convert checkpoints

RGB_16x.json

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+{
+    "batch_size": 64,
+    "num_workers": 12,
+    "grad_accum_steps": 1,
+    "plot_update": 128,
+    "patience": 64,
+    "min_lr": 1e-07,
+    "max_lr": 3e-05,
+    "warmup_steps": 50000,
+    "weight_decay": 0.0,
+    "epochs": 150,
+    "\u03c6": 0.0,
+    "channels": 3,
+    "J": 3,
+    "Ne": null,
+    "Nd": 768,
+    "latent_dim": 12,
+    "latent_bits": 8,
+    "lightweight_encode": true
+}

RGB_16x.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d949575e21fa5a1f34622436e09e507e97b2d90328354b86a56b54fd9e64275a
+size 227567760

RGB_4x.json

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+{
+    "batch_size": 64,
+    "num_workers": 12,
+    "grad_accum_steps": 1,
+    "plot_update": 128,
+    "patience": 64,
+    "min_lr": 1e-07,
+    "max_lr": 3e-05,
+    "warmup_steps": 50000,
+    "weight_decay": 0.0,
+    "epochs": 150,
+    "\u03c6": 0.0,
+    "channels": 3,
+    "J": 3,
+    "Ne": null,
+    "Nd": 768,
+    "latent_dim": 48,
+    "latent_bits": 8,
+    "lightweight_encode": true
+}

RGB_4x.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d7088d00bf3bf12f04d8e9a840fd324485d58ce0f6938d7f112773f80119beea
+size 228587594

convert_checkpoint.ipynb

@@ -0,0 +1,103 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "acb05338-490d-44c8-9923-7fb70d3465a2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "import json\n",
+    "class Config:pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "7dcd2d48-0ad7-4cde-99f7-d8c719026a85",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "walloc_20x = torch.load(\"Stereo_Li_27c_test2.pth\",map_location='cpu', weights_only=False)\n",
+    "config = walloc_20x['config']\n",
+    "with open('stereo_20x.json', 'w') as f:\n",
+    "    json.dump(config.__dict__, f, indent=4)\n",
+    "del walloc_20x['config']\n",
+    "torch.save(walloc_20x, 'stereo_20x.pth')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "0b5ddce5-8f83-484b-9a86-b6e3b799904c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "walloc_5x = torch.load(\"Stereo_Li_108c_test2.pth\",map_location='cpu', weights_only=False)\n",
+    "config = walloc_5x['config']\n",
+    "with open('stereo_5x.json', 'w') as f:\n",
+    "    json.dump(config.__dict__, f, indent=4)\n",
+    "del walloc_5x['config']\n",
+    "torch.save(walloc_20x, 'stereo_5x.pth')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "0de59093-db74-4b08-ac45-f1b832529dcb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "walloc_16x = torch.load(\"RGB_Li_12c_J3_nf8_v1.0.2.pth\",map_location='cpu', weights_only=False)\n",
+    "config = walloc_16x['config']\n",
+    "with open('RGB_16x.json', 'w') as f:\n",
+    "    json.dump(config.__dict__, f, indent=4)\n",
+    "del walloc_16x['config']\n",
+    "del walloc_16x['i_epoch']\n",
+    "del walloc_16x['learning_rates']\n",
+    "del walloc_16x['dist_losses']\n",
+    "torch.save(walloc_16x, 'RGB_16x.pth')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "235117df-ddf4-4f72-a5a8-8395412f8eff",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "walloc_4x = torch.load(\"RGB_Li_48c_J3_nf8_v1.0.2.pth\",map_location='cpu', weights_only=False)\n",
+    "config = walloc_4x['config']\n",
+    "with open('RGB_4x.json', 'w') as f:\n",
+    "    json.dump(config.__dict__, f, indent=4)\n",
+    "del walloc_4x['config']\n",
+    "del walloc_4x['i_epoch']\n",
+    "del walloc_4x['learning_rates']\n",
+    "del walloc_4x['dist_losses']\n",
+    "torch.save(walloc_4x, 'RGB_4x.pth')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

stereo_20x.json

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+{
+    "batch_size": 32,
+    "num_workers": 24,
+    "grad_accum_steps": 1,
+    "plot_update": 64,
+    "patience": 64,
+    "min_lr": 1e-07,
+    "max_lr": 3e-05,
+    "warmup_steps": 5000,
+    "weight_decay": 0.0,
+    "epochs": 30,
+    "epoch_len": 10000,
+    "\u03c6": 0.0,
+    "audio_length": 524288,
+    "channels": 2,
+    "J": 8,
+    "Ne": null,
+    "Nd": 768,
+    "latent_dim": 27,
+    "latent_bits": 8,
+    "lightweight_encode": true,
+    "post_filter": true
+}

stereo_20x.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:43708403f8ed1c0d9d4aa1423b258fccda2e25506f84804bb82571c9e463fd6a
+size 60821346

stereo_5x.json

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+{
+    "batch_size": 32,
+    "num_workers": 24,
+    "grad_accum_steps": 1,
+    "plot_update": 64,
+    "patience": 64,
+    "min_lr": 1e-07,
+    "max_lr": 3e-05,
+    "warmup_steps": 5000,
+    "weight_decay": 0.0,
+    "epochs": 30,
+    "epoch_len": 10000,
+    "\u03c6": 0.0,
+    "audio_length": 524288,
+    "channels": 2,
+    "J": 8,
+    "Ne": null,
+    "Nd": 768,
+    "latent_dim": 108,
+    "latent_bits": 8,
+    "lightweight_encode": true,
+    "post_filter": true
+}

stereo_5x.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:56057a2cf5b6628c3fae2834ada81dea0d64c9b6e0d1377fc07f1d96730f1299
+size 60821257