Production
Staging
Token Throughput
8,452
tok/sec
API Latency (p99)
42ms
Optimized via TensorRT
Active GPU Nodes
16 / 20
H100 Allocation80%
Monthly Est. Cost
$4.2K
Next billing: Jun 30, 2026

Cluster Health (Region: AP-South-1)

GPU VRAM Utilization82%
Compute Load65%
RDMA Network I/O45%

Live Inference Traffic (Requests/sec)

Streaming

System Activity Log

Just now
Model Llama-3-70b-Instruct scaled up to 4 replicas due to high traffic.
45 mins ago
Fine-tuning job Vision-ResNet-Custom-v2 reached Epoch 12. Loss decreased to 0.0421.
2 hours ago
Admin 'Enterprise Demo' generated a new API key with Read-Only scope.
Deployment Name Architecture Status Base URL Actions
Prod-LLM-Primary
4x H100 PCIe (320GB VRAM)
Llama-3-70b-Instruct
AWQ 4-bit Quantized
Online https://api.a3gate.in/v1/enterprise-prod-llm
Vision-QA-Line1
2x H100 PCIe (160GB VRAM)
YOLOv9 Custom
TensorRT Engine
Online ws://stream.a3gate.in/vision-qa-1
RAG-Support-Bot
Serverless (Autoscaling)
Mistral-8x7b + Pinecone
Vector Search Pipeline
Online https://api.a3gate.in/v1/rag-query

Active Jobs

Vision-ResNet-Custom-v2

Dataset: factory_defects_q3.csv (45,000 images)

Training
Epoch 12 / 1584%
Current Loss
0.0421
Learning Rate
2e-5
Compute
8x H100
ETA
2h 15m

Job History

Job ID Base Model Status Final Metric Actions
ft-98234ab Llama-3-8B-Base (LoRA) Completed Eval Loss: 0.892
ft-11029xc Mistral-7B-Instruct Failed OOM: CUDA out of memory
Name / Scope Secret Key Created Last Used Actions
Production Web App
Admin Access
sk_live_a3g******************92x
Copied!
Oct 12, 2025 2 mins ago
Staging Environment
Read-Only
sk_test_a3g******************44b
Copied!
Dec 05, 2025 1 hour ago
Current Month (June 2026)
$4,250.00
Monthly Budget ($5,000)85%

Cost Breakdown

Dedicated GPU Cluster $3,800.00
Fine-Tuning Compute $300.00
API Token Overage $150.00

Recent Invoices

May 2026 $3,950.00 Paid Download PDF
Apr 2026 $4,100.00 Paid Download PDF
Mar 2026 $3,800.00 Paid Download PDF