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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 +111 -0
  8. results/func_by_param_init_method/tinyllama/4/comb_1.png +0 -0
  9. results/func_by_param_init_method/tinyllama/4/comb_13.png +0 -0
  10. results/func_by_param_init_method/tinyllama/4/comb_13_t.png +0 -0
  11. results/func_by_param_init_method/tinyllama/4/comb_16.png +0 -0
  12. results/func_by_param_init_method/tinyllama/4/comb_16_t.png +0 -0
  13. results/func_by_param_init_method/tinyllama/4/comb_17.png +0 -0
  14. results/func_by_param_init_method/tinyllama/4/comb_17_t.png +0 -0
  15. results/func_by_param_init_method/tinyllama/4/comb_1_t.png +0 -0
  16. results/func_by_param_init_method/tinyllama/4/comb_2.png +0 -0
  17. results/func_by_param_init_method/tinyllama/4/comb_2_t.png +0 -0
  18. results/func_by_param_init_method/tinyllama/5/comb_1.png +0 -0
  19. results/func_by_param_init_method/tinyllama/5/comb_11_t.png +0 -0
  20. results/func_by_param_init_method/tinyllama/5/comb_13.png +0 -0
  21. results/func_by_param_init_method/tinyllama/5/comb_13_t.png +0 -0
  22. results/func_by_param_init_method/tinyllama/5/comb_16.png +0 -0
  23. results/func_by_param_init_method/tinyllama/5/comb_16_t.png +0 -0
  24. results/func_by_param_init_method/tinyllama/5/comb_17.png +0 -0
  25. results/func_by_param_init_method/tinyllama/5/comb_17_t.png +0 -0
  26. results/func_by_param_init_method/tinyllama/5/comb_1_t.png +0 -0
  27. results/func_by_param_init_method/tinyllama/5/comb_2.png +0 -0
  28. results/func_by_param_init_method/tinyllama/5/comb_2_t.png +0 -0
  29. results/func_by_param_init_method/tinyllama/5/comb_8.png +0 -0
  30. results/func_by_param_init_method/tinyllama/5/comb_8_t.png +0 -0
  31. results/func_by_param_init_method/tinyllama/6/comb_1.png +0 -0
  32. results/func_by_param_init_method/tinyllama/6/comb_11.png +0 -0
  33. results/func_by_param_init_method/tinyllama/6/comb_11_t.png +0 -0
  34. results/func_by_param_init_method/tinyllama/6/comb_13.png +0 -0
  35. results/func_by_param_init_method/tinyllama/6/comb_13_t.png +0 -0
  36. results/func_by_param_init_method/tinyllama/6/comb_16.png +0 -0
  37. results/func_by_param_init_method/tinyllama/6/comb_16_t.png +0 -0
  38. results/func_by_param_init_method/tinyllama/6/comb_17.png +0 -0
  39. results/func_by_param_init_method/tinyllama/6/comb_17_t.png +0 -0
  40. results/func_by_param_init_method/tinyllama/6/comb_1_t.png +0 -0
  41. results/func_by_param_init_method/tinyllama/6/comb_2.png +0 -0
  42. results/func_by_param_init_method/tinyllama/6/comb_2_t.png +0 -0
  43. results/func_by_param_init_method/tinyllama/6/comb_8.png +0 -0
  44. results/func_by_param_init_method/tinyllama/6/comb_8_t.png +0 -0
  45. results/func_by_param_init_method/tinyllama/7/comb_1.png +0 -0
  46. results/func_by_param_init_method/tinyllama/7/comb_11.png +0 -0
  47. results/func_by_param_init_method/tinyllama/7/comb_11_t.png +0 -0
  48. results/func_by_param_init_method/tinyllama/7/comb_13.png +0 -0
  49. results/func_by_param_init_method/tinyllama/7/comb_13_t.png +0 -0
  50. results/func_by_param_init_method/tinyllama/7/comb_16.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 18.553229 0.0
3
+ 0.37713611125946045 8 0.0 wikitext ao_woq tinyllama fixed 1631.725568 1988.100096 6.605966091156006 15.447135 0.0
4
+ 0.0 4 0.0 wikitext comb_18 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.110665202140808 19.631324 0.0
5
+ 0.0 5 0.0 wikitext comb_18 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.110665202140808 19.631324 0.0
6
+ 0.0 6 0.0 wikitext comb_18 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.110665202140808 19.631324 0.0
7
+ 0.0 7 0.0 wikitext comb_18 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.110665202140808 19.631324 0.0
8
+ 0.0 8 0.0 wikitext comb_18 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.110665202140808 19.631324 0.0
9
+ 0.0 4 0.0 wikitext comb_9 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.1093063354492188 25.886796 0.0
10
+ 0.0 5 0.0 wikitext comb_9 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.1093063354492188 25.886796 0.0
11
+ 0.0 6 0.0 wikitext comb_9 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.1093063354492188 25.886796 0.0
12
+ 0.0 7 0.0 wikitext comb_9 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.1093063354492188 25.886796 0.0
13
+ 0.0 8 0.0 wikitext comb_9 tinyllama rnd_search_t_lin 1895.561216 2157.969408 1.1093063354492188 25.886796 0.0
14
+ 0.37767645716667175 6 0.0 wikitext comb_16 tinyllama rnd_search_t_lin 1896.032256 2157.969408 6.699823379516602 15.02133 0.0
15
+ 0.37436679005622864 7 0.0 wikitext comb_16 tinyllama rnd_search_t_lin 1896.032256 2157.969408 6.755382537841797 15.371048 0.0
16
+ 0.33991897106170654 4 0.0 wikitext comb_16 tinyllama rnd_search_t_lin 1896.032256 2157.969408 7.798666477203369 15.372681 0.0
17
+ 0.377001017332077 8 0.0 wikitext comb_16 tinyllama rnd_search_t_lin 1896.032256 2157.969408 6.6611762046813965 15.46577 0.0
18
+ 0.36467409133911133 5 0.0 wikitext comb_16 tinyllama rnd_search_t_lin 1896.032256 2157.969408 7.099486351013184 15.656416 0.0
19
+ 0.3763255476951599 7 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.663349628448486 15.488689 0.0
20
+ 0.37858834862709045 6 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.501583099365234 16.285869 0.0
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+ 0.3469773828983307 4 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 7.655362606048584 16.587519 0.0
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+ 0.37727120518684387 8 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.604811191558838 16.617152 0.0
23
+ 0.3676123023033142 5 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.966304302215576 16.693741 0.0
24
+ 0.0031746034510433674 7 0.0 wikitext comb_11 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1137089729309082 27.239143 0.0
25
+ 0.014285716228187084 6 0.0 wikitext comb_11 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1484264135360718 27.296336 0.0
26
+ 0.0 4 0.0 wikitext comb_11 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1165803670883179 27.299414 0.0
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+ 0.0 5 0.0 wikitext comb_11 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1165803670883179 27.299414 0.0
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+ 0.0 4 0.0 wikitext comb_3 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.113740086555481 27.37191 0.0
29
+ 0.0 5 0.0 wikitext comb_3 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.113740086555481 27.37191 0.0
30
+ 0.0 6 0.0 wikitext comb_3 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.113740086555481 27.37191 0.0
31
+ 0.0 7 0.0 wikitext comb_3 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.113740086555481 27.37191 0.0
32
+ 0.0 8 0.0 wikitext comb_3 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.113740086555481 27.37191 0.0
33
+ 0.0 4 0.0 wikitext comb_7 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1158870458602905 27.659592 0.0
34
+ 0.0 5 0.0 wikitext comb_7 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1158870458602905 27.659592 0.0
35
+ 0.0 6 0.0 wikitext comb_7 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1158870458602905 27.659592 0.0
36
+ 0.0 7 0.0 wikitext comb_7 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1158870458602905 27.659592 0.0
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+ 0.0 8 0.0 wikitext comb_7 tinyllama rnd_search_t_lin 1897.394176 2160.06656 1.1158870458602905 27.659592 0.0
38
+ 0.37744003534317017 6 0.0 wikitext comb_8 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.721347808837891 27.551339 0.0
39
+ 0.3392772674560547 4 0.0 wikitext comb_17 tinyllama rnd_search_t_lin 1897.865216 2160.06656 7.81934928894043 27.572687 0.0
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+ 0.3792637884616852 6 0.0 wikitext comb_2 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.686599254608154 27.59128 0.0
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+ 0.25910165905952454 8 0.0 wikitext comb_11 tinyllama rnd_search_t_lin 1897.865216 2160.06656 11.20016098022461 27.623232 0.0
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+ 0.37689971923828125 7 0.0 wikitext comb_17 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.712018966674805 27.652062 0.0
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+ 0.3765619993209839 6 0.0 wikitext comb_17 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.675408840179443 27.662642 0.0
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+ 0.21087470650672913 4 0.0 wikitext comb_13 tinyllama rnd_search_t_lin 1897.865216 2160.06656 14.46696949005127 27.672359 0.0
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+ 0.36659911274909973 5 0.0 wikitext comb_13 tinyllama rnd_search_t_lin 1897.865216 2160.06656 7.092386722564697 27.687561 0.0
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+ 0.37720364332199097 6 0.0 wikitext comb_13 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.693451404571533 27.713842 0.0
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+ 0.37635931372642517 8 0.0 wikitext comb_2 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.657894611358643 27.732906 0.0
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+ 0.37534621357917786 8 0.0 wikitext comb_17 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.662107467651367 27.734675 0.0
50
+ 0.3768659234046936 8 0.0 wikitext comb_13 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.631992816925049 27.751974 0.0
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+ 0.37727120518684387 7 0.0 wikitext comb_13 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.713733196258545 27.76419 0.0
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+ 0.37612298130989075 7 0.0 wikitext comb_2 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.741753101348877 27.813049 0.0
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+ 0.3660925626754761 5 0.0 wikitext comb_8 tinyllama rnd_search_t_lin 1897.865216 2160.06656 7.09657621383667 27.883078 0.0
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+ 0.36518070101737976 5 0.0 wikitext comb_17 tinyllama rnd_search_t_lin 1897.865216 2160.06656 7.095232009887695 28.064312 0.0
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+ 0.36740967631340027 5 0.0 wikitext comb_2 tinyllama rnd_search_t_lin 1897.865216 2160.06656 7.084217071533203 28.076771 0.0
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+ 0.3767646253108978 8 0.0 wikitext comb_1 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.63077974319458 34.80159 0.0
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+ 0.3375886380672455 4 0.0 wikitext comb_1 tinyllama rnd_search_t_lin 1897.865216 2160.06656 7.9102630615234375 35.015008 0.0
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+ 0.3776426911354065 6 0.0 wikitext comb_1 tinyllama rnd_search_t_lin 1897.865216 2160.06656 6.7046284675598145 35.017795 0.0
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+ 0.36534956097602844 5 0.0 wikitext comb_1 tinyllama rnd_search_t_lin 1897.865216 2160.06656 7.113324165344238 35.165557 0.0
63
+ 0.0 8 0.0 wikitext comb_9_t tinyllama rnd_search_t_lin 1904.146432 2174.746624 1.1093063354492188 26.048659 0.0
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+ 0.0 8 0.0 wikitext comb_18_t tinyllama rnd_search_t_lin 1904.080896 2178.940928 1.1087045669555664 19.822905 0.0
65
+ 0.4080040752887726 4 0.0 wikitext comb_16_t tinyllama rnd_search_t_lin 1904.551936 2178.940928 5.477011680603027 15.406331 0.0
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+ 0.4693347215652466 6 0.0 wikitext comb_16_t tinyllama rnd_search_t_lin 1904.551936 2178.940928 3.7175943851470947 15.516381 0.0
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68
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+ 0.4619385302066803 5 0.0 wikitext comb_16_t tinyllama rnd_search_t_lin 1904.551936 2178.940928 4.270049571990967 17.091392 0.0
70
+ 0.4678487181663513 6 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 3.7950546741485596 16.400252 0.0
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+ 0.4660250246524811 7 0.0 wikitext comb_17_t tinyllama rnd_search_t_lin 1906.384896 2181.03808 3.7680349349975586 27.863658 0.0
100
+ 0.4597771465778351 5 0.0 wikitext comb_1_t tinyllama rnd_search_t_lin 1906.384896 2181.03808 4.2496819496154785 34.939541 0.0
101
+ 0.40547114610671997 4 0.0 wikitext comb_1_t tinyllama rnd_search_t_lin 1906.384896 2181.03808 5.543252944946289 34.959377 0.0
102
+ 0.4734887182712555 7 0.0 wikitext comb_1_t tinyllama rnd_search_t_lin 1906.384896 2181.03808 3.5750131607055664 34.960078 0.0
103
+ 0.4670044183731079 8 0.0 wikitext comb_1_t tinyllama rnd_search_t_lin 1906.384896 2181.03808 3.832333564758301 35.094977 0.0
104
+ 0.4757852256298065 6 0.0 wikitext comb_1_t tinyllama rnd_search_t_lin 1906.384896 2181.03808 3.693084955215454 35.732101 0.0
105
+ 0.0 4 0.0 wikitext comb_15 tinyllama rnd_search_t_lin 1381.170176 2487.222272 1.11955988407135 0.523504 0.0
106
+ 0.0 5 0.0 wikitext comb_15 tinyllama rnd_search_t_lin 1381.170176 2487.222272 1.11955988407135 0.523504 0.0
107
+ 0.0 6 0.0 wikitext comb_15 tinyllama rnd_search_t_lin 1381.170176 2487.222272 1.11955988407135 0.523504 0.0
108
+ 0.0 7 0.0 wikitext comb_15 tinyllama rnd_search_t_lin 1381.170176 2487.222272 1.11955988407135 0.523504 0.0
109
+ 0.0 8 0.0 wikitext comb_15 tinyllama rnd_search_t_lin 1381.170176 2487.222272 1.11955988407135 0.523504 0.0
110
+ 0.0 8 0.0 wikitext comb_15_t tinyllama rnd_search_t_lin 1389.689856 2499.805184 1.1195592880249023 0.513876 0.0
111
+ 0.37814927101135254 32 0.0 wikitext base tinyllama ---- 4470.547968 4485.808128 6.595952033996582 11.602875 0.0
results/func_by_param_init_method/tinyllama/4/comb_1.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_13.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_13_t.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_16.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_16_t.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_17.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_17_t.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_1_t.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_2.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_2_t.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_1.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_11_t.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_13.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_13_t.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_16.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_16_t.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_17.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_17_t.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_1_t.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_2.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_2_t.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_8.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_8_t.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_1.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_11.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_11_t.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_13.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_13_t.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_16.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_16_t.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_17.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_17_t.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_1_t.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_2.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_2_t.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_8.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_8_t.png ADDED
results/func_by_param_init_method/tinyllama/7/comb_1.png ADDED
results/func_by_param_init_method/tinyllama/7/comb_11.png ADDED
results/func_by_param_init_method/tinyllama/7/comb_11_t.png ADDED
results/func_by_param_init_method/tinyllama/7/comb_13.png ADDED
results/func_by_param_init_method/tinyllama/7/comb_13_t.png ADDED
results/func_by_param_init_method/tinyllama/7/comb_16.png ADDED