Detect multiple subgraphs in single node #164
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1 warning and 2 notices
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The following actions use a deprecated Node.js version and will be forced to run on node20: actions/cache@v3. For more info: https://github.blog/changelog/2024-03-07-github-actions-all-actions-will-run-on-node20-instead-of-node16-by-default/
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libs/langgraph/langgraph/constants.py#L1
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fanout_to_subgraph_10x: Mean +- std dev: 59.2 ms +- 1.3 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (6.14 ms) is 11% of the mean (56.2 ms)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_10x_sync: Mean +- std dev: 56.2 ms +- 6.1 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 76.1 ms +- 0.9 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 81.5 ms +- 0.8 ms
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fanout_to_subgraph_100x: Mean +- std dev: 546 ms +- 7 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 503 ms +- 5 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 751 ms +- 21 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 789 ms +- 7 ms
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react_agent_10x: Mean +- std dev: 41.6 ms +- 3.1 ms
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react_agent_10x_sync: Mean +- std dev: 29.9 ms +- 0.3 ms
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react_agent_10x_checkpoint: Mean +- std dev: 53.1 ms +- 1.3 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 42.8 ms +- 3.1 ms
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react_agent_100x: Mean +- std dev: 414 ms +- 7 ms
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react_agent_100x_sync: Mean +- std dev: 332 ms +- 3 ms
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react_agent_100x_checkpoint: Mean +- std dev: 924 ms +- 12 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 828 ms +- 13 ms
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wide_state_25x300: Mean +- std dev: 20.3 ms +- 0.3 ms
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wide_state_25x300_sync: Mean +- std dev: 12.8 ms +- 0.1 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 239 ms +- 8 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 237 ms +- 14 ms
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wide_state_15x600: Mean +- std dev: 23.6 ms +- 0.4 ms
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wide_state_15x600_sync: Mean +- std dev: 14.8 ms +- 0.3 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 418 ms +- 13 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 419 ms +- 17 ms
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wide_state_9x1200: Mean +- std dev: 23.6 ms +- 0.4 ms
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wide_state_9x1200_sync: Mean +- std dev: 14.9 ms +- 0.5 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 269 ms +- 8 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 268 ms +- 15 ms
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libs/langgraph/langgraph/constants.py#L1
+-----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+=========================================+=========+=======================+
| fanout_to_subgraph_10x_sync | 59.3 ms | 56.2 ms: 1.05x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint | 79.5 ms | 76.1 ms: 1.05x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_sync | 343 ms | 332 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 84.1 ms | 81.5 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200 | 24.1 ms | 23.6 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300 | 20.8 ms | 20.3 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600 | 24.1 ms | 23.6 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint | 767 ms | 751 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint | 426 ms | 418 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint | 274 ms | 269 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint | 243 ms | 239 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x | 554 ms | 546 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 801 ms | 789 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x | 419 ms | 414 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync | 508 ms | 503 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x | 59.8 ms | 59.2 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_sync | 14.9 ms | 14.8 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_sync | 12.8 ms | 12.8 ms: 1.00x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync | 14.7 ms | 14.9 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint_sync | 264 ms | 268 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint_sync | 234 ms | 237 ms: 1.02x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x | 39.6 ms | 41.6 ms: 1.05x slower |
+-----------------------------------------+---------+-----------------------+
| Geometric mean | (ref) | 1.01x faster |
+-----------------------------------------+---------+-----------------------+
Benchmark hidden because not significant (6): react_agent_10x_checkpoint_sync, react_agent_10x_checkpoint, react_agent_10x_sync, react_agent_100x_checkpoint, react_agent_100x_checkpoint_sync, wide_state_15x600_checkpoint_sync
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