{ "cells": [ { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "\n", "def conv2x(in_c, out_c):\n", " conv = nn.Sequential(\n", " nn.Conv2d(in_c, out_c, kernel_size=3, padding=1),\n", " nn.BatchNorm2d(out_c),\n", " nn.ReLU(inplace=True),\n", " nn.Conv2d(out_c, out_c, kernel_size=3, padding=1),\n", " nn.BatchNorm2d(out_c),\n", " nn.ReLU(inplace=True)\n", " )\n", " return conv\n", "\n", "class UNet2DQuantized(nn.Module):\n", " def __init__(self):\n", " super(UNet2DQuantized, self).__init__()\n", "\n", " self.quant = torch.ao.quantization.QuantStub()\n", " self.dequant = torch.ao.quantization.DeQuantStub()\n", " self.FF = torch.ao.nn.quantized.FloatFunctional()\n", "\n", " self.upsample = nn.Upsample(scale_factor=2, mode='bilinear', align_corners=False)\n", " self.pool = nn.MaxPool2d(kernel_size=2, stride=2)\n", "\n", " self.conv2x_0 = conv2x(3, 16)\n", " self.conv2x_1 = conv2x(16, 32)\n", " self.conv2x_2 = conv2x(32, 64)\n", " self.conv2x_3 = conv2x(64, 128)\n", "\n", " self.conv2x_4 = conv2x(64 + 128, 64)\n", " self.conv2x_5 = conv2x(32 + 64, 32)\n", " self.conv2x_6 = conv2x(16 + 32, 16)\n", " \n", " self.out = nn.Conv2d(in_channels=16, out_channels=1, kernel_size=1)\n", "\n", " def forward(self, volume):\n", " volume = self.quant(volume)\n", "\n", " e0 = self.conv2x_0(volume)\n", " e1 = self.pool(e0)\n", " e2 = self.conv2x_1(e1)\n", " e3 = self.pool(e2)\n", " e4 = self.conv2x_2(e3)\n", " e5 = self.pool(e4)\n", " e6 = self.conv2x_3(e5)\n", "\n", " d0 = self.upsample(e6)\n", " d0 = self.FF.cat((d0, e4), dim=1)\n", " d0 = self.conv2x_4(d0)\n", "\n", " d1 = self.upsample(d0)\n", " d1 = self.FF.cat((d1, e2), dim=1)\n", " d1 = self.conv2x_5(d1)\n", "\n", " d2 = self.upsample(d1)\n", " d2 = self.FF.cat((d2, e0), dim=1)\n", " d2 = self.conv2x_6(d2)\n", "\n", " out = self.out(d2)\n", "\n", " out = self.FF.add(out, volume[:, 1:2, :, :])\n", "\n", " out = self.dequant(out)\n", "\n", " return out" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "OrderedDict([('conv2x_0.0.weight', tensor([[[[ 5.5973e-03, 2.5460e-03, 2.4540e-03],\n", " [ 4.6657e-03, 6.1732e-03, 2.5301e-03],\n", " [ 2.2725e-03, 2.1213e-03, 2.7480e-03]],\n", "\n", " [[ 4.0184e-02, 6.6915e-02, 3.3522e-02],\n", " [ 3.5423e-02, -1.7642e-01, 4.5986e-03],\n", " [-8.1631e-03, 9.9451e-03, -1.0727e-02]],\n", "\n", " [[ 2.7192e-03, -2.7097e-03, 7.7894e-04],\n", " [ 7.9399e-03, 2.2996e-03, 2.6248e-04],\n", " [-1.2144e-04, 1.3697e-03, -8.9733e-04]]],\n", "\n", "\n", " [[[-9.1647e-03, -2.1861e-02, -1.9560e-02],\n", " [-1.0939e-02, -2.4553e-02, -2.8633e-02],\n", " [ 1.9839e-02, 2.3873e-03, 2.3992e-03]],\n", "\n", " [[-2.5004e-03, 2.0886e-02, -1.1970e-01],\n", " [ 2.2750e-02, 2.1430e-02, 2.3191e-02],\n", " [ 4.0559e-02, 2.4697e-02, 5.7554e-02]],\n", "\n", " [[-3.2292e-02, -4.2249e-02, -3.9048e-02],\n", " [-2.7609e-02, -3.9026e-02, -4.8245e-02],\n", " [-8.1533e-03, -1.8887e-02, -2.8725e-02]]],\n", "\n", "\n", " [[[-1.6167e-03, 7.9762e-03, 4.4232e-03],\n", " [ 3.1338e-03, 2.4238e-03, 3.7471e-03],\n", " [ 7.6092e-04, 3.4585e-04, -3.0065e-03]],\n", "\n", " [[ 7.3361e-03, 5.5297e-03, 2.7559e-03],\n", " [ 1.5885e-02, -7.3851e-02, -4.1211e-02],\n", " [ 1.9078e-02, -4.7317e-02, 1.7672e-01]],\n", "\n", " [[-3.0990e-04, 3.1574e-03, 1.0505e-03],\n", " [ 3.9346e-04, -9.3379e-04, 5.1460e-03],\n", " [ 1.3618e-03, -8.9196e-04, -4.4031e-03]]],\n", "\n", "\n", " [[[ 1.8890e-03, -4.8230e-03, -9.0159e-03],\n", " [ 3.1939e-03, -8.7667e-03, -1.1712e-02],\n", " [ 7.8551e-04, 2.5984e-03, 4.5965e-03]],\n", "\n", " [[ 2.1095e-02, 2.0986e-02, -2.9814e-02],\n", " [ 2.0134e-02, -4.0230e-02, -9.4583e-02],\n", " [ 1.0820e-02, 4.8726e-02, -8.0339e-02]],\n", "\n", " [[-6.4143e-03, -1.4089e-02, -1.3059e-02],\n", " [-3.6410e-03, -1.8455e-02, -1.9508e-02],\n", " [-1.5446e-03, 1.8495e-03, -1.3307e-03]]],\n", "\n", "\n", " [[[-5.1050e-03, 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[[-2.3583e-03, -8.7946e-03, -2.9426e-02],\n", " [-1.0155e-02, -5.5728e-02, -1.8271e-03],\n", " [ 2.1067e-02, -3.2152e-02, 5.1436e-02]],\n", "\n", " [[ 3.6480e-02, 3.5534e-02, -5.0864e-04],\n", " [-9.0929e-03, 3.5296e-02, 7.0611e-03],\n", " [-1.3859e-02, 3.1735e-02, 1.5570e-03]]],\n", "\n", "\n", " [[[ 3.3353e-02, -5.0498e-02, -1.6906e-02],\n", " [-9.3508e-03, -5.0721e-02, -2.5311e-02],\n", " [ 4.8956e-03, 1.3529e-02, 3.7274e-02]],\n", "\n", " [[ 2.1239e-02, -2.2136e-02, -6.6901e-03],\n", " [ 5.2878e-02, 3.4664e-02, -2.1863e-02],\n", " [-1.5605e-02, 1.4956e-02, -1.0934e-02]],\n", "\n", " [[ 6.2367e-02, 4.3637e-02, 1.1829e-02],\n", " [ 7.8504e-02, 4.3029e-02, 7.1821e-02],\n", " [ 6.7083e-02, 2.7011e-02, 3.8243e-02]],\n", "\n", " ...,\n", "\n", " [[ 1.9083e-02, -2.8107e-02, -1.4834e-02],\n", " [-2.2406e-02, -9.6688e-03, 1.6205e-02],\n", " [-2.4864e-02, 1.8742e-02, -2.6664e-02]],\n", "\n", " [[ 1.1739e-02, 5.2299e-02, 6.0708e-03],\n", " [ 5.6233e-02, 5.1048e-02, 4.1146e-02],\n", " [ 8.6129e-03, -1.3110e-02, -4.5676e-03]],\n", "\n", " [[ 1.1538e-02, -2.5964e-03, -1.5228e-02],\n", " [ 4.8578e-02, 2.0756e-03, -2.1605e-02],\n", " [-1.8736e-03, 1.8356e-02, 2.1733e-02]]]])), ('conv2x_6.3.bias', tensor([-0.0008, 0.0080, -0.0109, 0.0060, 0.0141, 0.0005, 0.0227, 0.0102,\n", " -0.0047, -0.0005, 0.0029, -0.0033, 0.0019, -0.0120, -0.0252, -0.0080])), ('conv2x_6.4.weight', tensor([0.9966, 0.9293, 0.7417, 0.9414, 0.8774, 0.8898, 0.8504, 0.9351, 0.9657,\n", " 0.9725, 0.9743, 0.9859, 0.9315, 0.7259, 0.8650, 0.9755])), ('conv2x_6.4.bias', tensor([ 0.0611, -0.1082, -0.2085, -0.0087, -0.1278, -0.1037, -0.1331, -0.0453,\n", " 0.0291, -0.0210, -0.0420, 0.0221, -0.0068, -0.2253, -0.1153, 0.0293])), ('conv2x_6.4.running_mean', tensor([ 0.1576, 0.3384, -0.1384, 0.2716, -0.1921, 0.4151, -0.2692, -0.3610,\n", " 0.0433, 0.4505, -0.1311, -0.2308, -0.3655, -0.1038, -0.2957, 0.3535])), ('conv2x_6.4.running_var', tensor([1.3445, 0.2016, 0.3164, 1.0756, 0.3329, 0.1300, 0.2793, 0.5322, 0.6302,\n", " 0.5114, 0.4206, 0.7121, 0.6211, 0.2304, 0.2863, 1.4972])), ('conv2x_6.4.num_batches_tracked', tensor(1321)), ('out.weight', tensor([[[[ 0.0398]],\n", "\n", " [[-0.0096]],\n", "\n", " [[ 0.0003]],\n", "\n", " [[ 0.0093]],\n", "\n", " [[ 0.0005]],\n", "\n", " [[-0.0056]],\n", "\n", " [[ 0.0010]],\n", "\n", " [[ 0.0085]],\n", "\n", " [[ 0.0178]],\n", "\n", " [[-0.0259]],\n", "\n", " [[ 0.0243]],\n", "\n", " [[ 0.0218]],\n", "\n", " [[ 0.0023]],\n", "\n", " [[ 0.0010]],\n", "\n", " [[ 0.0007]],\n", "\n", " [[ 0.0332]]]])), ('out.bias', tensor([0.0003]))])\n", "Model Weights:\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/ekd/ekd_research/pet_reconstruction/fpga/python/.venv/lib/python3.10/site-packages/torch/ao/quantization/observer.py:229: UserWarning: Please use quant_min and quant_max to specify the range for observers. reduce_range will be deprecated in a future release of PyTorch.\n", " warnings.warn(\n", "/home/ekd/ekd_research/pet_reconstruction/fpga/python/.venv/lib/python3.10/site-packages/torch/ao/quantization/observer.py:1315: UserWarning: must run observer before calling calculate_qparams. Returning default scale and zero point \n", " warnings.warn(\n" ] } ], "source": [ "import torch\n", "import torch.nn as nn\n", "import torchvision.models as models\n", "\n", "quantized_model = UNet2DQuantized().cpu()\n", "\n", "quantized_model.load_state_dict(torch.load('/home/ekd/ekd_research/pet_reconstruction/python/weights/60.pth', weights_only=True))\n", "print(quantized_model.state_dict())\n", "quantized_model.eval()\n", "\n", "for conv_block in [quantized_model.conv2x_0, quantized_model.conv2x_1, quantized_model.conv2x_2,\n", " quantized_model.conv2x_3, quantized_model.conv2x_4, quantized_model.conv2x_5,\n", " quantized_model.conv2x_6]:\n", " torch.ao.quantization.fuse_modules(conv_block,[['0', '1', '2'], ['3', '4', '5']], inplace=True)\n", "\n", "quantized_model.qconfig = torch.ao.quantization.get_default_qconfig('x86')\n", "quantized_model_prepared = torch.ao.quantization.prepare(quantized_model, inplace=True)\n", "\n", "model_int8 = torch.ao.quantization.convert(quantized_model_prepared, inplace=True)\n", "# print(model_int8.state_dict())\n", "# Iterate through the layers and print the weights\n", "print(\"Model Weights:\\n\")\n", "for name, param in model_int8.named_parameters():\n", " if param.requires_grad: # Print only learnable parameters\n", " print(f\"Layer: {name}\")\n", " print(f\"Weights:\\n{param.data}\\n\")\n", " print(f\"Shape: {param.shape}\\n\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[[0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0. 0. 0. 0. 0. 0.\n", " 0.00058038 0.00116077 0.00174115 0.00232153 0.0034823 0.00522345\n", " 0.00928613 0.01799187 0.03656413 0.07428903 0.12884504 0.1677307\n", " 0.17063262 0.14103308 0.11085316 0.11143355 0.13174695 0.15206036\n", " 0.16540917 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