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@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+seed_algorithms/matrix_results_Qwen3-0.6B/aime24_trace_new_api.jsonl filter=lfs diff=lfs merge=lfs -text
+seed_algorithms/matrix_results_Qwen3-1.7B/aime24_trace_new_api.jsonl filter=lfs diff=lfs merge=lfs -text
+seed_algorithms/matrix_results_Qwen3-4B/aime24_trace_new_api.jsonl filter=lfs diff=lfs merge=lfs -text
+seed_algorithms/matrix_results_Qwen3-8B/aime24_trace_new_api.jsonl filter=lfs diff=lfs merge=lfs -text

seed_algorithms/matrix_results_Qwen3-0.6B/aime24_raw_new_api.csv

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+Method,Acc,Cost,Std_Acc,Description,config,max_samples,window_size,trace_recorder,threshold,num_chains,K,T,eps_inter,eps_intra,prune_patience,warm_up,probe_burst,max_steps
+ESCMethod,18.33,251344,0,"esc | config={'max_samples': 16, 'window_size': 8}","{'max_samples': 16, 'window_size': 8}",16.0,8.0,<method.MethodTraceRecorder object at 0x7f996ba8b320>,,,,,,,,,,
+ASCMethod,20.2,449812,0,"asc | config={'max_samples': 32, 'threshold': 0.95}","{'max_samples': 32, 'threshold': 0.95}",32.0,,<method.MethodTraceRecorder object at 0x7f995faa5bb0>,0.95,,,,,,,,,
+ESCMethod,20.2,498741,0,"esc | config={'max_samples': 32, 'window_size': 8}","{'max_samples': 32, 'window_size': 8}",32.0,8.0,<method.MethodTraceRecorder object at 0x7f98984a8fb0>,,,,,,,,,,
+ASCMethod,10.83,15879,0,"asc | config={'max_samples': 1, 'threshold': 0.95}","{'max_samples': 1, 'threshold': 0.95}",1.0,,<method.MethodTraceRecorder object at 0x7f996561af00>,0.95,,,,,,,,,
+ASCMethod,21.4,805490,0,"asc | config={'max_samples': 64, 'threshold': 0.95}","{'max_samples': 64, 'threshold': 0.95}",64.0,,<method.MethodTraceRecorder object at 0x7f995f11d490>,0.95,,,,,,,,,
+ASCMethod,13.63,63178,0,"asc | config={'max_samples': 4, 'threshold': 0.95}","{'max_samples': 4, 'threshold': 0.95}",4.0,,<method.MethodTraceRecorder object at 0x7f98fd69f170>,0.95,,,,,,,,,
+Parallel_Probe,13.53,51483,0,"Parallel_Probe | config={'num_chains': 4, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 4, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f98938ff890>,,4.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,10.83,15738,0,"Parallel_Probe | config={'num_chains': 1, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 1, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9845e5d280>,,1.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+ASCMethod,16.2,124498,0,"asc | config={'max_samples': 8, 'threshold': 0.95}","{'max_samples': 8, 'threshold': 0.95}",8.0,,<method.MethodTraceRecorder object at 0x7f9878d2b890>,0.95,,,,,,,,,
+Parallel_Probe,16.17,100838,0,"Parallel_Probe | config={'num_chains': 8, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 8, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f98674f1610>,,8.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+ESCMethod,21.43,986723,0,"esc | config={'max_samples': 64, 'window_size': 8}","{'max_samples': 64, 'window_size': 8}",64.0,8.0,<method.MethodTraceRecorder object at 0x7f982b7989b0>,,,,,,,,,,
+ASCMethod,18.33,240359,0,"asc | config={'max_samples': 16, 'threshold': 0.95}","{'max_samples': 16, 'threshold': 0.95}",16.0,,<method.MethodTraceRecorder object at 0x7f97e09965d0>,0.95,,,,,,,,,
+Parallel_Probe,19.0,198498,0,"Parallel_Probe | config={'num_chains': 16, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 16, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a28518f80>,,16.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
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+Parallel_Probe,21.83,773781,0,"Parallel_Probe | config={'num_chains': 64, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 64, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f972b776f30>,,64.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0

seed_algorithms/matrix_results_Qwen3-0.6B/aime24_trace_new_api.jsonl

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seed_algorithms/matrix_results_Qwen3-1.7B/aime24_raw_new_api.csv

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+Method,Acc,Cost,Std_Acc,Description,config,max_samples,threshold,trace_recorder,window_size,num_chains,K,T,eps_inter,eps_intra,prune_patience,warm_up,probe_burst,max_steps
+ASCMethod,45.5,15926,0,"asc | config={'max_samples': 1, 'threshold': 0.95}","{'max_samples': 1, 'threshold': 0.95}",1.0,0.95,<method.MethodTraceRecorder object at 0x7f9a2851b4d0>,,,,,,,,,,
+ASCMethod,54.37,64073,0,"asc | config={'max_samples': 4, 'threshold': 0.95}","{'max_samples': 4, 'threshold': 0.95}",4.0,0.95,<method.MethodTraceRecorder object at 0x7f9a668b14f0>,,,,,,,,,,
+ESCMethod,66.37,246575,0,"esc | config={'max_samples': 16, 'window_size': 8}","{'max_samples': 16, 'window_size': 8}",16.0,,<method.MethodTraceRecorder object at 0x7f9ab0faf320>,8.0,,,,,,,,,
+ESCMethod,69.57,473819,0,"esc | config={'max_samples': 32, 'window_size': 8}","{'max_samples': 32, 'window_size': 8}",32.0,,<method.MethodTraceRecorder object at 0x7f9a72c77260>,8.0,,,,,,,,,
+ESCMethod,72.47,909205,0,"esc | config={'max_samples': 64, 'window_size': 8}","{'max_samples': 64, 'window_size': 8}",64.0,,<method.MethodTraceRecorder object at 0x7f9ab02636e0>,8.0,,,,,,,,,
+ASCMethod,62.23,118758,0,"asc | config={'max_samples': 8, 'threshold': 0.95}","{'max_samples': 8, 'threshold': 0.95}",8.0,0.95,<method.MethodTraceRecorder object at 0x7f9a8cfcfb90>,,,,,,,,,,
+Parallel_Probe,45.5,15887,0,"Parallel_Probe | config={'num_chains': 1, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 1, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a6a0bbce0>,,1.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+ASCMethod,66.37,206404,0,"asc | config={'max_samples': 16, 'threshold': 0.95}","{'max_samples': 16, 'threshold': 0.95}",16.0,0.95,<method.MethodTraceRecorder object at 0x7f9a51678380>,,,,,,,,,,
+ASCMethod,69.57,328307,0,"asc | config={'max_samples': 32, 'threshold': 0.95}","{'max_samples': 32, 'threshold': 0.95}",32.0,0.95,<method.MethodTraceRecorder object at 0x7f9a63608530>,,,,,,,,,,
+Parallel_Probe,51.73,51042,0,"Parallel_Probe | config={'num_chains': 4, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 4, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a3703c6e0>,,4.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,58.87,99219,0,"Parallel_Probe | config={'num_chains': 8, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 8, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a61c369c0>,,8.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+ASCMethod,72.33,482563,0,"asc | config={'max_samples': 64, 'threshold': 0.95}","{'max_samples': 64, 'threshold': 0.95}",64.0,0.95,<method.MethodTraceRecorder object at 0x7f99d4f99520>,,,,,,,,,,
+Parallel_Probe,62.13,192957,0,"Parallel_Probe | config={'num_chains': 16, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 16, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a220d5730>,,16.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,63.8,378972,0,"Parallel_Probe | config={'num_chains': 32, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 32, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a269d1d00>,,32.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,66.03,745425,0,"Parallel_Probe | config={'num_chains': 64, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 64, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f990ed3c890>,,64.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0

seed_algorithms/matrix_results_Qwen3-1.7B/aime24_trace_new_api.jsonl

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seed_algorithms/matrix_results_Qwen3-4B/aime24_raw_new_api.csv

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+Method,Acc,Cost,Std_Acc,Description,config,max_samples,threshold,trace_recorder,window_size,num_chains,K,T,eps_inter,eps_intra,prune_patience,warm_up,probe_burst,max_steps
+ASCMethod,72.23,13916,0,"asc | config={'max_samples': 1, 'threshold': 0.95}","{'max_samples': 1, 'threshold': 0.95}",1.0,0.95,<method.MethodTraceRecorder object at 0x7f98e2252690>,,,,,,,,,,
+ASCMethod,80.0,214189,0,"asc | config={'max_samples': 64, 'threshold': 0.95}","{'max_samples': 64, 'threshold': 0.95}",64.0,0.95,<method.MethodTraceRecorder object at 0x7f997091db80>,,,,,,,,,,
+ASCMethod,80.17,121219,0,"asc | config={'max_samples': 16, 'threshold': 0.95}","{'max_samples': 16, 'threshold': 0.95}",16.0,0.95,<method.MethodTraceRecorder object at 0x7f996e59ffb0>,,,,,,,,,,
+ESCMethod,80.17,189027,0,"esc | config={'max_samples': 16, 'window_size': 8}","{'max_samples': 16, 'window_size': 8}",16.0,,<method.MethodTraceRecorder object at 0x7f9969dd2420>,8.0,,,,,,,,,
+ESCMethod,80.07,319023,0,"esc | config={'max_samples': 32, 'window_size': 8}","{'max_samples': 32, 'window_size': 8}",32.0,,<method.MethodTraceRecorder object at 0x7f9a8823b350>,8.0,,,,,,,,,
+ASCMethod,77.73,55635,0,"asc | config={'max_samples': 4, 'threshold': 0.95}","{'max_samples': 4, 'threshold': 0.95}",4.0,0.95,<method.MethodTraceRecorder object at 0x7f9962bd0230>,,,,,,,,,,
+ESCMethod,80.0,528934,0,"esc | config={'max_samples': 64, 'window_size': 8}","{'max_samples': 64, 'window_size': 8}",64.0,,<method.MethodTraceRecorder object at 0x7f995faa5790>,8.0,,,,,,,,,
+ASCMethod,79.97,86656,0,"asc | config={'max_samples': 8, 'threshold': 0.95}","{'max_samples': 8, 'threshold': 0.95}",8.0,0.95,<method.MethodTraceRecorder object at 0x7f98fd848680>,,,,,,,,,,
+ASCMethod,80.07,160955,0,"asc | config={'max_samples': 32, 'threshold': 0.95}","{'max_samples': 32, 'threshold': 0.95}",32.0,0.95,<method.MethodTraceRecorder object at 0x7f98f89aaa50>,,,,,,,,,,
+Parallel_Probe,72.23,13908,0,"Parallel_Probe | config={'num_chains': 1, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 1, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a88293c50>,,1.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,78.4,89628,0,"Parallel_Probe | config={'num_chains': 8, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 8, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f987d6436e0>,,8.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,76.37,46184,0,"Parallel_Probe | config={'num_chains': 4, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 4, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f98569bd2e0>,,4.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,79.5,347702,0,"Parallel_Probe | config={'num_chains': 32, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 32, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9839dfbef0>,,32.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
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+Parallel_Probe,79.73,688872,0,"Parallel_Probe | config={'num_chains': 64, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 64, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f97bec46de0>,,64.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0

seed_algorithms/matrix_results_Qwen3-4B/aime24_trace_new_api.jsonl

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+size 2273575957

seed_algorithms/matrix_results_Qwen3-8B/aime24_raw_new_api.csv

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+Method,Acc,Cost,Std_Acc,Description,config,max_samples,threshold,trace_recorder,window_size,num_chains,K,T,eps_inter,eps_intra,prune_patience,warm_up,probe_burst,max_steps
+ASCMethod,75.57,14184,0,"asc | config={'max_samples': 1, 'threshold': 0.95}","{'max_samples': 1, 'threshold': 0.95}",1.0,0.95,<method.MethodTraceRecorder object at 0x7f9a88300f20>,,,,,,,,,,
+ESCMethod,81.03,186408,0,"esc | config={'max_samples': 16, 'window_size': 8}","{'max_samples': 16, 'window_size': 8}",16.0,,<method.MethodTraceRecorder object at 0x7f9ab0fac440>,8.0,,,,,,,,,
+ESCMethod,80.87,298092,0,"esc | config={'max_samples': 32, 'window_size': 8}","{'max_samples': 32, 'window_size': 8}",32.0,,<method.MethodTraceRecorder object at 0x7f9a8dc57560>,8.0,,,,,,,,,
+ASCMethod,81.03,112808,0,"asc | config={'max_samples': 16, 'threshold': 0.95}","{'max_samples': 16, 'threshold': 0.95}",16.0,0.95,<method.MethodTraceRecorder object at 0x7f9a7fe066f0>,,,,,,,,,,
+ASCMethod,80.1,56846,0,"asc | config={'max_samples': 4, 'threshold': 0.95}","{'max_samples': 4, 'threshold': 0.95}",4.0,0.95,<method.MethodTraceRecorder object at 0x7f9a7fe066c0>,,,,,,,,,,
+ASCMethod,81.2,83623,0,"asc | config={'max_samples': 8, 'threshold': 0.95}","{'max_samples': 8, 'threshold': 0.95}",8.0,0.95,<method.MethodTraceRecorder object at 0x7f9a751e6060>,,,,,,,,,,
+ESCMethod,80.37,459359,0,"esc | config={'max_samples': 64, 'window_size': 8}","{'max_samples': 64, 'window_size': 8}",64.0,,<method.MethodTraceRecorder object at 0x7f9a72688320>,8.0,,,,,,,,,
+ASCMethod,80.87,157088,0,"asc | config={'max_samples': 32, 'threshold': 0.95}","{'max_samples': 32, 'threshold': 0.95}",32.0,0.95,<method.MethodTraceRecorder object at 0x7f9a707b3440>,,,,,,,,,,
+ASCMethod,80.37,226033,0,"asc | config={'max_samples': 64, 'threshold': 0.95}","{'max_samples': 64, 'threshold': 0.95}",64.0,0.95,<method.MethodTraceRecorder object at 0x7f9a6a58d790>,,,,,,,,,,
+Parallel_Probe,75.23,14160,0,"Parallel_Probe | config={'num_chains': 1, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 1, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a668b3b00>,,1.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,78.17,47812,0,"Parallel_Probe | config={'num_chains': 4, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 4, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a47bfd3d0>,,4.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,79.47,93702,0,"Parallel_Probe | config={'num_chains': 8, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 8, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a2b4bea20>,,8.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,80.33,184988,0,"Parallel_Probe | config={'num_chains': 16, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 16, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9a05bc7020>,,16.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,80.87,367491,0,"Parallel_Probe | config={'num_chains': 32, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 32, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f99cfafea80>,,32.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0
+Parallel_Probe,81.47,730781,0,"Parallel_Probe | config={'num_chains': 64, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}","{'num_chains': 64, 'K': 5, 'T': 40, 'eps_inter': 5.0, 'eps_intra': 5.0, 'prune_patience': 7, 'warm_up': 15, 'probe_burst': 1, 'max_steps': 100}",,,<method.MethodTraceRecorder object at 0x7f9979e6b170>,,64.0,5.0,40.0,5.0,5.0,7.0,15.0,1.0,100.0

seed_algorithms/matrix_results_Qwen3-8B/aime24_trace_new_api.jsonl

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