Commit add2f183 authored by pvskand's avatar pvskand
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adding avg pool to resnet50

parent 6a74b9d4
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+2 −2
Original line number Diff line number Diff line
@@ -9,7 +9,7 @@ https://arxiv.org/abs/1512.03385
import tensorflow as tf
import deepchem as dc
from deepchem.models import Sequential
from deepchem.models.tensorgraph.layers import Conv2D, MaxPool2D, Conv2DTranspose, Concat, Feature, Label, BatchNorm
from deepchem.models.tensorgraph.layers import Conv2D, MaxPool2D, AvgPool2D, Conv2DTranspose, Concat, Feature, Label, BatchNorm
from deepchem.models.tensorgraph.layers import SoftMaxCrossEntropy, ReduceMean, SoftMax, ReLU, Add, Flatten, Dense
from deepchem.models import TensorGraph

@@ -152,7 +152,7 @@ class ResNet50(TensorGraph):
    id4 = self.identity_block(cb4, 3, [512, 512, 2048])
    id4 = self.identity_block(id4, 3, [512, 512, 2048])

    pool2 = MaxPool2D(ksize=[1, 7, 7, 1], in_layers=[id4])
    pool2 = AvgPool2D(ksize=[1, 7, 7, 1], in_layers=[id4])

    flatten = Flatten(in_layers=[pool2])
    dense = Dense(classes, in_layers=[flatten])