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Did Mercedes sacrifice Abu Dhabi GP pace to exploit test day?
Dec 25, 2020
At the end of a Formula 1 season that Mercedes quite comfortably dominated, its defeat to Red Bull in the Abu Dhabi finale prompted some intrigue from a technical standpoint.
While the impact of Mercedes turning its engines down for reliability reasons, and not getting the best from the tyres, explained a lot there could also be a further hidden factor at play to explain what happened
The performance drop could revolve around a mindset that Mercedes has operated with for a while: putting its long-term gains of future car development over any short-term competitive needs. We know that Mercedes switched off development of its W11 pretty early to shift its focus for 2021; and its likely that approach was in play in Abu Dhabi.
With a post-season day of testing coming up, where teams could strictly only run the cars in the same specification they ran in for the Abu Dhabi GP, did Mercedes run some components in the weekend that were aimed more for the post-weekend run than the race itself?
It is something Mercedes has done before. For the last two years it has exploited the same-spec rule by mounting a row of pitot tubes on the floor (see W09 above from 2018), which allowed it to capture data throughout the race weekend and during the test that followed.
While perfect for the test, it did mean the team was running a little overweight in order that it could carry the additional loggers required to store the data. Creating this moving laboratory inevitably led to it being slightly hamstrung throughout the Abu Dhabi weekend, but then allowed it to test and collect a huge pool of data that would help it improve performance coming into the 2020 season.
Having successfully retrieved what it needed at the end of last season, it may well be that Mercedes hatched a plan to take things a step further at this years post-race test by installing a number of components on the car in order that it might get a feel for how they perform. After all, next season we will be racing with cars that have a significant amount of carry over, so its the perfect opportunity to get real world information that can be fed directly back into the simulation loop.
Despite a difficulty in taking close-up photos due to coronavirus protocol restrictions, Giorgio Piola noted a modification to the W11s front suspension that was fitted to the car throughout the entire weekend.
As shown in the illustration above, a change has been made to the anti-roll bar connecting rockers, which strays away from a shape thats been used for several seasons now, in favour of a smaller and more lightweight solution.
The catalyst for this change is likely to do with the incoming regulation changes and the new tyre construction being introduced by Pirelli for next season. The difference in construction not only means the shape of the rubber is slightly different, but it also alters the way you build core temperature within the tyre and how you look after the tread platform.
Interestingly, the change in tyre shape for 2021 may force Mercedes to make further alterations to its front suspension too, as the upright extension that it has used for several years places the wishbone in close proximity to the tyres sidewall.
In preparation for this, it has sleeved the end of the upper wishbone with a polystyrene cover to prevent damage when testing the new tyres. This also allows the surface to be shaved away by the tyre, giving a clear indication of how close it can position its wishbone before it fouls the tyres sidewall.
In evaluating the 2021 specification tyres during FP2, teams were required to complete a minimum of 10 laps on the rubber. However, the Mercedes pair pushed on, hoping to capture more data that could then be used in back-to-back analysis of the data from the post-race test on the 2020 tyres.
Eating into its usual weekend preparation time and choosing to run the new inboard suspension elements for the rest of the weekend suggests that the team was prepared to accept sub-optimal tyre performance, in favour of the extra dataset it would be able to create in the post race test.
Meanwhile, its believed the team also installed the experimental radiator layout that was briefly tested on Valtteri Bottas car at the Sakhir GP, owing to the same rear bodywork and cooling outlet being selected as was used in that test. Its understood that this new layout was designed to work in conjunction with next year's power unit.
Therefore, to maintain reliability, the team was likely forced to run in a lower power setting than would ordinarily be the case. This was perhaps underlined by the Mercedes pair being the slowest in the top speed trap during the race.
Having stopped development early this year to focus on the impending changes for 2021 and 2022, Mercedes may not have bargained for the large strides that Red Bull took in the closing stages of the season as it continued to develop the RB16.
But, with Mercedes plans for the season finale and post-race test already in motion for some time, it may simply have been a case of accepting some short term pain for the inevitable long term gains.
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Did Mercedes sacrifice Abu Dhabi GP pace to exploit test day?
Dec 25, 2020
At the end of a Formula 1 season that Mercedes quite comfortably dominated, its defeat to Red Bull in the Abu Dhabi finale prompted some intrigue from a technical standpoint.
While the impact of Mercedes turning its engines down for reliability reasons, and not getting the best from the tyres, explained a lot there could also be a further hidden factor at play to explain what happened
The performance drop could revolve around a mindset that Mercedes has operated with for a while: putting its long-term gains of future car development over any short-term competitive needs. We know that Mercedes switched off development of its W11 pretty early to shift its focus for 2021; and its likely that approach was in play in Abu Dhabi.
With a post-season day of testing coming up, where teams could strictly only run the cars in the same specification they ran in for the Abu Dhabi GP, did Mercedes run some components in the weekend that were aimed more for the post-weekend run than the race itself?
It is something Mercedes has done before. For the last two years it has exploited the same-spec rule by mounting a row of pitot tubes on the floor (see W09 above from 2018), which allowed it to capture data throughout the race weekend and during the test that followed.
While perfect for the test, it did mean the team was running a little overweight in order that it could carry the additional loggers required to store the data. Creating this moving laboratory inevitably led to it being slightly hamstrung throughout the Abu Dhabi weekend, but then allowed it to test and collect a huge pool of data that would help it improve performance coming into the 2020 season.
Having successfully retrieved what it needed at the end of last season, it may well be that Mercedes hatched a plan to take things a step further at this years post-race test by installing a number of components on the car in order that it might get a feel for how they perform. After all, next season we will be racing with cars that have a significant amount of carry over, so its the perfect opportunity to get real world information that can be fed directly back into the simulation loop.
Despite a difficulty in taking close-up photos due to coronavirus protocol restrictions, Giorgio Piola noted a modification to the W11s front suspension that was fitted to the car throughout the entire weekend.
As shown in the illustration above, a change has been made to the anti-roll bar connecting rockers, which strays away from a shape thats been used for several seasons now, in favour of a smaller and more lightweight solution.
The catalyst for this change is likely to do with the incoming regulation changes and the new tyre construction being introduced by Pirelli for next season. The difference in construction not only means the shape of the rubber is slightly different, but it also alters the way you build core temperature within the tyre and how you look after the tread platform.
Interestingly, the change in tyre shape for 2021 may force Mercedes to make further alterations to its front suspension too, as the upright extension that it has used for several years places the wishbone in close proximity to the tyres sidewall.
In preparation for this, it has sleeved the end of the upper wishbone with a polystyrene cover to prevent damage when testing the new tyres. This also allows the surface to be shaved away by the tyre, giving a clear indication of how close it can position its wishbone before it fouls the tyres sidewall.
In evaluating the 2021 specification tyres during FP2, teams were required to complete a minimum of 10 laps on the rubber. However, the Mercedes pair pushed on, hoping to capture more data that could then be used in back-to-back analysis of the data from the post-race test on the 2020 tyres.
Eating into its usual weekend preparation time and choosing to run the new inboard suspension elements for the rest of the weekend suggests that the team was prepared to accept sub-optimal tyre performance, in favour of the extra dataset it would be able to create in the post race test.
Meanwhile, its believed the team also installed the experimental radiator layout that was briefly tested on Valtteri Bottas car at the Sakhir GP, owing to the same rear bodywork and cooling outlet being selected as was used in that test. Its understood that this new layout was designed to work in conjunction with next year's power unit.
Therefore, to maintain reliability, the team was likely forced to run in a lower power setting than would ordinarily be the case. This was perhaps underlined by the Mercedes pair being the slowest in the top speed trap during the race.
Having stopped development early this year to focus on the impending changes for 2021 and 2022, Mercedes may not have bargained for the large strides that Red Bull took in the closing stages of the season as it continued to develop the RB16.
But, with Mercedes plans for the season finale and post-race test already in motion for some time, it may simply have been a case of accepting some short term pain for the inevitable long term gains.
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Did Mercedes sacrifice Abu Dhabi GP pace to exploit test day?
Dec 25, 2020
At the end of a Formula 1 season that Mercedes quite comfortably dominated, its defeat to Red Bull in the Abu Dhabi finale prompted some intrigue from a technical standpoint.
While the impact of Mercedes turning its engines down for reliability reasons, and not getting the best from the tyres, explained a lot there could also be a further hidden factor at play to explain what happened
The performance drop could revolve around a mindset that Mercedes has operated with for a while: putting its long-term gains of future car development over any short-term competitive needs. We know that Mercedes switched off development of its W11 pretty early to shift its focus for 2021; and its likely that approach was in play in Abu Dhabi.
With a post-season day of testing coming up, where teams could strictly only run the cars in the same specification they ran in for the Abu Dhabi GP, did Mercedes run some components in the weekend that were aimed more for the post-weekend run than the race itself?
It is something Mercedes has done before. For the last two years it has exploited the same-spec rule by mounting a row of pitot tubes on the floor (see W09 above from 2018), which allowed it to capture data throughout the race weekend and during the test that followed.
While perfect for the test, it did mean the team was running a little overweight in order that it could carry the additional loggers required to store the data. Creating this moving laboratory inevitably led to it being slightly hamstrung throughout the Abu Dhabi weekend, but then allowed it to test and collect a huge pool of data that would help it improve performance coming into the 2020 season.
Having successfully retrieved what it needed at the end of last season, it may well be that Mercedes hatched a plan to take things a step further at this years post-race test by installing a number of components on the car in order that it might get a feel for how they perform. After all, next season we will be racing with cars that have a significant amount of carry over, so its the perfect opportunity to get real world information that can be fed directly back into the simulation loop.
Despite a difficulty in taking close-up photos due to coronavirus protocol restrictions, Giorgio Piola noted a modification to the W11s front suspension that was fitted to the car throughout the entire weekend.
As shown in the illustration above, a change has been made to the anti-roll bar connecting rockers, which strays away from a shape thats been used for several seasons now, in favour of a smaller and more lightweight solution.
The catalyst for this change is likely to do with the incoming regulation changes and the new tyre construction being introduced by Pirelli for next season. The difference in construction not only means the shape of the rubber is slightly different, but it also alters the way you build core temperature within the tyre and how you look after the tread platform.
Interestingly, the change in tyre shape for 2021 may force Mercedes to make further alterations to its front suspension too, as the upright extension that it has used for several years places the wishbone in close proximity to the tyres sidewall.
In preparation for this, it has sleeved the end of the upper wishbone with a polystyrene cover to prevent damage when testing the new tyres. This also allows the surface to be shaved away by the tyre, giving a clear indication of how close it can position its wishbone before it fouls the tyres sidewall.
In evaluating the 2021 specification tyres during FP2, teams were required to complete a minimum of 10 laps on the rubber. However, the Mercedes pair pushed on, hoping to capture more data that could then be used in back-to-back analysis of the data from the post-race test on the 2020 tyres.
Eating into its usual weekend preparation time and choosing to run the new inboard suspension elements for the rest of the weekend suggests that the team was prepared to accept sub-optimal tyre performance, in favour of the extra dataset it would be able to create in the post race test.
Meanwhile, its believed the team also installed the experimental radiator layout that was briefly tested on Valtteri Bottas car at the Sakhir GP, owing to the same rear bodywork and cooling outlet being selected as was used in that test. Its understood that this new layout was designed to work in conjunction with next year's power unit.
Therefore, to maintain reliability, the team was likely forced to run in a lower power setting than would ordinarily be the case. This was perhaps underlined by the Mercedes pair being the slowest in the top speed trap during the race.
Having stopped development early this year to focus on the impending changes for 2021 and 2022, Mercedes may not have bargained for the large strides that Red Bull took in the closing stages of the season as it continued to develop the RB16.
But, with Mercedes plans for the season finale and post-race test already in motion for some time, it may simply have been a case of accepting some short term pain for the inevitable long term gains.
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https://colab.research.google.com/drive/1OsbtsEIRLZI-jo7_qb1p4TonZm425EiE
https://colab.research.google.com/drive/13iWC0DFR7L9sduaeja1Uf2DuZL7pqD3K
https://colab.research.google.com/drive/1_RlqJbc96Mi-6z7_bAnijSxLTabGFhEe
https://colab.research.google.com/drive/1ybBW_WPjjOlo1hYxI1k6AHJytZiI9Tbx
https://colab.research.google.com/drive/1VrOK0crQ2twmpfUouzW2LGXRfGK8xEQG
https://colab.research.google.com/drive/1P_grHrb0Iq8BtuQ89IE5Wuu7HRK671i5
https://colab.research.google.com/drive/10zXZE742KNsf4lvH1FxEeImA8ZjqdVTG
https://colab.research.google.com/drive/1ndvCDhVe0bE5rG3j9ifq8IEWHEGZ22C0
https://colab.research.google.com/drive/1cz1rGtrYazs3wm2ExDxpA2HttkT7q-Lo
https://colab.research.google.com/drive/1YDewTYS5EZKptCVqU45cSFx5L6C2h85b
https://colab.research.google.com/drive/1glno7rkgZ1GW1VJ3q7RnFlKJlxjqTiDf
https://colab.research.google.com/drive/19BkRN19A84g3_D2JZTzi7Ry4NwxPqEWE
https://colab.research.google.com/drive/1BQ-GL_aqmovZ0wbHfW7jHAJ1z_Lhtu40
https://colab.research.google.com/drive/17RnQDT_nB3qfIInwfOfflJtEcyoWbWV2
https://colab.research.google.com/drive/1W0BEfNWACsT88RiTQAJfegerHH5W4aFz
https://colab.research.google.com/drive/1bU4Y7VEhaCe6OKbnreKa-CbcpzgbuuKc
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https://colab.research.google.com/drive/1Pht5PZwdhsbhONSBF45c-HgGFr35m58f
https://colab.research.google.com/drive/1sG_N1ie8j2pwP69pjhbHAJbjFh4Lys8-
https://colab.research.google.com/drive/1LNm7KfxgfUYPr9epIjd6maxTjtEh-T39
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https://colab.research.google.com/drive/1dpu19X--K-8KOgENUrtSzEE4jP8xv0e5
https://colab.research.google.com/drive/1sy3bbC_oxW9FF8IWtjaxX_WceHKC8SZR
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https://colab.research.google.com/drive/1g29FTGqLEwYeNLTceEG_Yhw05jzxQBaB
https://colab.research.google.com/drive/10bcY58AePUhLGOmYBHRt2PaE6U372B7f
https://colab.research.google.com/drive/1gDvG_OfRqHiEJAa97e2SIxcYEznfPVcT
https://colab.research.google.com/drive/1FCFnb1xrSQhAvX34gqRbJNiEyMWzCWFh
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https://colab.research.google.com/drive/1tLEZ_PRWEtfrcierihBXcGI-fxcAFutI
https://colab.research.google.com/drive/1krCHubwvQNrdw72bwUdVZlrxvoHw4HYM
https://colab.research.google.com/drive/1NhZnzy_6vP4ppQ2oSw5ClOphZ-XBgzyd
https://colab.research.google.com/drive/1lfC2PIJXQXjsO-opgte_vMnquW3Q3Edy
https://colab.research.google.com/drive/1PzjMjxkivRssMmmpz4ZgP4z0fPjFwoOZ
https://colab.research.google.com/drive/167IM_P1r3AgmzYmEvXh_iQSgsudFky7Y
https://colab.research.google.com/drive/172RTJUEWXGxHs_wnMZPNIhMpAGEumZU2
https://colab.research.google.com/drive/1bsiKWdnC269seEe_9Q0dVibl80WQHIGX
https://colab.research.google.com/drive/1bUEnxTCbYr_NoLRTuilB7PDXRooAgu-j
https://colab.research.google.com/drive/1zLgeibqN_t6L7xmoaXb8JmHSIf5p7oRJ
https://colab.research.google.com/drive/17Of7NELY-bckIqQGlcR_MqRoXQwpzgUP
https://colab.research.google.com/drive/1P5wF7Jds17DnKQIMIHv226HZXro2Sdwh
https://colab.research.google.com/drive/1BlUYvPp4Fw-KIPuL4esC_JV1eaqr6dy7
https://colab.research.google.com/drive/1wjBd-PeaFE3QdMn6PUBlmG2Q2qDIcPZA
https://colab.research.google.com/drive/1j_dkraBQ-l_3tdoeJmOLDYUu_MZ44UwS
https://colab.research.google.com/drive/1g4DZlcgklA7OI24qK7fbaWmL77wOilT0
https://colab.research.google.com/drive/1HHOiyel6Aj3wFMCiVC169f80k6CoXT9b
https://colab.research.google.com/drive/1LBSFPPePazXvS5-0tqIaG9KYrUeYif0K
https://colab.research.google.com/drive/1QSGMpIgwcJJqcqqlpqB-Bvm3z-IMPbvs
https://colab.research.google.com/drive/1XJI4fWcwyzDGOJv0YJHqa3Qp7-X2sZ0P
https://colab.research.google.com/drive/1eWslOfFeD4_ho4FivFyUawIR7pjIkjk4
https://colab.research.google.com/drive/1FPcY53shDgMUY-5ChDVO3kYQcnSINg4l
https://colab.research.google.com/drive/1yaxsbeWDGZLBohYeuX33yB6dwJozHd_e
https://colab.research.google.com/drive/1bhXta3noe7Zsa2rQe8C26x-B6XoF_pXZ
https://colab.research.google.com/drive/1VhTOeGYaxa9AblhTk986Gh0q4PAFTVJR
https://colab.research.google.com/drive/1nx_LxuDuUJqKX1_PZ1lr_G9TDR8_X47h
https://colab.research.google.com/drive/1p1soRfN_UzDGeNj7cIxsSCP3FEuOHqcm
https://colab.research.google.com/drive/15LScCxi7i1IuIeF-2J-l-EeCC8gwOfFt
https://colab.research.google.com/drive/1Avp0SxpZiToNkW9sYZRQS49OlgAF5j_4
https://colab.research.google.com/drive/1qOXPqQeXCAaRKiR2rUBJNwso1gSwNd-a
https://colab.research.google.com/drive/164O0F-csgV_dNT4jrnWRYFFea-OtuocE
https://colab.research.google.com/drive/1gxKm8LipdkcSIu86QaYx5lhR4CycXE56
https://colab.research.google.com/drive/1C40hBkDyOksoh0jYhvVqlCY8QlvdkEoa
https://colab.research.google.com/drive/1ZYcn-aMC3LSht-iclde7l0F7EcC1RwPU
https://colab.research.google.com/drive/1Gg4YEsYJg85mVYCExeqzMpGZWD9qtcwU
https://colab.research.google.com/drive/1HJy62KpC0VpyZXpVm0bIUCFzH4n479C-
https://colab.research.google.com/drive/1f8OEFMbV8rqWz_xgsFxXqO76Laa3_LeM
https://colab.research.google.com/drive/14JZ1GYTUZg2XeEV8N5FwZ0gGYGVV3h-o
https://colab.research.google.com/drive/1J986_fVpVFXYzu1QQF6o04o_XZFBmmWJ
https://colab.research.google.com/drive/1OhHdOq83n5Ybj9ML8dyAQ9qgMq85TgvF
https://colab.research.google.com/drive/1FCTeNleZJ0kg3ESilmE5eBl1qLlouSk-
https://colab.research.google.com/drive/1UwMduxmB3p4-7AQ5xMg63XNKdJehOCJ_
https://colab.research.google.com/drive/1jq5iL7IwI3LPuc2jq8HI1S1W8a419HEB
https://colab.research.google.com/drive/1hz4thkqyTuHveK9C82yDnuslv7YAXoBf
https://colab.research.google.com/drive/1YMw7CjmYfwFsdT0WNbrDYkNcCHbd2xqB
https://colab.research.google.com/drive/1JZW2cCnknNTSyaenMdgUn8f3pdL_qRqd
https://colab.research.google.com/drive/1ZgW-iyl8Bx8y7kkS9hyfjx4HXy_rcj0E
https://colab.research.google.com/drive/1IJmxVIBJUn3DV4WnbbSdyAztfDGszm8n
https://colab.research.google.com/drive/1-f-oSlAIJcjc_Nk1vjM4JJ_mGlh3s6tE
https://colab.research.google.com/drive/14gI4Ie2zoX2MGDQXa6Uko3R4JnaTo6SD
https://colab.research.google.com/drive/1Mhtl6fNyuLwJEXhHsUKSI5m4BCCYY5zl
https://colab.research.google.com/drive/1KR7c_1LsXmvbts_va04GUQCkqrNFMqJT
https://colab.research.google.com/drive/1p1OcpuH3Se5OHvUvz1rpKY3D9xU4vwJC
https://colab.research.google.com/drive/1aKrdcybEpTJVMYU9Mzee7KkZGpUUjIgg
https://colab.research.google.com/drive/1PhlGY70I36XX2WCT6xRvOMqoAWuk4LUw
https://colab.research.google.com/drive/1UUO78I_QYBqNdnozOLd0OICNtnJtEX5Q
https://colab.research.google.com/drive/1MLqSPT8vUiA7Mdo9j1x518vvfurOv2xs
https://colab.research.google.com/drive/1ZyT9c5yAybd-E_wgMZGx7GA9A_jzYhPC
https://colab.research.google.com/drive/1rZcZ9-cA30jra48Wm5CCOFfcIr5_8BW4
https://colab.research.google.com/drive/1fuzbGiXElYM3D03gN5P5rvromBm3dRWI
https://colab.research.google.com/drive/1vCyxNTJHj60N3EAF_WMZ9E89_oQkbG6V
https://colab.research.google.com/drive/1rERzMkBL1N3N74ztl7W8B982DaivDyWv
https://colab.research.google.com/drive/1wQPFDPvlGI7SFY8WCMKTvbTBJLWPZ7uo
https://colab.research.google.com/drive/1qi3w57cbRg5stB89pHuDARzZDKkTIAlE
https://colab.research.google.com/drive/1P-y7TcQlMMgGMqzzu53CaFIotNp0jyN9
https://colab.research.google.com/drive/1EEKeXacwU-PAPiActxeXxnZJWsxAUVRQ
https://colab.research.google.com/drive/1e6Mpq3qEvHZXaNotjV6y_seVIVVr7rQh
https://colab.research.google.com/drive/1paSgf19hhZI9CQGD4rko8422-hEZGpSs
https://colab.research.google.com/drive/11W111d42JMFZxqG4t0U4NnYJDP4_uuSp
https://colab.research.google.com/drive/1kKeEwFNGXiWLPQY5ejKdkZt-nwUXLtAV
https://colab.research.google.com/drive/1mfKmZuq95yaGCfS9hHTcc-W1OfZkLdWe
https://colab.research.google.com/drive/1uKPcLBUnYnZtqhyZf_M9hAtW8sBbX6Ji
https://colab.research.google.com/drive/1X6jybbkHDbPnfb8APn1RgdtHjjHv2qBi
https://colab.research.google.com/drive/1ir5kFH0UmlQKy3n7SC9FKVnh9ObfugW2
https://colab.research.google.com/drive/1UTOMrDP88qLEyJ4YNxjbTqu36XKuYytN
https://colab.research.google.com/drive/1yNJuFeDWWnUjGtmMQaPsOFExN__jZug_
https://colab.research.google.com/drive/1pH-6xu4IOEYYpQqbiYCudKlHHLLuCR9P
https://colab.research.google.com/drive/1R_KnTXeWRX2LpgQc0noStJ3pJ32TTWPX
https://colab.research.google.com/drive/1pqQuBSIdhA1tlkinjPr2kejfx8NC4pfk
https://colab.research.google.com/drive/1bCtUcVQxN74oIIztlXLb_q-6buSmuBDw
https://colab.research.google.com/drive/1l_RaQ8ufGsY_xkyX2xLX48l-CBYMm02Z
https://colab.research.google.com/drive/1M0qRvG4UPZPe6O0EDDMBPrM4Tau2ogiL
https://colab.research.google.com/drive/1vEABgrUE_CIeyFFMi87B0GAlEW5GzpVc
https://colab.research.google.com/drive/1OcaFXp6XKeq-zkx0Mygp7x9gEpLI4dl6
https://colab.research.google.com/drive/1hCx81NwHAHfNLUl-fUuRV1VT4MKhCnhU
https://colab.research.google.com/drive/1_7YZpFYmoLgkTNr3d0tTleKbcEd9tZWB
https://colab.research.google.com/drive/15DnY0LT5hxaRTTWF4eggQBiJf65GAoqM
https://colab.research.google.com/drive/19pukxWc2Appzj3AMMJvu1MOWcSjRE1O3
https://colab.research.google.com/drive/1E-Z4oGaKXpnluYrtqK1NEKAa8YnYY7t2
https://colab.research.google.com/drive/1IernBIo3Kl7Aiq-MC3K-ZCKd641DJCFj
https://colab.research.google.com/drive/14Z6W2U2F0fMMvL3CpmpjJLOntlyjzjvx
https://colab.research.google.com/drive/1uY9L0lWbF-pjuwCQ5ckF3dr_FOTuLvAJ
https://colab.research.google.com/drive/15zE-RHcYPEfjRXMGzuNdSe7SycTcTUX1
https://colab.research.google.com/drive/1i3_NKg3vCwKE5UdYBVSuN20x_5hSJjFq
https://colab.research.google.com/drive/1L0Y85gS22H8iwFoYjJFXO5ceOqRwOzNF
https://colab.research.google.com/drive/1GVjBa63OZLoYS172PJGjY8MsmtGIkygn
https://colab.research.google.com/drive/16qwhXjFos7lGhnbw_li4b1n1mJgae4tn
https://colab.research.google.com/drive/1faKy6zLkmEebot2NSZBBU0-YaFpPJlpw
https://colab.research.google.com/drive/1wThJgNed4sT3PRomzQmVRPkWe7vDGgqL
https://colab.research.google.com/drive/1RGHtli6F4q8mfT13Kz-55pZSJeSMyBvw
https://colab.research.google.com/drive/1V8B63dc6F03Tesl6JVzyG5wvf4F3w83e
https://colab.research.google.com/drive/12h4-dT6mZd7l1fYmLvHs8c3mxSSL7u5Q
https://colab.research.google.com/drive/10DM6QI9OYWsY28zXtbH-8aQcR0c0U8Bq
https://colab.research.google.com/drive/1XDTxOWgHZR_VyKOdv2FtPM1KzYEXMO3W
https://colab.research.google.com/drive/1KTePMNHrRAFCjtnOMnnsb9HxUy4pwGpk
https://colab.research.google.com/drive/1AYnxoOYTFA7INl8_FZSFhUqMfkccMyH2
https://colab.research.google.com/drive/1vJ5fxREN9YE_ANoQmU_ayLRvgLUaQyxj
https://colab.research.google.com/drive/1tShrAVCng-r3NgeompvEfQEnTmnOU8Cz
https://colab.research.google.com/drive/1griohcQ56HgtrggI4Zh6HdgZcF-1zhsx
https://colab.research.google.com/drive/1Y8tbWw1MyrmG_enwmauViP6YYbZl09Ud
https://colab.research.google.com/drive/1a2wb4WYihDpvz-YI_LM9R_VXznbayD7m
https://colab.research.google.com/drive/1eMg4eXt2_v-v0MgUkA4KLzKZYlxtYaum
https://colab.research.google.com/drive/1MCRmyGS67MDuN7nDsmG7mlLUfkl9MAjM
https://colab.research.google.com/drive/1FZx3pYA5lDNV4Eya7DPISM9VEpd-KSgn
https://colab.research.google.com/drive/1trZJtvQxpxGTGxukdzArtuDaaWyzu0hr
https://colab.research.google.com/drive/16BXDRFklUZZfWwgcLA-J2Bh_crBmZRGv
https://colab.research.google.com/drive/1zAam0uR4t3D2wJw-C8Byum5Qw0RYFEnu
https://colab.research.google.com/drive/18OWQFVedSANH63RST4HdLi8vgE-Eguhg
https://colab.research.google.com/drive/1UU1kgdz2gihD9UJ1J5y7E6j6A8D07xak
https://colab.research.google.com/drive/12WsVS9tnFaqGEr57c6llpgeazvCIEKVg
https://colab.research.google.com/drive/191TtnYCvqAojJXBtlivf4RVf5OW3tcFv
https://colab.research.google.com/drive/1EZ-P1HVFQH_UzAMD3QThyQR3ValLqNLZ
https://colab.research.google.com/drive/1qyUjXW3eeTJn3wnf7LPvlHhrVBNxq178
https://colab.research.google.com/drive/1yCLOKYnQyqgg2-h0IyYqwjoCznbrIk5k
https://colab.research.google.com/drive/1r0wOe6GcKT3GBcv60BLLJXd4x-ay7Jac
https://colab.research.google.com/drive/1PYvWh8Fl8dBHvodg-isPBDYtjsk9ITyN
https://colab.research.google.com/drive/1ZVTYpAFGqvCJM8pdN30l9QBrd4P93P3-
https://colab.research.google.com/drive/15IHwmRjScXxdex-QcSjh2yDcZJ1SRd7t
https://colab.research.google.com/drive/1hwKKIGK6iiakyDMDcATkUozUaNhvNayq
https://colab.research.google.com/drive/10LiVU12pSbVGNp6ICNlZhZ1o8ixRGPMm
https://colab.research.google.com/drive/1EBR6L-CiBaK_KuZbnwb1YcoKvao5kqyq
https://colab.research.google.com/drive/1hr-b_BBI1BWB_IbsmXic8t_4NLSXEivv
https://colab.research.google.com/drive/1Bn4xyU2IBomm0TAHx1_d7egzad6bZbIQ
https://colab.research.google.com/drive/1q5ZSwnZsISKWYvAzDPVA-qvKbz5oVbxw
https://colab.research.google.com/drive/1UdX5GNoUxr-ZybB6TdQFJjuaqRsLaYly
https://colab.research.google.com/drive/1bvbLNhNR5L64v4k1h-oSkG5Jp2_ewy-4
https://colab.research.google.com/drive/1SNdZpKpxIxGd6I1LQNg3n5FsZR4OGtgW
https://colab.research.google.com/drive/1G2VBGOAhIqbz48-5nTM6ltPasHRY8d1f
https://colab.research.google.com/drive/1Z3h2HkAXj5wRgofUhpGJU8hOG5leZER5
https://colab.research.google.com/drive/1QjCl2HmdiH4Z41PuJ0TRhPy02FBSkFKq
https://colab.research.google.com/drive/1M_Q5ORfIu-jveasVFqHawpw3msNkPTr9
https://colab.research.google.com/drive/1xRLvVM1bFzFdi1ok74lQEwgk31ffJ3JS
https://colab.research.google.com/drive/1YkGGbjIqSV_pPsbSBRAf6IQOOZvMsbj6
https://colab.research.google.com/drive/17AKgsqoc1iz7t9e2JiEkm3UrFQogW3_f
https://colab.research.google.com/drive/1iNWruec7KYJePD4nVSbRcX12LjfqBEBO
https://colab.research.google.com/drive/1KhF9ZnV6ShP5q-wckQ2SFwPNEcJ_8Zf2
https://colab.research.google.com/drive/1Ov3lMGE5-o46I8JuF4ZjM2uZ2oA4Zc7Y
https://colab.research.google.com/drive/1qeJv95zMx8DRM85vs4AhCRXXYo_9SnYU
https://colab.research.google.com/drive/1WtHdlZJqnNS84WKHY1K68AsGhL_0sR1M
https://colab.research.google.com/drive/13jutAie_T4XuS7pawvZVGcAW4a5YMaIh
https://colab.research.google.com/drive/18d8hkMQliQDOmeDyZgj3-6ZiFbFo_hlA
https://colab.research.google.com/drive/1cVzRJXsxccSHcTLeJSXjvpJUm8wK-Nit
https://colab.research.google.com/drive/1Lp5xj0jShSGgfCqc1wcaWRKUz_igc7Ib
https://colab.research.google.com/drive/1sfvPawth7uAhARrGOUcN_-nW8wuYOl3i
https://colab.research.google.com/drive/1dcGL-mNfsYAVjE6UC443MnPm2ojPyAf9
https://colab.research.google.com/drive/1f1K969aNti5RxGUCCJUazP3FksFXQKLD
https://colab.research.google.com/drive/1HzHz7Ksom4sT-uG19TddSztVxt5VSBpP
https://colab.research.google.com/drive/1s_3f4Q-SI4qRLekYLDOpFn4-Ag74jPNr
https://colab.research.google.com/drive/18IEixbt8O0noB0YQzpMYVCfaR8Qx79dL
https://colab.research.google.com/drive/1AvnVevsXMr-efWvP2MQqfqltH04W5wZE
https://colab.research.google.com/drive/1ZGtMciyE4-BTWUOmas5Oy1OJhcSkAgKw
https://colab.research.google.com/drive/1Ky5dT44-Mj_G6i2tcpcn5JgB7lt1b7Cd
https://colab.research.google.com/drive/1AzCt_4uRdk3fgM1Z_WMT7lCmGMN9QxjH
https://colab.research.google.com/drive/1NKpOqRkL1dLl2g6HklTUQYDRe3xUPVG1
https://colab.research.google.com/drive/1YjubPaRMXTmnNplrtbEBuNVyRJK9xn8C
https://colab.research.google.com/drive/1f80c8SJg0XLwR75findBWMwtCtRDuOSn
https://colab.research.google.com/drive/1OWAXZokE_TqgbQHjyb5oyEClJtkaSMEv
https://colab.research.google.com/drive/1ZRWaLY237f9A7ulUwJUj0Fsnqy7MwBys
https://colab.research.google.com/drive/1ofNtJlMZDz0p5Cy1cfLE5RR55JED1XUx
https://colab.research.google.com/drive/1Rn42Nelr79Nl7A8MybE11t6GcD8CoPs3
https://colab.research.google.com/drive/1MNkgSVm9TXeSIWPPNDlpi9O1fcL_zTSz
https://colab.research.google.com/drive/1ZScBaoTfi60rQpvuZwmftL6MOi1icdao
https://colab.research.google.com/drive/1M2ONg6XjolHSlcxFAkBU-kdebSmTPQ2S
https://colab.research.google.com/drive/13aWg6b8O7AfEc0xc11pNJNP36v9shyIr
https://colab.research.google.com/drive/1RtmCTgV1pd3etJquGR9tUe2QhcCGrR5v
https://colab.research.google.com/drive/1hSi4VL0UZVhZHaufhKkiBqxupL1fcQjV
https://colab.research.google.com/drive/1hnaVs_bNmwECPr8N0ePrMptEPRg6CY43
https://colab.research.google.com/drive/1ApYZB0KHgH1kEp6O3Id7_tItrpQG_C_E
https://colab.research.google.com/drive/1QZqTNq9JBBH2KdL_noyku-1UihBHFpy3
https://colab.research.google.com/drive/1Ykb05xwrjAe9RGLUgc4ZwMTeBRMapMy6
https://colab.research.google.com/drive/1cgKhJgqDk040N2bXnHLv1AkykrPfddnX
https://colab.research.google.com/drive/12XOxbxRW8s_a19CRddFphn-G9-oyW1Jt
https://colab.research.google.com/drive/1zZ1Rwv9NcF3ys8-onw7_1DnXzM9h96yg
https://colab.research.google.com/drive/15Qbs9cl1TCVuBc1w17PSEmbg8t9Vu1Al
https://colab.research.google.com/drive/15xydmQvBFlkiRPQBog77YL8w1ncwLpUA
https://colab.research.google.com/drive/1x5Brui0diTYo09sI2ie4mgRh8tUKSh2S
https://colab.research.google.com/drive/1FUxo_CT5M1gPYqKqBLBGBRl5LmUtFysE
https://colab.research.google.com/drive/1uJGEAe9aNpBP0zNgmaAPlRHVxeYUuxGM
https://colab.research.google.com/drive/11KsrrsKrqVgG9QH_somaR0zcNt9nsvVJ
https://colab.research.google.com/drive/1WyMmNnX5t2YqDKsWxfxr8_BuFRKbQbwS
https://colab.research.google.com/drive/1qsWrACf0EC3OAc-O6BFWqoix8YYi6IEw
https://colab.research.google.com/drive/1_aLuwdO4S-ZmyazSUDnbqcCSp-mAN5Bo
https://colab.research.google.com/drive/1AMo6GFhAwNEqzjnYy-peozvkKFonYWX6
https://colab.research.google.com/drive/1KscL8K5y-6yqU8FE2dNFK5i-_THuUtt3
https://colab.research.google.com/drive/1AdqxtUBO1t7whBithQaAaeiA5u0nWEQl
https://colab.research.google.com/drive/16kVN4bWI6iEDF4jrotCeAAUBscyz8-_S
https://colab.research.google.com/drive/1_dEWF92b3pUOr_zHLD7nnt4GVliyDu7A
https://colab.research.google.com/drive/19Mn8bd5bqo-NHkTu0oVPEbRHBMMw8dfM
https://colab.research.google.com/drive/1Lb1LTJyDQ-NL3HYT8oLz1l4y0whdzp2f
https://colab.research.google.com/drive/1FlL_rvO5uEQRQ1WrB-ZE1JKKFqPY6ZC8
https://colab.research.google.com/drive/1UJ1uq4u6smm8k-7rK38NzAQE6uX4jdMl
https://colab.research.google.com/drive/1QfKd3NrjeK0bhLOmk2FBg3Ny6w1DUpOd
https://colab.research.google.com/drive/1nJJ0DlaLSkKNmQq-2aG_9AyEAuf6EyOG
https://colab.research.google.com/drive/1R7Z23VJ-0iytY4Cojs9kQ4a9U2sFsvuU
https://colab.research.google.com/drive/1O6MenpMZ2v4tBcCfYxbVu__z513X7rXs
https://colab.research.google.com/drive/1M234glIT-g8Za69iD-kYKNFo4uDQMdQu
https://colab.research.google.com/drive/1qlWpqSqcr-DTv2N97O9eQxc5VoGLVmIO
https://colab.research.google.com/drive/1KvveuV7v3izLji-mppVM26BQ91Ap6pmX
https://colab.research.google.com/drive/19zg1mzmPLrJrss11AOyJwZSs2X-MayL7
https://colab.research.google.com/drive/1-zF1vHIe6ksTCWswtW-7TbKxdEWmZOIa
https://colab.research.google.com/drive/1VJ5T143X--6nV_2AyT7gpR3lJcYFG1DY
https://colab.research.google.com/drive/1b5B18x92Z_5FxIN5ciu4SGSU8Tj3ZhYI
https://colab.research.google.com/drive/1dKCD_Tuaq-zOIrM2ZjHvklT6dKwzfpUM
https://colab.research.google.com/drive/1fLMi5tamH79cFr4UilHEHTG9ChLk1_jk
https://colab.research.google.com/drive/15qPoI_ZM1j11MACDUcz1YlBiZIS3ZrKT
https://colab.research.google.com/drive/1AaoyleHXWOHMlcgzfWoNkf-nI7xx0o27
https://colab.research.google.com/drive/1115VpZkvqUs0Abs3ahbDTuW7CpTQc-8T
https://colab.research.google.com/drive/1Wq5Aq0uBdKzCac7UjjmQ3OSx2WnlTmeM
https://colab.research.google.com/drive/11hXp_sN8EhIXYxOwz6E2dgw1kIljbV5e
https://colab.research.google.com/drive/1R3avDogk3QohMc38rjrtGdETmNrNIHTw
https://colab.research.google.com/drive/1flEmVFlKAzs750Qokka9zLndKUQsNCFE
https://colab.research.google.com/drive/1yZcqWiy2xVoxQArEfgdZcqy4DPPzXLlc
https://colab.research.google.com/drive/1Kp2u3X9x0kHEju-IeBKEBj2R6pBVjDUX
https://colab.research.google.com/drive/1yk3gPCnFXJzzFuk7uwWkNFpsI22Zzfdo
https://colab.research.google.com/drive/1nH4cBzmDXKfxkP1aF91n1tfI7SbLjq7z
https://colab.research.google.com/drive/1FnciW3DDSlbDmE239Lf_k9lz9G3aTbn9
https://colab.research.google.com/drive/1b7v5PIKhtH0dC94BVfrAFqjMlngMhcsQ
https://colab.research.google.com/drive/1ipbF6iI_fErEMfzvNH9-Rj4WOd9vpkla
https://colab.research.google.com/drive/1pgVS-TWd8HYSNtQnRjjK4-I3_ozfBH2Z
https://colab.research.google.com/drive/1157Wiz13-3mTLb1SiAbLC3H-IJFKqFA9
https://colab.research.google.com/drive/1SXBDQST-bj9JDGETkO-mAUMmoG7tPfAx
https://colab.research.google.com/drive/1P6IQgVEFLupGs5xtApCjoCvkH3fuHang
https://colab.research.google.com/drive/1vraDf4JpmKdEqzH8bbq_NS2k5ImFNCby
https://colab.research.google.com/drive/1KLWMa4CMyYF-Fhb7bBj3wnE6dpaW0m5B
https://colab.research.google.com/drive/1EhMlAzX6MkasqC_jvQkl11D9GeHlfIhv
https://colab.research.google.com/drive/1alyGpfgq_beQpS5LybtrqRNhuKKuvOYy
https://colab.research.google.com/drive/1YjmG__IXLtvBXycTBYVzLH-daLp7VZSw
https://colab.research.google.com/drive/1rTd2K_4pTnJfNgTkcwVW7nXXIVtPZX3S
https://colab.research.google.com/drive/1LVwv9C91AD04MkI7GN8dh1KAvTDuL0Ca
https://colab.research.google.com/drive/1c0TIf88x3VG8yFOT2jMgK9U4YHzP5UV0
https://colab.research.google.com/drive/191seR3-FwHGXG3LUKkJpZfpVCDpS7IwZ
https://colab.research.google.com/drive/1AMCajvRBq9vVW3L7CWrs4LDBtnb1Ob3K
https://colab.research.google.com/drive/1tOLJEflVOhWsLdqm0rubX33_soW6CTIm
https://colab.research.google.com/drive/12TZApCILiY7bDMG4KtntZrtByG0-KJ-z
https://colab.research.google.com/drive/1ZIjfcJIm9CImGW2gyxuJMmYaM9S1nYhd
https://colab.research.google.com/drive/1OPpwO2q6wSk3ILuhnZFpy5akUq-tcKnv
https://colab.research.google.com/drive/1lFQ2AzH5gjIbTlp_RKDWDsrIdjQTqZRC
https://colab.research.google.com/drive/1-HZLCpdIKenU7oMv66D_89rgzCMTdbcg
https://colab.research.google.com/drive/1ByChirvyfbteb4TP93pvrrCuZUQlL8Np
https://colab.research.google.com/drive/1Yf7FAa2dyctT8Lj7bIgCSABYJppcW1Z_
https://colab.research.google.com/drive/18IFjxsqqYUHBlGAnv62a7NzUxD5pO2bV
https://colab.research.google.com/drive/1EkT6Qdj-2zTOgiBKhs39mG5Q0ItR6zaM
https://colab.research.google.com/drive/1pNSa-rcHaOJcTwgTHJx0-uL5Ehg-1jTg
https://colab.research.google.com/drive/19AXdVC12R5KEDfEZj3D9n7O_1SKpN9RL
https://colab.research.google.com/drive/1uqknCmsY5aO0cI4kgCuTACRvrSSN7d1D
https://colab.research.google.com/drive/1-HkSczs_AI6p36RVQhS1cII8i5y6UK4k
https://colab.research.google.com/drive/1wEJSz_9sS9djs_XqXE9unuGKTWFZ4ebE
https://colab.research.google.com/drive/1e1kuCPeMfB1ahGPFZY8vNAlkJ6PXlhh4
https://colab.research.google.com/drive/1ER2kCPmp2o80yl5HRKGcim3kEtHrFeOf
https://colab.research.google.com/drive/1lrRlfUKSGt9eFkgmR4h4JPAdUeKkNa-1
https://colab.research.google.com/drive/1XGo5m1fGgiL2I1u6jJLJPGTk-Lyxq3mO
https://colab.research.google.com/drive/1TViSMlEBuFlu4fovDdxQ4v__uX-56JI0
https://colab.research.google.com/drive/1VN7dPbYk5hseqUTrdzgf9Qbn0WOcJxpt
https://colab.research.google.com/drive/1rbL49ni6r4vQujYvZcrm-c4IAcrV5R9A
https://colab.research.google.com/drive/1EfUrx8NxIjp2oloIiyCWQEOGW8m1CLcM
https://colab.research.google.com/drive/19uwQRYBukpl1VPp3AzDi8W8JVw-15Sgt
https://colab.research.google.com/drive/1aloroByJpwlcXVv14bqBAzURW65D9rVa
https://colab.research.google.com/drive/1jiyofPm3dQEC6liRrA3KR9dAFFUFk3RL
https://colab.research.google.com/drive/1kzDUZkKEyGknmn3qWXSOEhcETRp3w454
https://colab.research.google.com/drive/1axVp-2qvut2Jj6U4klcqjBO038yBKs4k
https://colab.research.google.com/drive/1k4taRqE0dqbJzNeBO_nc6rc0_0A072Qu
https://colab.research.google.com/drive/1CdF0pDj6iLdBvaXbd4lhw83WuDtyorw5
https://colab.research.google.com/drive/13Acc6gq9tvXnRqpXu0oP146Xxu-2kg3O
https://colab.research.google.com/drive/1D5HnVIjeLB5_MRn5_FcfmVbSrvsr1gvy
https://colab.research.google.com/drive/1uasjXHmIjgayP6-coKZxghlBIWpWrNDl
https://colab.research.google.com/drive/12vBAfFgYqCDzYabGSj76KjML6SOWd3wX
https://colab.research.google.com/drive/13rUCqtqHvEiQjWdJ7SMn7oVz5iTHjhib
https://colab.research.google.com/drive/1Ark1mf0qyFqWi2p7s_-tkV_VFBSVusU3
https://colab.research.google.com/drive/15gzN6U78um-IqL1GNzavIUAdmP3GjFMu
https://colab.research.google.com/drive/10CGom9bFlP36WtQmipFDeiWwnFc6X5p-
https://colab.research.google.com/drive/1QbqHoyeaN0tTDjUwWPaoTrttevCn7PJJ
https://colab.research.google.com/drive/1bj8EMR-zC_DyDby1XaI5gi46tQjHEL0k
https://colab.research.google.com/drive/139AY05MHYJW2G0vSNfOo4GBmzKG9bRPS
https://colab.research.google.com/drive/1DLqrjVBjlYTGBKgVuZubxzaJhCCY1pYv
https://colab.research.google.com/drive/1y9Gdc1f58YScJ6w9FhE1WiruX-0oWjh3
https://colab.research.google.com/drive/1PnYHTA9sT9d1T88jSO02ogy86f9WI3rU
https://colab.research.google.com/drive/1DaxpPvEw4x-KNiw0SnSCWycPw0jO9X0a
https://colab.research.google.com/drive/1EFuWJqpBF9POJ__5BiXp0J6PopZkrUNN
https://colab.research.google.com/drive/1YG712DjacRzb5aothzL1nmmFsoOLoKc-
https://colab.research.google.com/drive/16YLcJEw_bY-qVY_X-7X07NpA1JxRvb3C
https://colab.research.google.com/drive/1BxzNK5bVzlgNyh2mC5mPdbxnkOC_lpTd
https://colab.research.google.com/drive/1mce-QXmL9l5e_VKgm5ptNnHb0lA0dNRn
https://colab.research.google.com/drive/1rlinkXwUDoH0ZiwqAb4nc2enLcNUdSO9
https://colab.research.google.com/drive/1QxAUEUNvouOjgspFExdU-BIm70I6r_1z
https://colab.research.google.com/drive/1zg9NMhSrGACBQJtlL1dn6rthgmfrg_DC
https://colab.research.google.com/drive/1zYtITGoa8OWSHPPtPxrgpM8A0-o__egJ
https://colab.research.google.com/drive/1XQpfGrBm0f1zJRQvUiq53SAd_ovggLZe
https://colab.research.google.com/drive/1GIqX_-fr6XFs4zWQde6CvDtmhnfzALgQ
https://colab.research.google.com/drive/15HY6XwY-vnS_LZSoDJ9aE6Bch6eT28bE
https://colab.research.google.com/drive/1P-tjyVCCZzl1ID_-SioW80tYlFSB1PlQ
https://colab.research.google.com/drive/1a2R0nfLnohkB3zpY-wQEBSGoMu9GjapD
https://colab.research.google.com/drive/1MvrngwIxT0tX6Lm8k__vbptluuf1KoHJ
https://colab.research.google.com/drive/1tbhUQ-VEoAulFx4Vu_1wNmNxWLx7Q0Cw
https://colab.research.google.com/drive/1WJObpuW98Ifv11g5v6XxuUFDqGDTkE4b
https://colab.research.google.com/drive/1M_dSJtudpUYRh9OpbihS8P2B2GPCCACg
https://colab.research.google.com/drive/1iQYkcR41oyohHVVsb7eiTeChKIXVQw0b
https://colab.research.google.com/drive/1_g63SNb1U9TCxnrL_MKqYQ-gqtNuEa3m
https://colab.research.google.com/drive/1dBrOEYBi0gU8A494-jQuIMj1gE0xCSTa
https://colab.research.google.com/drive/1E-7OHPYxrKMg0mvlxZRyGV_MEUbiUPO5
https://colab.research.google.com/drive/1J1DN4puwx8S6qR4BOfCguMzgNJ6SU1Ob
https://colab.research.google.com/drive/16fw4TL9BwG0q1eVWaIclHeLP7XLD2K-h
https://colab.research.google.com/drive/1BlmZjggvxWskS9sQpZBvnJZl0GequDaf
https://colab.research.google.com/drive/1RPUWqXD-NmPVTQ4AEkiFWuq2RWKtYAad
https://colab.research.google.com/drive/1y1NquhhAxcrQQ9P__JdzA5m7viDZukIc
https://colab.research.google.com/drive/1wYZ3E9zwr0baO5CGbvZQQCWLb86cCK_b
https://colab.research.google.com/drive/1PzGbpIRxrbUoiOJB-G9aQO4eUIjg162f
https://colab.research.google.com/drive/1Vknu94DdjgeChuQFCYiML6oquMS3YOBK
https://colab.research.google.com/drive/1_fVvRL2OXjMG74sMcQzaxu_nmTErTy7B
https://colab.research.google.com/drive/1PnIRCQo1gRfFgsl-07yRcxVFLPmmIWLi
https://colab.research.google.com/drive/1PmZH_kpgC4g1eNsnBnXKN1N_W_0Po6Bl
https://colab.research.google.com/drive/1GU-jgM_MlZqvfGg4J6RX1Rt2mG0Vj1wm
https://colab.research.google.com/drive/17VaFDZ5xjjdfSqWCO11RT8q5FmXCVwrh
https://colab.research.google.com/drive/1XmSf20qQ2QY-IyOQU_nCzYW9LOsw1saS
https://colab.research.google.com/drive/1Ni517YMNRdTnj8HEhscEQGvgCxmfSNej
https://colab.research.google.com/drive/1Mngd8Yq8cKWZRWK5prerkwxDFjUSSbDU
https://colab.research.google.com/drive/1qw2GZSzMrjKSdG8Uq81nVxj8LDfxwgtF
https://colab.research.google.com/drive/15zjrixlyb9I9bIzd_9aHzI_SnxJCeeAN
https://colab.research.google.com/drive/1lb-Dj1-K7uM38eq6Ub4Afkfyh2_DJbwS
https://colab.research.google.com/drive/1INVCo3HYcUwIZJ9_l2AmmG0R8R1JZNji
https://colab.research.google.com/drive/17NAhRTmUS7X1upUg2_63G0YfMFxZe1Ze
https://colab.research.google.com/drive/12FypLclPEAwMk7-PPhu5HEw4vWX922Jp
https://colab.research.google.com/drive/1zcJBHVbVmoHdPywOskm5HIaUdPT9njl3
https://colab.research.google.com/drive/10Rq3dFlJE2S5Zm7IXq6N4FMNXN4k-9jA
https://colab.research.google.com/drive/17LI2-DX8oNrSSfSOSjbPwJBrw9kcBBm5
https://colab.research.google.com/drive/1bL73hdL7duk5RHHFGz7a7LxoeyCw8Hho
https://colab.research.google.com/drive/1AQQrCvXe8Aq-SjRE7sxgP7DgHFywmiBO
https://colab.research.google.com/drive/1kwJ4tUMit3SWmsgZC1SWqi7_cddJOzT_
https://colab.research.google.com/drive/1kGdSuWJMoxKhCIrCusyFh7qozavDL4v2
https://colab.research.google.com/drive/1CG-GMKnXtiTcxPZr1txRZoBLyq19lUWw
https://colab.research.google.com/drive/1DMygZ4LNnYuW4kBDN6Wzop3GqipOj5oy
https://colab.research.google.com/drive/1vE-3mDDG9sFhzIszOuGaEf6QbezB-Rqp
https://colab.research.google.com/drive/1ryJHA_2TLqjzaVOwwAEaLfQaxH7HQqcu
https://colab.research.google.com/drive/1mgYJXuZ5LyBgDikdgsx4mKzU2ysXMpvC
https://colab.research.google.com/drive/1VRCgMP38_C8rnZqNeeWDqzUIEpNMYymr
https://colab.research.google.com/drive/1Fuzn5DcWvuaB50g6b5WQk9UPPgnDsEKG
https://colab.research.google.com/drive/1JtUQlViwuJ9xIaXylJcKiwdUCFn3FvPl
https://colab.research.google.com/drive/1GUcUkS5EML7SW69IyodGuY4i-maKvgeq
https://colab.research.google.com/drive/15LISmgcnMjnC-DXK3q3YNcy96buWvGgC
https://colab.research.google.com/drive/1xIc8rt0Tl1381LXJ0v-e9zHVVQPPYSUr
https://colab.research.google.com/drive/1mCTMVvsQYpFeWW8ySmlzUmGjlfVzQNp9
https://colab.research.google.com/drive/1iN2IxgLEQFf-nBB9LjhDbYQL8lX4qNWP
https://colab.research.google.com/drive/10745T7Affp8LFkQDjVpyxL6cNuIaBCau
https://colab.research.google.com/drive/1Gvuj2pkarC1zBIgjgEFPEnmHBckKMD-B
https://colab.research.google.com/drive/1f5bgKL7qSg4sAQlfFbtvfQvjI7Q162bD
https://colab.research.google.com/drive/11vooFAkX3qpz5zh6mQv2nBgGMO5w9P4W
https://colab.research.google.com/drive/1oz5uNorNuSS8FO4CRdpVMHRJWzv05l62
https://colab.research.google.com/drive/1VmO_jQFOAp5c4qJHSwiV6uWY5_QvKYIh
https://colab.research.google.com/drive/1n5NgJ4gr0vCafUmLxAO0q3vRN1puJ6a6
https://colab.research.google.com/drive/18E6lLmWQ_oONd3P5bSNOJbvX-s-ehilI
https://colab.research.google.com/drive/1ylkw-vprm9qyXviYKW_ufPV6OTrECZ7O
https://colab.research.google.com/drive/1x1nfy0-_T0smmtNyX1rXqsUgAX2_UP9r
https://colab.research.google.com/drive/1Ah6H-d9PKB9Zriej8o8yg1Bc0syLWO9S
https://colab.research.google.com/drive/1eDLJTj6HXBk27Ghpu1oqWt8Xy7vuGT4M
https://colab.research.google.com/drive/1hsIoOlwx9M8DR14_yU71NQf7-yLS3Uh9
https://colab.research.google.com/drive/1mJfsgyIw7867dRTl_3fCfstHbKROZ3TF
https://colab.research.google.com/drive/1B8I6icDDYh9CoxBXsUXvQaMJlHDa7i1o
https://colab.research.google.com/drive/1-srKiQJmPGmzqYNUDh17Zs5Hk8R5ZNqu
https://colab.research.google.com/drive/1f9s2rX547-UfTtvtS5xT-OO_xZjpTJGm
https://colab.research.google.com/drive/1rPMyVbXTbLgiLPPW0z25jBIhU95gwVqq
https://colab.research.google.com/drive/1VAG0ruihzPr_CTLax7x_q40Wqsplx6J4
https://colab.research.google.com/drive/1t1FGvtCXeioalr5EG4H4FE_v2ibA2_Ug
https://colab.research.google.com/drive/1Ctmmf-ZaP2_Zf-tfI2RXnBYxq58dOVi5
https://colab.research.google.com/drive/1X7fcWjoECp2XxqgABgUOU-PSHyVMQCxu
https://colab.research.google.com/drive/1oMbrI-7yUHsH-RXTJxLUnKz8loa9qAOf
https://colab.research.google.com/drive/1-SQlgqGKGG0mgDBlM9ENZzys54nvOGpD
https://colab.research.google.com/drive/1GOJOSoC5YvZ2YCUiBIXaEp_NWKmcn0zy
https://colab.research.google.com/drive/1RvWF_65AmK1guATIvJcvHlwlCqSEYbop
https://colab.research.google.com/drive/1u8VPpv9C2ET6JKzsQuS_5LqOMCJUIkzG
https://colab.research.google.com/drive/1jF2YIr7OLkUYqpaXNpAfycIPGUuHIV7_
https://colab.research.google.com/drive/1R-CS-jLhUxb_EJ5WXOt52zdJgbrbK8Za
https://colab.research.google.com/drive/1F2SLc-pLNY7MeF0gJgjB-69i0ae7VMRV
https://colab.research.google.com/drive/1RBMoeEylR4mlIuyGV-GwTlx3wz9o-Bzb
https://colab.research.google.com/drive/1Ut1h0fdmz1GQLMhc8alFeTIlxzG1lInJ
https://colab.research.google.com/drive/12-rZ9U31xEwOdFr6qA1dRmHE8ZFNJ1ra
https://colab.research.google.com/drive/13UMyikiqvn1VSQzgmkYaGmmOmRk_-OsC
https://colab.research.google.com/drive/1afAMu13WhLWrlB2Z1cQeFjfC3pNgGrzi
https://colab.research.google.com/drive/1QP-coGNp0cvIB9Rx9vcVTBRFMm2YjAPS
https://colab.research.google.com/drive/1Oa2vLOGgqvfHp71eBQRhsGdiXEQBzaJp
https://colab.research.google.com/drive/1bS2iS0a74SFfofGnA4FcAidSFYFkIaTi
https://colab.research.google.com/drive/1TyOGEl7MPwXalKGziSCFhoHQg_9DaxH9
https://colab.research.google.com/drive/1gmTgsBSnA2QrJbvpqALsrITg-OlH_ruj
https://colab.research.google.com/drive/1EI_IHyCXigX5OZosWm67uk9PbuUmpBGM
https://colab.research.google.com/drive/10etuhgfvbAWMCZdg2n2q_OmkzG5Db5nt
https://colab.research.google.com/drive/1jaffDBwGOOCnM0UFba6lQntEUGud1hje
https://colab.research.google.com/drive/1YcmIE11x13R9U_nI3jx3zBd4tSbCdJxB
https://colab.research.google.com/drive/10c4gsLxUP4uaCbzr29JgFzaHPVVO8d4q
https://colab.research.google.com/drive/1kcs8KmPB8oM_c9oxlsCPK1KXPT11NODx
https://colab.research.google.com/drive/190ctAKCv8cIoci9U4Iu0Dvcn2htrFSjf
https://colab.research.google.com/drive/1zFQ2gYanAX9MHBF8LmpRdEDX1Yl5IlLc
https://colab.research.google.com/drive/1Vp4-5EdJyy_ry7C-tFaEwlFNg1fFWofp
https://colab.research.google.com/drive/1va9cLkqOd_VeLShf5usblcgikk5eD1_Q
https://colab.research.google.com/drive/1-gh3Lb3pe9g6jcGO8jzyYc8QEL8IYBS2
https://colab.research.google.com/drive/115Lk3yqEYkqOWzLtqHPBdawTDULC1Gj8
https://colab.research.google.com/drive/1F14n83DfQmQWJ6viwx3jQocRdAzdOFHH
https://colab.research.google.com/drive/1yXkdMbWlVwIEvewSvj0rJp9OTYw-GLX8
https://colab.research.google.com/drive/1_3A4Cx_TiftyzbIHCJoEsh90QNnEX2TG
https://colab.research.google.com/drive/11-Pv4dT6_bb-ief-oxEvPt-awo7lkZXT
https://colab.research.google.com/drive/1eAvotQVQKS9WphOKkFbZ0S2isrl_QiIY
https://colab.research.google.com/drive/1U0_wSKKTcS7IJTRt8GE4SUdsQeAj2qXi
https://colab.research.google.com/drive/1a83aekm0qs6dVlJV55xjsMXXiTIdYR46
https://colab.research.google.com/drive/1a2rwuQg91Vc3YQjJqNzK07q9YT8wn3l6
https://colab.research.google.com/drive/19za5860pDHKo-_f1MXB9tPOc9IPS36xx
https://colab.research.google.com/drive/1SZQ-utT_kylrlNcnNkXbKWgo-Ra-agwx
https://colab.research.google.com/drive/1k1-JE_5EBf4OjLzOUaZGshGt28u4zn4W
https://colab.research.google.com/drive/1Y87nuvwyH3EJx8I4KbzJsPcqG9b5wqep
https://colab.research.google.com/drive/10hz5MZo16A3u2NX2J_yfe2nF9DnNhZdh
https://colab.research.google.com/drive/1SR5pwFuv61gscYfJG3MxnpouSmnDTpKI
https://colab.research.google.com/drive/14s4t1T-0cHUxUIk8oxIolJQeoQuZyx3k
https://colab.research.google.com/drive/1VXZA5b3qzf9Ok3T_3nlNANWw5bPbmoAC
https://colab.research.google.com/drive/1Xac4BFDS7NRqBXDd1pMS0roZqBI7aINq
https://colab.research.google.com/drive/1_pdQfOBSz3G74sWdPEPKwjduyzqTjvRS
https://colab.research.google.com/drive/1jqvFvxNNcRvd8gBDcqeX4UhkdhNT12CQ
https://colab.research.google.com/drive/1ptmn0yk5HRUJ1kevV1iB8GiFsOeYSop3
https://colab.research.google.com/drive/1_UgBOs50AuGhcRQLworCOOCFSnvordOu
https://colab.research.google.com/drive/1Agmyrwh-l5RGv3Fapw5GsJvPo5Z1N_wX
https://colab.research.google.com/drive/1WQzXgZvL_0OQsqQFZ2Zy-6hXwuYUhzWc
https://colab.research.google.com/drive/1UfHaB9H_uJCSZ5Xjxr2TGDkQ2zaot78-
https://colab.research.google.com/drive/12F2ZUmfoaV89mSkw36z1grNa3gFw7L-q
https://colab.research.google.com/drive/1no3mckUCFeHmmj8uxZcypiktOvpu9XDS
https://colab.research.google.com/drive/1aQnQXP6UWnQj_OwUhwYYxvlotFDyQpdh
https://colab.research.google.com/drive/1m_r-ZOahLqnSXHB8L2uDO7tTMGTOB4iw
https://colab.research.google.com/drive/13GYgFC_CG3TJp5DB8Zln36t_iWZ_Dw3j
https://colab.research.google.com/drive/1RPyJlMXxbD105S-q5Mr1lxAS3__o9CQB
https://colab.research.google.com/drive/13zMPWRgPmS2j8YbMsVYNvVe3CHax7x0l
https://colab.research.google.com/drive/1OmCZOj5aJBweWCWR_sv9PAfpBayR-7vy
https://colab.research.google.com/drive/1m8t6xMWv2xZ3q1sRJdxBRab_QaHp4ysp
https://colab.research.google.com/drive/1EOu9Zv2RTd7vEmkKFbcl_XlxvuF1jGu5
https://colab.research.google.com/drive/1DPM9JgHEkE__vTQbRJOUxv9F9AIhZbuR
https://colab.research.google.com/drive/1JEUDT20w4qlBZOSC_7ecxWrwJhvRNfZM
https://colab.research.google.com/drive/1p5sC68wSDgc5KG4AteB7l7IXa61lROQ6