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name: "ResNet-18" | |
layer { | |
name: "resnet_18" | |
type: "Data" | |
top: "data" | |
top: "label" | |
include { | |
phase: TRAIN | |
} | |
transform_param { |
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name: "ResNet-18" | |
input: "data" | |
input_dim: 1 | |
input_dim: 3 | |
input_dim: 224 | |
input_dim: 224 | |
layer { | |
bottom: "data" | |
top: "conv1" |
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name: "ResNet-18" | |
layer { | |
name: "data" | |
type: "Data" | |
top: "data" | |
top: "label" | |
include { | |
phase: TRAIN | |
} |
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name: "ResNet-18" | |
layer { | |
name: "data" | |
type: "Data" | |
top: "data" | |
top: "label" | |
include { | |
phase: TRAIN | |
} |
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usual VGG v06 alex | |
pool1 288x288 145 x 145 96 x 96 (alex fcn8) | |
pool2 144x144 73 x 73 48 x 48 (alex fcn16) | |
pool3 72 x 72 37 x 37 ----- (vgg fcn8) | |
pool4 36 x 36 19 x 19 ----- (vgg fcn16) |
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from ROOT import larcv | |
from matplotlib import colors | |
import numpy as np | |
import matplotlib | |
import matplotlib.pyplot as plt | |
matplotlib.rcParams['font.size'] = 20 | |
matplotlib.rcParams['font.family'] = 'serif' | |
larcv.load_pyutil |
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name: "ResNet26aNuIDPlane0" | |
############ Data Layer ########### | |
layer { | |
name: "plane0_data" | |
type: "ROOTData" | |
top: "plane0_data" | |
top: "label" | |
root_data_param { |
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name: "ResNet26aNuIDPlane1" | |
############ Data Layer ########### | |
layer { | |
name: "plane1_data" | |
type: "ROOTData" | |
top: "plane1_data" | |
top: "label" | |
root_data_param { |
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name: "ResNet26aNuIDPlane2" | |
############ Data Layer ########### | |
layer { | |
name: "plane2_data" | |
type: "ROOTData" | |
top: "plane2_data" | |
top: "label" | |
root_data_param { |
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name: "ResNet26aNuIDPlane2Ana" | |
############ Data Layer ########### | |
layer { | |
name: "plane2_data" | |
type: "ROOTData" | |
top: "plane2_data" | |
top: "label" | |
root_data_param { |
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