diff --git "a/data/time_of_day_plots.csv" "b/data/time_of_day_plots.csv"
--- "a/data/time_of_day_plots.csv"
+++ "b/data/time_of_day_plots.csv"
@@ -14,7 +14,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([ 8.89691122, 9.2439955 , 12.25532367, 9.41765652, 8.16779063,
- 9.68003317, 9.16515598, 9.46317973]),
+ 9.68003317, 9.31174723, 9.53415749]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Chronos Hermes (13B)
' ... 'n Time (s)=%{y}'),
@@ -30,7 +30,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([7.70508497, 8.22105715, 6.65112005, 7.63030321, 6.46873097, 7.71056165,
- 7.48229749, 7.7642147 ]),
+ 7.71001099, 8.01242662]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Falcon Instruct (7B)
' ... 'n Time (s)=%{y}'),
@@ -46,7 +46,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([1.18078065, 1.40127108, 1.57747295, 1.08840159, 0.7874893 , 1.23392411,
- 0.95226099, 1.40494084]),
+ 0.93820204, 1.35516539]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=LLaMA-2 Chat (7B)
Tim' ... 'n Time (s)=%{y}'),
@@ -62,7 +62,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([2.87880517, 2.67823627, 3.54754964, 2.77556086, 2.96089393, 2.86933 ,
- 2.89795687, 6.16062396]),
+ 2.88702445, 5.44961244]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Mistral (7B) Instruct v0' ... 'n Time (s)=%{y}'),
@@ -78,7 +78,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([3.61120171, 3.67250515, 3.25550906, 3.54229803, 5.49634713, 3.39331886,
- 4.58049171, 3.62148985]),
+ 4.51018944, 3.61122424]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Mistral-7B-Instruct-v0.2' ... 'n Time (s)=%{y}'),
@@ -91,9 +91,10 @@ plot_object,header,plot_json,description,df,arguments
'textposition': 'auto',
'type': 'bar',
'x': array(['morning', 'afternoon', 'late afternoon', 'evening', 'late evening',
- 'midnight'], dtype=object),
+ 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([3.734026 , 3.22897372, 3.20486431, 3.39764007, 3.38928457, 1.91498798]),
+ 'y': array([3.734026 , 3.22897372, 3.20486431, 3.39764007, 3.38928457, 2.69724945,
+ 4.64674726]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Mixtral-8x7B-Instruct-v0' ... 'n Time (s)=%{y}'),
@@ -125,7 +126,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([2.61315517, 2.46380607, 3.38280375, 2.52796064, 2.7269539 , 2.72056076,
- 2.6603749 , 2.5896554 ]),
+ 2.80865475, 2.69715137]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Qwen 1.5 Chat (7B)
Ti' ... 'n Time (s)=%{y}'),
@@ -141,7 +142,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([2.23411997, 1.83591799, 2.539413 , 2.07159797, 2.32537794, 1.9339115 ,
- 2.34410896, 1.86221581]),
+ 2.28249075, 1.9022796 ]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=RedPajama-INCITE Chat (7' ... 'n Time (s)=%{y}'),
@@ -157,7 +158,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([2.11237209, 1.75581684, 1.8110082 , 1.74369213, 1.96449791, 2.25810586,
- 2.11855465, 1.85668385]),
+ 2.07292815, 1.90677833]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=Snorkel Mistral PairRM D' ... 'n Time (s)=%{y}'),
@@ -173,7 +174,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([22.72927367, 22.5958726 , 34.58626312, 22.35323154, 24.74852074,
- 24.12095545, 22.80718225, 22.17010133]),
+ 24.12095545, 22.67028365, 22.23743205]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=TinyLlama/TinyLlama-1.1B' ... 'n Time (s)=%{y}'),
@@ -205,7 +206,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([3.34789618, 5.20414183, 3.67057666, 3.76860036, 3.08168554, 3.77937591,
- 3.76078713, 3.62654262]),
+ 3.81649607, 3.69171501]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=WizardLM v1.2 (13B)
T' ... 'n Time (s)=%{y}'),
@@ -221,7 +222,7 @@ plot_object,header,plot_json,description,df,arguments
'late evening', 'midnight', 'night'], dtype=object),
'xaxis': 'x',
'y': array([5.14753262, 4.69548333, 7.01990617, 4.93535215, 4.93998982, 5.11581134,
- 5.12459153, 5.04353142]),
+ 5.25510893, 5.11285763]),
'yaxis': 'y'},
{'alignmentgroup': 'True',
'hovertemplate': ('Model=chat-bison (PaLM 2)
T' ... 'n Time (s)=%{y}'),
@@ -363,53 +364,54 @@ plot_object,header,plot_json,description,df,arguments
'domain': [0.0, 1.0],
'title': {'text': 'Time of day'}},
'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Execution Time (s)'}}}
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0,01-ai Yi Chat (34B),early morning,8.896911223729452,394.1666666666667,40.125,Together AI
1,01-ai Yi Chat (34B),morning,9.243995500647504,410.5,40.625,Together AI
2,01-ai Yi Chat (34B),afternoon,12.255323665086614,512.3645833333334,51.59375,Together AI
3,01-ai Yi Chat (34B),late afternoon,9.417656523840767,384.9583333333333,40.125,Together AI
4,01-ai Yi Chat (34B),evening,8.16779062861488,360.8333333333333,39.375,Together AI
5,01-ai Yi Chat (34B),late evening,9.680033167203268,424.5,40.875,Together AI
-6,01-ai Yi Chat (34B),midnight,9.165155977816195,389.65,39.95,Together AI
-7,01-ai Yi Chat (34B),night,9.463179730354472,413.125,40.5625,Together AI
+6,01-ai Yi Chat (34B),midnight,9.311747227774726,397.0625,40.416666666666664,Together AI
+7,01-ai Yi Chat (34B),night,9.534157488562844,416.125,40.875,Together AI
8,Chronos Hermes (13B),early morning,7.70508497012289,461.4761904761905,49.595238095238095,Together AI
9,Chronos Hermes (13B),morning,8.221057146787643,595.375,64.5,Together AI
10,Chronos Hermes (13B),afternoon,6.651120054020601,539.5,76.10416666666667,Together AI
11,Chronos Hermes (13B),late afternoon,7.630303209478205,544.625,62.833333333333336,Together AI
12,Chronos Hermes (13B),evening,6.468730966250102,543.05,72.15,Together AI
13,Chronos Hermes (13B),late evening,7.710561646355523,423.1363636363636,46.31818181818182,Together AI
-14,Chronos Hermes (13B),midnight,7.482297485524958,501.55263157894734,58.89473684210526,Together AI
-15,Chronos Hermes (13B),night,7.764214697091476,546.28,62.56,Together AI
+14,Chronos Hermes (13B),midnight,7.710010987520218,486.5217391304348,54.93478260869565,Together AI
+15,Chronos Hermes (13B),night,8.01242661917651,553.051724137931,62.827586206896555,Together AI
16,Falcon Instruct (7B),early morning,1.1807806547297988,45.6875,8.4375,Together AI
17,Falcon Instruct (7B),morning,1.4012710821060907,47.291666666666664,8.75,Together AI
18,Falcon Instruct (7B),afternoon,1.5774729509611387,36.96875,7.020833333333333,Together AI
19,Falcon Instruct (7B),late afternoon,1.0884015900748116,43.833333333333336,8.166666666666666,Together AI
20,Falcon Instruct (7B),evening,0.7874892950057983,39.2,7.4,Together AI
21,Falcon Instruct (7B),late evening,1.2339241071180864,46.791666666666664,8.708333333333334,Together AI
-22,Falcon Instruct (7B),midnight,0.9522609934210777,37.45,7.075,Together AI
-23,Falcon Instruct (7B),night,1.4049408435821533,50.6,9.32,Together AI
+22,Falcon Instruct (7B),midnight,0.9382020387894068,38.541666666666664,7.270833333333333,Together AI
+23,Falcon Instruct (7B),night,1.3551653915981077,48.206896551724135,8.913793103448276,Together AI
24,LLaMA-2 Chat (7B),early morning,2.8788051708884863,451.5833333333333,62.9375,Together AI
25,LLaMA-2 Chat (7B),morning,2.678236266841059,455.0416666666667,60.791666666666664,Together AI
26,LLaMA-2 Chat (7B),afternoon,3.5475496424569024,477.9479166666667,53.135416666666664,Together AI
27,LLaMA-2 Chat (7B),late afternoon,2.7755608558654785,430.45,62.15,Together AI
28,LLaMA-2 Chat (7B),evening,2.9608939344232734,432.2916666666667,62.333333333333336,Together AI
29,LLaMA-2 Chat (7B),late evening,2.869330001913983,452.7083333333333,63.083333333333336,Together AI
-30,LLaMA-2 Chat (7B),midnight,2.8979568664844217,459.075,63.15,Together AI
-31,LLaMA-2 Chat (7B),night,6.160623960196972,424.70588235294116,57.029411764705884,Together AI
+30,LLaMA-2 Chat (7B),midnight,2.8870244533457656,460.6666666666667,63.166666666666664,Together AI
+31,LLaMA-2 Chat (7B),night,5.449612444639206,433.07142857142856,58.214285714285715,Together AI
32,Mistral (7B) Instruct v0.2 (Together AI),early morning,3.611201712254728,509.75,64.39583333333333,Together AI
33,Mistral (7B) Instruct v0.2 (Together AI),morning,3.6725051470205816,500.82894736842104,63.75,Together AI
34,Mistral (7B) Instruct v0.2 (Together AI),afternoon,3.255509059895914,481.76237623762376,60.7970297029703,Together AI
35,Mistral (7B) Instruct v0.2 (Together AI),late afternoon,3.542298033617545,543.5138888888889,65.65277777777777,Together AI
36,Mistral (7B) Instruct v0.2 (Together AI),evening,5.496347131400273,507.48387096774195,63.774193548387096,Together AI
37,Mistral (7B) Instruct v0.2 (Together AI),late evening,3.3933188574654713,515.2794117647059,66.45588235294117,Together AI
-38,Mistral (7B) Instruct v0.2 (Together AI),midnight,4.5804917102768306,519.4659090909091,65.63636363636364,Together AI
-39,Mistral (7B) Instruct v0.2 (Together AI),night,3.621489847860029,513.0204081632653,64.51020408163265,Together AI
+38,Mistral (7B) Instruct v0.2 (Together AI),midnight,4.510189438914205,517.34375,65.16666666666667,Together AI
+39,Mistral (7B) Instruct v0.2 (Together AI),night,3.6112242429563315,514.7452830188679,64.72641509433963,Together AI
41,Mistral-7B-Instruct-v0.2,morning,3.734026002883911,362.9,58.35,Hugging Face Inference Endpoint
42,Mistral-7B-Instruct-v0.2,afternoon,3.228973722457886,222.0625,32.25,Hugging Face Inference Endpoint
43,Mistral-7B-Instruct-v0.2,late afternoon,3.2048643112182615,219.8625,31.8,Hugging Face Inference Endpoint
44,Mistral-7B-Instruct-v0.2,evening,3.397640073299408,261.18333333333334,40.1,Hugging Face Inference Endpoint
45,Mistral-7B-Instruct-v0.2,late evening,3.389284573495388,175.79375,25.68125,Hugging Face Inference Endpoint
-46,Mistral-7B-Instruct-v0.2,midnight,1.9149879813194275,37.8,2.95,Hugging Face Inference Endpoint
+46,Mistral-7B-Instruct-v0.2,midnight,2.6972494465964183,88.14285714285714,10.607142857142858,Hugging Face Inference Endpoint
+47,Mistral-7B-Instruct-v0.2,night,4.646747261285782,214.0,29.75,Hugging Face Inference Endpoint
48,Mixtral-8x7B-Instruct-v0.1,early morning,4.526968242530536,285.045,41.86,Together AI
49,Mixtral-8x7B-Instruct-v0.1,morning,3.9661054956285575,304.82,47.28,Together AI
50,Mixtral-8x7B-Instruct-v0.1,afternoon,5.362903979589355,369.3192307692308,54.353846153846156,Together AI
@@ -424,32 +426,32 @@ plot_object,header,plot_json,description,df,arguments
59,OpenHermes-2.5-Mistral (7B),late afternoon,2.52796063820521,281.125,32.125,Together AI
60,OpenHermes-2.5-Mistral (7B),evening,2.7269538966092197,254.08333333333334,26.916666666666668,Together AI
61,OpenHermes-2.5-Mistral (7B),late evening,2.720560759305954,281.125,32.125,Together AI
-62,OpenHermes-2.5-Mistral (7B),midnight,2.6603748981769266,271.975,30.575,Together AI
-63,OpenHermes-2.5-Mistral (7B),night,2.5896553993225098,277.06,31.96,Together AI
+62,OpenHermes-2.5-Mistral (7B),midnight,2.8086547496470997,273.4583333333333,30.833333333333332,Together AI
+63,OpenHermes-2.5-Mistral (7B),night,2.6971513723072253,277.63793103448273,31.982758620689655,Together AI
64,Qwen 1.5 Chat (7B),early morning,2.234119971593221,269.0625,30.125,Together AI
65,Qwen 1.5 Chat (7B),morning,1.8359179911406145,253.66666666666666,27.541666666666668,Together AI
66,Qwen 1.5 Chat (7B),afternoon,2.539412996504042,344.93617021276594,37.37234042553192,Together AI
67,Qwen 1.5 Chat (7B),late afternoon,2.0715979735056558,269.0,30.125,Together AI
68,Qwen 1.5 Chat (7B),evening,2.325377941131592,244.375,27.25,Together AI
69,Qwen 1.5 Chat (7B),late evening,1.9339114997697913,253.66666666666666,27.541666666666668,Together AI
-70,Qwen 1.5 Chat (7B),midnight,2.3441089570522307,268.7,30.125,Together AI
-71,Qwen 1.5 Chat (7B),night,1.8622158120075862,269.0,30.125,Together AI
+70,Qwen 1.5 Chat (7B),midnight,2.2824907505765872,262.1458333333333,29.020833333333332,Together AI
+71,Qwen 1.5 Chat (7B),night,1.902279602629798,268.2142857142857,30.017857142857142,Together AI
72,RedPajama-INCITE Chat (7B),early morning,2.1123720943927764,52.82608695652174,4.3478260869565215,Together AI
73,RedPajama-INCITE Chat (7B),morning,1.7558168431986934,57.375,4.791666666666667,Together AI
74,RedPajama-INCITE Chat (7B),afternoon,1.8110081959854474,57.71875,5.302083333333333,Together AI
75,RedPajama-INCITE Chat (7B),late afternoon,1.7436921298503876,59.625,5.0,Together AI
76,RedPajama-INCITE Chat (7B),evening,1.964497913013805,55.125,4.583333333333333,Together AI
77,RedPajama-INCITE Chat (7B),late evening,2.258105857031686,52.875,4.375,Together AI
-78,RedPajama-INCITE Chat (7B),midnight,2.118554650126277,55.575,4.625,Together AI
-79,RedPajama-INCITE Chat (7B),night,1.8566838451053784,55.38,4.7,Together AI
+78,RedPajama-INCITE Chat (7B),midnight,2.072928147845798,56.25,4.6875,Together AI
+79,RedPajama-INCITE Chat (7B),night,1.9067783311561302,55.96551724137931,4.741379310344827,Together AI
80,Snorkel Mistral PairRM DPO (7B),early morning,22.729273674335886,4691.333333333333,100.6875,Together AI
81,Snorkel Mistral PairRM DPO (7B),morning,22.59587260087331,4714.0,104.375,Together AI
82,Snorkel Mistral PairRM DPO (7B),afternoon,34.586263124148054,5710.697916666667,541.0833333333334,Together AI
83,Snorkel Mistral PairRM DPO (7B),late afternoon,22.353231539328892,4714.0,104.375,Together AI
84,Snorkel Mistral PairRM DPO (7B),evening,24.748520737602597,4596.416666666667,92.33333333333333,Together AI
85,Snorkel Mistral PairRM DPO (7B),late evening,24.120955445549704,4623.333333333333,89.625,Together AI
-86,Snorkel Mistral PairRM DPO (7B),midnight,22.80718225087875,4686.8,99.95,Together AI
-87,Snorkel Mistral PairRM DPO (7B),night,22.170101329684258,4498.1,95.54,Together AI
+86,Snorkel Mistral PairRM DPO (7B),midnight,22.670283652366475,4691.333333333333,100.6875,Together AI
+87,Snorkel Mistral PairRM DPO (7B),night,22.237432054110936,4527.879310344828,96.75862068965517,Together AI
88,TinyLlama/TinyLlama-1.1B-Chat-v1.0,early morning,2.0273348593711855,372.13,62.53,Hugging Face Inference Endpoint
89,TinyLlama/TinyLlama-1.1B-Chat-v1.0,morning,1.9041210174560548,372.05,62.6,Hugging Face Inference Endpoint
90,TinyLlama/TinyLlama-1.1B-Chat-v1.0,afternoon,1.8381905496120452,308.795,51.08,Hugging Face Inference Endpoint
@@ -464,16 +466,16 @@ plot_object,header,plot_json,description,df,arguments
107,Vicuna v1.5 (7B),late afternoon,3.768600355495106,324.27272727272725,35.77272727272727,Together AI
108,Vicuna v1.5 (7B),evening,3.0816855430603027,296.1,38.55,Together AI
109,Vicuna v1.5 (7B),late evening,3.779375910758972,292.5416666666667,30.125,Together AI
-110,Vicuna v1.5 (7B),midnight,3.760787125996181,290.125,32.525,Together AI
-111,Vicuna v1.5 (7B),night,3.626542616974224,296.0833333333333,31.458333333333332,Together AI
+110,Vicuna v1.5 (7B),midnight,3.8164960656847273,288.6666666666667,32.5625,Together AI
+111,Vicuna v1.5 (7B),night,3.6917150114096846,293.05357142857144,30.482142857142858,Together AI
112,WizardLM v1.2 (13B),early morning,5.147532618564108,250.89583333333334,27.416666666666668,Together AI
113,WizardLM v1.2 (13B),morning,4.6954833320949385,250.16666666666666,27.458333333333332,Together AI
114,WizardLM v1.2 (13B),afternoon,7.0199061699127885,320.51063829787233,28.43617021276596,Together AI
115,WizardLM v1.2 (13B),late afternoon,4.935352149217025,254.04166666666666,27.833333333333332,Together AI
116,WizardLM v1.2 (13B),evening,4.939989816058766,240.33333333333334,25.791666666666668,Together AI
117,WizardLM v1.2 (13B),late evening,5.11581133660816,226.25,23.0,Together AI
-118,WizardLM v1.2 (13B),midnight,5.1245915309802905,239.825,25.5,Together AI
-119,WizardLM v1.2 (13B),night,5.04353141784668,253.16,28.28,Together AI
+118,WizardLM v1.2 (13B),midnight,5.255108930847862,259.6041666666667,28.125,Together AI
+119,WizardLM v1.2 (13B),night,5.112857627017157,274.37931034482756,31.224137931034484,Together AI
120,chat-bison (PaLM 2),early morning,2.4665334616388592,381.9214285714286,60.892857142857146,Google VertexAI
121,chat-bison (PaLM 2),morning,2.488477897644043,381.73,60.88,Google VertexAI
122,chat-bison (PaLM 2),afternoon,2.6460144804074215,376.28076923076924,55.965384615384615,Google VertexAI
@@ -550,9 +552,10 @@ plot_object,header,plot_json,description,df,arguments
'showlegend': True,
'type': 'scatter',
'x': array(['morning', 'afternoon', 'late afternoon', 'evening', 'late evening',
- 'midnight'], dtype=object),
+ 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([3.734026 , 3.22897372, 3.20486431, 3.39764007, 3.38928457, 1.91498798]),
+ 'y': array([3.734026 , 3.22897372, 3.20486431, 3.39764007, 3.38928457, 2.69724945,
+ 4.64674726]),
'yaxis': 'y'},
{'hovertemplate': ('Provider=Together AI
Time o' ... 'n Time (s)=%{y}'),
'legendgroup': 'Together AI',
@@ -564,9 +567,10 @@ plot_object,header,plot_json,description,df,arguments
'showlegend': True,
'type': 'scatter',
'x': array(['morning', 'afternoon', 'late afternoon', 'evening', 'late evening',
- 'midnight'], dtype=object),
+ 'midnight', 'night'], dtype=object),
'xaxis': 'x',
- 'y': array([3.67250515, 3.25550906, 3.54229803, 5.49634713, 3.39331886, 4.58049171]),
+ 'y': array([3.67250515, 3.25550906, 3.54229803, 5.49634713, 3.39331886, 4.51018944,
+ 3.61122424]),
'yaxis': 'y'}],
'layout': {'legend': {'title': {'text': 'Provider'}, 'tracegroupgap': 0},
'template': '...',
@@ -579,7 +583,7 @@ plot_object,header,plot_json,description,df,arguments
'domain': [0.0, 1.0],
'title': {'text': 'Time of day'}},
'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Execution Time (s)'}}}
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'textposition': 'auto',
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'type': 'bar',
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'textposition': 'auto',
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+ 'x': array([12.34883107]),
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'showlegend': False,
'type': 'scatter',
'x': array(['morning', 'afternoon', 'late afternoon', 'evening', 'late evening',
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'yaxis': 'y'}],
'layout': {'legend': {'tracegroupgap': 0},
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'title': {'text': 'Time of day'}},
'yaxis': {'anchor': 'x', 'domain': [0.0, 1.0], 'title': {'text': 'Execution Time (s)'}}}
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