From 129b60f4d475326b139aa15d016cb010b1ac0fa6 Mon Sep 17 00:00:00 2001 From: Shaobo Zhou Date: Sat, 29 Mar 2025 19:20:52 +0100 Subject: [PATCH 1/7] Update predictor(adding callbacks) --- src/mqt/predictor/rl/example_test.py | 6 ++ src/mqt/predictor/rl/predictor.py | 100 +++++++++++++++++++++------ 2 files changed, 83 insertions(+), 23 deletions(-) create mode 100644 src/mqt/predictor/rl/example_test.py diff --git a/src/mqt/predictor/rl/example_test.py b/src/mqt/predictor/rl/example_test.py new file mode 100644 index 000000000..f13162dc6 --- /dev/null +++ b/src/mqt/predictor/rl/example_test.py @@ -0,0 +1,6 @@ +from predictor import Predictor + +rl_pred = Predictor( + figure_of_merit="expected_fidelity", device_name="ibm_washington" +) +rl_pred.train_model(timesteps=100000, model_name="sample_model_rl") \ No newline at end of file diff --git a/src/mqt/predictor/rl/predictor.py b/src/mqt/predictor/rl/predictor.py index db6783782..6febe1dd4 100644 --- a/src/mqt/predictor/rl/predictor.py +++ b/src/mqt/predictor/rl/predictor.py @@ -3,11 +3,15 @@ from __future__ import annotations import logging +import os from typing import TYPE_CHECKING from sb3_contrib import MaskablePPO from sb3_contrib.common.maskable.policies import MaskableMultiInputActorCriticPolicy from sb3_contrib.common.maskable.utils import get_action_masks +from stable_baselines3.common.logger import configure +from stable_baselines3.common.callbacks import CheckpointCallback, EvalCallback, BaseCallback + from mqt.predictor import reward, rl @@ -18,6 +22,24 @@ PATH_LENGTH = 260 +class OffsetCheckpointCallback(BaseCallback): + def __init__(self, save_freq, save_path, name_prefix, offset=0, verbose=0): + super().__init__(verbose) + self.save_freq = save_freq + self.save_path = save_path + self.name_prefix = name_prefix + self.offset = offset + + def _on_step(self) -> bool: + total_steps = self.num_timesteps + self.offset + if total_steps % self.save_freq == 0: + path = f"{self.save_path}/{self.name_prefix}_{total_steps}_steps.zip" + self.model.save(path) + if self.verbose > 0: + print(f"✅ Saved checkpoint: {path}") + return True + + class Predictor: """The Predictor class is used to train a reinforcement learning model for a given figure of merit and device such that it acts as a compiler.""" @@ -66,38 +88,70 @@ def compile_as_predicted( def train_model( self, - timesteps: int = 1000, + timesteps: int = 100000, model_name: str = "model", verbose: int = 2, test: bool = False, + trained: int = 0, ) -> None: - """Trains all models for the given reward functions and device. + """Train or resume model training with offset checkpointing. Arguments: - timesteps: The number of timesteps to train the model. Defaults to 1000. - model_name: The name of the model. Defaults to "model". - verbose: The verbosity level. Defaults to 2. - test: Whether to train the model for testing purposes. Defaults to False. + timesteps: Total training timesteps desired. + model_name: Prefix for saved model and logs. + verbose: Verbosity level for PPO. + test: If True, uses tiny n_steps for quick test. + trained: Number of timesteps already trained (for resuming). """ - if test: - n_steps = 10 - progress_bar = False + n_steps = 10 if test else 2048 + progress_bar = not test + + log_dir = f"./{model_name}_{self.figure_of_merit}_{self.device_name}" + ckpt_path = f"./checkpoints/{model_name}_{trained}_steps.zip" + + logger.debug(f"🔁 Checking for checkpoint: {ckpt_path}") + + if os.path.exists(ckpt_path): + logger.info(f"📦 Loading checkpoint from {ckpt_path}") + model = MaskablePPO.load( + ckpt_path, + env=self.env, + tensorboard_log=log_dir, + verbose=verbose, + device="cuda", # or "cpu" depending on your setup + ) else: - n_steps = 2048 - progress_bar = True - - logger.debug("Start training for: " + self.figure_of_merit + " on " + self.device_name) - model = MaskablePPO( - MaskableMultiInputActorCriticPolicy, - self.env, - verbose=verbose, - tensorboard_log="./" + model_name + "_" + self.figure_of_merit + "_" + self.device_name, - gamma=0.98, - n_steps=n_steps, + logger.info(f"🆕 No checkpoint found, starting fresh training") + model = MaskablePPO( + MaskableMultiInputActorCriticPolicy, + self.env, + verbose=verbose, + tensorboard_log=log_dir, + gamma=0.98, + n_steps=n_steps, + ) + + remaining = timesteps - trained + + callback = OffsetCheckpointCallback( + save_freq=1000, + save_path="./checkpoints", + name_prefix=model_name, + offset=trained, + verbose=1, ) - # Training Loop: In each iteration, the agent collects n_steps steps (rollout), - # updates the policy for n_epochs, and then repeats the process until total_timesteps steps have been taken. - model.learn(total_timesteps=timesteps, progress_bar=progress_bar) + + tb_log_name = "ppo" + new_logger = configure(folder=os.path.join(log_dir, tb_log_name), format_strings=["stdout", "tensorboard"]) + model.set_logger(new_logger) + model.learn( + total_timesteps=remaining, + tb_log_name=tb_log_name, + callback=callback, + progress_bar=progress_bar, + ) + model.save( rl.helper.get_path_trained_model() / (model_name + "_" + self.figure_of_merit + "_" + self.device_name) ) + logger.info("✅ Final model saved.") \ No newline at end of file From 08889bd2c8ba130c21092503ce7cf56095ede815 Mon Sep 17 00:00:00 2001 From: Shaobo Zhou Date: Thu, 10 Apr 2025 16:06:35 +0200 Subject: [PATCH 2/7] Update --- src/mqt/predictor/rl/helper.py | 7 +- src/mqt/predictor/rl/predictor.py | 102 +++++++----------------------- 2 files changed, 29 insertions(+), 80 deletions(-) diff --git a/src/mqt/predictor/rl/helper.py b/src/mqt/predictor/rl/helper.py index 1b6831049..083c28939 100644 --- a/src/mqt/predictor/rl/helper.py +++ b/src/mqt/predictor/rl/helper.py @@ -351,7 +351,7 @@ def get_state_sample(max_qubits: int | None = None) -> tuple[QuantumCircuit, str Returns: A tuple containing the random quantum circuit and the path to the file from which it was read. """ - file_list = list(get_path_training_circuits().glob("*.qasm")) + """ file_list = list(get_path_training_circuits().glob("*.qasm")) path_zip = get_path_training_circuits() / "training_data_compilation.zip" if len(file_list) == 0 and path_zip.exists(): @@ -359,7 +359,10 @@ def get_state_sample(max_qubits: int | None = None) -> tuple[QuantumCircuit, str zip_ref.extractall(get_path_training_circuits()) file_list = list(get_path_training_circuits().glob("*.qasm")) - assert len(file_list) > 0 + assert len(file_list) > 0 """ + #base_path = get_path_training_circuits() / "mqt_bench_training" + base_path = get_path_training_circuits() / "training_data_compilation" + file_list = list(base_path.rglob("*.qasm")) found_suitable_qc = False while not found_suitable_qc: diff --git a/src/mqt/predictor/rl/predictor.py b/src/mqt/predictor/rl/predictor.py index 6febe1dd4..64ebae0a6 100644 --- a/src/mqt/predictor/rl/predictor.py +++ b/src/mqt/predictor/rl/predictor.py @@ -3,15 +3,11 @@ from __future__ import annotations import logging -import os from typing import TYPE_CHECKING from sb3_contrib import MaskablePPO from sb3_contrib.common.maskable.policies import MaskableMultiInputActorCriticPolicy from sb3_contrib.common.maskable.utils import get_action_masks -from stable_baselines3.common.logger import configure -from stable_baselines3.common.callbacks import CheckpointCallback, EvalCallback, BaseCallback - from mqt.predictor import reward, rl @@ -22,24 +18,6 @@ PATH_LENGTH = 260 -class OffsetCheckpointCallback(BaseCallback): - def __init__(self, save_freq, save_path, name_prefix, offset=0, verbose=0): - super().__init__(verbose) - self.save_freq = save_freq - self.save_path = save_path - self.name_prefix = name_prefix - self.offset = offset - - def _on_step(self) -> bool: - total_steps = self.num_timesteps + self.offset - if total_steps % self.save_freq == 0: - path = f"{self.save_path}/{self.name_prefix}_{total_steps}_steps.zip" - self.model.save(path) - if self.verbose > 0: - print(f"✅ Saved checkpoint: {path}") - return True - - class Predictor: """The Predictor class is used to train a reinforcement learning model for a given figure of merit and device such that it acts as a compiler.""" @@ -88,70 +66,38 @@ def compile_as_predicted( def train_model( self, - timesteps: int = 100000, + timesteps: int = 1000, model_name: str = "model", verbose: int = 2, test: bool = False, - trained: int = 0, ) -> None: - """Train or resume model training with offset checkpointing. + """Trains all models for the given reward functions and device. Arguments: - timesteps: Total training timesteps desired. - model_name: Prefix for saved model and logs. - verbose: Verbosity level for PPO. - test: If True, uses tiny n_steps for quick test. - trained: Number of timesteps already trained (for resuming). + timesteps: The number of timesteps to train the model. Defaults to 1000. + model_name: The name of the model. Defaults to "model". + verbose: The verbosity level. Defaults to 2. + test: Whether to train the model for testing purposes. Defaults to False. """ - n_steps = 10 if test else 2048 - progress_bar = not test - - log_dir = f"./{model_name}_{self.figure_of_merit}_{self.device_name}" - ckpt_path = f"./checkpoints/{model_name}_{trained}_steps.zip" - - logger.debug(f"🔁 Checking for checkpoint: {ckpt_path}") - - if os.path.exists(ckpt_path): - logger.info(f"📦 Loading checkpoint from {ckpt_path}") - model = MaskablePPO.load( - ckpt_path, - env=self.env, - tensorboard_log=log_dir, - verbose=verbose, - device="cuda", # or "cpu" depending on your setup - ) + if test: + n_steps = 10 + progress_bar = False else: - logger.info(f"🆕 No checkpoint found, starting fresh training") - model = MaskablePPO( - MaskableMultiInputActorCriticPolicy, - self.env, - verbose=verbose, - tensorboard_log=log_dir, - gamma=0.98, - n_steps=n_steps, - ) - - remaining = timesteps - trained - - callback = OffsetCheckpointCallback( - save_freq=1000, - save_path="./checkpoints", - name_prefix=model_name, - offset=trained, - verbose=1, + n_steps = 500 + progress_bar = True + + logger.debug("Start training for: " + self.figure_of_merit + " on " + self.device_name) + model = MaskablePPO( + MaskableMultiInputActorCriticPolicy, + self.env, + verbose=verbose, + tensorboard_log="./" + model_name + "_" + self.figure_of_merit + "_" + self.device_name, + gamma=0.98, + n_steps=n_steps, ) - - tb_log_name = "ppo" - new_logger = configure(folder=os.path.join(log_dir, tb_log_name), format_strings=["stdout", "tensorboard"]) - model.set_logger(new_logger) - model.learn( - total_timesteps=remaining, - tb_log_name=tb_log_name, - callback=callback, - progress_bar=progress_bar, - ) - + # Training Loop: In each iteration, the agent collects n_steps steps (rollout), + # updates the policy for n_epochs, and then repeats the process until total_timesteps steps have been taken. + model.learn(total_timesteps=timesteps, progress_bar=progress_bar) model.save( rl.helper.get_path_trained_model() / (model_name + "_" + self.figure_of_merit + "_" + self.device_name) - ) - logger.info("✅ Final model saved.") \ No newline at end of file + ) \ No newline at end of file From 28b54406ce499b796fbeff43a8234bb6aa4e0c7d Mon Sep 17 00:00:00 2001 From: Liu Keyu Date: Wed, 6 Aug 2025 21:53:08 +0200 Subject: [PATCH 3/7] Retreat to original version --- src/mqt/predictor/rl/example_test.py | 6 ------ .../training_data_compilation.zip | Bin 0 -> 592854 bytes 2 files changed, 6 deletions(-) delete mode 100644 src/mqt/predictor/rl/example_test.py create mode 100644 src/mqt/predictor/rl/training_data/training_circuits/training_data_compilation.zip diff --git a/src/mqt/predictor/rl/example_test.py b/src/mqt/predictor/rl/example_test.py deleted file mode 100644 index f13162dc6..000000000 --- a/src/mqt/predictor/rl/example_test.py +++ /dev/null @@ -1,6 +0,0 @@ -from predictor import Predictor - -rl_pred = Predictor( - figure_of_merit="expected_fidelity", device_name="ibm_washington" -) -rl_pred.train_model(timesteps=100000, model_name="sample_model_rl") \ No newline at end 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z{prFI0u`+8+Yeo;4^|&Mv!NdYpL0uM@ka~>`)c|z@VbAyxTHh{Y+l;fQoR5>Z-L!M zqIGKGk2DM>Lkj!ujvI^}7x)tuuq^xXE|>@yE(5R@OT8n2Y4Q11uMG2 zghT}_@9xuE%c1-oYk?g@qO~j5WOab&G1j}P8%#)4z{ZA0e$WQ6Ae`gV7OPxMgt0on z^BDW3h8s*sRKQk_N%?UwU=u8`_iBnTRtI=4sgmou!GuHwEVccHmJ0#Pjq`ijV&V9y zMxiURI>0mR`9^LqAyEMlfW%LZSke=h<986u>5Px&>CSr3hnnfal3$;!AEYAyEO#cdcE^ z27ndDc|C2hm)eOiRtI?QiZ?pB!GuHwta#P?o$zxgzBv}yr=2AjeJ!$!>aKgHy4X#fBK literal 0 HcmV?d00001 From b51b7a690984e88ac3b6f3d66388bf4492d13ea6 Mon Sep 17 00:00:00 2001 From: Liu Keyu Date: Wed, 6 Aug 2025 21:59:55 +0200 Subject: [PATCH 4/7] Fix bug in native gate check by using basis_gates instead of Target --- src/mqt/predictor/rl/predictorenv.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/mqt/predictor/rl/predictorenv.py b/src/mqt/predictor/rl/predictorenv.py index fbaa4875f..7b54fcd9f 100644 --- a/src/mqt/predictor/rl/predictorenv.py +++ b/src/mqt/predictor/rl/predictorenv.py @@ -424,7 +424,7 @@ def _apply_bqskit_action(self, action: Action, action_index: int) -> QuantumCirc def determine_valid_actions_for_state(self) -> list[int]: """Determines and returns the valid actions for the current state.""" - check_nat_gates = GatesInBasis(target=self.device) + check_nat_gates = GatesInBasis(basis_gates=self.device.operation_names) check_nat_gates(self.state) only_nat_gates = check_nat_gates.property_set["all_gates_in_basis"] From 46100c7d0ff391f563b6a9b241fb18b0d85a2f73 Mon Sep 17 00:00:00 2001 From: Liu Keyu Date: Thu, 7 Aug 2025 09:12:28 +0200 Subject: [PATCH 5/7] Add test for ensuring compiled circuit has only native gates --- tests/compilation/test_predictor_rl.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/tests/compilation/test_predictor_rl.py b/tests/compilation/test_predictor_rl.py index b7001d65b..b2070100e 100644 --- a/tests/compilation/test_predictor_rl.py +++ b/tests/compilation/test_predictor_rl.py @@ -19,6 +19,7 @@ from qiskit.circuit.library import CXGate from qiskit.qasm2 import dump from qiskit.transpiler import InstructionProperties, Target +from qiskit.transpiler.passes import GatesInBasis from mqt.predictor.rl import Predictor, rl_compile from mqt.predictor.rl.actions import ( @@ -89,8 +90,14 @@ def test_qcompile_with_newly_trained_models() -> None: ) qc_compiled, compilation_information = rl_compile(qc, device=device, figure_of_merit=figure_of_merit) + + check_nat_gates = GatesInBasis(basis_gates=device.operation_names) + check_nat_gates(qc_compiled) + only_nat_gates = check_nat_gates.property_set["all_gates_in_basis"] + assert qc_compiled.layout is not None assert compilation_information is not None + assert only_nat_gates, "Circuit should only contain native gates" def test_qcompile_with_false_input() -> None: From 6edc683d79a02ec63365a33eaf4c3e5879a02962 Mon Sep 17 00:00:00 2001 From: Zhou Shaobo Date: Thu, 7 Aug 2025 09:17:17 +0200 Subject: [PATCH 6/7] Add test for ensuring compiled circuit has only native gates --- tests/compilation/test_predictor_rl.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/compilation/test_predictor_rl.py b/tests/compilation/test_predictor_rl.py index b2070100e..f9b0a938d 100644 --- a/tests/compilation/test_predictor_rl.py +++ b/tests/compilation/test_predictor_rl.py @@ -97,7 +97,7 @@ def test_qcompile_with_newly_trained_models() -> None: assert qc_compiled.layout is not None assert compilation_information is not None - assert only_nat_gates, "Circuit should only contain native gates" + assert only_nat_gates, "Circuit should only contain native gates but was not detected as such" def test_qcompile_with_false_input() -> None: From 35b23860d3aa0fad724b7a099ee0379ca14b8f3f Mon Sep 17 00:00:00 2001 From: Zhou Shaobo Date: Fri, 5 Sep 2025 16:38:33 +0200 Subject: [PATCH 7/7] Fix instruction duration unit --- src/mqt/predictor/reward.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/mqt/predictor/reward.py b/src/mqt/predictor/reward.py index 86632873d..a83e68fb7 100644 --- a/src/mqt/predictor/reward.py +++ b/src/mqt/predictor/reward.py @@ -203,8 +203,10 @@ def estimated_success_probability(qc: QuantumCircuit, device: Target, precision: if first_qubit_idx not in active_qubits: continue + dt = device.dt # instruction durations are stored in unit dt res *= np.exp( -instruction.duration + * dt / min(device.qubit_properties[first_qubit_idx].t1, device.qubit_properties[first_qubit_idx].t2) ) continue