TraceML @traceml_ai
Tracing and Optimizing ML workloads github.com/traceopt-ai/tr… Joined August 2025-
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TraceML: a lightweight tool for real-time PyTorch training memory visibility. View live in your terminal: ⚡ CPU, RAM, GPU usage ⚡ Layer-level allocations ⚡ Activation & gradient memory ⚡ Total forward/backward estimates github.com/traceopt-ai/tr… #PyTorch #DeepLearning #MLOps
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🔥 My PyTorch training was slower, so I built a tiny CLI profiler to spot bottlenecks. It shows live: CPU, GPU util + mem, RAM, activation mem, gradient mem. github.com/traceopt-ai/tr… Focus: answer “why is my training slow?” Would love feedback: what to improve or add next?
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