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View Code? Open in Web Editor NEWDirected Acyclic Graph Studio with Javascript D3
License: MIT License
Directed Acyclic Graph Studio with Javascript D3
License: MIT License
Should be straightforward using the work done in NVIDIA/DIGITS#1009
Requires #4, automatic node and edge placement because the .lua does not have visual (x,y) coordinate system information.
See title.
Technically I guess that makes that part of the graph cyclical, but the graph probably couldn't care less.
In a Caffe networks this looks like:
(...)
layer {
name: "relu1"
type: "ReLU"
bottom: "ip1"
top: "ip1"
}
(...)
Especially useful when you've created something by hand and things get messy.
Can be done with ease after #4. Looks like:
Should be straightforward using the work done in NVIDIA/DIGITS#1009
Requires #4, automatic node and edge placement because the .prototxt does not have visual (x,y) coordinate system information.
Tim: Any interest to convert this into a workflow studio - including conditions and such?
Should structure the graph and snap the nodes in a coordinate system to some kind of grid so that the DAG looks clean.
This is especially useful when a graph is imported that has no 'x,y' structure yet.
Interesting discussion about this on d3/d3#349
Be able to switch frameworks with a (examplatory) toggle.
Although this cyclical behavior is supported since #1, this ^ isn't pretty.
Listing torch layers is pretty easy by listing the contents of nn
for example.
Any recommendations on getting the arguments of the constructor of the layers?
This is needed for caffe.
For example the 'Accuracy' node needs input data and a label as reference. These are two input connections, that need to go to input ports [0] and [1] repectively. This might be problematic to obtain.
From a caffe point of view, this is easy to obtain if this can be solved: BVLC/caffe#4712 . If this cannot be solved, I will have to crawl through the caffe code and obtain and input all the top and bottom i/o's by hand. This will also mess up the dynamic .proto parsing, as I will add things that are static.. sigh..
The layers and their args should preferably be formatted to .json
.
.json
output: https://github.com/TimZaman/dagstudio/blob/master/tests/caffe-all-layers.json.json
output: https://github.com/TimZaman/dagstudio/blob/master/tests/caffe.jsonA declarative, efficient, and flexible JavaScript library for building user interfaces.
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