Add return_direct support #143
Triggered via pull request
September 20, 2024 17:26
hinthornw
Status
Success
Total duration
44m 53s
Artifacts
–
Annotations
1 warning and 2 notices
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benchmark
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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Benchmark results:
libs/langgraph/langgraph/prebuilt/chat_agent_executor.py#L1
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fanout_to_subgraph_10x: Mean +- std dev: 58.9 ms +- 0.9 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (7.13 ms) is 12% of the mean (57.3 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: 57.3 ms +- 7.1 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 77.1 ms +- 1.1 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 81.3 ms +- 0.8 ms
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fanout_to_subgraph_100x: Mean +- std dev: 544 ms +- 6 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 497 ms +- 5 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 747 ms +- 22 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 778 ms +- 7 ms
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react_agent_10x: Mean +- std dev: 38.9 ms +- 0.8 ms
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react_agent_10x_sync: Mean +- std dev: 29.5 ms +- 0.2 ms
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react_agent_10x_checkpoint: Mean +- std dev: 52.4 ms +- 1.4 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 42.4 ms +- 3.2 ms
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react_agent_100x: Mean +- std dev: 412 ms +- 7 ms
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react_agent_100x_sync: Mean +- std dev: 340 ms +- 12 ms
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react_agent_100x_checkpoint: Mean +- std dev: 944 ms +- 22 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 835 ms +- 17 ms
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wide_state_25x300: Mean +- std dev: 20.4 ms +- 0.3 ms
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wide_state_25x300_sync: Mean +- std dev: 12.7 ms +- 0.3 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 236 ms +- 6 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 230 ms +- 7 ms
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wide_state_15x600: Mean +- std dev: 23.5 ms +- 0.4 ms
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wide_state_15x600_sync: Mean +- std dev: 14.6 ms +- 0.2 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 423 ms +- 23 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 409 ms +- 12 ms
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wide_state_9x1200: Mean +- std dev: 23.7 ms +- 0.4 ms
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wide_state_9x1200_sync: Mean +- std dev: 14.7 ms +- 0.2 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 267 ms +- 8 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 258 ms +- 8 ms
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Comparison against main:
libs/langgraph/langgraph/prebuilt/chat_agent_executor.py#L1
+-----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+=========================================+=========+=======================+
| fanout_to_subgraph_100x_checkpoint | 806 ms | 747 ms: 1.08x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x | 566 ms | 544 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint_sync | 43.4 ms | 42.4 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 791 ms | 778 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x | 39.5 ms | 38.9 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync | 503 ms | 497 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint | 239 ms | 236 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 82.1 ms | 81.3 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200 | 23.9 ms | 23.7 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x | 417 ms | 412 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600 | 23.7 ms | 23.5 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint | 77.8 ms | 77.1 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint | 52.8 ms | 52.4 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_sync | 29.7 ms | 29.5 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x | 59.3 ms | 58.9 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300 | 20.5 ms | 20.4 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint | 417 ms | 423 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 931 ms | 944 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync | 823 ms | 835 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| Geometric mean | (ref) | 1.01x faster |
+-----------------------------------------+---------+-----------------------+
Benchmark hidden because not significant (9): react_agent_100x_sync, fanout_to_subgraph_10x_sync, wide_state_9x1200_checkpoint_sync, wide_state_15x600_sync, wide_state_9x1200_sync, wide_state_9x1200_checkpoint, wide_state_25x300_sync, wide_state_15x600_checkpoint_sync, wide_state_25x300_checkpoint_sync
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