Workloads

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Active Workloads

Monitor running models and application resource usage.

Total Active Workloads

Currently observed in cluster

Accelerators Allocated

189

Currently consumed by workloads

Active Zombie Workloads

Allocated but utilized < 10%

Productive Compute vs. Idle Time (30-Day Trend)

The Zombie Hunter

(Optimization Targets | No Action Needed)

Target	Workload Name	Idle Hours
@sandra.nelson	toxicity-classifier-retrain	561 Idle Hrs
@sandra.nelson	cosmos-traffic-prediction-models	422 Idle Hrs
@robert.taylor	toxicity-classifier-retrain	275 Idle Hrs
@richard.jackson	protein-binding-affinity	268 Idle Hrs
@susan.white	cosmos-traffic-prediction-models	213 Idle Hrs

Model Directory

All registered models and pipelines

Workload	Owner	Provider / GPU	Utilization	VRAM	Uptime
Rosetta Structural AnalysisGoogle • 8x TPU v5p	Margaret Green	8x TPU v5pGoogle	53%	50%	0d 5h
AlphaFold V3 Candidate ScreenNVIDIA • 1x A100	Elizabeth Thomas	1x A100NVIDIA	11%	12%	9d 21h
Cosmos DB Query EstimatorGoogle • 8x TPU v5p	Mark Adams	8x TPU v5pGoogle	17%	19%	2d 3h
Robotics Pathing SimulationTenstorrent • 4x Wormhole	Richard Jackson	4x WormholeTenstorrent	17%	17%	0d 10h
Reinforcement Learning Grasp ControlsNVIDIA • 8x H100	Sarah Jenkins	8x H100NVIDIA	92%	90%	6d 22h
Reinforcement Learning Grasp ControlsNVIDIA • 1x H100	Betty Hill	1x H100NVIDIA	8%	15%	3d 17h
Toxicity Classifier RetrainTenstorrent • 1x Wormhole	Richard Jackson	1x WormholeTenstorrent	18%	21%	13d 21h
Cosmos Traffic Prediction ModelsNVIDIA • 1x H100	Matthew Nguyen	1x H100NVIDIA	35%	34%	5d 16h
AlphaFold V3 Candidate ScreenTenstorrent • 1x Wormhole	Mark Adams	1x WormholeTenstorrent	38%	42%	0d 19h
Rosetta Structural AnalysisNVIDIA • 1x H100	Emily Patel	1x H100NVIDIA	92%	87%	9d 14h
Protein Binding AffinityNVIDIA • 8x A100	Richard Jackson	8x A100NVIDIA	7%	9%	1d 12h
Rosetta Structural AnalysisGoogle • 1x TPU v5p	Susan White	1x TPU v5pGoogle	17%	21%	7d 12h
AlphaFold V3 Candidate ScreenTenstorrent • 8x Wormhole	Sarah Jenkins	8x WormholeTenstorrent	22%	25%	13d 0h
Hate Speech Filter BatchGoogle • 4x TPU v5p	Christopher King	4x TPU v5pGoogle	76%	77%	5d 0h
Embodied Robotics Vision NetNVIDIA • 4x H100	William Anderson	4x H100NVIDIA	11%	17%	6d 18h
AlphaFold V3 Candidate ScreenGoogle • 1x TPU v4	Anthony Flores	1x TPU v4Google	97%	94%	12d 20h
Robotics Pathing SimulationTenstorrent • 4x Wormhole	Ashley Hall	4x WormholeTenstorrent	24%	24%	8d 21h
Robotics Pathing SimulationTenstorrent • 8x Wormhole	Margaret Green	8x WormholeTenstorrent	97%	92%	8d 11h
Robotics Pathing SimulationAMD • 4x MI300X	Jessica Martin	4x MI300XAMD	92%	92%	2d 1h
Reinforcement Learning Grasp ControlsTenstorrent • 8x Wormhole	Charles Young	8x WormholeTenstorrent	33%	30%	5d 12h
Toxicity Classifier RetrainNVIDIA • 1x H100	Robert Taylor	1x H100NVIDIA	0%	8%	11d 11h
Cosmos Traffic Prediction ModelsNVIDIA • 8x A100	Lisa Torres	8x A100NVIDIA	43%	39%	13d 12h
Protein Binding AffinityTenstorrent • 1x Wormhole	Sarah Jenkins	1x WormholeTenstorrent	32%	37%	10d 10h
Reinforcement Learning Grasp ControlsNVIDIA • 8x A100	Christopher King	8x A100NVIDIA	52%	54%	3d 23h
Cosmos Traffic Prediction ModelsNVIDIA • 4x H100	Mark Adams	4x H100NVIDIA	85%	83%	6d 4h
Hate Speech Filter BatchGoogle • 4x TPU v5p	Susan White	4x TPU v5pGoogle	61%	57%	9d 3h
Protein Binding AffinityGoogle • 1x TPU v5p	Thomas Thompson	1x TPU v5pGoogle	83%	78%	9d 21h
Robotics Pathing SimulationGoogle • 1x TPU v5p	William Anderson	1x TPU v5pGoogle	88%	87%	13d 11h
Rosetta Structural AnalysisNVIDIA • 8x H100	Steven Baker	8x H100NVIDIA	31%	36%	2d 22h
Robotics Pathing SimulationGoogle • 4x TPU v5p	Karen Allen	4x TPU v5pGoogle	13%	18%	1d 22h
Toxicity Classifier RetrainGoogle • 8x TPU v5p	Sandra Nelson	8x TPU v5pGoogle	4%	7%	3d 1h
Embodied Robotics Vision NetGoogle • 4x TPU v4	Margaret Green	4x TPU v4Google	91%	87%	13d 15h
Cosmos Traffic Prediction ModelsAMD • 8x MI300X	Sandra Nelson	8x MI300XAMD	4%	5%	2d 7h
Cosmos Traffic Prediction ModelsNVIDIA • 8x H100	David Rodriguez	8x H100NVIDIA	97%	95%	9d 1h
Embodied Robotics Vision NetGoogle • 4x TPU v5p	Thomas Thompson	4x TPU v5pGoogle	45%	50%	1d 1h
Robotics Pathing SimulationNVIDIA • 1x A100	Elizabeth Thomas	1x A100NVIDIA	88%	84%	0d 8h
Robotics Pathing SimulationTenstorrent • 1x Wormhole	Emily Patel	1x WormholeTenstorrent	32%	37%	9d 13h
Cosmos Traffic Prediction ModelsNVIDIA • 1x H100	Susan White	1x H100NVIDIA	6%	7%	9d 11h
AlphaFold V3 Candidate ScreenNVIDIA • 8x A100	Margaret Green	8x A100NVIDIA	87%	84%	0d 0h
Rosetta Structural AnalysisNVIDIA • 1x H100	Christopher King	1x H100NVIDIA	34%	39%	6d 2h
Toxicity Classifier RetrainNVIDIA • 8x A100	Richard Jackson	8x A100NVIDIA	47%	45%	4d 11h
Cosmos Traffic Prediction ModelsNVIDIA • 4x H100	Ashley Hall	4x H100NVIDIA	51%	49%	1d 12h
Toxicity Classifier RetrainGoogle • 1x TPU v4	Ashley Hall	1x TPU v4Google	76%	72%	3d 22h
Embodied Robotics Vision NetNVIDIA • 4x A100	Betty Hill	4x A100NVIDIA	80%	80%	4d 20h
Protein Binding AffinityNVIDIA • 4x A100	Nancy Wright	4x A100NVIDIA	12%	14%	5d 12h