From 2673b4e45beaf1e8d0a1a56de40cdc49a4887b19 Mon Sep 17 00:00:00 2001 From: HugoFara Date: Wed, 12 Aug 2026 22:49:38 +0200 Subject: [PATCH] fix(tests): make runANN work, and run it in CI runANN has failed on line 2 since it was committed. It diffs the model predictions against result.txt.ref, and that file is not in the repository: diff: result.txt.ref: No such file or directory ANN results differs from reference. Renaming the committed result.txt would not have fixed it. Regenerating that output changes a handful of lines in the last digit (12412.1 against 12412.2), so an exact diff is red on any machine but the one that produced the file. ANN_test already computes the root mean squared error between what the network predicts and what the model produced, and run.bash was throwing that line away with `grep result`. It is now what the test checks: no reference file, no dependence on the last digit, and it fails when the network stops approximating the model. The tolerance is calibrated against this fixture: trained network 0.0235 predicting the mean of every output 0.0966 normalisation weights scaled by 1% 17817 0.05 sits between the first two, so a network that ignores its inputs fails rather than passing. Anything that genuinely breaks the arithmetic lands orders of magnitude away. The fixture is weak, and that is recorded rather than papered over: the expected outputs take four distinct values spanning 1.1 in 12412, which is why the margin between a working network and a constant one is so narrow. Better inputs would make this a much stronger check. Wired into main.yml. This is the only coverage for ANNPropagationModel and BMapLoggerForANNTraining: both read a .ffann network in their constructor and abort without one, so the unit suite cannot construct them. ANN_test is already built there, since FOREFIRE_BUILD_TOOLS defaults on outside wheel builds. Also: - result.txt is removed. It was the golden file for a comparison that no longer exists, and ANN_test regenerates that output on demand with its `print` argument. - clean.bash deleted results.txt, which is not the name of anything the suite writes. There is nothing to clean now. - TESTING.md said runff was the only test validated in CI, which has not been true since the unit suite and the moisture invariants landed. Verified in ubuntu:24.04: same RMSE as the host to seven digits, which is the portability this replaces the exact diff for. Closes #163 --- .github/workflows/main.yml | 11 +- TESTING.md | 51 +- tests/runANN/clean.bash | 9 +- tests/runANN/result.txt | 1424 ------------------------------------ tests/runANN/run.bash | 81 +- 5 files changed, 140 insertions(+), 1436 deletions(-) delete mode 100644 tests/runANN/result.txt diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index f33b045c..78ad1131 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -68,4 +68,13 @@ jobs: - name: Run 'runff' Test Script run: | cd tests/runff - bash ff-run.bash # Execute the complete test logic script \ No newline at end of file + bash ff-run.bash # Execute the complete test logic script + + # The only coverage for ANNPropagationModel and BMapLoggerForANNTraining: + # both read a .ffann network in their constructor and abort without one, + # so the unit suite cannot reach them. ANN_test is built by the step + # above, since FOREFIRE_BUILD_TOOLS defaults on outside wheel builds. + - name: Run 'runANN' Test Script + run: | + cd tests/runANN + bash run.bash \ No newline at end of file diff --git a/TESTING.md b/TESTING.md index 13d0f7fd..b6b02689 100644 --- a/TESTING.md +++ b/TESTING.md @@ -32,7 +32,7 @@ They need no Python and no test data. Configure with ## Running the Core Test (`runff`) -The primary automated test, validated in our CI pipeline, is located in `tests/runff/`. This test verifies core simulation, save/reload functionality, and NetCDF/KML output generation against reference files. +The primary physics regression test, validated in CI by `main.yml` and `macos.yml`, is located in `tests/runff/`. This test verifies core simulation, save/reload functionality, and NetCDF/KML output generation against reference files. **To run this test manually:** @@ -111,9 +111,56 @@ which is the point — it is the failing test the work in #175 has to make pass. Wiring it into CI belongs with the last step of that issue, once it can pass for the right reason. +## Running the ANN Test (`runANN`) + +Validated in CI by `main.yml`. It is the only coverage for +`ANNPropagationModel` and `BMapLoggerForANNTraining`: both read a `.ffann` +network in their constructor and abort without one, so the C++ unit suite +cannot construct them. + +It runs the trained network in `Rothermel.ffann` over the 1424 inputs in +`modelrun.csv` and checks the root mean squared error against what the +propagation model produced. + +**To run it manually**, after building (`ANN_test` needs +`-DFOREFIRE_BUILD_TOOLS=ON`, which is the default outside wheel builds): + +```bash +cd tests/runANN +bash run.bash +``` + +Add `print` to `ANN_test` for a per-input dump: + +```bash +../../bin/ANN_test Rothermel.ffann modelrun.csv print +``` + +The tolerance is calibrated between a working network and a useless one: + +| | RMSE | +| --- | --- | +| trained network | 0.0235 | +| predicting the mean of every output | 0.0966 | +| normalisation weights scaled by 1% | 17817 | +| **tolerance** | **0.05** | + +Note the fixture is weak: the expected outputs take four distinct values +spanning 1.1 in 12412, which is why the gap between a working network and a +constant one is so narrow. Replacing `modelrun.csv` with inputs that produce a +real spread of rates of spread would make this a much stronger check. + ## Other Tests -The `tests/` directory contains other subdirectories (`mnh_*`, `runANN`) for testing specific features like coupled simulations. A main `tests/run.bash` script exists but is not currently fully validated in CI. Refer to specific subdirectories for details if needed. +`tests/run.bash` runs every suite that its environment allows: `runff` and +`runANN` always, the `mnh_*` coupled cases when `SRC_MESONH` is set, and +`tests/python/` when `PYTHONEXE` is set. It is not itself invoked by CI, which +runs the suites individually. + +`tests/python/` also holds `idealizedwind.py`, `farsite_flat.py` and +`percolation.py`. They are examples rather than tests — they produce plots and +assert nothing — and are not run anywhere. They are the closest thing to +worked examples in the repository, so keeping them executable is worthwhile. ## Sanitizers diff --git a/tests/runANN/clean.bash b/tests/runANN/clean.bash index 58fc1581..0c93c3b7 100755 --- a/tests/runANN/clean.bash +++ b/tests/runANN/clean.bash @@ -1 +1,8 @@ -rm -f results.txt +#!/bin/bash +# run.bash writes nothing to disk any more — it reads the RMSE off ANN_test's +# stdout — so there is nothing to clean. Kept because tests/run.bash calls a +# clean.bash in each suite directory. +# +# The old result.txt this used to remove was named results.txt here, so it +# never matched anything either. +exit 0 diff --git a/tests/runANN/result.txt b/tests/runANN/result.txt deleted file mode 100644 index 0e07bc60..00000000 --- a/tests/runANN/result.txt +++ /dev/null @@ -1,1424 +0,0 @@ -[0.0159606 1.60695 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0150665 1.6071 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00477084 4.19494 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0120212 -1.2461 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00689611 -2.80406 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0162241 1.42026 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0152087 1.76584 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00368188 4.22922 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00704528 2.79705 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00926602 -4.12085 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0117532 -1.24658 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00547048 2.90768 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00597333 -2.98328 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0103928 -4.09107 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0153257 1.89549 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00820509 2.80483 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0060686 3.0728 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0115311 -1.33834 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00899401 -4.08662 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00576692 2.82613 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00610251 -2.95312 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0166917 0.917398 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0100564 -4.1425 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.016478 1.2668 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00243581 4.25032 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0142097 2.17351 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00981689 -4.08845 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0155268 1.90528 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00779886 2.92512 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00599797 3.10573 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0112767 -1.35324 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00933372 -4.07236 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00603219 2.74395 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00591612 -2.98182 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0167988 0.682262 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0102528 -4.14673 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0167417 1.2266 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.001955 4.25214 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0140638 2.37208 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0101391 -4.07784 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0157315 1.91001 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00751259 3.01409 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00552615 3.11911 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985803 -4.02835 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00417414 2.66842 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00677512 2.11155 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0169086 0.488507 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0102559 -4.16559 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00861665 -4.24735 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0170098 1.2084 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00436997 4.25267 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0139561 2.50422 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0104025 -4.07348 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0110179 -1.35678 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00573102 -3.00847 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0159376 1.91272 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000296474 3.08387 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00814895 3.12224 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0053318 2.64933 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0026493 1.95385 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0171079 0.396929 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0104647 -4.16906 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00835347 -4.2531 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0172799 1.19962 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00875103 4.25275 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0184902 2.59912 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0107535 -1.3499 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0102532 -3.79244 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0057725 -2.99457 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0109021 -4.037 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0100554 -4.03075 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0178375 1.915 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00849425 3.20527 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00527147 2.6395 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00175403 1.8437 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0106992 -4.17077 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0082278 -4.25336 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.017551 1.2631 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00981126 3.24301 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0191502 2.6792 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0191469 3.09535 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0104884 -1.3431 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0104643 -3.77067 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00564738 -3.00964 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0162754 -0.230293 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.010818 4.25119 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0108623 -4.07181 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0103106 -4.02369 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00923734 3.09847 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0173594 0.355028 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0189494 1.9182 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00827074 3.11883 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00522517 2.63461 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00135592 1.76267 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0109479 -4.17151 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00821559 -4.25139 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0178203 1.19421 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0108757 3.26823 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.019011 2.7006 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0188827 3.17562 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0102225 -1.33643 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0107428 -3.71966 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00551754 -3.02467 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0164563 -0.285487 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0212872 4.25038 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0110839 -4.07235 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0105416 -4.02014 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00933881 3.11136 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0176307 0.330845 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0187398 1.92077 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00831936 3.11514 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00518491 2.63185 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000999551 1.70002 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0112028 -4.17182 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00827481 -4.24864 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0180919 1.19235 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0111861 3.33216 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0188972 2.7105 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0186717 3.24057 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00804817 -1.3304 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0109646 -3.67902 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00539274 -3.03807 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.016534 -0.386568 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0209934 4.25042 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0113048 -4.07302 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0107615 -4.01831 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00942283 3.11812 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0179175 0.320039 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[0.0185307 1.92311 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00836656 3.11136 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00514638 2.62979 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000670257 1.64964 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0114592 -4.17204 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0083817 -4.24569 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0179571 1.19106 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0114609 3.38017 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0187957 2.71465 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0185238 3.28839 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0111801 -3.63006 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0165847 -0.492291 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0206977 4.25052 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00752614 -1.32547 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00119864 1.25277 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0052781 -3.04915 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00667263 -4.2029 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0115259 -4.07372 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0109768 -4.01715 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00949869 3.12204 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0182119 0.315571 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0183222 1.92525 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0084129 3.10764 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00510751 2.62777 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000470807 1.64338 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0117155 -4.17227 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00865966 -4.24532 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0174067 1.19008 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0117138 3.41784 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0186995 2.71618 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.01842 3.32534 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0167859 -0.5264 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0204013 4.25063 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00777484 -1.31735 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0106832 -3.3085 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00168386 1.15953 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00530308 -3.03789 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00658119 -4.18713 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0117473 -4.07442 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0112567 -4.00315 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00957138 3.12478 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0185092 0.313538 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[-0.0112681 -3.63711 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.018114 1.92721 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00845863 3.10406 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00506849 2.62586 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000285482 1.64187 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0119718 -4.17252 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0089533 -4.24521 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0171349 1.18926 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0186054 2.71666 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0183481 3.35498 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0201367 4.24991 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0151263 3.70768 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00803494 -1.31536 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0107168 -3.29719 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00211553 1.08906 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00519429 -3.04775 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0150874 -1.05167 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00657226 -4.17356 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0119705 -4.07491 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0114029 -4.01505 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00977749 3.16233 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0187801 0.28969 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[-0.0113847 -3.62924 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.011894 3.43275 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.017026 -0.542586 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00850442 3.10076 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00502916 2.624 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000110516 1.64363 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0122282 -4.17277 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00925902 -4.24532 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.016863 1.18837 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0173743 1.59783 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.018532 2.70298 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0176014 3.55971 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0182331 3.61859 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0201889 4.22845 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0150457 3.72342 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00829258 -1.3118 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0107662 -3.25518 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00251207 1.03374 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00510415 -3.05431 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0152682 -1.07096 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00662546 -4.16215 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0121928 -4.07558 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0116146 -4.01434 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00971912 3.12929 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0191068 0.311991 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[-0.0114905 -3.62626 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0120589 3.4424 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0172706 -0.556285 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0179063 1.92899 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00854923 3.09747 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00498945 2.62216 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-5.97604e-05 1.64669 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0124846 -4.17304 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00956968 -4.24551 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0165911 1.18639 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0171338 1.59703 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0184136 2.71951 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0176513 3.56753 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181361 3.65778 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0199142 4.22773 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0151071 3.76073 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00855031 -1.30808 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0107951 -3.22129 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00288424 0.989042 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00500779 -3.06148 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0153103 -1.13168 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00672096 -4.15244 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0124159 -4.07617 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0118259 -4.01365 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00979075 3.13117 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0175508 0.311986 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.011592 -3.62539 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.012207 3.44698 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0175353 -0.561236 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[0.0176985 1.93165 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00859379 3.09434 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00494933 2.62034 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000228245 1.65012 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0127409 -4.17331 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00988176 -4.24573 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0163189 1.18393 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.016893 1.59633 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0183165 2.72273 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0177229 3.5708 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0180847 3.68891 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.019634 4.22765 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0150979 3.78897 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00880899 -1.30471 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0108095 -3.19326 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00323912 0.952002 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00491306 -3.06808 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0153822 -1.18002 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00684684 -4.14408 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0126395 -4.07673 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0120368 -4.01297 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00986249 3.13294 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0156963 0.312066 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.011692 -3.62542 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0123473 3.4493 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0178091 -0.562372 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0174909 1.93499 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00863803 3.09136 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00490881 2.61853 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000396356 1.65346 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0129973 -4.1736 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0101936 -4.24594 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0160465 1.18126 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0166522 1.59569 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0182204 2.72576 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0178062 3.57147 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0202142 3.71327 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0193506 4.22791 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0150402 3.8111 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.010815 -3.15659 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00363309 0.90291 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00494467 0.583915 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0154105 -1.23809 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00691927 -4.13261 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00503847 -4.04523 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00903926 -1.28322 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00418034 -3.08694 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0128636 -4.07726 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0122473 -4.0123 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00993438 3.13461 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0153965 0.312169 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0117917 -3.62576 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0124843 3.45065 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0180868 -0.561889 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[0.0172837 1.9385 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00868196 3.0885 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00486789 2.61675 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000565273 1.6564 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0132538 -4.17389 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0105041 -4.24612 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0157738 1.17855 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0164112 1.59511 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181253 2.72861 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0178954 3.57069 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0209408 3.73301 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0190652 4.22835 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.014948 3.829 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00391018 0.89519 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00527583 0.562496 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0155794 -1.25376 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00716676 -4.13073 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00520208 -4.03856 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00929812 -1.27875 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0100949 -2.88209 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00165694 -3.07961 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0130882 -4.07776 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0124576 -4.01164 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0100064 3.1362 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0150967 0.312279 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0119055 -3.61296 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0126203 3.45164 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0183657 -0.560947 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[0.0170772 1.94204 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0108064 -3.16288 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0087256 3.08577 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00482657 2.61498 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000734168 1.65919 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0135104 -4.17419 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.010814 -4.2463 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0155008 1.17586 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0161702 1.59459 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0180311 2.73128 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0179874 3.5691 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0208286 3.74936 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0183976 4.25038 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0153209 3.97838 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0156196 3.95898 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00417202 0.892871 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0056721 0.516694 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0156321 -1.28215 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00743722 -4.13015 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00525422 -4.02378 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00956303 -1.27794 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0101543 -2.8723 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0017663 -3.07126 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0133132 -4.07823 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0126679 -4.0109 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0100787 3.13771 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0147969 0.312382 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0119901 -3.62628 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0130725 3.45259 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0186453 -0.559762 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[0.0168712 1.94554 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0106885 -3.1575 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00876895 3.08316 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00384319 2.39299 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00165371 2.07312 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-1.75247e-05 1.90115 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0131004 -4.21794 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0122314 -4.24922 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.012044 -4.25366 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0152276 1.17322 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.015929 1.59411 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0179377 2.73378 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0180805 3.56705 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0207111 3.76915 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181291 4.24975 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0152753 4.00436 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0154096 3.96394 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00442694 0.892928 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00604933 0.479249 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00771765 -4.13013 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0055179 -4.01117 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00982634 -1.27602 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00998629 -2.84035 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00179001 -3.07559 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00842907 -1.66454 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0135358 -4.07914 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0128775 -4.01025 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0101512 3.13917 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0144971 0.312472 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0101151 -3.6268 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0133862 3.45574 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0188721 -0.578947 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[0.0166659 1.94897 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0099985 -3.15591 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00928313 -1.28858 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00879529 3.07708 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00376755 2.3922 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00154543 2.07665 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.000154322 1.9038 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0133752 -4.21807 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0125365 -4.24903 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0123513 -4.25365 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0156877 1.59162 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0182356 3.54695 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0205817 3.78433 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0152154 4.02896 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0151802 3.96631 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00466655 0.89798 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00641237 0.448071 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00802001 -4.13131 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00511653 -4.00052 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00854654 -1.27395 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00991858 -2.81389 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00182652 -3.07813 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00821463 -1.67273 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0149541 1.17065 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0145766 0.763306 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0178611 4.24906 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.01958 3.66307 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0137553 -4.08064 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0123975 -4.00963 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.010224 3.14061 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0141971 0.312126 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00985319 -3.62724 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0132699 3.45878 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0192027 -0.557948 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.1 observed 12412.1 -[0.0164618 1.94004 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0172363 2.24611 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999851 -3.15595 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00903551 -1.29503 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0178354 2.74679 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00882629 3.07235 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00145353 2.08401 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.000295727 1.90513 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0136529 -4.21805 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0128432 -4.24881 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0126539 -4.25364 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0154465 1.59315 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0150462 4.04037 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0149397 3.96717 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00490487 0.903255 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00676465 0.421672 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00690937 -4.13259 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00474074 -3.99135 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00854152 -1.27204 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00990951 -2.79155 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00185629 -3.08184 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00788978 -1.70624 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0146808 1.16972 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0142844 0.762836 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0175569 4.24948 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0195502 3.75254 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00369644 2.39249 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00779164 3.06733 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0139761 -4.08203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00928496 -4.00913 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0102971 3.14201 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0138965 0.310479 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00985282 -3.62765 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0131519 3.46166 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00953973 -0.55698 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0162562 1.94149 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0170638 2.27232 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999855 -3.1567 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00880841 -1.29684 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0177636 2.7265 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0183247 3.11156 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.018257 3.56438 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00887996 3.07255 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00133412 2.08434 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.000440111 1.90564 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.013932 -4.21796 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0131485 -4.24861 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0129537 -4.25364 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0152051 1.59266 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0148837 4.05291 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0146938 3.96728 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00514293 0.908416 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00710873 0.39895 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00617547 -4.13383 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00438519 -3.98336 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00853953 -1.27041 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00990139 -2.77236 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00188654 -3.08565 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00759462 -1.73418 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0144076 1.16955 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0139922 0.762372 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0172551 4.2498 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00361052 2.38944 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00779887 3.05824 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0194318 3.77993 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0203947 3.79082 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0141982 -4.08333 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00928654 -4.00848 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0103705 3.14339 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0135957 0.308212 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00985247 -3.62803 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.013032 3.46438 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0055518 -0.556023 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0160507 1.94213 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0169002 2.27458 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0099986 -3.15771 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00858988 -1.29666 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0176707 2.72812 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0182387 3.15434 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.018475 3.52216 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00893111 3.07222 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00122734 2.08764 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.000586163 1.9057 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0142116 -4.21783 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0134525 -4.24841 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0132518 -4.25364 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0149636 1.59221 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0146992 4.06301 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0144447 3.9669 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00538121 0.913316 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00744641 0.379118 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00591505 -4.13499 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00404573 -3.97634 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0085379 -1.26905 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00989406 -2.75562 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00191976 -3.08916 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00732246 -1.75788 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0141344 1.16974 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0136999 0.761916 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0169553 4.25005 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00352462 2.38655 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00780763 3.05 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0192972 3.79941 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0202517 3.78977 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999147 -4.08474 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0104443 3.14473 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0132948 0.305688 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00986155 -3.61594 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00964721 -3.82131 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0129105 3.46694 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00555358 -0.555107 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0158453 1.94237 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.016737 2.27667 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999865 -3.15878 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00837499 -1.29559 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0175786 2.72894 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0182288 3.15456 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0185492 3.52205 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00926714 -4.01576 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00898311 3.07208 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00111966 2.09056 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.000733561 1.90543 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0144915 -4.21769 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0137553 -4.24823 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0135487 -4.25365 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0147221 1.5918 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0144979 4.07132 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0141938 3.96622 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00561992 0.917903 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00777901 0.361601 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00565296 -4.13609 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00371928 -3.97009 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00853658 -1.26794 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00988739 -2.74083 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00702367 -1.78868 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0138613 1.1701 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0134076 0.761467 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0166573 4.25024 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00343929 2.38395 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00781777 3.0425 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0191527 3.81567 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0201093 3.78835 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00195654 -3.09224 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00347898 -3.89191 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00905047 -4.08598 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0105183 3.14605 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0129938 0.303085 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00986182 -3.6155 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0096174 -3.84172 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0127875 3.46936 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00555525 -0.554242 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0156399 1.94242 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0165743 2.27861 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0099987 -3.15966 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00816135 -1.29418 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0174869 2.72937 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0182191 3.15469 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.018623 3.52203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00926751 -4.01559 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00903553 3.07203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00101116 2.09313 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00088202 1.90492 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0140695 -4.24785 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0138447 -4.25365 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0144806 1.59141 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0142839 4.07826 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0139419 3.96536 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00585915 0.922166 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00895702 0.0187194 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00643285 0.0903122 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00538916 -4.13711 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00345994 -3.96912 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00814699 -0.977843 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00988119 -2.7274 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00682903 -1.7963 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0135883 1.17052 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0131153 0.761026 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0163607 4.25039 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00335481 2.38165 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782907 3.03565 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0190007 3.82946 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0199675 3.78687 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00204097 -3.08753 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00310852 -3.87844 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891677 -4.11997 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00896296 -4.10921 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0105926 3.14735 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00986237 -3.61469 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00961753 -3.84158 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.012663 3.47165 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00553076 -0.566641 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00629224 -0.165927 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0154345 1.94238 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0164119 2.28042 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999874 -3.16044 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00794762 -1.29273 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0173954 2.72962 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0182093 3.15481 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0186967 3.52204 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00926711 -4.0157 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0150668 -4.19943 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0126984 0.313857 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00908818 3.07202 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000901928 2.09541 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00103138 1.90422 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.014367 -4.24775 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0118419 -4.25378 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0142389 1.59105 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0140599 4.08415 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0136896 3.96438 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00610923 0.922993 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00829277 0.0091588 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00650015 0.0528475 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00512405 -4.13807 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00320967 -3.96888 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00853411 -1.26586 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00974626 -2.4872 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00974483 -2.48503 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00660237 -1.81186 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0133153 1.17096 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.012823 0.760735 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0160653 4.25051 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00327124 2.37966 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00784131 3.02935 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0188427 3.84133 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0198263 3.78542 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00212724 -3.08225 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00276348 -3.86682 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0089177 -4.11973 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00919834 -4.04094 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0106671 3.14861 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00986304 -3.6137 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00961766 -3.84143 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0125372 3.47381 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00552939 -0.567318 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634142 -0.138917 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.015229 1.94232 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0162498 2.2821 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999877 -3.16106 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00773328 -1.29138 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0173039 2.7298 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181996 3.15494 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0187704 3.52205 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00926678 -4.01578 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0124665 -4.19938 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0118652 0.312798 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00914092 3.07203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000792047 2.09744 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00245485 1.60132 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00435201 1.27156 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0146751 -4.24745 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00760361 -4.24203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00636305 -4.20532 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0139972 1.59072 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0138278 4.08921 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0134372 3.96333 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00528388 1.23652 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00658807 0.00329726 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00658732 0.00388413 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00633343 -4.20301 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00296575 -3.96915 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00853329 -1.26514 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00971766 -2.444 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973925 -2.47639 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00638634 -1.82556 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0130423 1.1714 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0125307 0.760482 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0157708 4.2506 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00318858 2.37796 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00785432 3.02354 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0186798 3.85167 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0196857 3.78406 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00221079 -3.07715 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00243882 -3.8567 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00918729 -4.04462 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.010742 3.14985 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00986375 -3.61266 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0096178 -3.84129 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0124101 3.47586 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00552665 -0.568689 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.006342 -0.138573 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0150235 1.94225 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0160881 2.28367 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0099987 -3.15952 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00751833 -1.29013 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0172125 2.72994 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181899 3.15506 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0188441 3.52206 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00934811 -3.98364 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0084631 -4.20006 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712454 0.312504 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0091937 3.07204 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000653092 2.09304 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00265731 1.59727 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00453955 1.28063 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0149605 -4.24756 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00728173 -4.24173 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00611194 -4.20681 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0137555 1.59041 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0124982 3.84355 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0125857 3.699 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00549734 1.23981 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00658733 0.00374778 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00665717 -0.035695 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00606917 -4.20414 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00274142 -3.97107 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00853074 -1.26307 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00969265 -2.40765 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973614 -2.47157 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0127693 1.17183 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0122384 0.760267 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0127371 4.04499 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00310676 2.37651 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00786795 3.01815 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0185106 3.86373 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0176424 3.92883 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0195456 3.78279 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00225205 -3.07924 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00611788 -2.07559 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0021305 -3.8478 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0155078 4.24986 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0108171 3.15106 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00986448 -3.61159 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00961852 -3.84076 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0130282 3.6418 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0055233 -0.570367 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634244 -0.138301 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.014818 1.94218 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0159267 2.28514 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999864 -3.158 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00725611 -1.30104 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0171211 2.73008 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181803 3.15518 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0189177 3.52206 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00933012 -3.99104 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00903297 -4.09057 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00816008 -4.2304 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712452 0.31253 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0135611 4.09004 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00621643 -1.82862 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00909392 -4.0738 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00924649 3.07205 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000510994 2.08818 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00285619 1.59423 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00473116 1.28826 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0152298 -4.24796 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00696472 -4.2415 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00585302 -4.20804 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0135137 1.59012 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0122455 3.83736 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0124124 3.70166 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00571535 1.2417 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00658421 0.00554637 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00671581 -0.069171 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00579822 -4.20504 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00251646 -3.97299 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00852772 -1.26064 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00967083 -2.37689 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973449 -2.46896 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0124964 1.17224 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0119461 0.760074 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00302608 2.37536 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00788209 3.01314 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0183449 3.86641 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0174507 3.93753 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0194059 3.78165 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00229757 -3.08068 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.005976 -2.08031 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00183666 -3.84002 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.015224 4.24968 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0109061 3.15473 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0098652 -3.61053 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00961913 -3.84029 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0128655 3.64422 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00551956 -0.572243 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634282 -0.13807 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0146124 1.94212 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0157655 2.28651 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999857 -3.15653 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00708661 -1.28811 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0170297 2.73022 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181706 3.1553 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0189914 3.52205 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00933001 -3.99104 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891029 -4.12127 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00844219 -4.20266 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712474 0.312708 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0133168 4.09379 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00604695 -1.83172 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0090801 -4.0778 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00929931 3.07206 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000369791 2.08373 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00305326 1.59173 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00492437 1.29518 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00933727 -4.24842 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00665052 -4.24131 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00559087 -4.20916 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0132719 1.58984 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0120185 3.83557 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0122369 3.70403 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00593604 1.24279 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00657957 0.00820324 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00676562 -0.0977854 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00552316 -4.2058 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0022902 -3.97485 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00852475 -1.25825 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00965169 -2.35057 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973371 -2.46767 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0122235 1.17264 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0116538 0.759899 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00294649 2.37447 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00789664 3.00846 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181797 3.86777 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0172506 3.94905 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0192667 3.78058 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00233852 -3.08303 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00577786 -2.09904 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00155446 -3.83313 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.014398 4.25205 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0124319 4.06074 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0109942 3.15801 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962145 -3.83868 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.012699 3.64596 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00551596 -0.57405 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634312 -0.137873 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0144068 1.94207 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0156046 2.28781 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999791 -3.14436 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00998112 -3.35915 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00687018 -1.28712 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0169383 2.73037 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181609 3.15542 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.019065 3.52203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932977 -3.9911 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891042 -4.12122 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00843999 -4.20293 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712508 0.312948 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0136243 4.16342 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00588743 -1.83246 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00907026 -4.0806 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985967 -3.61796 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00935216 3.07207 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00022943 2.07966 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00324946 1.58954 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00511903 1.30146 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00702694 -4.24864 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00633758 -4.24114 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00532579 -4.21019 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0130301 1.58959 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0117941 3.83417 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0120594 3.70617 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00615846 1.24338 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00657391 0.0114338 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00680837 -0.122475 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00524533 -4.20646 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00206239 -3.97662 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00852204 -1.25606 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0096348 -2.32781 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973342 -2.46714 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0119506 1.17301 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0113615 0.759743 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00286789 2.37381 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00791154 3.00407 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0180147 3.86848 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0170395 3.96332 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0191279 3.77957 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00237909 -3.08557 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0055936 -2.11528 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00128194 -3.827 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0140948 4.25204 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0122678 4.07347 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0110825 3.16114 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962016 -3.8395 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0125302 3.64729 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00551239 -0.575836 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634337 -0.137707 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0142012 1.94203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0154439 2.28903 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999778 -3.14225 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00997617 -3.379 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00566021 -1.28618 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0168469 2.73053 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181513 3.15554 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0191386 3.522 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932956 -3.99115 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0089106 -4.12116 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00843814 -4.20315 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712544 0.313208 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0133337 4.16319 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00573223 -1.83213 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00906099 -4.08321 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985994 -3.61754 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00940502 3.07208 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[8.98395e-05 2.07592 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00344524 1.58753 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00531501 1.30715 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00160706 -4.24888 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00602545 -4.24098 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00505809 -4.21113 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0127882 1.58935 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0115718 3.83308 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0118804 3.70811 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00638209 1.24361 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00656754 0.0150638 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00684539 -0.143955 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00496546 -4.20705 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00183297 -3.9783 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00851962 -1.2541 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00961981 -2.30795 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973351 -2.46717 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0116777 1.17338 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00836807 0.759621 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00279017 2.37334 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00792671 2.99994 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0178499 3.8689 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0168254 3.97492 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0189894 3.77863 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00242092 -3.08802 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00542069 -2.12951 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00101753 -3.82151 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0137952 4.25209 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0120853 4.08417 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0111708 3.16413 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962058 -3.83916 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0123599 3.64837 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00550892 -0.577576 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634358 -0.137567 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0139956 1.94201 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0152833 2.29019 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999763 -3.13985 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00997608 -3.37928 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00401236 -1.2853 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0167556 2.73069 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181416 3.15566 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0192122 3.52196 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932935 -3.9912 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891081 -4.1211 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00843656 -4.20335 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712581 0.313466 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0130406 4.16267 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00557881 -1.83131 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00905225 -4.08563 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985995 -3.61744 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00945789 3.0721 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-4.90561e-05 2.07249 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00364082 1.58564 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00551219 1.31233 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00159973 -4.24901 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00215631 -4.2409 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00478803 -4.212 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0125463 1.58913 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0113511 3.83223 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0116999 3.70987 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00660667 1.2436 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00656065 0.0189797 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0068777 -0.162775 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00468397 -4.20759 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00160199 -3.97988 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0085175 -1.25238 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00960643 -2.29047 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973385 -2.46759 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0114048 1.17373 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782579 0.759495 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00271327 2.37305 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00794211 2.99606 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0176852 3.86919 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0166089 3.98465 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0188514 3.77773 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00246449 -3.09027 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00525713 -2.14211 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000759961 -3.81654 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0134978 4.25217 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0118879 4.09329 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962098 -3.83884 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0122496 3.66434 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0116945 3.28565 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00633912 -0.139993 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.01379 1.94199 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.015123 2.29129 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999746 -3.13735 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00997599 -3.37951 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00398634 -1.29681 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0046779 -0.98194 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0166642 2.73087 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.018132 3.15577 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0192858 3.52191 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932916 -3.99125 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891103 -4.12103 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00843523 -4.20351 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712614 0.313706 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0127466 4.16203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00542598 -1.83029 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00904401 -4.08789 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985987 -3.61749 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0111404 3.14704 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00553108 -0.566351 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00951031 3.07203 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000187328 2.06933 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00383631 1.58384 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00571047 1.31705 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00159291 -4.24913 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000209306 -4.24076 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00451581 -4.2128 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0123043 1.58892 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0111315 3.83156 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0115195 3.7118 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00793286 0.951739 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00552308 0.571467 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00602223 0.313257 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00690587 -0.179239 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00440113 -4.20809 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00136954 -3.98138 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00851565 -1.25085 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00959442 -2.27498 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973439 -2.46829 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.011132 1.17407 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782555 0.759379 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00263711 2.37291 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0079577 2.99239 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0175204 3.86944 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0163906 3.99296 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0187136 3.77687 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00250982 -3.0923 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[0.0051014 -2.15338 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00050821 -3.81202 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0132016 4.25227 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0116786 4.10115 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962135 -3.83854 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0120793 3.66644 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0114768 3.25266 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634409 -0.137232 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0135844 1.94198 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0149629 2.29233 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999729 -3.13487 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00997592 -3.37969 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00398594 -1.29699 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00473273 -0.956183 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0165729 2.73105 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181224 3.15589 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0193593 3.52186 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932897 -3.99129 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891127 -4.12096 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00843409 -4.20366 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712645 0.313929 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0124523 4.16134 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00527282 -1.8293 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00903622 -4.09 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985974 -3.61759 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0112145 3.14806 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00552985 -0.566961 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00956275 3.07197 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000325039 2.06642 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00403176 1.58212 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00594328 1.31327 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00158654 -4.24924 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000216955 -4.24061 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00424167 -4.21354 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0120623 1.58872 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0109128 3.83102 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0113379 3.7136 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00761219 0.949368 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00551583 0.575138 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00600997 0.319789 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00691988 -0.187426 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00411711 -4.20855 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0011357 -3.98279 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00851402 -1.24951 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0095836 -2.26116 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973507 -2.46922 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0108592 1.1744 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782532 0.759274 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00256163 2.37289 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00797342 2.98892 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0173556 3.8697 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0161708 4.00017 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0185762 3.77606 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00493184 -2.16895 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[-0.000239526 -3.8053 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000294075 -3.71413 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0129062 4.25239 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0096217 -3.83826 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0119085 3.66862 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0114028 3.25696 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634443 -0.137021 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0133787 1.94199 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0148029 2.29333 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999712 -3.13244 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00997586 -3.37984 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00398442 -1.29767 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00473371 -0.955717 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0164817 2.73123 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181128 3.156 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0194328 3.5218 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932879 -3.99133 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891152 -4.12089 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00843313 -4.20378 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712674 0.314145 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0121895 4.16423 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00511943 -1.82833 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00253653 -3.09818 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[-0.00902885 -4.09199 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985959 -3.61773 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0112855 3.1485 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00552972 -0.567007 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00961513 3.0719 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000462248 2.06372 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00422659 1.5806 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00617307 1.31034 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00158056 -4.24935 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000224375 -4.24047 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00396578 -4.21422 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0118203 1.58854 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.010695 3.83064 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0111552 3.71529 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00474927 0.948478 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00550844 0.578879 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00600078 0.324679 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00693205 -0.19454 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00383204 -4.20898 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.000900445 -3.98411 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00851264 -1.24836 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00957381 -2.24878 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00973585 -2.4703 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0105863 1.17471 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782511 0.759179 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00248677 2.37298 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00798926 2.98563 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0171907 3.86998 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0159496 4.0065 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.018439 3.7753 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00480858 -2.17296 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[-2.09022e-05 -3.80428 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-8.23502e-05 -3.71109 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0124645 4.24954 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0109462 4.08978 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962203 -3.83799 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0117369 3.67075 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0113263 3.26095 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634474 -0.13682 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0131731 1.942 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.014643 2.29428 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00999694 -3.13015 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0099758 -3.37999 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00398239 -1.29857 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00473461 -0.955289 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0163904 2.73143 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181032 3.15611 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0195062 3.52173 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932861 -3.99137 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891178 -4.12082 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00843233 -4.20388 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712702 0.314349 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0118407 4.15719 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00496552 -1.82744 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00260561 -3.09576 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[-0.00902186 -4.09385 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985943 -3.61787 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0113551 3.14872 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00553008 -0.566808 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00966745 3.07182 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000598993 2.06122 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00442089 1.57924 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00640223 1.30767 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00157494 -4.24945 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000231579 -4.24034 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00368831 -4.21486 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0115782 1.58836 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0104774 3.83031 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0109716 3.71689 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00474971 0.948268 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00550162 0.58233 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00599334 0.328641 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00749625 -0.539701 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00650905 0.048435 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00224062 -4.15436 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00131806 -4.06566 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00183239 -4.08005 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00850773 -1.24447 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00972237 -2.44988 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00987394 -2.71099 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00994849 -2.89508 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0103135 1.17501 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782491 0.759092 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00241248 2.37317 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00800518 2.9825 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0170256 3.87028 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0157253 4.01276 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0183022 3.77456 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00467001 -2.18142 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[0.000191976 -3.80391 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000161834 -3.70336 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0107361 4.09759 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962234 -3.83773 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0115641 3.67277 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0112477 3.26466 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634505 -0.136625 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0129674 1.94202 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0144834 2.29519 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00995544 -2.91742 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00997576 -3.38017 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00398014 -1.29957 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00473543 -0.954896 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0162992 2.73162 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0180936 3.15622 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0195796 3.52166 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932845 -3.9914 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891204 -4.12074 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00843166 -4.20397 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712727 0.314542 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0115499 4.15678 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00481127 -1.82659 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00267679 -3.09273 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0121756 4.24986 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0148343 4.0776 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00901523 -4.0956 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985928 -3.61811 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0114242 3.14883 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00553067 -0.566498 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0097197 3.07173 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00073531 2.0589 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00461471 1.57804 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00663081 1.30523 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00156965 -4.24955 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000238575 -4.24021 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000784788 -4.21433 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0113362 1.5882 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0102604 3.83005 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0107871 3.7184 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00474945 0.948389 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00549531 0.585522 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00598526 0.33294 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0066074 -0.0068844 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00194956 -4.15417 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00109082 -4.06861 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00158508 -4.08182 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00850214 -1.24007 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00984678 -2.65681 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0093442 -1.98643 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00974513 -2.4844 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00994724 -2.89122 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00975655 1.17529 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782472 0.759014 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00233872 2.37344 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00802116 2.97952 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0168603 3.87063 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0155133 4.01442 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0181656 3.77386 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00453616 -2.18908 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[0.000389479 -3.80541 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000397258 -3.69646 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0105133 4.10403 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962263 -3.83757 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0113901 3.67466 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.011167 3.26813 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634534 -0.136435 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0127618 1.94204 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0143238 2.29606 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00995396 -2.91257 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00997638 -3.37785 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00397783 -1.30059 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00473619 -0.954534 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.016208 2.73183 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.018084 3.15633 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0196529 3.52159 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932828 -3.99144 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00891232 -4.12067 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00322048 -4.20417 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00712751 0.314725 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0112587 4.15628 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00465661 -1.82582 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00274728 -3.08965 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0118671 4.2497 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0145712 4.08672 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00900892 -4.09725 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985913 -3.61835 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.011493 3.1489 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00553133 -0.566143 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00533516 3.07174 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000871231 2.05675 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00480809 1.57697 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00685882 1.303 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00156463 -4.24965 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000244903 -4.2401 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00104013 -4.21391 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0110941 1.58804 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0100438 3.82988 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0106018 3.71983 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00474887 0.948658 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00548943 0.5885 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00655259 0.023714 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00745897 -0.51597 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00608773 0.278863 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00166148 -4.15413 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000860946 -4.07143 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0013331 -4.08329 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00849323 -1.23311 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00982781 -2.62148 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00935889 -2.00196 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00974487 -2.48399 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00994371 -2.8806 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00840983 1.17557 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782455 0.758943 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0047241 2.97552 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00306954 2.88907 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0166949 3.87098 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0153035 4.01525 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0180292 3.7732 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00440639 -2.19607 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[0.000586492 -3.80704 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000625241 -3.69027 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0102844 4.10987 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0096229 -3.83744 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.011215 3.67641 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0110846 3.27138 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634563 -0.136249 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0125561 1.94208 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0141644 2.29689 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.0099527 -2.9085 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00997696 -3.37566 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00397552 -1.30162 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00473688 -0.9542 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0156151 2.73205 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0147633 3.15662 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0160533 3.52174 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932813 -3.99151 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0089126 -4.12059 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00305325 -4.20424 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00712774 0.314897 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0109673 4.15576 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00450157 -1.82511 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00281612 -3.08673 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0115577 4.24951 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0143088 4.09429 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000910929 2.37521 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00900293 -4.0988 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985899 -3.61857 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0115618 3.14894 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00553203 -0.565775 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00175646 3.07168 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0017628 2.05477 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00500106 1.57602 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00708631 1.30096 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00155989 -4.24974 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000250666 -4.24 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00105043 -4.21353 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.010852 1.5879 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0104225 3.72302 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00474816 0.948988 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00550052 0.582924 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00655382 0.0230606 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00743206 -0.498907 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00615118 0.244871 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00137459 -4.15415 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.000627607 -4.07403 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00107816 -4.08456 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00849081 -1.23118 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00937354 -2.01758 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0097446 -2.48355 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00994042 -2.87098 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00841009 1.17583 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00782438 0.758874 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00110893 2.9746 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.000536769 2.88637 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0165295 3.87132 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.015095 4.01563 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0178931 3.77257 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000783846 -3.80869 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.000846919 -3.68467 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0100486 4.11502 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00962316 -3.83732 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.0110389 3.67803 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0079548 3.27453 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00634592 -0.136067 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0123505 1.94212 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0140051 2.29769 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00995163 -2.90506 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0099775 -3.37359 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00397326 -1.30262 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00473753 -0.953891 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00988033 2.73245 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00999822 3.1569 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00992388 3.52196 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00932797 -3.99164 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.0089129 -4.12051 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00305229 -4.20429 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00712795 0.315061 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0106856 4.15641 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0106745 4.10072 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00432525 -1.83081 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00286691 -3.08763 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00469794 -2.36512 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.011249 4.24934 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.0140471 4.10067 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[-0.00253629 2.37361 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00429585 -2.1979 614 613 0.1 1 4287 5738 0.4 1.378 0.174 8.3 1 300 70000 1.8727e+07 1.8727e+07 1800 600 0.3 2.5e-05 4 ] result: 12411.2 observed 12411.2 -[-0.00899722 -4.10028 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[-0.00985886 -3.61879 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00305346 3.14919 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.3 observed 12412.3 -[0.00553272 -0.565407 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 -[0.00981718 3.82731 563 522 0.05 1 6099 7273 0.4 0.764 0.352 8.3 1 300 70000 1.8169e+07 1.8167e+07 1800 600 0.3 2.5e-05 4 ] result: 12412.2 observed 12412.2 diff --git a/tests/runANN/run.bash b/tests/runANN/run.bash index c3304675..c3767efd 100755 --- a/tests/runANN/run.bash +++ b/tests/runANN/run.bash @@ -1,11 +1,76 @@ -../../bin/ANN_test Rothermel.ffann modelrun.csv print | grep result > result.txt -if ! diff result.txt result.txt.ref; then - echo "ANN results differs from reference." +#!/bin/bash +# Checks that the trained network in Rothermel.ffann still reproduces the +# propagation model it was fitted to. +# +# This used to diff the per-input predictions against result.txt.ref, a file +# that is not in the repository, so the test failed on line 2 every time it +# ran. A plain rename of the committed result.txt would not have fixed it: +# regenerating that output changes a handful of lines in the last digit +# (12412.1 against 12412.2), so an exact diff is red on any machine but the +# one that produced the file. +# +# ANN_test already computes the root mean squared error between what the +# network predicts and what the CSV says the model produced, so that is what +# is checked here. It needs no reference file, it does not care about the last +# digit, and it fails loudly if the network stops approximating the model. +# +# For a per-input dump, add `print`: +# ../../bin/ANN_test Rothermel.ffann modelrun.csv print + +set -e + +ANN_TEST=../../bin/ANN_test +NETWORK=Rothermel.ffann +INPUTS=modelrun.csv + +# Calibration, measured on this fixture: +# +# trained network 0.0235 +# predicting the mean of every output 0.0966 +# normalisation weights scaled by 1% 17817 +# +# So the tolerance has to sit between the first two, or a network that ignores +# its inputs entirely would pass. 0.05 leaves the real network a factor of two +# of headroom and still fails a constant predictor. Anything that actually +# breaks the arithmetic lands orders of magnitude away and is not close. +# +# Note the fixture is weak: the expected outputs take four distinct values +# spanning 1.1 in 12412. That is why the gap between a working network and a +# constant one is so narrow, and it is worth replacing with a set of inputs +# that produce a real spread of rates of spread. +MAX_RMSE=0.05 + +if [ ! -x "$ANN_TEST" ]; then + echo "ANN_test not found at $ANN_TEST. Build with -DFOREFIRE_BUILD_TOOLS=ON." exit 1 fi -# Basic sanity checks on generated output -# Check that esult.txt exists and is not empty -if [ ! -s result.txt ]; then - echo "result.txt is empty or missing." +for required in "$NETWORK" "$INPUTS"; do + if [ ! -s "$required" ]; then + echo "missing input file: $required" + exit 1 + fi +done + +output=$("$ANN_TEST" "$NETWORK" "$INPUTS") +echo "$output" + +rmse=$(printf '%s\n' "$output" | sed -n 's/^Total Root Mean Squared Error: //p') +processed=$(printf '%s\n' "$output" | sed -n 's/^Time taken for processing \([0-9]*\) inputs.*/\1/p') + +if [ -z "$rmse" ]; then + echo "ANN_test printed no RMSE; it did not run to completion." exit 1 -fi \ No newline at end of file +fi + +if [ -z "$processed" ] || [ "$processed" -eq 0 ]; then + echo "ANN_test processed no inputs." + exit 1 +fi + +if ! awk -v got="$rmse" -v max="$MAX_RMSE" 'BEGIN { exit !(got <= max) }'; then + echo "ANN RMSE $rmse exceeds the tolerance of $max." + echo "The network no longer reproduces the propagation model it was fitted to." + exit 1 +fi + +echo "ANN test passed: $processed inputs, RMSE $rmse (tolerance $MAX_RMSE)."