├── .python-version
├── docs
└── img
│ ├── cli_0.png
│ ├── cli_1.png
│ ├── dashboard_0.png
│ ├── dashboard_1.png
│ └── dashboard_2.png
├── requirements.txt
├── .gitignore
├── pyproject.toml
├── LICENSE
├── README.md
├── optimize.py
└── uv.lock
/.python-version:
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1 | 3.12
2 |
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/docs/img/cli_0.png:
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https://raw.githubusercontent.com/Pythoniasm/espminer-optim/HEAD/docs/img/cli_0.png
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/docs/img/cli_1.png:
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https://raw.githubusercontent.com/Pythoniasm/espminer-optim/HEAD/docs/img/cli_1.png
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/docs/img/dashboard_0.png:
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https://raw.githubusercontent.com/Pythoniasm/espminer-optim/HEAD/docs/img/dashboard_0.png
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/docs/img/dashboard_1.png:
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https://raw.githubusercontent.com/Pythoniasm/espminer-optim/HEAD/docs/img/dashboard_1.png
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/docs/img/dashboard_2.png:
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https://raw.githubusercontent.com/Pythoniasm/espminer-optim/HEAD/docs/img/dashboard_2.png
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/requirements.txt:
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1 | optuna>=4.2.1
2 | optuna-dashboard>=0.18.0
3 | pandas>=2.2.3
4 | requests>=2.32.3
5 | rich>=14.0.0
6 |
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/.gitignore:
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1 | # ESPminer Optimizer
2 | *.csv
3 | *.sqlite3
4 |
5 | # Tools
6 | .ruff_cache/
7 |
8 | # Python-generated files
9 | __pycache__/
10 | build/
11 | dist/
12 | wheels/
13 | *.egg-info/
14 | *.py[oc]
15 |
16 | # Virtual environments
17 | .venv
18 |
19 | # File systems
20 | .DS_Store
21 |
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/pyproject.toml:
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1 | [build-system]
2 | requires = ["setuptools>=78.1.0"]
3 |
4 | [project]
5 | name = "espminer-optim"
6 | version = "0.0.9"
7 | description = "A CLI-based tuner that runs multi-objective optimization on your ESPminer"
8 | readme = "README.md"
9 | requires-python = ">=3.12"
10 | dependencies = [
11 | "optuna>=4.2.1",
12 | "optuna-dashboard>=0.18.0",
13 | "pandas>=2.2.3",
14 | "requests>=2.32.3",
15 | "rich>=14.0.0",
16 | ]
17 | [project.scripts]
18 | espminer-optim = "optimize:entrypoint"
19 |
20 | [dependency-groups]
21 | dev = [
22 | "pipdeptree>=2.26.1",
23 | "ruff>=0.11.5",
24 | "ipykernel>=6.29.5",
25 | ]
26 |
27 | [tool.ruff]
28 | line-length = 120
29 |
30 | [tool.ruff.format]
31 | quote-style = "double"
32 |
33 | [tool.ruff.lint]
34 | extend-select = ["I"]
35 | extend-ignore = ["E402","E722","E731"]
36 |
37 | [tool.ruff.lint.isort]
38 | lines-after-imports = 2
39 |
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/LICENSE:
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1 | MIT License
2 |
3 | Copyright (c) 2025 Pythoniasm
4 |
5 | Permission is hereby granted, free of charge, to any person obtaining a copy
6 | of this software and associated documentation files (the "Software"), to deal
7 | in the Software without restriction, including without limitation the rights
8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 |
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 |
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 |
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/README.md:
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1 | # ⚡️ ESPminer Optimizer
2 |
3 | Tweak your ESPminer for max hashrate, minimum watts, and thermally clean operation - automagically.
4 | Built for the modern sovereign miner, optimized for freedom.
5 |
6 | > “Don’t trust. Verify. Solo-mine. Then autotune.” - Satoshi, probably
7 |
8 | ---
9 |
10 | ## 🛠 What Is This?
11 |
12 | A CLI-based tuner that runs multi-objective optimization on your ESPminer.
13 | It finds the best balance of:
14 | - 🧠 **Hashrate** (TH/s)
15 | - 🔌 **Efficiency** (J/TH)
16 | - 🌡 **Thermal Constraints**
17 |
18 | All in real-time using [Optuna](https://optuna.org/) and your device’s REST API.
19 |
20 | > 🤝 Found new best parameters with your ESPminer? Leave some sats for development support:
21 | > [`bc1pgen5mzfdeq4hpwv6t7etjtch5j3dda46pm555vxhn839wq3aggdscrtxws`](bitcoin:bc1pgen5mzfdeq4hpwv6t7etjtch5j3dda46pm555vxhn839wq3aggdscrtxws)
22 |
23 | ---
24 |
25 | ## 🚀 Features
26 |
27 | - 🎛 Optimizes frequency & core voltage
28 | - 🧪 Runs real-time stats collection from the ESPminer
29 | - 🧯 Aborts trials if temps go too high
30 | - 📈 Logs every trial to a CSV
31 | - 📚 Saves study results to a local SQLite DB
32 | - 🌈 Uses `rich` for pretty CLI output
33 |
34 |
35 |
36 |
37 |
38 |
39 |
40 |
41 |
42 | ---
43 |
44 | ## ☠️ Warnings
45 |
46 | - This directly modifies your ESPminer settings and restarts the miner every trial.
47 | - Know your thermal + voltage limits.
48 |
49 | To enhance your ESPminer optimization workflow, consider integrating the Optuna Dashboard for real-time visualization and analysis of your optimization runs. This tool provides interactive graphs and detailed trial data, allowing you to monitor the optimization process effectively.
50 |
51 | ---
52 |
53 | ## Install
54 |
55 | Dependencies:
56 | - Python 3
57 | - A ESPminer running firmware with the `/api/system` endpoints
58 |
59 | Directly install from PyPI [`espminer-optim`](https://pypi.org/project/espminer-optim/) via pip:
60 | ```bash
61 | pip install espminer-optim
62 | ```
63 |
64 | ## ⚙️ Development
65 |
66 | Clone the repository and install it in editable mode
67 | ```bash
68 | pip install -e .
69 | ```
70 |
71 | ---
72 |
73 | ## 🧪 Running the Optimizer
74 |
75 | Run the executable after install:
76 | ```bash
77 | espminer-optim
78 | ```
79 |
80 | or run directly via Python runtime `python optimize.py` if you have cloned the source.
81 |
82 | You’ll be prompted for:
83 | - ESPminer IP address
84 | - Frequency & voltage range
85 | - Trial count & duration
86 | - Temperature limits
87 |
88 | Then the tuner gets to work - configuring, restarting, collecting stats, and evolving toward greatness. 🙌
89 |
90 | Each trial logs:
91 | - Frequency (MHz)
92 | - Core Voltage (mV)
93 | - Avg Hashrate (TH/s)
94 | - Avg Power (W)
95 | - Efficiency (J/TH)
96 | - Objective Score
97 |
98 | ---
99 |
100 | ## 🛠️ Setting Up Optuna Dashboard
101 |
102 | 1. **Install Optuna Dashboard**:
103 |
104 | ```bash
105 | pip install optuna-dashboard
106 | ```
107 |
108 | 2. **Run Your Optimization Script**
109 |
110 | 3. **Launch the Dashboard**:
111 |
112 | In a separate terminal, start the dashboard:
113 |
114 | ```bash
115 | optuna-dashboard sqlite:///espminer-optim-db.sqlite3
116 | ```
117 |
118 | This will start a local server, typically accessible at `http://localhost:8080/`.
119 |
120 | ### 📊 Features of Optuna Dashboard
121 |
122 | - **Interactive Visualization**: Monitor optimization history, parameter importances, and trial details through dynamic graph.
123 |
124 | - **Real-Time Updates**: Observe the optimization progress as new trials are complete.
125 |
126 | - **Trial Management**: Filter, sort, and inspect individual trials to gain insights into the optimization proces.
127 |
128 | For more information and advanced usage, refer to [Optuna Dashboard documentation](https://optuna-dashboard.readthedocs.io/).
129 | By incorporating the Optuna Dashboard into your workflow, you can gain deeper insights into your optimization process, leading to more efficient and effective tuning of your ESPminer device.
130 |
131 |
132 |
133 |
134 |
135 |
136 |
137 |
138 |
139 |
140 |
141 |
142 |
143 | ---
144 |
145 | ⚡️⛏️ Built for Bitaxe
146 |
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/optimize.py:
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1 | import json
2 | import os
3 | import time
4 |
5 | import numpy as np
6 | import optuna
7 | import pandas as pd
8 | import requests
9 | from optuna.trial import Trial
10 | from rich.console import Console
11 | from rich.progress import (
12 | BarColumn,
13 | Progress,
14 | SpinnerColumn,
15 | TextColumn,
16 | TimeElapsedColumn,
17 | )
18 | from rich.prompt import Confirm, IntPrompt, Prompt
19 | from rich.table import Table
20 |
21 |
22 | # Initialize rich console
23 | console = Console()
24 |
25 | # Prompt user for setup
26 | console.print("[bold green]ESPminer Optimization Setup[/bold green]")
27 |
28 | device_ip = Prompt.ask("Enter ESPminer device URI", default="192.168.1.4")
29 | study_name = Prompt.ask("Enter trial name", default="espmineroptim")
30 | n_trials = IntPrompt.ask("Enter number of trials", default=10, show_default=True)
31 | trial_length_s = IntPrompt.ask("Enter trial duration (min.)", default=1, show_default=True) * 60
32 |
33 | # Frequency bounds
34 | min_frequency_MHz = IntPrompt.ask("Enter minimum frequency (MHz)", default=400, show_default=True)
35 | max_frequency_MHz = IntPrompt.ask("Enter maximum frequency (MHz)", default=550, show_default=True)
36 |
37 | # Voltage bounds
38 | min_coreVoltage_mV = IntPrompt.ask("Enter minimum coreVoltage (mV)", default=1000, show_default=True)
39 | max_coreVoltage_mV = IntPrompt.ask("Enter maximum coreVoltage (mV)", default=1100, show_default=True)
40 |
41 | limit_temp_degC = IntPrompt.ask("Enter temp limit (°C)", default=68, show_default=True)
42 | limit_vrTemp_degC = IntPrompt.ask("Enter voltage regulator temp limit coreVoltage (°C)", default=68, show_default=True)
43 |
44 | safe_coreVoltage_mV = 1040
45 | safe_frequency_MHz = 450
46 |
47 | console.print(
48 | "[bold yellow]Warning: default values are defined for BitAxe Gamma 601. Check your safety precautions.[/bold yellow]"
49 | )
50 | console.print("[bold red]Double check that the parameter ranges are safe and don't lead to overheat![/bold red]")
51 | confirmed = Confirm.ask("Check your inputs above. Start optimizing?")
52 | if not confirmed:
53 | exit(0)
54 |
55 | # Endpoints
56 | SETTINGS_URL = f"http://{device_ip}/api/system"
57 | RESET_URL = f"http://{device_ip}/api/system/restart"
58 | STATS_URL = f"http://{device_ip}/api/system/info"
59 |
60 | # Scoring weights
61 | # hashRate_factor = 20.0
62 | # efficiency_factor = 1.0
63 |
64 | # DataFrame setup
65 | csv_file = f"{study_name}_results.csv"
66 | df_columns = [
67 | "device_ip",
68 | "study_name",
69 | "n_trials",
70 | "trial_length_s",
71 | "min_frequency_MHz",
72 | "max_frequency_MHz",
73 | "min_coreVoltage_mV",
74 | "max_coreVoltage_mV",
75 | "limit_temp_degC",
76 | "limit_vrTemp_degC",
77 | "trial_number",
78 | "frequency_MHz",
79 | "coreVoltage_mV",
80 | "min_hashRate_THps",
81 | "max_hashRate_THps",
82 | "avg_hashRate_THps",
83 | "min_power_W",
84 | "max_power_W",
85 | "avg_power_W",
86 | "min_efficiency_JpTH",
87 | "max_efficiency_JpTH",
88 | "avg_efficiency_JpTH",
89 | "min_temp_degC",
90 | "max_temp_degC",
91 | "avg_temp_degC",
92 | "min_vrTemp_degC",
93 | "max_vrTemp_degC",
94 | "avg_vrTemp_degC",
95 | ]
96 |
97 | if os.path.exists(csv_file):
98 | results_df = pd.read_csv(csv_file)
99 | else:
100 | results_df = pd.DataFrame(columns=df_columns)
101 |
102 |
103 | def get_device_stats(stats_url: str = STATS_URL, timeout: float = 15):
104 | stats_response = requests.get(stats_url, timeout=timeout)
105 | return stats_response.json()
106 |
107 |
108 | def set_device_parameters(
109 | settings_url: str = SETTINGS_URL,
110 | reset_url: str = RESET_URL,
111 | frequency_MHz: float = min_frequency_MHz,
112 | coreVoltage_mV: float = min_coreVoltage_mV,
113 | ):
114 | headers = {"Content-Type": "application/json"}
115 | payload = {"frequency": int(frequency_MHz), "coreVoltage": int(coreVoltage_mV)}
116 | response = requests.patch(settings_url, headers=headers, data=json.dumps(payload), timeout=10)
117 | response.raise_for_status()
118 | time.sleep(1)
119 |
120 | console.print("[cyan]→ Restarting device...[/cyan]")
121 | response = requests.post(reset_url, timeout=10)
122 | response.raise_for_status()
123 |
124 |
125 | def run_trial(trial: Trial, frequency_MHz: float, coreVoltage_mV: float):
126 | trial_number = trial.number
127 |
128 | try:
129 | console.rule(
130 | f"[bold green]Trial {trial_number}: freq={frequency_MHz:.0f} MHz, Vcore={coreVoltage_mV:.0f} mV[/bold green]"
131 | )
132 |
133 | set_device_parameters(frequency_MHz=frequency_MHz, coreVoltage_mV=coreVoltage_mV)
134 |
135 | console.print("[yellow]⏳ Waiting 30 seconds for system stabilization...[/yellow]")
136 | time.sleep(30)
137 |
138 | hashRates_THps = list()
139 | powers_W = list()
140 | temps_degC = list()
141 | vrTemps_degC = list()
142 |
143 | with Progress(
144 | SpinnerColumn(),
145 | TextColumn("[progress.description]{task.description}"),
146 | BarColumn(),
147 | TimeElapsedColumn(),
148 | transient=True,
149 | ) as progress:
150 | task = progress.add_task("[green]Collecting system stats...", total=trial_length_s // 10)
151 |
152 | for _ in range(trial_length_s // 10):
153 | stats = get_device_stats()
154 |
155 | hashRate_THps = stats.get("hashRate", 0) / 1000.0
156 | power_W = stats.get("power", 0)
157 | temp_degC = stats.get("temp", 0)
158 | vrTemp_degC = stats.get("vrTemp", 0)
159 |
160 | actual_frequency_MHz = stats.get("frequency", 0)
161 | actual_coreVoltage_mV = stats.get("coreVoltage", 0)
162 |
163 | try:
164 | np.testing.assert_allclose(actual_frequency_MHz, frequency_MHz, rtol=3 * 1e-3)
165 | np.testing.assert_allclose(actual_coreVoltage_mV, coreVoltage_mV, rtol=3 * 1e-3)
166 | except AssertionError:
167 | console.print_exception()
168 | console.print("[bold red]Real parameter not set within tolerance of 1%[/bold red]")
169 | console.print()
170 | return
171 |
172 | efficiency_JpTH = power_W / hashRate_THps
173 | console.print(
174 | f"[blue] Stats:[/blue] temp={temp_degC:.1f}°C,vrTemp={vrTemp_degC:.1f}°C,hashRate={hashRate_THps:.2f}TH/s,power={power_W:.1f}W,eff={efficiency_JpTH:.1f}J/TH"
175 | )
176 |
177 | if temp_degC > limit_temp_degC or vrTemp_degC > limit_vrTemp_degC:
178 | console.print("[bold red]❌ Temperature too high! Aborting.[/bold red]")
179 |
180 | console.print("[cyan]→ Resetting device to cooler minimal fallback parameters...[/cyan]")
181 |
182 | set_device_parameters(frequency_MHz=safe_frequency_MHz, coreVoltage_mV=safe_coreVoltage_mV)
183 | console.print("[cyan]→ Cooling down for 60 s...[/cyan]")
184 | time.sleep(60)
185 |
186 | return
187 |
188 | hashRates_THps.append(hashRate_THps)
189 | powers_W.append(power_W)
190 | temps_degC.append(temp_degC)
191 | vrTemps_degC.append(vrTemp_degC)
192 |
193 | progress.advance(task)
194 | time.sleep(10)
195 |
196 | if not hashRates_THps or not powers_W:
197 | console.print("[bold red]No valid stats – aborting trial.[/bold red]")
198 | return
199 |
200 | hashRates_THps = np.asarray(hashRates_THps)
201 | powers_W = np.asarray(powers_W)
202 | temps_degC = np.asarray(temps_degC)
203 | vrTemps_degC = np.asarray(vrTemps_degC)
204 |
205 | efficiencies_JpTH = np.divide(powers_W, hashRates_THps)
206 |
207 | min_hashRate_THps = float(hashRates_THps.min())
208 | max_hashRate_THps = float(hashRates_THps.max())
209 | avg_hashRate_THps = float(hashRates_THps.mean())
210 | min_power_W = float(powers_W.min())
211 | max_power_W = float(powers_W.max())
212 | avg_power_W = float(powers_W.mean())
213 | min_temp_degC = float(temps_degC.min())
214 | max_temp_degC = float(temps_degC.max())
215 | avg_temp_degC = float(temps_degC.mean())
216 | min_vrTemp_degC = float(vrTemps_degC.min())
217 | max_vrTemp_degC = float(vrTemps_degC.max())
218 | avg_vrTemp_degC = float(vrTemps_degC.mean())
219 | min_efficiency_JpTH = float(efficiencies_JpTH.min())
220 | max_efficiency_JpTH = float(efficiencies_JpTH.max())
221 | avg_efficiency_JpTH = float(efficiencies_JpTH.mean())
222 |
223 | # scoring = (
224 | # hashRate_factor * avg_hashRate_THps
225 | # - efficiency_factor * avg_efficiency_JpTH
226 | # )
227 |
228 | results_df.loc[len(results_df)] = [
229 | device_ip,
230 | study_name,
231 | n_trials,
232 | trial_length_s,
233 | min_frequency_MHz,
234 | max_frequency_MHz,
235 | min_coreVoltage_mV,
236 | max_coreVoltage_mV,
237 | limit_temp_degC,
238 | limit_vrTemp_degC,
239 | trial_number,
240 | frequency_MHz,
241 | coreVoltage_mV,
242 | min_hashRate_THps,
243 | max_hashRate_THps,
244 | avg_hashRate_THps,
245 | min_power_W,
246 | max_power_W,
247 | avg_power_W,
248 | min_efficiency_JpTH,
249 | max_efficiency_JpTH,
250 | avg_efficiency_JpTH,
251 | min_temp_degC,
252 | max_temp_degC,
253 | avg_temp_degC,
254 | min_vrTemp_degC,
255 | max_vrTemp_degC,
256 | avg_vrTemp_degC,
257 | ]
258 | results_df.to_csv(csv_file, index=False)
259 |
260 | summary = Table(title=f"Trial {trial_number} Summary", show_lines=True)
261 | summary.add_column("Metric", style="cyan")
262 | summary.add_column("Value", style="magenta")
263 | summary.add_row("Avg. Hashrate", f"{avg_hashRate_THps:.2f} TH/s")
264 | summary.add_row("Avg. Power", f"{avg_power_W:.2f} W")
265 | summary.add_row("Avg. Efficiency", f"{avg_efficiency_JpTH:.2f} J/TH")
266 |
267 | console.print(summary)
268 |
269 | trial.set_user_attr("min_hashRate_THps", min_hashRate_THps)
270 | trial.set_user_attr("max_hashRate_THps", max_hashRate_THps)
271 | trial.set_user_attr("avg_hashRate_THps", avg_hashRate_THps)
272 | trial.set_user_attr("min_power_W", min_power_W)
273 | trial.set_user_attr("max_power_W", max_power_W)
274 | trial.set_user_attr("avg_power_W", avg_power_W)
275 | trial.set_user_attr("min_efficiency_JpTH", min_efficiency_JpTH)
276 | trial.set_user_attr("max_efficiency_JpTH", max_efficiency_JpTH)
277 | trial.set_user_attr("avg_efficiency_JpTH", avg_efficiency_JpTH)
278 | trial.set_user_attr("min_temp_degC", min_temp_degC)
279 | trial.set_user_attr("max_temp_degC", max_temp_degC)
280 | trial.set_user_attr("avg_temp_degC", avg_temp_degC)
281 | trial.set_user_attr("min_vrTemp_degC", min_vrTemp_degC)
282 | trial.set_user_attr("max_vrTemp_degC", max_vrTemp_degC)
283 | trial.set_user_attr("avg_vrTemp_degC", avg_vrTemp_degC)
284 |
285 | return avg_hashRate_THps, avg_efficiency_JpTH
286 |
287 | except Exception as e:
288 | console.print(f"[bold red]Exception:[/bold red] {e}")
289 | return
290 |
291 |
292 | def run_study(trial: Trial):
293 | frequency_MHz = trial.suggest_float("frequency", float(min_frequency_MHz), float(max_frequency_MHz))
294 | coreVoltage_mV = trial.suggest_float("coreVoltage", float(min_coreVoltage_mV), float(max_coreVoltage_mV))
295 | return run_trial(trial, frequency_MHz, coreVoltage_mV)
296 |
297 |
298 | def entrypoint():
299 | try:
300 | console.print("[blue]Reading pre-optimization ESPminer parameters...[blue]")
301 | stats = get_device_stats()
302 |
303 | pre_optim_frequency_MHz = stats.get("frequency")
304 | pre_optim_coreVoltage_mV = stats.get("coreVoltage")
305 | console.rule(
306 | f"[bold blue]Pre-optimization parameters: freq={pre_optim_frequency_MHz:.0f} MHz, Vcore={pre_optim_coreVoltage_mV:.0f} mV[/bold blue]"
307 | )
308 | except Exception as e:
309 | console.print(f"[bold red]Exception:[/bold red] {e}")
310 | console.print("Have you configured the correct ESPminer device URI?")
311 | return
312 |
313 | try:
314 | study = optuna.create_study(
315 | directions=["maximize", "minimize"],
316 | storage="sqlite:///espminer-optim-db.sqlite3", # Specify the storage URL here.
317 | study_name=study_name,
318 | load_if_exists=True,
319 | )
320 |
321 | study.set_user_attr("device_ip", device_ip)
322 | study.set_user_attr("study_name", device_ip)
323 | study.set_user_attr("trial_length_s", trial_length_s)
324 | study.set_user_attr("pre_optim_frequency_MHz", pre_optim_frequency_MHz)
325 | study.set_user_attr("pre_optim_coreVoltage_mV", pre_optim_coreVoltage_mV)
326 | study.set_user_attr("min_frequency_MHz", min_frequency_MHz)
327 | study.set_user_attr("max_frequency_MHz", max_frequency_MHz)
328 | study.set_user_attr("min_coreVoltage_mV", min_coreVoltage_mV)
329 | study.set_user_attr("max_coreVoltage_mV", max_coreVoltage_mV)
330 | study.set_user_attr("limit_temp_degC", limit_temp_degC)
331 | study.set_user_attr("limit_vrTemp_degC", limit_vrTemp_degC)
332 |
333 | console.print("[bold green]Starting ESPminer Optimization...[/bold green]")
334 | study.optimize(run_study, n_trials=n_trials)
335 |
336 | console.rule("[bold green]Optimization Complete[/bold green]")
337 | console.print("Best trials per objective from multi-objective optimization:")
338 |
339 | for i, trial in enumerate(study.best_trials, start=1):
340 | table = Table(
341 | title=f"Best Multi-Objective Result {i}/{len(study.best_trials)} - Trial {trial.number} ",
342 | show_lines=True,
343 | )
344 | table.add_column("Parameter", style="cyan")
345 | table.add_column("Value", style="magenta")
346 | for key, val in trial.params.items():
347 | table.add_row(key, str(val))
348 | table.add_section()
349 | table.add_row("Objectives: hashRate (TH/s), efficiency (J/TH)", f"{trial.values}")
350 | console.print(table)
351 |
352 | if study.best_trials:
353 | console.rule("[bold green]Committing the Best Multi-Objective Result 1/2 Parameters to Device[/bold green]")
354 |
355 | best_trial_frequency_MHz = study.best_trials[0].params.get("frequency", min_frequency_MHz)
356 | best_trial_coreVoltage_mV = study.best_trials[0].params.get("coreVoltage", min_coreVoltage_mV)
357 |
358 | console.print(
359 | f"Setting the parameters from best multi-objective result 1/2: freq={best_trial_frequency_MHz:.0f} MHz, Vcore={best_trial_coreVoltage_mV:.0f} mV"
360 | )
361 |
362 | set_device_parameters(frequency_MHz=best_trial_frequency_MHz, coreVoltage_mV=best_trial_coreVoltage_mV)
363 |
364 | console.print("[yellow]⏳ Waiting 30 seconds for system restart...[/yellow]")
365 | time.sleep(30)
366 |
367 | stats = get_device_stats()
368 |
369 | actual_frequency_MHz = stats.get("frequency", 0)
370 | actual_coreVoltage_mV = stats.get("coreVoltage", 0)
371 |
372 | try:
373 | np.testing.assert_allclose(actual_frequency_MHz, best_trial_frequency_MHz, rtol=3 * 1e-3)
374 | np.testing.assert_allclose(actual_coreVoltage_mV, best_trial_coreVoltage_mV, rtol=3 * 1e-3)
375 | except AssertionError:
376 | console.print_exception()
377 | console.print("[bold red]Real parameter not set within tolerance of 1%[/bold red]")
378 | console.print()
379 | raise Exception("Real parameter not set within tolerance of 1%")
380 |
381 | console.print("[bold green]Parameters from best multi-objective result 1/2 are now set.[/bold green]")
382 |
383 | except (KeyboardInterrupt, Exception) as e:
384 | if isinstance(e, KeyboardInterrupt):
385 | console.print("[bold yellow]Canceled by user keyboard interrupt.[/bold yellow]")
386 | else:
387 | console.print(f"[bold red]Exception:[/bold red] {e}")
388 |
389 | console.print(
390 | f"Reverting the parameters to pre-optimization configuration: freq={pre_optim_frequency_MHz:.0f} MHz, Vcore={pre_optim_coreVoltage_mV:.0f} mV"
391 | )
392 |
393 | set_device_parameters(frequency_MHz=pre_optim_frequency_MHz, coreVoltage_mV=pre_optim_coreVoltage_mV)
394 |
395 | console.print("[yellow]⏳ Waiting 30 seconds for system restart...[/yellow]")
396 | time.sleep(30)
397 |
398 | stats = get_device_stats()
399 |
400 | actual_frequency_MHz = stats.get("frequency", 0)
401 | actual_coreVoltage_mV = stats.get("coreVoltage", 0)
402 |
403 | try:
404 | np.testing.assert_allclose(actual_frequency_MHz, pre_optim_frequency_MHz, rtol=3 * 1e-3)
405 | np.testing.assert_allclose(actual_coreVoltage_mV, pre_optim_coreVoltage_mV, rtol=3 * 1e-3)
406 | except AssertionError:
407 | console.print_exception()
408 | console.print("[bold red]Real parameter not set within tolerance of 1%[/bold red]")
409 | console.print()
410 | raise Exception("Real parameter not set within tolerance of 1%")
411 |
412 | console.print("[bold green]Parameters reverted to pre-optimization configuration.[/bold green]")
413 |
414 |
415 | if __name__ == "__main__":
416 | entrypoint()
417 |
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