Avik Pal avik-pal

## Augmented Neural ODE Images
Images

## keybase.md

      
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                avik-pal
                / keybase.md
            
            
              Created Oct 26, 2019
            
          
      View keybase.md
  
      
    Keybase proof
I hereby claim:

I am avik-pal on github.
I am avikpal (https://keybase.io/avikpal) on keybase.
I have a public key ASAO4jnq8NTkcyXfyHvWCEeTYsU1k9NlfhG7eSFCz5MVbgo

To claim this, I am signing this object:

  
## Manifest.toml
# This file is machine-generated - editing it directly is not advised

[[AbstractFFTs]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "380e36c66edfa099cd90116b24c1ce8cafccac40"
uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
version = "0.4.1"

[[AbstractTrees]]
deps = ["Markdown", "Test"]

## triangle_coordinates.jl
using RayTracer, Zygote, Flux, Images, Statistics, LinearAlgebra

# Convenience Functions

function create_and_save(color, val)
    img = get_image(color, screen_size.w, screen_size.h)
    save("images/triangle_$(val).jpg", img)
end

# Define the Original Scene Parameters

## cnnvisualize.ipynb

      
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                avik-pal
                / cnnvisualize.ipynb
            
            
              Created Aug 18, 2018
            
              
                Demo showing the use of CNNVisualize.jl
              
          
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## benchmarks.md

      
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                avik-pal
                / benchmarks.md
            
            
              Last active May 30, 2018
            
              
                Benchmarks for Seperable Convolutions in NNlib.jl
              
          
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    Benchmarks for Separable Convolutions in NNlib.jl
NOTE: All the times mentioned are in seconds and only the forward passes are being considered. The reported time is the mean of time for ten iterations.
NOTE: Separable Convolutions => Depthwise Convolution --> Pointwise Convolution. The reverse is also a popular alternative but it might end up taking more time


Input Dimensions
Output Dimensions
Separable Convolutions
Convolutions


32x32x3x1
32x32x32x1
0.000673
0.000910


32x32x64x1
0.001390
0.001698
	# This file is machine-generated - editing it directly is not advised

	[[AbstractFFTs]]
	deps = ["LinearAlgebra"]
	git-tree-sha1 = "380e36c66edfa099cd90116b24c1ce8cafccac40"
	uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
	version = "0.4.1"

	[[AbstractTrees]]
	deps = ["Markdown", "Test"]
	using RayTracer, Zygote, Flux, Images, Statistics, LinearAlgebra

	# Convenience Functions

	function create_and_save(color, val)
	img = get_image(color, screen_size.w, screen_size.h)
	save("images/triangle_$(val).jpg", img)
	end

	# Define the Original Scene Parameters
Input Dimensions	Output Dimensions	Separable Convolutions	Convolutions
32x32x3x1	32x32x32x1	0.000673	0.000910
	32x32x64x1	0.001390	0.001698