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Adds final graphs

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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 +99 -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_11.png +0 -0
  10. results/func_by_param_init_method/tinyllama/4/comb_11_t.png +0 -0
  11. results/func_by_param_init_method/tinyllama/4/comb_15.png +0 -0
  12. results/func_by_param_init_method/tinyllama/4/comb_15_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_18.png +0 -0
  16. results/func_by_param_init_method/tinyllama/4/comb_18_t.png +0 -0
  17. results/func_by_param_init_method/tinyllama/4/comb_1_t.png +0 -0
  18. results/func_by_param_init_method/tinyllama/4/comb_5.png +0 -0
  19. results/func_by_param_init_method/tinyllama/4/comb_5_t.png +0 -0
  20. results/func_by_param_init_method/tinyllama/5/comb_1.png +0 -0
  21. results/func_by_param_init_method/tinyllama/5/comb_11.png +0 -0
  22. results/func_by_param_init_method/tinyllama/5/comb_11_t.png +0 -0
  23. results/func_by_param_init_method/tinyllama/5/comb_15.png +0 -0
  24. results/func_by_param_init_method/tinyllama/5/comb_15_t.png +0 -0
  25. results/func_by_param_init_method/tinyllama/5/comb_17.png +0 -0
  26. results/func_by_param_init_method/tinyllama/5/comb_17_t.png +0 -0
  27. results/func_by_param_init_method/tinyllama/5/comb_18.png +0 -0
  28. results/func_by_param_init_method/tinyllama/5/comb_18_t.png +0 -0
  29. results/func_by_param_init_method/tinyllama/5/comb_1_t.png +0 -0
  30. results/func_by_param_init_method/tinyllama/5/comb_5.png +0 -0
  31. results/func_by_param_init_method/tinyllama/5/comb_5_t.png +0 -0
  32. results/func_by_param_init_method/tinyllama/6/comb_1.png +0 -0
  33. results/func_by_param_init_method/tinyllama/6/comb_11.png +0 -0
  34. results/func_by_param_init_method/tinyllama/6/comb_11_t.png +0 -0
  35. results/func_by_param_init_method/tinyllama/6/comb_15.png +0 -0
  36. results/func_by_param_init_method/tinyllama/6/comb_15_t.png +0 -0
  37. results/func_by_param_init_method/tinyllama/6/comb_17.png +0 -0
  38. results/func_by_param_init_method/tinyllama/6/comb_17_t.png +0 -0
  39. results/func_by_param_init_method/tinyllama/6/comb_18.png +0 -0
  40. results/func_by_param_init_method/tinyllama/6/comb_18_t.png +0 -0
  41. results/func_by_param_init_method/tinyllama/6/comb_1_t.png +0 -0
  42. results/func_by_param_init_method/tinyllama/6/comb_5.png +0 -0
  43. results/func_by_param_init_method/tinyllama/6/comb_5_t.png +0 -0
  44. results/func_by_param_init_method/tinyllama/7/comb_1.png +0 -0
  45. results/func_by_param_init_method/tinyllama/7/comb_11.png +0 -0
  46. results/func_by_param_init_method/tinyllama/7/comb_11_t.png +0 -0
  47. results/func_by_param_init_method/tinyllama/7/comb_15.png +0 -0
  48. results/func_by_param_init_method/tinyllama/7/comb_15_t.png +0 -0
  49. results/func_by_param_init_method/tinyllama/7/comb_16_t.png +0 -0
  50. results/func_by_param_init_method/tinyllama/7/comb_17.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
@@ -0,0 +1,99 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 17.273502 0.0
3
+ 0.37713611125946045 8 0.0 wikitext ao_woq tinyllama fixed 1631.725568 1988.100096 6.605966091156006 15.464737 0.0
4
+ 0.0 4 0.0 wikitext comb_2 tinyllama nlr_t_cos 1895.561216 2157.969408 1.110665202140808 19.506796 0.0
5
+ 0.0 5 0.0 wikitext comb_2 tinyllama nlr_t_cos 1895.561216 2157.969408 1.110665202140808 19.506796 0.0
6
+ 0.0 6 0.0 wikitext comb_2 tinyllama nlr_t_cos 1895.561216 2157.969408 1.110665202140808 19.506796 0.0
7
+ 0.0 7 0.0 wikitext comb_2 tinyllama nlr_t_cos 1895.561216 2157.969408 1.110665202140808 19.506796 0.0
8
+ 0.0 8 0.0 wikitext comb_2 tinyllama nlr_t_cos 1895.561216 2157.969408 1.110665202140808 19.506796 0.0
9
+ 0.0 4 0.0 wikitext comb_6 tinyllama nlr_t_cos 1895.561216 2157.969408 1.1093066930770874 25.951501 0.0
10
+ 0.0 5 0.0 wikitext comb_6 tinyllama nlr_t_cos 1895.561216 2157.969408 1.1093066930770874 25.951501 0.0
11
+ 0.0 6 0.0 wikitext comb_6 tinyllama nlr_t_cos 1895.561216 2157.969408 1.1093066930770874 25.951501 0.0
12
+ 0.0 7 0.0 wikitext comb_6 tinyllama nlr_t_cos 1895.561216 2157.969408 1.1093066930770874 25.951501 0.0
13
+ 0.0 8 0.0 wikitext comb_6 tinyllama nlr_t_cos 1895.561216 2157.969408 1.1093066930770874 25.951501 0.0
14
+ 0.37666329741477966 8 0.0 wikitext comb_15 tinyllama nlr_t_cos 1896.032256 2157.969408 6.648800373077393 15.354923 0.0
15
+ 0.3748733401298523 6 0.0 wikitext comb_15 tinyllama nlr_t_cos 1896.032256 2157.969408 6.820584297180176 15.400125 0.0
16
+ 0.3736913502216339 7 0.0 wikitext comb_15 tinyllama nlr_t_cos 1896.032256 2157.969408 6.751272678375244 15.454488 0.0
17
+ 0.34924009442329407 5 0.0 wikitext comb_15 tinyllama nlr_t_cos 1896.032256 2157.969408 7.594409942626953 15.50935 0.0
18
+ 0.3253292739391327 4 0.0 wikitext comb_15 tinyllama nlr_t_cos 1896.032256 2157.969408 8.2924222946167 80.313301 0.0
19
+ 0.3676123023033142 5 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.966304302215576 15.71814 0.0
20
+ 0.3763255476951599 7 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.663349628448486 16.263233 0.0
21
+ 0.37858834862709045 6 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.501583099365234 16.319107 0.0
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+ 0.37727120518684387 8 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.604811191558838 16.52232 0.0
23
+ 0.3469773828983307 4 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 7.655362606048584 16.631256 0.0
24
+ 0.0 4 0.0 wikitext comb_16 tinyllama nlr_t_cos 1897.394176 2160.06656 1.1097609996795654 27.299263 0.0
25
+ 0.0 5 0.0 wikitext comb_16 tinyllama nlr_t_cos 1897.394176 2160.06656 1.1097609996795654 27.299263 0.0
26
+ 0.0 6 0.0 wikitext comb_16 tinyllama nlr_t_cos 1897.394176 2160.06656 1.1097609996795654 27.299263 0.0
27
+ 0.0 7 0.0 wikitext comb_16 tinyllama nlr_t_cos 1897.394176 2160.06656 1.1097609996795654 27.299263 0.0
28
+ 0.2252279669046402 8 0.0 wikitext comb_16 tinyllama nlr_t_cos 1897.865216 2160.06656 14.04646110534668 27.617842 0.0
29
+ 0.3525835871696472 5 0.0 wikitext comb_1 tinyllama nlr_t_cos 1897.865216 2160.06656 7.4643402099609375 27.618445 0.0
30
+ 0.3734549283981323 6 0.0 wikitext comb_18 tinyllama nlr_t_cos 1897.865216 2160.06656 6.796352863311768 27.634453 0.0
31
+ 0.3767646253108978 8 0.0 wikitext comb_11 tinyllama nlr_t_cos 1897.865216 2160.06656 6.656345844268799 27.649035 0.0
32
+ 0.32374197244644165 4 0.0 wikitext comb_1 tinyllama nlr_t_cos 1897.865216 2160.06656 8.319616317749023 27.651394 0.0
33
+ 0.3745694160461426 7 0.0 wikitext comb_18 tinyllama nlr_t_cos 1897.865216 2160.06656 6.72044563293457 27.652361 0.0
34
+ 0.376156747341156 8 0.0 wikitext comb_18 tinyllama nlr_t_cos 1897.865216 2160.06656 6.630317687988281 27.689084 0.0
35
+ 0.3275582790374756 4 0.0 wikitext comb_17 tinyllama nlr_t_cos 1897.865216 2160.06656 8.22994327545166 27.689607 0.0
36
+ 0.3764606714248657 8 0.0 wikitext comb_1 tinyllama nlr_t_cos 1897.865216 2160.06656 6.661276817321777 27.699539 0.0
37
+ 0.34839582443237305 5 0.0 wikitext comb_18 tinyllama nlr_t_cos 1897.865216 2160.06656 7.647418022155762 27.710874 0.0
38
+ 0.10634921491146088 4 0.0 wikitext comb_11 tinyllama nlr_t_cos 1897.865216 2160.06656 30.070602416992188 27.763632 0.0
39
+ 0.37467071413993835 6 0.0 wikitext comb_17 tinyllama nlr_t_cos 1897.865216 2160.06656 6.81356954574585 27.784927 0.0
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+ 0.37531235814094543 6 0.0 wikitext comb_11 tinyllama nlr_t_cos 1897.865216 2160.06656 6.806519508361816 27.791478 0.0
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+ 0.32080379128456116 4 0.0 wikitext comb_18 tinyllama nlr_t_cos 1897.865216 2160.06656 8.386785507202148 27.804149 0.0
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+ 0.3751097619533539 6 0.0 wikitext comb_1 tinyllama nlr_t_cos 1897.865216 2160.06656 6.7922749519348145 27.867727 0.0
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+ 0.357007771730423 5 0.0 wikitext comb_11 tinyllama nlr_t_cos 1897.865216 2160.06656 7.284257411956787 27.872181 0.0
44
+ 0.37213778495788574 7 0.0 wikitext comb_17 tinyllama nlr_t_cos 1897.865216 2160.06656 6.771554470062256 27.875014 0.0
45
+ 0.3724755346775055 8 0.0 wikitext comb_17 tinyllama nlr_t_cos 1897.865216 2160.06656 6.673147678375244 27.916161 0.0
46
+ 0.3731847405433655 7 0.0 wikitext comb_11 tinyllama nlr_t_cos 1897.865216 2160.06656 6.725313186645508 27.940089 0.0
47
+ 0.32056736946105957 4 0.0 wikitext comb_5 tinyllama nlr_t_cos 1897.865216 2160.06656 8.467190742492676 34.826638 0.0
48
+ 0.37666332721710205 8 0.0 wikitext comb_5 tinyllama nlr_t_cos 1897.865216 2160.06656 6.642918109893799 34.866518 0.0
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+ 0.3473488688468933 5 0.0 wikitext comb_5 tinyllama nlr_t_cos 1897.865216 2160.06656 7.6465630531311035 34.867739 0.0
50
+ 0.3736575245857239 6 0.0 wikitext comb_5 tinyllama nlr_t_cos 1897.865216 2160.06656 6.787628173828125 34.887924 0.0
51
+ 0.3745693862438202 7 0.0 wikitext comb_5 tinyllama nlr_t_cos 1897.865216 2160.06656 6.77103328704834 34.983605 0.0
52
+ 0.37527865171432495 7 0.0 wikitext comb_1 tinyllama nlr_t_cos 1897.865216 2160.06656 6.781797409057617 92.792433 0.0
53
+ 0.3545761704444885 5 0.0 wikitext comb_17 tinyllama nlr_t_cos 1897.865216 2160.06656 7.373105525970459 164.897234 0.0
54
+ 0.0 8 0.0 wikitext comb_6_t tinyllama nlr_t_cos 1904.146432 2174.746624 1.1093064546585083 26.064358 0.0
55
+ 0.45829111337661743 5 0.0 wikitext comb_15_t tinyllama nlr_t_cos 1904.551936 2178.940928 4.286688327789307 14.874225 0.0
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+ 0.4453563094139099 8 0.0 wikitext comb_15_t tinyllama nlr_t_cos 1904.551936 2178.940928 3.865349531173706 15.273815 0.0
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+ 0.46612632274627686 6 0.0 wikitext comb_15_t tinyllama nlr_t_cos 1904.551936 2178.940928 3.8285183906555176 15.312788 0.0
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+ 0.4024316072463989 4 0.0 wikitext comb_15_t tinyllama nlr_t_cos 1904.551936 2178.940928 5.8045501708984375 15.378119 0.0
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+ 0.07149612158536911 8 0.0 wikitext comb_2_t tinyllama nlr_t_cos 1904.551936 2178.940928 103.67589569091797 19.611062 0.0
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+ 0.4624113440513611 7 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 3.828017473220825 15.412666 0.0
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+ 0.4543059766292572 5 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 4.472318649291992 15.836024 0.0
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+ 0.3932793438434601 4 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 5.886220932006836 16.018407 0.0
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+ 0.44971296191215515 8 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 3.8546481132507324 16.512828 0.0
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+ 0.46811890602111816 6 0.0 wikitext woq_t tinyllama fixed 1904.631296 2181.03808 3.754751205444336 16.861097 0.0
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+ 0.4606214463710785 5 0.0 wikitext comb_11_t tinyllama nlr_t_cos 1906.384896 2181.03808 4.118396282196045 27.500181 0.0
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+ 0.39763596653938293 4 0.0 wikitext comb_17_t tinyllama nlr_t_cos 1906.384896 2181.03808 5.837778568267822 27.636964 0.0
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+ 0.3996622860431671 4 0.0 wikitext comb_18_t tinyllama nlr_t_cos 1906.384896 2181.03808 5.787833213806152 27.654003 0.0
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+ 0.453731894493103 8 0.0 wikitext comb_18_t tinyllama nlr_t_cos 1906.384896 2181.03808 3.8278918266296387 27.685211 0.0
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+ 0.12549814581871033 8 0.0 wikitext comb_16_t tinyllama nlr_t_cos 1906.384896 2181.03808 23.189165115356445 27.693785 0.0
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+ 0.12485646456480026 7 0.0 wikitext comb_16_t tinyllama nlr_t_cos 1906.384896 2181.03808 22.226238250732422 27.700058 0.0
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+ 0.37814927101135254 32 0.0 wikitext base tinyllama ---- 4470.547968 4485.808128 6.595952033996582 11.802097 0.0
results/func_by_param_init_method/tinyllama/4/comb_1.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_11.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_11_t.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_15.png ADDED
results/func_by_param_init_method/tinyllama/4/comb_15_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
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