diff --git a/Lukes_folder/MMD_testing.ipynb b/Lukes_folder/MMD_testing.ipynb index 43fbbf6..655516a 100644 --- a/Lukes_folder/MMD_testing.ipynb +++ b/Lukes_folder/MMD_testing.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ @@ -80,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -100,7 +100,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 36, "metadata": {}, "outputs": [ { @@ -120,8 +120,8 @@ "indices = index_sampler.sample((num_samples_umap,))\n", "indices = indices.reshape(num_samples_umap, 1)\n", "\n", - "images = sim.simulate(num_samples_umap, indices)\n", - "print(images.shape)" + "sim_images = sim.simulate(num_samples_umap, indices)\n", + "print(sim_images.shape)" ] }, { @@ -133,64 +133,1117 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ - "batches = torch.split(images, split_size_or_sections=batch_size_latent,dim=0)\n", - "latent_space_samples = torch.zeros((batch_size_latent, 256, len(batches)))\n", + "batches = torch.split(sim_images, split_size_or_sections=batch_size_latent,dim=0)\n", + "sim_latent_samples = torch.zeros((batch_size_latent, 256, len(batches)))\n", "with torch.no_grad():\n", " for i in range(len(batches)):\n", " samples = estimator.embedding(batches[i].cuda(non_blocking=True)).cpu()\n", - " latent_space_samples[:,:, i]= samples\n", + " sim_latent_samples[:,:, i]= samples\n", "\n", "# NOTE: order of the reshaping is important! Next line is necessary\n", - "latent_space_samples = latent_space_samples.swapaxes(1,2)\n", - "latent_space_samples = torch.reshape(latent_space_samples, (10000, 256))" + "sim_latent_samples = sim_latent_samples.swapaxes(1,2)\n", + "sim_latent_samples = torch.reshape(sim_latent_samples, (10000, 256))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Compute UMAP embedding of latent space samples" + "# Create data for testing\n", + "In this case, image params test has some differing parameters as the training data, no randomly sampled parameters other than the quaternions\n", + "Alternatively: use all simulations from one particular conformation" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "torch.Size([10000, 256])\n" + "tensor([[1.3120e+00],\n", + " [1.9294e+00],\n", + " [2.1588e-01],\n", + " [2.3252e-01],\n", + " [7.6066e-01],\n", + " [7.6559e-01],\n", 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[6.2751e-02],\n", + " [9.4642e-01],\n", + " [4.2930e-01],\n", + " [1.0103e+00]], device='cuda:0')\n" + ] + } + ], + "source": [ + "num_test_sim = 1000\n", + "\n", + "#sim_test = CryoEmSimulator(\"image_params_test.json\", device=\"cuda\")\n", + "\n", + "# set images to try out\n", + "#obs_images = sim_test.simulate(1000)\n", + "\n", + "# alternate simulation paradigm\n", + "sim_test = CryoEmSimulator(\"Lars_hsp90/image_params_train.json\", device=\"cuda\")\n", + "index_sampler = zuko.distributions.BoxUniform(\n", + " lower=torch.tensor([0], dtype=torch.float32, device=device),\n", + " upper=torch.tensor([2], dtype=torch.float32, device=device))\n", + "indices = index_sampler.sample((num_test_sim,))\n", + "indices = indices.reshape(num_test_sim, 1)\n", + "obs_images = sim_test.simulate(1000, indices)\n", + "\n", + "# transformation to latent space\n", + "batches = torch.split(obs_images, split_size_or_sections=batch_size_latent,dim=0)\n", + "obs_latent_samples = torch.zeros((batch_size_latent, 256, len(batches)))\n", + "with torch.no_grad():\n", + " for i in range(len(batches)):\n", + " samples = estimator.embedding(batches[i].cuda(non_blocking=True)).cpu()\n", + " obs_latent_samples[:,:, i]= samples\n", + "\n", + "# NOTE: order of the reshaping is important! Next line is necessary\n", + "obs_latent_samples = obs_latent_samples.swapaxes(1,2)\n", + "obs_latent_samples = torch.reshape(obs_latent_samples, (num_test_sim, 256))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Compute UMAP embedding of latent space samples and observed samples" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "torch.Size([11000, 256])\n" ] } ], "source": [ "reducer = umap.UMAP(metric=\"euclidean\", n_components=2, n_neighbors=50)\n", - "print(latent_space_samples.shape)\n", + "combined_samples = torch.cat((sim_latent_samples,obs_latent_samples))\n", + "print(combined_samples.shape)\n", + "\n", "# NOTE: make sure shape is correct for problem, gets two very different outputs!!!\n", - "embedding = reducer.fit_transform(latent_space_samples.numpy())" + "embedding = reducer.fit_transform(combined_samples.numpy())" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "(10000, 2)\n" + "(11000, 2)\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -200,56 +1253,36 @@ } ], "source": [ - "plt.scatter(embedding[:,0], embedding[:, 1], s=0.2)\n", + "plt.scatter(embedding[:num_samples_umap,0], embedding[:num_samples_umap, 1], s=0.2)\n", + "plt.scatter(embedding[num_samples_umap:,0], embedding[num_samples_umap:, 1], s=1.0)\n", + "plt.legend([\"simulated\", \"test\"])\n", "print(embedding.shape)" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Create data for testing" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "ename": "UnboundLocalError", - "evalue": "local variable 'sigma' referenced before assignment", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mUnboundLocalError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn [10], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m num_test_sim \u001b[39m=\u001b[39m \u001b[39m1000\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sim_test \u001b[39m=\u001b[39m CryoEmSimulator(\u001b[39m\"\u001b[39m\u001b[39mimage_params_test.json\u001b[39m\u001b[39m\"\u001b[39m, device\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mcuda\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[1;32m 4\u001b[0m \u001b[39m# set images to try out\u001b[39;00m\n\u001b[1;32m 5\u001b[0m images \u001b[39m=\u001b[39m sim\u001b[39m.\u001b[39msimulate(\u001b[39m1000\u001b[39m)\n", - "File \u001b[0;32m/mnt/ceph/users/levans/cryo_em_SBI/src/cryo_sbi/wpa_simulator/cryo_em_simulator.py:47\u001b[0m, in \u001b[0;36mCryoEmSimulator.__init__\u001b[0;34m(self, config_fname, device)\u001b[0m\n\u001b[1;32m 45\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_load_params(config_fname)\n\u001b[1;32m 46\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_load_models()\n\u001b[0;32m---> 47\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_priors \u001b[39m=\u001b[39m get_image_priors(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mmax_index, \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_config, device\u001b[39m=\u001b[39;49mdevice)\n\u001b[1;32m 48\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_num_pixels \u001b[39m=\u001b[39m torch\u001b[39m.\u001b[39mtensor(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_config[\u001b[39m\"\u001b[39m\u001b[39mN_PIXELS\u001b[39m\u001b[39m\"\u001b[39m], dtype\u001b[39m=\u001b[39mtorch\u001b[39m.\u001b[39mfloat32, device\u001b[39m=\u001b[39mdevice)\n\u001b[1;32m 49\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_pixel_size \u001b[39m=\u001b[39m torch\u001b[39m.\u001b[39mtensor(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_config[\u001b[39m\"\u001b[39m\u001b[39mPIXEL_SIZE\u001b[39m\u001b[39m\"\u001b[39m], dtype\u001b[39m=\u001b[39mtorch\u001b[39m.\u001b[39mfloat32, device\u001b[39m=\u001b[39mdevice)\n", - "File \u001b[0;32m/mnt/ceph/users/levans/cryo_em_SBI/src/cryo_sbi/inference/priors.py:107\u001b[0m, in \u001b[0;36mget_image_priors\u001b[0;34m(max_index, image_config, device)\u001b[0m\n\u001b[1;32m 104\u001b[0m test_quat \u001b[39m=\u001b[39m image_config[\u001b[39m\"\u001b[39m\u001b[39mROTATIONS\u001b[39m\u001b[39m\"\u001b[39m]\n\u001b[1;32m 105\u001b[0m quaternion_prior \u001b[39m=\u001b[39m QuaternionTestPrior(test_quat, device)\n\u001b[0;32m--> 107\u001b[0m \u001b[39mreturn\u001b[39;00m ImagePrior(index_prior, quaternion_prior, sigma, shift, defocus, b_factor, snr, amp, device\u001b[39m=\u001b[39mdevice)\n", - "\u001b[0;31mUnboundLocalError\u001b[0m: local variable 'sigma' referenced before assignment" - ] - } - ], - "source": [ - "num_test_sim = 1000\n", - "sim_test = CryoEmSimulator(\"image_params_test.json\", device=\"cuda\")\n", - "\n", - "# set images to try out\n", - "images = sim.simulate(1000)\n" - ] - }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ - "#def max_mean_discrep(X, Y, bandwidth=None):\n", - "#Xdists = torch.cdists(X, X)**2\n", - "#Ydists = torch.cdists(Y, Y)**2\n", - "#XYdists = torch.cdists(X, Y)**2\n", - "sim_dists = torch.cdist(latent_space_samples, latent_space_samples)**2\n", - "print(sim_dists.shape)" + "def max_mean_discrep_gaussian(X, Y, bandwidth=None):\n", + " \n", + " # Compute all pairwise distances \n", + " Xdists = torch.cdist(X, X)**2\n", + " Ydists = torch.cdist(Y, Y)**2\n", + " XYdists = torch.cdist(X, Y)**2\n", + "\n", + " # Use heuristic for bandwidth if none provided\n", + " if bandwidth == None:\n", + " bandwidth = torch.sqrt(torch.median(Xdists)*2)\n", + "\n", + " # Compute all kernel sums\n", + " Xterm = (1/Xdists.shape[0])*torch.sum(torch.exp(-Xdists/bandwidth**2))\n", + " Yterm = (1/Ydists.shape[0])*torch.sum(torch.exp(-Ydists/bandwidth**2))\n", + " XYterm = (1/(XYdists.shape[0]*XYdists.shape[1]))*torch.sum(torch.exp(-XYdists/bandwidth**2))\n", + " return Xterm + Yterm - 2*XYterm\n", + "\n", + "mmd = max_mean_discrep_gaussian(sim_latent_samples, obs_latent_samples)" ] } ], diff --git a/Lukes_folder/image_params_test.json b/Lukes_folder/image_params_test.json index 97c87f0..e3ce6d9 100644 --- a/Lukes_folder/image_params_test.json +++ b/Lukes_folder/image_params_test.json @@ -1,13 +1,13 @@ { "N_PIXELS": 128, "PIXEL_SIZE": 1.5, - "SIGMA": 4.0, + "SIGMA": [0.5, 0.5], "MODEL_FILE": "../data/protein_models/hsp90_models.npy", "SHIFT": 30, - "DEFOCUS": 1.5, - "SNR": 0.01, + "DEFOCUS": [1.5, 1.5], + "SNR": [0.01, 0.01], "RADIUS_MASK": 64, - "AMP": 0.1, - "B_FACTOR": 1.0, + "AMP": 0.8, + "B_FACTOR": [100.0, 100.0], "ELECWAVE": 0.019866 } diff --git a/notebooks/model_missmatch_old.ipynb b/notebooks/model_missmatch_old.ipynb index b4e02a6..f26c19c 100644 --- a/notebooks/model_missmatch_old.ipynb +++ b/notebooks/model_missmatch_old.ipynb @@ -1161,7 +1161,7 @@ ], "metadata": { "kernelspec": { - "display_name": "cryo_sbi", + "display_name": "Python 3.6.8 64-bit", "language": "python", "name": "python3" }, @@ -1175,11 +1175,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.0 (default, Mar 3 2022, 09:58:08) [GCC 7.5.0]" + "version": "3.6.8" }, "vscode": { "interpreter": { - "hash": "1391d301e9aa4dc24331c4a52095d8473e5107d84c03241f78234deb9fd2437e" + "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" } }, "widgets": { diff --git a/src/cryo_sbi/inference/priors.py b/src/cryo_sbi/inference/priors.py index a2eeb3c..f5cdcb6 100644 --- a/src/cryo_sbi/inference/priors.py +++ b/src/cryo_sbi/inference/priors.py @@ -43,8 +43,6 @@ def get_image_priors( [[image_config["SIGMA"][1]]], dtype=torch.float32, device=device ) sigma = zuko.distributions.BoxUniform(lower=lower, upper=upper, ndims=1) - else: - sigma = image_config["SIGMA"] shift = zuko.distributions.BoxUniform( lower=torch.tensor( @@ -69,8 +67,6 @@ def get_image_priors( [[image_config["DEFOCUS"][1]]], dtype=torch.float32, device=device ) defocus = zuko.distributions.BoxUniform(lower=lower, upper=upper, ndims=1) - else: - defocus = image_config["DEFOCUS"] if ( isinstance(image_config["B_FACTOR"], list) @@ -83,8 +79,6 @@ def get_image_priors( [[image_config["B_FACTOR"][1]]], dtype=torch.float32, device=device ) b_factor = zuko.distributions.BoxUniform(lower=lower, upper=upper, ndims=1) - else: - b_factor = image_config["B_FACTOR"] if isinstance(image_config["SNR"], list) and len(image_config["SNR"]) == 2: lower = torch.tensor( @@ -94,8 +88,6 @@ def get_image_priors( [[image_config["SNR"][1]]], dtype=torch.float32, device=device ).log10() snr = zuko.distributions.BoxUniform(lower=lower, upper=upper, ndims=1) - else: - snr = image_config["SNR"] amp = zuko.distributions.BoxUniform( lower=torch.tensor([[image_config["AMP"]]], dtype=torch.float32, device=device),