[None][perf] Skip transceiver tp_allgather when no sessions ever opened

[Shixiaowei02]

@coderabbitai summary

Description

V4-Pro 8k/1k MTP3 disagg (ctx1 TP=4 + gen4 TP=8), concurrency=4/server (total 16), 128 prompts × 8 rounds, gb300:

Metric	Before	After	Δ
output_throughput (tok/s)	600.1	626.5	+4.41%
user_throughput (tok/s)	45.87	47.38	+3.28%
mean_tpot_ms	6.373	6.126	−3.87%
mean_ttft_ms	16491	16300	−1.16%
mean_itl_ms	1434.9	1416.4	−1.29%
mean_e2el_ms	22354	21932	−1.89%
avg_decoded_tokens_per_iter	2.654	2.676	+0.83%
duration (s)	196.2	188.0	−4.22%

GPU compute is unchanged . The full 4.4% e2e throughput win comes from eliminating one tp_allgather per decode iter on the GEN worker, which had previously synced all 8 TP ranks every iter against an empty consensus list.

Test Coverage

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[Shixiaowei02]

/bot run --add-multi-gpu-test --disable-fail-fast

[tensorrt-cicd]

PR_Github #47973 [ run ] triggered by Bot. Commit: 70162aa Link to invocation