Remote Execution - pysyft.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "import syft as sy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:root:Torch was already hooked... skipping hooking process\n"
     ]
    }
   ],
   "source": [
    "hook = sy.TorchHook(torch)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "bob = sy.VirtualWorker(hook, id='bob')\n",
    "alice = sy.VirtualWorker(hook, id='alice')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{}"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bob._objects"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = torch.tensor([1, 2, 3])\n",
    "x  = x.send(bob, alice)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<VirtualWorker id:bob #tensors:1>"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<VirtualWorker id:alice #tensors:1>"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alice"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{88144671227: tensor([1, 2, 3])}"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bob._objects"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{69753282334: tensor([1, 2, 3])}"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alice._objects"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'bob'"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bob.id"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bob.is_client_worker"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "16850078470"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x.id"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "x.id_at_location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(Wrapper)>[MultiPointerTensor]\n",
       "\t-> (Wrapper)>[PointerTensor | me:96353456366 -> bob:88144671227]\n",
       "\t-> (Wrapper)>[PointerTensor | me:73465718878 -> alice:69753282334]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[tensor([1, 2, 3]), tensor([1, 2, 3])]"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x.get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{}"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bob._objects"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<VirtualWorker id:me #tensors:0>"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x.owner"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<VirtualWorker id:me #tensors:0>"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hook.local_worker"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{5: <VirtualWorker id:bob #tensors:0>,\n",
       " 7: {},\n",
       " 10: <VirtualWorker id:bob #tensors:0>,\n",
       " 11: {},\n",
       " 12: 'bob',\n",
       " 13: False,\n",
       " 14: 50576064947,\n",
       " 15: 90307188813,\n",
       " 16: tensor([]),\n",
       " 17: tensor([1, 2, 3]),\n",
       " 18: {},\n",
       " 19: <VirtualWorker id:me #tensors:0>,\n",
       " 20: <VirtualWorker id:me #tensors:0>,\n",
       " 24: <VirtualWorker id:bob #tensors:0>,\n",
       " 25: {},\n",
       " 27: <VirtualWorker id:bob #tensors:0>,\n",
       " 28: <VirtualWorker id:alice #tensors:0>,\n",
       " 29: {},\n",
       " 30: {},\n",
       " 31: 'bob',\n",
       " 32: False,\n",
       " 33: 54868636960,\n",
       " 35: tensor([]),\n",
       " 36: [tensor([1, 2, 3]), tensor([1, 2, 3])],\n",
       " 37: {},\n",
       " 38: <VirtualWorker id:me #tensors:0>,\n",
       " 39: <VirtualWorker id:me #tensors:0>,\n",
       " 46: {},\n",
       " 48: <VirtualWorker id:bob #tensors:0>,\n",
       " 49: <VirtualWorker id:alice #tensors:0>,\n",
       " 50: {},\n",
       " 51: {},\n",
       " 52: 'bob',\n",
       " 53: False,\n",
       " 55: 16850078470,\n",
       " 56: 16850078470,\n",
       " 58: tensor([]),\n",
       " 59: [tensor([1, 2, 3]), tensor([1, 2, 3])],\n",
       " 60: {},\n",
       " 61: <VirtualWorker id:me #tensors:0>,\n",
       " 62: <VirtualWorker id:me #tensors:0>}"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Out"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hook.local_worker.is_client_worker"
   ]
  }
 ],
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