docs: document interrupt & HIL #1226
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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: 61.3 ms +- 1.2 ms
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fanout_to_subgraph_10x_sync: Mean +- std dev: 52.8 ms +- 0.7 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 77.1 ms +- 1.5 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 97.4 ms +- 1.4 ms
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fanout_to_subgraph_100x: Mean +- std dev: 616 ms +- 32 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 513 ms +- 11 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 759 ms +- 20 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 961 ms +- 23 ms
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react_agent_10x: Mean +- std dev: 31.9 ms +- 1.1 ms
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react_agent_10x_sync: Mean +- std dev: 24.0 ms +- 0.7 ms
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react_agent_10x_checkpoint: Mean +- std dev: 38.4 ms +- 1.0 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 37.3 ms +- 0.6 ms
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react_agent_100x: Mean +- std dev: 343 ms +- 6 ms
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react_agent_100x_sync: Mean +- std dev: 276 ms +- 4 ms
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react_agent_100x_checkpoint: Mean +- std dev: 862 ms +- 13 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 833 ms +- 11 ms
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wide_state_25x300: Mean +- std dev: 23.2 ms +- 0.4 ms
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wide_state_25x300_sync: Mean +- std dev: 14.8 ms +- 0.1 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 283 ms +- 13 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 274 ms +- 13 ms
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wide_state_15x600: Mean +- std dev: 26.9 ms +- 0.5 ms
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wide_state_15x600_sync: Mean +- std dev: 17.3 ms +- 0.2 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 486 ms +- 14 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 477 ms +- 17 ms
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wide_state_9x1200: Mean +- std dev: 26.8 ms +- 0.4 ms
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wide_state_9x1200_sync: Mean +- std dev: 17.2 ms +- 0.2 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 316 ms +- 13 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 306 ms +- 13 ms
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Comparison against main:
docs/docs/concepts/breakpoints.md#L1
+-----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+=========================================+=========+=======================+
| fanout_to_subgraph_100x | 689 ms | 616 ms: 1.12x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint | 829 ms | 759 ms: 1.09x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync | 890 ms | 833 ms: 1.07x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint | 297 ms | 283 ms: 1.05x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint | 332 ms | 316 ms: 1.05x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint | 509 ms | 486 ms: 1.05x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 900 ms | 862 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint_sync | 319 ms | 306 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint_sync | 285 ms | 274 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync | 529 ms | 513 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint_sync | 38.5 ms | 37.3 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 100 ms | 97.4 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 989 ms | 961 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint_sync | 490 ms | 477 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600 | 27.6 ms | 26.9 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_sync | 282 ms | 276 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync | 17.6 ms | 17.2 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_sync | 17.6 ms | 17.3 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200 | 27.4 ms | 26.8 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x | 349 ms | 343 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_sync | 15.1 ms | 14.8 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint | 39.0 ms | 38.4 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x | 62.0 ms | 61.3 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300 | 23.4 ms | 23.2 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint | 76.3 ms | 77.1 ms: 1.01x slower |
+---------------------------------------
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