diff --git a/notebooks/gammanu.ipynb b/notebooks/gammanu.ipynb index 02815fc..35ad4e2 100644 --- a/notebooks/gammanu.ipynb +++ b/notebooks/gammanu.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -55,7 +55,7 @@ "Integral(u**(2*nu)*exp(-t*u**2), (u, 0, 1))" ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -96,15 +96,15 @@ } ], "source": [ - "gammanu = simplify(F_nu.doit())\n", - "gammanu" + "F_nu_expanded = simplify(F_nu.doit())\n", + "F_nu_expanded" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "It is useful to also note the limit as $t\\rightarrow 0$" + "Some implementations will fail at $t=0$, so let's re-evaluate the integral for that special case:" ] }, { @@ -127,7 +127,8 @@ } ], "source": [ - "F_nu.subs(t, 0).doit()" + "F_nu_expanded_t0 = F_nu.subs(t, 0).doit()\n", + "F_nu_expanded_t0" ] }, { @@ -169,7 +170,8 @@ } ], "source": [ - "help(lambdify((nu, t), gammanu, modules=\"scipy\"))" + "F_nu_lambdified = lambdify((nu, t), F_nu_expanded, modules=\"scipy\")\n", + "help(F_nu_lambdified)" ] }, { @@ -247,7 +249,7 @@ ], "source": [ "for i in range(5):\n", - " display(simplify(gammanu.subs(nu, i)))" + " display(simplify(F_nu_expanded.subs(nu, i)))" ] }, { @@ -277,7 +279,7 @@ } ], "source": [ - "f_0 = simplify(gammanu.subs(nu, 0))\n", + "f_0 = simplify(F_nu_expanded.subs(nu, 0))\n", "f_0" ] }, @@ -391,7 +393,7 @@ "\\end{aligned}\n", "$$\n", "\n", - "We test this recurrence out by comparing to the earlier lambda implementation derived by SymPy" + "We test this recurrence out by comparing to the earlier lambda implementation derived by SymPy. We also compare this to the SymPy lambdafy implementation but implement a \"safe\" version as `Fnu_lambda_safe` which avoids the divide by zero warnings when $t=0$" ] }, { @@ -403,17 +405,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_3419746/1958191662.py:4: RuntimeWarning: divide by zero encountered in divide\n", + "/tmp/ipykernel_959421/3085702436.py:4: RuntimeWarning: divide by zero encountered in divide\n", " return np.where(t == 0, 1.0, erf(np.sqrt(t)) * np.sqrt(np.pi / (4 * t)))\n", - "/tmp/ipykernel_3419746/1958191662.py:4: RuntimeWarning: invalid value encountered in multiply\n", + "/tmp/ipykernel_959421/3085702436.py:4: RuntimeWarning: invalid value encountered in multiply\n", " return np.where(t == 0, 1.0, erf(np.sqrt(t)) * np.sqrt(np.pi / (4 * t)))\n", - "/tmp/ipykernel_3419746/1958191662.py:18: RuntimeWarning: divide by zero encountered in log\n", - " v = np.exp(np.log(0.5) - (nu + 0.5) * np.log(t) + np.log(gammainc(nu + 0.5, t)) + gammaln(nu + 0.5))\n", - "/tmp/ipykernel_3419746/1958191662.py:18: RuntimeWarning: invalid value encountered in add\n", - " v = np.exp(np.log(0.5) - (nu + 0.5) * np.log(t) + np.log(gammainc(nu + 0.5, t)) + gammaln(nu + 0.5))\n", - "/tmp/ipykernel_3419746/1958191662.py:11: RuntimeWarning: divide by zero encountered in divide\n", + "/tmp/ipykernel_959421/3085702436.py:11: RuntimeWarning: divide by zero encountered in divide\n", " v = 1/ (2 * t) * ( (2 * nu - 1) * f_nu(nu-1, t) - np.exp(-t) )\n", - "/tmp/ipykernel_3419746/1958191662.py:11: RuntimeWarning: invalid value encountered in multiply\n", + "/tmp/ipykernel_959421/3085702436.py:11: RuntimeWarning: invalid value encountered in multiply\n", " v = 1/ (2 * t) * ( (2 * nu - 1) * f_nu(nu-1, t) - np.exp(-t) )\n" ] }, @@ -459,17 +457,20 @@ " return np.where(t <= epsilon, 1 / (2 * nu + 1), v)\n", "\n", "\n", - "def gamma_nu(nu, t, epsilon=1e-10):\n", + "def Fnu_lambda_safe(nu, t, epsilon=1e-10):\n", + " \"\"\"nan safe implementation of F_nu_lambdafied\n", + " \"\"\"\n", " from scipy.special import gammainc, gammaln\n", "\n", - " v = np.exp(np.log(0.5) - (nu + 0.5) * np.log(t) + np.log(gammainc(nu + 0.5, t)) + gammaln(nu + 0.5))\n", + " te = np.maximum(t, epsilon)\n", + " v = np.exp(np.log(0.5) - (nu + 0.5) * np.log(te) + np.log(gammainc(nu + 0.5, te)) + gammaln(nu + 0.5))\n", " return np.where(t <= epsilon, 1 / (2 * nu + 1), v)\n", " \n", "x = np.linspace(0, 15, 30)\n", "\n", "for n in range(10):\n", " y1 = f_nu(n, x)\n", - " y2 = gamma_nu(n, x)\n", + " y2 = Fnu_lambda_safe(n, x)\n", " e = np.abs(y1-y2)\n", " print(f\"nu = {n} max error = {e.max()}\")\n", " plt.stem(x, e)\n", @@ -477,13 +478,6 @@ "plt.show()\n" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The warnings are ok to ignore since we are evaluating the limit as $t \\rightarrow 0$ and otherwise looks ok at least for up to $\\nu = 9$ " - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -917,7 +911,7 @@ "outputs": [ { "data": { - 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", 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", "text/plain": [ "
" ] @@ -989,12 +983,19 @@ "\\end{aligned}\n", "$$\n", "This series will converge as $k \\rightarrow \\infty$ since the denominator terms will grow faster then the numerator. \n", - "In practice the number of terms needed to converge should be expected to be similar to the study above for the convergence of the lower incomplete gamma function in log space.\n" + "In practice the number of terms needed to converge should be expected to be similar to the study above for the convergence of the lower incomplete gamma function in log space.\n", + "\n", + "As a sanity check we can see that the $t=0$ case agrees with evaluation of the integral:\n", + "$$\n", + "\\tag{20}\n", + "F(\\nu, 0) = \\frac{1}{2 \\nu + 1}\n", + "$$\n", + "without resorting to any special casing to avoid a singularity as $t \\rightarrow 0$ that is inherent in Equation 15." ] }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -1003,16 +1004,16 @@ "3.331779296901205e-13" ] }, - "execution_count": 49, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "from pyquante2.utils import Fgamma\n", + "from pyquante2.utils import Fgamma as reference_pyquante\n", "\n", "\n", - "def gammanu(nu, t, num_terms=128):\n", + "def Fnut(nu, t, num_terms=128):\n", " a = nu + 0.5\n", " total = 1 / a\n", " term = 1 / a\n", @@ -1028,7 +1029,14 @@ "nu = 0.0\n", "t = 0.0\n", "\n", - "abs((gammanu(nu, t) - Fgamma(nu, t)) / Fgamma(nu, t))" + "abs((Fnut(nu, t) - reference_pyquante(nu, t)) / reference_pyquante(nu, t))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This absolute error is a little misleading since the special case of $\\nu=t=0$ should be handled correctly by `Fnut`:" ] }, { @@ -1037,46 +1045,61 @@ "metadata": {}, "outputs": [ { - "name": "stderr", + "data": { + "text/plain": [ + "(1.0, 0.9999999999996668)" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Fnut(nu, t), reference_pyquante(nu, t)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", "output_type": "stream", "text": [ - "WARNING:absl:No GPU/TPU found, falling back to CPU. (Set TF_CPP_MIN_LOG_LEVEL=0 and rerun for more info.)\n" + "nu = 0 max error = 3.885780586188048e-15\n", + "nu = 1 max error = 5.551115123125783e-17\n", + "nu = 2 max error = 4.163336342344337e-17\n", + "nu = 3 max error = 3.642919299551295e-17\n", + "nu = 4 max error = 4.85722573273506e-17\n", + "nu = 5 max error = 7.632783294297951e-17\n", + "nu = 6 max error = 5.551115123125783e-17\n", + "nu = 7 max error = 3.469446951953614e-17\n", + "nu = 8 max error = 1.3877787807814457e-17\n", + "nu = 9 max error = 4.163336342344337e-17\n" ] }, { "data": { + "image/png": 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"text/plain": [ - "DeviceArray(2.4170015e-07, dtype=float32)" + "
" ] }, - "execution_count": 18, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "from jax import lax\n", - "import jax.numpy as jnp\n", - "\n", - "def gammanu_jnp(nu, t, num_terms=128):\n", - " def body(_, vals):\n", - " prev_a, prev_term, total = vals\n", - " an = prev_a + 1\n", - " tn = prev_term * t / an\n", - " return an, tn, total + tn\n", - " \n", - " a0 = nu+0.5\n", - " t0 = 1 / a0\n", - " total = jnp.full_like(nu, t0,dtype=jnp.float32)\n", - " init_vals = (a0, t0, total)\n", - " total = lax.fori_loop(0, num_terms, body, init_vals)[-1]\n", - " return jnp.exp(-t) / 2 * total\n", - "\n", - "\n", - "nu = 4\n", - "t = 10.0\n", - "gammanu_jnp(nu, t)\n", - "abs((gammanu_jnp(nu, t) - Fgamma(nu, t) ) / Fgamma(nu, t))" + "x = np.linspace(0, 15, 30)\n", + "\n", + "for n in range(10):\n", + " y1 = Fnut(n, x)\n", + " y2 = Fnu_lambda_safe(n, x)\n", + " e = np.abs(y1-y2)\n", + " print(f\"nu = {n} max error = {e.max()}\")\n", + " plt.stem(x, e)" ] } ],