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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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| # Bitaxe Hashrate Benchmark | ||
| # **Bitaxe Hashrate Benchmark** | ||
|
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| A Python-based benchmarking tool for optimizing Bitaxe mining performance by testing different voltage and frequency combinations while monitoring hashrate, temperature, and power efficiency. | ||
|
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| ## Features | ||
| ## **Features** | ||
|
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| - Automated benchmarking of different voltage/frequency combinations | ||
| - Temperature monitoring and safety cutoffs | ||
| - Power efficiency calculations (J/TH) | ||
| - Automatic saving of benchmark results | ||
| - Graceful shutdown with best settings retention | ||
| - Docker support for easy deployment | ||
|
|
||
| ## Prerequisites | ||
|
|
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| - Python 3.11 or higher | ||
| - Access to a Bitaxe miner on your network | ||
| - Docker (optional, for containerized deployment) | ||
| - Git (optional, for cloning the repository) | ||
|
|
||
| ## Installation | ||
|
|
||
| ### Standard Installation | ||
|
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||
| 1. Clone the repository: | ||
| ```bash | ||
| git clone https://github.com/mrv777/Bitaxe-Hashrate-Benchmark.git | ||
| cd Bitaxe-Hashrate-Benchmark | ||
| ``` | ||
|
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||
| 2. Create and activate a virtual environment: | ||
| ```bash | ||
| python -m venv venv | ||
| # On Windows | ||
| venv\Scripts\activate | ||
| # On Linux/Mac | ||
| source venv/bin/activate | ||
| ``` | ||
|
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||
| 3. Install dependencies: | ||
| ```bash | ||
| pip install -r requirements.txt | ||
| ``` | ||
|
|
||
| ### Docker Installation | ||
|
|
||
| 1. Build the Docker image: | ||
| ```bash | ||
| docker build -t bitaxe-benchmark . | ||
| ``` | ||
|
|
||
| ## Usage | ||
|
|
||
| ### Standard Usage | ||
|
|
||
| Run the benchmark tool by providing your Bitaxe's IP address: | ||
|
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| ```bash | ||
| python bitaxe_hashrate_benchmark.py <bitaxe_ip> | ||
| ``` | ||
|
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| Optional parameters: | ||
| - `-v, --voltage`: Initial voltage in mV (default: 1150) | ||
| - `-f, --frequency`: Initial frequency in MHz (default: 500) | ||
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| Example: | ||
| ```bash | ||
| python bitaxe_hashrate_benchmark.py 192.168.2.29 -v 1175 -f 775 | ||
| ``` | ||
|
|
||
| ### Docker Usage (Optional) | ||
|
|
||
| Run the container with your Bitaxe's IP address: | ||
|
|
||
| ```bash | ||
| docker run --rm bitaxe-benchmark <bitaxe_ip> [options] | ||
| ``` | ||
|
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||
| Example: | ||
| ```bash | ||
| docker run --rm bitaxe-benchmark 192.168.2.26 -v 1200 -f 550 | ||
| ``` | ||
|
|
||
| ## Configuration | ||
|
|
||
| The script includes several configurable parameters: | ||
|
|
||
| - Maximum chip temperature: 66°C | ||
| - Maximum VR temperature: 86°C | ||
| - Maximum allowed voltage: 1400mV | ||
| - Minimum allowed voltage: 1000mV | ||
| - Maximum allowed frequency: 1200MHz | ||
| - Maximum power consumption: 40W | ||
| - Minimum allowed frequency: 400MHz | ||
| - Minimum input voltage: 4800mV | ||
| - Maximum input voltage: 5500mV | ||
| - Benchmark duration: 10 minutes | ||
| - Sample interval: 15 seconds | ||
| - **Minimum required samples: 7** (for valid data processing) | ||
| - Voltage increment: 20mV | ||
| - Frequency increment: 25MHz | ||
|
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||
| ## Output | ||
|
|
||
| The benchmark results are saved to `bitaxe_benchmark_results_<ip_address>.json`, containing: | ||
| - Complete test results for all combinations | ||
| - Top 5 performing configurations ranked by hashrate | ||
| - Top 5 most efficient configurations ranked by J/TH | ||
| - For each configuration: | ||
| - Average hashrate (with outlier removal) | ||
| - Temperature readings (excluding initial warmup period) | ||
| - VR temperature readings (when available) | ||
| - Power efficiency metrics (J/TH) | ||
| - Input voltage measurements | ||
| - Voltage/frequency combinations tested | ||
|
|
||
| ## Safety Features | ||
|
|
||
| - Automatic temperature monitoring with safety cutoff (66°C chip temp) | ||
| - Voltage regulator (VR) temperature monitoring with safety cutoff (86°C) | ||
| - Input voltage monitoring with minimum threshold (4800mV) and maximum threshold (5500mV) | ||
| - Power consumption monitoring with safety cutoff (40W) | ||
| - Temperature validation (must be above 5°C) | ||
| - Graceful shutdown on interruption (Ctrl+C) | ||
| - Automatic reset to best performing settings after benchmarking | ||
| - Input validation for safe voltage and frequency ranges | ||
| - Hashrate validation to ensure stability | ||
| - Protection against invalid system data | ||
| - Outlier removal from benchmark results | ||
|
|
||
| ## Benchmarking Process | ||
| * Automated benchmarking of different voltage/frequency combinations | ||
| * **Direct setting of specific voltage and frequency from command line** | ||
| * Temperature monitoring and safety cutoffs | ||
| * **Power consumption monitoring and reporting (Watts)** | ||
| * **Fan speed monitoring and reporting (RPM/Percentage)** | ||
| * Power efficiency calculations (J/TH) | ||
| * Automatic saving of benchmark results | ||
| * Graceful shutdown with best settings retention | ||
| * Docker support for easy deployment | ||
|
|
||
| ## **Prerequisites** | ||
|
|
||
| * Python 3.11 or higher | ||
| * Access to a Bitaxe miner on your network | ||
| * Docker (optional, for containerized deployment) | ||
| * Git (optional, for cloning the repository) | ||
|
|
||
| ## **Installation** | ||
|
|
||
| ### **Standard Installation** | ||
|
|
||
| 1. Clone the repository: | ||
| git clone https://github.com/mrv777/Bitaxe-Hashrate-Benchmark.git | ||
| cd Bitaxe-Hashrate-Benchmark | ||
|
|
||
| 2. Create and activate a virtual environment: | ||
| python \-m venv venv | ||
| \# On Windows | ||
| venv\\Scripts\\activate | ||
| \# On Linux/Mac | ||
| source venv/bin/activate | ||
|
|
||
| 3. Install dependencies: | ||
| pip install \-r requirements.txt | ||
|
|
||
| ### **Docker Installation** | ||
|
|
||
| 1. Build the Docker image: | ||
| docker build \-t bitaxe-benchmark . | ||
|
|
||
| ## **Usage** | ||
|
|
||
| ### **Standard Usage (Run Full Benchmark)** | ||
|
|
||
| Run the benchmark tool by providing your Bitaxe's IP address and initial settings: | ||
| python bitaxe\_hasrate\_benchmark.py \<bitaxe\_ip\> \-v \<initial\_voltage\> \-f \<initial\_frequency\> | ||
|
|
||
| **Arguments:** | ||
|
|
||
| * \<bitaxe\_ip\>: **Required.** IP address of your Bitaxe miner (e.g., 192.168.2.26). | ||
| * \-v, \--voltage: **Optional.** Initial voltage in mV for testing (default: 1150). | ||
| * \-f, \--frequency: **Optional.** Initial frequency in MHz for testing (default: 500). | ||
|
|
||
| **Example:** | ||
| python bitaxe\_hasrate\_benchmark.py 192.168.1.136 \-v 1150 \-f 500 | ||
|
|
||
| ### **Apply Specific Settings (Without Benchmarking)** | ||
|
|
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| To quickly apply specific voltage and frequency settings to your Bitaxe without running the full benchmark: | ||
| python bitaxe\_hasrate\_benchmark.py \<bitaxe\_ip\> \--set-values \-v \<desired\_voltage\_mv\> \-f \<desired\_frequency\_mhz\> | ||
|
|
||
| **Arguments:** | ||
|
|
||
| * \<bitaxe\_ip\>: **Required.** IP address of your Bitaxe miner. | ||
| * \-s, \--set-values: **Flag.** Activates this mode to only set values and exit. | ||
| * \-v, \--voltage: **Required.** The exact voltage in mV to apply. | ||
| * \-f, \--frequency: **Required.** The exact frequency in MHz to apply. | ||
|
|
||
| **Example:** | ||
| python bitaxe\_hasrate\_benchmark.py 192.168.1.136 \--set-values \-v 1150 \-f 780 | ||
|
|
||
| ### **Docker Usage (Optional)** | ||
|
|
||
| Run the container with your Bitaxe's IP address (add \--set-values for that mode): | ||
| docker run \--rm bitaxe-benchmark \<bitaxe\_ip\> \[options\] | ||
|
|
||
| Example (Full Benchmark): | ||
| docker run \--rm bitaxe-benchmark 192.168.2.26 \-v 1200 \-f 550 | ||
|
|
||
| Example (Set Settings Only): | ||
| docker run \--rm bitaxe-benchmark 192.168.2.26 \--set-values \-v 1150 \-f 780 | ||
|
|
||
| ## **Configuration** | ||
|
|
||
| The script includes several configurable parameters. These can be adjusted in the bitaxe\_hasrate\_benchmark.py file: | ||
|
|
||
| * Maximum chip temperature: 66°C | ||
| * Maximum VR temperature: 86°C | ||
| * Maximum allowed voltage: 1400mV | ||
| * Minimum allowed voltage: 1000mV | ||
| * Maximum allowed frequency: 1200MHz | ||
| * Maximum power consumption: 30W | ||
| * Minimum allowed frequency: 400MHz | ||
| * Minimum input voltage: 4800mV | ||
| * Maximum input voltage: 5500mV | ||
| * Benchmark duration: 600 seconds (10 minutes per combination) | ||
| * Sample interval: 15 seconds | ||
| * Minimum required samples: 7 (for valid data processing) | ||
| * Voltage increment: 15mV | ||
| * Frequency increment: 20MHz | ||
| * **ASIC Configuration:** asic\_count is hardcoded to 1 as it's not always provided by the API. small\_core\_count is fetched from the Bitaxe. | ||
|
|
||
| ## **Output** | ||
|
|
||
| The benchmark results are saved to bitaxe\_benchmark\_results\_\<ip\_address\>.json, containing: | ||
|
|
||
| * Complete test results for all combinations | ||
| * Top 5 performing configurations ranked by hashrate | ||
| * Top 5 most efficient configurations ranked by J/TH | ||
| * For each configuration: | ||
| * Average hashrate (with outlier removal) | ||
| * Temperature readings (excluding initial warmup period) | ||
| * VR temperature readings (when available) | ||
| * Power efficiency metrics (J/TH) | ||
| * **Average Power (Watts)** | ||
| * **Average Fan Speed (Percentage or RPM, if available from API)** | ||
| * Input voltage measurements | ||
| * Voltage/frequency combinations tested | ||
| * Error reason (if any) for a specific iteration | ||
|
|
||
| ## **Safety Features** | ||
|
|
||
| * Automatic temperature monitoring with safety cutoff (66°C chip temp) | ||
| * Voltage regulator (VR) temperature monitoring with safety cutoff (86°C) | ||
| * Input voltage monitoring with minimum threshold (4800mV) and maximum threshold (5500mV) | ||
| * Power consumption monitoring with safety cutoff (30W) | ||
| * Temperature validation (must be above 5°C) | ||
| * Graceful shutdown on interruption (Ctrl+C) | ||
| * Automatic reset to best performing settings after benchmarking | ||
| * Input validation for safe voltage and frequency ranges | ||
| * Hashrate validation to ensure stability | ||
| * Protection against invalid system data | ||
| * Outlier removal from benchmark results | ||
|
|
||
| ## **Benchmarking Process** | ||
|
|
||
| The tool follows this process: | ||
| 1. Starts with user-specified or default voltage/frequency | ||
| 2. Tests each combination for 20 minutes | ||
| 3. Validates hashrate is within 8% of theoretical maximum | ||
| 4. Incrementally adjusts settings: | ||
| - Increases frequency if stable | ||
| - Increases voltage if unstable | ||
| - Stops at thermal or stability limits | ||
| 5. Records and ranks all successful configurations | ||
| 6. Automatically applies the best performing stable settings | ||
| 7. Restarts system after each test for stability | ||
|
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| 1. Starts with user-specified or default voltage/frequency | ||
| 2. Tests each combination for 10 minutes | ||
| 3. Validates hashrate is within 8% of theoretical maximum | ||
| 4. Incrementally adjusts settings: | ||
| * Increases frequency if stable | ||
|
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Inconsistent hashrate-validation thresholds (8 % vs 6 %) Section “Benchmarking Process” states the tool validates hashrate within 8 % of the theoretical maximum (l. 167), whereas “Data Processing” lists a 6 % threshold (l. 183). -3. Validates hashrate is within 8% of theoretical maximum
+3. Validates hashrate is within 6% of theoretical maximum Alternatively, change the “Data Processing” bullet to 8 %; just make them match. Also applies to: 181-184 🤖 Prompt for AI Agents |
||
| * Increases voltage if unstable | ||
| * Stops at thermal or stability limits | ||
| 5. Records and ranks all successful configurations | ||
| 6. Automatically applies the best performing stable settings | ||
| 7. Restarts system after each test for stability | ||
| 8. Allows 90-second stabilization period between tests | ||
|
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| ## Data Processing | ||
| ## **Data Processing** | ||
|
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| The tool implements several data processing techniques to ensure accurate results: | ||
| - Removes 3 highest and 3 lowest hashrate readings to eliminate outliers | ||
| - Excludes first 6 temperature readings during warmup period | ||
| - Validates hashrate is within 6% of theoretical maximum | ||
| - Averages power consumption across entire test period | ||
| - Monitors VR temperature when available | ||
| - Calculates efficiency in Joules per Terahash (J/TH) | ||
|
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| ## Contributing | ||
| * Removes 3 highest and 3 lowest hashrate readings to eliminate outliers | ||
| * Excludes first 6 temperature readings during warmup period | ||
| * Validates hashrate is within 6% of theoretical maximum | ||
| * Averages power consumption across entire test period | ||
| * Monitors VR temperature when available | ||
| * Calculates efficiency in Joules per Terahash (J/TH) | ||
| * **Averages fan speed across entire test period** | ||
|
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| ## **Contributing** | ||
|
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| Contributions are welcome! Please feel free to submit a Pull Request. | ||
| Contributions are welcome\! Please feel free to submit a Pull Request. | ||
|
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| ## License | ||
| ## **License** | ||
|
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| This project is licensed under the GNU General Public License v3.0 - see the [LICENSE](LICENSE) file for details. | ||
| This project is licensed under the GNU General Public License v3.0 \- see the [LICENSE](https://www.google.com/search?q=LICENSE) file for details. | ||
|
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| ## Disclaimer | ||
| ## **Disclaimer** | ||
|
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| Please use this tool responsibly. Overclocking and voltage modifications can potentially damage your hardware if not done carefully. Always ensure proper cooling and monitor your device during benchmarking. | ||
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