features. (Also available: --feature-gen2 ... --feature-gen{number})" - if i == 0 - else argparse.SUPPRESS, + help=( + f"Generator statement for features. (Also available: --feature-gen2 ... --feature-gen{number})" + if i == 0 + else argparse.SUPPRESS + ), ) flow_parser.add_argument( "--config-gen" + suffix, dest="config_gen" + suffix, metavar="KEY=VALUE", nargs="+", action="append", - help=f"Generator statement for configs. (Also available: --config-gen2 ... --config-gen{number})" - if i == 0 - else argparse.SUPPRESS, + help=( + f"Generator statement for configs. (Also available: --config-gen2 ... --config-gen{number})" + if i == 0 + else argparse.SUPPRESS + ), ) add_gen_args(flow_parser, NUM_GEN_ARGS) flow_parser.add_argument( "--parallel",

num_threads=self.num_threads, debug_cfg=self.relay_debug, ) if self.use_tlcpack: pre = ["tvmc"] - return utils.exec_getout( - *pre, command, *args, live=self.print_outputs, env=env, cwd=cwd - ) + return utils.exec_getout(*pre, command, *args, live=self.print_outputs, env=env, cwd=cwd) else: if self.tvmc_custom_script is None: pre = ["-m", "tvm.driver.tvmc"] else: pre = [self.tvmc_custom_script]

if temp is None: temp = code if handle_exit is not None: temp = handle_exit(temp, out=out) return temp + if self.print_outputs: out = self.exec(elf, *args, cwd=directory, live=True, handle_exit=_handle_exit) else: out = self.exec( elf, *args, cwd=directory, live=False, print_func=lambda *args, **kwargs: None, handle_exit=_handle_exit

if temp is None: temp = code if handle_exit is not None: temp = handle_exit(temp, out=out) return temp + if self.print_outputs: self.prepare_simulator(cwd=directory, live=True) else: self.prepare_simulator(cwd=directory, live=False, print_func=lambda *args, **kwargs: None) simulation_start = time.time()

codegen_dir, self.target ) # TODO: has to go into different dirs # artifacts = self.compile_platform.artifacts if isinstance(artifacts, dict): new = { - key - if name in ["", "default"] - else (f"{name}_{key}" if key not in ["", "default"] else name): value + ( + key + if name in ["", "default"] + else (f"{name}_{key}" if key not in ["", "default"] else name) + ): value for key, value in artifacts.items() } else: new = {name if name in ["", "default"] else f"{name}": artifacts} self.artifacts_per_stage[RunStage.COMPILE].update(new)

def post_session(self, report): """Called at the end of a session.""" df = report.post_df.copy() df["Kernels"] = df.apply( - lambda row: "muRISCV-NN" - if row.get("feature_muriscvnn") or row.get("feature_muriscvnnbyoc") - else ( - "CMSIS-NN" - if row.get("feature_cmsisnn") or row.get("feature_cmsisnnbyoc") - else ("Autotuned" if row.get("feature_autotuned") else "Default") + lambda row: ( + "muRISCV-NN" + if row.get("feature_muriscvnn") or row.get("feature_muriscvnnbyoc") + else ( + "CMSIS-NN" + if row.get("feature_cmsisnn") or row.get("feature_cmsisnnbyoc") + else ("Autotuned" if row.get("feature_autotuned") else "Default") + ) ), axis=1, ) report.post_df = df

def post_session(self, report): """Called at the end of a session.""" df = report.post_df.copy() df["Kernels"] = df.apply( - lambda row: "muRISCV-NN" - if row.get("feature_muriscvnn") or row.get("feature_muriscvnnbyoc") - else ( - "CMSIS-NN" - if row.get("feature_cmsisnn") or row.get("feature_cmsisnnbyoc") - else ("Autotuned" if row.get("feature_autotuned") else "Default") + lambda row: ( + "muRISCV-NN" + if row.get("feature_muriscvnn") or row.get("feature_muriscvnnbyoc") + else ( + "CMSIS-NN" + if row.get("feature_cmsisnn") or row.get("feature_cmsisnnbyoc") + else ("Autotuned" if row.get("feature_autotuned") else "Default") + ) ), axis=1, ) # TODO: allow combinations df["Extensions"] = df.apply( - lambda row: "VEXT+PEXT" - if row.get("feature_vext") and row.get("feature_pext") - else ( - "VEXT" - if row.get("feature_vext") + lambda row: ( + "VEXT+PEXT" + if row.get("feature_vext") and row.get("feature_pext") else ( - "PEXT" - if row.get("feature_pext") + "VEXT" + if row.get("feature_vext") else ( - "MVEI+DSP" - if row.get("feature_arm_mvei") and row.get("feature_arm_dsp") - else ("MVEI" if row.get("feature_arm_mvei") else ("DSP" if row.get("feature_arm_dsp") else "")) + "PEXT" + if row.get("feature_pext") + else ( + "MVEI+DSP" + if row.get("feature_arm_mvei") and row.get("feature_arm_dsp") + else ( + "MVEI" if row.get("feature_arm_mvei") else ("DSP" if row.get("feature_arm_dsp") else "") + ) + ) ) ) ), axis=1, )

"""Test used RISC-V GCC Toolchains""" + # import pytest # from mlonmcu.environment.config import PathConfig # from mlonmcu.session.run import RunStage # from mlonmcu.target.riscv.riscv import RISCVTarget

def post_session(self, report): """Called at the end of a session.""" df = report.post_df.copy() df["Schedules"] = df.apply( - lambda row: "ARM (Tuned)" - if row.get("config_tvmaot.target_device", "") == "arm_cpu" and row.get("feature_autotuned") - else "ARM" - if row.get("config_tvmaot.target_device", "") == "arm_cpu" - else "RISC-V (Tuned)" - if row.get("feature_target_optimized") and row.get("feature_autotuned") - else "RISC-V" - if row.get("feature_target_optimized") - else ("Default (Tuned)" if row.get("feature_autotuned") else "Default"), + lambda row: ( + "ARM (Tuned)" + if row.get("config_tvmaot.target_device", "") == "arm_cpu" and row.get("feature_autotuned") + else ( + "ARM" + if row.get("config_tvmaot.target_device", "") == "arm_cpu" + else ( + "RISC-V (Tuned)" + if row.get("feature_target_optimized") and row.get("feature_autotuned") + else ( + "RISC-V" + if row.get("feature_target_optimized") + else ("Default (Tuned)" if row.get("feature_autotuned") else "Default") + ) + ) + ) + ), axis=1, ) # TODO: allow combinations df["Extensions"] = df.apply( - lambda row: "VEXT+PEXT" - if row.get("feature_vext") and row.get("feature_pext") - else ("VEXT" if row.get("feature_vext") else ("PEXT" if row.get("feature_pext") else (None))), + lambda row: ( + "VEXT+PEXT" + if row.get("feature_vext") and row.get("feature_pext") + else ("VEXT" if row.get("feature_vext") else ("PEXT" if row.get("feature_pext") else (None))) + ), axis=1, ) report.post_df = df

"""Test used RISC-V GCC Toolchains""" + import pytest # from mlonmcu.session.run import RunStage from mlonmcu.testing.riscv_toolchain import ( _get_target_config,

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