[DOCS] Added .ipynb tutorials in docs
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@@ -2,10 +2,10 @@
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"cells": [
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{
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"cell_type": "markdown",
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"id": "induced-zoning",
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"id": "acute-possession",
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"metadata": {},
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"source": [
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"# Getting Started"
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"# Vector Addition"
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]
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},
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{
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@@ -24,7 +24,7 @@
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"id": "identical-conditions",
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"metadata": {},
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"source": [
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"# Writing the Compute Kernel"
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"## Writing the Compute Kernel"
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]
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},
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{
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@@ -74,7 +74,7 @@
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"id": "forbidden-wednesday",
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"metadata": {},
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"source": [
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"# Writing the Torch bindings"
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"## Writing the Torch bindings"
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]
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},
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{
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@@ -174,7 +174,7 @@
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"id": "exclusive-salvation",
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"metadata": {},
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"source": [
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"# Writing a Unit Test"
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"## Writing a Unit Test"
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]
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},
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{
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@@ -218,7 +218,7 @@
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"id": "polished-australia",
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"metadata": {},
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"source": [
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"# Writing a Benchmark"
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"## Writing a Benchmark"
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]
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},
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{
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@@ -266,7 +266,9 @@
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"cell_type": "code",
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"execution_count": 15,
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"id": "pleasant-valley",
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"metadata": {},
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"metadata": {
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"scrolled": true
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},
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"outputs": [
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{
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"name": "stdout",
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@@ -301,14 +303,6 @@
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"source": [
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"Our op is on-par with Torch's vectorized element-wise kernel when the vectors are large enough. One caveat is that the latency of PyTorch is much smaller for small vectors (3us vs 18-20us). This is something we are actively working on to reduce."
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "agreed-backing",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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