test(cw): pin DeepCW front-end to the Python reference with golden vectors
把 Kotlin 前处理锁定到上游 deepcw-engine 的 Python 参考实现。 golden_spec.txt 由参考实现自身的预处理代码生成 (numpy reflect padding, np.hanning(N+1)[:-1], np.fft.rfft, log1p), 覆盖一段确定性测试音频: 700Hz 方波键控的字母 C, 20WPM, 源采样率 8000Hz。两侧用同一个确定性公式 各自合成音频, 因此只需锁定频谱图结果, 无需落盘音频。 为何必要: 前处理只要有细微偏差 (窗函数用 symmetric 而非 periodic、padding 模式不对、bin 边界差一位), 模型仍会输出看似合理的文字, 实际全是乱码, 在 下游极难定位。此测试守住整条链路的入口。 验证: ./gradlew :core:domain:test --tests '*CwDeepGoldenVectorTest*' => tests="3" skipped="0" failures="0" errors="0" 77 帧 x 65 频段 = 5005 个数值逐一比对, 最大偏差在 1e-4 容差内; 重采样长度 9120@8000Hz -> 3648@3200Hz 与参考一致。
This commit is contained in:
mckero committed
1 parent
6a62f951ad
commit
13ef70810c
2 files changed
+208
No files matched your search
+130
@@ -0,0 +1,130 @@
|
||||
/*
|
||||
* Look4Sat. Amateur radio satellite tracker and pass predictor.
|
||||
* Copyright (C) 2019-2026 Arty Bishop and contributors.
|
||||
*
|
||||
* This program is free software: you can redistribute it and/or modify
|
||||
* it under the terms of the GNU General Public License as published by
|
||||
* the Free Software Foundation, either version 3 of the License, or
|
||||
* (at your option) any later version.
|
||||
*
|
||||
* This program is distributed in the hope that it will be useful,
|
||||
* but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||
* GNU General Public License for more details.
|
||||
*
|
||||
* You should have received a copy of the GNU General Public License
|
||||
* along with this program. If not, see <https://www.gnu.org/licenses/>.
|
||||
*/
|
||||
package com.rtbishop.look4sat.core.domain.cw
|
||||
|
||||
import org.junit.Assert.assertEquals
|
||||
import org.junit.Assert.assertTrue
|
||||
import org.junit.Test
|
||||
import kotlin.math.PI
|
||||
import kotlin.math.abs
|
||||
import kotlin.math.sin
|
||||
|
||||
/**
|
||||
* Pins the Kotlin front-end to the upstream Python reference implementation.
|
||||
*
|
||||
* `golden_spec.txt` was produced by deepcw-engine's own preprocessing code
|
||||
* (numpy reflect padding, `np.hanning(N+1)[:-1]`, `np.fft.rfft`, `log1p`) over
|
||||
* the audio [generateTestAudio] builds. Both sides synthesise the audio from
|
||||
* the same deterministic formula, so only the spectrogram needs pinning.
|
||||
*
|
||||
* A mismatch here means the model would receive subtly wrong input and emit
|
||||
* plausible-looking garbage, which is very hard to diagnose downstream — so
|
||||
* this test guards the whole pipeline.
|
||||
*
|
||||
* Regenerate with `scripts/deepcw_gen_golden.py` from the skill library if the
|
||||
* model metadata ever changes.
|
||||
*/
|
||||
class CwDeepGoldenVectorTest {
|
||||
|
||||
private companion object {
|
||||
const val SRC_RATE = 8000
|
||||
const val TONE_HZ = 700.0
|
||||
const val AMPLITUDE = 0.6
|
||||
const val DOT_SAMPLES = 480 // 20 WPM at 8000 Hz: 1.2/20*8000
|
||||
const val PATTERN = "-.-." // the letter C
|
||||
const val TOLERANCE = 1e-4f
|
||||
}
|
||||
|
||||
/** Square-keyed 700 Hz tone: 4 dots of silence, "C", 4 dots of silence. */
|
||||
private fun generateTestAudio(): FloatArray {
|
||||
val keying = ArrayList<Int>()
|
||||
repeat(4 * DOT_SAMPLES) { keying.add(0) }
|
||||
for ((i, element) in PATTERN.withIndex()) {
|
||||
val length = if (element == '-') 3 * DOT_SAMPLES else DOT_SAMPLES
|
||||
repeat(length) { keying.add(1) }
|
||||
if (i < PATTERN.length - 1) repeat(DOT_SAMPLES) { keying.add(0) }
|
||||
}
|
||||
repeat(4 * DOT_SAMPLES) { keying.add(0) }
|
||||
|
||||
return FloatArray(keying.size) { i ->
|
||||
if (keying[i] == 1) {
|
||||
(AMPLITUDE * sin(2.0 * PI * TONE_HZ * i / SRC_RATE)).toFloat()
|
||||
} else {
|
||||
0f
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private fun readGoldenSpectrogram(): Array<FloatArray> {
|
||||
val stream = javaClass.classLoader?.getResourceAsStream("cw/golden_spec.txt")
|
||||
?: throw IllegalStateException("cw/golden_spec.txt missing from test resources")
|
||||
stream.bufferedReader().use { reader ->
|
||||
val (frames, bins) = reader.readLine().trim().split(" ").map(String::toInt)
|
||||
return Array(frames) {
|
||||
val row = reader.readLine().trim().split(" ")
|
||||
require(row.size == bins) { "expected $bins values, got ${row.size}" }
|
||||
FloatArray(bins) { i -> row[i].toFloat() }
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
fun spectrogramMatchesPythonReferenceFrameByFrame() {
|
||||
val expected = readGoldenSpectrogram()
|
||||
val audio = CwDeepSpectrogram.resampleLinear(
|
||||
generateTestAudio(), SRC_RATE, CwDeepSpectrogram.SAMPLE_RATE
|
||||
)
|
||||
val actual = CwDeepSpectrogram.compute(audio)
|
||||
|
||||
assertEquals("frame count", expected.size, actual.size)
|
||||
assertEquals("bin count", expected[0].size, actual[0].size)
|
||||
|
||||
var worstDelta = 0f
|
||||
var worstAt = ""
|
||||
for (t in expected.indices) {
|
||||
for (f in expected[t].indices) {
|
||||
val delta = abs(expected[t][f] - actual[t][f])
|
||||
if (delta > worstDelta) {
|
||||
worstDelta = delta
|
||||
worstAt = "frame $t bin $f: expected ${expected[t][f]}, got ${actual[t][f]}"
|
||||
}
|
||||
}
|
||||
}
|
||||
assertTrue(
|
||||
"front-end diverges from the Python reference — worst delta $worstDelta at $worstAt",
|
||||
worstDelta <= TOLERANCE
|
||||
)
|
||||
}
|
||||
|
||||
@Test
|
||||
fun resampledLengthMatchesReference() {
|
||||
val audio = generateTestAudio()
|
||||
assertEquals("source audio length", 9120, audio.size)
|
||||
val resampled = CwDeepSpectrogram.resampleLinear(
|
||||
audio, SRC_RATE, CwDeepSpectrogram.SAMPLE_RATE
|
||||
)
|
||||
assertEquals("resampled length", 3648, resampled.size)
|
||||
}
|
||||
|
||||
@Test
|
||||
fun goldenVectorHasExpectedShape() {
|
||||
val golden = readGoldenSpectrogram()
|
||||
assertEquals("frames", 77, golden.size)
|
||||
assertEquals("bins", CwDeepSpectrogram.FREQUENCY_BINS, golden[0].size)
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,78 @@
|
||||
77 65
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0.07889045 0.08153424 0.08419035 0.08701893 0.09030894 0.09436007 0.09932096 0.1050817 0.1113084 0.1176305 0.1239188 0.1305645 0.1386389 0.1497532 0.1654913 0.1866336 0.2127252 0.2422527 0.2731474 0.3032433 0.3305584 0.3534314 0.3705729 0.3810754 0.3844073 0.3804049 0.3692688 0.3515675 0.3282437 0.3006178 0.2703726 0.239492 0.2101091 0.1842086 0.1631677 0.1472881 0.1356851 0.126759 0.1189501 0.1112676 0.1034146 0.09563871 0.0884626 0.08238604 0.07764256 0.07410739 0.07139879 0.06908784 0.06687377 0.06464756 0.06245377 0.06040035 0.05856907 0.05696608 0.05552753 0.05416456 0.05281367 0.05146397 0.05015182 0.0489313 0.04783952 0.04687586 0.04600478 0.04517753 0.04435825
|
||||
0.3260067 0.3363644 0.3473228 0.3584008 0.3717064 0.3864512 0.4010351 0.4184499 0.4389309 0.4590358 0.4825051 0.5122178 0.5418502 0.5749596 0.6208939 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 1.914222 1.97871 1.912684 1.720891 1.431183 1.139257 0.9739592 0.885756 0.7909085 0.7123318 0.6630843 0.6163642 0.5723305 0.5442435 0.5254506 0.5046235 0.4722382 0.4203468 0.3605282 0.3242991 0.3175806 0.3153524 0.3077487 0.2989038 0.2901882 0.2814592 0.2735062 0.2657845 0.2581551 0.2513816 0.2449855 0.2385921 0.2328572 0.2275815 0.2222787 0.2174161 0.213032 0.2086437 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.4438076 0.4559436 0.4704448 0.4847386 0.5020207 0.5190093 0.5398599 0.5602847 0.5858377 0.6107538 0.6427084 0.6736734 0.7147121 0.7541329 0.8087943 0.8606219 0.9373714 1.008648 1.125829 1.230708 1.440158 1.613244 2.198886 2.788961 2.987679 2.787503 2.195585 1.607394 1.433426 1.222683 1.117479 0.9998917 0.9291879 0.853102 0.8035754 0.7514675 0.7191642 0.6857824 0.6938878 0.7097453 0.6016893 0.4058476 0.4104768 0.4370055 0.4281905 0.4192973 0.4079929 0.3965591 0.3857173 0.3747567 0.3649065 0.3549583 0.346147 0.3372574 0.3294108 0.3215023 0.3145201 0.3074889 0.3012713 0.2950149 0.2894724 0.2838991 0.2789537 0.2739837 0.2695685
|
||||
0.3260067 0.3363645 0.3473228 0.3584008 0.3717065 0.3864512 0.401035 0.4184498 0.438931 0.4590358 0.4825051 0.5122178 0.5418503 0.5749596 0.620894 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 3.06281 3.479569 3.061841 1.720891 1.431183 1.139257 0.9739593 0.8857559 0.7909085 0.7123318 0.6630843 0.6163641 0.5723306 0.5442436 0.5254506 0.5046235 0.6600668 0.5916568 0.1053787 0.324299 0.3175806 0.3153523 0.3077486 0.2989039 0.2901882 0.2814592 0.2735063 0.2657846 0.2581551 0.2513817 0.2449855 0.2385924 0.2328572 0.2275815 0.2222788 0.2174162 0.213032 0.2086438 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.07889044 0.08153418 0.08419043 0.08701882 0.09030894 0.09435995 0.09932118 0.1050815 0.1113084 0.1176306 0.1239187 0.1305645 0.1386389 0.1497532 0.1654913 0.1866337 0.2127252 0.2422527 0.2731474 0.3032434 0.3305583 0.3534314 0.3705729 3.007106 3.643108 3.00695 0.3692689 0.3515675 0.3282436 0.300618 0.2703725 0.239492 0.210109 0.1842086 0.1631676 0.1472882 0.1356852 0.1267589 0.1189501 0.3679682 0.5516769 0.2577798 0.08846281 0.08238595 0.07764257 0.07410715 0.07139895 0.06908786 0.06687377 0.06464756 0.06245382 0.06040037 0.05856909 0.05696621 0.05552716 0.0541646 0.05281365 0.05146411 0.05015175 0.04893123 0.04783951 0.04687591 0.0460047 0.04517756 0.04435825
|
||||
1.564492e-07 1.122884e-07 8.888702e-08 1.762498e-07 8.600421e-09 1.938033e-07 2.387622e-07 2.871272e-07 2.21893e-07 1.239545e-07 8.498516e-08 5.176826e-08 1.897711e-07 8.593484e-08 4.070753e-08 7.40209e-08 2.278317e-07 8.807671e-08 9.716474e-08 1.372644e-07 1.501705e-07 2.285518e-08 9.67386e-08 2.987679 3.6553 2.987679 1.266364e-07 1.456021e-08 5.034151e-08 2.597979e-07 1.838301e-07 6.343754e-08 8.150528e-08 5.003271e-09 9.525829e-08 2.182818e-07 1.843608e-07 1.385002e-08 6.420205e-09 0.3078006 0.542824 0.3078008 2.254644e-07 1.478402e-07 1.590096e-07 3.480243e-07 1.698739e-07 5.310058e-08 4.452434e-08 4.024338e-09 5.150024e-08 2.914611e-08 1.276424e-07 1.826463e-07 3.983407e-07 5.450444e-08 2.266521e-07 1.942693e-07 7.255422e-08 1.167992e-07 1.510635e-07 6.353517e-08 7.878904e-08 3.480655e-08 4.585462e-09
|
||||
1.564492e-07 1.122884e-07 8.888694e-08 1.762498e-07 8.600284e-09 1.938033e-07 2.387623e-07 2.871272e-07 2.21893e-07 1.239545e-07 8.498505e-08 5.176823e-08 1.897709e-07 8.593484e-08 4.070745e-08 7.402096e-08 2.278317e-07 8.807665e-08 9.716481e-08 1.372644e-07 1.501703e-07 2.285522e-08 9.673848e-08 2.987679 3.6553 2.987679 1.266363e-07 1.456018e-08 5.034165e-08 2.597979e-07 1.8383e-07 6.34376e-08 8.150528e-08 5.003333e-09 9.525822e-08 2.182818e-07 1.843609e-07 1.385006e-08 6.420322e-09 0.3078006 0.542824 0.3078008 2.254643e-07 1.478403e-07 1.590095e-07 3.480243e-07 1.698739e-07 5.310051e-08 4.452434e-08 4.0244e-09 5.150032e-08 2.914612e-08 1.276426e-07 1.826462e-07 3.983408e-07 5.450447e-08 2.266521e-07 1.942694e-07 7.255434e-08 1.167993e-07 1.510637e-07 6.353518e-08 7.878896e-08 3.480649e-08 4.585462e-09
|
||||
1.564492e-07 1.122884e-07 8.888694e-08 1.762499e-07 8.600289e-09 1.938033e-07 2.387623e-07 2.871272e-07 2.21893e-07 1.239545e-07 8.498504e-08 5.176823e-08 1.897709e-07 8.593484e-08 4.070745e-08 7.402096e-08 2.278317e-07 8.807665e-08 9.716482e-08 1.372644e-07 1.501703e-07 2.285522e-08 9.673848e-08 2.987679 3.6553 2.987679 1.266363e-07 1.456017e-08 5.034164e-08 2.597979e-07 1.8383e-07 6.34376e-08 8.150528e-08 5.003331e-09 9.525821e-08 2.182818e-07 1.843609e-07 1.385006e-08 6.420325e-09 0.3078006 0.542824 0.3078008 2.254643e-07 1.478403e-07 1.590095e-07 3.480243e-07 1.698739e-07 5.310052e-08 4.452434e-08 4.024398e-09 5.150032e-08 2.914612e-08 1.276426e-07 1.826462e-07 3.983408e-07 5.450447e-08 2.266521e-07 1.942694e-07 7.255434e-08 1.167993e-07 1.510637e-07 6.353518e-08 7.878896e-08 3.480649e-08 4.585462e-09
|
||||
1.564492e-07 1.122884e-07 8.888702e-08 1.762499e-07 8.600421e-09 1.938034e-07 2.387622e-07 2.871271e-07 2.21893e-07 1.239546e-07 8.498516e-08 5.176833e-08 1.897711e-07 8.593477e-08 4.070753e-08 7.402097e-08 2.278317e-07 8.807664e-08 9.716474e-08 1.372644e-07 1.501705e-07 2.285512e-08 9.67386e-08 2.987679 3.6553 2.987679 1.266364e-07 1.456028e-08 5.034151e-08 2.59798e-07 1.838301e-07 6.343761e-08 8.150528e-08 5.003339e-09 9.525829e-08 2.182819e-07 1.843608e-07 1.384995e-08 6.420205e-09 0.3078006 0.542824 0.3078008 2.254644e-07 1.478402e-07 1.590096e-07 3.480242e-07 1.698739e-07 5.310051e-08 4.452434e-08 4.024406e-09 5.150024e-08 2.914618e-08 1.276424e-07 1.826463e-07 3.983407e-07 5.450437e-08 2.266521e-07 1.942693e-07 7.255422e-08 1.167992e-07 1.510635e-07 6.353524e-08 7.878904e-08 3.480648e-08 4.585462e-09
|
||||
1.564492e-07 1.122885e-07 8.888715e-08 1.762501e-07 8.600158e-09 1.938033e-07 2.387623e-07 2.871272e-07 2.21893e-07 1.239545e-07 8.498502e-08 5.176819e-08 1.897708e-07 8.593463e-08 4.070766e-08 7.402083e-08 2.278317e-07 8.807678e-08 9.716461e-08 1.372642e-07 1.501702e-07 2.285526e-08 9.673845e-08 2.987679 3.6553 2.987679 1.266363e-07 1.456013e-08 5.034177e-08 2.597981e-07 1.838302e-07 6.343747e-08 8.150528e-08 5.003199e-09 9.525842e-08 2.18282e-07 1.843611e-07 1.38501e-08 6.420349e-09 0.3078006 0.542824 0.3078008 2.254643e-07 1.478403e-07 1.590094e-07 3.480241e-07 1.698737e-07 5.310065e-08 4.452434e-08 4.024266e-09 5.150011e-08 2.914633e-08 1.276427e-07 1.826462e-07 3.983409e-07 5.45045e-08 2.266521e-07 1.942694e-07 7.255437e-08 1.167993e-07 1.510638e-07 6.353538e-08 7.878917e-08 3.480662e-08 4.585462e-09
|
||||
1.564492e-07 1.122885e-07 8.888713e-08 1.762501e-07 8.600153e-09 1.938034e-07 2.387623e-07 2.871272e-07 2.21893e-07 1.239545e-07 8.498504e-08 5.176827e-08 1.897708e-07 8.593455e-08 4.070764e-08 7.402088e-08 2.278317e-07 8.807672e-08 9.716463e-08 1.372642e-07 1.501702e-07 2.285517e-08 9.673848e-08 2.987679 3.6553 2.987679 1.266363e-07 1.456022e-08 5.034178e-08 2.597982e-07 1.838302e-07 6.343753e-08 8.150528e-08 5.003255e-09 9.52584e-08 2.182821e-07 1.843611e-07 1.385001e-08 6.420325e-09 0.3078006 0.542824 0.3078008 2.254643e-07 1.478402e-07 1.590094e-07 3.48024e-07 1.698737e-07 5.310059e-08 4.452434e-08 4.024322e-09 5.150013e-08 2.91464e-08 1.276427e-07 1.826463e-07 3.983408e-07 5.450445e-08 2.266521e-07 1.942693e-07 7.255434e-08 1.167992e-07 1.510638e-07 6.353546e-08 7.878916e-08 3.480656e-08 4.585462e-09
|
||||
1.564492e-07 1.122884e-07 8.888702e-08 1.762501e-07 8.600201e-09 1.938033e-07 2.387621e-07 2.871272e-07 2.21893e-07 1.239545e-07 8.49852e-08 5.176818e-08 1.897709e-07 8.59346e-08 4.070753e-08 7.402099e-08 2.278317e-07 8.807662e-08 9.716474e-08 1.372642e-07 1.501702e-07 2.285526e-08 9.673864e-08 2.987679 3.6553 2.987679 1.266365e-07 1.456013e-08 5.034173e-08 2.597982e-07 1.838301e-07 6.343763e-08 8.150528e-08 5.00336e-09 9.525829e-08 2.182821e-07 1.84361e-07 1.38501e-08 6.420163e-09 0.3078006 0.542824 0.3078008 2.254645e-07 1.478403e-07 1.590094e-07 3.480241e-07 1.698739e-07 5.310049e-08 4.452434e-08 4.024427e-09 5.150024e-08 2.914636e-08 1.276426e-07 1.826462e-07 3.983407e-07 5.450442e-08 2.266521e-07 1.942693e-07 7.255419e-08 1.167993e-07 1.510638e-07 6.353542e-08 7.878904e-08 3.480646e-08 4.585462e-09
|
||||
0.07889044 0.08153418 0.08419043 0.08701882 0.09030894 0.09435995 0.09932118 0.1050815 0.1113084 0.1176306 0.1239187 0.1305645 0.1386389 0.1497532 0.1654913 0.1866337 0.2127252 0.2422527 0.2731474 0.3032434 0.3305583 0.3534314 0.3705729 3.007106 3.643108 3.00695 0.3692689 0.3515675 0.3282436 0.300618 0.2703725 0.239492 0.210109 0.1842086 0.1631676 0.1472882 0.1356852 0.1267589 0.1189501 0.3679682 0.5516769 0.2577798 0.08846281 0.08238595 0.07764257 0.07410715 0.07139895 0.06908786 0.06687377 0.06464756 0.06245382 0.06040037 0.05856909 0.05696621 0.05552716 0.0541646 0.05281365 0.05146411 0.05015175 0.04893123 0.04783951 0.04687591 0.0460047 0.04517756 0.04435825
|
||||
0.3260067 0.3363645 0.3473228 0.3584008 0.3717065 0.3864512 0.401035 0.4184498 0.438931 0.4590358 0.4825051 0.5122178 0.5418503 0.5749596 0.620894 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 3.06281 3.479569 3.061841 1.720891 1.431183 1.139257 0.9739593 0.8857559 0.7909085 0.7123318 0.6630843 0.6163641 0.5723306 0.5442436 0.5254506 0.5046235 0.6600668 0.5916568 0.1053787 0.324299 0.3175806 0.3153523 0.3077486 0.2989039 0.2901882 0.2814592 0.2735063 0.2657846 0.2581551 0.2513817 0.2449855 0.2385924 0.2328572 0.2275815 0.2222788 0.2174162 0.213032 0.2086438 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.4438076 0.4559436 0.4704448 0.4847386 0.5020207 0.5190093 0.5398599 0.5602847 0.5858377 0.6107538 0.6427084 0.6736734 0.7147121 0.7541329 0.8087943 0.8606219 0.9373714 1.008648 1.125829 1.230708 1.440158 1.613244 2.198886 2.788961 2.987679 2.787503 2.195585 1.607394 1.433426 1.222683 1.117479 0.9998917 0.9291879 0.853102 0.8035754 0.7514675 0.7191642 0.6857824 0.6938878 0.7097453 0.6016893 0.4058476 0.4104768 0.4370055 0.4281905 0.4192973 0.4079929 0.3965591 0.3857173 0.3747567 0.3649065 0.3549583 0.346147 0.3372574 0.3294108 0.3215023 0.3145201 0.3074889 0.3012713 0.2950149 0.2894724 0.2838991 0.2789537 0.2739837 0.2695685
|
||||
0.3260067 0.3363644 0.3473228 0.3584008 0.3717064 0.3864512 0.4010351 0.4184499 0.4389309 0.4590358 0.4825051 0.5122178 0.5418502 0.5749596 0.6208939 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 1.914222 1.97871 1.912684 1.720891 1.431183 1.139257 0.9739592 0.885756 0.7909085 0.7123318 0.6630843 0.6163642 0.5723305 0.5442435 0.5254506 0.5046235 0.4722382 0.4203468 0.3605282 0.3242991 0.3175806 0.3153524 0.3077487 0.2989038 0.2901882 0.2814592 0.2735062 0.2657845 0.2581551 0.2513816 0.2449855 0.2385921 0.2328572 0.2275815 0.2222787 0.2174161 0.213032 0.2086437 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.0133671 0.103174 0.161102 0.1321454 0.01981753 0.1171069 0.1886141 0.1606799 0.03154613 0.1368369 0.230862 0.208004 0.05647711 0.1650847 0.3020293 0.298915 0.1252058 0.1979204 0.4401451 0.5311838 0.4472875 0.1536819 0.2990841 0.5738236 0.6613865 0.5702119 0.2925259 0.1586363 0.4468553 0.5274072 0.4351405 0.1946639 0.1232734 0.2943546 0.2986827 0.1671092 0.04655298 0.1966405 0.2236971 0.1398044 0.01435895 0.1384342 0.1696025 0.109466 0.009560954 0.1101514 0.1376043 0.08825757 0.01127213 0.09668601 0.1209162 0.07821064 0.008807627 0.0850097 0.1078746 0.07068323 0.006762736 0.07595089 0.09776526 0.06483996 0.005235632 0.0689388 0.08987227 0.0602516 0.004088645
|
||||
0.3260067 0.3363644 0.3473228 0.3584008 0.3717064 0.3864512 0.4010351 0.4184499 0.4389309 0.4590358 0.4825051 0.5122178 0.5418502 0.5749596 0.6208939 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 1.914222 1.97871 1.912684 1.720891 1.431183 1.139257 0.9739592 0.885756 0.7909085 0.7123318 0.6630843 0.6163642 0.5723305 0.5442435 0.5254506 0.5046235 0.4722382 0.4203468 0.3605282 0.3242991 0.3175806 0.3153524 0.3077487 0.2989038 0.2901882 0.2814592 0.2735062 0.2657845 0.2581551 0.2513816 0.2449855 0.2385921 0.2328572 0.2275815 0.2222787 0.2174161 0.213032 0.2086437 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.4438076 0.4559436 0.4704448 0.4847386 0.5020207 0.5190093 0.5398599 0.5602847 0.5858377 0.6107538 0.6427084 0.6736734 0.7147121 0.7541329 0.8087943 0.8606219 0.9373714 1.008648 1.125829 1.230708 1.440158 1.613244 2.198886 2.788961 2.987679 2.787503 2.195585 1.607394 1.433426 1.222683 1.117479 0.9998917 0.9291879 0.853102 0.8035754 0.7514675 0.7191642 0.6857824 0.6938878 0.7097453 0.6016893 0.4058476 0.4104768 0.4370055 0.4281905 0.4192973 0.4079929 0.3965591 0.3857173 0.3747567 0.3649065 0.3549583 0.346147 0.3372574 0.3294108 0.3215023 0.3145201 0.3074889 0.3012713 0.2950149 0.2894724 0.2838991 0.2789537 0.2739837 0.2695685
|
||||
0.3260067 0.3363645 0.3473228 0.3584008 0.3717065 0.3864512 0.401035 0.4184498 0.438931 0.4590358 0.4825051 0.5122178 0.5418503 0.5749596 0.620894 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 3.06281 3.479569 3.061841 1.720891 1.431183 1.139257 0.9739593 0.8857559 0.7909085 0.7123318 0.6630843 0.6163641 0.5723306 0.5442436 0.5254506 0.5046235 0.6600668 0.5916568 0.1053787 0.324299 0.3175806 0.3153523 0.3077486 0.2989039 0.2901882 0.2814592 0.2735063 0.2657846 0.2581551 0.2513817 0.2449855 0.2385924 0.2328572 0.2275815 0.2222788 0.2174162 0.213032 0.2086438 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.01336695 0.1031739 0.161102 0.1321453 0.01981753 0.1171067 0.1886142 0.1606797 0.03154635 0.1368371 0.2308619 0.2080039 0.05647729 0.1650848 0.3020293 0.298915 0.1252055 0.1979204 0.440145 0.531184 0.4472874 0.1536818 0.299084 3.026 3.630765 3.02569 0.2925259 0.1586363 0.4468552 0.5274073 0.4351404 0.1946639 0.1232734 0.2943546 0.2986827 0.1671094 0.04655316 0.1966404 0.2236971 0.4124265 0.5511931 0.1922355 0.1696027 0.1094658 0.009561111 0.110151 0.1376044 0.08825763 0.01127217 0.09668601 0.1209163 0.07821067 0.008807753 0.08500987 0.1078743 0.07068328 0.00676251 0.07595107 0.0977652 0.06483985 0.005235482 0.06893886 0.0898722 0.06025163 0.004088641
|
||||
0.3260067 0.3363645 0.3473228 0.3584008 0.3717065 0.3864512 0.401035 0.4184498 0.438931 0.4590358 0.4825051 0.5122178 0.5418503 0.5749596 0.620894 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 3.06281 3.479569 3.061841 1.720891 1.431183 1.139257 0.9739593 0.8857559 0.7909085 0.7123318 0.6630843 0.6163641 0.5723306 0.5442436 0.5254506 0.5046235 0.6600668 0.5916568 0.1053787 0.324299 0.3175806 0.3153523 0.3077486 0.2989039 0.2901882 0.2814592 0.2735063 0.2657846 0.2581551 0.2513817 0.2449855 0.2385924 0.2328572 0.2275815 0.2222788 0.2174162 0.213032 0.2086438 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.4438076 0.4559436 0.4704448 0.4847386 0.5020207 0.5190093 0.5398599 0.5602847 0.5858377 0.6107538 0.6427084 0.6736734 0.7147121 0.7541329 0.8087943 0.8606219 0.9373714 1.008648 1.125829 1.230708 1.440158 1.613244 2.198886 2.788961 2.987679 2.787503 2.195585 1.607394 1.433426 1.222683 1.117479 0.9998917 0.9291879 0.853102 0.8035754 0.7514675 0.7191642 0.6857824 0.6938878 0.7097453 0.6016893 0.4058476 0.4104768 0.4370055 0.4281905 0.4192973 0.4079929 0.3965591 0.3857173 0.3747567 0.3649065 0.3549583 0.346147 0.3372574 0.3294108 0.3215023 0.3145201 0.3074889 0.3012713 0.2950149 0.2894724 0.2838991 0.2789537 0.2739837 0.2695685
|
||||
0.3260067 0.3363644 0.3473228 0.3584008 0.3717064 0.3864512 0.4010351 0.4184499 0.4389309 0.4590358 0.4825051 0.5122178 0.5418502 0.5749596 0.6208939 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 1.914222 1.97871 1.912684 1.720891 1.431183 1.139257 0.9739592 0.885756 0.7909085 0.7123318 0.6630843 0.6163642 0.5723305 0.5442435 0.5254506 0.5046235 0.4722382 0.4203468 0.3605282 0.3242991 0.3175806 0.3153524 0.3077487 0.2989038 0.2901882 0.2814592 0.2735062 0.2657845 0.2581551 0.2513816 0.2449855 0.2385921 0.2328572 0.2275815 0.2222787 0.2174161 0.213032 0.2086437 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.0133671 0.103174 0.161102 0.1321454 0.01981753 0.1171069 0.1886141 0.1606799 0.03154613 0.1368369 0.230862 0.208004 0.05647711 0.1650847 0.3020293 0.298915 0.1252058 0.1979204 0.4401451 0.5311838 0.4472875 0.1536819 0.2990841 0.5738236 0.6613865 0.5702119 0.2925259 0.1586363 0.4468553 0.5274072 0.4351405 0.1946639 0.1232734 0.2943546 0.2986827 0.1671092 0.04655298 0.1966405 0.2236971 0.1398044 0.01435895 0.1384342 0.1696025 0.109466 0.009560954 0.1101514 0.1376043 0.08825757 0.01127213 0.09668601 0.1209162 0.07821064 0.008807627 0.0850097 0.1078746 0.07068323 0.006762736 0.07595089 0.09776526 0.06483996 0.005235632 0.0689388 0.08987227 0.0602516 0.004088645
|
||||
0.3260067 0.3363644 0.3473228 0.3584008 0.3717064 0.3864512 0.4010351 0.4184499 0.4389309 0.4590358 0.4825051 0.5122178 0.5418502 0.5749596 0.6208939 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 1.914222 1.97871 1.912684 1.720891 1.431183 1.139257 0.9739592 0.885756 0.7909085 0.7123318 0.6630843 0.6163642 0.5723305 0.5442435 0.5254506 0.5046235 0.4722382 0.4203468 0.3605282 0.3242991 0.3175806 0.3153524 0.3077487 0.2989038 0.2901882 0.2814592 0.2735062 0.2657845 0.2581551 0.2513816 0.2449855 0.2385921 0.2328572 0.2275815 0.2222787 0.2174161 0.213032 0.2086437 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.4438076 0.4559436 0.4704448 0.4847386 0.5020207 0.5190093 0.5398599 0.5602847 0.5858377 0.6107538 0.6427084 0.6736734 0.7147121 0.7541329 0.8087943 0.8606219 0.9373714 1.008648 1.125829 1.230708 1.440158 1.613244 2.198886 2.788961 2.987679 2.787503 2.195585 1.607394 1.433426 1.222683 1.117479 0.9998917 0.9291879 0.853102 0.8035754 0.7514675 0.7191642 0.6857824 0.6938878 0.7097453 0.6016893 0.4058476 0.4104768 0.4370055 0.4281905 0.4192973 0.4079929 0.3965591 0.3857173 0.3747567 0.3649065 0.3549583 0.346147 0.3372574 0.3294108 0.3215023 0.3145201 0.3074889 0.3012713 0.2950149 0.2894724 0.2838991 0.2789537 0.2739837 0.2695685
|
||||
0.3260067 0.3363645 0.3473228 0.3584008 0.3717065 0.3864512 0.401035 0.4184498 0.438931 0.4590358 0.4825051 0.5122178 0.5418503 0.5749596 0.620894 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 3.06281 3.479569 3.061841 1.720891 1.431183 1.139257 0.9739593 0.8857559 0.7909085 0.7123318 0.6630843 0.6163641 0.5723306 0.5442436 0.5254506 0.5046235 0.6600668 0.5916568 0.1053787 0.324299 0.3175806 0.3153523 0.3077486 0.2989039 0.2901882 0.2814592 0.2735063 0.2657846 0.2581551 0.2513817 0.2449855 0.2385924 0.2328572 0.2275815 0.2222788 0.2174162 0.213032 0.2086438 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.07889044 0.08153418 0.08419043 0.08701882 0.09030894 0.09435995 0.09932118 0.1050815 0.1113084 0.1176306 0.1239187 0.1305645 0.1386389 0.1497532 0.1654913 0.1866337 0.2127252 0.2422527 0.2731474 0.3032434 0.3305583 0.3534314 0.3705729 3.007106 3.643108 3.00695 0.3692689 0.3515675 0.3282436 0.300618 0.2703725 0.239492 0.210109 0.1842086 0.1631676 0.1472882 0.1356852 0.1267589 0.1189501 0.3679682 0.5516769 0.2577798 0.08846281 0.08238595 0.07764257 0.07410715 0.07139895 0.06908786 0.06687377 0.06464756 0.06245382 0.06040037 0.05856909 0.05696621 0.05552716 0.0541646 0.05281365 0.05146411 0.05015175 0.04893123 0.04783951 0.04687591 0.0460047 0.04517756 0.04435825
|
||||
1.564492e-07 1.122885e-07 8.888702e-08 1.762501e-07 8.600116e-09 1.938031e-07 2.387619e-07 2.871269e-07 2.21893e-07 1.239548e-07 8.498547e-08 5.176805e-08 1.897708e-07 8.59346e-08 4.070753e-08 7.402088e-08 2.278317e-07 8.807672e-08 9.716474e-08 1.372642e-07 1.501702e-07 2.28554e-08 9.673891e-08 2.987679 3.6553 2.987679 1.266367e-07 1.456e-08 5.034181e-08 2.597982e-07 1.838301e-07 6.343753e-08 8.150528e-08 5.003254e-09 9.525829e-08 2.182821e-07 1.843611e-07 1.385024e-08 6.419893e-09 0.3078006 0.542824 0.3078008 2.254647e-07 1.478404e-07 1.590093e-07 3.480241e-07 1.698739e-07 5.31006e-08 4.452434e-08 4.024321e-09 5.150024e-08 2.914635e-08 1.276427e-07 1.82646e-07 3.983404e-07 5.450418e-08 2.266521e-07 1.942691e-07 7.255392e-08 1.167995e-07 1.510639e-07 6.353541e-08 7.878904e-08 3.480657e-08 4.585462e-09
|
||||
1.564492e-07 1.122886e-07 8.888708e-08 1.762499e-07 8.600304e-09 1.938035e-07 2.387625e-07 2.871271e-07 2.21893e-07 1.239546e-07 8.49849e-08 5.176842e-08 1.89771e-07 8.593476e-08 4.070759e-08 7.402079e-08 2.278317e-07 8.807682e-08 9.716468e-08 1.372644e-07 1.501704e-07 2.285502e-08 9.673834e-08 2.987679 3.6553 2.987679 1.266362e-07 1.456037e-08 5.034163e-08 2.59798e-07 1.838302e-07 6.343743e-08 8.150528e-08 5.003165e-09 9.525835e-08 2.182819e-07 1.843609e-07 1.384986e-08 6.420458e-09 0.3078006 0.542824 0.3078008 2.254642e-07 1.478401e-07 1.590095e-07 3.480242e-07 1.698738e-07 5.310068e-08 4.452434e-08 4.024231e-09 5.150018e-08 2.914619e-08 1.276425e-07 1.826464e-07 3.98341e-07 5.45043e-08 2.266521e-07 1.942692e-07 7.255448e-08 1.167991e-07 1.510637e-07 6.353525e-08 7.87891e-08 3.480666e-08 4.585462e-09
|
||||
1.564492e-07 1.122883e-07 8.888687e-08 1.762498e-07 8.600378e-09 1.938033e-07 2.387621e-07 2.87127e-07 2.21893e-07 1.239547e-07 8.498525e-08 5.176826e-08 1.89771e-07 8.593487e-08 4.070738e-08 7.402101e-08 2.278317e-07 8.80766e-08 9.716489e-08 1.372645e-07 1.501704e-07 2.285518e-08 9.673868e-08 2.987679 3.6553 2.987679 1.266365e-07 1.456021e-08 5.034155e-08 2.597979e-07 1.8383e-07 6.343765e-08 8.150528e-08 5.003383e-09 9.525814e-08 2.182818e-07 1.843608e-07 1.385002e-08 6.420119e-09 0.3078006 0.542824 0.3078008 2.254645e-07 1.478402e-07 1.590096e-07 3.480243e-07 1.69874e-07 5.310046e-08 4.452434e-08 4.02445e-09 5.150039e-08 2.914608e-08 1.276425e-07 1.826463e-07 3.983406e-07 5.450425e-08 2.266521e-07 1.942691e-07 7.255414e-08 1.167992e-07 1.510636e-07 6.353514e-08 7.878889e-08 3.480644e-08 4.585462e-09
|
||||
1.564492e-07 1.122883e-07 8.888674e-08 1.762497e-07 8.60019e-09 1.938031e-07 2.387623e-07 2.871273e-07 2.21893e-07 1.239544e-07 8.498511e-08 5.176805e-08 1.897708e-07 8.593494e-08 4.070725e-08 7.402105e-08 2.278317e-07 8.807655e-08 9.716502e-08 1.372645e-07 1.501702e-07 2.285539e-08 9.673855e-08 2.987679 3.6553 2.987679 1.266364e-07 1.456e-08 5.034174e-08 2.597978e-07 1.838298e-07 6.343769e-08 8.150528e-08 5.00342e-09 9.525801e-08 2.182817e-07 1.84361e-07 1.385023e-08 6.420252e-09 0.3078006 0.542824 0.3078008 2.254644e-07 1.478404e-07 1.590094e-07 3.480244e-07 1.698741e-07 5.310043e-08 4.452434e-08 4.024487e-09 5.150052e-08 2.914602e-08 1.276427e-07 1.82646e-07 3.983407e-07 5.450456e-08 2.266521e-07 1.942695e-07 7.255427e-08 1.167994e-07 1.510638e-07 6.353508e-08 7.878877e-08 3.48064e-08 4.585462e-09
|
||||
1.564492e-07 1.122884e-07 8.888679e-08 1.762497e-07 8.600452e-09 1.938035e-07 2.387627e-07 2.871276e-07 2.21893e-07 1.239541e-07 8.49847e-08 5.176846e-08 1.897711e-07 8.593501e-08 4.07073e-08 7.402098e-08 2.278317e-07 8.807663e-08 9.716497e-08 1.372646e-07 1.501705e-07 2.285498e-08 9.673813e-08 2.987679 3.6553 2.987679 1.266359e-07 1.456041e-08 5.034148e-08 2.597978e-07 1.838299e-07 6.343762e-08 8.150528e-08 5.003356e-09 9.525806e-08 2.182816e-07 1.843608e-07 1.384982e-08 6.42067e-09 0.3078006 0.542824 0.3078008 2.254639e-07 1.4784e-07 1.590097e-07 3.480245e-07 1.698741e-07 5.310049e-08 4.452434e-08 4.024423e-09 5.150047e-08 2.914594e-08 1.276424e-07 1.826465e-07 3.983412e-07 5.450482e-08 2.266521e-07 1.942697e-07 7.255469e-08 1.16799e-07 1.510635e-07 6.3535e-08 7.878881e-08 3.480647e-08 4.585462e-09
|
||||
1.564492e-07 1.122884e-07 8.888694e-08 1.762497e-07 8.600463e-09 1.938032e-07 2.387621e-07 2.871272e-07 2.21893e-07 1.239545e-07 8.498531e-08 5.17681e-08 1.897711e-07 8.593498e-08 4.070744e-08 7.402095e-08 2.278317e-07 8.807665e-08 9.716483e-08 1.372646e-07 1.501705e-07 2.285535e-08 9.673875e-08 2.987679 3.6553 2.987679 1.266366e-07 1.456004e-08 5.034147e-08 2.597978e-07 1.8383e-07 6.34376e-08 8.150528e-08 5.003324e-09 9.52582e-08 2.182817e-07 1.843607e-07 1.385019e-08 6.420059e-09 0.3078006 0.542824 0.3078008 2.254646e-07 1.478404e-07 1.590097e-07 3.480245e-07 1.698739e-07 5.310052e-08 4.452434e-08 4.024391e-09 5.150033e-08 2.914598e-08 1.276424e-07 1.826461e-07 3.983406e-07 5.450446e-08 2.266521e-07 1.942694e-07 7.255408e-08 1.167994e-07 1.510635e-07 6.353503e-08 7.878896e-08 3.48065e-08 4.585462e-09
|
||||
1.564492e-07 1.122886e-07 8.888708e-08 1.762499e-07 8.600294e-09 1.938035e-07 2.387625e-07 2.871271e-07 2.21893e-07 1.239546e-07 8.498491e-08 5.176843e-08 1.89771e-07 8.593477e-08 4.070759e-08 7.40208e-08 2.278317e-07 8.807681e-08 9.716467e-08 1.372644e-07 1.501703e-07 2.285501e-08 9.673835e-08 2.987679 3.6553 2.987679 1.266362e-07 1.456038e-08 5.034164e-08 2.59798e-07 1.838302e-07 6.343744e-08 8.150528e-08 5.003168e-09 9.525836e-08 2.182819e-07 1.843609e-07 1.384985e-08 6.420451e-09 0.3078006 0.542824 0.3078008 2.254642e-07 1.478401e-07 1.590095e-07 3.480242e-07 1.698738e-07 5.310068e-08 4.452434e-08 4.024235e-09 5.150017e-08 2.914619e-08 1.276426e-07 1.826464e-07 3.983409e-07 5.450431e-08 2.266521e-07 1.942692e-07 7.255447e-08 1.167991e-07 1.510637e-07 6.353525e-08 7.878911e-08 3.480665e-08 4.585462e-09
|
||||
0.07889044 0.08153418 0.08419043 0.08701882 0.09030894 0.09435995 0.09932118 0.1050815 0.1113084 0.1176306 0.1239187 0.1305645 0.1386389 0.1497532 0.1654913 0.1866337 0.2127252 0.2422527 0.2731474 0.3032434 0.3305583 0.3534314 0.3705729 3.007106 3.643108 3.00695 0.3692689 0.3515675 0.3282436 0.300618 0.2703725 0.239492 0.210109 0.1842086 0.1631676 0.1472882 0.1356852 0.1267589 0.1189501 0.3679682 0.5516769 0.2577798 0.08846281 0.08238595 0.07764257 0.07410715 0.07139895 0.06908786 0.06687377 0.06464756 0.06245382 0.06040037 0.05856909 0.05696621 0.05552716 0.0541646 0.05281365 0.05146411 0.05015175 0.04893123 0.04783951 0.04687591 0.0460047 0.04517756 0.04435825
|
||||
0.3260067 0.3363645 0.3473228 0.3584008 0.3717065 0.3864512 0.401035 0.4184498 0.438931 0.4590358 0.4825051 0.5122178 0.5418503 0.5749596 0.620894 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 3.06281 3.479569 3.061841 1.720891 1.431183 1.139257 0.9739593 0.8857559 0.7909085 0.7123318 0.6630843 0.6163641 0.5723306 0.5442436 0.5254506 0.5046235 0.6600668 0.5916568 0.1053787 0.324299 0.3175806 0.3153523 0.3077486 0.2989039 0.2901882 0.2814592 0.2735063 0.2657846 0.2581551 0.2513817 0.2449855 0.2385924 0.2328572 0.2275815 0.2222788 0.2174162 0.213032 0.2086438 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.4438076 0.4559436 0.4704448 0.4847386 0.5020207 0.5190093 0.5398599 0.5602847 0.5858377 0.6107538 0.6427084 0.6736734 0.7147121 0.7541329 0.8087943 0.8606219 0.9373714 1.008648 1.125829 1.230708 1.440158 1.613244 2.198886 2.788961 2.987679 2.787503 2.195585 1.607394 1.433426 1.222683 1.117479 0.9998917 0.9291879 0.853102 0.8035754 0.7514675 0.7191642 0.6857824 0.6938878 0.7097453 0.6016893 0.4058476 0.4104768 0.4370055 0.4281905 0.4192973 0.4079929 0.3965591 0.3857173 0.3747567 0.3649065 0.3549583 0.346147 0.3372574 0.3294108 0.3215023 0.3145201 0.3074889 0.3012713 0.2950149 0.2894724 0.2838991 0.2789537 0.2739837 0.2695685
|
||||
0.3260067 0.3363644 0.3473228 0.3584008 0.3717064 0.3864512 0.4010351 0.4184499 0.4389309 0.4590358 0.4825051 0.5122178 0.5418502 0.5749596 0.6208939 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 1.914222 1.97871 1.912684 1.720891 1.431183 1.139257 0.9739592 0.885756 0.7909085 0.7123318 0.6630843 0.6163642 0.5723305 0.5442435 0.5254506 0.5046235 0.4722382 0.4203468 0.3605282 0.3242991 0.3175806 0.3153524 0.3077487 0.2989038 0.2901882 0.2814592 0.2735062 0.2657845 0.2581551 0.2513816 0.2449855 0.2385921 0.2328572 0.2275815 0.2222787 0.2174161 0.213032 0.2086437 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.0133671 0.103174 0.161102 0.1321454 0.01981753 0.1171069 0.1886141 0.1606799 0.03154613 0.1368369 0.230862 0.208004 0.05647711 0.1650847 0.3020293 0.298915 0.1252058 0.1979204 0.4401451 0.5311838 0.4472875 0.1536819 0.2990841 0.5738236 0.6613865 0.5702119 0.2925259 0.1586363 0.4468553 0.5274072 0.4351405 0.1946639 0.1232734 0.2943546 0.2986827 0.1671092 0.04655298 0.1966405 0.2236971 0.1398044 0.01435895 0.1384342 0.1696025 0.109466 0.009560954 0.1101514 0.1376043 0.08825757 0.01127213 0.09668601 0.1209162 0.07821064 0.008807627 0.0850097 0.1078746 0.07068323 0.006762736 0.07595089 0.09776526 0.06483996 0.005235632 0.0689388 0.08987227 0.0602516 0.004088645
|
||||
0.3260067 0.3363644 0.3473228 0.3584008 0.3717064 0.3864512 0.4010351 0.4184499 0.4389309 0.4590358 0.4825051 0.5122178 0.5418502 0.5749596 0.6208939 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 1.914222 1.97871 1.912684 1.720891 1.431183 1.139257 0.9739592 0.885756 0.7909085 0.7123318 0.6630843 0.6163642 0.5723305 0.5442435 0.5254506 0.5046235 0.4722382 0.4203468 0.3605282 0.3242991 0.3175806 0.3153524 0.3077487 0.2989038 0.2901882 0.2814592 0.2735062 0.2657845 0.2581551 0.2513816 0.2449855 0.2385921 0.2328572 0.2275815 0.2222787 0.2174161 0.213032 0.2086437 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.4438076 0.4559436 0.4704448 0.4847386 0.5020207 0.5190093 0.5398599 0.5602847 0.5858377 0.6107538 0.6427084 0.6736734 0.7147121 0.7541329 0.8087943 0.8606219 0.9373714 1.008648 1.125829 1.230708 1.440158 1.613244 2.198886 2.788961 2.987679 2.787503 2.195585 1.607394 1.433426 1.222683 1.117479 0.9998917 0.9291879 0.853102 0.8035754 0.7514675 0.7191642 0.6857824 0.6938878 0.7097453 0.6016893 0.4058476 0.4104768 0.4370055 0.4281905 0.4192973 0.4079929 0.3965591 0.3857173 0.3747567 0.3649065 0.3549583 0.346147 0.3372574 0.3294108 0.3215023 0.3145201 0.3074889 0.3012713 0.2950149 0.2894724 0.2838991 0.2789537 0.2739837 0.2695685
|
||||
0.3260067 0.3363645 0.3473228 0.3584008 0.3717065 0.3864512 0.401035 0.4184498 0.438931 0.4590358 0.4825051 0.5122178 0.5418503 0.5749596 0.620894 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 3.06281 3.479569 3.061841 1.720891 1.431183 1.139257 0.9739593 0.8857559 0.7909085 0.7123318 0.6630843 0.6163641 0.5723306 0.5442436 0.5254506 0.5046235 0.6600668 0.5916568 0.1053787 0.324299 0.3175806 0.3153523 0.3077486 0.2989039 0.2901882 0.2814592 0.2735063 0.2657846 0.2581551 0.2513817 0.2449855 0.2385924 0.2328572 0.2275815 0.2222788 0.2174162 0.213032 0.2086438 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.01336695 0.1031739 0.161102 0.1321453 0.01981753 0.1171067 0.1886142 0.1606797 0.03154635 0.1368371 0.2308619 0.2080039 0.05647729 0.1650848 0.3020293 0.298915 0.1252055 0.1979204 0.440145 0.531184 0.4472874 0.1536818 0.299084 3.026 3.630765 3.02569 0.2925259 0.1586363 0.4468552 0.5274073 0.4351404 0.1946639 0.1232734 0.2943546 0.2986827 0.1671094 0.04655316 0.1966404 0.2236971 0.4124265 0.5511931 0.1922355 0.1696027 0.1094658 0.009561111 0.110151 0.1376044 0.08825763 0.01127217 0.09668601 0.1209163 0.07821067 0.008807753 0.08500987 0.1078743 0.07068328 0.00676251 0.07595107 0.0977652 0.06483985 0.005235482 0.06893886 0.0898722 0.06025163 0.004088641
|
||||
0.3260067 0.3363645 0.3473228 0.3584008 0.3717065 0.3864512 0.401035 0.4184498 0.438931 0.4590358 0.4825051 0.5122178 0.5418503 0.5749596 0.620894 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 3.06281 3.479569 3.061841 1.720891 1.431183 1.139257 0.9739593 0.8857559 0.7909085 0.7123318 0.6630843 0.6163641 0.5723306 0.5442436 0.5254506 0.5046235 0.6600668 0.5916568 0.1053787 0.324299 0.3175806 0.3153523 0.3077486 0.2989039 0.2901882 0.2814592 0.2735063 0.2657846 0.2581551 0.2513817 0.2449855 0.2385924 0.2328572 0.2275815 0.2222788 0.2174162 0.213032 0.2086438 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.4438076 0.4559436 0.4704448 0.4847386 0.5020207 0.5190093 0.5398599 0.5602847 0.5858377 0.6107538 0.6427084 0.6736734 0.7147121 0.7541329 0.8087943 0.8606219 0.9373714 1.008648 1.125829 1.230708 1.440158 1.613244 2.198886 2.788961 2.987679 2.787503 2.195585 1.607394 1.433426 1.222683 1.117479 0.9998917 0.9291879 0.853102 0.8035754 0.7514675 0.7191642 0.6857824 0.6938878 0.7097453 0.6016893 0.4058476 0.4104768 0.4370055 0.4281905 0.4192973 0.4079929 0.3965591 0.3857173 0.3747567 0.3649065 0.3549583 0.346147 0.3372574 0.3294108 0.3215023 0.3145201 0.3074889 0.3012713 0.2950149 0.2894724 0.2838991 0.2789537 0.2739837 0.2695685
|
||||
0.3260067 0.3363644 0.3473228 0.3584008 0.3717064 0.3864512 0.4010351 0.4184499 0.4389309 0.4590358 0.4825051 0.5122178 0.5418502 0.5749596 0.6208939 0.6692876 0.7196215 0.7983373 0.8930331 0.9810481 1.1455 1.435858 1.723972 1.914222 1.97871 1.912684 1.720891 1.431183 1.139257 0.9739592 0.885756 0.7909085 0.7123318 0.6630843 0.6163642 0.5723305 0.5442435 0.5254506 0.5046235 0.4722382 0.4203468 0.3605282 0.3242991 0.3175806 0.3153524 0.3077487 0.2989038 0.2901882 0.2814592 0.2735062 0.2657845 0.2581551 0.2513816 0.2449855 0.2385921 0.2328572 0.2275815 0.2222787 0.2174161 0.213032 0.2086437 0.2045162 0.2008394 0.1972071 0.1937068
|
||||
0.07889045 0.08153424 0.08419035 0.08701893 0.09030894 0.09436007 0.09932096 0.1050817 0.1113084 0.1176305 0.1239188 0.1305645 0.1386389 0.1497532 0.1654913 0.1866336 0.2127252 0.2422527 0.2731474 0.3032433 0.3305584 0.3534314 0.3705729 0.3810754 0.3844073 0.3804049 0.3692688 0.3515675 0.3282437 0.3006178 0.2703726 0.239492 0.2101091 0.1842086 0.1631677 0.1472881 0.1356851 0.126759 0.1189501 0.1112676 0.1034146 0.09563871 0.0884626 0.08238604 0.07764256 0.07410739 0.07139879 0.06908784 0.06687377 0.06464756 0.06245377 0.06040035 0.05856907 0.05696608 0.05552753 0.05416456 0.05281367 0.05146397 0.05015182 0.0489313 0.04783952 0.04687586 0.04600478 0.04517753 0.04435825
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
|
||||
Reference in new issue
Block a user