habana-pyhlml 1.15.1.15

Python3 wrapper for the HLML library.

pyhlml

Python3 wrapper for the HLML library

Getting Started

The pyhlml library is an python API wrapper for the Synapse HLML library, documented here: https://docs.habana.ai/en/latest/API_Reference_Guides/HLML_API_Reference.html

Requirements

• Python3
• Habana-enabled device ( inc. Drivers/Firmware )
• Synapse version 1.0.1-81 or later

Install - PIP

$ pip3 install -e git+https://github.com/HabanaAI/pyhlml.git#egg=pyhlml

Basic Usage

import pyhlml

# Initialize the library
pyhlml.hlmlInit()

# Get total number of devices in the system
device_count = pyhlml.hlmlDeviceGetCount()

# For each device print utilization
for i in range(device_count):
    device = pyhlml.hlmlDeviceGetHandleByIndex(i)
    print(f"Device {i} Utilization: {pyhlml.hlmlDeviceGetUtilizationRates(device)}

# Shutdown
pyhlml.hlmlShutdown()

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Versions

This wrapper shadows the synapse release versions and uses the scheme

$release-$build

where release is the synapse release and build is the build of this repo ( 0 indexed ).