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  1. MANIFEST.tsv +121 -0
  2. README.md +15 -0
  3. smac/2s3z/Good/coflow-base-c/state_50000.pt +3 -0
  4. smac/2s3z/Good/coflow-base-d/state_100000.pt +3 -0
  5. smac/2s3z/Good/coflow-c/state_50000.pt +3 -0
  6. smac/2s3z/Good/coflow-d/state_50000.pt +3 -0
  7. smac/2s3z/Medium/coflow-base-c/state_300000.pt +3 -0
  8. smac/2s3z/Medium/coflow-base-d/state_250000.pt +3 -0
  9. smac/2s3z/Medium/coflow-c/state_250000.pt +3 -0
  10. smac/2s3z/Medium/coflow-d/state_50000.pt +3 -0
  11. smac/2s3z/Poor/coflow-base-c/state_150000.pt +3 -0
  12. smac/2s3z/Poor/coflow-base-d/state_250000.pt +3 -0
  13. smac/2s3z/Poor/coflow-c/state_200000.pt +3 -0
  14. smac/2s3z/Poor/coflow-d/state_200000.pt +3 -0
  15. smac/3m/Good/coflow-base-c/state_100000.pt +3 -0
  16. smac/3m/Good/coflow-base-d/state_150000.pt +3 -0
  17. smac/3m/Good/coflow-c/state_100000.pt +3 -0
  18. smac/3m/Good/coflow-d/state_100000.pt +3 -0
  19. smac/3m/Medium/coflow-base-c/state_250000.pt +3 -0
  20. smac/3m/Medium/coflow-base-d/state_150000.pt +3 -0
  21. smac/3m/Medium/coflow-c/state_150000.pt +3 -0
  22. smac/3m/Medium/coflow-d/state_100000.pt +3 -0
  23. smac/3m/Poor/coflow-base-c/state_350000.pt +3 -0
  24. smac/3m/Poor/coflow-base-d/state_50000.pt +3 -0
  25. smac/3m/Poor/coflow-c/state_100000.pt +3 -0
  26. smac/3m/Poor/coflow-d/state_50000.pt +3 -0
  27. smac/5m_vs_6m/Good/coflow-base-c/state_500000.pt +3 -0
  28. smac/5m_vs_6m/Good/coflow-base-d/state_250000.pt +3 -0
  29. smac/5m_vs_6m/Good/coflow-c/state_150000.pt +3 -0
  30. smac/5m_vs_6m/Good/coflow-d/state_250000.pt +3 -0
  31. smac/5m_vs_6m/Medium/coflow-base-c/state_350000.pt +3 -0
  32. smac/5m_vs_6m/Medium/coflow-base-d/state_500000.pt +3 -0
  33. smac/5m_vs_6m/Medium/coflow-c/state_150000.pt +3 -0
  34. smac/5m_vs_6m/Medium/coflow-d/state_250000.pt +3 -0
  35. smac/5m_vs_6m/Poor/coflow-base-c/state_200000.pt +3 -0
  36. smac/5m_vs_6m/Poor/coflow-base-d/state_250000.pt +3 -0
  37. smac/5m_vs_6m/Poor/coflow-c/state_150000.pt +3 -0
  38. smac/5m_vs_6m/Poor/coflow-d/state_150000.pt +3 -0
  39. smac/8m/Good/coflow-base-c/state_250000.pt +3 -0
  40. smac/8m/Good/coflow-base-d/state_150000.pt +3 -0
  41. smac/8m/Good/coflow-c/state_250000.pt +3 -0
  42. smac/8m/Good/coflow-d/state_200000.pt +3 -0
  43. smac/8m/Medium/coflow-base-c/state_100000.pt +3 -0
  44. smac/8m/Medium/coflow-base-d/state_350000.pt +3 -0
  45. smac/8m/Medium/coflow-c/state_250000.pt +3 -0
  46. smac/8m/Medium/coflow-d/state_200000.pt +3 -0
  47. smac/8m/Poor/coflow-base-c/state_600000.pt +3 -0
  48. smac/8m/Poor/coflow-base-d/state_450000.pt +3 -0
  49. smac/8m/Poor/coflow-c/state_250000.pt +3 -0
  50. smac/8m/Poor/coflow-d/state_50000.pt +3 -0
MANIFEST.tsv ADDED
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1
+ env task quality algo exec ctde seed paper_ckpt_step matched_step_columns match_count eval_best_step eval_best_reward size_bytes path run_dir remote_path
2
+ MPE simple_spread expert IMF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 572.205074 515524273 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_spread/expert/coflow-c/state_350000.pt
3
+ MPE simple_spread expert IMF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 504.617022 516745345 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_spread/expert/coflow-d/state_50000.pt
4
+ MPE simple_spread expert MF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 587.132130 515524273 001_m2flow/logs/ma_meanflow_mpe/simple_spread-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_spread-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-meanflow/100 mpe/simple_spread/expert/coflow-base-c/state_200000.pt
5
+ MPE simple_spread expert MF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 549.287650 516745345 001_m2flow/logs/ma_meanflow_mpe/simple_spread-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_spread-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-meanflow/100 mpe/simple_spread/expert/coflow-base-d/state_150000.pt
6
+ MPE simple_spread medium IMF C False 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 391.568029 515524273 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-medium/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-medium/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_spread/medium/coflow-c/state_100000.pt
7
+ MPE simple_spread medium IMF D True 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 374.400376 516745345 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-medium/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-medium/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_spread/medium/coflow-d/state_350000.pt
8
+ MPE simple_spread medium MF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 393.214377 515524273 001_m2flow/logs/ma_meanflow_mpe/simple_spread-medium/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_spread-medium/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-meanflow/100 mpe/simple_spread/medium/coflow-base-c/state_150000.pt
9
+ MPE simple_spread medium MF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 312.346960 516745345 001_m2flow/logs/ma_meanflow_mpe/simple_spread-medium/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_spread-medium/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-meanflow/100 mpe/simple_spread/medium/coflow-base-d/state_250000.pt
10
+ MPE simple_spread medium-replay IMF C False 100 300000 1,2,3,4,5,6,7,8,9,10 10 300000 289.490064 515524273 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-medium-replay/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_300000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-medium-replay/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_spread/medium-replay/coflow-c/state_300000.pt
11
+ MPE simple_spread medium-replay IMF D True 100 300000 1,2,3,4,5,6,7,8,9,10 10 300000 255.435160 516745345 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-medium-replay/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_300000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-medium-replay/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_spread/medium-replay/coflow-d/state_300000.pt
12
+ MPE simple_spread medium-replay MF C False 100 400000 1,2,3,4,5,6,7,8,9,10 10 400000 321.385038 515524273 001_m2flow/logs/ma_meanflow_mpe/simple_spread-medium-replay/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_400000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_spread-medium-replay/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-meanflow/100 mpe/simple_spread/medium-replay/coflow-base-c/state_400000.pt
13
+ MPE simple_spread medium-replay MF D True 100 400000 1,2,3,4,5,6,7,8,9,10 10 400000 222.218694 516745345 001_m2flow/logs/ma_meanflow_mpe/simple_spread-medium-replay/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_400000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_spread-medium-replay/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-meanflow/100 mpe/simple_spread/medium-replay/coflow-base-d/state_400000.pt
14
+ MPE simple_spread random IMF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 293.903741 515524273 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_spread/random/coflow-c/state_200000.pt
15
+ MPE simple_spread random IMF D True 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 173.539532 516745345 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_spread-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_spread/random/coflow-d/state_350000.pt
16
+ MPE simple_spread random MF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 277.115495 515524273 001_m2flow/logs/ma_meanflow_mpe/simple_spread-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_spread-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-meanflow/100 mpe/simple_spread/random/coflow-base-c/state_350000.pt
17
+ MPE simple_spread random MF D True 100 450000 1,2,3,4,5,6,7,8,9,10 10 450000 174.403273 516745345 001_m2flow/logs/ma_meanflow_mpe/simple_spread-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_450000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_spread-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-meanflow/100 mpe/simple_spread/random/coflow-base-d/state_450000.pt
18
+ MPE simple_tag expert IMF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 273.162738 515501745 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_tag/expert/coflow-c/state_200000.pt
19
+ MPE simple_tag expert IMF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 251.043987 516706433 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_tag/expert/coflow-d/state_100000.pt
20
+ MPE simple_tag expert MF C False 100 550000 1,2,3,4,5,6,7,8,9,10 10 550000 277.176196 515501745 001_m2flow/logs/ma_meanflow_mpe/simple_tag-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_550000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_tag-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-meanflow/100 mpe/simple_tag/expert/coflow-base-c/state_550000.pt
21
+ MPE simple_tag expert MF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 245.925592 516706433 001_m2flow/logs/ma_meanflow_mpe/simple_tag-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_tag-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-meanflow/100 mpe/simple_tag/expert/coflow-base-d/state_50000.pt
22
+ MPE simple_tag medium IMF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 225.011692 515501745 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_tag/medium/coflow-c/state_350000.pt
23
+ MPE simple_tag medium IMF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 182.721992 516706433 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_tag/medium/coflow-d/state_100000.pt
24
+ MPE simple_tag medium MF C False 100 500000 1,2,3,4,5,6,7,8,9,10 10 500000 229.938719 515501745 001_m2flow/logs/ma_meanflow_mpe/simple_tag-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_500000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_tag-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100 mpe/simple_tag/medium/coflow-base-c/state_500000.pt
25
+ MPE simple_tag medium MF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 166.755803 516706433 001_m2flow/logs/ma_meanflow_mpe/simple_tag-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_tag-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100 mpe/simple_tag/medium/coflow-base-d/state_150000.pt
26
+ MPE simple_tag medium-replay IMF C False 100 300000 1,2,3,4,5,6,7,8,9,10 10 300000 146.595926 515501745 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_300000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_tag/medium-replay/coflow-c/state_300000.pt
27
+ MPE simple_tag medium-replay IMF D True 100 300000 1,2,3,4,5,6,7,8,9,10 10 300000 129.648887 516706433 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_300000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_tag/medium-replay/coflow-d/state_300000.pt
28
+ MPE simple_tag medium-replay MF C False 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 151.770241 515501745 001_m2flow/logs/ma_meanflow_mpe/simple_tag-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_tag-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100 mpe/simple_tag/medium-replay/coflow-base-c/state_100000.pt
29
+ MPE simple_tag medium-replay MF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 71.290890 516706433 001_m2flow/logs/ma_meanflow_mpe/simple_tag-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_tag-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100 mpe/simple_tag/medium-replay/coflow-base-d/state_100000.pt
30
+ MPE simple_tag random IMF C False 100 300000 1,2,3,4,5,6,7,8,9,10 10 300000 51.033352 515501745 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_300000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_tag/random/coflow-c/state_300000.pt
31
+ MPE simple_tag random IMF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 23.501729 516706433 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_tag-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_tag/random/coflow-d/state_100000.pt
32
+ MPE simple_tag random MF C False 100 500000 1,2,3,4,5,6,7,8,9,10 10 500000 22.540216 515501745 001_m2flow/logs/ma_meanflow_mpe/simple_tag-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_500000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_tag-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_False-meanflow/100 mpe/simple_tag/random/coflow-base-c/state_500000.pt
33
+ MPE simple_tag random MF D True 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 13.000978 516706433 001_m2flow/logs/ma_meanflow_mpe/simple_tag-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_tag-random/h_24-models.SharedConvAttentionDeconv-r_500-guidew_1.2-ctde_True-meanflow/100 mpe/simple_tag/random/coflow-base-d/state_200000.pt
34
+ MPE simple_world expert IMF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 124.957477 515591857 001_m2flow/logs/ma_imf_mpe_disp/simple_world-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_world-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_world/expert/coflow-c/state_350000.pt
35
+ MPE simple_world expert IMF D True 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 108.785286 516862081 001_m2flow/logs/ma_imf_mpe_disp/simple_world-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_world-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_world/expert/coflow-d/state_350000.pt
36
+ MPE simple_world expert MF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 137.502087 515591857 001_m2flow/logs/ma_meanflow_mpe/simple_world-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_world-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_False-meanflow/100 mpe/simple_world/expert/coflow-base-c/state_350000.pt
37
+ MPE simple_world expert MF D True 100 400000 1,2,3,4,5,6,7,8,9,10 10 400000 102.748507 516862081 001_m2flow/logs/ma_meanflow_mpe/simple_world-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_400000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_world-expert/h_24-models.SharedConvAttentionDeconv-r_700-guidew_1.2-ctde_True-meanflow/100 mpe/simple_world/expert/coflow-base-d/state_400000.pt
38
+ MPE simple_world medium IMF C False 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 101.281705 515591857 001_m2flow/logs/ma_imf_mpe_disp/simple_world-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_world-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_world/medium/coflow-c/state_250000.pt
39
+ MPE simple_world medium IMF D True 100 300000 1,2,3,4,5,6,7,8,9,10 10 300000 100.288707 516862081 001_m2flow/logs/ma_imf_mpe_disp/simple_world-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_300000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_world-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_world/medium/coflow-d/state_300000.pt
40
+ MPE simple_world medium MF C False 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 91.358050 515591857 001_m2flow/logs/ma_meanflow_mpe/simple_world-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_world-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100 mpe/simple_world/medium/coflow-base-c/state_100000.pt
41
+ MPE simple_world medium MF D True 100 450000 1,2,3,4,5,6,7,8,9,10 10 450000 88.781088 516862081 001_m2flow/logs/ma_meanflow_mpe/simple_world-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_450000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_world-medium/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100 mpe/simple_world/medium/coflow-base-d/state_450000.pt
42
+ MPE simple_world medium-replay IMF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 32.941239 515591857 001_m2flow/logs/ma_imf_mpe_disp/simple_world-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_world-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_world/medium-replay/coflow-c/state_200000.pt
43
+ MPE simple_world medium-replay IMF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 39.443184 516862081 001_m2flow/logs/ma_imf_mpe_disp/simple_world-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_world-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_world/medium-replay/coflow-d/state_50000.pt
44
+ MPE simple_world medium-replay MF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 28.205274 515591857 001_m2flow/logs/ma_meanflow_mpe/simple_world-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_world-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100 mpe/simple_world/medium-replay/coflow-base-c/state_150000.pt
45
+ MPE simple_world medium-replay MF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 42.972196 516862081 001_m2flow/logs/ma_meanflow_mpe/simple_world-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_world-medium-replay/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100 mpe/simple_world/medium-replay/coflow-base-d/state_150000.pt
46
+ MPE simple_world random IMF C False 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 -6.811446 515591857 001_m2flow/logs/ma_imf_mpe_disp/simple_world-random/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_world-random/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-imf-disp/100 mpe/simple_world/random/coflow-c/state_50000.pt
47
+ MPE simple_world random IMF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 -0.088398 516862081 001_m2flow/logs/ma_imf_mpe_disp/simple_world-random/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_mpe_disp/simple_world-random/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-imf-disp/100 mpe/simple_world/random/coflow-d/state_50000.pt
48
+ MPE simple_world random MF C False 100 400000 1,2,3,4,5,6,7,8,9,10 10 400000 0.061774 515591857 001_m2flow/logs/ma_meanflow_mpe/simple_world-random/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_400000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_world-random/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_False-meanflow/100 mpe/simple_world/random/coflow-base-c/state_400000.pt
49
+ MPE simple_world random MF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 0.811361 516862081 001_m2flow/logs/ma_meanflow_mpe/simple_world-random/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_meanflow_mpe/simple_world-random/h_24-models.SharedConvAttentionDeconv-r_600-guidew_1.2-ctde_True-meanflow/100 mpe/simple_world/random/coflow-base-d/state_50000.pt
50
+ MaMuJoCo 2ant Good IMF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 2937.673843 515956657 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-dl_datasets.SequenceDataset-ctde_False-imf-disp/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-dl_datasets.SequenceDataset-ctde_False-imf-disp/100 mamujoco/2ant/Good/coflow-c/state_200000.pt
51
+ MaMuJoCo 2ant Good IMF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 2689.912126 515956657 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-dl_datasets.SequenceDataset-ctde_True-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-dl_datasets.SequenceDataset-ctde_True-imf-disp/100 mamujoco/2ant/Good/coflow-d/state_150000.pt
52
+ MaMuJoCo 2ant Good MF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 0 974.887871 515956657 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-dl_datasets.SequenceDataset-ctde_False-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-dl_datasets.SequenceDataset-ctde_False-meanflow/100 mamujoco/2ant/Good/coflow-base-c/state_150000.pt
53
+ MaMuJoCo 2ant Good MF D True 100 300000 1,2,3,4,5,6,7,8,9,10 10 300000 2843.093261 515956657 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-dl_datasets.SequenceDataset-ctde_True-meanflow/100/checkpoint/state_300000.pt 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-dl_datasets.SequenceDataset-ctde_True-meanflow/100 mamujoco/2ant/Good/coflow-base-d/state_300000.pt
54
+ MaMuJoCo 2ant Medium IMF C False 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 1261.543387 515956657 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-dl_datasets.SequenceDataset-ctde_False-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-dl_datasets.SequenceDataset-ctde_False-imf-disp/100 mamujoco/2ant/Medium/coflow-c/state_50000.pt
55
+ MaMuJoCo 2ant Medium IMF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 1382.796338 515956657 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-dl_datasets.SequenceDataset-ctde_True-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-dl_datasets.SequenceDataset-ctde_True-imf-disp/100 mamujoco/2ant/Medium/coflow-d/state_100000.pt
56
+ MaMuJoCo 2ant Medium MF C False 200 500000 1,2,3,4,5,6,7,8,9,10 10 515956657 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-dl_datasets.SequenceDataset-ctde_False-meanflow/200/checkpoint/state_500000.pt 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-dl_datasets.SequenceDataset-ctde_False-meanflow/200 mamujoco/2ant/Medium/coflow-base-c/state_500000.pt
57
+ MaMuJoCo 2ant Medium MF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 1629.357826 515956657 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-dl_datasets.SequenceDataset-ctde_True-meanflow/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-dl_datasets.SequenceDataset-ctde_True-meanflow/100 mamujoco/2ant/Medium/coflow-base-d/state_100000.pt
58
+ MaMuJoCo 2ant Poor IMF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 0 973.859134 515956657 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-dl_datasets.SequenceDataset-ctde_False-imf-disp/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-dl_datasets.SequenceDataset-ctde_False-imf-disp/100 mamujoco/2ant/Poor/coflow-c/state_200000.pt
59
+ MaMuJoCo 2ant Poor IMF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 0 971.827077 515956657 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-dl_datasets.SequenceDataset-ctde_True-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/2ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-dl_datasets.SequenceDataset-ctde_True-imf-disp/100 mamujoco/2ant/Poor/coflow-d/state_150000.pt
60
+ MaMuJoCo 2ant Poor MF C False 100 500000 1,2,3,4,5,6,7,8,9,10 10 500000 976.746603 515956657 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-dl_datasets.SequenceDataset-ctde_False-meanflow/100/checkpoint/state_500000.pt 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-dl_datasets.SequenceDataset-ctde_False-meanflow/100 mamujoco/2ant/Poor/coflow-base-c/state_500000.pt
61
+ MaMuJoCo 2ant Poor MF D True 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 1089.497402 515956657 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-dl_datasets.SequenceDataset-ctde_True-meanflow/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_meanflow_mamujoco/2ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-dl_datasets.SequenceDataset-ctde_True-meanflow/100 mamujoco/2ant/Poor/coflow-base-d/state_350000.pt
62
+ MaMuJoCo 4ant Good IMF C False 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 3049.047266 515738417 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-ctde_False-imf-disp/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-ctde_False-imf-disp/100 mamujoco/4ant/Good/coflow-c/state_250000.pt
63
+ MaMuJoCo 4ant Good IMF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 2972.922845 515738417 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-ctde_True-imf-disp/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-ctde_True-imf-disp/100 mamujoco/4ant/Good/coflow-d/state_250000.pt
64
+ MaMuJoCo 4ant Good MF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 3055.887696 515738417 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-ctde_False-meanflow/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-ctde_False-meanflow/100 mamujoco/4ant/Good/coflow-base-c/state_200000.pt
65
+ MaMuJoCo 4ant Good MF D True 100 450000 1,2,3,4,5,6,7,8,9,10 10 450000 2975.032563 515738417 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-ctde_True-meanflow/100/checkpoint/state_450000.pt 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Good/h_10-hh_18-models.SharedConvAttentionDeconv-r_380.0-ctde_True-meanflow/100 mamujoco/4ant/Good/coflow-base-d/state_450000.pt
66
+ MaMuJoCo 4ant Medium IMF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 2106.383774 515738417 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-ctde_False-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-ctde_False-imf-disp/100 mamujoco/4ant/Medium/coflow-c/state_150000.pt
67
+ MaMuJoCo 4ant Medium IMF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 1953.340527 515738417 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-ctde_True-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-ctde_True-imf-disp/100 mamujoco/4ant/Medium/coflow-d/state_150000.pt
68
+ MaMuJoCo 4ant Medium MF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 2388.703341 515738417 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-ctde_False-meanflow/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-ctde_False-meanflow/100 mamujoco/4ant/Medium/coflow-base-c/state_350000.pt
69
+ MaMuJoCo 4ant Medium MF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 2032.945589 515738417 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-ctde_True-meanflow/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Medium/h_10-hh_18-models.SharedConvAttentionDeconv-r_320.0-ctde_True-meanflow/100 mamujoco/4ant/Medium/coflow-base-d/state_250000.pt
70
+ MaMuJoCo 4ant Poor IMF C False 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 1258.062163 515738417 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-ctde_False-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-ctde_False-imf-disp/100 mamujoco/4ant/Poor/coflow-c/state_100000.pt
71
+ MaMuJoCo 4ant Poor IMF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 1187.450609 515738417 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-ctde_True-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_mamujoco_disp/4ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-ctde_True-imf-disp/100 mamujoco/4ant/Poor/coflow-d/state_150000.pt
72
+ MaMuJoCo 4ant Poor MF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 1825.248669 515738417 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-ctde_False-meanflow/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-ctde_False-meanflow/100 mamujoco/4ant/Poor/coflow-base-c/state_350000.pt
73
+ MaMuJoCo 4ant Poor MF D True 100 450000 1,2,3,4,5,6,7,8,9,10 10 450000 1365.036241 515738417 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-ctde_True-meanflow/100/checkpoint/state_450000.pt 001_m2flow/logs/ma_meanflow_mamujoco/4ant-Poor/h_10-hh_18-models.SharedConvAttentionDeconv-r_150.0-ctde_True-meanflow/100 mamujoco/4ant/Poor/coflow-base-d/state_450000.pt
74
+ SMAC 2s3z Good IMF C False 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 19.770784 516297905 001_m2flow/logs/ma_imf_smac_disp/2s3z-Good/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_smac_disp/2s3z-Good/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100 smac/2s3z/Good/coflow-c/state_50000.pt
75
+ SMAC 2s3z Good IMF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 250000 10.000000 516300185 001_m2flow/logs/ma_imf_smac_disp/2s3z-Good/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_smac_disp/2s3z-Good/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-imf-disp/100 smac/2s3z/Good/coflow-d/state_50000.pt
76
+ SMAC 2s3z Good MF C False 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 20.003922 516297905 001_m2flow/logs/ma_meanflow_smac/2s3z-Good/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_meanflow_smac/2s3z-Good/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100 smac/2s3z/Good/coflow-base-c/state_50000.pt
77
+ SMAC 2s3z Good MF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 15.858824 516297905 001_m2flow/logs/ma_meanflow_smac/2s3z-Good/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_meanflow_smac/2s3z-Good/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-meanflow/100 smac/2s3z/Good/coflow-base-d/state_100000.pt
78
+ SMAC 2s3z Medium IMF C False 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 17.409779 516297905 001_m2flow/logs/ma_imf_smac_disp/2s3z-Medium/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_imf_smac_disp/2s3z-Medium/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100 smac/2s3z/Medium/coflow-c/state_250000.pt
79
+ SMAC 2s3z Medium IMF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 250000 10.000000 516300185 001_m2flow/logs/ma_imf_smac_disp/2s3z-Medium/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_smac_disp/2s3z-Medium/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-imf-disp/100 smac/2s3z/Medium/coflow-d/state_50000.pt
80
+ SMAC 2s3z Medium MF C False 100 300000 1,2,3,4,5,6,7,8,9,10 10 300000 17.169608 516297905 001_m2flow/logs/ma_meanflow_smac/2s3z-Medium/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_300000.pt 001_m2flow/logs/ma_meanflow_smac/2s3z-Medium/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100 smac/2s3z/Medium/coflow-base-c/state_300000.pt
81
+ SMAC 2s3z Medium MF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 16.474657 516297905 001_m2flow/logs/ma_meanflow_smac/2s3z-Medium/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_meanflow_smac/2s3z-Medium/h_20-hh_8-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-meanflow/100 smac/2s3z/Medium/coflow-base-d/state_250000.pt
82
+ SMAC 2s3z Poor IMF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 9.186078 516297905 001_m2flow/logs/ma_imf_smac_disp/2s3z-Poor/h_20-hh_8-models.SharedConvAttentionDeconv-r_8-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_imf_smac_disp/2s3z-Poor/h_20-hh_8-models.SharedConvAttentionDeconv-r_8-guidew_1.2-ctde_False-imf-disp/100 smac/2s3z/Poor/coflow-c/state_200000.pt
83
+ SMAC 2s3z Poor IMF D True 100 200000 1,2,3,4,5,6,7,8,9,10 10 250000 10.000000 516300611 001_m2flow/logs/ma_imf_smac_disp/2s3z-Poor/h_20-hh_8-models.SharedConvAttentionDeconv-r_8-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_imf_smac_disp/2s3z-Poor/h_20-hh_8-models.SharedConvAttentionDeconv-r_8-guidew_1.2-ctde_True-imf-disp/100 smac/2s3z/Poor/coflow-d/state_200000.pt
84
+ SMAC 2s3z Poor MF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 10.395833 516297905 001_m2flow/logs/ma_meanflow_smac/2s3z-Poor/h_20-hh_8-models.SharedConvAttentionDeconv-r_8-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_smac/2s3z-Poor/h_20-hh_8-models.SharedConvAttentionDeconv-r_8-guidew_1.2-ctde_False-meanflow/100 smac/2s3z/Poor/coflow-base-c/state_150000.pt
85
+ SMAC 2s3z Poor MF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 9.791887 516297905 001_m2flow/logs/ma_meanflow_smac/2s3z-Poor/h_20-hh_8-models.SharedConvAttentionDeconv-r_8-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_meanflow_smac/2s3z-Poor/h_20-hh_8-models.SharedConvAttentionDeconv-r_8-guidew_1.2-ctde_True-meanflow/100 smac/2s3z/Poor/coflow-base-d/state_250000.pt
86
+ SMAC 3m Good IMF C False 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 20.000000 515707697 001_m2flow/logs/ma_imf_smac_disp/3m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_smac_disp/3m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100 smac/3m/Good/coflow-c/state_100000.pt
87
+ SMAC 3m Good IMF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 250000 10.000000 515707697 001_m2flow/logs/ma_imf_smac_disp/3m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-rtg-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_smac_disp/3m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-rtg-imf-disp/100 smac/3m/Good/coflow-d/state_100000.pt
88
+ SMAC 3m Good MF C False 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 20.000000 515707697 001_m2flow/logs/ma_meanflow_smac/3m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_meanflow_smac/3m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100 smac/3m/Good/coflow-base-c/state_100000.pt
89
+ SMAC 3m Good MF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 19.266849 515707697 001_m2flow/logs/ma_meanflow_smac/3m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-rtg-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_smac/3m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-rtg-meanflow/100 smac/3m/Good/coflow-base-d/state_150000.pt
90
+ SMAC 3m Medium IMF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 15.942466 515707697 001_m2flow/logs/ma_imf_smac_disp/3m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_smac_disp/3m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100 smac/3m/Medium/coflow-c/state_150000.pt
91
+ SMAC 3m Medium IMF D True 100 100000 1,2,3,4,5,6,7,8,9,10 10 250000 10.000000 515707697 001_m2flow/logs/ma_imf_smac_disp/3m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_smac_disp/3m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-imf-disp/100 smac/3m/Medium/coflow-d/state_100000.pt
92
+ SMAC 3m Medium MF C False 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 17.695890 515707697 001_m2flow/logs/ma_meanflow_smac/3m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_meanflow_smac/3m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100 smac/3m/Medium/coflow-base-c/state_250000.pt
93
+ SMAC 3m Medium MF D True 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 13.934247 515707697 001_m2flow/logs/ma_meanflow_smac/3m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_meanflow_smac/3m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-meanflow/100 smac/3m/Medium/coflow-base-d/state_150000.pt
94
+ SMAC 3m Poor IMF C False 100 100000 1,2,3,4,5,6,7,8,9,10 10 100000 11.649863 515707697 001_m2flow/logs/ma_imf_smac_disp/3m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_10-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_100000.pt 001_m2flow/logs/ma_imf_smac_disp/3m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_10-guidew_1.2-ctde_False-imf-disp/100 smac/3m/Poor/coflow-c/state_100000.pt
95
+ SMAC 3m Poor IMF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 250000 10.000000 515707697 001_m2flow/logs/ma_imf_smac_disp/3m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_10-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_imf_smac_disp/3m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_10-guidew_1.2-ctde_True-imf-disp/100 smac/3m/Poor/coflow-d/state_50000.pt
96
+ SMAC 3m Poor MF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 11.601644 515707697 001_m2flow/logs/ma_meanflow_smac/3m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_10-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_meanflow_smac/3m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_10-guidew_1.2-ctde_False-meanflow/100 smac/3m/Poor/coflow-base-c/state_350000.pt
97
+ SMAC 3m Poor MF D True 100 50000 1,2,3,4,5,6,7,8,9,10 10 50000 6.856986 515707697 001_m2flow/logs/ma_meanflow_smac/3m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_10-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_50000.pt 001_m2flow/logs/ma_meanflow_smac/3m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_10-guidew_1.2-ctde_True-meanflow/100 smac/3m/Poor/coflow-base-d/state_50000.pt
98
+ SMAC 5m_vs_6m Good IMF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 17.695849 516018097 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100 smac/5m_vs_6m/Good/coflow-c/state_150000.pt
99
+ SMAC 5m_vs_6m Good IMF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 516018097 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-rtg-imf-disp/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-rtg-imf-disp/100 smac/5m_vs_6m/Good/coflow-d/state_250000.pt
100
+ SMAC 5m_vs_6m Good MF C False 100 500000 1,2,3,4,5,6,7,8,9,10 10 500000 18.032453 516020803 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_500000.pt 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100 smac/5m_vs_6m/Good/coflow-base-c/state_500000.pt
101
+ SMAC 5m_vs_6m Good MF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 16.080755 516020803 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-rtg-meanflow/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Good/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-rtg-meanflow/100 smac/5m_vs_6m/Good/coflow-base-d/state_250000.pt
102
+ SMAC 5m_vs_6m Medium IMF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 150000 16.632453 516018097 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-imf-disp/100 smac/5m_vs_6m/Medium/coflow-c/state_150000.pt
103
+ SMAC 5m_vs_6m Medium IMF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 10.000000 516018097 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-imf-disp/100 smac/5m_vs_6m/Medium/coflow-d/state_250000.pt
104
+ SMAC 5m_vs_6m Medium MF C False 100 350000 1,2,3,4,5,6,7,8,9,10 10 350000 17.033962 516020803 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_350000.pt 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_False-meanflow/100 smac/5m_vs_6m/Medium/coflow-base-c/state_350000.pt
105
+ SMAC 5m_vs_6m Medium MF D True 100 500000 1,2,3,4,5,6,7,8,9,10 10 500000 14.952075 516020803 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_500000.pt 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Medium/h_4-hh_20-models.SharedConvAttentionDeconv-r_20-guidew_1.2-ctde_True-meanflow/100 smac/5m_vs_6m/Medium/coflow-base-d/state_500000.pt
106
+ SMAC 5m_vs_6m Poor IMF C False 100 150000 1,2,3,4,5,6,7,8,9,10 10 200000 10.891698 516018097 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_12-guidew_1.2-ctde_False-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_12-guidew_1.2-ctde_False-imf-disp/100 smac/5m_vs_6m/Poor/coflow-c/state_150000.pt
107
+ SMAC 5m_vs_6m Poor IMF D True 100 150000 1,3,4,5,6,7,8,9,10 9 250000 10.000000 516018097 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_12-guidew_1.2-ctde_True-imf-disp/100/checkpoint/state_150000.pt 001_m2flow/logs/ma_imf_smac_disp/5m_vs_6m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_12-guidew_1.2-ctde_True-imf-disp/100 smac/5m_vs_6m/Poor/coflow-d/state_150000.pt
108
+ SMAC 5m_vs_6m Poor MF C False 100 200000 1,2,3,4,5,6,7,8,9,10 10 200000 11.348679 516020803 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_12-guidew_1.2-ctde_False-meanflow/100/checkpoint/state_200000.pt 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_12-guidew_1.2-ctde_False-meanflow/100 smac/5m_vs_6m/Poor/coflow-base-c/state_200000.pt
109
+ SMAC 5m_vs_6m Poor MF D True 100 250000 1,2,3,4,5,6,7,8,9,10 10 250000 10.371321 516020803 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_12-guidew_1.2-ctde_True-meanflow/100/checkpoint/state_250000.pt 001_m2flow/logs/ma_meanflow_smac/5m_vs_6m-Poor/h_4-hh_20-models.SharedConvAttentionDeconv-r_12-guidew_1.2-ctde_True-meanflow/100 smac/5m_vs_6m/Poor/coflow-base-d/state_250000.pt
110
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README.md ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ ---
4
+
5
+ # CoFlow Paper Checkpoints
6
+
7
+ This private repository contains the 120 checkpoint files used for the CoFlow paper step-sweep experiments: 30 task/quality configurations times 4 variants.
8
+
9
+ Variants:
10
+ - `coflow-c`: CoFlow with centralized execution
11
+ - `coflow-d`: CoFlow with decentralized execution
12
+ - `coflow-base-c`: CoFlow-base with centralized execution
13
+ - `coflow-base-d`: CoFlow-base with decentralized execution
14
+
15
+ Each leaf directory contains one paper-used `state_*.pt` checkpoint. See `MANIFEST.tsv` for the mapping from paper configuration to source run, seed, checkpoint step, and file size.
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