Add support for MIG and vGPUs in exporter #193
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* Exporter estimates a coefficient based on relative number of SMs in MIG profile and it can be used along with dcgm-exporter to estimate power consumption of MIG instance. * Similarly, for the vGPU, we keep track of number of active instances scheduled on either a physical GPU or a MIG instance and estimate the coefficient which can be used to estimate power consumption of each vGPU * Support defining the GPU ordering for SLURM collector as the ordering can be undefined when a mix of MIG and full GPUs are used on compute node. * Split all GPU related functions into a separate file and add more unit tests * Modify mocked resources appropriately to test different scenarios in unit and e2e tests * Update docs and add a new section on power estimation on GPUs when MIG and vGPUs are used on compute nodes. Signed-off-by: Mahendra Paipuri <[email protected]>
Signed-off-by: Mahendra Paipuri <[email protected]>
Signed-off-by: Mahendra Paipuri <[email protected]>
Signed-off-by: Mahendra Paipuri <[email protected]>
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Exporter estimates a coefficient based on relative number of SMs in MIG profile and it can be used along with dcgm-exporter to estimate power consumption of MIG instance.
Similarly, for the vGPU, we keep track of number of active instances scheduled on either a physical GPU or a MIG instance and estimate the coefficient which can be used to estimate power consumption of each vGPU
Support defining the GPU ordering for SLURM collector as the ordering can be undefined when a mix of MIG and full GPUs are used on compute node.
Split all GPU related functions into a separate file and add more unit tests
Modify mocked resources appropriately to test different scenarios in unit and e2e tests
Update docs and add a new section on power estimation on GPUs when MIG and vGPUs are used on compute nodes.
Closes #187