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				@@ -2,7 +2,7 @@ 
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				  "cells": [ 
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				   { 
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				    "cell_type": "markdown", 
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				-   "id": "appreciated-playing", 
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				+   "id": "boxed-privilege", 
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				    "metadata": {}, 
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				    "source": [ 
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				     "# \n", 
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				@@ -50,7 +50,7 @@ 
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				   }, 
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				   { 
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				    "cell_type": "markdown", 
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				-   "id": "homeless-academy", 
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				+   "id": "royal-holiday", 
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				    "metadata": {}, 
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				    "source": [ 
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				     "<a id=\"Rerun_Cell\"></a>" 
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				@@ -59,7 +59,7 @@ 
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				   { 
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				    "cell_type": "code", 
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				    "execution_count": 30, 
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				-   "id": "through-marketing", 
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				+   "id": "opening-description", 
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				    "metadata": {}, 
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				    "outputs": [], 
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				    "source": [ 
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				@@ -69,7 +69,7 @@ 
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				   { 
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				    "cell_type": "code", 
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				    "execution_count": 29, 
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				-   "id": "legitimate-thermal", 
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				+   "id": "future-explorer", 
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				    "metadata": {}, 
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				    "outputs": [ 
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				     { 
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				@@ -82,7 +82,7 @@ 
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				    ], 
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				    "source": [ 
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				     "%%writefile ./Megatron-LM/profile_SVGPT_BIG.sh\n", 
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				-    "\n", 
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				+    "# Copyright (c) 2020 NVIDIA Corporation.  All rights reserved.\n", 
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				     "MASTER_ADDR=localhost\n", 
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				     "MASTER_PORT=6000\n", 
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				     "NNODES=1 #<-- currently we are using 1 node multigpus\n", 
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				@@ -151,7 +151,7 @@ 
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				   }, 
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				   { 
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				    "cell_type": "markdown", 
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				-   "id": "accurate-riding", 
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				+   "id": "confident-prerequisite", 
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				    "metadata": {}, 
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				    "source": [ 
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				     "---\n", 
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				@@ -162,7 +162,7 @@ 
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				   { 
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				    "cell_type": "code", 
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				    "execution_count": 26, 
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				-   "id": "minimal-lighter", 
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				+   "id": "affecting-function", 
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				    "metadata": {}, 
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				    "outputs": [ 
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				     { 
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				@@ -180,7 +180,7 @@ 
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				   }, 
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				   { 
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				    "cell_type": "markdown", 
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				-   "id": "cutting-patrol", 
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				+   "id": "hairy-dominican", 
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				    "metadata": {}, 
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				    "source": [ 
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				     "---\n", 
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				@@ -205,7 +205,7 @@ 
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				   { 
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				    "cell_type": "code", 
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				    "execution_count": 31, 
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				-   "id": "demographic-macro", 
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				+   "id": "acknowledged-brake", 
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				    "metadata": {}, 
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				    "outputs": [ 
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				     { 
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				@@ -509,7 +509,7 @@ 
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				   }, 
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				   { 
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				    "cell_type": "markdown", 
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				-   "id": "opening-latter", 
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				+   "id": "determined-right", 
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				    "metadata": {}, 
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				    "source": [ 
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				     "## Remember to copy and paste your output on Slack or Zoom\n", 
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				@@ -518,7 +518,7 @@ 
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				   }, 
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				   { 
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				    "cell_type": "markdown", 
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				-   "id": "jewish-tomorrow", 
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				+   "id": "searching-worthy", 
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				    "metadata": {}, 
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				    "source": [ 
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				     "-----\n", 
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