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tinyllama-nlr-e4b30d703a95

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  1. results/best_param_per_func_with_baselines/tinyllama/4/best_param_per_func_with_baselines.png +0 -0
  2. results/best_param_per_func_with_baselines/tinyllama/5/best_param_per_func_with_baselines.png +0 -0
  3. results/best_param_per_func_with_baselines/tinyllama/6/best_param_per_func_with_baselines.png +0 -0
  4. results/best_param_per_func_with_baselines/tinyllama/7/best_param_per_func_with_baselines.png +0 -0
  5. results/best_param_per_func_with_baselines/tinyllama/8/best_param_per_func_with_baselines.png +0 -0
  6. results/bitwidth_acc_decay_per_function/tinyllama.png +0 -0
  7. results/df.tsv +101 -0
  8. results/func_by_param_init_method/tinyllama/4/comb_10.png +0 -0
  9. results/func_by_param_init_method/tinyllama/4/comb_10_t.png +0 -0
  10. results/func_by_param_init_method/tinyllama/4/comb_12.png +0 -0
  11. results/func_by_param_init_method/tinyllama/4/comb_12_t.png +0 -0
  12. results/func_by_param_init_method/tinyllama/4/comb_15.png +0 -0
  13. results/func_by_param_init_method/tinyllama/4/comb_15_t.png +0 -0
  14. results/func_by_param_init_method/tinyllama/4/comb_18.png +0 -0
  15. results/func_by_param_init_method/tinyllama/4/comb_18_t.png +0 -0
  16. results/func_by_param_init_method/tinyllama/4/comb_3.png +0 -0
  17. results/func_by_param_init_method/tinyllama/4/comb_3_t.png +0 -0
  18. results/func_by_param_init_method/tinyllama/4/comb_8.png +0 -0
  19. results/func_by_param_init_method/tinyllama/4/comb_8_t.png +0 -0
  20. results/func_by_param_init_method/tinyllama/5/comb_10.png +0 -0
  21. results/func_by_param_init_method/tinyllama/5/comb_10_t.png +0 -0
  22. results/func_by_param_init_method/tinyllama/5/comb_12.png +0 -0
  23. results/func_by_param_init_method/tinyllama/5/comb_12_t.png +0 -0
  24. results/func_by_param_init_method/tinyllama/5/comb_15.png +0 -0
  25. results/func_by_param_init_method/tinyllama/5/comb_15_t.png +0 -0
  26. results/func_by_param_init_method/tinyllama/5/comb_18.png +0 -0
  27. results/func_by_param_init_method/tinyllama/5/comb_18_t.png +0 -0
  28. results/func_by_param_init_method/tinyllama/5/comb_1_t.png +0 -0
  29. results/func_by_param_init_method/tinyllama/5/comb_3.png +0 -0
  30. results/func_by_param_init_method/tinyllama/5/comb_3_t.png +0 -0
  31. results/func_by_param_init_method/tinyllama/5/comb_8.png +0 -0
  32. results/func_by_param_init_method/tinyllama/5/comb_8_t.png +0 -0
  33. results/func_by_param_init_method/tinyllama/6/comb_1.png +0 -0
  34. results/func_by_param_init_method/tinyllama/6/comb_10.png +0 -0
  35. results/func_by_param_init_method/tinyllama/6/comb_10_t.png +0 -0
  36. results/func_by_param_init_method/tinyllama/6/comb_12.png +0 -0
  37. results/func_by_param_init_method/tinyllama/6/comb_12_t.png +0 -0
  38. results/func_by_param_init_method/tinyllama/6/comb_15.png +0 -0
  39. results/func_by_param_init_method/tinyllama/6/comb_15_t.png +0 -0
  40. results/func_by_param_init_method/tinyllama/6/comb_18.png +0 -0
  41. results/func_by_param_init_method/tinyllama/6/comb_18_t.png +0 -0
  42. results/func_by_param_init_method/tinyllama/6/comb_1_t.png +0 -0
  43. results/func_by_param_init_method/tinyllama/6/comb_3.png +0 -0
  44. results/func_by_param_init_method/tinyllama/6/comb_3_t.png +0 -0
  45. results/func_by_param_init_method/tinyllama/6/comb_8.png +0 -0
  46. results/func_by_param_init_method/tinyllama/6/comb_8_t.png +0 -0
  47. results/func_by_param_init_method/tinyllama/7/comb_1.png +0 -0
  48. results/func_by_param_init_method/tinyllama/7/comb_10.png +0 -0
  49. results/func_by_param_init_method/tinyllama/7/comb_10_t.png +0 -0
  50. results/func_by_param_init_method/tinyllama/7/comb_12.png +0 -0
results/best_param_per_func_with_baselines/tinyllama/4/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/tinyllama/5/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/tinyllama/6/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/tinyllama/7/best_param_per_func_with_baselines.png ADDED
results/best_param_per_func_with_baselines/tinyllama/8/best_param_per_func_with_baselines.png ADDED
results/bitwidth_acc_decay_per_function/tinyllama.png ADDED
results/df.tsv ADDED
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1
+ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv_mb perplexity time_ms wer
2
+ 0.3641674816608429 4 0.0 wikitext ao_woq tinyllama fixed 741.692928 866.123776 7.043089866638184 18.620178 0.0
3
+ 0.37713611125946045 8 0.0 wikitext ao_woq tinyllama fixed 1631.725568 1988.100096 6.605966091156006 15.563149 0.0
4
+ 0.0 4 0.0 wikitext comb_4 tinyllama nlr_t_lin 1895.561216 2157.969408 1.110665202140808 19.42599 0.0
5
+ 0.0 5 0.0 wikitext comb_4 tinyllama nlr_t_lin 1895.561216 2157.969408 1.110665202140808 19.42599 0.0
6
+ 0.0 6 0.0 wikitext comb_4 tinyllama nlr_t_lin 1895.561216 2157.969408 1.110665202140808 19.42599 0.0
7
+ 0.0 7 0.0 wikitext comb_4 tinyllama nlr_t_lin 1895.561216 2157.969408 1.110665202140808 19.42599 0.0
8
+ 0.0 8 0.0 wikitext comb_4 tinyllama nlr_t_lin 1895.561216 2157.969408 1.110665202140808 19.42599 0.0
9
+ 0.0 4 0.0 wikitext comb_7 tinyllama nlr_t_lin 1895.561216 2157.969408 1.1093063354492188 25.803776 0.0
10
+ 0.0 5 0.0 wikitext comb_7 tinyllama nlr_t_lin 1895.561216 2157.969408 1.1093063354492188 25.803776 0.0
11
+ 0.0 6 0.0 wikitext comb_7 tinyllama nlr_t_lin 1895.561216 2157.969408 1.1093063354492188 25.803776 0.0
12
+ 0.0 7 0.0 wikitext comb_7 tinyllama nlr_t_lin 1895.561216 2157.969408 1.1093063354492188 25.803776 0.0
13
+ 0.0 8 0.0 wikitext comb_7 tinyllama nlr_t_lin 1895.561216 2157.969408 1.1093063354492188 25.803776 0.0
14
+ 0.3744005560874939 7 0.0 wikitext comb_15 tinyllama nlr_t_lin 1896.032256 2157.969408 6.7555317878723145 14.687863 0.0
15
+ 0.33991897106170654 4 0.0 wikitext comb_15 tinyllama nlr_t_lin 1896.032256 2157.969408 7.798645496368408 15.139578 0.0
16
+ 0.36467409133911133 5 0.0 wikitext comb_15 tinyllama nlr_t_lin 1896.032256 2157.969408 7.099495887756348 15.188495 0.0
17
+ 0.377001017332077 8 0.0 wikitext comb_15 tinyllama nlr_t_lin 1896.032256 2157.969408 6.6611247062683105 15.278928 0.0
18
+ 0.37767645716667175 6 0.0 wikitext comb_15 tinyllama nlr_t_lin 1896.032256 2157.969408 6.699794292449951 15.651638 0.0
19
+ 0.3763255476951599 7 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.663349628448486 16.096653 0.0
20
+ 0.3676123023033142 5 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.966304302215576 16.134821 0.0
21
+ 0.37727120518684387 8 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.604811191558838 16.272615 0.0
22
+ 0.37858834862709045 6 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.501583099365234 16.296258 0.0
23
+ 0.3469773828983307 4 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 7.655362606048584 16.419508 0.0
24
+ 0.0 4 0.0 wikitext comb_1 tinyllama nlr_t_lin 1897.394176 2160.06656 1.1162694692611694 27.063747 0.0
25
+ 0.0 5 0.0 wikitext comb_1 tinyllama nlr_t_lin 1897.394176 2160.06656 1.1162694692611694 27.063747 0.0
26
+ 0.007936508394777775 7 0.0 wikitext comb_1 tinyllama nlr_t_lin 1897.394176 2160.06656 1.108918309211731 27.189807 0.0
27
+ 0.014285716228187084 6 0.0 wikitext comb_1 tinyllama nlr_t_lin 1897.394176 2160.06656 1.1324244737625122 27.21905 0.0
28
+ 0.37436679005622864 7 0.0 wikitext comb_18 tinyllama nlr_t_lin 1897.865216 2160.06656 6.747983455657959 27.402022 0.0
29
+ 0.3764606714248657 6 0.0 wikitext comb_8 tinyllama nlr_t_lin 1897.865216 2160.06656 6.674111366271973 27.402278 0.0
30
+ 0.33944615721702576 4 0.0 wikitext comb_18 tinyllama nlr_t_lin 1897.865216 2160.06656 7.924208641052246 27.415199 0.0
31
+ 0.3669368624687195 5 0.0 wikitext comb_8 tinyllama nlr_t_lin 1897.865216 2160.06656 7.094004154205322 27.424887 0.0
32
+ 0.3660925626754761 5 0.0 wikitext comb_18 tinyllama nlr_t_lin 1897.865216 2160.06656 7.09657621383667 27.437879 0.0
33
+ 0.376629501581192 8 0.0 wikitext comb_10 tinyllama nlr_t_lin 1897.865216 2160.06656 6.645826816558838 27.441238 0.0
34
+ 0.3788585066795349 6 0.0 wikitext comb_12 tinyllama nlr_t_lin 1897.865216 2160.06656 6.6869425773620605 27.447294 0.0
35
+ 0.3676798641681671 5 0.0 wikitext comb_10 tinyllama nlr_t_lin 1897.865216 2160.06656 7.077613830566406 27.450546 0.0
36
+ 0.3750759959220886 7 0.0 wikitext comb_8 tinyllama nlr_t_lin 1897.865216 2160.06656 6.729586124420166 27.452787 0.0
37
+ 0.37720364332199097 7 0.0 wikitext comb_12 tinyllama nlr_t_lin 1897.865216 2160.06656 6.737154960632324 27.454265 0.0
38
+ 0.1677473932504654 4 0.0 wikitext comb_10 tinyllama nlr_t_lin 1897.865216 2160.06656 20.69113540649414 27.456986 0.0
39
+ 0.3408645987510681 4 0.0 wikitext comb_12 tinyllama nlr_t_lin 1897.865216 2160.06656 7.797614097595215 27.48183 0.0
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+ 0.376156747341156 8 0.0 wikitext comb_12 tinyllama nlr_t_lin 1897.865216 2160.06656 6.652891635894775 27.483249 0.0
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+ 0.36781492829322815 5 0.0 wikitext comb_12 tinyllama nlr_t_lin 1897.865216 2160.06656 7.096789360046387 27.485402 0.0
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+ 0.2542722225189209 8 0.0 wikitext comb_1 tinyllama nlr_t_lin 1897.865216 2160.06656 10.974504470825195 27.497876 0.0
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+ 0.3774062693119049 7 0.0 wikitext comb_10 tinyllama nlr_t_lin 1897.865216 2160.06656 6.703912734985352 27.4991 0.0
44
+ 0.37744003534317017 6 0.0 wikitext comb_18 tinyllama nlr_t_lin 1897.865216 2160.06656 6.721346378326416 27.508581 0.0
45
+ 0.37460318207740784 8 0.0 wikitext comb_8 tinyllama nlr_t_lin 1897.865216 2160.06656 6.66512393951416 27.522588 0.0
46
+ 0.3782505989074707 6 0.0 wikitext comb_10 tinyllama nlr_t_lin 1897.865216 2160.06656 6.680172443389893 27.528717 0.0
47
+ 0.3761904537677765 8 0.0 wikitext comb_18 tinyllama nlr_t_lin 1897.865216 2160.06656 6.640418529510498 27.529249 0.0
48
+ 0.3412022888660431 4 0.0 wikitext comb_8 tinyllama nlr_t_lin 1897.865216 2160.06656 7.811379909515381 27.538141 0.0
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+ 0.3776426911354065 6 0.0 wikitext comb_3 tinyllama nlr_t_lin 1897.865216 2160.06656 6.704628944396973 34.644507 0.0
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+ 0.36541712284088135 5 0.0 wikitext comb_3 tinyllama nlr_t_lin 1897.865216 2160.06656 7.113305568695068 34.653955 0.0
51
+ 0.3375886380672455 4 0.0 wikitext comb_3 tinyllama nlr_t_lin 1897.865216 2160.06656 7.9102630615234375 34.675708 0.0
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+ 0.3746369481086731 7 0.0 wikitext comb_3 tinyllama nlr_t_lin 1897.865216 2160.06656 6.742989540100098 34.691848 0.0
53
+ 0.37673085927963257 8 0.0 wikitext comb_3 tinyllama nlr_t_lin 1897.865216 2160.06656 6.630740165710449 34.720062 0.0
54
+ 0.0 8 0.0 wikitext comb_7_t tinyllama nlr_t_lin 1904.146432 2174.746624 1.1093063354492188 25.924527 0.0
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+ 0.02063492313027382 8 0.0 wikitext comb_4_t tinyllama nlr_t_lin 1904.080896 2178.940928 1.1070170402526855 19.549906 0.0
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+ 0.4691658616065979 7 0.0 wikitext comb_15_t tinyllama nlr_t_lin 1904.551936 2178.940928 3.586782693862915 15.042203 0.0
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+ 0.4721716046333313 6 0.0 wikitext comb_15_t tinyllama nlr_t_lin 1904.551936 2178.940928 3.745493173599243 15.135254 0.0
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+ 0.4073285758495331 4 0.0 wikitext comb_15_t tinyllama nlr_t_lin 1904.551936 2178.940928 5.53889799118042 15.146649 0.0
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+ 0.45879772305488586 5 0.0 wikitext comb_15_t tinyllama nlr_t_lin 1904.551936 2178.940928 4.2737226486206055 15.162692 0.0
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+ 0.4478554427623749 8 0.0 wikitext comb_15_t tinyllama nlr_t_lin 1904.551936 2178.940928 3.9899139404296875 15.255927 0.0
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+ 0.4716312289237976 7 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 3.6278960704803467 15.447449 0.0
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+ 0.39476528763771057 4 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 5.693153381347656 16.155616 0.0
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+ 0.45319148898124695 5 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 4.351770877838135 16.21261 0.0
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+ 0.45180681347846985 8 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 3.8591816425323486 16.247682 0.0
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+ 0.4667342007160187 6 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 3.7766106128692627 16.613178 0.0
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+ 0.46264776587486267 6 0.0 wikitext comb_8_t tinyllama nlr_t_lin 1906.384896 2181.03808 3.8822555541992188 27.391845 0.0
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+ 0.4711921811103821 6 0.0 wikitext comb_10_t tinyllama nlr_t_lin 1906.384896 2181.03808 3.7106194496154785 27.411855 0.0
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+ 0.40834179520606995 4 0.0 wikitext comb_10_t tinyllama nlr_t_lin 1906.384896 2181.03808 5.6778764724731445 27.416885 0.0
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100
+ 0.0 8 0.0 wikitext comb_11_t tinyllama nlr_t_lin 1389.689856 2499.805184 1.1078732013702393 0.506853 0.0
101
+ 0.37814927101135254 32 0.0 wikitext base tinyllama ---- 4470.547968 4485.808128 6.595952033996582 11.791439 0.0
results/func_by_param_init_method/tinyllama/4/comb_10.png ADDED
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