UNLINKED TELEMETRY TERMINALv2.0 LIVE BENCHMARK
Live Backend Telemetry & Pipeline Inspector
Real-time multi-source data ingestion, 10-epoch LSTM training visualizer, latency benchmarks & loss curves.
News Fetch Latency
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4 Parallel Sources
LSTM Train Latency
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10 Epochs / Focal Loss
Inference Latency
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CPU Execution
Total End-to-End
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Full Execution Time
Focal Loss Value
0.0694
Binary Focal Loss (γ=2)
Live Pipeline Execution Flow
1Data Ingestion
Alpha Vantage API
Real-time Sentiment
Google News RSS
Keyword Search Stream
Yahoo Finance
Ticker Real-time Feed
NewsAPI Endpoint
Global Archive
yfinance OHLCV
Price History Data
2Feature Scaling
Lookback Window
5 Consecutive Days
Feature Matrix (16 Cols)
RSI, MACD, MA20, Volatility, Sentiment, Event...
MinMaxScaler Range
[0.0, 1.0] Feature Scaled
3LSTM Training
Epoch Progress0/10
Architecture:LSTM(64) → Dense(32)
Loss Function:Focal Loss (γ=2)
Optimizer:Adam (lr=0.005)
4Inference Output
Awaiting pipeline execution...
Live Backend Execution Log Stream
Auto-Scrolling ConsoleClick "⚡ Run Live Pipeline Benchmark" to start live telemetry logging...