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spfrommer
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torchexplorer
Interactively inspect module inputs, outputs, parameters, and gradients.
https://spfrommer.github.io/torchexplorer/
Apache License 2.0
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Manually invoke update of `data.json`.
#55
pascal-mueller
opened
1 month ago
1
visualize GPT2 architecture only input and output
#54
datafireball
opened
2 months ago
1
Basic test script isn't working on vscode remote server
#53
spfrommer
opened
2 months ago
0
Add better error message for bad structure extraction
#52
spfrommer
opened
7 months ago
0
Feature request: color-coded graphs for performance visualization
#51
legel
opened
8 months ago
4
Mac node text too big
#50
spfrommer
opened
8 months ago
0
Cannot display io_grad in standalone mode
#49
StarCycle
closed
8 months ago
2
Tighter graphviz layout
#48
spfrommer
opened
8 months ago
0
Vega interface should detect if it's the wrong version
#47
spfrommer
opened
8 months ago
0
Dragging an active node into empty space should not deactivate the node
#46
spfrommer
opened
8 months ago
0
Resnet first conv grad norm not updating
#45
spfrommer
closed
8 months ago
0
Shorten histogram strings
#44
spfrommer
opened
8 months ago
0
Improve performance
#43
spfrommer
closed
8 months ago
1
Step x axis is off by one
#42
spfrommer
opened
8 months ago
0
Add histogram contour lines
#41
spfrommer
opened
8 months ago
0
Add zoomable histograms
#40
spfrommer
opened
8 months ago
2
Handle loading better in Vega interface
#39
spfrommer
closed
8 months ago
0
Visualisation The page is empty
#38
autumn-2-net
closed
8 months ago
6
Add demos of debugging usage
#37
spfrommer
opened
8 months ago
0
Passing y1 and y1*5 to the mimo test submodule doesn't scale gradients correctly
#36
spfrommer
closed
8 months ago
1
Dragged i/o nodes should have their histograms show up as "Tensor"...
#35
spfrommer
closed
8 months ago
0
Multiple forward() calls in one step should be separate in the interface
#34
spfrommer
opened
8 months ago
0
Improve handling of multiple forwards / backwards calls
#33
spfrommer
closed
8 months ago
0
Add histograms for intermediate tensors in a `forward` call
#32
spfrommer
closed
8 months ago
1
Check functionality with torch.compile
#31
spfrommer
opened
9 months ago
0
Add annotated view of torchexplorer with explanations
#30
spfrommer
closed
9 months ago
1
Clicking on "magnifying glass" icon should open parent
#29
spfrommer
closed
9 months ago
0
For input/output nodes, the "title" should show what kind of Tensor it is
#28
spfrommer
closed
9 months ago
0
Make sample_n optional
#27
spfrommer
closed
9 months ago
0
Fix histogram title formatting
#26
spfrommer
closed
9 months ago
0
Major code refactor
#25
spfrommer
closed
9 months ago
0
Clean up old table artifacts
#24
spfrommer
closed
9 months ago
0
Add edge input/output index metadata
#23
spfrommer
opened
9 months ago
0
Add module input/output tensor PCA view
#22
spfrommer
opened
9 months ago
0
Dragging inputs / outputs into the panels should show tensor and gradient histograms
#21
spfrommer
closed
9 months ago
1
Input/Output nodes should have tensor shape tooltip
#20
spfrommer
closed
9 months ago
0
Add basic standalone example for how to just analyze model structure
#19
spfrommer
closed
9 months ago
1
Pretty print tooltips that are shown in Vega
#18
spfrommer
closed
9 months ago
1
Handle training run start / stopping
#17
spfrommer
closed
9 months ago
2
Check which Python versions are compatible with torchexplorer
#16
spfrommer
closed
9 months ago
0
Display warning / error message when used in wandb Workspace
#15
spfrommer
closed
9 months ago
0
Separate input/output nodes in explorer
#14
spfrommer
closed
9 months ago
0
Add demos for other architectures
#13
spfrommer
closed
9 months ago
1
Check structure extraction behavior for VQ-VAE
#12
spfrommer
closed
9 months ago
0
Add option for whether or not to enable gradients on the root module inputs
#11
spfrommer
opened
10 months ago
0
Test and gracefully handle non-floating point network and module inputs
#10
spfrommer
closed
9 months ago
0
Make grad / grad norm configurable
#9
spfrommer
opened
10 months ago
1
Single and double clicking should both be captured to open nodes
#8
spfrommer
closed
9 months ago
0
If new panel is dragged that is already visualized, old panel should disappear
#7
spfrommer
closed
10 months ago
0
Disable flask messages in standalone
#6
spfrommer
closed
10 months ago
1
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