dist-ir/notebooks/euromlsys21_grid_search_results.csv

1	dp_degree	hp_degree	pp_degree	num_microbatches	throughput
2	1	1	1	1	3725.9179555393866
3	1	1	2	2	3985.7971836614115
4	1	1	2	4	4542.716324201109
5	1	1	2	8	4820.721008762217
6	1	1	2	16	4843.572497165431
7	1	1	2	32	4614.520034780173
8	1	2	1	1	7189.391772456083
9	2	1	1	1	7480.758101733661
10	1	1	4	2	5365.482003270898
11	1	1	4	4	6466.998742401352
12	1	1	4	8	7728.3203473113745
13	1	1	4	16	8370.796996618274
14	1	1	4	32	8342.477928885293
15	1	2	2	2	7677.698546608693
16	1	2	2	4	8730.680910242387
17	1	2	2	8	9256.996393865662
18	1	2	2	16	9306.25121550463
19	1	2	2	32	8885.927769651396
20	1	4	1	1	13432.623850081438
21	2	1	2	2	7920.922532737013
22	2	1	2	4	8947.45768118587
23	2	1	2	8	9327.85522113048
24	2	1	2	16	9066.54608529222
25	2	1	2	32	8158.077120218315
26	2	2	1	1	14719.775419593561
27	4	1	1	1	14487.991684885004
28	1	1	8	2	6044.3445735389505
29	1	1	8	4	9016.3740744645
30	1	1	8	8	11134.212939349129
31	1	1	8	16	13218.619408052013
32	1	1	8	32	14032.262925847794
33	1	2	4	2	10243.84327821541
34	1	2	4	4	12288.306351118621
35	1	2	4	8	14602.623575188682
36	1	2	4	16	15778.906591833696
37	1	2	4	32	15746.138168682552
38	1	4	2	2	14300.908599185812
39	1	4	2	4	16196.535102356605
40	1	4	2	8	17146.577677644156
41	1	4	2	16	17255.543459539465
42	1	4	2	32	16541.884896850665
43	1	8	1	1	23740.835708210394
44	2	1	4	2	10639.342129736227
45	2	1	4	4	12694.038279526807
46	2	1	4	8	14914.029880701697
47	2	1	4	16	15655.002896064268
48	2	1	4	32	14779.946116154462
49	2	2	2	2	15582.801337183679
50	2	2	2	4	17616.077578988057
51	2	2	2	8	18380.66044930061
52	2	2	2	16	17886.302203395837
53	2	2	2	32	16121.423311864688
54	2	4	1	1	28385.36418528214
55	4	1	2	2	15008.29474067255
56	4	1	2	4	16588.5782916072
57	4	1	2	8	16724.336077774955
58	4	1	2	16	15404.250496888693
59	4	2	1	1	28791.48086154887
60	8	1	1	1	27251.020952596467
61	1	1	16	2	6421.99415213455
62	1	1	16	4	10535.130784696448
63	1	1	16	8	15462.81484360334
64	1	1	16	16	18784.157080490615
65	1	1	16	32	21432.53672620121
66	1	2	8	2	11466.979383547598
67	1	2	8	4	16869.95448217133
68	1	2	8	8	20635.386925177754
69	1	2	8	16	24277.562862630894
70	1	2	8	32	25701.893290472137
71	1	4	4	2	18782.466288666874
72	1	4	4	4	22345.543838799786
73	1	4	4	8	26299.071398099346
74	1	4	4	16	28302.767120153032
75	1	4	4	32	28305.79834886332
76	1	8	2	2	25147.895860714772
77	1	8	2	4	28294.06671230084
78	1	8	2	8	29879.454061060584
79	1	8	2	16	30119.33920062498
80	1	8	2	32	29061.184361332525
81	1	16	1	1	38521.59516927127
82	2	1	8	2	11972.54128393037
83	2	1	8	4	17673.889707086262
84	2	1	8	8	21427.11620568719
85	2	1	8	16	24701.41920307578
86	2	1	8	32	24949.451691107755
87	2	2	4	2	20894.520623800752
88	2	2	4	4	24957.428296432154
89	2	2	4	8	29355.087531256737
90	2	2	4	16	30856.61347625499
91	2	2	4	32	29184.549431511503
92	2	4	2	2	30104.223536720678
93	2	4	2	4	34071.99915388367
94	2	4	2	8	35604.23880128381
95	2	4	2	16	34725.61545266781
96	2	4	2	32	31410.1312763742
97	2	8	1	1	53323.820780816524
98	4	1	4	2	19801.490812098185
99	4	1	4	4	22960.29411847873
100	4	1	4	8	25916.710054116433
101	4	1	4	16	25781.231482617583
102	4	2	2	2	29694.906941447574
103	4	2	2	4	32873.426462497584
104	4	2	2	8	33185.289912224056
105	4	2	2	16	30604.2022816486
106	4	4	1	1	55313.02392496291
107	8	1	2	2	27158.58325769633
108	8	1	2	4	28950.37512370123
109	8	1	2	8	27710.987579880337
110	8	1	2	16	23681.009881682592
111	8	2	1	1	55154.65848659023
112	16	1	1	1	48703.34702492232