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tinyllama-c213539445fb

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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 +89 -0
  8. results/func_by_param_init_method/tinyllama/4/comb_6.png +0 -0
  9. results/func_by_param_init_method/tinyllama/5/comb_6.png +0 -0
  10. results/func_by_param_init_method/tinyllama/6/comb_6.png +0 -0
  11. results/func_by_param_init_method/tinyllama/7/comb_11.png +0 -0
  12. results/func_by_param_init_method/tinyllama/7/comb_6.png +0 -0
  13. results/func_by_param_init_method/tinyllama/8/comb_11.png +0 -0
  14. results/func_by_param_init_method/tinyllama/8/comb_6.png +0 -0
  15. results/results.txt +90 -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 +1,89 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ accuracy bits clip dataset method model params peak_mem_alloc_mb peak_mem_reserv_mb perplexity time_ms wer
2
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+ 0.3676123023033142 5 0.0 wikitext woq tinyllama fixed 1896.111616 2160.06656 6.966304302215576 16.223318 0.0
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+ 0.0 4 0.0 wikitext comb_1 tinyllama rnd_search 1381.170176 2487.222272 1.1105608940124512 0.560938 0.0
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+ 0.37814927101135254 32 0.0 wikitext base tinyllama ---- 4470.547968 4485.808128 6.595952033996582 11.866603 0.0
results/func_by_param_init_method/tinyllama/4/comb_6.png ADDED
results/func_by_param_init_method/tinyllama/5/comb_6.png ADDED
results/func_by_param_init_method/tinyllama/6/comb_6.png ADDED
results/func_by_param_init_method/tinyllama/7/comb_11.png ADDED
results/func_by_param_init_method/tinyllama/7/comb_6.png ADDED
results/func_by_param_init_method/tinyllama/8/comb_11.png ADDED
results/func_by_param_init_method/tinyllama/8/comb_6.png ADDED
results/results.txt ADDED
@@ -0,0 +1,90 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ | | accuracy | bits | clip | dataset | method | model | params | peak_mem_alloc_mb | peak_mem_reserv_mb | perplexity | time_ms | wer |
2
+ |---:|-----------:|-------:|-------:|:----------|:---------|:----------|:-----------|--------------------:|---------------------:|-------------:|----------:|------:|
3
+ | 0 | 0 | 4 | 0 | wikitext | comb_2 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.30216 | 19.6928 | 0 |
4
+ | 1 | 0 | 5 | 0 | wikitext | comb_2 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.30216 | 19.6928 | 0 |
5
+ | 2 | 0 | 6 | 0 | wikitext | comb_2 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.30216 | 19.6928 | 0 |
6
+ | 3 | 0 | 7 | 0 | wikitext | comb_2 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.30216 | 19.6928 | 0 |
7
+ | 4 | 0 | 8 | 0 | wikitext | comb_2 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.30216 | 19.6928 | 0 |
8
+ | 5 | 0 | 4 | 0 | wikitext | comb_10 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.10931 | 25.9368 | 0 |
9
+ | 6 | 0 | 5 | 0 | wikitext | comb_10 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.10931 | 25.9368 | 0 |
10
+ | 7 | 0 | 6 | 0 | wikitext | comb_10 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.10931 | 25.9368 | 0 |
11
+ | 8 | 0 | 7 | 0 | wikitext | comb_10 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.10931 | 25.9368 | 0 |
12
+ | 9 | 0 | 8 | 0 | wikitext | comb_10 | tinyllama | rnd_search | 1895.56 | 2157.97 | 1.10931 | 25.9368 | 0 |
13
+ | 10 | 0.368018 | 5 | 0 | wikitext | comb_6 | tinyllama | rnd_search | 1896.03 | 2157.97 | 6.96525 | 15.0673 | 0 |
14
+ | 11 | 0.378588 | 6 | 0 | wikitext | comb_6 | tinyllama | rnd_search | 1896.03 | 2157.97 | 6.50013 | 15.1892 | 0 |
15
+ | 12 | 0.346977 | 4 | 0 | wikitext | comb_6 | tinyllama | rnd_search | 1896.03 | 2157.97 | 7.64424 | 15.2022 | 0 |
16
+ | 13 | 0.376528 | 7 | 0 | wikitext | comb_6 | tinyllama | rnd_search | 1896.03 | 2157.97 | 6.65895 | 15.2262 | 0 |
17
+ | 14 | 0.377136 | 8 | 0 | wikitext | comb_6 | tinyllama | rnd_search | 1896.03 | 2157.97 | 6.60597 | 15.8344 | 0 |
18
+ | 15 | 0.367612 | 5 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 6.9663 | 16.2233 | 0 |
19
+ | 16 | 0.378588 | 6 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 6.50158 | 16.237 | 0 |
20
+ | 17 | 0.377271 | 8 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 6.60481 | 16.293 | 0 |
21
+ | 18 | 0.346977 | 4 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 7.65536 | 16.5177 | 0 |
22
+ | 19 | 0.376326 | 7 | 0 | wikitext | woq | tinyllama | fixed | 1896.11 | 2160.07 | 6.66335 | 17.2497 | 0 |
23
+ | 20 | 0 | 4 | 0 | wikitext | comb_14 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.2921 | 0 |
24
+ | 21 | 0 | 5 | 0 | wikitext | comb_14 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.2921 | 0 |
25
+ | 22 | 0 | 6 | 0 | wikitext | comb_14 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.2921 | 0 |
26
+ | 23 | 0 | 7 | 0 | wikitext | comb_14 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.2921 | 0 |
27
+ | 24 | 0 | 8 | 0 | wikitext | comb_14 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.2921 | 0 |
28
+ | 25 | 0 | 4 | 0 | wikitext | comb_0 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.3366 | 0 |
29
+ | 26 | 0 | 5 | 0 | wikitext | comb_0 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.3366 | 0 |
30
+ | 27 | 0 | 6 | 0 | wikitext | comb_0 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.3366 | 0 |
31
+ | 28 | 0 | 7 | 0 | wikitext | comb_0 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.3366 | 0 |
32
+ | 29 | 0 | 8 | 0 | wikitext | comb_0 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.3366 | 0 |
33
+ | 30 | 0 | 4 | 0 | wikitext | comb_12 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.4863 | 0 |
34
+ | 31 | 0 | 5 | 0 | wikitext | comb_12 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.4863 | 0 |
35
+ | 32 | 0 | 6 | 0 | wikitext | comb_12 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.4863 | 0 |
36
+ | 33 | 0 | 7 | 0 | wikitext | comb_12 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.4863 | 0 |
37
+ | 34 | 0 | 8 | 0 | wikitext | comb_12 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.4863 | 0 |
38
+ | 35 | 0 | 4 | 0 | wikitext | comb_13 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.11842 | 27.494 | 0 |
39
+ | 36 | 0 | 5 | 0 | wikitext | comb_13 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.11842 | 27.494 | 0 |
40
+ | 37 | 0 | 6 | 0 | wikitext | comb_13 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.11842 | 27.494 | 0 |
41
+ | 38 | 0 | 7 | 0 | wikitext | comb_13 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.11842 | 27.494 | 0 |
42
+ | 39 | 0 | 8 | 0 | wikitext | comb_13 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.11842 | 27.494 | 0 |
43
+ | 40 | 0 | 4 | 0 | wikitext | comb_18 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.5068 | 0 |
44
+ | 41 | 0 | 5 | 0 | wikitext | comb_18 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.5068 | 0 |
45
+ | 42 | 0 | 6 | 0 | wikitext | comb_18 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.5068 | 0 |
46
+ | 43 | 0 | 7 | 0 | wikitext | comb_18 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.5068 | 0 |
47
+ | 44 | 0 | 8 | 0 | wikitext | comb_18 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 27.5068 | 0 |
48
+ | 45 | 0 | 4 | 0 | wikitext | comb_4 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10953 | 27.5601 | 0 |
49
+ | 46 | 0 | 5 | 0 | wikitext | comb_4 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10953 | 27.5601 | 0 |
50
+ | 47 | 0 | 6 | 0 | wikitext | comb_4 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10953 | 27.5601 | 0 |
51
+ | 48 | 0 | 7 | 0 | wikitext | comb_4 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10953 | 27.5601 | 0 |
52
+ | 49 | 0 | 8 | 0 | wikitext | comb_4 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10953 | 27.5601 | 0 |
53
+ | 50 | 0 | 4 | 0 | wikitext | comb_16 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 34.6402 | 0 |
54
+ | 51 | 0 | 5 | 0 | wikitext | comb_16 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 34.6402 | 0 |
55
+ | 52 | 0 | 6 | 0 | wikitext | comb_16 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 34.6402 | 0 |
56
+ | 53 | 0 | 7 | 0 | wikitext | comb_16 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 34.6402 | 0 |
57
+ | 54 | 0 | 8 | 0 | wikitext | comb_16 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 34.6402 | 0 |
58
+ | 55 | 0 | 4 | 0 | wikitext | comb_9 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.7648 | 0 |
59
+ | 56 | 0 | 5 | 0 | wikitext | comb_9 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.7648 | 0 |
60
+ | 57 | 0 | 6 | 0 | wikitext | comb_9 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.7648 | 0 |
61
+ | 58 | 0 | 7 | 0 | wikitext | comb_9 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.7648 | 0 |
62
+ | 59 | 0 | 8 | 0 | wikitext | comb_9 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.7648 | 0 |
63
+ | 60 | 0 | 4 | 0 | wikitext | comb_8 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9072 | 0 |
64
+ | 61 | 0 | 5 | 0 | wikitext | comb_8 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9072 | 0 |
65
+ | 62 | 0 | 6 | 0 | wikitext | comb_8 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9072 | 0 |
66
+ | 63 | 0 | 7 | 0 | wikitext | comb_8 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9072 | 0 |
67
+ | 64 | 0 | 8 | 0 | wikitext | comb_8 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9072 | 0 |
68
+ | 65 | 0 | 4 | 0 | wikitext | comb_5 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9973 | 0 |
69
+ | 66 | 0 | 5 | 0 | wikitext | comb_5 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9973 | 0 |
70
+ | 67 | 0 | 6 | 0 | wikitext | comb_5 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9973 | 0 |
71
+ | 68 | 0 | 7 | 0 | wikitext | comb_5 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9973 | 0 |
72
+ | 69 | 0 | 8 | 0 | wikitext | comb_5 | tinyllama | rnd_search | 1897.39 | 2160.07 | 1.10931 | 40.9973 | 0 |
73
+ | 70 | 0.374232 | 8 | 0 | wikitext | comb_11 | tinyllama | rnd_search | 1897.87 | 2160.07 | 6.91896 | 27.8077 | 0 |
74
+ | 71 | 0.351402 | 7 | 0 | wikitext | comb_11 | tinyllama | rnd_search | 1897.87 | 2160.07 | 7.25636 | 27.8724 | 0 |
75
+ | 72 | 0 | 4 | 0 | wikitext | comb_7 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.12747 | 0.527124 | 0 |
76
+ | 73 | 0 | 5 | 0 | wikitext | comb_7 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.12747 | 0.527124 | 0 |
77
+ | 74 | 0 | 6 | 0 | wikitext | comb_7 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.12747 | 0.527124 | 0 |
78
+ | 75 | 0 | 7 | 0 | wikitext | comb_7 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.12747 | 0.527124 | 0 |
79
+ | 76 | 0 | 8 | 0 | wikitext | comb_7 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.12747 | 0.527124 | 0 |
80
+ | 77 | 0 | 4 | 0 | wikitext | comb_1 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.11056 | 0.560938 | 0 |
81
+ | 78 | 0 | 5 | 0 | wikitext | comb_1 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.11056 | 0.560938 | 0 |
82
+ | 79 | 0 | 6 | 0 | wikitext | comb_1 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.11056 | 0.560938 | 0 |
83
+ | 80 | 0 | 7 | 0 | wikitext | comb_1 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.11056 | 0.560938 | 0 |
84
+ | 81 | 0 | 8 | 0 | wikitext | comb_1 | tinyllama | rnd_search | 1381.17 | 2487.22 | 1.11056 | 0.560938 | 0 |
85
+ | 82 | 0 | 4 | 0 | wikitext | comb_17 | tinyllama | rnd_search | 2225.07 | 2747.27 | 1.10931 | 99.8538 | 0 |
86
+ | 83 | 0 | 5 | 0 | wikitext | comb_17 | tinyllama | rnd_search | 2225.07 | 2747.27 | 1.10931 | 99.8538 | 0 |
87
+ | 84 | 0 | 6 | 0 | wikitext | comb_17 | tinyllama | rnd_search | 2225.07 | 2747.27 | 1.10931 | 99.8538 | 0 |
88
+ | 85 | 0 | 7 | 0 | wikitext | comb_17 | tinyllama | rnd_search | 2225.07 | 2747.27 | 1.10931 | 99.8538 | 0 |
89
+ | 86 | 0 | 8 | 0 | wikitext | comb_17 | tinyllama | rnd_search | 2225.07 | 2747.27 | 1.10931 | 99.8538 | 0 |
90
+ | 87 | 0.378149 | 32 | 0 | wikitext | base | tinyllama | ---- | 4470.55 | 4485.81 | 6.59595 | 11.8666 | 0 |