From 5c559f2648b455baa8b6b66c167697af73421096 Mon Sep 17 00:00:00 2001 From: TimotheeeNiven Date: Mon, 10 Feb 2025 14:28:30 -0500 Subject: [PATCH 1/6] PowerBoard LPM --- benchmark/runner/main.py | 76 ++++++------ benchmark/runner/power_manager.py | 190 ++++++++++++++++-------------- benchmark/runner/script.py | 140 +++++++++++----------- benchmark/runner/serial_device.py | 17 ++- 4 files changed, 226 insertions(+), 197 deletions(-) diff --git a/benchmark/runner/main.py b/benchmark/runner/main.py index 47bc1a6e..f1277564 100644 --- a/benchmark/runner/main.py +++ b/benchmark/runner/main.py @@ -6,16 +6,15 @@ from sklearn.metrics import roc_auc_score from collections import Counter +from power_manager import PowerManager from datasets import DataSet from device_manager import DeviceManager from device_under_test import DUT from script import Script - """ Application to execute test scripts to measure power consumption, turn on and off power, send commands to a device under test. """ - def init_dut(device): if device: with device as dut: @@ -38,14 +37,13 @@ def identify_dut(manager): def run_test(devices_config, dut_config, test_script, dataset_path, mode): - """Run the test + lpm = None + if mode == 'e': + lpm = PowerManager(port="COM19", baud_rate=3864000, print_info_every_ms=1_000) + lpm.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) + lpm.start_capture() + lpm.start_background_parsing() # Start parsing in the background - :param devices_config: - :param dut_config: - :param test_script: - :param dataset_path: - :param mode: Test mode (energy, performance, accuracy) - """ manager = DeviceManager(devices_config) manager.scan() power = manager.get("power", {}).get("instance") @@ -53,17 +51,18 @@ def run_test(devices_config, dut_config, test_script, dataset_path, mode): if power and dut_config and dut_config.get("voltage"): power.configure_voltage(dut_config["voltage"]) - identify_dut(manager) # hangs in identify_dut()=>init_dut()=>time.sleep() + identify_dut(manager) dut = manager.get("dut", {}).get("instance") io = manager.get("interface", {}).get("instance") - # Create a Script object from the dict that was read from the tests yaml file. + # Pass PowerManager instance to Script script = Script(test_script.get(dut.get_model())) - # Run the test script with the mode passed in data_set = DataSet(os.path.join(dataset_path, script.model), script.truth) - return script.run(io, dut, data_set, mode) # Pass mode to the run method + result = script.run(io, dut, data_set, mode) + + return result, lpm def parse_device_config(device_list_file, device_yaml): @@ -167,11 +166,11 @@ def calculate_auc(y_pred, labels, n_classes): # Summarize results -def summarize_result(result): +def summarize_result(result, mode, lpm=None): num_correct_files = 0 total_files = 0 - true_labels = [] - predicted_probabilities = [] + y_pred = [] + y_true = [] file_infer_results = {} @@ -193,34 +192,33 @@ def summarize_result(result): infer_results = normalize_probabilities(infer_results) file_infer_results[file_name]['results'].append(infer_results) - y_pred = [] - y_true = [] - - for file_name, data in file_infer_results.items(): - true_class = data['true_class'] - results = data['results'] + if mode != 'e': + for file_name, data in file_infer_results.items(): + true_class = data['true_class'] + results = data['results'] - class_counts = Counter([np.argmax(res) for res in results]) - majority_class = class_counts.most_common(1)[0][0] + class_counts = Counter([np.argmax(res) for res in results]) + majority_class = class_counts.most_common(1)[0][0] - if majority_class == true_class: - num_correct_files += 1 + if majority_class == true_class: + num_correct_files += 1 - averaged_result = np.mean(results, axis=0) - y_pred.append(averaged_result) - y_true.append(true_class) + averaged_result = np.mean(results, axis=0) + y_pred.append(averaged_result) + y_true.append(true_class) - total_files += 1 + total_files += 1 - accuracy = calculate_accuracy(np.array(y_pred), np.array(y_true)) - auc = calculate_auc(np.array(y_pred), np.array(y_true), n_classes) - - print(f"File-based accuracy = {accuracy:.2f}") - print(f"AUC = {auc}") + calculate_accuracy(np.array(y_pred), np.array(y_true)) + calculate_auc(np.array(y_pred), np.array(y_true), n_classes) + else: + # Stop the PowerManager if provided + if lpm: + lpm.stop_capture() + print("Power measurement stopped.") - return accuracy, auc + return - if __name__ == '__main__': parser = argparse.ArgumentParser(prog="TestRunner", description=__doc__) parser.add_argument("-d", "--device_list", default="devices.yaml", help="Device definition YAML file") @@ -239,5 +237,5 @@ def summarize_result(result): "dataset_path": args.dataset_path, "mode": args.mode } - result = run_test(**config) - summarize_result(result) + result, lpm = run_test(**config) + summarize_result(result, args.mode, lpm=lpm) \ No newline at end of file diff --git a/benchmark/runner/power_manager.py b/benchmark/runner/power_manager.py index 8487f2d8..f8c1293f 100644 --- a/benchmark/runner/power_manager.py +++ b/benchmark/runner/power_manager.py @@ -4,6 +4,7 @@ from threading import Thread from time import time from SerialCommunication import SerialCommunication +from threading import Thread class UnitConversions: """ @@ -20,125 +21,103 @@ def s_to_us(seconds: float) -> int: @staticmethod def us_to_ms(microseconds: int) -> int: - return microseconds // 1000 # 1 millisecond = 1,000 microseconds + return microseconds // 1000 # 1 millisecond = 1,000 milliseconds class PowerManager: - def __init__( - self, port: str, baud_rate: int, print_info_every_ms: int = 10_000 - ) -> None: + def __init__(self, port: str, baud_rate: int, print_info_every_ms: int = 10_000) -> None: """ Initializes the LPM01A device with the given port and baud rate. + Also clears the metrics_log.txt file. Args: port (str): The port where the LPM01A device is connected. baud_rate (int): The baud rate for the serial communication. print_info_every_ms (int): The interval in ms to print the info. """ + # Initialize Serial Communication self.serial_comm = SerialCommunication(port, baud_rate) self.serial_comm.open_serial() + # Initialize attributes self.data_storage = [] # Local storage for captured data - self.uc = UnitConversions() - self.print_info_every_ms = print_info_every_ms - self.mode = None - self.board_timestamp_ms = 0 self.capture_start_us = 0 self.num_of_captured_values = 0 self.last_print_timestamp_ms = 0 self.board_buffer_usage_percentage = 0 - self.sum_current_values_ua = 0 self.number_of_current_values = 0 + # Clear metrics_log.txt + with open("metrics_log.txt", "w") as log_file: + log_file.write("Timestamp, Amps (A), Voltage (V), Power (W)\n") + def _read_and_parse_ascii(self) -> None: """ Reads and parses the data from the LPM01A device in ASCII mode. + Writes the parsed data to the `metrics_log.txt` file in real-time with timestamps starting at 0. """ - while True: - response = self.serial_comm.receive_data() - if not response: - continue - - if "TimeStamp:" in response: - try: - match = re.search( - "TimeStamp: (\d+)s (\d+)ms, buff (\d+)%", response - ) - if match: - self.board_timestamp_ms = ( - int(match.group(2)) + int(match.group(1)) * 1000 + # Record the capture start time + self.capture_start_us = int(self.uc.s_to_us(time())) + + # Open the file in append mode + with open("metrics_log.txt", "a") as log_file: + while True: + response = self.serial_comm.receive_data() + if not response: + continue + + if "TimeStamp:" in response: + try: + match = re.search( + "TimeStamp: (\d+)s (\d+)ms, buff (\d+)%", response ) - self.board_buffer_usage_percentage = int(match.group(3)) + if match: + self.board_timestamp_ms = ( + int(match.group(2)) + int(match.group(1)) * 1000 + ) + self.board_buffer_usage_percentage = int(match.group(3)) + except: + continue # Suppress errors silently + continue + + if "-" in response: + exponent_sign = "-" + elif "+" in response: + exponent_sign = "+" - except: - print(f"Error parsing timestamp: {response}") - continue - - if "-" in response: - exponent_sign = "-" - elif "+" in response: - exponent_sign = "+" - - try: - split_response = response.split("-") try: - current = int(split_response[0]) # Extract the raw current value - except ValueError: - # When the TimeStamp is received, - # the next current values has \x00 in the beginning so I need to strip it - current = int(split_response[0][1:]) - - exponent = int(split_response[1]) # Extract the exponent value - - # Apply the exponent with the correct sign - if exponent_sign == "+": - current = current * pow(10, exponent) - else: - current = current * pow(10, ((-1) * exponent)) - - current = round(self.uc.A_to_uA(current), 4) - - local_timestamp_us = ( - int(self.uc.s_to_us(time())) - self.capture_start_us - ) - - # Store data locally - self.data_storage.append( - { - "current_uA": current, - "local_timestamp_us": local_timestamp_us, - "board_timestamp_ms": self.board_timestamp_ms - } - ) + split_response = response.split("-") + current = int(split_response[0][1:] if split_response[0][0] == '\x00' else split_response[0]) + exponent = int(split_response[1]) + + if exponent_sign == "+": + current = current * pow(10, exponent) + else: + current = current * pow(10, -exponent) + + current = round(current, 4) # Keep the current in Amps + voltage = 3.3 # Assuming a fixed voltage of 3.3V + power = round(current * voltage, 4) # Power in Watts + relative_timestamp_us = ( + int(self.uc.s_to_us(time())) - self.capture_start_us + ) # Calculate relative timestamp in microseconds + + # Write to metrics_log.txt + log_file.write(f"{relative_timestamp_us}, {current}, {voltage}, {power}\n") + log_file.flush() # Ensure data is written immediately + except: + continue # Suppress errors silently - self.num_of_captured_values += 1 - - self.sum_current_values_ua += current - self.number_of_current_values += 1 - - if ( - self.uc.us_to_ms(local_timestamp_us) - self.last_print_timestamp_ms - > self.print_info_every_ms - ): - average_current = ( - self.sum_current_values_ua / self.number_of_current_values - ) - average_current = round(average_current, 4) - self.sum_current_values_ua = 0 - self.number_of_current_values = 0 - print( - f"Average current for previous {self.print_info_every_ms} ms: {average_current} uA\n" - f"Local timestamp: {self.uc.us_to_ms(local_timestamp_us)} ms\n" - f"Num of received values: {self.num_of_captured_values}\n" - f"LPM01A buffer usage: {self.board_buffer_usage_percentage}%\n" - ) - self.last_print_timestamp_ms = self.uc.us_to_ms(local_timestamp_us) - except: - print(f"Error parsing data: {response}") + def start_background_parsing(self) -> None: + """ + Starts the _read_and_parse_ascii method in a background thread. + """ + thread = Thread(target=self._read_and_parse_ascii, daemon=True) + thread.start() def send_command_wait_for_response( self, command: str, expected_response: str = None, timeout_s: int = 5 @@ -215,13 +194,22 @@ def start_capture(self) -> None: def stop_capture(self) -> None: """ - Stops the capture of the LPM01A device. + Stops the capture of the LPM01A device and prints the logged data. """ + # Stop the capture self.send_command_wait_for_response( "stop", expected_response="PowerShield > Acquisition completed" ) self.send_command_wait_for_response("hrc") + # Print the logged data + print("Total raw data logged:") + for entry in self.data_storage: + print(f"Current (uA): {entry['current_uA']}, " + f"Timestamp (us): {entry['local_timestamp_us']}, " + f"Board Timestamp (ms): {entry['board_timestamp_ms']}") + + def deinit_capture(self) -> None: """ Deinitializes the capture of the LPM01A device. @@ -244,3 +232,31 @@ def read_and_parse_data(self) -> None: self._read_and_parse_ascii() else: raise NotImplementedError + def getAmperage(self, start_time, end_time): + """ + Calculates the average current (amperage) for the entries in the data storage + between the specified start and end timestamps. + + Args: + start_time (int): The start timestamp (in microseconds). + end_time (int): The end timestamp (in microseconds). + + Returns: + float: The average current in microamperes (uA) between the start and end times. + Returns 0 if no data points are within the specified range. + """ + # Filter the data within the time range + relevant_data = [ + entry['current_uA'] + for entry in self.data_storage + if start_time <= entry['local_timestamp_us'] <= end_time + ] + + # Check if there is any relevant data + if not relevant_data: + print("No data points found within the specified time range.") + return 0.0 + + # Calculate the average current + average_current = sum(relevant_data) / len(relevant_data) + return average_current \ No newline at end of file diff --git a/benchmark/runner/script.py b/benchmark/runner/script.py index c65adc3a..a7bc81fe 100644 --- a/benchmark/runner/script.py +++ b/benchmark/runner/script.py @@ -2,9 +2,9 @@ import numpy as np from datetime import datetime from device_under_test import DUT # Import DUT class -from power_manager import PowerManager - +global_loop_count = None # This will store the loop count globally file_processed = False + class _ScriptStep: """Base class for script steps""" def run(self, io, dut, dataset, mode): @@ -77,7 +77,7 @@ def __init__(self, commands, loop_count=None, model=None): self.model = model def run(self, io, dut, dataset, mode): - + global global_loop_count i = 0 result = None if self._loop_count == 1 else [] @@ -91,6 +91,7 @@ def run(self, io, dut, dataset, mode): total_length = loop_res.get('total_length', None) if total_length is not None and i == 0: self._loop_count *= total_length + global_loop_count = self._loop_count # Store in global variable i += 1 if self._loop_count != 1: result.append(loop_res) @@ -177,66 +178,74 @@ def _print_accuracy_results(self, infer_results): def _print_energy_results(self, infer_results): """ - Accumulates energy values for all loop iterations and calculates median energy per inference - at the end of all iterations. - This function interacts with the PowerManager class to gather and process power data. + Calculates and prints energy metrics from metrics_log.txt + for the given start_time and end_time in microseconds. """ - num_inferences = self._iterations - - # Get the current time in the desired format - current_time = datetime.now() - formatted_time = current_time.strftime("%m%d.%H%M%S") - - # Initialize the PowerManager with the correct port and baud rate - port_device = "COM19" # Replace with your serial port - power_manager = PowerManager(port_device) - - # Use the PowerManager to gather energy and power results - with power_manager: - timestamps, power_samples = [], [] - - # Start collecting data from PowerManager - power_manager.start() - for result in power_manager.get_results(): - if isinstance(result, str) and result.startswith("TimeStamp"): - timestamps.append(float(result.split()[-1])) - elif isinstance(result, float): - power_samples.append(result) - power_manager.stop() - - if len(timestamps) > 1 and len(power_samples) > 0: - # Calculate total energy (sum of power * time intervals) - total_energy = sum( - [power_samples[i] * (timestamps[i + 1] - timestamps[i]) for i in range(len(timestamps) - 1)] - ) - - # Calculate average power (mean of the recorded power samples) - average_power = np.mean(power_samples) - - # Calculate energy per inference (total energy divided by number of inferences) - energy_per_inference = total_energy / num_inferences if num_inferences > 0 else 0 - - # Print energy results for each window - print(f"{formatted_time} ulp-ml: Energy data for window {len(self.throughput_values)} at time {timestamps[-1]:.2f} for {timestamps[-1] - timestamps[0]:.2f} sec.:") - print(f"{formatted_time} ulp-ml: Energy : {total_energy:>13.3f} uJ") - print(f"{formatted_time} ulp-ml: Power : {average_power:>13.3f} uW") - print(f"{formatted_time} ulp-ml: Energy/Inf. : {energy_per_inference:>13.3f} uJ/inf.") - - # Store energy values for calculating median - self.energy_values.append(energy_per_inference) - - # Check if all iterations are complete - if len(self.energy_values) == self._loop_count: - # Calculate the median energy per inference after all loop iterations - total_median_energy = np.median(self.energy_values) - - # Store the result for later use - self.median_energy = total_median_energy - - # Print the formatted output with median energy per inference - print(f"{formatted_time} ulp-ml: ---------------------------------------------------------") - print(f"{formatted_time} ulp-ml: Median energy cost is {self.median_energy:>10.3f} uJ/inf.") - print(f"{formatted_time} ulp-ml: ---------------------------------------------------------") + global global_loop_count + start_time = infer_results.get('start_time') + end_time = infer_results.get('end_time') + + if start_time is None or end_time is None: + print("Start time or end time is missing in inference results.") + return + + total_energy = 0 # Total energy in microjoules (uJ) + total_power = 0 # Total power in microwatts (µW) + count = 0 + energy_values = [] # Store energy values for calculating the median later + + try: + with open("metrics_log.txt", "r") as log_file: + # Skip the header + next(log_file) + + for line in log_file: + # Parse each line from the file + timestamp, current, voltage, power = line.strip().split(", ") + timestamp = int(timestamp) + current = float(current) # Amps (A) + voltage = float(voltage) # Voltage (V) + power = float(power) * 1e6 # Convert Power to µW + + # Check if the timestamp is within the range + if start_time <= timestamp <= end_time: + energy = power * (1e-6) # Power (µW) × Time (µs) = Energy (uJ) + total_energy += energy + total_power += power + energy_values.append(energy) + count += 1 + + # Calculate metrics + if count > 0: + average_energy = total_energy / count + average_power = total_power / count + + # Determine window and elapsed time + elapsed_time_us = end_time - start_time + elapsed_time_sec = elapsed_time_us / 1_000_000 # Convert µs to seconds + self.throughput_values.append(elapsed_time_sec) + + # Get the current time for log formatting + current_time = datetime.now() + formatted_time = current_time.strftime("%m%d.%H%M%S") + + # Print energy results in the required format + print(f"{formatted_time} ulp-ml: Energy data for window {len(self.throughput_values)} at time {start_time:.2f} sec. for {elapsed_time_sec:.2f} sec.:") + print(f"{formatted_time} ulp-ml: Energy : {total_energy:.3f} uJ") + print(f"{formatted_time} ulp-ml: Power : {average_power:.3f} µW") + print(f"{formatted_time} ulp-ml: Energy/Inf. : {average_energy:.3f} uJ/inf.") + # If this is the last loop, calculate and print the median energy + if len(self.throughput_values) == global_loop_count: + median_energy = np.median(energy_values) + print(f"{formatted_time} ulp-ml: ---------------------------------------------------------") + print(f"{formatted_time} ulp-ml: Median energy cost is {median_energy:.3f} uJ/inf.") + print(f"{formatted_time} ulp-ml: ---------------------------------------------------------") + else: + print("No data points found between the specified timestamps.") + except FileNotFoundError: + print("metrics_log.txt not found.") + except Exception as e: + print(f"An error occurred while processing metrics_log.txt: {e}") def _print_performance_results(self, infer_results): @@ -244,6 +253,7 @@ def _print_performance_results(self, infer_results): Accumulates throughput values for all loop iterations and calculates median throughput at the end of all iterations. """ + global global_loop_count # Use the total_inferences from _gather_infer_results results num_inferences = self._iterations @@ -271,9 +281,8 @@ def _print_performance_results(self, infer_results): print(f"{formatted_time} ulp-mlperf: Runtime : {elapsed_time_sec:>10.3f} sec.") print(f"{formatted_time} ulp-mlperf: Throughput : {throughput:>10.3f} inf./sec.") print(f"{formatted_time} ulp-mlperf: m-results : {infer_results['results']}") - # Check if we've completed all loop iterations - if len(self.throughput_values) == self._loop_count: + if len(self.throughput_values) == global_loop_count: # Calculate the median throughput after all loop iterations total_median_throughput = np.median(self.throughput_values) @@ -285,7 +294,6 @@ def _print_performance_results(self, infer_results): print(f"{formatted_time} ulp-mlperf: Median throughput is {self.median_throughput:>10.3f} inf./sec.") print(f"{formatted_time} ulp-mlperf: ---------------------------------------------------------") - class _ScriptStreamStep(_ScriptStep): """Step to stream audio from an enhanced interface board""" def __init__(self, file_name=None): @@ -345,4 +353,4 @@ def run(self, io, dut, dataset, mode): result.update(res=r) else: result.extend(r) - return result + return result \ No newline at end of file diff --git a/benchmark/runner/serial_device.py b/benchmark/runner/serial_device.py index d78ddd10..509fcb81 100644 --- a/benchmark/runner/serial_device.py +++ b/benchmark/runner/serial_device.py @@ -4,16 +4,16 @@ import serial - class SerialDevice: - def __init__(self, port_device, baud_rate, end_of_response="", delimiter="\n"): + def __init__(self, port_device, baud_rate, end_of_response="", delimiter="\n", echo=False): self._port = serial.Serial(port_device, baud_rate, timeout=0.1) self._delimiter = delimiter self._end_of_response = end_of_response self._message_queue = Queue() self._read_thread = None self._running = False - self._echo = False + self._echo = echo + self._timeout = 5.0 def __enter__(self): self._port.__enter__() @@ -55,24 +55,31 @@ def write_line(self, text): self.write(self._delimiter) def read_line(self, timeout=None): + """ + Read from the serial port. If nothing is available within timeout seconds, returns None. + """ result = None + if timeout is None: + timeout = self._timeout try: result = self._message_queue.get(timeout=timeout) except Empty: pass return result - def send_command(self, command, end=None, echo=True): + def send_command(self, command, end=None, echo=False): if echo or self._echo: print(command + (self._delimiter if '\n' not in self._delimiter else '')) self.write_line(command) lines = [] while True: resp = self.read_line() + if resp is None: + raise RuntimeError(f"No response to command {command}") end_of_resp = (end if end is not None else self._end_of_response) in resp if resp: lines.append(resp) if end_of_resp: break - return lines if len(lines) != 1 else lines[0] + return lines if len(lines) != 1 else lines[0] \ No newline at end of file From 1a016afcf5a77f9c599e7c0d5386cf90f01b62a7 Mon Sep 17 00:00:00 2001 From: TimotheeeNiven Date: Fri, 14 Feb 2025 12:40:49 -0500 Subject: [PATCH 2/6] Log File Implmentations, DO NOT RUN POWERBOARD --- benchmark/runner/20250214_122142.log | 85 ++++++++++++++++ benchmark/runner/20250214_122530.log | 34 +++++++ benchmark/runner/20250214_122840.log | 51 ++++++++++ benchmark/runner/20250214_123148.log | 51 ++++++++++ benchmark/runner/20250214_123242.log | 128 +++++++++++++++++++++++ benchmark/runner/20250214_123326.log | 129 +++++++++++++++++++++++ benchmark/runner/20250214_123725.log | 49 +++++++++ benchmark/runner/20250214_123832.log | 49 +++++++++ benchmark/runner/20250214_123858.log | 49 +++++++++ benchmark/runner/20250214_123922.log | 49 +++++++++ benchmark/runner/devices.yaml | 5 +- benchmark/runner/main.py | 19 ++-- benchmark/runner/metrics_log.txt | 1 + benchmark/runner/power_manager.py | 147 ++++++--------------------- benchmark/runner/script.py | 36 +++++++ benchmark/runner/tests.yaml | 4 +- benchmark/runner/troubleshoot.py | 39 +++++++ 17 files changed, 795 insertions(+), 130 deletions(-) create mode 100644 benchmark/runner/20250214_122142.log create mode 100644 benchmark/runner/20250214_122530.log create mode 100644 benchmark/runner/20250214_122840.log create mode 100644 benchmark/runner/20250214_123148.log create mode 100644 benchmark/runner/20250214_123242.log create mode 100644 benchmark/runner/20250214_123326.log create mode 100644 benchmark/runner/20250214_123725.log create mode 100644 benchmark/runner/20250214_123832.log create mode 100644 benchmark/runner/20250214_123858.log create mode 100644 benchmark/runner/20250214_123922.log create mode 100644 benchmark/runner/metrics_log.txt create mode 100644 benchmark/runner/troubleshoot.py diff --git a/benchmark/runner/20250214_122142.log b/benchmark/runner/20250214_122142.log new file mode 100644 index 00000000..4aa571ef --- /dev/null +++ b/benchmark/runner/20250214_122142.log @@ -0,0 +1,85 @@ +Logging initialized. Writing output to 20250214_122142.log +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 240, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 42, in run_test +lpm = PowerManager(baud_rate=3864000, print_info_every_ms=1_000) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +TypeError +: +PowerManager.__init__() missing 1 required positional argument: 'port_device' diff --git a/benchmark/runner/20250214_122530.log b/benchmark/runner/20250214_122530.log new file mode 100644 index 00000000..3527ee7f --- /dev/null +++ b/benchmark/runner/20250214_122530.log @@ -0,0 +1,34 @@ +Logging initialized. Writing output to 20250214_122530.log +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 240, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 40, in run_test +lpm = manager.get("power", {}).get("instance") +^ +^ +^ +^ +^ +^ +^ +UnboundLocalError +: +cannot access local variable 'manager' where it is not associated with a value diff --git a/benchmark/runner/20250214_122840.log b/benchmark/runner/20250214_122840.log new file mode 100644 index 00000000..21e5b4a1 --- /dev/null +++ b/benchmark/runner/20250214_122840.log @@ -0,0 +1,51 @@ +Logging initialized. Writing output to 20250214_122840.log +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 238, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 41, in run_test +manager.scan() +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 76, in scan +self._instantiate(d) +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 47, in _instantiate +definition["instance"] = PowerManager(**args) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +TypeError +: +PowerManager.__init__() missing 1 required positional argument: 'baud_rate' diff --git a/benchmark/runner/20250214_123148.log b/benchmark/runner/20250214_123148.log new file mode 100644 index 00000000..41a7b3f0 --- /dev/null +++ b/benchmark/runner/20250214_123148.log @@ -0,0 +1,51 @@ +Logging initialized. Writing output to 20250214_123148.log +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 41, in run_test +manager.scan() +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 76, in scan +self._instantiate(d) +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 47, in _instantiate +definition["instance"] = PowerManager(**args) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +TypeError +: +PowerManager.__init__() missing 1 required positional argument: 'baud_rate' diff --git a/benchmark/runner/20250214_123242.log b/benchmark/runner/20250214_123242.log new file mode 100644 index 00000000..1f25b13d --- /dev/null +++ b/benchmark/runner/20250214_123242.log @@ -0,0 +1,128 @@ +Logging initialized. Writing output to 20250214_123242.log +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 41, in run_test +manager.scan() +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 76, in scan +self._instantiate(d) +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 47, in _instantiate +definition["instance"] = PowerManager(**args) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 29, in __init__ +self.serial_comm.open_serial() +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\SerialCommunication.py", line 20, in open_serial +self.ser = serial.Serial(self.serial_port, self.baud_rate, timeout=1) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialwin32.py", line 33, in __init__ +super(Serial, self).__init__(*args, **kwargs) +File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialutil.py", line 222, in __init__ +self.port = port +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialutil.py", line 268, in port +raise ValueError('"port" must be None or a string, not {}'.format(type(port))) +ValueError +: +"port" must be None or a string, not diff --git a/benchmark/runner/20250214_123326.log b/benchmark/runner/20250214_123326.log new file mode 100644 index 00000000..c7d35c79 --- /dev/null +++ b/benchmark/runner/20250214_123326.log @@ -0,0 +1,129 @@ +Logging initialized. Writing output to 20250214_123326.log + +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 41, in run_test +manager.scan() +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 76, in scan +self._instantiate(d) +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 47, in _instantiate +definition["instance"] = PowerManager(**args) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 30, in __init__ +self.serial_comm.open_serial() +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\SerialCommunication.py", line 20, in open_serial +self.ser = serial.Serial(self.serial_port, self.baud_rate, timeout=1) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialwin32.py", line 33, in __init__ +super(Serial, self).__init__(*args, **kwargs) +File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialutil.py", line 222, in __init__ +self.port = port +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialutil.py", line 268, in port +raise ValueError('"port" must be None or a string, not {}'.format(type(port))) +ValueError +: +"port" must be None or a string, not diff --git a/benchmark/runner/20250214_123725.log b/benchmark/runner/20250214_123725.log new file mode 100644 index 00000000..148c6a05 --- /dev/null +++ b/benchmark/runner/20250214_123725.log @@ -0,0 +1,49 @@ +Logging initialized. Writing output to 20250214_123725.log +Power instance: +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 48, in run_test +power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 120, in init_device +self.send_command_wait_for_response("htc") +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 110, in send_command_wait_for_response +if "ack" in response: +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +TypeError +: +argument of type 'NoneType' is not iterable diff --git a/benchmark/runner/20250214_123832.log b/benchmark/runner/20250214_123832.log new file mode 100644 index 00000000..6096b1fc --- /dev/null +++ b/benchmark/runner/20250214_123832.log @@ -0,0 +1,49 @@ +Logging initialized. Writing output to 20250214_123832.log +Power instance: +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 48, in run_test +power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 120, in init_device +self.send_command_wait_for_response("htc") +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 110, in send_command_wait_for_response +if "ack" in response: +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +TypeError +: +argument of type 'NoneType' is not iterable diff --git a/benchmark/runner/20250214_123858.log b/benchmark/runner/20250214_123858.log new file mode 100644 index 00000000..10f099f1 --- /dev/null +++ b/benchmark/runner/20250214_123858.log @@ -0,0 +1,49 @@ +Logging initialized. Writing output to 20250214_123858.log +Power instance: +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 48, in run_test +power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 120, in init_device +self.send_command_wait_for_response("htc") +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 110, in send_command_wait_for_response +if "ack" in response: +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +TypeError +: +argument of type 'NoneType' is not iterable diff --git a/benchmark/runner/20250214_123922.log b/benchmark/runner/20250214_123922.log new file mode 100644 index 00000000..a8010849 --- /dev/null +++ b/benchmark/runner/20250214_123922.log @@ -0,0 +1,49 @@ +Logging initialized. Writing output to 20250214_123922.log +Power instance: +Traceback (most recent call last): +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in +result, lpm = run_test(**config) +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 48, in run_test +power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 120, in init_device +self.send_command_wait_for_response("htc") +File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 110, in send_command_wait_for_response +if "ack" in response: +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +^ +TypeError +: +argument of type 'NoneType' is not iterable diff --git a/benchmark/runner/devices.yaml b/benchmark/runner/devices.yaml index b9decc15..138ff98e 100644 --- a/benchmark/runner/devices.yaml +++ b/benchmark/runner/devices.yaml @@ -14,9 +14,10 @@ - 0x0043 - 0x0243 - name: lpm01a - usb_description: PowerShield type: power + usb: + 0x0483: 0x5740 # Ensures detection by VID/PID (1155 / 22336) - name: l4r5zi type: dut usb: - 0x0483: 0x374B \ No newline at end of file + 0x0483: 0x374B diff --git a/benchmark/runner/main.py b/benchmark/runner/main.py index f1277564..45c15d79 100644 --- a/benchmark/runner/main.py +++ b/benchmark/runner/main.py @@ -37,20 +37,21 @@ def identify_dut(manager): def run_test(devices_config, dut_config, test_script, dataset_path, mode): - lpm = None - if mode == 'e': - lpm = PowerManager(port="COM19", baud_rate=3864000, print_info_every_ms=1_000) - lpm.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) - lpm.start_capture() - lpm.start_background_parsing() # Start parsing in the background - manager = DeviceManager(devices_config) manager.scan() + + # Retrieve PowerManager instance from DeviceManager power = manager.get("power", {}).get("instance") print(f"Power instance: {power}") + if mode == 'e' and power: + power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) + power.start_capture() + power.start_background_parsing() # Start parsing in the background + if power and dut_config and dut_config.get("voltage"): power.configure_voltage(dut_config["voltage"]) + identify_dut(manager) dut = manager.get("dut", {}).get("instance") @@ -61,8 +62,8 @@ def run_test(devices_config, dut_config, test_script, dataset_path, mode): data_set = DataSet(os.path.join(dataset_path, script.model), script.truth) result = script.run(io, dut, data_set, mode) - - return result, lpm + lpm = power + return result, lpm # Return the power instance instead of lpm def parse_device_config(device_list_file, device_yaml): diff --git a/benchmark/runner/metrics_log.txt b/benchmark/runner/metrics_log.txt new file mode 100644 index 00000000..3af834f2 --- /dev/null +++ b/benchmark/runner/metrics_log.txt @@ -0,0 +1 @@ +Timestamp, Amps (A), Voltage (V), Power (W) diff --git a/benchmark/runner/power_manager.py b/benchmark/runner/power_manager.py index f8c1293f..452f1c5d 100644 --- a/benchmark/runner/power_manager.py +++ b/benchmark/runner/power_manager.py @@ -3,13 +3,10 @@ from queue import Queue from threading import Thread from time import time -from SerialCommunication import SerialCommunication -from threading import Thread +from serial_device import SerialDevice class UnitConversions: - """ - A utility class for performing unit conversions used in the PowerManager. - """ + """A utility class for performing unit conversions used in the PowerManager.""" @staticmethod def A_to_uA(current_in_A: int) -> float: @@ -24,20 +21,10 @@ def us_to_ms(microseconds: int) -> int: return microseconds // 1000 # 1 millisecond = 1,000 milliseconds class PowerManager: - def __init__(self, port: str, baud_rate: int, print_info_every_ms: int = 10_000) -> None: - """ - Initializes the LPM01A device with the given port and baud rate. - Also clears the metrics_log.txt file. - - Args: - port (str): The port where the LPM01A device is connected. - baud_rate (int): The baud rate for the serial communication. - print_info_every_ms (int): The interval in ms to print the info. - """ - # Initialize Serial Communication - self.serial_comm = SerialCommunication(port, baud_rate) - self.serial_comm.open_serial() - + def __init__(self, port_device, baud_rate=3864000, print_info_every_ms: int = 10_000) -> None: + # Use SerialDevice instead of SerialCommunication + self._port = SerialDevice(port_device, baud_rate, "ack|error", "\r\n") + # Initialize attributes self.data_storage = [] # Local storage for captured data self.uc = UnitConversions() @@ -60,21 +47,17 @@ def _read_and_parse_ascii(self) -> None: Reads and parses the data from the LPM01A device in ASCII mode. Writes the parsed data to the `metrics_log.txt` file in real-time with timestamps starting at 0. """ - # Record the capture start time self.capture_start_us = int(self.uc.s_to_us(time())) - # Open the file in append mode with open("metrics_log.txt", "a") as log_file: while True: - response = self.serial_comm.receive_data() + response = self._port.read_line() # Use SerialDevice read method if not response: continue if "TimeStamp:" in response: try: - match = re.search( - "TimeStamp: (\d+)s (\d+)ms, buff (\d+)%", response - ) + match = re.search(r"TimeStamp: (\d+)s (\d+)ms, buff (\d+)%", response) if match: self.board_timestamp_ms = ( int(match.group(2)) + int(match.group(1)) * 1000 @@ -84,21 +67,11 @@ def _read_and_parse_ascii(self) -> None: continue # Suppress errors silently continue - if "-" in response: - exponent_sign = "-" - elif "+" in response: - exponent_sign = "+" - try: split_response = response.split("-") - current = int(split_response[0][1:] if split_response[0][0] == '\x00' else split_response[0]) + current = int(split_response[0]) exponent = int(split_response[1]) - - if exponent_sign == "+": - current = current * pow(10, exponent) - else: - current = current * pow(10, -exponent) - + current = current * pow(10, -exponent) # Convert using exponent current = round(current, 4) # Keep the current in Amps voltage = 3.3 # Assuming a fixed voltage of 3.3V power = round(current * voltage, 4) # Power in Watts @@ -108,9 +81,9 @@ def _read_and_parse_ascii(self) -> None: # Write to metrics_log.txt log_file.write(f"{relative_timestamp_us}, {current}, {voltage}, {power}\n") - log_file.flush() # Ensure data is written immediately + log_file.flush() except: - continue # Suppress errors silently + continue def start_background_parsing(self) -> None: """ @@ -119,59 +92,30 @@ def start_background_parsing(self) -> None: thread = Thread(target=self._read_and_parse_ascii, daemon=True) thread.start() - def send_command_wait_for_response( - self, command: str, expected_response: str = None, timeout_s: int = 5 - ) -> bool: + def send_command_wait_for_response(self, command: str, expected_response: str = None, timeout_s: int = 5) -> bool: """ Sends a command to the LPM01A device and waits for a response. - - Args: - command (str): The command to send to the LPM01A device. - expected_response (str): The expected response from the LPM01A device. - timeout_s (int): The timeout in seconds to wait for a response. - - Returns: - bool: True if the command was successful, False otherwise. """ + self._port.write_line(command) # Use SerialDevice send method tick_start = time() - self.serial_comm.send_data(command) + while time() - tick_start < timeout_s: - response = self.serial_comm.receive_data() + response = self._port.read_line() if response == "": continue if expected_response: - if response == expected_response: - return True - else: - return False + return response == expected_response - response = response.split("PowerShield > ack ") - try: - if response[1] == command: - return True - except IndexError: - return False + if "ack" in response: + return True return False - def init_device( - self, - mode: str = "ascii", - voltage: int = 3300, - freq: int = 5000, - duration: int = 0, - ) -> None: + def init_device(self, mode: str = "ascii", voltage: int = 3300, freq: int = 5000, duration: int = 0) -> None: """ - Initializes the LPM01A device with the given mode, voltage, frequency, and duration. - - Args: - mode (str): The mode for the LPM01A device. Currently only supports "ascii". - voltage (int): The voltage for the LPM01A device. - freq (int): The frequency for the LPM01A device. - duration (int): The duration for the LPM01A device. + Initializes the LPM01A device. """ - self.mode = mode self.send_command_wait_for_response("htc") @@ -179,7 +123,6 @@ def init_device( self.send_command_wait_for_response(f"format ascii_dec") else: raise NotImplementedError - self.send_command_wait_for_response(f"format bin_hexa") self.send_command_wait_for_response(f"volt {voltage}m") self.send_command_wait_for_response(f"freq {freq}") @@ -194,69 +137,39 @@ def start_capture(self) -> None: def stop_capture(self) -> None: """ - Stops the capture of the LPM01A device and prints the logged data. + Stops the capture of the LPM01A device. """ - # Stop the capture - self.send_command_wait_for_response( - "stop", expected_response="PowerShield > Acquisition completed" - ) + self.send_command_wait_for_response("stop", expected_response="PowerShield > Acquisition completed") self.send_command_wait_for_response("hrc") - # Print the logged data - print("Total raw data logged:") - for entry in self.data_storage: - print(f"Current (uA): {entry['current_uA']}, " - f"Timestamp (us): {entry['local_timestamp_us']}, " - f"Board Timestamp (ms): {entry['board_timestamp_ms']}") - - def deinit_capture(self) -> None: """ Deinitializes the capture of the LPM01A device. """ - # Optionally save collected data to a file with open("captured_data.txt", "w") as file: file.write("Current (uA),rx timestamp (us),board timestamps (ms)\n") for entry in self.data_storage: - file.write( - f"{entry['current_uA']},{entry['local_timestamp_us']},{entry['board_timestamp_ms']}\n" - ) - self.serial_comm.close_serial() + file.write(f"{entry['current_uA']},{entry['local_timestamp_us']},{entry['board_timestamp_ms']}\n") def read_and_parse_data(self) -> None: """ Reads and parses the data from the LPM01A device. """ self.capture_start_us = int(self.uc.s_to_us(time())) - if self.mode == "ascii": - self._read_and_parse_ascii() - else: - raise NotImplementedError + self._read_and_parse_ascii() + def getAmperage(self, start_time, end_time): """ - Calculates the average current (amperage) for the entries in the data storage - between the specified start and end timestamps. - - Args: - start_time (int): The start timestamp (in microseconds). - end_time (int): The end timestamp (in microseconds). - - Returns: - float: The average current in microamperes (uA) between the start and end times. - Returns 0 if no data points are within the specified range. + Calculates the average current (amperage) for the entries in the data storage. """ - # Filter the data within the time range relevant_data = [ - entry['current_uA'] - for entry in self.data_storage + entry['current_uA'] + for entry in self.data_storage if start_time <= entry['local_timestamp_us'] <= end_time ] - # Check if there is any relevant data if not relevant_data: print("No data points found within the specified time range.") return 0.0 - # Calculate the average current - average_current = sum(relevant_data) / len(relevant_data) - return average_current \ No newline at end of file + return sum(relevant_data) / len(relevant_data) diff --git a/benchmark/runner/script.py b/benchmark/runner/script.py index a7bc81fe..bf1af8d7 100644 --- a/benchmark/runner/script.py +++ b/benchmark/runner/script.py @@ -1,10 +1,46 @@ import re import numpy as np from datetime import datetime +import logging +import sys from device_under_test import DUT # Import DUT class global_loop_count = None # This will store the loop count globally file_processed = False +current_time = datetime.now().strftime("%Y%m%d_%H%M%S") +log_filename = f"{current_time}.log" + +# Setup logging to file and console with NO extra formatting +logging.basicConfig( + level=logging.INFO, + format="%(message)s", # Removes timestamp and log level + handlers=[ + logging.FileHandler(log_filename, mode='w'), # Log to file + logging.StreamHandler(sys.stdout) # Print to console + ] +) + +# Redirect print statements to logging +class LoggerWriter: + """Custom writer to redirect stdout/stderr to logging.""" + def __init__(self, level): + self.level = level + + def write(self, message): + if message.strip(): # Avoid logging empty messages + self.level(message.strip()) + + def flush(self): + """Ensure real-time logging output.""" + for handler in logging.getLogger().handlers: + handler.flush() + +# Redirect all standard outputs to logging +sys.stdout = LoggerWriter(logging.info) # Capture stdout +sys.stderr = LoggerWriter(logging.error) # Capture stderr for errors + +print(f"Logging initialized. Writing output to {log_filename}") + class _ScriptStep: """Base class for script steps""" def run(self, io, dut, dataset, mode): diff --git a/benchmark/runner/tests.yaml b/benchmark/runner/tests.yaml index 8e693367..67ee0185 100644 --- a/benchmark/runner/tests.yaml +++ b/benchmark/runner/tests.yaml @@ -3,7 +3,7 @@ ad01: model: ad01 truth_file: y_labels.csv script: - - loop 5: + - loop 2: - download - infer 1 0 ic01: @@ -13,7 +13,7 @@ ic01: script: - loop 24: - download - - infer 3 0 + - infer 1 0 kws01: name: keyword_spotting model: kws01 diff --git a/benchmark/runner/troubleshoot.py b/benchmark/runner/troubleshoot.py new file mode 100644 index 00000000..0a72d2e8 --- /dev/null +++ b/benchmark/runner/troubleshoot.py @@ -0,0 +1,39 @@ +import yaml +from device_manager import DeviceManager +from serial.tools import list_ports + +# Load `devices.yaml` +with open("devices.yaml", "r") as file: + device_defs = yaml.safe_load(file) + +# Create DeviceManager and scan for devices +device_manager = DeviceManager(device_defs) +device_manager.scan() + +# Print all detected devices +print("\n🔍 Detected Devices from DeviceManager:") +for key, value in device_manager.__dict__.items(): + if isinstance(value, dict): # Only print stored device dicts + print(f"🔹 {key}: {value}") + +# Try to retrieve PowerManager instance +power_manager = device_manager.get("power", {}).get("instance") + +if power_manager: + print("\n✅ Power Manager Detected!") + print(f"🔌 Port: {device_manager.get('power', {}).get('port', 'Unknown')}") +else: + print("\n❌ No Power Manager detected! Check device connections and `devices.yaml`.") + +# Additional Debugging: Check if the correct port is assigned +power_port = device_manager.get("power", {}).get("port") +if power_port: + print(f"\n✅ Detected Power Manager Port: {power_port}") +else: + print("\n❌ No port assigned for Power Manager.") + +# List all available serial devices for debugging +print("\n🔍 Listing Available Serial Ports:") +ports = list(list_ports.comports()) +for port in ports: + print(f"Device: {port.device}, Description: {port.description}, VID: {port.vid}, PID: {port.pid}") From 0c31a518047d3e682fd16ef20fe5acebb7e37f74 Mon Sep 17 00:00:00 2001 From: TimotheeeNiven Date: Fri, 14 Feb 2025 12:41:15 -0500 Subject: [PATCH 3/6] Log File Implmentations, DO NOT RUN POWERBOARD --- benchmark/runner/20250214_122142.log | 85 ------------------ benchmark/runner/20250214_122530.log | 34 ------- benchmark/runner/20250214_122840.log | 51 ----------- benchmark/runner/20250214_123148.log | 51 ----------- benchmark/runner/20250214_123242.log | 128 -------------------------- benchmark/runner/20250214_123326.log | 129 --------------------------- benchmark/runner/20250214_123725.log | 49 ---------- benchmark/runner/20250214_123832.log | 49 ---------- benchmark/runner/20250214_123858.log | 49 ---------- benchmark/runner/20250214_123922.log | 49 ---------- 10 files changed, 674 deletions(-) delete mode 100644 benchmark/runner/20250214_122142.log delete mode 100644 benchmark/runner/20250214_122530.log delete mode 100644 benchmark/runner/20250214_122840.log delete mode 100644 benchmark/runner/20250214_123148.log delete mode 100644 benchmark/runner/20250214_123242.log delete mode 100644 benchmark/runner/20250214_123326.log delete mode 100644 benchmark/runner/20250214_123725.log delete mode 100644 benchmark/runner/20250214_123832.log delete mode 100644 benchmark/runner/20250214_123858.log delete mode 100644 benchmark/runner/20250214_123922.log diff --git a/benchmark/runner/20250214_122142.log b/benchmark/runner/20250214_122142.log deleted file mode 100644 index 4aa571ef..00000000 --- a/benchmark/runner/20250214_122142.log +++ /dev/null @@ -1,85 +0,0 @@ -Logging initialized. Writing output to 20250214_122142.log -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 240, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 42, in run_test -lpm = PowerManager(baud_rate=3864000, print_info_every_ms=1_000) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -TypeError -: -PowerManager.__init__() missing 1 required positional argument: 'port_device' diff --git a/benchmark/runner/20250214_122530.log b/benchmark/runner/20250214_122530.log deleted file mode 100644 index 3527ee7f..00000000 --- a/benchmark/runner/20250214_122530.log +++ /dev/null @@ -1,34 +0,0 @@ -Logging initialized. Writing output to 20250214_122530.log -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 240, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 40, in run_test -lpm = manager.get("power", {}).get("instance") -^ -^ -^ -^ -^ -^ -^ -UnboundLocalError -: -cannot access local variable 'manager' where it is not associated with a value diff --git a/benchmark/runner/20250214_122840.log b/benchmark/runner/20250214_122840.log deleted file mode 100644 index 21e5b4a1..00000000 --- a/benchmark/runner/20250214_122840.log +++ /dev/null @@ -1,51 +0,0 @@ -Logging initialized. Writing output to 20250214_122840.log -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 238, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 41, in run_test -manager.scan() -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 76, in scan -self._instantiate(d) -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 47, in _instantiate -definition["instance"] = PowerManager(**args) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -TypeError -: -PowerManager.__init__() missing 1 required positional argument: 'baud_rate' diff --git a/benchmark/runner/20250214_123148.log b/benchmark/runner/20250214_123148.log deleted file mode 100644 index 41a7b3f0..00000000 --- a/benchmark/runner/20250214_123148.log +++ /dev/null @@ -1,51 +0,0 @@ -Logging initialized. Writing output to 20250214_123148.log -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 41, in run_test -manager.scan() -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 76, in scan -self._instantiate(d) -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 47, in _instantiate -definition["instance"] = PowerManager(**args) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -TypeError -: -PowerManager.__init__() missing 1 required positional argument: 'baud_rate' diff --git a/benchmark/runner/20250214_123242.log b/benchmark/runner/20250214_123242.log deleted file mode 100644 index 1f25b13d..00000000 --- a/benchmark/runner/20250214_123242.log +++ /dev/null @@ -1,128 +0,0 @@ -Logging initialized. Writing output to 20250214_123242.log -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 41, in run_test -manager.scan() -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 76, in scan -self._instantiate(d) -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 47, in _instantiate -definition["instance"] = PowerManager(**args) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 29, in __init__ -self.serial_comm.open_serial() -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\SerialCommunication.py", line 20, in open_serial -self.ser = serial.Serial(self.serial_port, self.baud_rate, timeout=1) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialwin32.py", line 33, in __init__ -super(Serial, self).__init__(*args, **kwargs) -File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialutil.py", line 222, in __init__ -self.port = port -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialutil.py", line 268, in port -raise ValueError('"port" must be None or a string, not {}'.format(type(port))) -ValueError -: -"port" must be None or a string, not diff --git a/benchmark/runner/20250214_123326.log b/benchmark/runner/20250214_123326.log deleted file mode 100644 index c7d35c79..00000000 --- a/benchmark/runner/20250214_123326.log +++ /dev/null @@ -1,129 +0,0 @@ -Logging initialized. Writing output to 20250214_123326.log - -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 41, in run_test -manager.scan() -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 76, in scan -self._instantiate(d) -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\device_manager.py", line 47, in _instantiate -definition["instance"] = PowerManager(**args) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 30, in __init__ -self.serial_comm.open_serial() -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\SerialCommunication.py", line 20, in open_serial -self.ser = serial.Serial(self.serial_port, self.baud_rate, timeout=1) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialwin32.py", line 33, in __init__ -super(Serial, self).__init__(*args, **kwargs) -File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialutil.py", line 222, in __init__ -self.port = port -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\serial\serialutil.py", line 268, in port -raise ValueError('"port" must be None or a string, not {}'.format(type(port))) -ValueError -: -"port" must be None or a string, not diff --git a/benchmark/runner/20250214_123725.log b/benchmark/runner/20250214_123725.log deleted file mode 100644 index 148c6a05..00000000 --- a/benchmark/runner/20250214_123725.log +++ /dev/null @@ -1,49 +0,0 @@ -Logging initialized. Writing output to 20250214_123725.log -Power instance: -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 48, in run_test -power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 120, in init_device -self.send_command_wait_for_response("htc") -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 110, in send_command_wait_for_response -if "ack" in response: -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -TypeError -: -argument of type 'NoneType' is not iterable diff --git a/benchmark/runner/20250214_123832.log b/benchmark/runner/20250214_123832.log deleted file mode 100644 index 6096b1fc..00000000 --- a/benchmark/runner/20250214_123832.log +++ /dev/null @@ -1,49 +0,0 @@ -Logging initialized. Writing output to 20250214_123832.log -Power instance: -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 48, in run_test -power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 120, in init_device -self.send_command_wait_for_response("htc") -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 110, in send_command_wait_for_response -if "ack" in response: -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -TypeError -: -argument of type 'NoneType' is not iterable diff --git a/benchmark/runner/20250214_123858.log b/benchmark/runner/20250214_123858.log deleted file mode 100644 index 10f099f1..00000000 --- a/benchmark/runner/20250214_123858.log +++ /dev/null @@ -1,49 +0,0 @@ -Logging initialized. Writing output to 20250214_123858.log -Power instance: -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 48, in run_test -power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 120, in init_device -self.send_command_wait_for_response("htc") -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 110, in send_command_wait_for_response -if "ack" in response: -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -TypeError -: -argument of type 'NoneType' is not iterable diff --git a/benchmark/runner/20250214_123922.log b/benchmark/runner/20250214_123922.log deleted file mode 100644 index a8010849..00000000 --- a/benchmark/runner/20250214_123922.log +++ /dev/null @@ -1,49 +0,0 @@ -Logging initialized. Writing output to 20250214_123922.log -Power instance: -Traceback (most recent call last): -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 241, in -result, lpm = run_test(**config) -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\main.py", line 48, in run_test -power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 120, in init_device -self.send_command_wait_for_response("htc") -File "C:\Users\robet\GitHubRepos\tiny\benchmark\runner\power_manager.py", line 110, in send_command_wait_for_response -if "ack" in response: -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -^ -TypeError -: -argument of type 'NoneType' is not iterable From 9f6592a1ef85d0b81fd76f563f28ffce17c16f35 Mon Sep 17 00:00:00 2001 From: TimotheeeNiven Date: Fri, 14 Feb 2025 12:41:43 -0500 Subject: [PATCH 4/6] Log File Implmentations, DO NOT RUN POWERBOARD --- benchmark/runner/troubleshoot.py | 39 -------------------------------- 1 file changed, 39 deletions(-) delete mode 100644 benchmark/runner/troubleshoot.py diff --git a/benchmark/runner/troubleshoot.py b/benchmark/runner/troubleshoot.py deleted file mode 100644 index 0a72d2e8..00000000 --- a/benchmark/runner/troubleshoot.py +++ /dev/null @@ -1,39 +0,0 @@ -import yaml -from device_manager import DeviceManager -from serial.tools import list_ports - -# Load `devices.yaml` -with open("devices.yaml", "r") as file: - device_defs = yaml.safe_load(file) - -# Create DeviceManager and scan for devices -device_manager = DeviceManager(device_defs) -device_manager.scan() - -# Print all detected devices -print("\n🔍 Detected Devices from DeviceManager:") -for key, value in device_manager.__dict__.items(): - if isinstance(value, dict): # Only print stored device dicts - print(f"🔹 {key}: {value}") - -# Try to retrieve PowerManager instance -power_manager = device_manager.get("power", {}).get("instance") - -if power_manager: - print("\n✅ Power Manager Detected!") - print(f"🔌 Port: {device_manager.get('power', {}).get('port', 'Unknown')}") -else: - print("\n❌ No Power Manager detected! Check device connections and `devices.yaml`.") - -# Additional Debugging: Check if the correct port is assigned -power_port = device_manager.get("power", {}).get("port") -if power_port: - print(f"\n✅ Detected Power Manager Port: {power_port}") -else: - print("\n❌ No port assigned for Power Manager.") - -# List all available serial devices for debugging -print("\n🔍 Listing Available Serial Ports:") -ports = list(list_ports.comports()) -for port in ports: - print(f"Device: {port.device}, Description: {port.description}, VID: {port.vid}, PID: {port.pid}") From 3f7c3e56cd2417c4fbd618648a51c5cdf7accd0b Mon Sep 17 00:00:00 2001 From: TimotheeeNiven Date: Thu, 20 Feb 2025 00:41:27 -0500 Subject: [PATCH 5/6] AutoDetect Powerboard WIP --- benchmark/runner/SerialCommunication.py | 57 --------- benchmark/runner/device_under_test.py | 16 +-- benchmark/runner/dut.yaml | 2 +- benchmark/runner/main.py | 43 ++++--- benchmark/runner/metrics_log.txt | 1 - benchmark/runner/power_manager.py | 153 ++++++++++++++++++------ benchmark/runner/script.py | 58 +-------- benchmark/runner/serial_device.py | 26 +++- benchmark/runner/testpower.py | 12 -- 9 files changed, 175 insertions(+), 193 deletions(-) delete mode 100644 benchmark/runner/SerialCommunication.py delete mode 100644 benchmark/runner/testpower.py diff --git a/benchmark/runner/SerialCommunication.py b/benchmark/runner/SerialCommunication.py deleted file mode 100644 index 041c7690..00000000 --- a/benchmark/runner/SerialCommunication.py +++ /dev/null @@ -1,57 +0,0 @@ -import serial - - -class SerialCommunication: - def __init__(self, port: str, baud_rate: int) -> None: - """Initializes the SerialCommunication with the given port and baud rate. - - Args: - port (str): The port where the device is connected. - baud_rate (int): The baud rate for the serial communication. - """ - - self.serial_port = port - self.baud_rate = baud_rate - self.ser = None - - def open_serial(self) -> None: - """Opens the serial communication.""" - try: - self.ser = serial.Serial(self.serial_port, self.baud_rate, timeout=1) - print( - f"Serial communication established on {self.serial_port} with baud rate {self.baud_rate}" - ) - except serial.SerialException as e: - print(f"Error: {e}") - exit(1) - - def close_serial(self) -> None: - """Closes the serial communication.""" - if self.ser and self.ser.is_open: - self.ser.close() - print("Serial connection closed.") - - def send_data(self, data: str) -> None: - """Sends the given data to the device.""" - self.ser.write((data + "\n").encode()) - - def receive_data(self) -> str: - """Receives data from the device. - - Returns: - str: The received data from the device. - """ - response = self.ser.readline().decode().strip() - return response - - def receive_data_raw(self, num_bytes: int) -> bytes: - """Receives raw data from the device. - - Args: - num_bytes (int): The number of bytes to receive. - - Returns: - bytes: The received raw data from the device. - """ - response = self.ser.read(num_bytes) - return response \ No newline at end of file diff --git a/benchmark/runner/device_under_test.py b/benchmark/runner/device_under_test.py index fcd937b4..921a22c6 100644 --- a/benchmark/runner/device_under_test.py +++ b/benchmark/runner/device_under_test.py @@ -18,15 +18,15 @@ def __init__(self, port_device, baud_rate=76800, power_manager=None): self._max_bytes = 26 if power_manager else 31 def __enter__(self): - if self.power_manager: - self.power_manager.__enter__() + #if self.power_manager: + #self.power_manager.__enter__() self._port.__enter__() return self def __exit__(self, *args): self._port.__exit__(*args) - if self.power_manager: - self.power_manager.__exit__(*args) + #if self.power_manager: + #self.power_manager.__exit__(*args) def _retry(self, method, retries=3): for attempt in range(retries): @@ -95,11 +95,11 @@ def infer(self, number, warmups): result = self._port.send_command("db print") command = f"infer {number} {warmups}" # must include warmups, even if 0, because default warmups=10 - if self.power_manager: - print(self.power_manager.start()) + #if self.power_manager: + #print(self.power_manager.start()) result = self._port.send_command(command) - if self.power_manager: - print(self.power_manager.stop()) + #if self.power_manager: + #print(self.power_manager.stop()) return result def get_help(self): diff --git a/benchmark/runner/dut.yaml b/benchmark/runner/dut.yaml index 292b437d..bb7ad149 100644 --- a/benchmark/runner/dut.yaml +++ b/benchmark/runner/dut.yaml @@ -1 +1 @@ -voltage: 3000m \ No newline at end of file +voltage: 3300m \ No newline at end of file diff --git a/benchmark/runner/main.py b/benchmark/runner/main.py index 45c15d79..1650cc38 100644 --- a/benchmark/runner/main.py +++ b/benchmark/runner/main.py @@ -24,8 +24,8 @@ def init_dut(device): dut.get_profile() def identify_dut(manager): - interface = manager.get("interface", {}).get("instance") power = manager.get("power", {}).get("instance") + interface = manager.get("interface", {}).get("instance") if not manager.get("dut") and interface: # removed and power: dut = DUT(interface, power_manager=power) manager["dut"] = { @@ -37,34 +37,34 @@ def identify_dut(manager): def run_test(devices_config, dut_config, test_script, dataset_path, mode): + """Run the test + + :param devices_config: + :param dut_config: + :param test_script: + :param dataset_path: + """ manager = DeviceManager(devices_config) manager.scan() - - # Retrieve PowerManager instance from DeviceManager power = manager.get("power", {}).get("instance") print(f"Power instance: {power}") - if mode == 'e' and power: - power.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) - power.start_capture() - power.start_background_parsing() # Start parsing in the background - if power and dut_config and dut_config.get("voltage"): power.configure_voltage(dut_config["voltage"]) - identify_dut(manager) dut = manager.get("dut", {}).get("instance") io = manager.get("interface", {}).get("instance") - # Pass PowerManager instance to Script - script = Script(test_script.get(dut.get_model())) + # with io: + # start_time = time.time() + # io.play_wave("cd16m.wav") + # elapsed = time.time() - start_time - data_set = DataSet(os.path.join(dataset_path, script.model), script.truth) - result = script.run(io, dut, data_set, mode) - lpm = power - return result, lpm # Return the power instance instead of lpm + script = Script(test_script.get(dut.get_model())) + set = DataSet(os.path.join(dataset_path, script.model), script.truth) + return script.run(io, dut, set, mode) def parse_device_config(device_list_file, device_yaml): """Parsee the device discovery configuration @@ -167,7 +167,7 @@ def calculate_auc(y_pred, labels, n_classes): # Summarize results -def summarize_result(result, mode, lpm=None): +def summarize_result(result, mode): num_correct_files = 0 total_files = 0 y_pred = [] @@ -213,10 +213,8 @@ def summarize_result(result, mode, lpm=None): calculate_accuracy(np.array(y_pred), np.array(y_true)) calculate_auc(np.array(y_pred), np.array(y_true), n_classes) else: - # Stop the PowerManager if provided - if lpm: - lpm.stop_capture() - print("Power measurement stopped.") + #power manager output + print("Power Edition Output") return @@ -238,5 +236,6 @@ def summarize_result(result, mode, lpm=None): "dataset_path": args.dataset_path, "mode": args.mode } - result, lpm = run_test(**config) - summarize_result(result, args.mode, lpm=lpm) \ No newline at end of file + result = run_test(**config) + summarize_result(result, args.mode) + \ No newline at end of file diff --git a/benchmark/runner/metrics_log.txt b/benchmark/runner/metrics_log.txt index 3af834f2..e69de29b 100644 --- a/benchmark/runner/metrics_log.txt +++ b/benchmark/runner/metrics_log.txt @@ -1 +0,0 @@ -Timestamp, Amps (A), Voltage (V), Power (W) diff --git a/benchmark/runner/power_manager.py b/benchmark/runner/power_manager.py index 452f1c5d..f1c73c6f 100644 --- a/benchmark/runner/power_manager.py +++ b/benchmark/runner/power_manager.py @@ -6,8 +6,9 @@ from serial_device import SerialDevice class UnitConversions: - """A utility class for performing unit conversions used in the PowerManager.""" - + """ + A utility class for performing unit conversions used in the PowerManager. + """ @staticmethod def A_to_uA(current_in_A: int) -> float: return current_in_A * 1e6 # 1 A = 1,000,000 µA @@ -21,14 +22,15 @@ def us_to_ms(microseconds: int) -> int: return microseconds // 1000 # 1 millisecond = 1,000 milliseconds class PowerManager: - def __init__(self, port_device, baud_rate=3864000, print_info_every_ms: int = 10_000) -> None: - # Use SerialDevice instead of SerialCommunication - self._port = SerialDevice(port_device, baud_rate, "ack|error", "\r\n") - + def __init__(self, port_device, baud_rate=3686400) -> None: + """ + Initializes the LPM01A device with the given port and baud rate. + """ + self.serial_comm = SerialDevice(port_device, baud_rate) + # Initialize attributes - self.data_storage = [] # Local storage for captured data + self.data_storage = [] self.uc = UnitConversions() - self.print_info_every_ms = print_info_every_ms self.mode = None self.board_timestamp_ms = 0 self.capture_start_us = 0 @@ -41,23 +43,35 @@ def __init__(self, port_device, baud_rate=3864000, print_info_every_ms: int = 10 # Clear metrics_log.txt with open("metrics_log.txt", "w") as log_file: log_file.write("Timestamp, Amps (A), Voltage (V), Power (W)\n") + self.__enter__() + + def __enter__(self): + """ Ensures logging starts for voltage, power, and amperage when entering context. """ + self.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) + self.start_capture() # Ensure data capture starts + self.start() # Start background logging + return self def _read_and_parse_ascii(self) -> None: """ Reads and parses the data from the LPM01A device in ASCII mode. Writes the parsed data to the `metrics_log.txt` file in real-time with timestamps starting at 0. """ + # Record the capture start time self.capture_start_us = int(self.uc.s_to_us(time())) + # Open the file in append mode with open("metrics_log.txt", "a") as log_file: while True: - response = self._port.read_line() # Use SerialDevice read method + response = self.serial_comm.receive_data() if not response: continue if "TimeStamp:" in response: try: - match = re.search(r"TimeStamp: (\d+)s (\d+)ms, buff (\d+)%", response) + match = re.search( + "TimeStamp: (\d+)s (\d+)ms, buff (\d+)%", response + ) if match: self.board_timestamp_ms = ( int(match.group(2)) + int(match.group(1)) * 1000 @@ -67,11 +81,21 @@ def _read_and_parse_ascii(self) -> None: continue # Suppress errors silently continue + if "-" in response: + exponent_sign = "-" + elif "+" in response: + exponent_sign = "+" + try: split_response = response.split("-") - current = int(split_response[0]) + current = int(split_response[0][1:] if split_response[0][0] == '\x00' else split_response[0]) exponent = int(split_response[1]) - current = current * pow(10, -exponent) # Convert using exponent + + if exponent_sign == "+": + current = current * pow(10, exponent) + else: + current = current * pow(10, -exponent) + current = round(current, 4) # Keep the current in Amps voltage = 3.3 # Assuming a fixed voltage of 3.3V power = round(current * voltage, 4) # Power in Watts @@ -81,41 +105,70 @@ def _read_and_parse_ascii(self) -> None: # Write to metrics_log.txt log_file.write(f"{relative_timestamp_us}, {current}, {voltage}, {power}\n") - log_file.flush() + log_file.flush() # Ensure data is written immediately except: - continue + continue # Suppress errors silently - def start_background_parsing(self) -> None: + def start(self) -> None: """ Starts the _read_and_parse_ascii method in a background thread. """ thread = Thread(target=self._read_and_parse_ascii, daemon=True) thread.start() - def send_command_wait_for_response(self, command: str, expected_response: str = None, timeout_s: int = 5) -> bool: + def send_command_wait_for_response( + self, command: str, expected_response: str = None, timeout_s: int = 5 + ) -> bool: """ Sends a command to the LPM01A device and waits for a response. + + Args: + command (str): The command to send to the LPM01A device. + expected_response (str): The expected response from the LPM01A device. + timeout_s (int): The timeout in seconds to wait for a response. + + Returns: + bool: True if the command was successful, False otherwise. """ - self._port.write_line(command) # Use SerialDevice send method tick_start = time() - + self.serial_comm.send_data(command) while time() - tick_start < timeout_s: - response = self._port.read_line() + response = self.serial_comm.receive_data() if response == "": continue if expected_response: - return response == expected_response + if response == expected_response: + return True + else: + return False - if "ack" in response: - return True + response = response.split("PowerShield > ack ") + try: + if response[1] == command: + return True + except IndexError: + return False return False - def init_device(self, mode: str = "ascii", voltage: int = 3300, freq: int = 5000, duration: int = 0) -> None: + def init_device( + self, + mode: str = "ascii", + voltage: int = 3300, + freq: int = 5000, + duration: int = 0, + ) -> None: """ - Initializes the LPM01A device. + Initializes the LPM01A device with the given mode, voltage, frequency, and duration. + + Args: + mode (str): The mode for the LPM01A device. Currently only supports "ascii". + voltage (int): The voltage for the LPM01A device. + freq (int): The frequency for the LPM01A device. + duration (int): The duration for the LPM01A device. """ + self.mode = mode self.send_command_wait_for_response("htc") @@ -123,6 +176,7 @@ def init_device(self, mode: str = "ascii", voltage: int = 3300, freq: int = 5000 self.send_command_wait_for_response(f"format ascii_dec") else: raise NotImplementedError + self.send_command_wait_for_response(f"format bin_hexa") self.send_command_wait_for_response(f"volt {voltage}m") self.send_command_wait_for_response(f"freq {freq}") @@ -132,44 +186,73 @@ def start_capture(self) -> None: """ Starts the capture of the LPM01A device. """ - print(f"Starting capture, printing info every {self.print_info_every_ms} ms") self.send_command_wait_for_response("start") - def stop_capture(self) -> None: + def stop(self) -> None: """ - Stops the capture of the LPM01A device. + Stops the capture of the LPM01A device and prints the logged data. """ - self.send_command_wait_for_response("stop", expected_response="PowerShield > Acquisition completed") + # Stop the capture + self.send_command_wait_for_response( + "stop", expected_response="PowerShield > Acquisition completed" + ) self.send_command_wait_for_response("hrc") + # Print the logged data + print("Total raw data logged:") + for entry in self.data_storage: + print(f"Current (uA): {entry['current_uA']}, " + f"Timestamp (us): {entry['local_timestamp_us']}, " + f"Board Timestamp (ms): {entry['board_timestamp_ms']}") + + def deinit_capture(self) -> None: """ Deinitializes the capture of the LPM01A device. """ + # Optionally save collected data to a file with open("captured_data.txt", "w") as file: file.write("Current (uA),rx timestamp (us),board timestamps (ms)\n") for entry in self.data_storage: - file.write(f"{entry['current_uA']},{entry['local_timestamp_us']},{entry['board_timestamp_ms']}\n") + file.write( + f"{entry['current_uA']},{entry['local_timestamp_us']},{entry['board_timestamp_ms']}\n" + ) + self.serial_comm.close_serial() def read_and_parse_data(self) -> None: """ Reads and parses the data from the LPM01A device. """ self.capture_start_us = int(self.uc.s_to_us(time())) - self._read_and_parse_ascii() - + if self.mode == "ascii": + self._read_and_parse_ascii() + else: + raise NotImplementedError def getAmperage(self, start_time, end_time): """ - Calculates the average current (amperage) for the entries in the data storage. + Calculates the average current (amperage) for the entries in the data storage + between the specified start and end timestamps. + + Args: + start_time (int): The start timestamp (in microseconds). + end_time (int): The end timestamp (in microseconds). + + Returns: + float: The average current in microamperes (uA) between the start and end times. + Returns 0 if no data points are within the specified range. """ + # Filter the data within the time range relevant_data = [ - entry['current_uA'] - for entry in self.data_storage + entry['current_uA'] + for entry in self.data_storage if start_time <= entry['local_timestamp_us'] <= end_time ] + # Check if there is any relevant data if not relevant_data: print("No data points found within the specified time range.") return 0.0 - return sum(relevant_data) / len(relevant_data) + # Calculate the average current + average_current = sum(relevant_data) / len(relevant_data) + return average_current \ No newline at end of file diff --git a/benchmark/runner/script.py b/benchmark/runner/script.py index bf1af8d7..4ab25cb2 100644 --- a/benchmark/runner/script.py +++ b/benchmark/runner/script.py @@ -1,46 +1,10 @@ import re import numpy as np from datetime import datetime -import logging -import sys from device_under_test import DUT # Import DUT class global_loop_count = None # This will store the loop count globally file_processed = False -current_time = datetime.now().strftime("%Y%m%d_%H%M%S") -log_filename = f"{current_time}.log" - -# Setup logging to file and console with NO extra formatting -logging.basicConfig( - level=logging.INFO, - format="%(message)s", # Removes timestamp and log level - handlers=[ - logging.FileHandler(log_filename, mode='w'), # Log to file - logging.StreamHandler(sys.stdout) # Print to console - ] -) - -# Redirect print statements to logging -class LoggerWriter: - """Custom writer to redirect stdout/stderr to logging.""" - def __init__(self, level): - self.level = level - - def write(self, message): - if message.strip(): # Avoid logging empty messages - self.level(message.strip()) - - def flush(self): - """Ensure real-time logging output.""" - for handler in logging.getLogger().handlers: - handler.flush() - -# Redirect all standard outputs to logging -sys.stdout = LoggerWriter(logging.info) # Capture stdout -sys.stderr = LoggerWriter(logging.error) # Capture stderr for errors - -print(f"Logging initialized. Writing output to {log_filename}") - class _ScriptStep: """Base class for script steps""" def run(self, io, dut, dataset, mode): @@ -153,11 +117,6 @@ def run(self, io, dut, dataset, mode): # mode passed to run infer_results = _ScriptInferStep._gather_infer_results(result) result = dict(infer=infer_results) - if dut.power_manager: - timestamps, samples = _ScriptInferStep._gather_power_results(dut.power_manager) - print(f"samples:{len(samples)} timestamps:{len(timestamps)}") - result.update(power=dict(samples=samples, - timestamps=timestamps)) if mode == "a": self._print_accuracy_results(infer_results) @@ -196,19 +155,6 @@ def _gather_infer_results(cmd_results): @staticmethod - def _gather_power_results(power): - samples = [] - timeStamps = [] - if power: - for x in power.get_results(): - if isinstance(x, str): - match = re.match(r"^TimeStamp: ([0-9]{3})s ([0-9]{3})ms, buff [0-9]{2}%$", x) - ts = float(f"{match.group(1)}.{match.group(2)}") - timeStamps.append((ts, len(samples))) - else: - samples.append(x) - return timeStamps, samples - def _print_accuracy_results(self, infer_results): print(f" Results = {infer_results['results']}, time={infer_results['elapsed_time']} us") @@ -239,7 +185,7 @@ def _print_energy_results(self, infer_results): # Parse each line from the file timestamp, current, voltage, power = line.strip().split(", ") timestamp = int(timestamp) - current = float(current) # Amps (A) + current = float(current) * 1e6 # Amps (A) voltage = float(voltage) # Voltage (V) power = float(power) * 1e6 # Convert Power to µW @@ -266,7 +212,7 @@ def _print_energy_results(self, infer_results): formatted_time = current_time.strftime("%m%d.%H%M%S") # Print energy results in the required format - print(f"{formatted_time} ulp-ml: Energy data for window {len(self.throughput_values)} at time {start_time:.2f} sec. for {elapsed_time_sec:.2f} sec.:") + print(f"{formatted_time} ulp-ml: Energy data for window {len(self.throughput_values)} at time {current_time:.2f} sec. for {elapsed_time_sec:.2f} sec.:") print(f"{formatted_time} ulp-ml: Energy : {total_energy:.3f} uJ") print(f"{formatted_time} ulp-ml: Power : {average_power:.3f} µW") print(f"{formatted_time} ulp-ml: Energy/Inf. : {average_energy:.3f} uJ/inf.") diff --git a/benchmark/runner/serial_device.py b/benchmark/runner/serial_device.py index 509fcb81..eb6c20af 100644 --- a/benchmark/runner/serial_device.py +++ b/benchmark/runner/serial_device.py @@ -6,6 +6,7 @@ class SerialDevice: def __init__(self, port_device, baud_rate, end_of_response="", delimiter="\n", echo=False): + print(f"Initializing SerialDevice on port: {port_device} at {baud_rate} baud") # Debug print self._port = serial.Serial(port_device, baud_rate, timeout=0.1) self._delimiter = delimiter self._end_of_response = end_of_response @@ -82,4 +83,27 @@ def send_command(self, command, end=None, echo=False): if end_of_resp: break - return lines if len(lines) != 1 else lines[0] \ No newline at end of file + return lines if len(lines) != 1 else lines[0] + + def close_serial(self) -> None: + """Closes the serial communication.""" + if self._port and self._port.is_open: + self._port.close() + print("Serial connection closed.") + + def send_data(self, data: str) -> None: + """Sends the given data to the device.""" + self._port.write((data + "\n").encode()) + + def receive_data(self) -> str: + """Receives data from the device.""" + if not self._port.is_open: + print("Error: Serial port is closed. Attempting to reopen...") + self._port.open() # Reopen the port if needed + + try: + response = self._port.readline().decode().strip() + return response + except serial.SerialException as e: + print(f"SerialException: {e}") + return "" # Return an empty response instead of crashing diff --git a/benchmark/runner/testpower.py b/benchmark/runner/testpower.py deleted file mode 100644 index 28077977..00000000 --- a/benchmark/runner/testpower.py +++ /dev/null @@ -1,12 +0,0 @@ -from power_manager import PowerManager - -try: - lpm = PowerManager(port="COM19", baud_rate=3864000, print_info_every_ms=1_000) - lpm.init_device(mode="ascii", voltage=3300, freq=1000, duration=0) - lpm.start_capture() - lpm.read_and_parse_data() -except KeyboardInterrupt: - print("KeyboardInterrupt detected. Exiting...") - lpm.stop_capture() - lpm.deinit_capture() - exit(0) \ No newline at end of file From 9d4b6c98829b69411a63cf75cd7a9c52ca56b7f3 Mon Sep 17 00:00:00 2001 From: TimotheeeNiven Date: Thu, 20 Feb 2025 19:27:49 -0500 Subject: [PATCH 6/6] Powerboard WIP with Logging --- benchmark/runner/main.py | 13 +- benchmark/runner/metrics_log.txt | 16759 +++++++++++++++++++++++++++++ benchmark/runner/script.py | 37 + 3 files changed, 16804 insertions(+), 5 deletions(-) diff --git a/benchmark/runner/main.py b/benchmark/runner/main.py index 1650cc38..6d75d1e4 100644 --- a/benchmark/runner/main.py +++ b/benchmark/runner/main.py @@ -63,8 +63,8 @@ def run_test(devices_config, dut_config, test_script, dataset_path, mode): script = Script(test_script.get(dut.get_model())) set = DataSet(os.path.join(dataset_path, script.model), script.truth) - - return script.run(io, dut, set, mode) + result = script.run(io, dut, set, mode) + return result, power def parse_device_config(device_list_file, device_yaml): """Parsee the device discovery configuration @@ -167,7 +167,7 @@ def calculate_auc(y_pred, labels, n_classes): # Summarize results -def summarize_result(result, mode): +def summarize_result(result, mode, power): num_correct_files = 0 total_files = 0 y_pred = [] @@ -215,6 +215,9 @@ def summarize_result(result, mode): else: #power manager output print("Power Edition Output") + power.stop() # Stop power capture + power.send_command_wait_for_response("pwr off") + return @@ -236,6 +239,6 @@ def summarize_result(result, mode): "dataset_path": args.dataset_path, "mode": args.mode } - result = run_test(**config) - summarize_result(result, args.mode) + result, power = run_test(**config) # Unpack power from run_test + summarize_result(result, args.mode, power) # Pass power to summarize_result \ No newline at end of file diff --git a/benchmark/runner/metrics_log.txt b/benchmark/runner/metrics_log.txt index e69de29b..9625cd66 100644 --- a/benchmark/runner/metrics_log.txt +++ 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logging.FileHandler(log_filename, mode='w'), # Log to file + logging.StreamHandler(sys.stdout) # Print to console + ] +) + +# Redirect print statements to logging +class LoggerWriter: + """Custom writer to redirect stdout/stderr to logging.""" + def __init__(self, level): + self.level = level + + def write(self, message): + if message.strip(): # Avoid logging empty messages + self.level(message.strip()) + + def flush(self): + """Ensure real-time logging output.""" + for handler in logging.getLogger().handlers: + handler.flush() + +# Redirect all standard outputs to logging +sys.stdout = LoggerWriter(logging.info) # Capture stdout +sys.stderr = LoggerWriter(logging.error) # Capture stderr for errors + +print(f"Logging initialized. Writing output to {log_filename}") + class _ScriptStep: """Base class for script steps"""