sanjanatule commited on
Commit
eab807b
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1 Parent(s): 03ec97c

Update network.py

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  1. network.py +26 -0
network.py CHANGED
@@ -1,3 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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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__()