diff --git a/lib/binding.ts b/lib/binding.ts
index 9b93c7d..f73f951 100644
--- a/lib/binding.ts
+++ b/lib/binding.ts
@@ -18,8 +18,8 @@ export interface InferenceSessionConstructor {
 }
 
 // construct binding file path
-const GPU_ENABLED = false; // TODO: handle GPU
-const suffix = GPU_ENABLED ? '_gpu' : '';
-const arch = process.platform === 'win32' ? 'win' : 'linux';
+const GPU_ENABLED = false;  // TODO: handle GPU
 
-export const binding = require(`../bin/${arch}${suffix}-x64/onnxruntime${suffix}.node`) as {InferenceSession: InferenceSessionConstructor};
+export const binding =
+    require(`../bin/napi-v3/${GPU_ENABLED ? 'gpu' : 'cpu'}/onnxruntime${GPU_ENABLED ? '_gpu' : ''}.node`) as
+    {InferenceSession: InferenceSessionConstructor};
diff --git a/package-lock.json b/package-lock.json
index b53db87..c2d60e5 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -20,6 +20,40 @@
       "integrity": "sha512-shAmDyaQC4H92APFoIaVDHCx5bStIocgvbwQyxPRrbUY20V1EYTbSDchWbuwlMG3V17cprZhA6+78JfB+3DTPw==",
       "dev": true
     },
+    "@octokit/rest": {
+      "version": "15.18.1",
+      "resolved": "https://registry.npmjs.org/@octokit/rest/-/rest-15.18.1.tgz",
+      "integrity": "sha512-g2tecjp2TEtYV8bKAFvfQtu+W29HM7ektmWmw8zrMy9/XCKDEYRErR2YvvhN9+IxkLC4O3lDqYP4b6WgsL6Utw==",
+      "dev": true,
+      "requires": {
+        "before-after-hook": "^1.1.0",
+        "btoa-lite": "^1.0.0",
+        "debug": "^3.1.0",
+        "http-proxy-agent": "^2.1.0",
+        "https-proxy-agent": "^2.2.0",
+        "lodash": "^4.17.4",
+        "node-fetch": "^2.1.1",
+        "universal-user-agent": "^2.0.0",
+        "url-template": "^2.0.8"
+      },
+      "dependencies": {
+        "debug": {
+          "version": "3.2.6",
+          "resolved": "https://registry.npmjs.org/debug/-/debug-3.2.6.tgz",
+          "integrity": "sha512-mel+jf7nrtEl5Pn1Qx46zARXKDpBbvzezse7p7LqINmdoIk8PYP5SySaxEmYv6TZ0JyEKA1hsCId6DIhgITtWQ==",
+          "dev": true,
+          "requires": {
+            "ms": "^2.1.1"
+          }
+        },
+        "ms": {
+          "version": "2.1.1",
+          "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.1.tgz",
+          "integrity": "sha512-tgp+dl5cGk28utYktBsrFqA7HKgrhgPsg6Z/EfhWI4gl1Hwq8B/GmY/0oXZ6nF8hDVesS/FpnYaD/kOWhYQvyg==",
+          "dev": true
+        }
+      }
+    },
     "@protobufjs/aspromise": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/@protobufjs/aspromise/-/aspromise-1.1.2.tgz",
@@ -142,6 +176,20 @@
         "@types/node": "*"
       }
     },
+    "abbrev": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/abbrev/-/abbrev-1.1.1.tgz",
+      "integrity": "sha512-nne9/IiQ/hzIhY6pdDnbBtz7DjPTKrY00P/zvPSm5pOFkl6xuGrGnXn/VtTNNfNtAfZ9/1RtehkszU9qcTii0Q=="
+    },
+    "agent-base": {
+      "version": "4.2.1",
+      "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-4.2.1.tgz",
+      "integrity": "sha512-JVwXMr9nHYTUXsBFKUqhJwvlcYU/blreOEUkhNR2eXZIvwd+c+o5V4MgDPKWnMS/56awN3TRzIP+KoPn+roQtg==",
+      "dev": true,
+      "requires": {
+        "es6-promisify": "^5.0.0"
+      }
+    },
     "ajv": {
       "version": "6.9.2",
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.9.2.tgz",
@@ -175,8 +223,7 @@
     "ansi-regex": {
       "version": "2.1.1",
       "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-2.1.1.tgz",
-      "integrity": "sha1-w7M6te42DYbg5ijwRorn7yfWVN8=",
-      "dev": true
+      "integrity": "sha1-w7M6te42DYbg5ijwRorn7yfWVN8="
     },
     "ansi-styles": {
       "version": "3.2.1",
@@ -187,6 +234,11 @@
         "color-convert": "^1.9.0"
       }
     },
+    "aproba": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/aproba/-/aproba-1.2.0.tgz",
+      "integrity": "sha512-Y9J6ZjXtoYh8RnXVCMOU/ttDmk1aBjunq9vO0ta5x85WDQiQfUF9sIPBITdbiiIVcBo03Hi3jMxigBtsddlXRw=="
+    },
     "are-we-there-yet": {
       "version": "1.0.6",
       "resolved": "https://registry.npmjs.org/are-we-there-yet/-/are-we-there-yet-1.0.6.tgz",
@@ -325,8 +377,7 @@
     "balanced-match": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.0.tgz",
-      "integrity": "sha1-ibTRmasr7kneFk6gK4nORi1xt2c=",
-      "dev": true
+      "integrity": "sha1-ibTRmasr7kneFk6gK4nORi1xt2c="
     },
     "base": {
       "version": "0.11.2",
@@ -392,6 +443,12 @@
         "tweetnacl": "^0.14.3"
       }
     },
+    "before-after-hook": {
+      "version": "1.3.2",
+      "resolved": "https://registry.npmjs.org/before-after-hook/-/before-after-hook-1.3.2.tgz",
+      "integrity": "sha512-zyPgY5dgbf99c0uGUjhY4w+mxqEGxPKg9RQDl34VvrVh2bM31lFN+mwR1ZHepq/KA3VCPk1gwJZL6IIJqjLy2w==",
+      "dev": true
+    },
     "big-integer": {
       "version": "1.6.42",
       "resolved": "https://registry.npmjs.org/big-integer/-/big-integer-1.6.42.tgz",
@@ -418,7 +475,6 @@
       "version": "1.1.11",
       "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
       "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
-      "dev": true,
       "requires": {
         "balanced-match": "^1.0.0",
         "concat-map": "0.0.1"
@@ -459,6 +515,12 @@
       "integrity": "sha512-qhAVI1+Av2X7qelOfAIYwXONood6XlZE/fXaBSmW/T5SzLAmCgzi+eiWE7fUvbHaeNBQH13UftjpXxsfLkMpgw==",
       "dev": true
     },
+    "btoa-lite": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/btoa-lite/-/btoa-lite-1.0.0.tgz",
+      "integrity": "sha1-M3dm2hWAEhD92VbCLpxokaudAzc=",
+      "dev": true
+    },
     "buffer-indexof-polyfill": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/buffer-indexof-polyfill/-/buffer-indexof-polyfill-1.0.1.tgz",
@@ -546,8 +608,7 @@
     "chownr": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/chownr/-/chownr-1.1.1.tgz",
-      "integrity": "sha512-j38EvO5+LHX84jlo6h4UzmOwi0UgW61WRyPtJz4qaadK5eY3BTS5TY/S1Stc3Uk2lIM6TPevAlULiEJwie860g==",
-      "dev": true
+      "integrity": "sha512-j38EvO5+LHX84jlo6h4UzmOwi0UgW61WRyPtJz4qaadK5eY3BTS5TY/S1Stc3Uk2lIM6TPevAlULiEJwie860g=="
     },
     "clang-format": {
       "version": "1.2.4",
@@ -650,8 +711,7 @@
     "code-point-at": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/code-point-at/-/code-point-at-1.1.0.tgz",
-      "integrity": "sha1-DQcLTQQ6W+ozovGkDi7bPZpMz3c=",
-      "dev": true
+      "integrity": "sha1-DQcLTQQ6W+ozovGkDi7bPZpMz3c="
     },
     "collection-visit": {
       "version": "1.0.0",
@@ -705,8 +765,12 @@
     "concat-map": {
       "version": "0.0.1",
       "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
-      "integrity": "sha1-2Klr13/Wjfd5OnMDajug1UBdR3s=",
-      "dev": true
+      "integrity": "sha1-2Klr13/Wjfd5OnMDajug1UBdR3s="
+    },
+    "console-control-strings": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/console-control-strings/-/console-control-strings-1.1.0.tgz",
+      "integrity": "sha1-PXz0Rk22RG6mRL9LOVB/mFEAjo4="
     },
     "copy-descriptor": {
       "version": "0.1.1",
@@ -717,8 +781,7 @@
     "core-util-is": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.2.tgz",
-      "integrity": "sha1-tf1UIgqivFq1eqtxQMlAdUUDwac=",
-      "dev": true
+      "integrity": "sha1-tf1UIgqivFq1eqtxQMlAdUUDwac="
     },
     "cross-spawn": {
       "version": "6.0.5",
@@ -754,7 +817,6 @@
       "version": "2.6.9",
       "resolved": "https://registry.npmjs.org/debug/-/debug-2.6.9.tgz",
       "integrity": "sha512-bC7ElrdJaJnPbAP+1EotYvqZsb3ecl5wi6Bfi6BJTUcNowp6cvspg0jXznRTKDjm/E7AdgFBVeAPVMNcKGsHMA==",
-      "dev": true,
       "requires": {
         "ms": "2.0.0"
       }
@@ -774,8 +836,7 @@
     "deep-extend": {
       "version": "0.6.0",
       "resolved": "https://registry.npmjs.org/deep-extend/-/deep-extend-0.6.0.tgz",
-      "integrity": "sha512-LOHxIOaPYdHlJRtCQfDIVZtfw/ufM8+rVj649RIHzcm/vGwQRXFt6OPqIFWsm2XEMrNIEtWR64sY1LEKD2vAOA==",
-      "dev": true
+      "integrity": "sha512-LOHxIOaPYdHlJRtCQfDIVZtfw/ufM8+rVj649RIHzcm/vGwQRXFt6OPqIFWsm2XEMrNIEtWR64sY1LEKD2vAOA=="
     },
     "define-properties": {
       "version": "1.1.3",
@@ -836,8 +897,7 @@
     "delegates": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/delegates/-/delegates-1.0.0.tgz",
-      "integrity": "sha1-hMbhWbgZBP3KWaDvRM2HDTElD5o=",
-      "dev": true
+      "integrity": "sha1-hMbhWbgZBP3KWaDvRM2HDTElD5o="
     },
     "detect-file": {
       "version": "1.0.0",
@@ -845,6 +905,11 @@
       "integrity": "sha1-8NZtA2cqglyxtzvbP+YjEMjlUrc=",
       "dev": true
     },
+    "detect-libc": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/detect-libc/-/detect-libc-1.0.3.tgz",
+      "integrity": "sha1-+hN8S9aY7fVc1c0CrFWfkaTEups="
+    },
     "diff": {
       "version": "3.5.0",
       "resolved": "https://registry.npmjs.org/diff/-/diff-3.5.0.tgz",
@@ -939,6 +1004,21 @@
         "is-symbol": "^1.0.2"
       }
     },
+    "es6-promise": {
+      "version": "4.2.6",
+      "resolved": "https://registry.npmjs.org/es6-promise/-/es6-promise-4.2.6.tgz",
+      "integrity": "sha512-aRVgGdnmW2OiySVPUC9e6m+plolMAJKjZnQlCwNSuK5yQ0JN61DZSO1X1Ufd1foqWRAlig0rhduTCHe7sVtK5Q==",
+      "dev": true
+    },
+    "es6-promisify": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/es6-promisify/-/es6-promisify-5.0.0.tgz",
+      "integrity": "sha1-UQnWLz5W6pZ8S2NQWu8IKRyKUgM=",
+      "dev": true,
+      "requires": {
+        "es6-promise": "^4.0.3"
+      }
+    },
     "escape-string-regexp": {
       "version": "1.0.5",
       "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz",
@@ -1253,7 +1333,6 @@
       "version": "1.2.5",
       "resolved": "https://registry.npmjs.org/fs-minipass/-/fs-minipass-1.2.5.tgz",
       "integrity": "sha512-JhBl0skXjUPCFH7x6x61gQxrKyXsxB5gcgePLZCwfyCGGsTISMoIeObbrvVeP6Xmyaudw4TT43qV2Gz+iyd2oQ==",
-      "dev": true,
       "requires": {
         "minipass": "^2.2.1"
       }
@@ -1261,8 +1340,7 @@
     "fs.realpath": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/fs.realpath/-/fs.realpath-1.0.0.tgz",
-      "integrity": "sha1-FQStJSMVjKpA20onh8sBQRmU6k8=",
-      "dev": true
+      "integrity": "sha1-FQStJSMVjKpA20onh8sBQRmU6k8="
     },
     "fstream": {
       "version": "1.0.11",
@@ -1329,7 +1407,6 @@
       "version": "7.1.3",
       "resolved": "https://registry.npmjs.org/glob/-/glob-7.1.3.tgz",
       "integrity": "sha512-vcfuiIxogLV4DlGBHIUOwI0IbrJ8HWPc4MU7HzviGeNho/UJDfi6B5p3sHeWIQ0KGIU0Jpxi5ZHxemQfLkkAwQ==",
-      "dev": true,
       "requires": {
         "fs.realpath": "^1.0.0",
         "inflight": "^1.0.4",
@@ -1463,8 +1540,7 @@
     "has-unicode": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/has-unicode/-/has-unicode-2.0.1.tgz",
-      "integrity": "sha1-4Ob+aijPUROIVeCG0Wkedx3iqLk=",
-      "dev": true
+      "integrity": "sha1-4Ob+aijPUROIVeCG0Wkedx3iqLk="
     },
     "has-value": {
       "version": "1.0.0",
@@ -1513,6 +1589,27 @@
         "parse-passwd": "^1.0.0"
       }
     },
+    "http-proxy-agent": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/http-proxy-agent/-/http-proxy-agent-2.1.0.tgz",
+      "integrity": "sha512-qwHbBLV7WviBl0rQsOzH6o5lwyOIvwp/BdFnvVxXORldu5TmjFfjzBcWUWS5kWAZhmv+JtiDhSuQCp4sBfbIgg==",
+      "dev": true,
+      "requires": {
+        "agent-base": "4",
+        "debug": "3.1.0"
+      },
+      "dependencies": {
+        "debug": {
+          "version": "3.1.0",
+          "resolved": "https://registry.npmjs.org/debug/-/debug-3.1.0.tgz",
+          "integrity": "sha512-OX8XqP7/1a9cqkxYw2yXss15f26NKWBpDXQd0/uK/KPqdQhxbPa994hnzjcE2VqQpDslf55723cKPUOGSmMY3g==",
+          "dev": true,
+          "requires": {
+            "ms": "2.0.0"
+          }
+        }
+      }
+    },
     "http-signature": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/http-signature/-/http-signature-1.2.0.tgz",
@@ -1524,17 +1621,59 @@
         "sshpk": "^1.7.0"
       }
     },
+    "https-proxy-agent": {
+      "version": "2.2.1",
+      "resolved": "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-2.2.1.tgz",
+      "integrity": "sha512-HPCTS1LW51bcyMYbxUIOO4HEOlQ1/1qRaFWcyxvwaqUS9TY88aoEuHUY33kuAh1YhVVaDQhLZsnPd+XNARWZlQ==",
+      "dev": true,
+      "requires": {
+        "agent-base": "^4.1.0",
+        "debug": "^3.1.0"
+      },
+      "dependencies": {
+        "debug": {
+          "version": "3.2.6",
+          "resolved": "https://registry.npmjs.org/debug/-/debug-3.2.6.tgz",
+          "integrity": "sha512-mel+jf7nrtEl5Pn1Qx46zARXKDpBbvzezse7p7LqINmdoIk8PYP5SySaxEmYv6TZ0JyEKA1hsCId6DIhgITtWQ==",
+          "dev": true,
+          "requires": {
+            "ms": "^2.1.1"
+          }
+        },
+        "ms": {
+          "version": "2.1.1",
+          "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.1.tgz",
+          "integrity": "sha512-tgp+dl5cGk28utYktBsrFqA7HKgrhgPsg6Z/EfhWI4gl1Hwq8B/GmY/0oXZ6nF8hDVesS/FpnYaD/kOWhYQvyg==",
+          "dev": true
+        }
+      }
+    },
+    "iconv-lite": {
+      "version": "0.4.24",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.4.24.tgz",
+      "integrity": "sha512-v3MXnZAcvnywkTUEZomIActle7RXXeedOR31wwl7VlyoXO4Qi9arvSenNQWne1TcRwhCL1HwLI21bEqdpj8/rA==",
+      "requires": {
+        "safer-buffer": ">= 2.1.2 < 3"
+      }
+    },
     "ignore": {
       "version": "4.0.6",
       "resolved": "https://registry.npmjs.org/ignore/-/ignore-4.0.6.tgz",
       "integrity": "sha512-cyFDKrqc/YdcWFniJhzI42+AzS+gNwmUzOSFcRCQYwySuBBBy/KjuxWLZ/FHEH6Moq1NizMOBWyTcv8O4OZIMg==",
       "dev": true
     },
+    "ignore-walk": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/ignore-walk/-/ignore-walk-3.0.1.tgz",
+      "integrity": "sha512-DTVlMx3IYPe0/JJcYP7Gxg7ttZZu3IInhuEhbchuqneY9wWe5Ojy2mXLBaQFUQmo0AW2r3qG7m1mg86js+gnlQ==",
+      "requires": {
+        "minimatch": "^3.0.4"
+      }
+    },
     "inflight": {
       "version": "1.0.6",
       "resolved": "https://registry.npmjs.org/inflight/-/inflight-1.0.6.tgz",
       "integrity": "sha1-Sb1jMdfQLQwJvJEKEHW6gWW1bfk=",
-      "dev": true,
       "requires": {
         "once": "^1.3.0",
         "wrappy": "1"
@@ -1543,14 +1682,12 @@
     "inherits": {
       "version": "2.0.3",
       "resolved": "https://registry.npmjs.org/inherits/-/inherits-2.0.3.tgz",
-      "integrity": "sha1-Yzwsg+PaQqUC9SRmAiSA9CCCYd4=",
-      "dev": true
+      "integrity": "sha1-Yzwsg+PaQqUC9SRmAiSA9CCCYd4="
     },
     "ini": {
       "version": "1.3.5",
       "resolved": "https://registry.npmjs.org/ini/-/ini-1.3.5.tgz",
-      "integrity": "sha512-RZY5huIKCMRWDUqZlEi72f/lmXKMvuszcMBduliQ3nnWbx9X/ZBQO7DijMEYS9EhHBb2qacRUMtC7svLwe0lcw==",
-      "dev": true
+      "integrity": "sha512-RZY5huIKCMRWDUqZlEi72f/lmXKMvuszcMBduliQ3nnWbx9X/ZBQO7DijMEYS9EhHBb2qacRUMtC7svLwe0lcw=="
     },
     "invert-kv": {
       "version": "1.0.0",
@@ -1655,7 +1792,6 @@
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-1.0.0.tgz",
       "integrity": "sha1-754xOG8DGn8NZDr4L95QxFfvAMs=",
-      "dev": true,
       "requires": {
         "number-is-nan": "^1.0.0"
       }
@@ -1743,8 +1879,7 @@
     "isarray": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/isarray/-/isarray-1.0.0.tgz",
-      "integrity": "sha1-u5NdSFgsuhaMBoNJV6VKPgcSTxE=",
-      "dev": true
+      "integrity": "sha1-u5NdSFgsuhaMBoNJV6VKPgcSTxE="
     },
     "isexe": {
       "version": "2.0.0",
@@ -1888,6 +2023,12 @@
       "resolved": "https://registry.npmjs.org/long/-/long-4.0.0.tgz",
       "integrity": "sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA=="
     },
+    "macos-release": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/macos-release/-/macos-release-2.0.0.tgz",
+      "integrity": "sha512-iCM3ZGeqIzlrH7KxYK+fphlJpCCczyHXc+HhRVbEu9uNTCrzYJjvvtefzeKTCVHd5AP/aD/fzC80JZ4ZP+dQ/A==",
+      "dev": true
+    },
     "map-age-cleaner": {
       "version": "0.1.3",
       "resolved": "https://registry.npmjs.org/map-age-cleaner/-/map-age-cleaner-0.1.3.tgz",
@@ -1984,7 +2125,6 @@
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+      "version": "2.0.8",
+      "resolved": "https://registry.npmjs.org/url-template/-/url-template-2.0.8.tgz",
+      "integrity": "sha1-/FZaPMy/93MMd19WQflVV5FDnyE=",
+      "dev": true
+    },
     "use": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/use/-/use-3.1.1.tgz",
@@ -3366,8 +3673,7 @@
     "util-deprecate": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
-      "integrity": "sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=",
-      "dev": true
+      "integrity": "sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8="
     },
     "uuid": {
       "version": "3.3.2",
@@ -3405,7 +3711,6 @@
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.3.tgz",
       "integrity": "sha512-QGkOQc8XL6Bt5PwnsExKBPuMKBxnGxWWW3fU55Xt4feHozMUhdUMaBCk290qpm/wG5u/RSKzwdAC4i51YigihA==",
-      "dev": true,
       "requires": {
         "string-width": "^1.0.2 || 2"
       }
@@ -3416,6 +3721,38 @@
       "integrity": "sha1-+OGqHuWlPsW/FR/6CXQqatdpeHY=",
       "dev": true
     },
+    "windows-release": {
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/windows-release/-/windows-release-3.1.0.tgz",
+      "integrity": "sha512-hBb7m7acFgQPQc222uEQTmdcGLeBmQLNLFIh0rDk3CwFOBrfjefLzEfEfmpMq8Af/n/GnFf3eYf203FY1PmudA==",
+      "dev": true,
+      "requires": {
+        "execa": "^0.10.0"
+      },
+      "dependencies": {
+        "execa": {
+          "version": "0.10.0",
+          "resolved": "https://registry.npmjs.org/execa/-/execa-0.10.0.tgz",
+          "integrity": "sha512-7XOMnz8Ynx1gGo/3hyV9loYNPWM94jG3+3T3Y8tsfSstFmETmENCMU/A/zj8Lyaj1lkgEepKepvd6240tBRvlw==",
+          "dev": true,
+          "requires": {
+            "cross-spawn": "^6.0.0",
+            "get-stream": "^3.0.0",
+            "is-stream": "^1.1.0",
+            "npm-run-path": "^2.0.0",
+            "p-finally": "^1.0.0",
+            "signal-exit": "^3.0.0",
+            "strip-eof": "^1.0.0"
+          }
+        },
+        "get-stream": {
+          "version": "3.0.0",
+          "resolved": "https://registry.npmjs.org/get-stream/-/get-stream-3.0.0.tgz",
+          "integrity": "sha1-jpQ9E1jcN1VQVOy+LtsFqhdO3hQ=",
+          "dev": true
+        }
+      }
+    },
     "wrap-ansi": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-2.1.0.tgz",
@@ -3429,8 +3766,7 @@
     "wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
-      "dev": true
+      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8="
     },
     "y18n": {
       "version": "3.2.1",
@@ -3441,8 +3777,7 @@
     "yallist": {
       "version": "3.0.3",
       "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.0.3.tgz",
-      "integrity": "sha512-S+Zk8DEWE6oKpV+vI3qWkaK+jSbIK86pCwe2IF/xwIpQ8jEuxpw9NyaGjmp9+BoJv5FV2piqCDcoCtStppiq2A==",
-      "dev": true
+      "integrity": "sha512-S+Zk8DEWE6oKpV+vI3qWkaK+jSbIK86pCwe2IF/xwIpQ8jEuxpw9NyaGjmp9+BoJv5FV2piqCDcoCtStppiq2A=="
     },
     "yargs": {
       "version": "3.32.0",
diff --git a/package.json b/package.json
index 018c704..622a8d9 100644
--- a/package.json
+++ b/package.json
@@ -1,21 +1,31 @@
 {
   "name": "onnxjs-node",
-  "version": "0.0.1",
   "description": "",
+  "version": "0.0.1",
+  "author": "fs-eire",
   "main": "index.js",
   "scripts": {
-    "prepare": "npm run build",
+    "install": "node-pre-gyp install --fallback-to-build=false || npm run build",
     "build": "tsc && node ./scripts/build",
     "buildd": "tsc && node ./scripts/build --debug",
+    "rebuild": "tsc && node ./scripts/build --rebuild",
+    "rebuildd": "tsc && node ./scripts/build --debug --rebuild",
     "test": "mocha ./test/test-main",
     "prepublishOnly": "npm test",
     "format": "clang-format --glob=\"{{lib,test,scripts}/**/*.ts,src/**/*.{cc,h}}\" --style=file -i"
   },
+  "binary": {
+    "module_name": "cpu/onnxruntime",
+    "module_path": "./bin/napi-v{napi_build_version}",
+    "package_name": "onnxruntime-{platform}-{arch}-{node_napi_label}.tar.gz",
+    "host": "https://github.com/fs-eire/onnxjs-node/releases/download/",
+    "remote_path": "{version}",
+    "napi_versions": [3]
+  },
   "repository": {
     "type": "git",
     "url": "git+https://github.com/fs-eire/onnxjs-node.git"
   },
-  "author": "",
   "license": "MIT",
   "bugs": {
     "url": "https://github.com/fs-eire/onnxjs-node/issues"
@@ -32,11 +42,13 @@
     "globby": "^9.0.0",
     "mocha": "^6.0.2",
     "node-addon-api": "^1.6.2",
+    "node-pre-gyp-github": "^1.4.3",
     "onnx-proto": "^3.1.1",
     "rimraf": "^2.6.3",
     "typescript": "^3.1.6"
   },
   "dependencies": {
+    "node-pre-gyp": "^0.12.0",
     "onnxjs": "^0.1.3"
   }
 }
diff --git a/scripts/build.ts b/scripts/build.ts
index beba5a9..5472d2f 100644
--- a/scripts/build.ts
+++ b/scripts/build.ts
@@ -1,19 +1,20 @@
 import {execSync, spawnSync} from 'child_process';
 import * as fs from 'fs';
+import * as fs_extra from 'fs-extra';
 import * as os from 'os';
 import * as path from 'path';
 import * as rimraf from 'rimraf';
-import * as fs_extra from 'fs-extra';
 
 // command line flags
-const DEBUG = process.argv.slice(2).indexOf('--debug') !== -1 || process.argv.slice(2).indexOf('-d') !== -1;
+const DEBUG = process.argv.slice(2).indexOf('--debug') !== -1;
+const REBUILD = process.argv.slice(2).indexOf('--rebuild') !== -1;
 
 // configs
 const BUILD_TYPE = DEBUG ? 'Debug' : 'Release';
 
 // build paths
 const ROOT = path.join(__dirname, '..');
-const BIN = path.join(ROOT, 'bin');
+const BIN = path.join(ROOT, 'bin', 'napi-v3');
 const NPM_BIN_FOLDER = execSync('npm bin', {encoding: 'utf8'}).trimRight();
 const CMAKE_JS_FULL_PATH = path.join(NPM_BIN_FOLDER, 'cmake-js');
 const BUILD_OUTPUT_FOLDER = path.join(ROOT, 'build', BUILD_TYPE);
@@ -33,7 +34,7 @@ if (update.status !== 0) {
 
 console.log('BUILD [2/3] build node binding ...');
 
-const cmakejsArgs = ['compile', '-G"Visual Studio 15 2017 Win64"'];
+const cmakejsArgs = [(REBUILD ? 'rebuild' : 'compile'), '-G"Visual Studio 15 2017 Win64"'];
 if (DEBUG) cmakejsArgs.push('-D');
 
 const cmakejs = spawnSync(CMAKE_JS_FULL_PATH, cmakejsArgs, {shell: true, stdio: 'inherit'});
@@ -52,20 +53,22 @@ if (fs.existsSync(BIN)) {
 fs.mkdirSync(BIN);
 
 if (os.platform() === 'win32') {
-  fs.mkdirSync(path.join(BIN, 'win-x64'));
-  fs_extra.copySync(path.join(ONNXRUNTIME_DIST, 'win-x64'), path.join(BIN, 'win-x64'));
+  fs.mkdirSync(path.join(BIN, 'cpu'));
+  fs_extra.copySync(path.join(ONNXRUNTIME_DIST, 'win-x64'), path.join(BIN, 'cpu'));
 
-  fs.copyFileSync(path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime.node'), path.join(BIN, 'win-x64', 'onnxruntime.node'));
+  fs.copyFileSync(path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime.node'), path.join(BIN, 'cpu', 'onnxruntime.node'));
   if (DEBUG && fs.existsSync(path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime.pdb'))) {
-    fs.copyFileSync(path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime.pdb'), path.join(BIN, 'win-x64', 'onnxruntime.pdb'));
+    fs.copyFileSync(path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime.pdb'), path.join(BIN, 'cpu', 'onnxruntime.pdb'));
   }
 
-  fs.mkdirSync(path.join(BIN, 'win_gpu-x64'));
-  fs_extra.copySync(path.join(ONNXRUNTIME_DIST, 'win_gpu-x64'), path.join(BIN, 'win_gpu-x64'));
+  fs.mkdirSync(path.join(BIN, 'gpu'));
+  fs_extra.copySync(path.join(ONNXRUNTIME_DIST, 'win_gpu-x64'), path.join(BIN, 'gpu'));
 
-  fs.copyFileSync(path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime_gpu.node'), path.join(BIN, 'win_gpu-x64', 'onnxruntime_gpu.node'));
+  fs.copyFileSync(
+      path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime_gpu.node'), path.join(BIN, 'gpu', 'onnxruntime_gpu.node'));
   if (DEBUG && fs.existsSync(path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime_gpu.pdb'))) {
-    fs.copyFileSync(path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime_gpu.pdb'), path.join(BIN, 'win_gpu-x64', 'onnxruntime_gpu.pdb'));
+    fs.copyFileSync(
+        path.join(BUILD_OUTPUT_FOLDER, 'onnxruntime_gpu.pdb'), path.join(BIN, 'gpu', 'onnxruntime_gpu.pdb'));
   }
 } else if (os.platform() === 'darwin') {
   throw new Error('currently not support macOS');