Execution Strategy
When evaluating a model you can either evaluate the results in parallel (executing as if you are able to achieve intra-model parallelism) or serially.
This is controlled by the --strategy={parallel|serial} option.
For example, to find the execution flow for parallel execution you would use.
benanza benchinfo --model_path //BVLC_GoogleNet --benchmark_database db.json --short=false --batch_size=1 --human=true --strategy=parallel --show --highlight_fast_pathThis would output a graphics along with information, with the red path being the path of minimal cost (i.e. critical path).
strict digraph {
graph [
rankdir="TB"
overlap=prism
overlap_shrink=true
splines=curved
];
node [
shape=Mrecord
];
edge [
penwidth=3
];
// Node definitions.
"conv1/7x7_s2_1" [
id=3
name="conv1/7x7_s2_1"
type=Conv
label="{ {conv_1 | CONV} | [1,64,112,112] }"
inputs="data_0;conv1/7x7_s2_w_0;conv1/7x7_s2_b_0"
outputs="conv1/7x7_s2_1"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"conv1/7x7_s2_2" [
id=4
name="conv1/7x7_s2_2"
type=Relu
label="{ {relu_1 | RELU} | 11.905µs }"
inputs="conv1/7x7_s2_1"
outputs="conv1/7x7_s2_2"
runtime="11.905µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"pool1/3x3_s2_1" [
id=5
name="pool1/3x3_s2_1"
type=MaxPool
label="{ {maxpool_1 | MXPL} | 11.216µs }"
inputs="conv1/7x7_s2_2"
outputs="pool1/3x3_s2_1"
runtime="11.216µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"pool1/norm1_1" [
id=6
name="pool1/norm1_1"
type=LRN
label="{ {lrn_1 | LRN} | 0s }"
inputs="pool1/3x3_s2_1"
outputs="pool1/norm1_1"
runtime="0s"
penwidth=3
style=filled
color="#aad586"
fontcolor="#000000"
fillcolor="#c3ee9e"
];
"conv2/3x3_reduce_1" [
id=9
name="conv2/3x3_reduce_1"
type=Conv
label="{ {conv_2 | CONV} | 28.128µs }"
inputs="pool1/norm1_1;conv2/3x3_reduce_w_0;conv2/3x3_reduce_b_0"
outputs="conv2/3x3_reduce_1"
runtime="28.128µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"conv2/3x3_reduce_2" [
id=10
name="conv2/3x3_reduce_2"
type=Relu
label="{ {relu_2 | RELU} | 8.564µs }"
inputs="conv2/3x3_reduce_1"
outputs="conv2/3x3_reduce_2"
runtime="8.564µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"conv2/3x3_1" [
id=13
name="conv2/3x3_1"
type=Conv
label="{ {conv_3 | CONV} | 75.339µs }"
inputs="conv2/3x3_reduce_2;conv2/3x3_w_0;conv2/3x3_b_0"
outputs="conv2/3x3_1"
runtime="75.339µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"conv2/3x3_2" [
id=14
name="conv2/3x3_2"
type=Relu
label="{ {relu_3 | RELU} | 9.746µs }"
inputs="conv2/3x3_1"
outputs="conv2/3x3_2"
runtime="9.746µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"conv2/norm2_1" [
id=15
name="conv2/norm2_1"
type=LRN
label="{ {lrn_2 | LRN} | 0s }"
inputs="conv2/3x3_2"
outputs="conv2/norm2_1"
runtime="0s"
penwidth=3
style=filled
color="#aad586"
fontcolor="#000000"
fillcolor="#c3ee9e"
];
"pool2/3x3_s2_1" [
id=16
name="pool2/3x3_s2_1"
type=MaxPool
label="{ {maxpool_2 | MXPL} | 10.453µs }"
inputs="conv2/norm2_1"
outputs="pool2/3x3_s2_1"
runtime="10.453µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_3a/1x1_1" [
id=19
name="inception_3a/1x1_1"
type=Conv
label="{ {conv_4 | CONV} | 30.987µs }"
inputs="pool2/3x3_s2_1;inception_3a/1x1_w_0;inception_3a/1x1_b_0"
outputs="inception_3a/1x1_1"
runtime="30.987µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3a/1x1_2" [
id=20
name="inception_3a/1x1_2"
type=Relu
label="{ {relu_4 | RELU} | 7.775µs }"
inputs="inception_3a/1x1_1"
outputs="inception_3a/1x1_2"
runtime="7.775µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3a/3x3_reduce_1" [
id=23
name="inception_3a/3x3_reduce_1"
type=Conv
label="{ {conv_5 | CONV} | 31.169µs }"
inputs="pool2/3x3_s2_1;inception_3a/3x3_reduce_w_0;inception_3a/3x3_reduce_b_0"
outputs="inception_3a/3x3_reduce_1"
runtime="31.169µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3a/3x3_reduce_2" [
id=24
name="inception_3a/3x3_reduce_2"
type=Relu
label="{ {relu_5 | RELU} | 7.806µs }"
inputs="inception_3a/3x3_reduce_1"
outputs="inception_3a/3x3_reduce_2"
runtime="7.806µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3a/3x3_1" [
id=27
name="inception_3a/3x3_1"
type=Conv
label="{ {conv_6 | CONV} | 47.29µs }"
inputs="inception_3a/3x3_reduce_2;inception_3a/3x3_w_0;inception_3a/3x3_b_0"
outputs="inception_3a/3x3_1"
runtime="47.29µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3a/3x3_2" [
id=28
name="inception_3a/3x3_2"
type=Relu
label="{ {relu_6 | RELU} | 8.031µs }"
inputs="inception_3a/3x3_1"
outputs="inception_3a/3x3_2"
runtime="8.031µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3a/5x5_reduce_1" [
id=31
name="inception_3a/5x5_reduce_1"
type=Conv
label="{ {conv_7 | CONV} | 30.625µs }"
inputs="pool2/3x3_s2_1;inception_3a/5x5_reduce_w_0;inception_3a/5x5_reduce_b_0"
outputs="inception_3a/5x5_reduce_1"
runtime="30.625µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3a/5x5_reduce_2" [
id=32
name="inception_3a/5x5_reduce_2"
type=Relu
label="{ {relu_7 | RELU} | 7.748µs }"
inputs="inception_3a/5x5_reduce_1"
outputs="inception_3a/5x5_reduce_2"
runtime="7.748µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3a/5x5_1" [
id=35
name="inception_3a/5x5_1"
type=Conv
label="{ {conv_8 | CONV} | 42.248µs }"
inputs="inception_3a/5x5_reduce_2;inception_3a/5x5_w_0;inception_3a/5x5_b_0"
outputs="inception_3a/5x5_1"
runtime="42.248µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3a/5x5_2" [
id=36
name="inception_3a/5x5_2"
type=Relu
label="{ {relu_8 | RELU} | 7.75µs }"
inputs="inception_3a/5x5_1"
outputs="inception_3a/5x5_2"
runtime="7.75µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3a/pool_1" [
id=37
name="inception_3a/pool_1"
type=MaxPool
label="{ {maxpool_3 | MXPL} | 11.709µs }"
inputs="pool2/3x3_s2_1"
outputs="inception_3a/pool_1"
runtime="11.709µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_3a/pool_proj_1" [
id=40
name="inception_3a/pool_proj_1"
type=Conv
label="{ {conv_9 | CONV} | 30.918µs }"
inputs="inception_3a/pool_1;inception_3a/pool_proj_w_0;inception_3a/pool_proj_b_0"
outputs="inception_3a/pool_proj_1"
runtime="30.918µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3a/pool_proj_2" [
id=41
name="inception_3a/pool_proj_2"
type=Relu
label="{ {relu_9 | RELU} | 7.75µs }"
inputs="inception_3a/pool_proj_1"
outputs="inception_3a/pool_proj_2"
runtime="7.75µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3a/output_1" [
id=42
name="inception_3a/output_1"
type=Concat
label="{ {concat_1 | CONC} | 0s }"
inputs="inception_3a/1x1_2;inception_3a/3x3_2;inception_3a/5x5_2;inception_3a/pool_proj_2"
outputs="inception_3a/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"inception_3b/1x1_1" [
id=45
name="inception_3b/1x1_1"
type=Conv
label="{ {conv_10 | CONV} | 43.399µs }"
inputs="inception_3a/output_1;inception_3b/1x1_w_0;inception_3b/1x1_b_0"
outputs="inception_3b/1x1_1"
runtime="43.399µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3b/1x1_2" [
id=46
name="inception_3b/1x1_2"
type=Relu
label="{ {relu_10 | RELU} | 8.031µs }"
inputs="inception_3b/1x1_1"
outputs="inception_3b/1x1_2"
runtime="8.031µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3b/3x3_reduce_1" [
id=49
name="inception_3b/3x3_reduce_1"
type=Conv
label="{ {conv_11 | CONV} | 43.399µs }"
inputs="inception_3a/output_1;inception_3b/3x3_reduce_w_0;inception_3b/3x3_reduce_b_0"
outputs="inception_3b/3x3_reduce_1"
runtime="43.399µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3b/3x3_reduce_2" [
id=50
name="inception_3b/3x3_reduce_2"
type=Relu
label="{ {relu_11 | RELU} | 8.031µs }"
inputs="inception_3b/3x3_reduce_1"
outputs="inception_3b/3x3_reduce_2"
runtime="8.031µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3b/3x3_1" [
id=53
name="inception_3b/3x3_1"
type=Conv
label="{ {conv_12 | CONV} | 55.393µs }"
inputs="inception_3b/3x3_reduce_2;inception_3b/3x3_w_0;inception_3b/3x3_b_0"
outputs="inception_3b/3x3_1"
runtime="55.393µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3b/3x3_2" [
id=54
name="inception_3b/3x3_2"
type=Relu
label="{ {relu_12 | RELU} | 8.396µs }"
inputs="inception_3b/3x3_1"
outputs="inception_3b/3x3_2"
runtime="8.396µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3b/5x5_reduce_1" [
id=57
name="inception_3b/5x5_reduce_1"
type=Conv
label="{ {conv_13 | CONV} | 34.578µs }"
inputs="inception_3a/output_1;inception_3b/5x5_reduce_w_0;inception_3b/5x5_reduce_b_0"
outputs="inception_3b/5x5_reduce_1"
runtime="34.578µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3b/5x5_reduce_2" [
id=58
name="inception_3b/5x5_reduce_2"
type=Relu
label="{ {relu_13 | RELU} | 7.75µs }"
inputs="inception_3b/5x5_reduce_1"
outputs="inception_3b/5x5_reduce_2"
runtime="7.75µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3b/5x5_1" [
id=61
name="inception_3b/5x5_1"
type=Conv
label="{ {conv_14 | CONV} | 64.44µs }"
inputs="inception_3b/5x5_reduce_2;inception_3b/5x5_w_0;inception_3b/5x5_b_0"
outputs="inception_3b/5x5_1"
runtime="64.44µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3b/5x5_2" [
id=62
name="inception_3b/5x5_2"
type=Relu
label="{ {relu_14 | RELU} | 7.806µs }"
inputs="inception_3b/5x5_1"
outputs="inception_3b/5x5_2"
runtime="7.806µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3b/pool_1" [
id=63
name="inception_3b/pool_1"
type=MaxPool
label="{ {maxpool_4 | MXPL} | 12.991µs }"
inputs="inception_3a/output_1"
outputs="inception_3b/pool_1"
runtime="12.991µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_3b/pool_proj_1" [
id=66
name="inception_3b/pool_proj_1"
type=Conv
label="{ {conv_15 | CONV} | 34.53µs }"
inputs="inception_3b/pool_1;inception_3b/pool_proj_w_0;inception_3b/pool_proj_b_0"
outputs="inception_3b/pool_proj_1"
runtime="34.53µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_3b/pool_proj_2" [
id=67
name="inception_3b/pool_proj_2"
type=Relu
label="{ {relu_15 | RELU} | 7.775µs }"
inputs="inception_3b/pool_proj_1"
outputs="inception_3b/pool_proj_2"
runtime="7.775µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_3b/output_1" [
id=68
name="inception_3b/output_1"
type=Concat
label="{ {concat_2 | CONC} | 0s }"
inputs="inception_3b/1x1_2;inception_3b/3x3_2;inception_3b/5x5_2;inception_3b/pool_proj_2"
outputs="inception_3b/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"pool3/3x3_s2_1" [
id=69
name="pool3/3x3_s2_1"
type=MaxPool
label="{ {maxpool_5 | MXPL} | 8.924µs }"
inputs="inception_3b/output_1"
outputs="pool3/3x3_s2_1"
runtime="8.924µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_4a/1x1_1" [
id=72
name="inception_4a/1x1_1"
type=Conv
label="{ {conv_16 | CONV} | 46.653µs }"
inputs="pool3/3x3_s2_1;inception_4a/1x1_w_0;inception_4a/1x1_b_0"
outputs="inception_4a/1x1_1"
runtime="46.653µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4a/1x1_2" [
id=73
name="inception_4a/1x1_2"
type=Relu
label="{ {relu_16 | RELU} | 7.767µs }"
inputs="inception_4a/1x1_1"
outputs="inception_4a/1x1_2"
runtime="7.767µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4a/3x3_reduce_1" [
id=76
name="inception_4a/3x3_reduce_1"
type=Conv
label="{ {conv_17 | CONV} | 46.384µs }"
inputs="pool3/3x3_s2_1;inception_4a/3x3_reduce_w_0;inception_4a/3x3_reduce_b_0"
outputs="inception_4a/3x3_reduce_1"
runtime="46.384µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4a/3x3_reduce_2" [
id=77
name="inception_4a/3x3_reduce_2"
type=Relu
label="{ {relu_17 | RELU} | 7.792µs }"
inputs="inception_4a/3x3_reduce_1"
outputs="inception_4a/3x3_reduce_2"
runtime="7.792µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4a/3x3_1" [
id=80
name="inception_4a/3x3_1"
type=Conv
label="{ {conv_18 | CONV} | 46.878µs }"
inputs="inception_4a/3x3_reduce_2;inception_4a/3x3_w_0;inception_4a/3x3_b_0"
outputs="inception_4a/3x3_1"
runtime="46.878µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4a/3x3_2" [
id=81
name="inception_4a/3x3_2"
type=Relu
label="{ {relu_18 | RELU} | 7.851µs }"
inputs="inception_4a/3x3_1"
outputs="inception_4a/3x3_2"
runtime="7.851µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4a/5x5_reduce_1" [
id=84
name="inception_4a/5x5_reduce_1"
type=Conv
label="{ {conv_19 | CONV} | 46.266µs }"
inputs="pool3/3x3_s2_1;inception_4a/5x5_reduce_w_0;inception_4a/5x5_reduce_b_0"
outputs="inception_4a/5x5_reduce_1"
runtime="46.266µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4a/5x5_reduce_2" [
id=85
name="inception_4a/5x5_reduce_2"
type=Relu
label="{ {relu_19 | RELU} | 7.757µs }"
inputs="inception_4a/5x5_reduce_1"
outputs="inception_4a/5x5_reduce_2"
runtime="7.757µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4a/5x5_1" [
id=88
name="inception_4a/5x5_1"
type=Conv
label="{ {conv_20 | CONV} | 42.162µs }"
inputs="inception_4a/5x5_reduce_2;inception_4a/5x5_w_0;inception_4a/5x5_b_0"
outputs="inception_4a/5x5_1"
runtime="42.162µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4a/5x5_2" [
id=89
name="inception_4a/5x5_2"
type=Relu
label="{ {relu_20 | RELU} | 7.785µs }"
inputs="inception_4a/5x5_1"
outputs="inception_4a/5x5_2"
runtime="7.785µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4a/pool_1" [
id=90
name="inception_4a/pool_1"
type=MaxPool
label="{ {maxpool_6 | MXPL} | 8.905µs }"
inputs="pool3/3x3_s2_1"
outputs="inception_4a/pool_1"
runtime="8.905µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_4a/pool_proj_1" [
id=93
name="inception_4a/pool_proj_1"
type=Conv
label="{ {conv_21 | CONV} | 46.411µs }"
inputs="inception_4a/pool_1;inception_4a/pool_proj_w_0;inception_4a/pool_proj_b_0"
outputs="inception_4a/pool_proj_1"
runtime="46.411µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4a/pool_proj_2" [
id=94
name="inception_4a/pool_proj_2"
type=Relu
label="{ {relu_21 | RELU} | 7.739µs }"
inputs="inception_4a/pool_proj_1"
outputs="inception_4a/pool_proj_2"
runtime="7.739µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4a/output_1" [
id=95
name="inception_4a/output_1"
type=Concat
label="{ {concat_3 | CONC} | 0s }"
inputs="inception_4a/1x1_2;inception_4a/3x3_2;inception_4a/5x5_2;inception_4a/pool_proj_2"
outputs="inception_4a/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"inception_4b/1x1_1" [
id=98
name="inception_4b/1x1_1"
type=Conv
label="{ {conv_22 | CONV} | 48.094µs }"
inputs="inception_4a/output_1;inception_4b/1x1_w_0;inception_4b/1x1_b_0"
outputs="inception_4b/1x1_1"
runtime="48.094µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4b/1x1_2" [
id=99
name="inception_4b/1x1_2"
type=Relu
label="{ {relu_22 | RELU} | 7.774µs }"
inputs="inception_4b/1x1_1"
outputs="inception_4b/1x1_2"
runtime="7.774µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4b/3x3_reduce_1" [
id=102
name="inception_4b/3x3_reduce_1"
type=Conv
label="{ {conv_23 | CONV} | 48.114µs }"
inputs="inception_4a/output_1;inception_4b/3x3_reduce_w_0;inception_4b/3x3_reduce_b_0"
outputs="inception_4b/3x3_reduce_1"
runtime="48.114µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4b/3x3_reduce_2" [
id=103
name="inception_4b/3x3_reduce_2"
type=Relu
label="{ {relu_23 | RELU} | 7.786µs }"
inputs="inception_4b/3x3_reduce_1"
outputs="inception_4b/3x3_reduce_2"
runtime="7.786µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4b/3x3_1" [
id=106
name="inception_4b/3x3_1"
type=Conv
label="{ {conv_24 | CONV} | 50.465µs }"
inputs="inception_4b/3x3_reduce_2;inception_4b/3x3_w_0;inception_4b/3x3_b_0"
outputs="inception_4b/3x3_1"
runtime="50.465µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4b/3x3_2" [
id=107
name="inception_4b/3x3_2"
type=Relu
label="{ {relu_24 | RELU} | 7.778µs }"
inputs="inception_4b/3x3_1"
outputs="inception_4b/3x3_2"
runtime="7.778µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4b/5x5_reduce_1" [
id=110
name="inception_4b/5x5_reduce_1"
type=Conv
label="{ {conv_25 | CONV} | 48.388µs }"
inputs="inception_4a/output_1;inception_4b/5x5_reduce_w_0;inception_4b/5x5_reduce_b_0"
outputs="inception_4b/5x5_reduce_1"
runtime="48.388µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4b/5x5_reduce_2" [
id=111
name="inception_4b/5x5_reduce_2"
type=Relu
label="{ {relu_25 | RELU} | 7.769µs }"
inputs="inception_4b/5x5_reduce_1"
outputs="inception_4b/5x5_reduce_2"
runtime="7.769µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4b/5x5_1" [
id=114
name="inception_4b/5x5_1"
type=Conv
label="{ {conv_26 | CONV} | 50.697µs }"
inputs="inception_4b/5x5_reduce_2;inception_4b/5x5_w_0;inception_4b/5x5_b_0"
outputs="inception_4b/5x5_1"
runtime="50.697µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4b/5x5_2" [
id=115
name="inception_4b/5x5_2"
type=Relu
label="{ {relu_26 | RELU} | 7.739µs }"
inputs="inception_4b/5x5_1"
outputs="inception_4b/5x5_2"
runtime="7.739µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4b/pool_1" [
id=116
name="inception_4b/pool_1"
type=MaxPool
label="{ {maxpool_7 | MXPL} | 9.037µs }"
inputs="inception_4a/output_1"
outputs="inception_4b/pool_1"
runtime="9.037µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_4b/pool_proj_1" [
id=119
name="inception_4b/pool_proj_1"
type=Conv
label="{ {conv_27 | CONV} | 48.158µs }"
inputs="inception_4b/pool_1;inception_4b/pool_proj_w_0;inception_4b/pool_proj_b_0"
outputs="inception_4b/pool_proj_1"
runtime="48.158µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4b/pool_proj_2" [
id=120
name="inception_4b/pool_proj_2"
type=Relu
label="{ {relu_27 | RELU} | 7.739µs }"
inputs="inception_4b/pool_proj_1"
outputs="inception_4b/pool_proj_2"
runtime="7.739µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4b/output_1" [
id=121
name="inception_4b/output_1"
type=Concat
label="{ {concat_4 | CONC} | 0s }"
inputs="inception_4b/1x1_2;inception_4b/3x3_2;inception_4b/5x5_2;inception_4b/pool_proj_2"
outputs="inception_4b/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"inception_4c/1x1_1" [
id=124
name="inception_4c/1x1_1"
type=Conv
label="{ {conv_28 | CONV} | 48.331µs }"
inputs="inception_4b/output_1;inception_4c/1x1_w_0;inception_4c/1x1_b_0"
outputs="inception_4c/1x1_1"
runtime="48.331µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4c/1x1_2" [
id=125
name="inception_4c/1x1_2"
type=Relu
label="{ {relu_28 | RELU} | 7.872µs }"
inputs="inception_4c/1x1_1"
outputs="inception_4c/1x1_2"
runtime="7.872µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4c/3x3_reduce_1" [
id=128
name="inception_4c/3x3_reduce_1"
type=Conv
label="{ {conv_29 | CONV} | 48.331µs }"
inputs="inception_4b/output_1;inception_4c/3x3_reduce_w_0;inception_4c/3x3_reduce_b_0"
outputs="inception_4c/3x3_reduce_1"
runtime="48.331µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4c/3x3_reduce_2" [
id=129
name="inception_4c/3x3_reduce_2"
type=Relu
label="{ {relu_29 | RELU} | 7.872µs }"
inputs="inception_4c/3x3_reduce_1"
outputs="inception_4c/3x3_reduce_2"
runtime="7.872µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4c/3x3_1" [
id=132
name="inception_4c/3x3_1"
type=Conv
label="{ {conv_30 | CONV} | 54.562µs }"
inputs="inception_4c/3x3_reduce_2;inception_4c/3x3_w_0;inception_4c/3x3_b_0"
outputs="inception_4c/3x3_1"
runtime="54.562µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4c/3x3_2" [
id=133
name="inception_4c/3x3_2"
type=Relu
label="{ {relu_30 | RELU} | 7.796µs }"
inputs="inception_4c/3x3_1"
outputs="inception_4c/3x3_2"
runtime="7.796µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4c/5x5_reduce_1" [
id=136
name="inception_4c/5x5_reduce_1"
type=Conv
label="{ {conv_31 | CONV} | 48.388µs }"
inputs="inception_4b/output_1;inception_4c/5x5_reduce_w_0;inception_4c/5x5_reduce_b_0"
outputs="inception_4c/5x5_reduce_1"
runtime="48.388µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4c/5x5_reduce_2" [
id=137
name="inception_4c/5x5_reduce_2"
type=Relu
label="{ {relu_31 | RELU} | 7.769µs }"
inputs="inception_4c/5x5_reduce_1"
outputs="inception_4c/5x5_reduce_2"
runtime="7.769µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4c/5x5_1" [
id=140
name="inception_4c/5x5_1"
type=Conv
label="{ {conv_32 | CONV} | 50.697µs }"
inputs="inception_4c/5x5_reduce_2;inception_4c/5x5_w_0;inception_4c/5x5_b_0"
outputs="inception_4c/5x5_1"
runtime="50.697µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4c/5x5_2" [
id=141
name="inception_4c/5x5_2"
type=Relu
label="{ {relu_32 | RELU} | 7.739µs }"
inputs="inception_4c/5x5_1"
outputs="inception_4c/5x5_2"
runtime="7.739µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4c/pool_1" [
id=142
name="inception_4c/pool_1"
type=MaxPool
label="{ {maxpool_8 | MXPL} | 9.037µs }"
inputs="inception_4b/output_1"
outputs="inception_4c/pool_1"
runtime="9.037µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_4c/pool_proj_1" [
id=145
name="inception_4c/pool_proj_1"
type=Conv
label="{ {conv_33 | CONV} | 48.158µs }"
inputs="inception_4c/pool_1;inception_4c/pool_proj_w_0;inception_4c/pool_proj_b_0"
outputs="inception_4c/pool_proj_1"
runtime="48.158µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4c/pool_proj_2" [
id=146
name="inception_4c/pool_proj_2"
type=Relu
label="{ {relu_33 | RELU} | 7.739µs }"
inputs="inception_4c/pool_proj_1"
outputs="inception_4c/pool_proj_2"
runtime="7.739µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4c/output_1" [
id=147
name="inception_4c/output_1"
type=Concat
label="{ {concat_5 | CONC} | 0s }"
inputs="inception_4c/1x1_2;inception_4c/3x3_2;inception_4c/5x5_2;inception_4c/pool_proj_2"
outputs="inception_4c/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"inception_4d/1x1_1" [
id=150
name="inception_4d/1x1_1"
type=Conv
label="{ {conv_34 | CONV} | 48.114µs }"
inputs="inception_4c/output_1;inception_4d/1x1_w_0;inception_4d/1x1_b_0"
outputs="inception_4d/1x1_1"
runtime="48.114µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4d/1x1_2" [
id=151
name="inception_4d/1x1_2"
type=Relu
label="{ {relu_34 | RELU} | 7.786µs }"
inputs="inception_4d/1x1_1"
outputs="inception_4d/1x1_2"
runtime="7.786µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4d/3x3_reduce_1" [
id=154
name="inception_4d/3x3_reduce_1"
type=Conv
label="{ {conv_35 | CONV} | 48.397µs }"
inputs="inception_4c/output_1;inception_4d/3x3_reduce_w_0;inception_4d/3x3_reduce_b_0"
outputs="inception_4d/3x3_reduce_1"
runtime="48.397µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4d/3x3_reduce_2" [
id=155
name="inception_4d/3x3_reduce_2"
type=Relu
label="{ {relu_35 | RELU} | 7.751µs }"
inputs="inception_4d/3x3_reduce_1"
outputs="inception_4d/3x3_reduce_2"
runtime="7.751µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4d/3x3_1" [
id=158
name="inception_4d/3x3_1"
type=Conv
label="{ {conv_36 | CONV} | 59.21µs }"
inputs="inception_4d/3x3_reduce_2;inception_4d/3x3_w_0;inception_4d/3x3_b_0"
outputs="inception_4d/3x3_1"
runtime="59.21µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4d/3x3_2" [
id=159
name="inception_4d/3x3_2"
type=Relu
label="{ {relu_36 | RELU} | 7.88µs }"
inputs="inception_4d/3x3_1"
outputs="inception_4d/3x3_2"
runtime="7.88µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4d/5x5_reduce_1" [
id=162
name="inception_4d/5x5_reduce_1"
type=Conv
label="{ {conv_37 | CONV} | 48.44µs }"
inputs="inception_4c/output_1;inception_4d/5x5_reduce_w_0;inception_4d/5x5_reduce_b_0"
outputs="inception_4d/5x5_reduce_1"
runtime="48.44µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4d/5x5_reduce_2" [
id=163
name="inception_4d/5x5_reduce_2"
type=Relu
label="{ {relu_37 | RELU} | 7.776µs }"
inputs="inception_4d/5x5_reduce_1"
outputs="inception_4d/5x5_reduce_2"
runtime="7.776µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4d/5x5_1" [
id=166
name="inception_4d/5x5_1"
type=Conv
label="{ {conv_38 | CONV} | 54.228µs }"
inputs="inception_4d/5x5_reduce_2;inception_4d/5x5_w_0;inception_4d/5x5_b_0"
outputs="inception_4d/5x5_1"
runtime="54.228µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4d/5x5_2" [
id=167
name="inception_4d/5x5_2"
type=Relu
label="{ {relu_38 | RELU} | 7.739µs }"
inputs="inception_4d/5x5_1"
outputs="inception_4d/5x5_2"
runtime="7.739µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4d/pool_1" [
id=168
name="inception_4d/pool_1"
type=MaxPool
label="{ {maxpool_9 | MXPL} | 9.037µs }"
inputs="inception_4c/output_1"
outputs="inception_4d/pool_1"
runtime="9.037µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_4d/pool_proj_1" [
id=171
name="inception_4d/pool_proj_1"
type=Conv
label="{ {conv_39 | CONV} | 48.158µs }"
inputs="inception_4d/pool_1;inception_4d/pool_proj_w_0;inception_4d/pool_proj_b_0"
outputs="inception_4d/pool_proj_1"
runtime="48.158µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4d/pool_proj_2" [
id=172
name="inception_4d/pool_proj_2"
type=Relu
label="{ {relu_39 | RELU} | 7.739µs }"
inputs="inception_4d/pool_proj_1"
outputs="inception_4d/pool_proj_2"
runtime="7.739µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4d/output_1" [
id=173
name="inception_4d/output_1"
type=Concat
label="{ {concat_6 | CONC} | 0s }"
inputs="inception_4d/1x1_2;inception_4d/3x3_2;inception_4d/5x5_2;inception_4d/pool_proj_2"
outputs="inception_4d/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"inception_4e/1x1_1" [
id=176
name="inception_4e/1x1_1"
type=Conv
label="{ {conv_40 | CONV} | 49.322µs }"
inputs="inception_4d/output_1;inception_4e/1x1_w_0;inception_4e/1x1_b_0"
outputs="inception_4e/1x1_1"
runtime="49.322µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4e/1x1_2" [
id=177
name="inception_4e/1x1_2"
type=Relu
label="{ {relu_40 | RELU} | 7.796µs }"
inputs="inception_4e/1x1_1"
outputs="inception_4e/1x1_2"
runtime="7.796µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4e/3x3_reduce_1" [
id=180
name="inception_4e/3x3_reduce_1"
type=Conv
label="{ {conv_41 | CONV} | 49.231µs }"
inputs="inception_4d/output_1;inception_4e/3x3_reduce_w_0;inception_4e/3x3_reduce_b_0"
outputs="inception_4e/3x3_reduce_1"
runtime="49.231µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4e/3x3_reduce_2" [
id=181
name="inception_4e/3x3_reduce_2"
type=Relu
label="{ {relu_41 | RELU} | 7.774µs }"
inputs="inception_4e/3x3_reduce_1"
outputs="inception_4e/3x3_reduce_2"
runtime="7.774µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4e/3x3_1" [
id=184
name="inception_4e/3x3_1"
type=Conv
label="{ {conv_42 | CONV} | 63.374µs }"
inputs="inception_4e/3x3_reduce_2;inception_4e/3x3_w_0;inception_4e/3x3_b_0"
outputs="inception_4e/3x3_1"
runtime="63.374µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4e/3x3_2" [
id=185
name="inception_4e/3x3_2"
type=Relu
label="{ {relu_42 | RELU} | 7.809µs }"
inputs="inception_4e/3x3_1"
outputs="inception_4e/3x3_2"
runtime="7.809µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4e/5x5_reduce_1" [
id=188
name="inception_4e/5x5_reduce_1"
type=Conv
label="{ {conv_43 | CONV} | 49.268µs }"
inputs="inception_4d/output_1;inception_4e/5x5_reduce_w_0;inception_4e/5x5_reduce_b_0"
outputs="inception_4e/5x5_reduce_1"
runtime="49.268µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4e/5x5_reduce_2" [
id=189
name="inception_4e/5x5_reduce_2"
type=Relu
label="{ {relu_43 | RELU} | 7.776µs }"
inputs="inception_4e/5x5_reduce_1"
outputs="inception_4e/5x5_reduce_2"
runtime="7.776µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4e/5x5_1" [
id=192
name="inception_4e/5x5_1"
type=Conv
label="{ {conv_44 | CONV} | 64.708µs }"
inputs="inception_4e/5x5_reduce_2;inception_4e/5x5_w_0;inception_4e/5x5_b_0"
outputs="inception_4e/5x5_1"
runtime="64.708µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4e/5x5_2" [
id=193
name="inception_4e/5x5_2"
type=Relu
label="{ {relu_44 | RELU} | 7.872µs }"
inputs="inception_4e/5x5_1"
outputs="inception_4e/5x5_2"
runtime="7.872µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4e/pool_1" [
id=194
name="inception_4e/pool_1"
type=MaxPool
label="{ {maxpool_10 | MXPL} | 8.934µs }"
inputs="inception_4d/output_1"
outputs="inception_4e/pool_1"
runtime="8.934µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_4e/pool_proj_1" [
id=197
name="inception_4e/pool_proj_1"
type=Conv
label="{ {conv_45 | CONV} | 49.225µs }"
inputs="inception_4e/pool_1;inception_4e/pool_proj_w_0;inception_4e/pool_proj_b_0"
outputs="inception_4e/pool_proj_1"
runtime="49.225µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_4e/pool_proj_2" [
id=198
name="inception_4e/pool_proj_2"
type=Relu
label="{ {relu_45 | RELU} | 7.872µs }"
inputs="inception_4e/pool_proj_1"
outputs="inception_4e/pool_proj_2"
runtime="7.872µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_4e/output_1" [
id=199
name="inception_4e/output_1"
type=Concat
label="{ {concat_7 | CONC} | 0s }"
inputs="inception_4e/1x1_2;inception_4e/3x3_2;inception_4e/5x5_2;inception_4e/pool_proj_2"
outputs="inception_4e/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"pool4/3x3_s2_1" [
id=200
name="pool4/3x3_s2_1"
type=MaxPool
label="{ {maxpool_11 | MXPL} | 7.892µs }"
inputs="inception_4e/output_1"
outputs="pool4/3x3_s2_1"
runtime="7.892µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_5a/1x1_1" [
id=203
name="inception_5a/1x1_1"
type=Conv
label="{ {conv_46 | CONV} | 65.936µs }"
inputs="pool4/3x3_s2_1;inception_5a/1x1_w_0;inception_5a/1x1_b_0"
outputs="inception_5a/1x1_1"
runtime="65.936µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5a/1x1_2" [
id=204
name="inception_5a/1x1_2"
type=Relu
label="{ {relu_46 | RELU} | 7.809µs }"
inputs="inception_5a/1x1_1"
outputs="inception_5a/1x1_2"
runtime="7.809µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5a/3x3_reduce_1" [
id=207
name="inception_5a/3x3_reduce_1"
type=Conv
label="{ {conv_47 | CONV} | 119.092µs }"
inputs="pool4/3x3_s2_1;inception_5a/3x3_reduce_w_0;inception_5a/3x3_reduce_b_0"
outputs="inception_5a/3x3_reduce_1"
runtime="119.092µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5a/3x3_reduce_2" [
id=208
name="inception_5a/3x3_reduce_2"
type=Relu
label="{ {relu_47 | RELU} | 7.72µs }"
inputs="inception_5a/3x3_reduce_1"
outputs="inception_5a/3x3_reduce_2"
runtime="7.72µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5a/3x3_1" [
id=211
name="inception_5a/3x3_1"
type=Conv
label="{ {conv_48 | CONV} | 62.654µs }"
inputs="inception_5a/3x3_reduce_2;inception_5a/3x3_w_0;inception_5a/3x3_b_0"
outputs="inception_5a/3x3_1"
runtime="62.654µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5a/3x3_2" [
id=212
name="inception_5a/3x3_2"
type=Relu
label="{ {relu_48 | RELU} | 7.747µs }"
inputs="inception_5a/3x3_1"
outputs="inception_5a/3x3_2"
runtime="7.747µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5a/5x5_reduce_1" [
id=215
name="inception_5a/5x5_reduce_1"
type=Conv
label="{ {conv_49 | CONV} | 66.205µs }"
inputs="pool4/3x3_s2_1;inception_5a/5x5_reduce_w_0;inception_5a/5x5_reduce_b_0"
outputs="inception_5a/5x5_reduce_1"
runtime="66.205µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5a/5x5_reduce_2" [
id=216
name="inception_5a/5x5_reduce_2"
type=Relu
label="{ {relu_49 | RELU} | 7.751µs }"
inputs="inception_5a/5x5_reduce_1"
outputs="inception_5a/5x5_reduce_2"
runtime="7.751µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5a/5x5_1" [
id=219
name="inception_5a/5x5_1"
type=Conv
label="{ {conv_50 | CONV} | 64.249µs }"
inputs="inception_5a/5x5_reduce_2;inception_5a/5x5_w_0;inception_5a/5x5_b_0"
outputs="inception_5a/5x5_1"
runtime="64.249µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5a/5x5_2" [
id=220
name="inception_5a/5x5_2"
type=Relu
label="{ {relu_50 | RELU} | 7.76µs }"
inputs="inception_5a/5x5_1"
outputs="inception_5a/5x5_2"
runtime="7.76µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5a/pool_1" [
id=221
name="inception_5a/pool_1"
type=MaxPool
label="{ {maxpool_12 | MXPL} | 7.559µs }"
inputs="pool4/3x3_s2_1"
outputs="inception_5a/pool_1"
runtime="7.559µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_5a/pool_proj_1" [
id=224
name="inception_5a/pool_proj_1"
type=Conv
label="{ {conv_51 | CONV} | 65.989µs }"
inputs="inception_5a/pool_1;inception_5a/pool_proj_w_0;inception_5a/pool_proj_b_0"
outputs="inception_5a/pool_proj_1"
runtime="65.989µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5a/pool_proj_2" [
id=225
name="inception_5a/pool_proj_2"
type=Relu
label="{ {relu_51 | RELU} | 7.76µs }"
inputs="inception_5a/pool_proj_1"
outputs="inception_5a/pool_proj_2"
runtime="7.76µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5a/output_1" [
id=226
name="inception_5a/output_1"
type=Concat
label="{ {concat_8 | CONC} | 0s }"
inputs="inception_5a/1x1_2;inception_5a/3x3_2;inception_5a/5x5_2;inception_5a/pool_proj_2"
outputs="inception_5a/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"inception_5b/1x1_1" [
id=229
name="inception_5b/1x1_1"
type=Conv
label="{ {conv_52 | CONV} | 66.418µs }"
inputs="inception_5a/output_1;inception_5b/1x1_w_0;inception_5b/1x1_b_0"
outputs="inception_5b/1x1_1"
runtime="66.418µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5b/1x1_2" [
id=230
name="inception_5b/1x1_2"
type=Relu
label="{ {relu_52 | RELU} | 7.814µs }"
inputs="inception_5b/1x1_1"
outputs="inception_5b/1x1_2"
runtime="7.814µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5b/3x3_reduce_1" [
id=233
name="inception_5b/3x3_reduce_1"
type=Conv
label="{ {conv_53 | CONV} | 66.063µs }"
inputs="inception_5a/output_1;inception_5b/3x3_reduce_w_0;inception_5b/3x3_reduce_b_0"
outputs="inception_5b/3x3_reduce_1"
runtime="66.063µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5b/3x3_reduce_2" [
id=234
name="inception_5b/3x3_reduce_2"
type=Relu
label="{ {relu_53 | RELU} | 7.72µs }"
inputs="inception_5b/3x3_reduce_1"
outputs="inception_5b/3x3_reduce_2"
runtime="7.72µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5b/3x3_1" [
id=237
name="inception_5b/3x3_1"
type=Conv
label="{ {conv_54 | CONV} | 75.34µs }"
inputs="inception_5b/3x3_reduce_2;inception_5b/3x3_w_0;inception_5b/3x3_b_0"
outputs="inception_5b/3x3_1"
runtime="75.34µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5b/3x3_2" [
id=238
name="inception_5b/3x3_2"
type=Relu
label="{ {relu_54 | RELU} | 7.814µs }"
inputs="inception_5b/3x3_1"
outputs="inception_5b/3x3_2"
runtime="7.814µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5b/5x5_reduce_1" [
id=241
name="inception_5b/5x5_reduce_1"
type=Conv
label="{ {conv_55 | CONV} | 66.043µs }"
inputs="inception_5a/output_1;inception_5b/5x5_reduce_w_0;inception_5b/5x5_reduce_b_0"
outputs="inception_5b/5x5_reduce_1"
runtime="66.043µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5b/5x5_reduce_2" [
id=242
name="inception_5b/5x5_reduce_2"
type=Relu
label="{ {relu_55 | RELU} | 7.727µs }"
inputs="inception_5b/5x5_reduce_1"
outputs="inception_5b/5x5_reduce_2"
runtime="7.727µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5b/5x5_1" [
id=245
name="inception_5b/5x5_1"
type=Conv
label="{ {conv_56 | CONV} | 86.137µs }"
inputs="inception_5b/5x5_reduce_2;inception_5b/5x5_w_0;inception_5b/5x5_b_0"
outputs="inception_5b/5x5_1"
runtime="86.137µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5b/5x5_2" [
id=246
name="inception_5b/5x5_2"
type=Relu
label="{ {relu_56 | RELU} | 7.76µs }"
inputs="inception_5b/5x5_1"
outputs="inception_5b/5x5_2"
runtime="7.76µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5b/pool_1" [
id=247
name="inception_5b/pool_1"
type=MaxPool
label="{ {maxpool_13 | MXPL} | 7.559µs }"
inputs="inception_5a/output_1"
outputs="inception_5b/pool_1"
runtime="7.559µs"
penwidth=3
style=filled
color="#c289b8"
fontcolor="#000000"
fillcolor="#d69bcc"
];
"inception_5b/pool_proj_1" [
id=250
name="inception_5b/pool_proj_1"
type=Conv
label="{ {conv_57 | CONV} | 65.989µs }"
inputs="inception_5b/pool_1;inception_5b/pool_proj_w_0;inception_5b/pool_proj_b_0"
outputs="inception_5b/pool_proj_1"
runtime="65.989µs"
penwidth=3
style=filled
color="#d0cc88"
fontcolor="#000000"
fillcolor="#eae5a0"
];
"inception_5b/pool_proj_2" [
id=251
name="inception_5b/pool_proj_2"
type=Relu
label="{ {relu_57 | RELU} | 7.76µs }"
inputs="inception_5b/pool_proj_1"
outputs="inception_5b/pool_proj_2"
runtime="7.76µs"
penwidth=3
style=filled
color="#c89788"
fontcolor="#000000"
fillcolor="#ddab9b"
];
"inception_5b/output_1" [
id=252
name="inception_5b/output_1"
type=Concat
label="{ {concat_9 | CONC} | 0s }"
inputs="inception_5b/1x1_2;inception_5b/3x3_2;inception_5b/5x5_2;inception_5b/pool_proj_2"
outputs="inception_5b/output_1"
runtime="0s"
penwidth=3
style=filled
color="#85ba88"
fontcolor="#000000"
fillcolor="#9ad09d"
];
"pool5/7x7_s1_1" [
id=253
name="pool5/7x7_s1_1"
type=AveragePool
label="{ {averagepool_1 | AVGPL} | 8.969µs }"
inputs="inception_5b/output_1"
outputs="pool5/7x7_s1_1"
runtime="8.969µs"
penwidth=3
style=filled
color="#87bfc1"
fontcolor="#000000"
fillcolor="#9dd5d8"
];
"pool5/7x7_s1_2" [
id=254
name="pool5/7x7_s1_2"
type=Dropout
label="{ {dropout_1 | DRP} | 8.511µs }"
inputs="pool5/7x7_s1_1"
outputs="pool5/7x7_s1_2;_pool5/7x7_s1_mask_1"
runtime="8.511µs"
penwidth=3
style=filled
color="#aa83cd"
fontcolor="#000000"
fillcolor="#bc94e0"
];
"_pool5/7x7_s1_mask_1" [
id=255
name="_pool5/7x7_s1_mask_1"
type=Dropout
label="{ {dropout_1 | DRP} | [1,1024,1,1] }"
inputs="pool5/7x7_s1_1"
outputs="pool5/7x7_s1_2;_pool5/7x7_s1_mask_1"
penwidth=3
style=filled
color="#aa83cd"
fontcolor="#000000"
fillcolor="#bc94e0"
];
"OC2_DUMMY_0" [
id=257
name="OC2_DUMMY_0"
type=Reshape
label="{ {reshape_1 | RSHP} | 0s }"
inputs="pool5/7x7_s1_2;OC2_DUMMY_1"
outputs="OC2_DUMMY_0"
runtime="0s"
penwidth=3
style=filled
color="#c3828f"
fontcolor="#000000"
fillcolor="#d694a1"
];
"loss3/classifier_1" [
id=260
name="loss3/classifier_1"
type=Gemm
label="{ {gemm_1 | GEMM} | 10.939µs }"
inputs="OC2_DUMMY_0;loss3/classifier_w_0;loss3/classifier_b_0"
outputs="loss3/classifier_1"
runtime="10.939µs"
penwidth=3
style=filled
color="#bdad80"
fontcolor="#000000"
fillcolor="#d3c395"
];
"prob_1" [
id=261
name="prob_1"
type=Softmax
label="{ {softmax_1 | SFT} | [1,1000] }"
inputs="loss3/classifier_1"
outputs="prob_1"
penwidth=3
style=filled
color="#8599c5"
fontcolor="#000000"
fillcolor="#98acd8"
];
// Edge definitions.
"conv1/7x7_s2_1" -> "conv1/7x7_s2_2";
"conv1/7x7_s2_2" -> "pool1/3x3_s2_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool1/3x3_s2_1" -> "pool1/norm1_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool1/norm1_1" -> "conv2/3x3_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"conv2/3x3_reduce_1" -> "conv2/3x3_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"conv2/3x3_reduce_2" -> "conv2/3x3_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"conv2/3x3_1" -> "conv2/3x3_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"conv2/3x3_2" -> "conv2/norm2_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"conv2/norm2_1" -> "pool2/3x3_s2_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool2/3x3_s2_1" -> "inception_3a/1x1_1";
"pool2/3x3_s2_1" -> "inception_3a/3x3_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool2/3x3_s2_1" -> "inception_3a/5x5_reduce_1";
"pool2/3x3_s2_1" -> "inception_3a/pool_1";
"inception_3a/1x1_1" -> "inception_3a/1x1_2";
"inception_3a/1x1_2" -> "inception_3a/output_1";
"inception_3a/3x3_reduce_1" -> "inception_3a/3x3_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3a/3x3_reduce_2" -> "inception_3a/3x3_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3a/3x3_1" -> "inception_3a/3x3_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3a/3x3_2" -> "inception_3a/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3a/5x5_reduce_1" -> "inception_3a/5x5_reduce_2";
"inception_3a/5x5_reduce_2" -> "inception_3a/5x5_1";
"inception_3a/5x5_1" -> "inception_3a/5x5_2";
"inception_3a/5x5_2" -> "inception_3a/output_1";
"inception_3a/pool_1" -> "inception_3a/pool_proj_1";
"inception_3a/pool_proj_1" -> "inception_3a/pool_proj_2";
"inception_3a/pool_proj_2" -> "inception_3a/output_1";
"inception_3a/output_1" -> "inception_3b/1x1_1";
"inception_3a/output_1" -> "inception_3b/3x3_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3a/output_1" -> "inception_3b/5x5_reduce_1";
"inception_3a/output_1" -> "inception_3b/pool_1";
"inception_3b/1x1_1" -> "inception_3b/1x1_2";
"inception_3b/1x1_2" -> "inception_3b/output_1";
"inception_3b/3x3_reduce_1" -> "inception_3b/3x3_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3b/3x3_reduce_2" -> "inception_3b/3x3_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3b/3x3_1" -> "inception_3b/3x3_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3b/3x3_2" -> "inception_3b/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_3b/5x5_reduce_1" -> "inception_3b/5x5_reduce_2";
"inception_3b/5x5_reduce_2" -> "inception_3b/5x5_1";
"inception_3b/5x5_1" -> "inception_3b/5x5_2";
"inception_3b/5x5_2" -> "inception_3b/output_1";
"inception_3b/pool_1" -> "inception_3b/pool_proj_1";
"inception_3b/pool_proj_1" -> "inception_3b/pool_proj_2";
"inception_3b/pool_proj_2" -> "inception_3b/output_1";
"inception_3b/output_1" -> "pool3/3x3_s2_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool3/3x3_s2_1" -> "inception_4a/1x1_1";
"pool3/3x3_s2_1" -> "inception_4a/3x3_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool3/3x3_s2_1" -> "inception_4a/5x5_reduce_1";
"pool3/3x3_s2_1" -> "inception_4a/pool_1";
"inception_4a/1x1_1" -> "inception_4a/1x1_2";
"inception_4a/1x1_2" -> "inception_4a/output_1";
"inception_4a/3x3_reduce_1" -> "inception_4a/3x3_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4a/3x3_reduce_2" -> "inception_4a/3x3_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4a/3x3_1" -> "inception_4a/3x3_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4a/3x3_2" -> "inception_4a/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4a/5x5_reduce_1" -> "inception_4a/5x5_reduce_2";
"inception_4a/5x5_reduce_2" -> "inception_4a/5x5_1";
"inception_4a/5x5_1" -> "inception_4a/5x5_2";
"inception_4a/5x5_2" -> "inception_4a/output_1";
"inception_4a/pool_1" -> "inception_4a/pool_proj_1";
"inception_4a/pool_proj_1" -> "inception_4a/pool_proj_2";
"inception_4a/pool_proj_2" -> "inception_4a/output_1";
"inception_4a/output_1" -> "inception_4b/1x1_1";
"inception_4a/output_1" -> "inception_4b/3x3_reduce_1";
"inception_4a/output_1" -> "inception_4b/5x5_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4a/output_1" -> "inception_4b/pool_1";
"inception_4b/1x1_1" -> "inception_4b/1x1_2";
"inception_4b/1x1_2" -> "inception_4b/output_1";
"inception_4b/3x3_reduce_1" -> "inception_4b/3x3_reduce_2";
"inception_4b/3x3_reduce_2" -> "inception_4b/3x3_1";
"inception_4b/3x3_1" -> "inception_4b/3x3_2";
"inception_4b/3x3_2" -> "inception_4b/output_1";
"inception_4b/5x5_reduce_1" -> "inception_4b/5x5_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4b/5x5_reduce_2" -> "inception_4b/5x5_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4b/5x5_1" -> "inception_4b/5x5_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4b/5x5_2" -> "inception_4b/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4b/pool_1" -> "inception_4b/pool_proj_1";
"inception_4b/pool_proj_1" -> "inception_4b/pool_proj_2";
"inception_4b/pool_proj_2" -> "inception_4b/output_1";
"inception_4b/output_1" -> "inception_4c/1x1_1";
"inception_4b/output_1" -> "inception_4c/3x3_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4b/output_1" -> "inception_4c/5x5_reduce_1";
"inception_4b/output_1" -> "inception_4c/pool_1";
"inception_4c/1x1_1" -> "inception_4c/1x1_2";
"inception_4c/1x1_2" -> "inception_4c/output_1";
"inception_4c/3x3_reduce_1" -> "inception_4c/3x3_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4c/3x3_reduce_2" -> "inception_4c/3x3_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4c/3x3_1" -> "inception_4c/3x3_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4c/3x3_2" -> "inception_4c/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4c/5x5_reduce_1" -> "inception_4c/5x5_reduce_2";
"inception_4c/5x5_reduce_2" -> "inception_4c/5x5_1";
"inception_4c/5x5_1" -> "inception_4c/5x5_2";
"inception_4c/5x5_2" -> "inception_4c/output_1";
"inception_4c/pool_1" -> "inception_4c/pool_proj_1";
"inception_4c/pool_proj_1" -> "inception_4c/pool_proj_2";
"inception_4c/pool_proj_2" -> "inception_4c/output_1";
"inception_4c/output_1" -> "inception_4d/1x1_1";
"inception_4c/output_1" -> "inception_4d/3x3_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4c/output_1" -> "inception_4d/5x5_reduce_1";
"inception_4c/output_1" -> "inception_4d/pool_1";
"inception_4d/1x1_1" -> "inception_4d/1x1_2";
"inception_4d/1x1_2" -> "inception_4d/output_1";
"inception_4d/3x3_reduce_1" -> "inception_4d/3x3_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4d/3x3_reduce_2" -> "inception_4d/3x3_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4d/3x3_1" -> "inception_4d/3x3_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4d/3x3_2" -> "inception_4d/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4d/5x5_reduce_1" -> "inception_4d/5x5_reduce_2";
"inception_4d/5x5_reduce_2" -> "inception_4d/5x5_1";
"inception_4d/5x5_1" -> "inception_4d/5x5_2";
"inception_4d/5x5_2" -> "inception_4d/output_1";
"inception_4d/pool_1" -> "inception_4d/pool_proj_1";
"inception_4d/pool_proj_1" -> "inception_4d/pool_proj_2";
"inception_4d/pool_proj_2" -> "inception_4d/output_1";
"inception_4d/output_1" -> "inception_4e/1x1_1";
"inception_4d/output_1" -> "inception_4e/3x3_reduce_1";
"inception_4d/output_1" -> "inception_4e/5x5_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4d/output_1" -> "inception_4e/pool_1";
"inception_4e/1x1_1" -> "inception_4e/1x1_2";
"inception_4e/1x1_2" -> "inception_4e/output_1";
"inception_4e/3x3_reduce_1" -> "inception_4e/3x3_reduce_2";
"inception_4e/3x3_reduce_2" -> "inception_4e/3x3_1";
"inception_4e/3x3_1" -> "inception_4e/3x3_2";
"inception_4e/3x3_2" -> "inception_4e/output_1";
"inception_4e/5x5_reduce_1" -> "inception_4e/5x5_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4e/5x5_reduce_2" -> "inception_4e/5x5_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4e/5x5_1" -> "inception_4e/5x5_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4e/5x5_2" -> "inception_4e/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_4e/pool_1" -> "inception_4e/pool_proj_1";
"inception_4e/pool_proj_1" -> "inception_4e/pool_proj_2";
"inception_4e/pool_proj_2" -> "inception_4e/output_1";
"inception_4e/output_1" -> "pool4/3x3_s2_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool4/3x3_s2_1" -> "inception_5a/1x1_1";
"pool4/3x3_s2_1" -> "inception_5a/3x3_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool4/3x3_s2_1" -> "inception_5a/5x5_reduce_1";
"pool4/3x3_s2_1" -> "inception_5a/pool_1";
"inception_5a/1x1_1" -> "inception_5a/1x1_2";
"inception_5a/1x1_2" -> "inception_5a/output_1";
"inception_5a/3x3_reduce_1" -> "inception_5a/3x3_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5a/3x3_reduce_2" -> "inception_5a/3x3_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5a/3x3_1" -> "inception_5a/3x3_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5a/3x3_2" -> "inception_5a/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5a/5x5_reduce_1" -> "inception_5a/5x5_reduce_2";
"inception_5a/5x5_reduce_2" -> "inception_5a/5x5_1";
"inception_5a/5x5_1" -> "inception_5a/5x5_2";
"inception_5a/5x5_2" -> "inception_5a/output_1";
"inception_5a/pool_1" -> "inception_5a/pool_proj_1";
"inception_5a/pool_proj_1" -> "inception_5a/pool_proj_2";
"inception_5a/pool_proj_2" -> "inception_5a/output_1";
"inception_5a/output_1" -> "inception_5b/1x1_1";
"inception_5a/output_1" -> "inception_5b/3x3_reduce_1";
"inception_5a/output_1" -> "inception_5b/5x5_reduce_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5a/output_1" -> "inception_5b/pool_1";
"inception_5b/1x1_1" -> "inception_5b/1x1_2";
"inception_5b/1x1_2" -> "inception_5b/output_1";
"inception_5b/3x3_reduce_1" -> "inception_5b/3x3_reduce_2";
"inception_5b/3x3_reduce_2" -> "inception_5b/3x3_1";
"inception_5b/3x3_1" -> "inception_5b/3x3_2";
"inception_5b/3x3_2" -> "inception_5b/output_1";
"inception_5b/5x5_reduce_1" -> "inception_5b/5x5_reduce_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5b/5x5_reduce_2" -> "inception_5b/5x5_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5b/5x5_1" -> "inception_5b/5x5_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5b/5x5_2" -> "inception_5b/output_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"inception_5b/pool_1" -> "inception_5b/pool_proj_1";
"inception_5b/pool_proj_1" -> "inception_5b/pool_proj_2";
"inception_5b/pool_proj_2" -> "inception_5b/output_1";
"inception_5b/output_1" -> "pool5/7x7_s1_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool5/7x7_s1_1" -> "pool5/7x7_s1_2" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"pool5/7x7_s1_1" -> "_pool5/7x7_s1_mask_1";
"pool5/7x7_s1_2" -> "OC2_DUMMY_0" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"OC2_DUMMY_0" -> "loss3/classifier_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
"loss3/classifier_1" -> "prob_1" [
penwidth=5
pencolor="#c65840"
color="#c65840"
];
}