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perf: optimize ltx2 parallelism and implement granular tpu profiling #3077

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perf: optimize ltx2 parallelism and implement granular tpu profiling

perf: optimize ltx2 parallelism and implement granular tpu profiling #3077

Run time

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Job Run time
CPU tests (ubuntu-latest, 3.12)
1m 14s
1m 14s