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eab807b
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Parent(s):
03ec97c
Update network.py
Browse files- network.py +26 -0
network.py
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class LitResnet(LightningModule):
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def __init__(self, num_classes=10, lr=0.05):
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super().__init__()
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import sys
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import torch
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import torch.nn as nn
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import torch.nn.functional as F
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import torch.optim as optim
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from torchvision import datasets, transforms
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import torchvision
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import numpy as np
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from torch_lr_finder import LRFinder
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from torch.optim.lr_scheduler import OneCycleLR
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import torch, torchvision
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from torchvision import transforms
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import numpy as np
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import gradio as gr
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from PIL import Image
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from pytorch_grad_cam import GradCAM
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from pytorch_grad_cam.utils.image import show_cam_on_image
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import gradio as gr
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from pytorch_lightning import LightningModule, Trainer, seed_everything
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from pytorch_lightning.callbacks import LearningRateMonitor
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from pytorch_lightning.callbacks.progress import TQDMProgressBar
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from pytorch_lightning.loggers import CSVLogger
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from pytorch_lightning.loggers import TensorBoardLogger
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from torchmetrics import Accuracy
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from models import custom_resnet
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class LitResnet(LightningModule):
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def __init__(self, num_classes=10, lr=0.05):
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super().__init__()
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