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Predictive Assessment and Compressive Strength Test of Geopolymer Concrete Mix as a Partial Replacement to Conventional Concrete Mix with Artificial Neural Network Application

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28 July 2024

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30 July 2024

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Abstract
Geopolymers, made from aluminosilicate raw materials, offer significant environmental advantages over conventional concrete (CC) mixes. This study explores the compressive strength, setting time, and durability of geopolymer concrete (GPC) cylinders, some of which include an additional ordinary portland cement (OPC) mix. Consistent material composition and testing methods are emphasized to achieve reliable results. MATLAB was utilized to develop and assess a neural network model predicting the compressive strength of GPC based on key variables. The model was validated using 16 experimental samples and 1047 samples from various studies. The performance plot displayed the Mean Squared Error (MSE) over iterations, identifying the best training performance at epoch 658 with an MSE of 5.3408. The Error Histogram highlighted distribution errors between predicted and actual compressive strength values, with the highest range from -1.015 to 0.3587, meaning that the predicted values were mostly within a small margin of error from the actual values. This narrow error range indicates that the ANN model has high accuracy in its predictions, as most errors are small and clustered around zero, demonstrating reliable performance in estimating compressive strength. Regression analysis showed varying correlation coefficients (training set R=0.98373, test set R=0.88164, and whole set R=0.96982), indicating adequate predictive accuracy. The results demonstrate that properly trained neural networks can effectively predict the compressive strength of GPC, highlighting its potential as a sustainable construction material.
Keywords: 
Subject: Engineering  -   Civil Engineering

1. Introduction

The construction industries in the Philippines mostly utilize concrete when it comes to infrastructure projects. However, there are many downsides to conventional concrete (CC) mixes utilized nowadays. The materials employed in some of the current construction materials and the waste produced are not environmentally friendly. The global carbon footprint has been significantly impacted by the manufacture of ordinary portland cement (OPC), leading to ongoing environmental issues [1]. Conventional concrete mixes (CCMs) are among the most popular building materials utilized worldwide to develop structures, including buildings, infrastructures, roads, and bridges. Despite being a good building material, ordinary portland cement production produces a lot of CO2 [2]. On the other hand, several studies have shown that geopolymers have remarkably lower Carbon dioxide emissions [3]. According to the study of Bagci et al., geopolymer concrete (GPC) cylinders also has higher compressive strength and low shrinkage quick setting, acidity and heat resistance, low thermal conductivity, and other desirable properties [4].
In 1979, Davidovits initially proposed geopolymers made of semi-crystalline, three-dimensional aluminosilicate components. When a highly concentrated aqueous alkali hydroxide-silicate solution is applied to an aluminosilicate raw material, including slag, fly ash, calcined clay, etc., geopolymer, an amorphous, 3-D inorganic polymer, is created. Compared to Portland cement, geopolymers produce 80% less CO2 [5]. Geopolymer innovation is still in its early stages. Because these combinations are sensitive to several factors, using them correctly requires training.
Geopolymer concrete mix (GCM) has the potential to exhibit better mechanical properties than traditional concrete, including higher compressive strength, lower permeability, and greater durability [6]. However, the production of GCM is still experimental, and predictive assessments must be needed to determine its mechanical properties. Artificial Neural Networks (ANNs) have shown great potential for modeling and predicting complex systems, including the mechanical properties of concrete. ANNs can be used to model the relationships between various factors and the mechanical properties of GCM, including its constituent materials, curing conditions, and mixing proportions [7].
The proposed research aims to develop an ANN-based predictive model to assess the compressive strength of the GCMs. Using ANNs for the predictive assessment of GCM provides an efficient and reliable method for determining its mechanical properties. The developed ANN model can optimize the GCM design, reducing the need for expensive and time-consuming experimental testing. Moreover, the model can be used to assess the effects of various factors on the mechanical properties of GCM and optimize its production process [8].
As shown in Figure 1, the research started by identifying the mechanical properties that affect the compressive strength of the GCM, including the proportion of cementitious materials, aggregates, alkaline activators, etc. These factors are used as input variables in the ANN model, while the compressive strength is the output variable.

1.1. Objectives

This section may be divided by subheadings. It should provide a concise and precise description of the experimental results, their interpretation, as well as the experimental conclusions that can be drawn.
Furthermore, this research aims to fulfill and accomplish the following specific objectives:
  • Justify how ANNs can contribute to predictively analyzing and determining the compressive strength of geopolymer concrete;
  • Refer to the related literature on various geopolymer material properties and compressive strength;
  • Conduct experiments for prototyping geopolymer concrete and compressive strength tests;
  • Use neural networks to effectively determine the compressive strength of geopolymer concrete aligned to the experimental data; and
  • Analyze the approaches of neural networks in determining the compressive strength of GPC.

1.2. Conceptual Framework

As shown in Figure 2, the conceptual framework exhibits the initial to final phases of the research that the study undertook in achieving the objectives, desired result, and conclusion.

2. Materials and Methods

2.1. Research Materials

Research materials are essential for the preparation and testing of GPC. The materials include alkaline activators, supplementary cementitious materials, aggregates, and other additives required to produce the GPC mix. The equipment consists of tools for mixing, casting, curing, and testing concrete specimens. These research materials are employed to investigate GPC’‘s’ properties, strength, and performance, enhancing our understanding and advancement of this alternative construction material. It also includes sodium hydroxide, sodium silicate, superplasticizer, fly ash (Class F), water, mixed aggregate (sand and gravel), cooking spray, and a wooden spoon [9].

2.2. Data Gathering Procedures

The research problem and objectives are determined to ensure that the data gathered is written in an organized manner and taken into account during the experiment. This aids in determining what data needs to be collected and what techniques are needed to gather it. Then, the researchers determine the sample size, which, in this study’‘s’ case, involves identifying the GPC mix and CC mix samples that will be tested.
Next, the appropriate data collection methods must be chosen based on the research problem and objectives. In this study, experimentation was considered a data-gathering method. Then, the data collection plan must be developed, which includes a detailed description of the data collection methods, data sources, and data collection tools to be used.
The data collection tools and methods were developed based on the sources reviewed in the literature to ensure their effectiveness and reliability. This aids in identifying any issues that may arise during data collection and addressing them before starting the actual experimentation. During the actual experimentation, the collected data must be accurate and consistent. After collecting the data, the researchers analyzed them using the proposed statistical method, ANNs, to determine the geopolymer and CC mix’‘s’ predictive assessment and compressive strength.

2.3. Research Design

Various data sources are utilized to evaluate the properties and performance of the GPC mix. These sources include water absorption tests, concrete curing tests, and concrete compressive strength tests. Each of these tests provides specific information related to the particle size distribution, porosity, moisture absorption, grading, curing conditions, and load-bearing capacity of the GPC. The data obtained from these tests helps assess the workability, durability, and overall strength of the GPC, contributing to a comprehensive understanding of its suitability as an alternative to CC. The study aims to gain insights into the characteristics and behavior of GPC, facilitating its further development and application in the construction industry.

2.4. Geopolymer Concrete Experiment

The experimentation to manufacture GPC was based on relevant references, such as articles containing information regarding GPC prototyping [9,10,11]. GPC is said to be the most improved type of concrete after OPC concrete. To prove this, experiments justifying the advantages of GPC, such as greater strength and durability, are necessary. Moreover, in conducting several tests, prototyping the GPC sample is required to produce cylinders.
The researchers conducted an experiment to produce 14 GPC samples and 2 CC samples. Table 1 below shows the density in kg/m3 of ingredients and components in each concrete sample from GPC1 to CC2.

2.5. GPC and CC Casting

The fine aggregates were then measured according to the designated percentage. The mix percentage of each cylinder is shown in Table 2. These mix ratios were strategically chosen to evaluate their combined properties, aiming to find an optimal balance between strength, durability, and sustainability. Specifically, it ranges from pure geopolymer (100% GP Mixture) to pure (100% OPC Mixture), with various intermediate ratios (e.g., 70%/30%, 50%/50%, 40%/60%, 15%/85%). These variations were selected based on a combination of factors, including preliminary experimental results, and practical considerations such as workability and setting time.

2.6. Water Absorption Test

To assess the porosity as well as the permeability of the mixture, water absorption tests are carried out on the concrete samples. These tests aid in evaluating the concrete’‘s’ efficiency and longevity under actual conditions, particularly in areas where humidity is a concern. The concrete specimens were then weighed after removing from the molds weighing their dry weight before submerging them in water for 28 days, this guarantees that water is completely absorbed into the pores of the concrete. After 28 days, the researchers proceed to surface drying, the specimens are weighed afterward. The percentage of water that the concrete absorbed throughout the submerged period is shown by the weight increase [12]. Generally, to compute the Water Absorption, Equation (1) is used:
WA% = ((Weight of water absorbed)/(Dry weight of the sample))*100%
Water absorption is determined by dividing the weight of water absorbed by the sample’‘s’ dry weight, stated as a percentage.

2.7. Compressive Strength Test

This is performed to determine GPC’‘s’ load-bearing capacity and strength characteristics. It involves subjecting cured concrete specimens to increasing compressive loads until failure occurs. The maximum load applied and the corresponding failure point are recorded to calculate the compressive strength. This data is crucial for assessing GPC’‘s’ structural performance and suitability in practical applications. The step-by-step procedure for this test is according to the ASTM C39 and other relevant references [13,14].
Figure 3 shows how ASTM’‘s’ C39 is done, illustrating the fracture patterns that occur when a concrete sample is compressed.

2.8. Artificial Neural Network

This ANN system aims to provide a reliable and accurate prediction model for concrete compressive strength evaluation. The statistical treatment involved rigorous analysis and optimization of the ANN architecture, training parameters, and input variables to ensure optimal performance and generalizability. By implementing appropriate statistical techniques, such as data preprocessing, feature selection, and model evaluation, the researchers aimed to create an ANN system that produces accurate predictions of concrete compressive strength and serves as a foundation for future researchers in the field [15].
The statistical treatment allows the identification of significant variables and the determination of their respective contributions to the overall predictive performance of the ANN model.
Developing this ANN system with a robust statistical treatment enhances its potential for broader applicability and generalization. It provides a reliable framework that can be used as a benchmark for future studies on concrete compressive strength prediction using ANNs. [16] The formulation of this working ANN system contributes to advancing research in the field, facilitating further investigations and enabling the comparison and validation of future models and methodologies. [17]
The validity of the strength model was verified using actual experimental data and experimental data from various sources. Test results were compiled for concrete, including fly ash, coarse and fine aggregates, GGBFS, and cement. It was decided to ensure these mixtures presented all the data needed for such an assessment and were a corresponding group controlling all the key factors affecting GPC strength. Given that 16 samples were produced in the experiment for the study, the current researchers also examined 1047 concrete samples from multiple studies and added them. [18,19,20,21,22] As shown in Appendix A, the following data are used as the input and output parameters for the ANN model.
The researchers utilized MATLAB to develop and assess the neural network model for this study. The independent variables included Fly Ash, Sand, Gravel, GGBFS, Portland Cement, Superplasticizers, Sodium Hydroxide, Water, and Sodium Silicate. The dependent variable was the concrete samples’’ Compressive Strength (MPa).
In MATLAB, the researchers implemented various neural network architectures to determine the most accurate model for predicting the compressive strength of GPC. The researchers ended up using the Neural Network Fitting of the software. The data was split into training, validation, and testing sets in the following proportions: 70% training data, 10% validation data, and 20% test data. This ensured the model’‘s’ integrity and accuracy. Training involved adjusting the network parameters to minimize prediction errors, while validation helped run the model to prevent overfitting. The testing phase evaluated the model’‘s’ performance on unseen data, ensuring its reliability.
Critical parameters for the neural network included a layer size of 15 using Bayesian Regularization. Bayesian Regularization was employed to improve generalization by reducing the risk of overfitting, especially with complex models.
The key performance parameters include Mean Squared Error (MSE), which measures the average squared difference between predicted and actual values, and the R-value, indicating the strength of the linear relationship between these values. Training state parameters consist of the gradient, reflecting the rate of change of the loss function; Mu, related to Bayesian Regularization to prevent overfitting; the number of parameters, representing the model’‘s’ complexity; sum squared parameters, which help promote simpler models by penalizing large weights; and validation checks, ensuring consistent performance without overfitting. Additionally, experimental parameters involved various ratios of geopolymer concrete (GPC) and Ordinary Portland Cement (OPC) mixes, such as 100% GPC, mixtures with different proportions of GPC and OPC, and 100% OPC. These parameters collectively contribute to evaluating and optimizing the ANN model’‘s’ ability to predict the compressive strength of geopolymer concrete mixes.

3. Results

3.1. Casting Observation and Outcomes of the Specimens

Proportions were made to test each component’‘s’ effectiveness in increasing the concrete’‘s’ compressive strength. Regarding proportionality, GPC1-GPC6 followed the 3-3-1 mix ratio, while GPC8-GPC14 was based on the 3-2-1 mix ratio. Considering all the factors, the following observations are made.
According to Table 2 in geopolymer concrete (GPC) and Conventional Concrete (CC) casting, GPC5-GPC6 containing 30% geopolymer Mixture and 70% Conventional Mixture and GPC8 containing 60% geopolymer mixture and 40% Conventional mixture, have the highest compressive strength observed in Table 4. These observations aid the researchers to associate the mixing proportions to its respective compressive strengths and identify the most effective proportions in achieving the desired results.
Figure 4 shows the outcome of the concrete cylinders GPC 1, GPC 3, GPC 5, GPC7, and CC1 after 36 hours of casting.
The ratio of cement to aggregates affects the strength of concrete. Too much water or cement can weaken concrete and make it fragile. A proper mix ratio guarantees that the concrete reaches its optimal strength. Concrete constructions can last longer by using the right mix ratios, especially in tough settings. For instance, a mix that contains more cement might be less vulnerable to chemical deterioration. [23]

3.2. Water Absorption Test Results

Table 3 shows the lightness and heaviness of concrete cylinders and the outcomes of the Water Absorption test by weight and percentage.
When all factors are considered, water absorption tests generate important information that aids in evaluating the general performance and overall quality of the concrete, guaranteeing that it satisfies the requirements for the purpose for which it is designed.

3.3. Compressive Strength Test

This study also aims to achieve a 20-30 mpa compressive strength in each sample because it is under the recommended concrete strength [24,25]. While some failed to achieve this, three samples out of 16 achieved a higher compressive strength than others. This aided the researchers to observe what factors to consider for higher compressive strength. Table 4 shows the number of days and the compressive strength of each sample tested in the lab.
Adding OPC to GPC’‘s’ mixture is essential because it can change its strength, setting time, and durability. Thus, compressive strength testing is conducted to comprehend the impacts of the cement additive and improve the mix design for applications.
It was clear from evaluating the samples and assessing the data that they satisfied the requirement and had appropriate handling, consistent material composition, and precise testing methods. On the other hand, there was evidence of variability in one or more of these areas in the samples that did not reach the criteria. Moreover, a thorough assessment of the material procurement, mix design, and testing procedures is advised to find and fix any strength issues. Doing this guarantees that every sample satisfies the requirements and enhances the consistency and dependability of compressive strength.

3.4. Artificial Neural Network: Fitting

Several graphs and results were considered to evaluate the model’‘s’ performance comprehensively:
A.
Performance. The performance plot demonstrates that the ANN model effectively learns and predicts the compressive strength of GPC. As shown in Figure 5, the best training performance is 5.3408 at epoch 658, which shows that the model has been trained with minimal errors.
B.
Error Histogram. This provided a visual representation of the distribution errors between the predicted and actual compressive strength values. As shown in Figure 6, this helped understand the model‘s’ accuracy and identify any significant outliers. The highest distribution is between -1.015 to 0.3587. The errors are mostly small and clustered around zero, indicating the model’s predictions are accurate and reliable.
C.
Regression. Figure 7 displays the correlation between the predicted and actual compressive strength values for the training, validation, and sets. High correlation coefficients (close to 1) indicated predictive solid performance. In this case, the training set resulted in R=0.98373, Test to R=0.88164, and All set to R=0.96982. The training set shows a very strong correlation between predicted and actual values during training. The test set, while lower than the training set, still shows a good correlation.
D.
Training State. Figure 8 shows the progress of the training process, including the following:
a.
Gradient (0.49901 at epoch 659). This suggests that the training process is converging well and the model is reaching its optimal state. This is important for ensuring that the model is not overfitting or underfitting and is learning effectively.
b.
Mu (50000000000 at epoch 659) indicates strong regularization, ensuring that the model generalizes well to unseen data by avoiding overfitting, which keeps it smart and balanced.
c.
Num Parameters (110.7105 at epoch 659). The value here indicates a balanced model complexity suited for the dataset size and problem.
d.
Sum Squared Parameters showing 183.1633 at epoch 659 ensures that the model is not overly complex, which is important for consistent performance across different datasets.
e.
Validation Checks (0 at epoch 659). Zero validation checks imply that this model consistently performed well on the validation set, indicating a stable training process without overfitting.
Following this, the data is ready for the neural network to be trained. To guarantee that the data is appropriate for training, this involved preprocessing procedures such as feature selection and scaling.
The study demonstrated that neural networks, when properly trained and validated, could effectively predict the compressive strength of GPC based on the given independent variables. The use of MATLAB provided a platform for the development, training, and assessment of these neural network models, contributing to the advancement of predictive analytics in concrete technology.

4. Conclusions

In this study, GPC and CC specimens were made by applying varying proportions of fly ash, OPC, and GGBFS. NaOH (14 Molarity) and Na2Si2O3 were the alkaline solutions employed. The samples were cured for 28 days at room temperature before tests were performed to determine their compressive strength and water absorption. The data was analyzed, and the following conclusions were made.
Increasing GGBFS enhanced the strength and prolonged the binding time at room temperature. The binding period was almost three days for GPC1, GPC2, GPC3, and GPC4, but only twenty-four hours for GPC5-GPC6 and CC1-CC2. When designing a GPC mix, determining the mass percentage of water to geopolymer solids is crucial; adding too much water will weaken the concrete.
GPC proves to have better workability when properly mixed with OPC. In conclusion, GPC Mix is more effective as an additive to Ordinary Concrete Mix. Not only are GCMs more eco-friendly, but they are also less expensive than OPCs. Incorporating this study will indeed promote sustainable construction and improve the construction industry‘s’ resourcefulness.
Moreover, ANNs have been proven effective in assessing and predicting the compressive strength of concrete. Based on our analysis, the Mean Squared Error (MSE) varies from approximately 5 to approximately 33, which indicates a gap. However, other performance metrics suggest that the model is in a good state, and the high R-value justifies the selection of these results. To further enhance the model‘s’ accuracy and reduce errors, the researchers recommend conducting additional training. Given the data set contains over a thousand samples, more extensive training can help minimize errors. Future studies should pay close attention to the values throughout the training process to ensure consistent and reliable performance. ANN models help evaluate and forecast concrete strength based on various input parameters since the models can capture complex links and nonlinear patterns in the data.

Supplementary Materials

Not applicable

Author Contributions

Conceptualization, H.B.D.L.; Methodology, H.B.D.L., I.R.P.C., and L.G.C.Q.; Validation, C.J.L.M.; Formal analysis, H.B.D.L., and L.G.C.Q.; Investigation, H.B.D.L., and I.R.P.C.; Data curation, H.B.D.L., and L.G.C.Q.; Writing—original draft, H.B.D.L., and I.R.P.C.; Visualization, H.B.D.L., and I.R.P.C.; Supervision, C.J.L.M; Project administration, H.B.D.L. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding

Institutional Review Board Statement

Not applicable

Informed Consent Statement

Not applicable

Data Availability Statement

The original contributions presented in the study are included in the article, further inquiries can be directed to the corresponding authors.

Acknowledgments

The corresponding authors thank their thesis panels, as they significantly contributed to the thesis defense and asked insightful and encouraging questions and have provided feedback that improved the study’s quality. Moreover, the corresponding authors would also like to express their heartfelt appreciation to their family, friends, and loved ones for their continuous motivation, prayers, and support.

Conflicts of Interest

The authors declare no conflicts of interest.

Appendix. Overall Input and Output Data Used in Neural Network Modelling

This section contains 16 data samples from the actual experiment and 1047 data samples referencing from the study of [18,19,20,21,22], arranged from independent variables (Fly Ash, Sand, Gravel, GGBFS, Portland Cement, Superplasticizers, Water, and Sodium Silicate) to dependent variable (Compressive Strength).
Sample Name Fly Ash (kg/m3) Sand (kg/m3) Gravel (kg/m3) GGBFS (kg/m3) Portland Cement (kg/m3) Superplasticizers ((kg/m3) Sodium Hydroxide (kg/m3) Water (kg/m3) Sodium Silicate (kg/m3) Compressive Strength (mPa)
GPC1 3013.68 3671.50 6002.50 744.56 0.00 37.12 264.00 287.00 1793.25 0.91
GPC2 3013.68 3671.50 6002.50 744.56 0.00 37.12 264.00 287.00 1793.25 0.71
GPC3 2659.13 2900.00 9003.75 1595.48 0.00 39.77 96.50 284.00 3945.00 5.35
GPC4 2659.13 2900.00 9003.75 1595.48 0.00 39.77 96.50 284.00 3945.00 2.69
GPC5 2785.50 4350.00 6780.75 835.65 2708.25 0.00 0.00 200.00 0.00 24.09
GPC6 2785.50 4350.00 6780.75 835.65 2708.25 0.00 0.00 200.00 0.00 30.94
CC1 0.00 4350.00 6780.75 0.00 2708.25 0.00 0.00 150.00 0.00 18.10
CC2 0.00 4350.00 6780.75 0.00 2708.25 0.00 0.00 150.00 0.00 17.54
GPC7 1063.65 3500.00 6002.50 319.10 1950.03 31.82 176.00 287.00 1195.50 7.98
GPC8 709.10 4944.00 6927.50 354.55 472.73 0.00 223.50 0.00 1372.50 21.91
GPC9 709.10 4944.00 6927.50 354.55 472.73 0.00 223.50 0.00 1372.50 14.79
GPC10 493.50 4339.00 7357.50 364.50 728.50 0.00 148.00 564.35 986.40 13.48
GPC11 493.50 4339.00 7357.50 364.50 728.50 0.00 148.00 564.35 986.40 14.83
GPC12 586.00 5013.00 7961.50 381.00 594.50 0.00 176.50 106.23 1233.00 16.39
GPC13 827.50 4000.00 6090.50 354.55 352.00 0.00 58.42 0.00 1541.58 7.24
GPC 14 827.50 4000.00 6090.50 354.55 352.00 0.00 58.42 0.00 1541.58 5.42
CC 0.00 670.00 1160.00 0.00 380.00 15.00 0.00 171.00 0.00 36.23
GPC1 323.00 670.00 1160.00 19.00 0.00 15.00 57.00 0.00 114.00 30.21
GPC2 304.00 670.00 1160.00 38.00 0.00 15.00 57.00 0.00 114.00 33.80
GPC3 285.00 670.00 1160.00 57.00 0.00 15.00 57.00 0.00 114.00 38.70
GPC4 266.00 670.00 1160.00 76.00 0.00 15.00 57.00 0.00 114.00 40.23
Mix1 450.00 600.00 1200.00 0.00 0.00 9.00 80.00 0.00 120.00 30 mpa
Miz2 410.00 521.80 1142.70 0.00 0.00 8.20 110.00 2.30 120.00 25 mpa
Mix1 428.00 630.00 1170.00 0.00 0.00 8.50 49.00 43.00 122.00 30.00
Mix 2 444.00 630.00 1170.00 0.00 0.00 9.00 44.00 43.00 111.00 30.00
Mix3 428.00 630.00 1170.00 0.00 0.00 8.50 57.00 43.00 114.00 40.00
Mix4A 428.00 630.00 1170.00 0.00 0.00 8.50 49.00 43.00 122.00 28.00
Mix 4B 428.00 630.00 1170.00 0.00 0.00 8.50 49.00 43.00 122.00 32.00
Mix 5A 428.00 630.00 1170.00 0.00 0.00 8.50 49.00 43.00 122.00 32.00
Mix 5B 428.00 630.00 1170.00 0.00 0.00 13.00 49.00 43.00 122.00 30.00
Mix 5C 428.00 630.00 1170.00 0.00 0.00 17.00 49.00 43.00 122.00 29.00
Mix 6A 428.00 630.00 1170.00 0.00 0.00 8.50 49.00 43.00 122.00 36.00
Mix 6B 428.00 630.00 1170.00 0.00 0.00 8.50 49.00 43.00 122.00 45.00
1 0.00 676.00 1040.00 0.00 540.00 2.50 0.00 162.00 0.00 79.99
2 0.00 676.00 1055.00 0.00 540.00 2.50 0.00 162.00 0.00 61.89
3 0.00 594.00 932.00 142.50 332.50 0.00 0.00 228.00 0.00 40.27
4 0.00 594.00 932.00 142.50 332.50 0.00 0.00 228.00 0.00 41.05
5 0.00 825.50 978.40 132.40 198.60 0.00 0.00 192.00 0.00 44.30
6 0.00 670.00 932.00 114.00 266.00 0.00 0.00 228.00 0.00 47.03
7 0.00 594.00 932.00 95.00 380.00 0.00 0.00 228.00 0.00 43.70
8 0.00 594.00 932.00 95.00 380.00 0.00 0.00 228.00 0.00 36.45
9 0.00 670.00 932.00 114.00 266.00 0.00 0.00 228.00 0.00 45.85
10 0.00 594.00 932.00 0.00 475.00 0.00 0.00 228.00 0.00 39.29
11 0.00 825.50 978.40 132.40 198.60 0.00 0.00 192.00 0.00 38.07
12 0.00 825.50 978.40 132.40 198.60 0.00 0.00 192.00 0.00 28.02
13 0.00 594.00 932.00 47.50 427.50 0.00 0.00 228.00 0.00 43.01
14 0.00 670.00 932.00 190.00 190.00 0.00 0.00 228.00 0.00 42.33
15 0.00 670.00 932.00 76.00 304.00 0.00 0.00 228.00 0.00 47.81
16 0.00 670.00 932.00 0.00 380.00 0.00 0.00 228.00 0.00 52.91
17 0.00 806.90 1047.00 209.40 139.60 0.00 0.00 192.00 0.00 39.36
18 0.00 670.00 932.00 38.00 342.00 0.00 0.00 228.00 0.00 56.14
19 0.00 594.00 932.00 95.00 380.00 0.00 0.00 228.00 0.00 40.56
20 0.00 594.00 932.00 0.00 475.00 0.00 0.00 228.00 0.00 42.62
21 0.00 594.00 932.00 47.50 427.50 0.00 0.00 228.00 0.00 41.84
22 0.00 806.90 1047.00 209.40 139.60 0.00 0.00 192.00 0.00 28.24
23 0.00 806.90 1047.00 209.40 139.60 0.00 0.00 192.00 0.00 8.06
24 0.00 806.90 1047.00 209.40 139.60 0.00 0.00 192.00 0.00 44.21
25 0.00 670.00 932.00 0.00 380.00 0.00 0.00 228.00 0.00 52.52
26 0.00 670.00 932.00 0.00 380.00 0.00 0.00 228.00 0.00 53.30
27 0.00 594.00 932.00 95.00 380.00 0.00 0.00 228.00 0.00 41.15
28 0.00 670.00 932.00 38.00 342.00 0.00 0.00 228.00 0.00 52.12
29 0.00 594.00 932.00 47.50 427.50 0.00 0.00 228.00 0.00 37.43
30 0.00 594.00 932.00 0.00 475.00 0.00 0.00 228.00 0.00 38.60
31 0.00 670.00 932.00 76.00 304.00 0.00 0.00 228.00 0.00 55.26
32 0.00 670.00 932.00 114.00 266.00 0.00 0.00 228.00 0.00 52.91
33 0.00 825.50 978.40 132.40 198.60 0.00 0.00 192.00 0.00 41.72
34 0.00 594.00 932.00 0.00 475.00 0.00 0.00 228.00 0.00 42.13
35 0.00 670.00 932.00 190.00 190.00 0.00 0.00 228.00 0.00 53.69
36 0.00 594.00 932.00 237.50 237.50 0.00 0.00 228.00 0.00 38.41
37 0.00 594.00 932.00 237.50 237.50 0.00 0.00 228.00 0.00 30.08
38 0.00 594.00 932.00 142.50 332.50 0.00 0.00 228.00 0.00 37.72
39 0.00 594.00 932.00 0.00 475.00 0.00 0.00 228.00 0.00 42.23
40 0.00 594.00 932.00 237.50 237.50 0.00 0.00 228.00 0.00 36.25
41 0.00 670.00 932.00 38.00 342.00 0.00 0.00 228.00 0.00 50.46
42 0.00 594.00 932.00 47.50 427.50 0.00 0.00 228.00 0.00 43.70
43 0.00 594.00 932.00 237.50 237.50 0.00 0.00 228.00 0.00 39.00
44 0.00 670.00 932.00 0.00 380.00 0.00 0.00 228.00 0.00 53.10
45 0.00 594.00 932.00 47.50 427.50 0.00 0.00 228.00 0.00 41.54
46 0.00 594.00 932.00 47.50 427.50 0.00 0.00 228.00 0.00 35.08
47 0.00 806.90 1047.00 0.00 349.00 0.00 0.00 192.00 0.00 15.05
48 0.00 594.00 932.00 95.00 380.00 0.00 0.00 228.00 0.00 40.76
49 0.00 594.00 932.00 237.50 237.50 0.00 0.00 228.00 0.00 26.26
50 0.00 594.00 932.00 95.00 380.00 0.00 0.00 228.00 0.00 32.82
51 0.00 594.00 932.00 142.50 332.50 0.00 0.00 228.00 0.00 39.78
52 0.00 670.00 932.00 190.00 190.00 0.00 0.00 228.00 0.00 46.93
53 0.00 594.00 932.00 237.50 237.50 0.00 0.00 228.00 0.00 33.12
54 0.00 670.00 932.00 76.00 304.00 0.00 0.00 228.00 0.00 49.19
55 0.00 806.90 1047.00 209.40 139.60 0.00 0.00 192.00 0.00 14.59
56 0.00 825.50 978.40 132.40 198.60 0.00 0.00 192.00 0.00 14.64
57 0.00 594.00 932.00 0.00 475.00 0.00 0.00 228.00 0.00 41.93
58 0.00 825.50 978.40 132.40 198.60 0.00 0.00 192.00 0.00 9.13
59 0.00 670.00 932.00 76.00 304.00 0.00 0.00 228.00 0.00 50.95
60 0.00 594.00 932.00 142.50 332.50 0.00 0.00 228.00 0.00 33.02
61 0.00 670.00 932.00 76.00 304.00 0.00 0.00 228.00 0.00 54.38
62 0.00 670.00 932.00 114.00 266.00 0.00 0.00 228.00 0.00 51.73
63 0.00 850.60 971.00 0.00 310.00 0.00 0.00 192.00 0.00 9.87
64 0.00 670.00 932.00 190.00 190.00 0.00 0.00 228.00 0.00 50.66
65 0.00 670.00 932.00 114.00 266.00 0.00 0.00 228.00 0.00 48.70
66 0.00 670.00 932.00 38.00 342.00 0.00 0.00 228.00 0.00 55.06
67 0.00 806.90 1047.00 209.40 139.60 0.00 0.00 192.00 0.00 44.70
68 0.00 594.00 932.00 142.50 332.50 0.00 0.00 228.00 0.00 30.28
69 0.00 670.00 932.00 190.00 190.00 0.00 0.00 228.00 0.00 40.86
70 0.00 800.00 1120.00 0.00 485.00 0.00 0.00 146.00 0.00 71.99
71 0.00 756.70 926.10 189.20 374.00 10.10 0.00 170.10 0.00 34.40
72 0.00 611.80 1046.90 262.20 313.30 8.60 0.00 175.50 0.00 28.80
73 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 33.40
74 0.00 803.70 936.00 106.30 425.00 18.60 0.00 151.40 0.00 36.30
75 0.00 992.60 852.10 93.80 375.00 23.40 0.00 126.60 0.00 29.00
76 0.00 781.50 852.10 118.80 475.00 8.90 0.00 181.10 0.00 37.80
77 0.00 840.50 852.10 117.20 469.00 32.20 0.00 137.80 0.00 40.20
78 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 33.40
79 0.00 925.70 852.10 97.10 388.60 12.10 0.00 157.90 0.00 28.10
80 0.00 893.70 852.10 0.00 531.30 28.20 0.00 141.80 0.00 41.30
81 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 33.40
82 0.00 880.40 852.10 212.50 318.80 14.30 0.00 155.70 0.00 25.20
83 0.00 852.10 946.80 94.70 401.80 11.40 0.00 147.40 0.00 41.10
84 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 35.30
85 0.00 659.90 942.70 282.80 323.70 10.30 0.00 183.80 0.00 28.30
86 0.00 605.00 1134.30 151.20 379.50 15.90 0.00 153.90 0.00 28.60
87 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 35.30
88 0.00 803.70 1004.60 200.90 286.30 11.20 0.00 144.70 0.00 24.40
89 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 35.30
90 0.00 707.90 884.90 177.00 439.00 11.10 0.00 186.00 0.00 39.30
91 0.00 755.80 944.70 189.00 389.90 22.00 0.00 145.90 0.00 40.60
92 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 35.30
93 0.00 755.80 944.70 189.00 337.90 9.50 0.00 174.90 0.00 24.10
94 0.00 756.70 926.10 189.20 374.00 10.10 0.00 170.10 0.00 46.20
95 0.00 611.80 1046.90 262.20 313.30 8.60 0.00 175.50 0.00 42.80
96 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 49.20
97 0.00 803.70 936.00 106.30 425.00 18.60 0.00 151.40 0.00 46.80
98 0.00 992.60 852.10 93.80 375.00 23.40 0.00 126.60 0.00 45.70
99 0.00 781.50 852.10 118.80 475.00 8.90 0.00 181.10 0.00 55.60
100 0.00 840.50 852.10 117.20 469.00 32.20 0.00 137.80 0.00 54.90
101 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 49.20
102 0.00 925.70 852.10 97.10 388.60 12.10 0.00 157.90 0.00 34.90
103 0.00 893.70 852.10 0.00 531.30 28.20 0.00 141.80 0.00 46.90
104 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 49.20
105 0.00 880.40 852.10 212.50 318.80 14.30 0.00 155.70 0.00 33.40
106 0.00 852.10 946.80 94.70 401.80 11.40 0.00 147.40 0.00 54.10
107 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 55.90
108 0.00 659.90 942.70 282.80 323.70 10.30 0.00 183.80 0.00 49.80
109 0.00 605.00 1134.30 151.20 379.50 15.90 0.00 153.90 0.00 47.10
110 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 55.90
111 0.00 803.70 1004.60 200.90 286.30 11.20 0.00 144.70 0.00 38.00
112 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 55.90
113 0.00 707.90 884.90 177.00 439.00 11.10 0.00 186.00 0.00 56.10
114 0.00 755.80 944.70 189.00 389.90 22.00 0.00 145.90 0.00 59.09
115 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 22.90
116 0.00 755.80 944.70 189.00 337.90 9.50 0.00 174.90 0.00 35.10
117 0.00 756.70 926.10 189.20 374.00 10.10 0.00 170.10 0.00 61.09
118 0.00 611.80 1046.90 262.20 313.30 8.60 0.00 175.50 0.00 59.80
119 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 60.29
120 0.00 803.70 936.00 106.30 425.00 18.60 0.00 151.40 0.00 61.80
121 0.00 992.60 852.10 93.80 375.00 23.40 0.00 126.60 0.00 56.70
122 0.00 781.50 852.10 118.80 475.00 8.90 0.00 181.10 0.00 68.30
123 0.00 840.50 852.10 117.20 469.00 32.20 0.00 137.80 0.00 66.90
124 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 60.29
125 0.00 925.70 852.10 97.10 388.60 12.10 0.00 157.90 0.00 50.70
126 0.00 893.70 852.10 0.00 531.30 28.20 0.00 141.80 0.00 56.40
127 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 60.29
128 0.00 880.40 852.10 212.50 318.80 14.30 0.00 155.70 0.00 55.50
129 0.00 852.10 946.80 94.70 401.80 11.40 0.00 147.40 0.00 68.50
130 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 71.30
131 0.00 659.90 942.70 282.80 323.70 10.30 0.00 183.80 0.00 74.70
132 0.00 605.00 1134.30 151.20 379.50 15.90 0.00 153.90 0.00 52.20
133 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 71.30
134 0.00 803.70 1004.60 200.90 286.30 11.20 0.00 144.70 0.00 67.70
135 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 71.30
136 0.00 707.90 884.90 177.00 439.00 11.10 0.00 186.00 0.00 66.00
137 0.00 755.80 944.70 189.00 389.90 22.00 0.00 145.90 0.00 74.50
138 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 71.30
139 0.00 755.80 944.70 189.00 337.90 9.50 0.00 174.90 0.00 49.90
140 0.00 756.70 926.10 189.20 374.00 10.10 0.00 170.10 0.00 63.40
141 0.00 611.80 1046.90 262.20 313.30 8.60 0.00 175.50 0.00 64.90
142 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 64.30
143 0.00 803.70 936.00 106.30 425.00 18.60 0.00 151.40 0.00 64.90
144 0.00 992.60 852.10 93.80 375.00 23.40 0.00 126.60 0.00 60.20
145 0.00 781.50 852.10 118.80 475.00 8.90 0.00 181.10 0.00 72.30
146 0.00 840.50 852.10 117.20 469.00 32.20 0.00 137.80 0.00 69.30
147 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 64.30
148 0.00 925.70 852.10 97.10 388.60 12.10 0.00 157.90 0.00 55.20
149 0.00 893.70 852.10 0.00 531.30 28.20 0.00 141.80 0.00 58.80
150 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 64.30
151 0.00 880.40 852.10 212.50 318.80 14.30 0.00 155.70 0.00 66.10
152 0.00 852.10 946.80 94.70 401.80 11.40 0.00 147.40 0.00 73.70
153 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 77.30
154 0.00 659.90 942.70 282.80 323.70 10.30 0.00 183.80 0.00 80.20
155 0.00 605.00 1134.30 151.20 379.50 15.90 0.00 153.90 0.00 54.90
156 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 77.30
157 0.00 803.70 1004.60 200.90 286.30 11.20 0.00 144.70 0.00 72.99
158 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 77.30
159 0.00 707.90 884.90 177.00 439.00 11.10 0.00 186.00 0.00 71.70
160 0.00 755.80 944.70 189.00 389.90 22.00 0.00 145.90 0.00 79.40
161 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 77.30
162 0.00 755.80 944.70 189.00 337.90 9.50 0.00 174.90 0.00 59.89
163 0.00 756.70 926.10 189.20 374.00 10.10 0.00 170.10 0.00 64.90
164 0.00 611.80 1046.90 262.20 313.30 8.60 0.00 175.50 0.00 66.60
165 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 65.20
166 0.00 803.70 936.00 106.30 425.00 18.60 0.00 151.40 0.00 66.70
167 0.00 992.60 852.10 93.80 375.00 23.40 0.00 126.60 0.00 62.50
168 0.00 781.50 852.10 118.80 475.00 8.90 0.00 181.10 0.00 74.19
169 0.00 840.50 852.10 117.20 469.00 32.20 0.00 137.80 0.00 70.70
170 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 65.20
171 0.00 925.70 852.10 97.10 388.60 12.10 0.00 157.90 0.00 57.60
172 0.00 893.70 852.10 0.00 531.30 28.20 0.00 141.80 0.00 59.20
173 0.00 887.10 852.10 106.30 425.00 16.50 0.00 153.50 0.00 65.20
174 0.00 880.40 852.10 212.50 318.80 14.30 0.00 155.70 0.00 68.10
175 0.00 852.10 946.80 94.70 401.80 11.40 0.00 147.40 0.00 75.50
176 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 79.30
177 0.00 605.00 1134.30 151.20 379.50 15.90 0.00 153.90 0.00 56.50
178 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 79.30
179 0.00 803.70 1004.60 200.90 286.30 11.20 0.00 144.70 0.00 76.80
180 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 79.30
181 0.00 707.90 884.90 177.00 439.00 11.10 0.00 186.00 0.00 73.30
182 0.00 755.80 944.70 189.00 389.90 22.00 0.00 145.90 0.00 82.60
183 0.00 755.80 944.70 189.00 362.60 11.60 0.00 164.90 0.00 79.30
184 0.00 755.80 944.70 189.00 337.90 9.50 0.00 174.90 0.00 67.80
185 96.70 870.30 967.10 0.00 222.40 4.50 0.00 189.30 0.00 11.58
186 96.70 870.30 967.10 0.00 222.40 4.50 0.00 189.30 0.00 24.45
187 96.70 870.30 967.10 0.00 222.40 4.50 0.00 189.30 0.00 24.89
188 96.70 870.30 967.10 0.00 222.40 4.50 0.00 189.30 0.00 29.45
189 96.70 870.30 967.10 0.00 222.40 4.50 0.00 189.30 0.00 40.71
190 94.60 852.20 947.00 0.00 233.80 4.60 0.00 197.90 0.00 10.38
191 94.60 852.20 947.00 0.00 233.80 4.60 0.00 197.90 0.00 22.14
192 94.60 852.20 947.00 0.00 233.80 4.60 0.00 197.90 0.00 22.84
193 94.60 852.20 947.00 0.00 233.80 4.60 0.00 197.90 0.00 27.66
194 94.60 852.20 947.00 0.00 233.80 4.60 0.00 197.90 0.00 34.56
195 100.50 905.90 1006.40 0.00 194.70 7.50 0.00 165.60 0.00 12.45
196 100.50 905.90 1006.40 0.00 194.70 7.50 0.00 165.60 0.00 24.99
197 100.50 905.90 1006.40 0.00 194.70 7.50 0.00 165.60 0.00 25.72
198 100.50 905.90 1006.40 0.00 194.70 7.50 0.00 165.60 0.00 33.96
199 100.50 905.90 1006.40 0.00 194.70 7.50 0.00 165.60 0.00 37.34
200 125.40 804.00 1090.00 0.00 190.70 7.80 0.00 162.10 0.00 15.04
201 125.40 804.00 1090.00 0.00 190.70 7.80 0.00 162.10 0.00 21.06
202 125.40 804.00 1090.00 0.00 190.70 7.80 0.00 162.10 0.00 26.40
203 125.40 804.00 1090.00 0.00 190.70 7.80 0.00 162.10 0.00 35.34
204 125.40 804.00 1090.00 0.00 190.70 7.80 0.00 162.10 0.00 40.57
205 121.60 779.30 1057.60 0.00 212.10 5.70 0.00 180.30 0.00 12.47
206 121.60 779.30 1057.60 0.00 212.10 5.70 0.00 180.30 0.00 20.92
207 121.60 779.30 1057.60 0.00 212.10 5.70 0.00 180.30 0.00 24.90
208 121.60 779.30 1057.60 0.00 212.10 5.70 0.00 180.30 0.00 34.20
209 121.60 779.30 1057.60 0.00 212.10 5.70 0.00 180.30 0.00 39.61
210 118.30 758.60 1029.40 0.00 230.00 4.60 0.00 195.50 0.00 10.03
211 118.30 758.60 1029.40 0.00 230.00 4.60 0.00 195.50 0.00 20.08
212 118.30 758.60 1029.40 0.00 230.00 4.60 0.00 195.50 0.00 24.48
213 118.30 758.60 1029.40 0.00 230.00 4.60 0.00 195.50 0.00 31.54
214 118.30 758.60 1029.40 0.00 230.00 4.60 0.00 195.50 0.00 35.34
215 125.20 802.60 1088.10 0.00 190.30 9.90 0.00 161.90 0.00 9.45
216 125.20 802.60 1088.10 0.00 190.30 9.90 0.00 161.90 0.00 22.72
217 125.20 802.60 1088.10 0.00 190.30 9.90 0.00 161.90 0.00 28.47
218 125.20 802.60 1088.10 0.00 190.30 9.90 0.00 161.90 0.00 38.56
219 125.20 802.60 1088.10 0.00 190.30 9.90 0.00 161.90 0.00 40.39
220 163.30 780.10 1058.60 0.00 166.10 4.50 0.00 176.50 0.00 10.76
221 163.30 780.10 1058.60 0.00 166.10 4.50 0.00 176.50 0.00 25.48
222 163.30 780.10 1058.60 0.00 166.10 4.50 0.00 176.50 0.00 21.54
223 163.30 780.10 1058.60 0.00 166.10 4.50 0.00 176.50 0.00 28.63
224 163.30 780.10 1058.60 0.00 166.10 4.50 0.00 176.50 0.00 33.54
225 163.80 780.10 1058.70 42.10 168.00 5.70 0.00 121.80 0.00 7.75
226 163.80 780.10 1058.70 42.10 168.00 5.70 0.00 121.80 0.00 17.82
227 163.80 780.10 1058.70 42.10 168.00 5.70 0.00 121.80 0.00 24.24
228 163.80 780.10 1058.70 42.10 168.00 5.70 0.00 121.80 0.00 32.85
229 163.80 780.10 1058.70 42.10 168.00 5.70 0.00 121.80 0.00 39.23
230 24.50 785.40 1065.80 98.10 213.70 6.90 0.00 181.70 0.00 18.00
231 24.50 785.40 1065.80 98.10 213.70 6.90 0.00 181.70 0.00 30.39
232 24.50 785.40 1065.80 98.10 213.70 6.90 0.00 181.70 0.00 45.71
233 24.50 785.40 1065.80 98.10 213.70 6.90 0.00 181.70 0.00 50.77
234 24.50 785.40 1065.80 98.10 213.70 6.90 0.00 181.70 0.00 53.90
235 24.50 785.50 1066.00 98.10 213.80 6.70 0.00 181.70 0.00 13.18
236 24.50 785.50 1066.00 98.10 213.80 6.70 0.00 181.70 0.00 17.84
237 24.50 785.50 1066.00 98.10 213.80 6.70 0.00 181.70 0.00 40.23
238 24.50 785.50 1066.00 98.10 213.80 6.70 0.00 181.70 0.00 47.13
239 24.50 785.50 1066.00 98.10 213.80 6.70 0.00 181.70 0.00 49.97
240 118.20 757.60 1028.10 0.00 229.70 6.10 0.00 195.20 0.00 13.36
241 118.20 757.60 1028.10 0.00 229.70 6.10 0.00 195.20 0.00 22.32
242 118.20 757.60 1028.10 0.00 229.70 6.10 0.00 195.20 0.00 24.54
243 118.20 757.60 1028.10 0.00 229.70 6.10 0.00 195.20 0.00 31.35
244 118.20 757.60 1028.10 0.00 229.70 6.10 0.00 195.20 0.00 40.86
245 94.10 847.00 949.90 0.00 238.10 7.00 0.00 186.70 0.00 19.93
246 94.10 847.00 949.90 0.00 238.10 7.00 0.00 186.70 0.00 25.69
247 94.10 847.00 949.90 0.00 238.10 7.00 0.00 186.70 0.00 30.23
248 94.10 847.00 949.90 0.00 238.10 7.00 0.00 186.70 0.00 39.59
249 94.10 847.00 949.90 0.00 238.10 7.00 0.00 186.70 0.00 44.30
250 95.70 861.20 956.90 0.00 250.00 5.50 0.00 187.40 0.00 13.82
251 95.70 861.20 956.90 0.00 250.00 5.50 0.00 187.40 0.00 24.92
252 95.70 861.20 956.90 0.00 250.00 5.50 0.00 187.40 0.00 29.22
253 95.70 861.20 956.90 0.00 250.00 5.50 0.00 187.40 0.00 38.33
254 95.70 861.20 956.90 0.00 250.00 5.50 0.00 187.40 0.00 42.35
255 100.40 903.60 1007.80 0.00 212.50 8.70 0.00 159.30 0.00 13.54
256 100.40 903.60 1007.80 0.00 212.50 8.70 0.00 159.30 0.00 26.31
257 100.40 903.60 1007.80 0.00 212.50 8.70 0.00 159.30 0.00 31.64
258 100.40 903.60 1007.80 0.00 212.50 8.70 0.00 159.30 0.00 42.55
259 100.40 903.60 1007.80 0.00 212.50 8.70 0.00 159.30 0.00 42.92
260 100.40 903.80 1003.80 0.00 212.60 10.40 0.00 159.40 0.00 13.33
261 100.40 903.80 1003.80 0.00 212.60 10.40 0.00 159.40 0.00 25.37
262 100.40 903.80 1003.80 0.00 212.60 10.40 0.00 159.40 0.00 37.40
263 100.40 903.80 1003.80 0.00 212.60 10.40 0.00 159.40 0.00 44.40
264 100.40 903.80 1003.80 0.00 212.60 10.40 0.00 159.40 0.00 47.74
265 124.80 799.50 1085.40 0.00 212.00 7.80 0.00 159.00 0.00 19.52
266 124.80 799.50 1085.40 0.00 212.00 7.80 0.00 159.00 0.00 31.35
267 124.80 799.50 1085.40 0.00 212.00 7.80 0.00 159.00 0.00 38.50
268 124.80 799.50 1085.40 0.00 212.00 7.80 0.00 159.00 0.00 45.08
269 124.80 799.50 1085.40 0.00 212.00 7.80 0.00 159.00 0.00 47.82
270 121.60 778.50 1056.40 0.00 231.80 6.70 0.00 174.00 0.00 15.44
271 121.60 778.50 1056.40 0.00 231.80 6.70 0.00 174.00 0.00 26.77
272 121.60 778.50 1056.40 0.00 231.80 6.70 0.00 174.00 0.00 33.73
273 121.60 778.50 1056.40 0.00 231.80 6.70 0.00 174.00 0.00 42.70
274 121.60 778.50 1056.40 0.00 231.80 6.70 0.00 174.00 0.00 45.84
275 118.30 757.70 1028.40 0.00 251.40 5.80 0.00 188.50 0.00 17.22
276 118.30 757.70 1028.40 0.00 251.40 5.80 0.00 188.50 0.00 29.93
277 118.30 757.70 1028.40 0.00 251.40 5.80 0.00 188.50 0.00 29.65
278 118.30 757.70 1028.40 0.00 251.40 5.80 0.00 188.50 0.00 36.97
279 118.30 757.70 1028.40 0.00 251.40 5.80 0.00 188.50 0.00 43.58
280 118.30 757.70 1028.40 0.00 251.40 6.40 0.00 188.50 0.00 13.12
281 118.30 757.70 1028.40 0.00 251.40 6.40 0.00 188.50 0.00 24.43
282 118.30 757.70 1028.40 0.00 251.40 6.40 0.00 188.50 0.00 32.66
283 118.30 757.70 1028.40 0.00 251.40 6.40 0.00 188.50 0.00 36.64
284 118.30 757.70 1028.40 0.00 251.40 6.40 0.00 188.50 0.00 44.21
285 167.00 777.80 1055.60 0.00 181.40 7.60 0.00 169.60 0.00 13.62
286 167.00 777.80 1055.60 0.00 181.40 7.60 0.00 169.60 0.00 21.60
287 167.00 777.80 1055.60 0.00 181.40 7.60 0.00 169.60 0.00 27.77
288 167.00 777.80 1055.60 0.00 181.40 7.60 0.00 169.60 0.00 35.57
289 167.00 777.80 1055.60 0.00 181.40 7.60 0.00 169.60 0.00 45.37
290 122.00 780.70 1059.40 45.20 182.00 8.20 0.00 170.20 0.00 7.32
291 122.00 780.70 1059.40 45.20 182.00 8.20 0.00 170.20 0.00 21.50
292 122.00 780.70 1059.40 45.20 182.00 8.20 0.00 170.20 0.00 31.27
293 122.00 780.70 1059.40 45.20 182.00 8.20 0.00 170.20 0.00 43.50
294 122.00 780.70 1059.40 45.20 182.00 8.20 0.00 170.20 0.00 48.67
295 124.30 796.20 1080.80 42.20 168.90 10.80 0.00 158.30 0.00 7.40
296 124.30 796.20 1080.80 42.20 168.90 10.80 0.00 158.30 0.00 23.51
297 124.30 796.20 1080.80 42.20 168.90 10.80 0.00 158.30 0.00 31.12
298 124.30 796.20 1080.80 42.20 168.90 10.80 0.00 158.30 0.00 39.15
299 124.30 796.20 1080.80 42.20 168.90 10.80 0.00 158.30 0.00 48.15
300 96.20 865.00 961.20 0.00 290.40 9.40 0.00 168.10 0.00 22.50
301 96.20 865.00 961.20 0.00 290.40 9.40 0.00 168.10 0.00 34.67
302 96.20 865.00 961.20 0.00 290.40 9.40 0.00 168.10 0.00 34.74
303 96.20 865.00 961.20 0.00 290.40 9.40 0.00 168.10 0.00 45.08
304 96.20 865.00 961.20 0.00 290.40 9.40 0.00 168.10 0.00 48.97
305 97.40 875.60 973.90 0.00 277.10 11.80 0.00 160.60 0.00 23.14
306 97.40 875.60 973.90 0.00 277.10 11.80 0.00 160.60 0.00 41.89
307 97.40 875.60 973.90 0.00 277.10 11.80 0.00 160.60 0.00 48.28
308 97.40 875.60 973.90 0.00 277.10 11.80 0.00 160.60 0.00 51.04
309 97.40 875.60 973.90 0.00 277.10 11.80 0.00 160.60 0.00 55.64
310 95.60 859.20 955.10 0.00 295.70 8.90 0.00 171.50 0.00 22.95
311 95.60 859.20 955.10 0.00 295.70 8.90 0.00 171.50 0.00 35.23
312 95.60 859.20 955.10 0.00 295.70 8.90 0.00 171.50 0.00 39.94
313 95.60 859.20 955.10 0.00 295.70 8.90 0.00 171.50 0.00 48.72
314 95.60 859.20 955.10 0.00 295.70 8.90 0.00 171.50 0.00 52.04
315 99.90 899.80 1006.00 0.00 251.80 12.40 0.00 146.10 0.00 21.02
316 99.90 899.80 1006.00 0.00 251.80 12.40 0.00 146.10 0.00 33.36
317 99.90 899.80 1006.00 0.00 251.80 12.40 0.00 146.10 0.00 33.94
318 99.90 899.80 1006.00 0.00 251.80 12.40 0.00 146.10 0.00 44.14
319 99.90 899.80 1006.00 0.00 251.80 12.40 0.00 146.10 0.00 45.37
320 98.80 889.00 987.80 0.00 249.10 12.80 0.00 158.10 0.00 15.36
321 98.80 889.00 987.80 0.00 249.10 12.80 0.00 158.10 0.00 28.68
322 98.80 889.00 987.80 0.00 249.10 12.80 0.00 158.10 0.00 30.85
323 98.80 889.00 987.80 0.00 249.10 12.80 0.00 158.10 0.00 42.03
324 98.80 889.00 987.80 0.00 249.10 12.80 0.00 158.10 0.00 51.06
325 98.80 889.00 987.80 0.00 252.30 14.20 0.00 146.30 0.00 21.78
326 98.80 889.00 987.80 0.00 252.30 14.20 0.00 146.30 0.00 42.29
327 98.80 889.00 987.80 0.00 252.30 14.20 0.00 146.30 0.00 50.60
328 98.80 889.00 987.80 0.00 252.30 14.20 0.00 146.30 0.00 55.83
329 98.80 889.00 987.80 0.00 252.30 14.20 0.00 146.30 0.00 60.95
330 125.10 800.90 1086.80 0.00 246.80 12.00 0.00 143.30 0.00 23.52
331 125.10 800.90 1086.80 0.00 246.80 12.00 0.00 143.30 0.00 42.22
332 125.10 800.90 1086.80 0.00 246.80 12.00 0.00 143.30 0.00 52.50
333 125.10 800.90 1086.80 0.00 246.80 12.00 0.00 143.30 0.00 60.32
334 125.10 800.90 1086.80 0.00 246.80 12.00 0.00 143.30 0.00 66.42
335 121.40 777.50 1053.60 0.00 275.10 9.90 0.00 159.50 0.00 23.80
336 121.40 777.50 1053.60 0.00 275.10 9.90 0.00 159.50 0.00 38.77
337 121.40 777.50 1053.60 0.00 275.10 9.90 0.00 159.50 0.00 51.33
338 121.40 777.50 1053.60 0.00 275.10 9.90 0.00 159.50 0.00 56.85
339 121.40 777.50 1053.60 0.00 275.10 9.90 0.00 159.50 0.00 58.61
340 117.50 753.50 1022.80 0.00 297.20 9.50 0.00 174.80 0.00 21.91
341 117.50 753.50 1022.80 0.00 297.20 9.50 0.00 174.80 0.00 36.99
342 117.50 753.50 1022.80 0.00 297.20 9.50 0.00 174.80 0.00 47.40
343 117.50 753.50 1022.80 0.00 297.20 9.50 0.00 174.80 0.00 51.96
344 117.50 753.50 1022.80 0.00 297.20 9.50 0.00 174.80 0.00 56.74
345 174.70 776.40 1053.50 0.00 213.70 10.20 0.00 154.80 0.00 17.57
346 174.70 776.40 1053.50 0.00 213.70 10.20 0.00 154.80 0.00 33.73
347 174.70 776.40 1053.50 0.00 213.70 10.20 0.00 154.80 0.00 40.15
348 174.70 776.40 1053.50 0.00 213.70 10.20 0.00 154.80 0.00 46.64
349 174.70 776.40 1053.50 0.00 213.70 10.20 0.00 154.80 0.00 50.08
350 174.20 775.50 1052.30 0.00 213.50 11.70 0.00 154.60 0.00 17.37
351 174.20 775.50 1052.30 0.00 213.50 11.70 0.00 154.60 0.00 33.70
352 174.20 775.50 1052.30 0.00 213.50 11.70 0.00 154.60 0.00 45.94
353 174.20 775.50 1052.30 0.00 213.50 11.70 0.00 154.60 0.00 51.43
354 174.20 775.50 1052.30 0.00 213.50 11.70 0.00 154.60 0.00 59.30
355 24.50 782.50 1061.70 97.80 277.20 11.20 0.00 160.70 0.00 30.45
356 24.50 782.50 1061.70 97.80 277.20 11.20 0.00 160.70 0.00 47.71
357 24.50 782.50 1061.70 97.80 277.20 11.20 0.00 160.70 0.00 63.14
358 24.50 782.50 1061.70 97.80 277.20 11.20 0.00 160.70 0.00 66.82
359 24.50 782.50 1061.70 97.80 277.20 11.20 0.00 160.70 0.00 66.95
360 123.80 792.70 1075.70 54.60 218.20 11.90 0.00 140.80 0.00 27.42
361 123.80 792.70 1075.70 54.60 218.20 11.90 0.00 140.80 0.00 35.96
362 123.80 792.70 1075.70 54.60 218.20 11.90 0.00 140.80 0.00 55.51
363 123.80 792.70 1075.70 54.60 218.20 11.90 0.00 140.80 0.00 61.99
364 123.80 792.70 1075.70 54.60 218.20 11.90 0.00 140.80 0.00 63.53
365 121.90 780.60 1014.30 53.80 214.90 9.60 0.00 155.60 0.00 18.02
366 121.90 780.60 1014.30 53.80 214.90 9.60 0.00 155.60 0.00 38.60
367 121.90 780.60 1014.30 53.80 214.90 9.60 0.00 155.60 0.00 52.20
368 121.90 780.60 1014.30 53.80 214.90 9.60 0.00 155.60 0.00 53.96
369 121.90 780.60 1014.30 53.80 214.90 9.60 0.00 155.60 0.00 56.63
370 124.10 794.90 1078.70 0.00 218.90 11.30 0.00 158.50 0.00 15.34
371 124.10 794.90 1078.70 0.00 218.90 11.30 0.00 158.50 0.00 26.05
372 124.10 794.90 1078.70 0.00 218.90 11.30 0.00 158.50 0.00 30.22
373 124.10 794.90 1078.70 0.00 218.90 11.30 0.00 158.50 0.00 37.27
374 124.10 794.90 1078.70 0.00 218.90 11.30 0.00 158.50 0.00 46.23
375 0.00 762.40 1003.50 0.00 376.00 0.00 0.00 214.60 0.00 16.28
376 0.00 762.40 1003.50 0.00 376.00 0.00 0.00 214.60 0.00 25.62
377 0.00 762.40 1003.50 0.00 376.00 0.00 0.00 214.60 0.00 31.97
378 0.00 762.40 1003.50 0.00 376.00 0.00 0.00 214.60 0.00 36.30
379 0.00 762.40 1003.50 0.00 376.00 0.00 0.00 214.60 0.00 43.06
380 0.00 853.00 966.00 0.00 500.00 4.00 0.00 140.00 0.00 67.57
381 59.00 641.00 1098.00 0.00 475.00 1.90 0.00 142.00 0.00 57.23
382 0.00 745.00 1130.00 137.00 315.00 5.90 0.00 145.00 0.00 81.75
383 60.00 630.00 1030.00 0.00 505.00 0.00 0.00 195.00 0.00 64.02
384 0.00 745.00 1030.00 0.00 451.00 11.30 0.00 165.00 0.00 78.80
385 0.00 802.00 801.00 0.00 516.00 8.20 0.00 162.00 0.00 41.37
386 0.00 855.00 855.00 0.00 520.00 5.20 0.00 170.00 0.00 60.28
387 0.00 720.00 920.00 0.00 528.00 6.90 0.00 185.00 0.00 56.83
388 0.00 805.00 870.00 0.00 520.00 5.20 0.00 175.00 0.00 51.02
389 136.00 768.00 903.00 0.00 385.00 20.00 0.00 158.00 0.00 55.55
390 0.00 613.20 1124.40 0.00 500.10 3.00 0.00 200.00 0.00 44.13
391 0.00 613.20 1124.40 50.00 450.10 3.00 0.00 200.00 0.00 39.38
392 158.00 633.00 967.00 17.20 397.00 20.80 0.00 167.00 0.00 55.65
393 163.00 652.00 996.00 17.50 333.00 17.90 0.00 167.00 0.00 47.28
394 158.00 633.00 967.00 17.60 334.00 15.30 0.00 189.00 0.00 44.33
395 0.00 695.00 1120.00 0.00 405.00 0.00 0.00 175.00 0.00 52.30
396 0.00 660.00 1145.00 200.00 200.00 0.00 0.00 190.00 0.00 49.25
397 0.00 802.00 801.00 0.00 516.00 8.30 0.00 162.00 0.00 41.37
398 119.00 880.00 833.00 116.00 145.00 5.70 0.00 184.00 0.00 29.16
399 122.00 879.00 824.00 128.00 160.00 6.40 0.00 182.00 0.00 39.40
400 0.00 760.00 981.00 156.00 234.00 5.90 0.00 189.00 0.00 39.30
401 95.00 800.00 860.00 180.00 250.00 9.50 0.00 159.00 0.00 67.87
402 0.00 662.00 1044.00 0.00 475.00 9.50 0.00 162.00 0.00 58.52
403 0.00 685.00 1031.00 190.00 285.00 7.60 0.00 163.00 0.00 53.58
404 0.00 657.00 1061.00 119.00 356.00 9.00 0.00 160.00 0.00 59.00
405 120.00 765.00 830.00 180.00 275.00 10.40 0.00 162.00 0.00 76.24
406 0.00 655.00 1033.00 0.00 500.00 9.00 0.00 151.00 0.00 69.84
407 143.60 900.90 1005.60 0.00 165.00 0.00 0.00 163.80 0.00 14.40
408 132.10 746.60 1005.80 128.50 165.00 8.10 0.00 175.10 0.00 19.42
409 118.60 746.80 1007.30 129.80 178.00 3.60 0.00 179.90 0.00 20.73
410 128.60 746.60 1006.30 129.90 167.40 7.80 0.00 175.50 0.00 14.94
411 172.40 856.40 1006.30 13.60 172.40 4.10 0.00 156.80 0.00 21.29
412 173.50 793.50 1006.20 50.10 173.50 6.50 0.00 164.80 0.00 23.08
413 167.00 770.10 1007.30 75.40 167.00 7.90 0.00 164.00 0.00 15.52
414 159.90 746.60 1007.20 93.40 173.80 9.70 0.00 172.30 0.00 15.82
415 125.20 798.90 1079.00 0.00 190.30 9.90 0.00 166.60 0.00 12.55
416 95.70 857.20 948.90 0.00 250.00 5.30 0.00 191.80 0.00 8.49
417 174.20 771.90 1043.60 0.00 213.50 11.70 0.00 159.20 0.00 15.61
418 100.50 901.80 998.00 0.00 194.70 7.50 0.00 170.20 0.00 12.18
419 118.30 754.30 1043.60 0.00 251.40 5.80 0.00 192.90 0.00 11.98
420 143.60 900.90 1005.60 0.00 165.00 0.00 0.00 163.80 0.00 16.88
421 132.10 746.60 1005.80 128.50 165.00 8.10 0.00 175.10 0.00 33.09
422 118.60 746.80 1007.30 129.80 178.00 3.60 0.00 179.90 0.00 34.24
423 128.60 746.60 1006.30 129.90 167.40 7.80 0.00 175.50 0.00 31.81
424 172.40 856.40 1006.30 13.60 172.40 4.10 0.00 156.80 0.00 29.75
425 173.50 793.50 1006.20 50.10 173.50 6.50 0.00 164.80 0.00 33.01
426 167.00 770.10 1007.30 75.40 167.00 7.90 0.00 164.00 0.00 32.90
427 159.90 746.60 1007.20 93.40 173.80 9.70 0.00 172.30 0.00 29.55
428 125.20 798.90 1079.00 0.00 190.30 9.90 0.00 166.60 0.00 19.42
429 95.70 857.20 948.90 0.00 250.00 5.30 0.00 191.80 0.00 24.66
430 174.20 771.90 1043.60 0.00 213.50 11.70 0.00 159.20 0.00 29.59
431 100.50 901.80 998.00 0.00 194.70 7.50 0.00 170.20 0.00 24.28
432 118.30 754.30 1043.60 0.00 251.40 5.80 0.00 192.90 0.00 20.73
433 143.60 900.90 1005.60 0.00 165.00 0.00 0.00 163.80 0.00 26.20
434 132.10 746.60 1005.80 128.50 165.00 8.10 0.00 175.10 0.00 46.39
435 118.60 746.80 1007.30 129.80 178.00 3.60 0.00 179.90 0.00 39.16
436 128.60 746.60 1006.30 129.90 167.40 7.80 0.00 175.50 0.00 41.20
437 172.40 856.40 1006.30 13.60 172.40 4.10 0.00 156.80 0.00 33.69
438 173.50 793.50 1006.20 50.10 173.50 6.50 0.00 164.80 0.00 38.20
439 167.00 770.10 1007.30 75.40 167.00 7.90 0.00 164.00 0.00 41.41
440 159.90 746.60 1007.20 93.40 173.80 9.70 0.00 172.30 0.00 37.81
441 125.20 798.90 1079.00 0.00 190.30 9.90 0.00 166.60 0.00 24.85
442 95.70 857.20 948.90 0.00 250.00 5.30 0.00 191.80 0.00 27.22
443 174.20 771.90 1043.60 0.00 213.50 11.70 0.00 159.20 0.00 44.64
444 100.50 901.80 998.00 0.00 194.70 7.50 0.00 170.20 0.00 37.27
445 118.30 754.30 1043.60 0.00 251.40 5.80 0.00 192.90 0.00 33.27
446 143.60 900.90 1005.60 0.00 165.00 0.00 0.00 163.80 0.00 36.56
447 132.10 746.60 1005.80 128.50 165.00 8.10 0.00 175.10 0.00 53.72
448 118.60 746.80 1007.30 129.80 178.00 3.60 0.00 179.90 0.00 48.59
449 128.60 746.60 1006.30 129.90 167.40 7.80 0.00 175.50 0.00 51.72
450 172.40 856.40 1006.30 13.60 172.40 4.10 0.00 156.80 0.00 35.85
451 173.50 793.50 1006.20 50.10 173.50 6.50 0.00 164.80 0.00 53.77
452 167.00 770.10 1007.30 75.40 167.00 7.90 0.00 164.00 0.00 53.46
453 159.90 746.60 1007.20 93.40 173.80 9.70 0.00 172.30 0.00 48.99
454 125.20 798.90 1079.00 0.00 190.30 9.90 0.00 166.60 0.00 31.72
455 95.70 857.20 948.90 0.00 250.00 5.30 0.00 191.80 0.00 39.64
456 174.20 771.90 1043.60 0.00 213.50 11.70 0.00 159.20 0.00 51.26
457 100.50 901.80 998.00 0.00 194.70 7.50 0.00 170.20 0.00 43.39
458 118.30 754.30 1043.60 0.00 251.40 5.80 0.00 192.90 0.00 39.27
459 143.60 900.90 1005.60 0.00 165.00 0.00 0.00 163.80 0.00 37.96
460 132.10 746.60 1005.80 128.50 165.00 8.10 0.00 175.10 0.00 55.02
461 118.60 746.80 1007.30 129.80 178.00 3.60 0.00 179.90 0.00 49.99
462 128.60 746.60 1006.30 129.90 167.40 7.80 0.00 175.50 0.00 53.66
463 172.40 856.40 1006.30 13.60 172.40 4.10 0.00 156.80 0.00 37.68
464 173.50 793.50 1006.20 50.10 173.50 6.50 0.00 164.80 0.00 56.06
465 167.00 770.10 1007.30 75.40 167.00 7.90 0.00 164.00 0.00 56.81
466 159.90 746.60 1007.20 93.40 173.80 9.70 0.00 172.30 0.00 50.94
467 125.20 798.90 1079.00 0.00 190.30 9.90 0.00 166.60 0.00 33.56
468 95.70 857.20 948.90 0.00 250.00 5.30 0.00 191.80 0.00 41.16
469 174.20 771.90 1043.60 0.00 213.50 11.70 0.00 159.20 0.00 52.96
470 100.50 901.80 998.00 0.00 194.70 7.50 0.00 170.20 0.00 44.28
471 118.30 754.30 1043.60 0.00 251.40 5.80 0.00 192.90 0.00 40.15
472 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 57.03
473 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 44.42
474 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 51.02
475 79.00 712.00 967.00 24.00 446.00 10.30 0.00 162.00 0.00 53.39
476 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 35.36
477 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 25.02
478 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 23.35
479 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 52.01
480 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 38.02
481 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 39.30
482 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 61.07
483 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 56.14
484 79.00 712.00 967.00 24.00 446.00 11.60 0.00 162.00 0.00 55.25
485 79.00 712.00 967.00 24.00 446.00 10.30 0.00 162.00 0.00 54.77
486 94.00 845.00 938.00 20.00 387.00 14.30 0.00 157.00 0.00 50.24
487 94.00 845.00 938.00 20.00 387.00 13.90 0.00 157.00 0.00 46.68
488 94.00 845.00 938.00 20.00 387.00 11.60 0.00 157.00 0.00 46.68
489 94.00 845.00 938.00 20.00 387.00 14.30 0.00 157.00 0.00 22.75
490 94.00 845.00 938.00 20.00 387.00 13.90 0.00 157.00 0.00 25.51
491 94.00 845.00 938.00 20.00 387.00 11.60 0.00 157.00 0.00 34.77
492 94.00 845.00 938.00 20.00 387.00 14.30 0.00 157.00 0.00 36.84
493 94.00 845.00 938.00 20.00 387.00 13.90 0.00 157.00 0.00 45.90
494 94.00 845.00 938.00 20.00 387.00 11.60 0.00 157.00 0.00 41.67
495 94.00 845.00 938.00 20.00 387.00 14.30 0.00 157.00 0.00 56.34
496 94.00 845.00 938.00 20.00 387.00 13.90 0.00 157.00 0.00 47.97
497 94.00 845.00 938.00 20.00 387.00 11.60 0.00 157.00 0.00 61.46
498 97.00 871.00 967.00 19.00 355.00 13.10 0.00 145.00 0.00 44.03
499 97.00 871.00 967.00 19.00 355.00 12.30 0.00 145.00 0.00 55.45
500 123.00 699.00 882.00 26.00 491.00 3.90 0.00 210.00 0.00 55.55
501 123.00 699.00 822.00 26.00 491.00 3.90 0.00 201.00 0.00 57.92
502 123.00 699.00 882.00 26.00 491.00 3.90 0.00 210.00 0.00 25.61
503 123.00 699.00 882.00 26.00 491.00 3.90 0.00 210.00 0.00 33.49
504 123.00 699.00 882.00 26.00 491.00 3.90 0.00 210.00 0.00 59.59
505 123.00 699.00 822.00 26.00 491.00 3.90 0.00 201.00 0.00 29.55
506 123.00 699.00 822.00 26.00 491.00 3.90 0.00 201.00 0.00 37.92
507 123.00 699.00 822.00 26.00 491.00 3.90 0.00 201.00 0.00 61.86
508 132.00 750.00 822.00 22.00 424.00 8.50 0.00 178.00 0.00 62.05
509 132.00 750.00 882.00 22.00 424.00 8.50 0.00 178.00 0.00 32.01
510 132.00 750.00 822.00 22.00 424.00 8.90 0.00 168.00 0.00 72.10
511 132.00 750.00 822.00 22.00 424.00 8.50 0.00 178.00 0.00 39.00
512 132.00 750.00 822.00 22.00 424.00 8.50 0.00 178.00 0.00 65.70
513 132.00 750.00 822.00 22.00 424.00 8.90 0.00 168.00 0.00 32.11
514 132.00 750.00 822.00 22.00 424.00 8.90 0.00 168.00 0.00 40.29
515 132.00 750.00 822.00 22.00 424.00 8.90 0.00 168.00 0.00 74.36
516 141.00 801.00 942.00 11.00 202.00 1.70 0.00 206.00 0.00 21.97
517 141.00 801.00 942.00 11.00 202.00 1.70 0.00 206.00 0.00 9.85
518 141.00 801.00 942.00 11.00 202.00 1.70 0.00 206.00 0.00 15.07
519 141.00 801.00 942.00 11.00 202.00 1.70 0.00 206.00 0.00 23.25
520 141.00 801.00 842.00 15.00 284.00 5.50 0.00 179.00 0.00 43.73
521 141.00 801.00 842.00 15.00 284.00 5.50 0.00 179.00 0.00 13.40
522 141.00 801.00 842.00 15.00 284.00 5.50 0.00 179.00 0.00 24.13
523 141.00 801.00 842.00 15.00 284.00 5.50 0.00 179.00 0.00 44.52
524 141.00 801.00 942.00 19.00 359.00 10.90 0.00 154.00 0.00 62.94
525 141.00 801.00 942.00 19.00 359.00 10.90 0.00 154.00 0.00 59.49
526 141.00 801.00 942.00 19.00 359.00 10.90 0.00 154.00 0.00 25.12
527 141.00 801.00 942.00 19.00 359.00 10.90 0.00 154.00 0.00 23.64
528 141.00 801.00 942.00 19.00 359.00 10.90 0.00 154.00 0.00 35.75
529 141.00 801.00 942.00 19.00 359.00 10.90 0.00 154.00 0.00 38.61
530 141.00 801.00 942.00 19.00 359.00 10.90 0.00 154.00 0.00 68.75
531 141.00 801.00 942.00 19.00 359.00 10.90 0.00 154.00 0.00 66.78
532 0.00 719.70 838.40 0.00 436.00 0.00 0.00 218.00 0.00 23.85
533 0.00 895.30 913.20 0.00 289.00 0.00 0.00 192.00 0.00 32.07
534 0.00 895.30 913.20 0.00 289.00 0.00 0.00 192.00 0.00 11.65
535 0.00 785.60 940.60 0.00 393.00 0.00 0.00 192.00 0.00 19.20
536 0.00 785.60 940.60 0.00 393.00 0.00 0.00 192.00 0.00 48.85
537 0.00 785.60 940.60 0.00 393.00 0.00 0.00 192.00 0.00 39.60
538 0.00 712.20 936.20 0.00 480.00 0.00 0.00 192.00 0.00 43.94
539 0.00 712.20 936.20 0.00 480.00 0.00 0.00 192.00 0.00 34.57
540 0.00 712.20 936.20 0.00 480.00 0.00 0.00 192.00 0.00 54.32
541 0.00 712.20 936.20 0.00 480.00 0.00 0.00 192.00 0.00 24.40
542 0.00 842.60 931.20 0.00 333.00 0.00 0.00 192.00 0.00 15.62
543 0.00 945.00 889.80 0.00 255.00 0.00 0.00 192.00 0.00 21.86
544 0.00 945.00 889.80 0.00 255.00 0.00 0.00 192.00 0.00 10.22
545 0.00 895.30 913.20 0.00 289.00 0.00 0.00 192.00 0.00 14.60
546 0.00 945.00 889.80 0.00 255.00 0.00 0.00 192.00 0.00 18.75
547 0.00 842.60 931.20 0.00 333.00 0.00 0.00 192.00 0.00 31.97
548 0.00 842.60 931.20 0.00 333.00 0.00 0.00 192.00 0.00 23.40
549 0.00 895.30 913.20 0.00 289.00 0.00 0.00 192.00 0.00 25.57
550 0.00 842.60 931.20 0.00 333.00 0.00 0.00 192.00 0.00 41.68
551 0.00 785.60 940.60 0.00 393.00 0.00 0.00 192.00 0.00 27.74
552 0.00 945.00 889.80 0.00 255.00 0.00 0.00 192.00 0.00 8.20
553 0.00 734.30 1040.60 238.20 158.80 0.00 0.00 185.70 0.00 9.62
554 0.00 664.30 941.60 359.40 239.60 0.00 0.00 185.70 0.00 25.42
555 0.00 734.30 1040.60 158.80 238.20 0.00 0.00 185.70 0.00 15.69
556 0.00 714.30 1012.40 272.80 181.90 0.00 0.00 185.70 0.00 27.94
557 0.00 704.30 998.20 290.20 193.50 0.00 0.00 185.70 0.00 32.63
558 0.00 724.30 1026.60 170.30 255.50 0.00 0.00 185.70 0.00 17.24
559 0.00 714.30 1012.40 181.90 272.80 0.00 0.00 185.70 0.00 19.77
560 0.00 664.30 941.60 359.40 239.60 0.00 0.00 185.70 0.00 39.44
561 0.00 744.30 1055.00 147.20 220.80 0.00 0.00 185.70 0.00 25.75
562 0.00 734.30 1040.60 0.00 397.00 0.00 0.00 185.70 0.00 33.08
563 0.00 739.30 1047.80 0.00 382.50 0.00 0.00 185.70 0.00 24.07
564 0.00 689.30 977.00 316.10 210.70 0.00 0.00 185.70 0.00 21.82
565 0.00 734.30 1040.60 238.20 158.80 0.00 0.00 185.70 0.00 21.07
566 0.00 769.30 1091.40 0.00 295.80 0.00 0.00 185.70 0.00 14.84
567 0.00 724.30 1026.60 170.30 255.50 0.00 0.00 185.70 0.00 32.05
568 0.00 759.30 1076.20 135.70 203.50 0.00 0.00 185.70 0.00 11.96
569 0.00 734.30 1040.60 0.00 397.00 0.00 0.00 185.70 0.00 25.45
570 0.00 784.30 1104.60 0.00 381.40 0.00 0.00 185.70 0.00 22.49
571 0.00 769.30 1091.40 0.00 295.80 0.00 0.00 185.70 0.00 25.22
572 0.00 674.30 955.80 342.10 228.00 0.00 0.00 185.70 0.00 39.70
573 0.00 744.30 1055.00 147.20 220.80 0.00 0.00 185.70 0.00 13.09
574 0.00 689.30 977.00 210.70 316.10 0.00 0.00 185.70 0.00 38.70
575 0.00 759.30 1076.20 203.50 135.70 0.00 0.00 185.70 0.00 7.51
576 0.00 789.30 1118.80 0.00 238.10 0.00 0.00 185.70 0.00 17.58
577 0.00 754.30 1069.20 0.00 339.20 0.00 0.00 185.70 0.00 21.18
578 0.00 759.30 1076.20 203.50 135.70 0.00 0.00 185.70 0.00 18.20
579 0.00 704.30 998.20 290.20 193.50 0.00 0.00 185.70 0.00 17.20
580 0.00 759.30 1076.20 135.70 203.50 0.00 0.00 185.70 0.00 22.63
581 0.00 704.30 998.20 193.50 290.20 0.00 0.00 185.70 0.00 21.86
582 0.00 714.30 1012.40 272.80 181.90 0.00 0.00 185.70 0.00 12.37
583 0.00 724.30 1026.60 155.50 170.30 0.00 0.00 185.70 0.00 25.73
584 0.00 689.30 977.00 316.10 210.70 0.00 0.00 185.70 0.00 37.81
585 0.00 674.30 955.80 342.10 228.00 0.00 0.00 185.70 0.00 21.92
586 0.00 704.30 998.20 193.50 290.20 0.00 0.00 185.70 0.00 33.04
587 0.00 784.30 1104.60 0.00 381.40 0.00 0.00 185.70 0.00 14.54
588 0.00 734.30 1040.60 158.80 238.20 0.00 0.00 185.70 0.00 26.91
589 0.00 764.30 1083.40 124.10 186.20 0.00 0.00 185.70 0.00 8.00
590 0.00 754.30 1069.20 0.00 339.20 0.00 0.00 185.70 0.00 31.90
591 0.00 789.30 1118.80 0.00 238.10 0.00 0.00 185.70 0.00 10.34
592 0.00 784.30 1111.60 0.00 252.50 0.00 0.00 185.70 0.00 19.77
593 0.00 739.30 1047.80 0.00 382.50 0.00 0.00 185.70 0.00 37.44
594 0.00 784.30 1111.60 0.00 252.50 0.00 0.00 185.70 0.00 11.48
595 0.00 689.30 977.00 210.70 316.10 0.00 0.00 185.70 0.00 24.44
596 0.00 764.30 1083.40 124.10 186.20 0.00 0.00 185.70 0.00 17.60
597 0.00 724.30 1026.60 155.50 170.30 0.00 0.00 185.70 0.00 10.73
598 0.00 714.30 1012.40 181.90 272.80 0.00 0.00 185.70 0.00 31.38
599 0.00 781.00 968.00 0.00 339.00 0.00 0.00 197.00 0.00 13.22
600 0.00 781.00 968.00 0.00 339.00 0.00 0.00 197.00 0.00 20.97
601 0.00 781.00 968.00 0.00 339.00 0.00 0.00 197.00 0.00 27.04
602 0.00 781.00 968.00 0.00 339.00 0.00 0.00 197.00 0.00 32.04
603 0.00 781.00 968.00 0.00 339.00 0.00 0.00 197.00 0.00 35.17
604 0.00 781.00 968.00 0.00 339.00 0.00 0.00 197.00 0.00 36.45
605 0.00 781.00 968.00 0.00 339.00 0.00 0.00 197.00 0.00 38.89
606 0.00 885.00 968.00 0.00 236.00 0.00 0.00 194.00 0.00 6.47
607 0.00 885.00 968.00 0.00 236.00 0.00 0.00 194.00 0.00 12.84
608 0.00 885.00 968.00 0.00 236.00 0.00 0.00 194.00 0.00 18.42
609 0.00 885.00 968.00 0.00 236.00 0.00 0.00 194.00 0.00 21.95
610 0.00 885.00 968.00 0.00 236.00 0.00 0.00 193.00 0.00 24.10
611 0.00 885.00 968.00 0.00 236.00 0.00 0.00 193.00 0.00 25.08
612 0.00 856.00 968.00 0.00 277.00 0.00 0.00 191.00 0.00 21.26
613 0.00 856.00 968.00 0.00 277.00 0.00 0.00 191.00 0.00 25.97
614 0.00 856.00 968.00 0.00 277.00 0.00 0.00 191.00 0.00 11.36
615 0.00 856.00 968.00 0.00 277.00 0.00 0.00 191.00 0.00 31.25
616 0.00 856.00 968.00 0.00 277.00 0.00 0.00 191.00 0.00 32.33
617 0.00 856.00 968.00 0.00 277.00 0.00 0.00 191.00 0.00 33.70
618 0.00 863.00 968.00 0.00 254.00 0.00 0.00 198.00 0.00 9.31
619 0.00 863.00 968.00 0.00 254.00 0.00 0.00 198.00 0.00 26.94
620 0.00 863.00 968.00 0.00 254.00 0.00 0.00 198.00 0.00 27.63
621 0.00 863.00 968.00 0.00 254.00 0.00 0.00 198.00 0.00 29.79
622 0.00 812.00 968.00 0.00 307.00 0.00 0.00 193.00 0.00 34.49
623 0.00 812.00 968.00 0.00 307.00 0.00 0.00 193.00 0.00 36.15
624 0.00 812.00 968.00 0.00 307.00 0.00 0.00 193.00 0.00 12.54
625 0.00 812.00 968.00 0.00 307.00 0.00 0.00 193.00 0.00 27.53
626 0.00 812.00 968.00 0.00 307.00 0.00 0.00 193.00 0.00 32.92
627 0.00 885.00 968.00 0.00 236.00 0.00 0.00 193.00 0.00 9.99
628 0.00 845.00 1125.00 0.00 200.00 0.00 0.00 180.00 0.00 7.84
629 0.00 845.00 1125.00 0.00 200.00 0.00 0.00 180.00 0.00 12.25
630 0.00 833.00 1113.00 0.00 225.00 0.00 0.00 181.00 0.00 11.17
631 0.00 833.00 1113.00 0.00 225.00 0.00 0.00 181.00 0.00 17.34
632 0.00 783.00 1063.00 0.00 325.00 0.00 0.00 184.00 0.00 17.54
633 0.00 783.00 1063.00 0.00 325.00 0.00 0.00 184.00 0.00 30.57
634 0.00 808.00 1088.00 0.00 275.00 0.00 0.00 183.00 0.00 14.20
635 0.00 808.00 1088.00 0.00 275.00 0.00 0.00 183.00 0.00 24.50
636 0.00 795.00 1075.00 0.00 300.00 0.00 0.00 184.00 0.00 15.58
637 0.00 795.00 1075.00 0.00 300.00 0.00 0.00 184.00 0.00 26.85
638 0.00 758.00 1038.00 0.00 375.00 0.00 0.00 186.00 0.00 26.06
639 0.00 758.00 1038.00 0.00 375.00 0.00 0.00 186.00 0.00 38.21
640 0.00 745.00 1025.00 0.00 400.00 0.00 0.00 187.00 0.00 43.70
641 0.00 745.00 1025.00 0.00 400.00 0.00 0.00 187.00 0.00 30.14
642 0.00 820.00 1100.00 0.00 250.00 0.00 0.00 182.00 0.00 12.73
643 0.00 820.00 1100.00 0.00 250.00 0.00 0.00 182.00 0.00 20.87
644 0.00 770.00 1050.00 0.00 350.00 0.00 0.00 186.00 0.00 20.28
645 0.00 770.00 1050.00 0.00 350.00 0.00 0.00 186.00 0.00 34.29
646 0.00 630.00 963.40 305.30 203.50 0.00 0.00 203.50 0.00 19.54
647 0.00 694.10 977.60 166.80 250.20 0.00 0.00 203.50 0.00 47.71
648 0.00 781.20 935.40 236.00 157.00 0.00 0.00 192.00 0.00 43.38
649 0.00 748.50 971.80 212.00 141.30 0.00 0.00 203.50 0.00 29.89
650 0.00 692.60 975.60 250.20 166.80 0.00 0.00 203.50 0.00 6.90
651 0.00 800.10 958.20 183.90 122.60 0.00 0.00 203.50 0.00 33.19
652 0.00 800.00 959.20 122.60 183.90 0.00 0.00 203.50 0.00 4.90
653 0.00 942.00 887.00 153.00 102.00 0.00 0.00 192.00 0.00 4.57
654 0.00 942.00 887.00 153.00 102.00 0.00 0.00 192.00 0.00 25.46
655 0.00 800.10 958.20 183.90 122.60 0.00 0.00 203.50 0.00 24.29
656 0.00 692.60 975.60 250.20 166.80 0.00 0.00 203.50 0.00 33.95
657 0.00 806.20 965.40 133.00 200.00 0.00 0.00 192.00 0.00 11.41
658 0.00 849.00 938.20 162.40 108.30 0.00 0.00 203.50 0.00 20.59
659 0.00 631.00 965.40 203.50 305.30 0.00 0.00 203.50 0.00 25.89
660 0.00 849.00 938.20 162.40 108.30 0.00 0.00 203.50 0.00 29.23
661 0.00 891.90 909.80 173.00 116.00 0.00 0.00 192.00 0.00 31.02
662 0.00 748.50 971.80 212.00 141.30 0.00 0.00 203.50 0.00 10.39
663 0.00 781.20 935.40 236.00 157.00 0.00 0.00 192.00 0.00 33.66
664 0.00 839.20 927.40 200.00 133.00 0.00 0.00 192.00 0.00 27.87
665 0.00 694.10 977.60 166.80 250.20 0.00 0.00 203.50 0.00 19.35
666 0.00 856.80 946.80 116.00 173.00 0.00 0.00 192.00 0.00 11.39
667 0.00 716.10 929.80 288.00 192.00 0.00 0.00 192.00 0.00 12.79
668 0.00 716.10 929.80 288.00 192.00 0.00 0.00 192.00 0.00 39.32
669 0.00 943.10 888.00 102.00 153.00 0.00 0.00 192.00 0.00 4.78
670 0.00 717.80 932.00 192.00 288.00 0.00 0.00 192.00 0.00 16.11
671 0.00 631.00 965.40 203.50 305.30 0.00 0.00 203.50 0.00 43.38
672 0.00 749.10 972.60 157.00 236.00 0.00 0.00 192.00 0.00 20.42
673 0.00 856.80 946.80 116.00 173.00 0.00 0.00 192.00 0.00 6.94
674 0.00 750.00 973.40 141.30 212.00 0.00 0.00 203.50 0.00 15.03
675 0.00 749.10 972.60 157.00 236.00 0.00 0.00 192.00 0.00 13.57
676 0.00 800.00 959.20 122.60 183.90 0.00 0.00 203.50 0.00 32.53
677 0.00 692.60 975.60 250.20 166.80 0.00 0.00 203.50 0.00 15.75
678 0.00 942.00 887.00 153.00 102.00 0.00 0.00 192.00 0.00 7.68
679 0.00 717.80 932.00 192.00 288.00 0.00 0.00 192.00 0.00 38.80
680 0.00 750.00 973.40 141.30 212.00 0.00 0.00 203.50 0.00 33.00
681 0.00 942.00 887.00 153.00 102.00 0.00 0.00 192.00 0.00 17.28
682 0.00 856.80 946.80 116.00 173.00 0.00 0.00 192.00 0.00 24.28
683 0.00 800.00 959.20 122.60 183.90 0.00 0.00 203.50 0.00 24.05
684 0.00 839.20 927.40 200.00 133.00 0.00 0.00 192.00 0.00 36.59
685 0.00 716.10 929.80 288.00 192.00 0.00 0.00 192.00 0.00 50.73
686 0.00 839.20 927.40 200.00 133.00 0.00 0.00 192.00 0.00 13.66
687 0.00 631.00 965.40 203.50 305.30 0.00 0.00 203.50 0.00 14.14
688 0.00 749.10 972.60 157.00 236.00 0.00 0.00 192.00 0.00 47.78
689 0.00 849.00 938.20 162.40 108.30 0.00 0.00 203.50 0.00 2.33
690 0.00 781.20 935.40 236.00 157.00 0.00 0.00 192.00 0.00 16.89
691 0.00 717.80 932.00 192.00 288.00 0.00 0.00 192.00 0.00 23.52
692 0.00 750.00 973.40 141.30 212.00 0.00 0.00 203.50 0.00 6.81
693 0.00 750.00 973.40 141.30 212.00 0.00 0.00 203.50 0.00 39.70
694 0.00 943.10 888.00 102.00 153.00 0.00 0.00 192.00 0.00 17.96
695 0.00 749.10 972.60 157.00 236.00 0.00 0.00 192.00 0.00 32.88
696 0.00 891.90 909.80 173.00 116.00 0.00 0.00 192.00 0.00 22.35
697 0.00 800.00 959.20 122.60 183.90 0.00 0.00 203.50 0.00 10.79
698 0.00 849.00 938.20 162.40 108.30 0.00 0.00 203.50 0.00 7.72
699 0.00 630.00 963.40 305.30 203.50 0.00 0.00 203.50 0.00 41.68
700 0.00 630.00 963.40 305.30 203.50 0.00 0.00 203.50 0.00 9.56
701 0.00 839.20 927.40 200.00 133.00 0.00 0.00 192.00 0.00 6.88
702 0.00 717.80 932.00 192.00 288.00 0.00 0.00 192.00 0.00 50.53
703 0.00 806.20 965.40 133.00 200.00 0.00 0.00 192.00 0.00 17.17
704 0.00 806.20 965.40 133.00 200.00 0.00 0.00 192.00 0.00 30.44
705 0.00 694.10 977.60 166.80 250.20 0.00 0.00 203.50 0.00 9.73
706 0.00 800.10 958.20 183.90 122.60 0.00 0.00 203.50 0.00 3.32
707 0.00 943.10 888.00 102.00 153.00 0.00 0.00 192.00 0.00 26.32
708 0.00 806.20 965.40 133.00 200.00 0.00 0.00 192.00 0.00 43.25
709 0.00 891.90 909.80 173.00 116.00 0.00 0.00 192.00 0.00 6.28
710 0.00 856.80 946.80 116.00 173.00 0.00 0.00 192.00 0.00 32.10
711 0.00 694.10 977.60 166.80 250.20 0.00 0.00 203.50 0.00 36.96
712 0.00 631.00 965.40 203.50 305.30 0.00 0.00 203.50 0.00 54.60
713 0.00 716.10 929.80 288.00 192.00 0.00 0.00 192.00 0.00 21.48
714 0.00 781.20 935.40 236.00 157.00 0.00 0.00 192.00 0.00 9.69
715 0.00 943.10 888.00 102.00 153.00 0.00 0.00 192.00 0.00 8.37
716 0.00 748.50 971.80 212.00 141.30 0.00 0.00 203.50 0.00 39.66
717 0.00 891.90 909.80 173.00 116.00 0.00 0.00 192.00 0.00 10.09
718 0.00 748.50 971.80 212.00 141.30 0.00 0.00 203.50 0.00 4.83
719 0.00 800.10 958.20 183.90 122.60 0.00 0.00 203.50 0.00 10.35
720 0.00 692.60 975.60 250.20 166.80 0.00 0.00 203.50 0.00 43.57
721 0.00 630.00 963.40 305.30 203.50 0.00 0.00 203.50 0.00 51.86
722 0.00 830.00 1012.00 0.00 310.00 0.00 0.00 192.00 0.00 11.85
723 0.00 830.00 1012.00 0.00 310.00 0.00 0.00 192.00 0.00 17.24
724 0.00 830.00 1012.00 0.00 310.00 0.00 0.00 192.00 0.00 27.83
725 0.00 830.00 1012.00 0.00 310.00 0.00 0.00 192.00 0.00 35.76
726 0.00 830.00 1012.00 0.00 310.00 0.00 0.00 192.00 0.00 38.70
727 0.00 821.00 1025.00 0.00 331.00 0.00 0.00 192.00 0.00 14.31
728 0.00 821.00 1025.00 0.00 331.00 0.00 0.00 192.00 0.00 17.44
729 0.00 821.00 1025.00 0.00 331.00 0.00 0.00 192.00 0.00 31.74
730 0.00 821.00 1025.00 0.00 331.00 0.00 0.00 192.00 0.00 37.91
731 0.00 821.00 1025.00 0.00 331.00 0.00 0.00 192.00 0.00 39.38
732 0.00 809.00 1056.00 0.00 349.00 0.00 0.00 192.00 0.00 15.87
733 0.00 809.00 1056.00 0.00 349.00 0.00 0.00 192.00 0.00 9.01
734 0.00 809.00 1056.00 0.00 349.00 0.00 0.00 192.00 0.00 33.61
735 0.00 809.00 1056.00 0.00 349.00 0.00 0.00 192.00 0.00 40.66
736 0.00 809.00 1056.00 0.00 349.00 0.00 0.00 192.00 0.00 40.86
737 0.00 789.00 1119.00 0.00 238.00 0.00 0.00 186.00 0.00 12.05
738 0.00 789.00 1119.00 0.00 238.00 0.00 0.00 186.00 0.00 17.54
739 0.00 769.00 1090.00 0.00 296.00 0.00 0.00 186.00 0.00 18.91
740 0.00 769.00 1090.00 0.00 296.00 0.00 0.00 186.00 0.00 25.18
741 0.00 734.00 1040.00 0.00 297.00 0.00 0.00 186.00 0.00 30.96
742 0.00 721.00 936.00 0.00 480.00 0.00 0.00 192.00 0.00 43.89
743 0.00 721.00 936.00 0.00 480.00 0.00 0.00 192.00 0.00 54.28
744 0.00 734.00 1040.00 0.00 397.00 0.00 0.00 186.00 0.00 36.94
745 0.00 774.00 1104.00 0.00 281.00 0.00 0.00 186.00 0.00 14.50
746 0.00 774.00 1104.00 0.00 281.00 0.00 0.00 185.00 0.00 22.44
747 0.00 613.00 1125.00 0.00 500.00 0.00 0.00 200.00 0.00 12.64
748 0.00 613.00 1125.00 0.00 500.00 0.00 0.00 200.00 0.00 26.06
749 0.00 613.00 1125.00 0.00 500.00 0.00 0.00 200.00 0.00 33.21
750 0.00 613.00 1125.00 0.00 500.00 0.00 0.00 200.00 0.00 36.94
751 0.00 613.00 1125.00 0.00 500.00 0.00 0.00 200.00 0.00 44.09
752 0.00 613.00 1125.00 0.00 540.00 0.00 0.00 173.00 0.00 52.61
753 0.00 613.00 1125.00 0.00 540.00 0.00 0.00 173.00 0.00 59.76
754 0.00 613.00 1125.00 0.00 540.00 0.00 0.00 173.00 0.00 67.31
755 0.00 613.00 1125.00 0.00 540.00 0.00 0.00 173.00 0.00 69.66
756 0.00 613.00 1125.00 0.00 540.00 0.00 0.00 173.00 0.00 71.62
757 0.00 613.00 1125.00 0.00 540.00 0.00 0.00 173.00 0.00 74.17
758 0.00 775.00 974.00 0.00 350.00 0.00 0.00 203.00 0.00 18.13
759 0.00 775.00 974.00 0.00 350.00 0.00 0.00 203.00 0.00 22.53
760 0.00 775.00 974.00 0.00 350.00 0.00 0.00 203.00 0.00 27.34
761 0.00 775.00 974.00 0.00 350.00 0.00 0.00 203.00 0.00 29.98
762 0.00 775.00 974.00 0.00 350.00 0.00 0.00 203.00 0.00 31.35
763 0.00 775.00 974.00 0.00 350.00 0.00 0.00 203.00 0.00 32.72
764 0.00 763.00 966.00 0.00 385.00 0.00 0.00 186.00 0.00 6.27
765 0.00 763.00 966.00 0.00 385.00 0.00 0.00 186.00 0.00 14.70
766 0.00 763.00 966.00 0.00 385.00 0.00 0.00 186.00 0.00 23.22
767 0.00 763.00 966.00 0.00 385.00 0.00 0.00 186.00 0.00 27.92
768 0.00 763.00 966.00 0.00 385.00 0.00 0.00 186.00 0.00 31.35
769 0.00 825.00 978.00 0.00 331.00 0.00 0.00 192.00 0.00 39.00
770 0.00 825.00 978.00 0.00 331.00 0.00 0.00 192.00 0.00 41.24
771 0.00 806.00 1047.00 0.00 349.00 0.00 0.00 192.00 0.00 14.99
772 0.00 825.00 978.00 0.00 331.00 0.00 0.00 192.00 0.00 13.52
773 0.00 739.00 1047.00 0.00 382.00 0.00 0.00 186.00 0.00 24.00
774 0.00 739.00 1047.00 0.00 382.00 0.00 0.00 186.00 0.00 37.42
775 0.00 784.00 1111.00 0.00 382.00 0.00 0.00 186.00 0.00 11.47
776 0.00 774.00 1104.00 0.00 281.00 0.00 0.00 186.00 0.00 22.44
777 0.00 754.00 1069.00 0.00 339.00 0.00 0.00 185.00 0.00 21.16
778 0.00 754.00 1069.00 0.00 339.00 0.00 0.00 185.00 0.00 31.84
779 0.00 769.00 1069.00 0.00 295.00 0.00 0.00 185.00 0.00 14.80
780 0.00 769.00 1069.00 0.00 295.00 0.00 0.00 185.00 0.00 25.18
781 0.00 789.00 1118.00 0.00 238.00 0.00 0.00 185.00 0.00 17.54
782 0.00 765.00 1085.00 0.00 296.00 0.00 0.00 192.00 0.00 14.20
783 0.00 765.00 1085.00 0.00 296.00 0.00 0.00 192.00 0.00 21.65
784 0.00 765.00 1085.00 0.00 296.00 0.00 0.00 192.00 0.00 29.39
785 0.00 825.00 879.00 0.00 331.00 0.00 0.00 192.00 0.00 13.52
786 0.00 825.00 978.00 0.00 331.00 0.00 0.00 192.00 0.00 16.26
787 0.00 825.00 978.00 0.00 331.00 0.00 0.00 192.00 0.00 31.45
788 0.00 825.00 978.00 0.00 331.00 0.00 0.00 192.00 0.00 37.23
789 0.00 806.00 1047.00 0.00 349.00 0.00 0.00 192.00 0.00 18.13
790 0.00 806.00 1047.00 0.00 349.00 0.00 0.00 192.00 0.00 32.72
791 0.00 806.00 1047.00 0.00 349.00 0.00 0.00 192.00 0.00 39.49
792 0.00 806.00 1047.00 0.00 349.00 0.00 0.00 192.00 0.00 41.05
793 0.00 806.00 1047.00 0.00 349.00 0.00 0.00 192.00 0.00 42.13
794 0.00 817.00 974.00 0.00 302.00 0.00 0.00 203.00 0.00 18.13
795 0.00 817.00 974.00 0.00 302.00 0.00 0.00 203.00 0.00 26.74
796 0.00 613.00 1125.00 0.00 525.00 0.00 0.00 189.00 0.00 61.92
797 0.00 613.00 1125.00 0.00 500.00 0.00 0.00 200.00 0.00 47.22
798 0.00 613.00 1125.00 0.00 500.00 0.00 0.00 200.00 0.00 51.04
799 0.00 613.00 1125.00 0.00 500.00 0.00 0.00 200.00 0.00 55.16
800 0.00 613.00 1125.00 0.00 540.00 0.00 0.00 173.00 0.00 41.64
801 0.00 784.00 1111.00 0.00 252.00 0.00 0.00 185.00 0.00 13.71
802 0.00 784.00 1111.00 0.00 252.00 0.00 0.00 185.00 0.00 19.69
803 0.00 754.00 1060.00 0.00 339.00 0.00 0.00 185.00 0.00 31.65
804 0.00 758.00 940.00 0.00 393.00 0.00 0.00 192.00 0.00 19.11
805 0.00 758.00 940.00 0.00 393.00 0.00 0.00 192.00 0.00 39.58
806 0.00 758.00 940.00 0.00 393.00 0.00 0.00 192.00 0.00 48.79
807 0.00 739.00 1047.00 0.00 382.00 0.00 0.00 185.00 0.00 24.00
808 0.00 739.00 1047.00 0.00 382.00 0.00 0.00 185.00 0.00 37.42
809 0.00 784.00 1111.00 0.00 252.00 0.00 0.00 186.00 0.00 11.47
810 0.00 784.00 1111.00 0.00 252.00 0.00 0.00 185.00 0.00 19.69
811 0.00 850.00 970.00 0.00 310.00 0.00 0.00 192.00 0.00 14.99
812 0.00 850.00 970.00 0.00 310.00 0.00 0.00 192.00 0.00 27.92
813 0.00 850.00 970.00 0.00 310.00 0.00 0.00 192.00 0.00 34.68
814 0.00 850.00 970.00 0.00 310.00 0.00 0.00 192.00 0.00 37.33
815 0.00 850.00 970.00 0.00 310.00 0.00 0.00 192.00 0.00 38.11
816 0.00 613.00 1125.00 0.00 525.00 0.00 0.00 189.00 0.00 33.80
817 0.00 613.00 1125.00 0.00 525.00 0.00 0.00 189.00 0.00 42.42
818 0.00 613.00 1125.00 0.00 525.00 0.00 0.00 189.00 0.00 48.40
819 0.00 613.00 1125.00 0.00 525.00 0.00 0.00 189.00 0.00 55.94
820 0.00 613.00 1125.00 0.00 525.00 0.00 0.00 189.00 0.00 58.78
821 0.00 613.00 1125.00 0.00 525.00 0.00 0.00 189.00 0.00 67.11
822 0.00 800.00 974.00 0.00 322.00 0.00 0.00 203.00 0.00 20.77
823 0.00 800.00 974.00 0.00 322.00 0.00 0.00 203.00 0.00 25.18
824 0.00 800.00 974.00 0.00 322.00 0.00 0.00 203.00 0.00 29.59
825 0.00 817.00 974.00 0.00 302.00 0.00 0.00 203.00 0.00 21.75
826 0.00 734.00 1040.00 0.00 397.00 0.00 0.00 185.00 0.00 39.09
827 0.00 721.00 936.00 0.00 480.00 0.00 0.00 192.00 0.00 24.39
828 0.00 896.00 896.00 0.00 522.00 0.00 0.00 146.00 0.00 50.51
829 0.00 896.00 896.00 0.00 522.00 0.00 0.00 146.00 0.00 74.99
830 82.00 680.00 904.00 105.00 273.00 9.00 0.00 210.00 0.00 37.17
831 148.00 741.00 838.00 190.00 162.00 19.00 0.00 179.00 0.00 33.76
832 112.00 658.00 923.00 144.00 154.00 10.00 0.00 220.00 0.00 16.50
833 89.00 829.00 860.00 115.00 147.00 9.00 0.00 202.00 0.00 19.99
834 139.00 695.00 944.00 178.00 152.00 18.00 0.00 168.00 0.00 36.35
835 111.00 651.00 914.00 143.00 310.00 22.00 0.00 168.00 0.00 33.69
836 175.00 844.00 943.00 0.00 144.00 18.00 0.00 158.00 0.00 15.42
837 0.00 722.00 895.00 140.00 304.00 6.00 0.00 214.00 0.00 33.42
838 0.00 730.00 1013.00 0.00 374.00 7.00 0.00 190.00 0.00 39.05
839 116.00 720.00 953.00 149.00 159.00 15.00 0.00 175.00 0.00 27.68
840 0.00 684.00 1002.00 239.00 153.00 6.00 0.00 200.00 0.00 26.86
841 0.00 804.00 914.00 143.00 310.00 10.00 0.00 168.00 0.00 45.30
842 100.00 705.00 959.00 0.00 305.00 10.00 0.00 196.00 0.00 30.12
843 184.00 772.00 991.00 0.00 151.00 12.00 0.00 167.00 0.00 15.57
844 130.00 785.00 883.00 167.00 142.00 11.00 0.00 174.00 0.00 44.61
845 107.00 655.00 878.00 137.00 298.00 6.00 0.00 201.00 0.00 53.52
846 0.00 774.00 870.00 164.00 321.00 5.00 0.00 190.00 0.00 57.21
847 0.00 757.00 824.00 187.00 366.00 7.00 0.00 191.00 0.00 65.91
848 100.00 805.00 825.00 129.00 280.00 9.00 0.00 172.00 0.00 52.82
849 76.00 821.00 835.00 97.00 252.00 8.00 0.00 194.00 0.00 33.40
850 150.00 729.00 1023.00 0.00 165.00 12.00 0.00 182.00 0.00 18.03
851 0.00 698.00 1022.00 243.00 156.00 11.00 0.00 180.00 0.00 37.36
852 146.00 710.00 829.00 188.00 160.00 11.00 0.00 203.00 0.00 32.84
853 107.00 815.00 879.00 0.00 298.00 6.00 0.00 186.00 0.00 42.64
854 126.00 737.00 861.00 0.00 318.00 6.00 0.00 210.00 0.00 40.06
855 94.00 696.00 904.00 121.00 287.00 9.00 0.00 188.00 0.00 41.94
856 0.00 790.00 882.00 166.00 326.00 9.00 0.00 174.00 0.00 61.23
857 142.00 778.00 801.00 0.00 356.00 11.00 0.00 193.00 0.00 40.87
858 161.00 736.00 867.00 207.00 132.00 5.00 0.00 179.00 0.00 33.30
859 0.00 709.00 951.00 149.00 322.00 8.00 0.00 186.00 0.00 52.42
860 200.00 846.00 849.00 0.00 164.00 13.00 0.00 181.00 0.00 15.09
861 113.00 783.00 925.00 0.00 314.00 10.00 0.00 170.00 0.00 38.46
862 128.00 780.00 870.00 0.00 321.00 11.00 0.00 182.00 0.00 37.26
863 128.00 656.00 869.00 164.00 140.00 6.00 0.00 237.00 0.00 35.23
864 0.00 829.00 908.00 121.00 288.00 7.00 0.00 177.00 0.00 42.13
865 107.00 744.00 880.00 0.00 298.00 11.00 0.00 210.00 0.00 31.87
866 86.00 790.00 833.00 111.00 265.00 6.00 0.00 195.00 0.00 41.54
867 0.00 688.00 1049.00 250.00 160.00 12.00 0.00 168.00 0.00 39.45
868 0.00 827.00 859.00 260.00 166.00 13.00 0.00 183.00 0.00 37.91
869 90.00 768.00 870.00 116.00 276.00 9.00 0.00 180.00 0.00 44.28
870 116.00 813.00 818.00 0.00 322.00 10.00 0.00 196.00 0.00 31.18
871 109.00 780.00 892.00 139.00 149.00 6.00 0.00 193.00 0.00 23.69
872 0.00 789.00 990.00 187.00 159.00 11.00 0.00 176.00 0.00 32.76
873 78.00 761.00 864.00 100.00 261.00 9.00 0.00 201.00 0.00 32.40
874 71.00 695.00 853.00 92.00 237.00 6.00 0.00 247.00 0.00 28.63
875 113.00 689.00 1002.00 0.00 313.00 8.00 0.00 178.00 0.00 36.80
876 0.00 697.00 1047.00 183.00 155.00 9.00 0.00 193.00 0.00 18.28
877 0.00 872.00 827.00 230.00 146.00 3.00 0.00 202.00 0.00 33.06
878 107.00 778.00 819.00 0.00 296.00 11.00 0.00 221.00 0.00 31.42
879 0.00 795.00 949.00 210.00 133.00 3.00 0.00 196.00 0.00 31.03
880 0.00 824.00 867.00 145.00 313.00 8.00 0.00 178.00 0.00 44.39
881 112.00 816.00 992.00 0.00 152.00 8.00 0.00 184.00 0.00 12.18
882 113.00 689.00 1002.00 145.00 153.00 8.00 0.00 178.00 0.00 25.56
883 103.00 753.00 916.00 133.00 140.00 7.00 0.00 200.00 0.00 36.44
884 0.00 893.00 847.00 236.00 149.00 13.00 0.00 176.00 0.00 32.96
885 120.00 728.00 878.00 0.00 300.00 10.00 0.00 212.00 0.00 23.84
886 113.00 824.00 867.00 145.00 153.00 8.00 0.00 178.00 0.00 26.23
887 137.00 830.00 1002.00 0.00 148.00 16.00 0.00 158.00 0.00 17.95
888 138.00 792.00 801.00 0.00 326.00 11.00 0.00 199.00 0.00 40.68
889 0.00 822.00 1000.00 145.00 153.00 8.00 0.00 178.00 0.00 19.01
890 86.00 733.00 895.00 111.00 262.00 5.00 0.00 195.00 0.00 33.72
891 195.00 713.00 898.00 0.00 158.00 11.00 0.00 220.00 0.00 8.54
892 185.00 678.00 1074.00 0.00 151.00 16.00 0.00 167.00 0.00 13.46
893 90.00 762.00 931.00 0.00 273.00 11.00 0.00 199.00 0.00 32.24
894 92.00 780.00 953.00 118.00 149.00 7.00 0.00 183.00 0.00 23.52
895 143.00 643.00 967.00 169.00 143.00 8.00 0.00 191.00 0.00 29.72
896 78.00 763.00 936.00 101.00 260.00 10.00 0.00 171.00 0.00 49.77
897 0.00 759.00 917.00 161.00 313.00 10.00 0.00 178.00 0.00 52.44
898 0.00 794.00 970.00 120.00 284.00 7.00 0.00 168.00 0.00 40.93
899 0.00 817.00 986.00 0.00 336.00 3.00 0.00 182.00 0.00 44.86
900 134.00 812.00 979.00 0.00 145.00 11.00 0.00 181.00 0.00 13.20
901 0.00 675.00 1069.00 237.00 150.00 12.00 0.00 174.00 0.00 37.43
902 133.00 805.00 814.00 170.00 144.00 8.00 0.00 192.00 0.00 29.87
903 0.00 802.00 811.00 170.00 331.00 8.00 0.00 195.00 0.00 56.61
904 143.00 697.00 1047.00 0.00 155.00 9.00 0.00 193.00 0.00 12.46
905 0.00 868.00 877.00 183.00 155.00 9.00 0.00 193.00 0.00 23.79
906 166.00 805.00 961.00 0.00 135.00 10.00 0.00 180.00 0.00 13.29
907 87.00 745.00 910.00 112.00 266.00 10.00 0.00 178.00 0.00 39.42
908 113.00 690.00 869.00 145.00 314.00 8.00 0.00 179.00 0.00 46.23
909 0.00 822.00 1000.00 145.00 313.00 8.00 0.00 127.00 0.00 44.52
910 0.00 817.00 986.00 173.00 146.00 3.00 0.00 182.00 0.00 23.74
911 106.00 774.00 941.00 136.00 144.00 7.00 0.00 178.00 0.00 26.14
912 182.00 884.00 839.00 0.00 148.00 15.00 0.00 181.00 0.00 15.52
913 91.00 666.00 946.00 117.00 277.00 7.00 0.00 191.00 0.00 43.57
914 107.00 784.00 953.00 0.00 298.00 13.00 0.00 164.00 0.00 35.86
915 0.00 689.00 1002.00 145.00 313.00 8.00 0.00 178.00 0.00 41.05
916 143.00 699.00 880.00 184.00 155.00 9.00 0.00 194.00 0.00 28.99
917 0.00 760.00 924.00 134.00 289.00 6.00 0.00 195.00 0.00 46.24
918 0.00 828.00 1000.00 175.00 148.00 2.00 0.00 171.00 0.00 26.92
919 179.00 869.00 824.00 0.00 145.00 8.00 0.00 202.00 0.00 10.54
920 0.00 822.00 1000.00 0.00 313.00 8.00 0.00 178.00 0.00 25.10
921 126.00 764.00 923.00 162.00 136.00 10.00 0.00 172.00 0.00 29.07
922 143.00 868.00 877.00 0.00 155.00 9.00 0.00 193.00 0.00 9.74
923 77.00 749.00 919.00 99.00 255.00 6.00 0.00 189.00 0.00 33.80
924 172.00 638.00 822.00 207.00 162.00 10.00 0.00 216.00 0.00 39.84
925 98.00 783.00 847.00 196.00 136.00 6.00 0.00 199.00 0.00 26.97
926 128.00 641.00 961.00 163.00 164.00 8.00 0.00 197.00 0.00 27.23
927 164.00 680.00 820.00 214.00 162.00 10.00 0.00 202.00 0.00 30.65
928 152.00 704.00 819.00 214.00 157.00 9.00 0.00 200.00 0.00 33.05
929 194.00 623.00 935.00 153.00 149.00 8.00 0.00 192.00 0.00 24.58
930 193.00 643.00 965.00 105.00 135.00 6.00 0.00 196.00 0.00 21.91
931 161.00 669.00 848.00 209.00 159.00 7.00 0.00 201.00 0.00 30.88
932 195.00 709.00 1021.00 15.00 144.00 6.00 0.00 176.00 0.00 15.34
933 185.00 612.00 845.00 174.00 154.00 7.00 0.00 228.00 0.00 24.34
934 195.00 636.00 898.00 187.00 167.00 7.00 0.00 185.00 0.00 23.89
935 190.00 623.00 923.00 86.00 184.00 6.00 0.00 213.00 0.00 22.93
936 187.00 614.00 854.00 178.00 156.00 7.00 0.00 221.00 0.00 29.41
937 71.50 695.40 852.90 91.70 236.90 6.00 0.00 246.90 0.00 28.63
938 113.00 688.70 1001.90 0.00 313.30 8.00 0.00 178.50 0.00 36.80
939 0.00 696.70 1047.40 183.40 154.80 9.10 0.00 193.30 0.00 18.29
940 0.00 871.80 827.00 230.50 145.90 3.40 0.00 202.50 0.00 32.72
941 106.70 778.40 819.20 0.00 296.00 10.50 0.00 221.40 0.00 31.42
942 0.00 795.30 949.40 210.20 133.10 3.10 0.00 195.70 0.00 28.94
943 0.00 824.00 867.20 145.00 313.30 8.00 0.00 178.50 0.00 40.93
944 111.90 815.90 992.00 0.00 151.60 7.90 0.00 184.40 0.00 12.18
945 113.00 688.70 1001.90 145.00 153.10 8.00 0.00 178.50 0.00 25.56
946 103.30 753.40 916.00 132.60 139.90 7.40 0.00 200.30 0.00 36.44
947 0.00 892.70 846.80 236.00 149.50 12.60 0.00 175.80 0.00 32.96
948 119.80 727.60 878.20 0.00 299.80 9.90 0.00 211.50 0.00 23.84
949 113.00 824.00 867.20 145.00 153.10 8.00 0.00 178.50 0.00 26.23
950 136.60 830.10 1001.80 0.00 148.10 16.10 0.00 158.10 0.00 17.96
951 137.90 792.50 801.10 0.00 326.50 10.80 0.00 199.00 0.00 38.63
952 0.00 822.20 999.70 144.70 152.70 8.00 0.00 178.10 0.00 19.01
953 86.10 732.60 895.20 110.50 261.90 5.00 0.00 195.40 0.00 33.72
954 194.90 712.90 897.70 0.00 158.40 11.00 0.00 219.70 0.00 8.54
955 185.30 678.00 1074.50 0.00 150.70 15.60 0.00 166.70 0.00 13.46
956 89.60 762.20 931.30 0.00 272.60 10.60 0.00 198.70 0.00 32.25
957 91.70 780.30 953.40 117.60 149.00 7.10 0.00 182.90 0.00 23.52
958 142.70 643.50 967.40 169.40 143.00 8.40 0.00 190.70 0.00 29.73
959 78.40 762.90 935.70 100.60 259.90 10.40 0.00 170.60 0.00 49.77
960 0.00 759.50 916.60 160.50 312.90 9.60 0.00 177.60 0.00 52.45
961 0.00 794.20 970.40 119.70 284.00 7.20 0.00 168.30 0.00 40.93
962 0.00 816.80 985.80 0.00 336.50 3.40 0.00 181.90 0.00 44.87
963 133.60 811.50 979.50 0.00 144.80 11.10 0.00 180.80 0.00 13.20
964 0.00 674.80 1069.30 236.80 150.00 11.90 0.00 173.80 0.00 37.43
965 132.60 805.30 814.10 170.20 143.70 8.50 0.00 191.60 0.00 29.87
966 0.00 802.30 811.00 169.60 330.50 8.10 0.00 194.90 0.00 56.62
967 142.80 696.70 1047.40 0.00 154.80 9.10 0.00 193.30 0.00 12.46
968 0.00 867.70 877.20 183.40 154.80 9.10 0.00 193.30 0.00 23.79
969 165.70 804.90 961.00 0.00 134.70 10.00 0.00 180.20 0.00 13.29
970 87.50 744.50 909.70 112.30 266.20 10.40 0.00 177.90 0.00 39.42
971 113.20 690.20 869.10 145.30 314.00 8.00 0.00 178.90 0.00 46.23
972 0.00 822.20 999.70 144.70 312.70 8.00 0.00 127.30 0.00 44.52
973 0.00 816.80 985.80 172.60 145.70 3.40 0.00 181.90 0.00 23.74
974 106.20 774.30 941.50 136.30 143.80 7.50 0.00 178.10 0.00 26.15
975 182.10 884.30 838.90 0.00 148.10 15.00 0.00 181.40 0.00 15.53
976 91.00 665.60 946.50 116.80 277.00 7.00 0.00 190.60 0.00 43.58
977 107.50 784.00 953.20 0.00 298.10 12.80 0.00 163.60 0.00 35.87
978 0.00 688.70 1001.90 145.00 313.30 8.00 0.00 178.50 0.00 41.05
979 143.20 698.50 879.60 183.90 155.20 9.20 0.00 193.80 0.00 28.99
980 0.00 760.10 924.10 133.70 289.00 5.50 0.00 194.90 0.00 46.25
981 0.00 828.50 1000.00 175.10 147.80 2.20 0.00 171.20 0.00 26.92
982 178.90 868.70 824.00 0.00 145.40 7.80 0.00 201.70 0.00 10.54
983 0.00 822.20 999.70 0.00 312.70 8.00 0.00 178.10 0.00 25.10
984 125.80 764.40 922.60 161.60 136.40 10.40 0.00 171.60 0.00 29.07
985 142.80 867.70 877.20 0.00 154.80 9.10 0.00 193.30 0.00 9.74
986 77.00 749.30 919.00 98.80 255.30 6.50 0.00 188.60 0.00 33.80
987 81.80 679.70 904.00 105.10 272.80 9.00 0.00 209.70 0.00 37.17
988 148.10 741.40 838.10 190.10 162.00 18.80 0.00 178.80 0.00 33.76
989 112.30 657.90 923.20 144.20 153.60 10.10 0.00 220.10 0.00 16.50
990 89.30 829.50 860.00 114.60 146.50 8.80 0.00 201.90 0.00 19.99
991 138.70 694.60 944.00 178.10 151.80 18.30 0.00 167.50 0.00 36.35
992 111.20 651.20 913.90 142.80 309.90 22.10 0.00 167.80 0.00 38.22
993 174.90 844.50 942.70 0.00 143.60 17.90 0.00 158.40 0.00 15.42
994 0.00 722.50 895.50 139.90 303.60 6.20 0.00 213.50 0.00 33.42
995 0.00 730.40 1013.20 0.00 374.30 6.70 0.00 190.20 0.00 39.06
996 116.00 719.70 953.30 148.90 158.60 15.00 0.00 175.10 0.00 27.68
997 0.00 683.90 1001.80 238.70 152.60 6.30 0.00 200.00 0.00 26.86
998 0.00 804.00 914.30 142.80 310.00 10.00 0.00 167.90 0.00 45.30
999 99.60 705.20 959.40 0.00 304.80 9.80 0.00 196.00 0.00 30.12
1000 183.90 772.20 991.20 0.00 150.90 11.60 0.00 166.60 0.00 15.57
1001 129.70 785.30 882.60 166.60 141.90 10.90 0.00 173.50 0.00 44.61
1002 106.90 655.30 878.40 137.20 297.80 6.00 0.00 201.30 0.00 53.52
1003 0.00 774.00 870.00 164.20 321.30 4.60 0.00 190.50 0.00 57.22
1004 0.00 756.90 824.30 187.00 366.00 6.60 0.00 191.30 0.00 65.91
1005 100.40 804.90 825.10 128.90 279.80 9.50 0.00 172.40 0.00 52.83
1006 75.60 821.40 835.50 97.10 252.10 8.30 0.00 193.80 0.00 33.40
1007 150.40 728.90 1023.30 0.00 164.60 11.70 0.00 181.60 0.00 18.03
1008 0.00 697.70 1022.00 243.50 155.60 10.70 0.00 180.30 0.00 37.36
1009 146.40 709.70 828.70 188.00 160.20 11.30 0.00 203.20 0.00 35.31
1010 107.00 815.20 879.00 0.00 298.10 6.10 0.00 186.40 0.00 42.64
1011 126.50 736.60 860.50 0.00 317.90 5.70 0.00 209.70 0.00 40.06
1012 93.90 695.90 904.40 120.50 287.30 9.20 0.00 187.60 0.00 43.80
1013 0.00 790.00 881.60 166.40 325.60 8.90 0.00 174.00 0.00 61.24
1014 141.60 778.40 801.40 0.00 355.90 11.00 0.00 193.30 0.00 40.87
1015 160.90 735.60 866.90 206.50 132.00 5.50 0.00 178.90 0.00 33.31
1016 0.00 709.50 951.00 148.60 322.50 8.50 0.00 185.80 0.00 52.43
1017 200.10 846.00 849.30 0.00 164.20 12.60 0.00 181.20 0.00 15.09
1018 112.60 782.90 925.30 0.00 313.80 10.10 0.00 169.90 0.00 38.46
1019 127.90 779.70 870.10 0.00 321.40 11.50 0.00 182.50 0.00 37.27
1020 127.70 655.60 868.60 163.90 139.70 5.80 0.00 236.70 0.00 35.23
1021 0.00 829.50 907.90 121.00 288.40 7.00 0.00 177.40 0.00 42.14
1022 107.00 744.20 879.60 0.00 298.20 11.10 0.00 209.70 0.00 31.88
1023 86.50 790.40 832.60 111.00 264.50 5.90 0.00 195.50 0.00 41.54
1024 0.00 688.20 1049.30 250.00 159.80 12.20 0.00 168.40 0.00 39.46
1025 0.00 826.80 858.80 259.70 166.00 12.70 0.00 183.20 0.00 37.92
1026 90.30 768.30 870.10 116.00 276.40 8.90 0.00 179.60 0.00 44.28
1027 115.60 813.40 817.90 0.00 322.20 10.40 0.00 196.00 0.00 31.18
1028 108.60 780.00 892.40 139.40 148.50 6.10 0.00 192.70 0.00 23.70
1029 0.00 788.90 989.60 186.70 159.10 11.30 0.00 175.60 0.00 32.77
1030 78.30 761.50 864.50 100.50 260.90 8.60 0.00 200.60 0.00 32.40

References

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Figure 1. Theoretical Framework.
Figure 1. Theoretical Framework.
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Figure 2. Conceptual Framework.
Figure 2. Conceptual Framework.
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Figure 3. Compressive Strength Testing using Universal Testing Machine.
Figure 3. Compressive Strength Testing using Universal Testing Machine.
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Figure 4. GPC (with varying proportions) after casting.
Figure 4. GPC (with varying proportions) after casting.
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Figure 5. Performance plot of outcomes.
Figure 5. Performance plot of outcomes.
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Figure 6. Histogram performance plot of outcomes.
Figure 6. Histogram performance plot of outcomes.
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Figure 7. Parts A, B, and C of Regression model of outcomes
Figure 7. Parts A, B, and C of Regression model of outcomes
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Figure 8. Training State of Outcomes
Figure 8. Training State of Outcomes
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Table 1. Ingredients for GPC and CC Mix 1-16.
Table 1. Ingredients for GPC and CC Mix 1-16.
Name Fly Ash (kg/m3) Sand (kg/m3) Gravel (kg/m3) GGBFS (kg/m3) Portland Cement (kg/m3) SP (kg/m3) NaOH (kg/m3) Water (kg/m3) Na₂SiO₃ (kg/m3)
GPC1 3013.675 3671.500 6002.500 744.555 0 37.118 264 287 1793.250
GPC2 3013.675 3671.500 6002.500 744.555 0 37.118 264 287 1793.250
GPC3 2659.125 2900 9003.750 1595.475 0 39.769 96.500 284 3945
GPC4 2659.125 2900 9003.750 1595.475 0 39.769 96.500 284 3945
GPC5 2785.500 4350 6780.750 835.650 2708.250 0 0 200 0
GPC6 2785.500 4350 6780.750 835.650 2708.250 0 0 200 0
GPC7 1063.650 3500 6002.500 319.095 1950 31.815 176 287 1195.500
GPC8 709.100 4944 6927.500 354.550 472.734 0 223.500 0 1372.500
GPC9 709.100 4944 6927.500 354.550 472.734 0 223.500 0 1372.500
GPC10 493.500 4339 7357.500 364.500 728.500 0 148 564.350 986.400
GPC11 493.500 4339 7357.500 364.500 728.500 0 148 564.350 986.400
GPC12 827.500 5013 7961.500 381 594.500 0 176.500 106.225 1233
GPC13 827.500 4000 6090.500 354.550 352 0 58.424 0 1541.576
GPC14 827.500 4000 6090.500 354.550 352 0 58.424 0 1541.576
CC1 0 4350 6780.750 0 2708.250 0 0 150 0
CC2 0 4350 6780.750 0 2708.250 0 0 150 0
Table 2. Varying Proportions of Geopolymer Mix and OPC Mix.
Table 2. Varying Proportions of Geopolymer Mix and OPC Mix.
Name GP Mixture OPC Mixture
GPC1 - GPC2 100% 0%
GPC3 - GPC4 70% 30%
GPC5 - GPC6 30% 70%
GPC7 15% 85%
GPC8 - GPC9 60% 40%
GPC10 - GPC11 40% 60%
GPC12 50% 50%
GPC13 - GPC14 70% 30%
CC1 - CC2 0% 100%
Table 3. Concrete Water Absorption Test Calculation and Results.
Table 3. Concrete Water Absorption Test Calculation and Results.
Name Dry Weight (kg) Wet Weight (kg) Water Absorption (%)
GPC1 9.850 10.950 11.170
GPC2 9.850 10.950 11.170
GPC3 11.100 11.150 0.450
GPC4 11.100 11.150 0.450
GPC5 11.200 11.250 0.450
GPC6 11.200 11.250 0.450
CC1 11.250 11.250 0.000
CC2 11.250 11.250 0.000
GPC7 11.100 11.200 0.900
GPC8 11.200 11.250 0.450
GPC9 11.200 11.200 0.000
GPC10 11.150 11.250 0.900
GPC11 11.150 11.250 0.900
GPC12 11.200 11.250 0.450
GPC13 11.150 11.200 0.450
GPC14 11.150 11.200 0.450
Table 4. Overall Compressive Strength Observed in Lab.
Table 4. Overall Compressive Strength Observed in Lab.
Name Compressive Strength (MPa)
GPC1 0.91
GPC2 0.71
GPC3 5.35
GPC4 2.69
GPC5 24.09
GPC6 30.94
GPC7 7.98
GPC8 21.91
GPC9 14.79
GPC10 13.48
GPC11 14.83
GPC12 16.39
GPC13 7.24
GPC14 5.42
CC1 18.10
CC2 17.55
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Copyright: This open access article is published under a Creative Commons CC BY 4.0 license, which permit the free download, distribution, and reuse, provided that the author and preprint are cited in any reuse.
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