{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Time series generative model\n", "\n", "This experiment follows the Section 4.1 of [Deep Signature Transforms](https://arxiv.org/pdf/1905.08494.pdf) paper." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import equinox as eqx\n", "import jax\n", "import matplotlib.pyplot as plt\n", "import optax # https://github.com/deepmind/optax\n", "from nets import create_generative_net\n", "from utils.dataloader import DataLoader\n", "from utils.signature_normalization import normalize_signature\n", "from jax import numpy as jnp\n", "from jax import random as jrandom\n", "from signax.module import SignatureTransform\n", "from utils.brownian_motion import get_bm_noise\n", "from utils.ornstein_uhlenbeck import get_ou_signal" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Parameter setup" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "random_seed = 1234\n", "random_key = jrandom.PRNGKey(random_seed)\n", "\n", "train_batch_size = 2**10\n", "val_batch_size = 2**10\n", "epochs = 300\n", "n_points = 100\n", "\n", "train_key, eval_key, signal_key, model_key = jrandom.split(random_key, 4)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Create data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "train_dataset = get_bm_noise(\n", " n_points=n_points, num_samples=train_batch_size, random_key=train_key\n", ")\n", "eval_dataset = get_bm_noise(\n", " n_points=n_points, num_samples=val_batch_size, random_key=eval_key\n", ")\n", "signals = get_ou_signal(signal_key, train_batch_size, n_points)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Plot Ornstein-Uhlenbeck data" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for sig_path in signals[:100]:\n", " plt.plot(*sig_path, \"orange\", alpha=0.1)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Create model" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "signature_depth = 4\n", "model = create_generative_net(2, key=model_key)\n", "\n", "optim = optax.chain(\n", " optax.clip_by_global_norm(1.0),\n", " optax.adam(learning_rate=1e-1),\n", ")\n", "opt_state = optim.init(eqx.filter(model, eqx.is_array))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "@eqx.filter_jit\n", "def batch_normalize(batch_generator, batch_data):\n", " \"\"\"Normalize signature from generated data\"\"\"\n", " return jax.vmap(\n", " lambda _batch: normalize_signature(\n", " batch_generator(_batch),\n", " signature_depth,\n", " )\n", " )(batch_data)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "signature_transform = SignatureTransform(signature_depth)\n", "normalized_signal_sigs = batch_normalize(\n", " signature_transform, signals.transpose(0, 2, 1)\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "@eqx.filter_jit\n", "def predict(model_to_predict, path):\n", " path = model_to_predict(path).squeeze()\n", " timeline = jnp.linspace(0, 1, path.shape[0] + 1)\n", " path = jnp.stack([timeline, jnp.concatenate([jnp.array([0]), path])])\n", " path = path.transpose((1, 0))\n", " sig = signature_transform(path)\n", "\n", " return sig" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def kernel(sigs1, sigs2):\n", " \"\"\"Kernel function between two signatures.\n", " This will be used in computing maximum mean discrepancy (MMD)\n", " \"\"\"\n", " return jnp.mean(jnp.matmul(sigs1, sigs2.transpose()))\n", "\n", "\n", "t1 = kernel(normalized_signal_sigs, normalized_signal_sigs)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [], "source": [ "@eqx.filter_value_and_grad\n", "def loss(model_to_train, paths):\n", " generated_sigs = batch_normalize(\n", " lambda path: predict(model_to_train, path),\n", " paths,\n", " )\n", "\n", " t2 = kernel(normalized_signal_sigs, generated_sigs)\n", " t3 = kernel(generated_sigs, generated_sigs)\n", "\n", " return jnp.log(t1 - 2 * t2 + t3)\n", "\n", "\n", "@eqx.filter_jit\n", "def make_step(model_to_train, paths, optimizer_state):\n", " loss_item, grads = loss(model_to_train, paths)\n", " updates, optimizer_state = optim.update(grads, optimizer_state)\n", " model_to_train = eqx.apply_updates(model_to_train, updates)\n", " return loss_item, model_to_train, optimizer_state" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Performing optimization" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "step=0 \t loss=0.49411994218826294\n", "step=100 \t loss=-4.174398899078369\n", "step=200 \t loss=-3.751446485519409\n" ] } ], "source": [ "for step in range(epochs):\n", " train_dataloader = DataLoader(\n", " train_dataset.transpose(0, 2, 1),\n", " batch_size=train_batch_size,\n", " random_key=train_key,\n", " )\n", " for train_datum in train_dataloader:\n", " loss_val, model, opt_state = make_step(\n", " model,\n", " train_datum,\n", " opt_state,\n", " )\n", " if step % 100 == 0:\n", " print(f\"step={step} \\t loss={loss_val}\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Visualize between data and generated samples" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_predicted = jax.vmap(lambda datum: model(datum))(\n", " eval_dataset.transpose(0, 2, 1)\n", ").transpose(0, 2, 1)\n", "\n", "plt.plot(eval_predicted[50:100, 0].T, \"b\", alpha=0.1)\n", "plt.plot(signals[50:100, 1, 1:].T, \"#ba0404\", alpha=0.2);" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.9.7 ('base')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "f7d1fba74dfd24f4e28e69f7ae18d3d17d4ecc25efd86b65572743c77fabf4a5" } } }, "nbformat": 4, "nbformat_minor": 2 }