data/energy-report-llm-inference-2.json

{
	"header": {
		"reportId":"3adf12f2-31a3-454a-a9d7-6e1710a412f2",
		"reportDatetime":"2024-09-26T10:47:04",
		"reportStatus":"final",
		"publisher": {
			"name":"SopraSteriaGroup",
			"division":"sustAIn",
			"projectName":"GA2I",
			"confidentialityLevel":"public"
			}
		},
	"task": {
		"taskFamily":"question answering",
		"taskStage":"inference",
		"algorithms": [
			{
			"algorithmType":"llm",
			"foundationModelName":"llama2-13b",
			"parametersNumber":13.0,
			"framework":"vllm",
			"quantization":"q16"
			}
		],
		"dataset": [
			{
			"dataUsage":"input",
			"dataType":"token",
			"dataQuantity":3225,
			"source":"private",
			"owner":"SSG"
			},
			{
			"dataUsage":"output",
			"dataType":"token",
			"dataQuantity":12170,
			"source":"private",
			"owner":"SSG"
			}
		]
		},
	"measures": [
		{
		"measurementMethod":"codecarbon",
		"version":"2.5.0",
		"cpuTrackingMode":"machine",
		"gpuTrackingMode":"machine",
		"powerConsumption":0.0004894143530043,
		"measurementDuration":3.4514710903167725,
		"measurementDateTime":"2024-09-26T10:47:04"
		}
	],
	"system": {
		"os":"Linux-5.15.0-116-generic-x86_64-with-glibc2.35"
		},
	"software": {
		"language":"python",
		"version":"3.10.12"
		},
	"infrastructure": {
		"infraType":"privateCloud",
		"cloudProvider":"OVH-v100s",
		"components": [
			{
			"componentName":"Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz",
			"componentType":"cpu",
			"nbComponent":30
			},
			{
			"componentName":"2 x Tesla V100S-PCIE-32GB",
			"componentType":"gpu",
			"nbComponent":2
			},
			{
			"componentName":"RAM",
			"componentType":"ram",
			"nbComponent":1,
			"memorySize":86
			}
		]
		},
	"environment": {
		"country":"France",
		"latitude":48.8582,
		"longitude":2.3387
		},
	"quality":"high"
}