docs: document interrupt & HIL #1206
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benchmark
ubuntu-latest pipelines will use ubuntu-24.04 soon. For more details, see https://github.com/actions/runner-images/issues/10636
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Benchmark results:
docs/docs/concepts/breakpoints.md#L1
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fanout_to_subgraph_10x: Mean +- std dev: 62.6 ms +- 1.3 ms
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fanout_to_subgraph_10x_sync: Mean +- std dev: 52.7 ms +- 1.2 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 95.5 ms +- 8.8 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 97.0 ms +- 1.5 ms
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fanout_to_subgraph_100x: Mean +- std dev: 642 ms +- 25 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 516 ms +- 8 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 1.01 sec +- 0.04 sec
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 963 ms +- 19 ms
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react_agent_10x: Mean +- std dev: 31.2 ms +- 0.7 ms
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react_agent_10x_sync: Mean +- std dev: 23.0 ms +- 0.3 ms
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react_agent_10x_checkpoint: Mean +- std dev: 47.8 ms +- 1.0 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 37.5 ms +- 0.4 ms
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react_agent_100x: Mean +- std dev: 350 ms +- 7 ms
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react_agent_100x_sync: Mean +- std dev: 277 ms +- 3 ms
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react_agent_100x_checkpoint: Mean +- std dev: 939 ms +- 13 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 833 ms +- 8 ms
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wide_state_25x300: Mean +- std dev: 24.0 ms +- 0.5 ms
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wide_state_25x300_sync: Mean +- std dev: 15.0 ms +- 0.2 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 288 ms +- 15 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 274 ms +- 14 ms
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wide_state_15x600: Mean +- std dev: 27.9 ms +- 0.5 ms
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wide_state_15x600_sync: Mean +- std dev: 17.5 ms +- 0.2 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 492 ms +- 17 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 475 ms +- 15 ms
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wide_state_9x1200: Mean +- std dev: 27.9 ms +- 0.5 ms
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wide_state_9x1200_sync: Mean +- std dev: 17.4 ms +- 0.3 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 322 ms +- 15 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 307 ms +- 13 ms
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Comparison against main:
docs/docs/concepts/breakpoints.md#L1
+-----------------------------------------+---------+------------------------+
| Benchmark | main | changes |
+=========================================+=========+========================+
| react_agent_10x_sync | 22.8 ms | 23.0 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x | 62.1 ms | 62.6 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x | 31.0 ms | 31.2 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300_sync | 14.9 ms | 15.0 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600_checkpoint_sync | 471 ms | 475 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_9x1200_sync | 17.3 ms | 17.4 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x_sync | 275 ms | 277 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x_checkpoint | 930 ms | 939 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x | 346 ms | 350 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x_sync | 52.1 ms | 52.7 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x_sync | 510 ms | 516 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300 | 23.7 ms | 24.0 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600_sync | 17.3 ms | 17.5 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600 | 27.5 ms | 27.9 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_9x1200 | 27.5 ms | 27.9 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600_checkpoint | 485 ms | 492 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 944 ms | 963 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x | 628 ms | 642 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x_checkpoint_sync | 36.6 ms | 37.5 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x_checkpoint | 46.6 ms | 47.8 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 94.4 ms | 97.0 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x_checkpoint | 952 ms | 1.01 sec: 1.06x slower |
+-----------------------------------------+---------+------------------------+
| Geometric mean | (ref) | 1.01x slower |
+-----------------------------------------+---------+------------------------+
Benchmark hidden because not significant (6): react_agent_100x_checkpoint_sync, wide_state_9x1200_checkpoint_sync, wide_state_25x300_checkpoint_sync, wide_state_25x300_checkpoint, wide_state_9x1200_checkpoint, fanout_to_subg
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