| 1 | /**
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| 2 | * @license
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| 3 | * Copyright 2018 Google LLC. All Rights Reserved.
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| 4 | * Licensed under the Apache License, Version 2.0 (the "License");
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| 5 | * you may not use this file except in compliance with the License.
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| 6 | * You may obtain a copy of the License at
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| 7 | *
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| 8 | * http://www.apache.org/licenses/LICENSE-2.0
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| 9 | *
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| 10 | * Unless required by applicable law or agreed to in writing, software
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| 11 | * distributed under the License is distributed on an "AS IS" BASIS,
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| 12 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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| 13 | * See the License for the specific language governing permissions and
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| 14 | * limitations under the License.
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| 15 | * =============================================================================
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| 16 | */
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| 17 | // tslint:disable-next-line: no-imports-from-dist
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| 18 | import * as tfOps from '@tensorflow/tfjs-core/dist/ops/ops_for_converter';
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| 19 | import { cloneTensor, getParamValue, getTensor } from './utils';
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| 20 | export const executeOp = (node, tensorMap, context, ops = tfOps) => {
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| 21 | switch (node.op) {
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| 22 | case 'Const': {
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| 23 | return tensorMap[node.name];
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| 24 | }
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| 25 | case 'PlaceholderWithDefault':
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| 26 | const def = getParamValue('default', node, tensorMap, context);
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| 27 | return [getTensor(node.name, tensorMap, context) || def];
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| 28 | case 'Placeholder':
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| 29 | return [getTensor(node.name, tensorMap, context)];
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| 30 | case 'Identity':
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| 31 | case 'StopGradient':
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| 32 | case 'FakeQuantWithMinMaxVars': { // This op is currently ignored.
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| 33 | const data = getParamValue('x', node, tensorMap, context);
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| 34 | return [cloneTensor(data)];
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| 35 | }
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| 36 | case 'IdentityN':
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| 37 | return getParamValue('x', node, tensorMap, context)
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| 38 | .map((t) => cloneTensor(t));
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| 39 | case 'Snapshot':
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| 40 | const snapshot = getParamValue('x', node, tensorMap, context);
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| 41 | return [cloneTensor(snapshot)];
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| 42 | case 'Shape':
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| 43 | return [ops.tensor1d(getParamValue('x', node, tensorMap, context).shape, 'int32')];
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| 44 | case 'ShapeN':
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| 45 | return getParamValue('x', node, tensorMap, context)
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| 46 | .map((t) => ops.tensor1d(t.shape));
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| 47 | case 'Size':
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| 48 | return [ops.scalar(getParamValue('x', node, tensorMap, context).size, 'int32')];
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| 49 | case 'Rank':
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| 50 | return [ops.scalar(getParamValue('x', node, tensorMap, context).rank, 'int32')];
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| 51 | case 'NoOp':
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| 52 | return [ops.scalar(1)];
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| 53 | case 'Print':
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| 54 | const input = getParamValue('x', node, tensorMap, context);
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| 55 | const data = getParamValue('data', node, tensorMap, context);
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| 56 | const message = getParamValue('message', node, tensorMap, context);
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| 57 | const summarize = getParamValue('summarize', node, tensorMap, context);
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| 58 | console.warn('The graph has a tf.print() operation,' +
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| 59 | 'usually used for debugging, which slows down performance.');
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| 60 | console.log(message);
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| 61 | for (let i = 0; i < data.length; i++) {
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| 62 | console.log(Array.prototype.slice.call(data[i].dataSync())
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| 63 | .slice(0, summarize));
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| 64 | }
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| 65 | return [input];
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| 66 | default:
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| 67 | throw TypeError(`Node type ${node.op} is not implemented`);
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| 68 | }
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| 69 | };
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| 70 | export const CATEGORY = 'graph';
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| 71 | //# sourceMappingURL=data:application/json;base64,{"version":3,"file":"graph_executor.js","sourceRoot":"","sources":["../../../../../../../tfjs-converter/src/operations/executors/graph_executor.ts"],"names":[],"mappings":"AAAA;;;;;;;;;;;;;;;GAeG;AAGH,iDAAiD;AACjD,OAAO,KAAK,KAAK,MAAM,kDAAkD,CAAC;AAM1E,OAAO,EAAC,WAAW,EAAE,aAAa,EAAE,SAAS,EAAC,MAAM,SAAS,CAAC;AAE9D,MAAM,CAAC,MAAM,SAAS,GAClB,CAAC,IAAU,EAAE,SAA0B,EACtC,OAAyB,EAAE,GAAG,GAAG,KAAK,EAAY,EAAE;IACnD,QAAQ,IAAI,CAAC,EAAE,EAAE;QACf,KAAK,OAAO,CAAC,CAAC;YACZ,OAAO,SAAS,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC;SAC7B;QACD,KAAK,wBAAwB;YAC3B,MAAM,GAAG,GACL,aAAa,CAAC,SAAS,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAW,CAAC;YACjE,OAAO,CAAC,SAAS,CAAC,IAAI,CAAC,IAAI,EAAE,SAAS,EAAE,OAAO,CAAC,IAAI,GAAG,CAAC,CAAC;QAC3D,KAAK,aAAa;YAChB,OAAO,CAAC,SAAS,CAAC,IAAI,CAAC,IAAI,EAAE,SAAS,EAAE,OAAO,CAAC,CAAC,CAAC;QACpD,KAAK,UAAU,CAAC;QAChB,KAAK,cAAc,CAAC;QACpB,KAAK,yBAAyB,CAAC,CAAC,EAAG,gCAAgC;YACjE,MAAM,IAAI,GAAG,aAAa,CAAC,GAAG,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAW,CAAC;YACpE,OAAO,CAAC,WAAW,CAAC,IAAI,CAAC,CAAC,CAAC;SAC5B;QACD,KAAK,WAAW;YACd,OAAQ,aAAa,CAAC,GAAG,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAc;iBAC5D,GAAG,CAAC,CAAC,CAAS,EAAE,EAAE,CAAC,WAAW,CAAC,CAAC,CAAC,CAAC,CAAC;QAC1C,KAAK,UAAU;YACb,MAAM,QAAQ,GACT,aAAa,CAAC,GAAG,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAY,CAAC;YAC7D,OAAO,CAAC,WAAW,CAAC,QAAQ,CAAC,CAAC,CAAC;QACjC,KAAK,OAAO;YACV,OAAO,CAAC,GAAG,CAAC,QAAQ,CACf,aAAa,CAAC,GAAG,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAY,CAAC,KAAK,EAC9D,OAAO,CAAC,CAAC,CAAC;QAChB,KAAK,QAAQ;YACX,OAAQ,aAAa,CAAC,GAAG,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAc;iBAC5D,GAAG,CAAC,CAAC,CAAS,EAAE,EAAE,CAAC,GAAG,CAAC,QAAQ,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,CAAC;QACjD,KAAK,MAAM;YACT,OAAO,CAAC,GAAG,CAAC,MAAM,CACb,aAAa,CAAC,GAAG,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAY,CAAC,IAAI,EAC7D,OAAO,CAAC,CAAC,CAAC;QAChB,KAAK,MAAM;YACT,OAAO,CAAC,GAAG,CAAC,MAAM,CACb,aAAa,CAAC,GAAG,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAY,CAAC,IAAI,EAC7D,OAAO,CAAC,CAAC,CAAC;QAChB,KAAK,MAAM;YACT,OAAO,CAAC,GAAG,CAAC,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC;QACzB,KAAK,OAAO;YACV,MAAM,KAAK,GAAG,aAAa,CAAC,GAAG,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAW,CAAC;YACrE,MAAM,IAAI,GACN,aAAa,CAAC,MAAM,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAa,CAAC;YAChE,MAAM,OAAO,GACT,aAAa,CAAC,SAAS,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAW,CAAC;YACjE,MAAM,SAAS,GACX,aAAa,CAAC,WAAW,EAAE,IAAI,EAAE,SAAS,EAAE,OAAO,CAAW,CAAC;YACnE,OAAO,CAAC,IAAI,CACR,uCAAuC;gBACvC,2DAA2D,CAAC,CAAC;YACjE,OAAO,CAAC,GAAG,CAAC,OAAO,CAAC,CAAC;YACrB,KAAK,IAAI,CAAC,GAAG,CAAC,EAAE,CAAC,GAAG,IAAI,CAAC,MAAM,EAAE,CAAC,EAAE,EAAE;gBACpC,OAAO,CAAC,GAAG,CAAC,KAAK,CAAC,SAAS,CAAC,KAAK,CAAC,IAAI,CAAC,IAAI,CAAC,CAAC,CAAC,CAAC,QAAQ,EAAE,CAAC;qBACzC,KAAK,CAAC,CAAC,EAAE,SAAS,CAAC,CAAC,CAAC;aACvC;YACD,OAAO,CAAC,KAAK,CAAC,CAAC;QAEjB;YACE,MAAM,SAAS,CAAC,aAAa,IAAI,CAAC,EAAE,qBAAqB,CAAC,CAAC;KAC9D;AACH,CAAC,CAAC;AAEN,MAAM,CAAC,MAAM,QAAQ,GAAG,OAAO,CAAC","sourcesContent":["/**\n * @license\n * Copyright 2018 Google LLC. All Rights Reserved.\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n * =============================================================================\n */\n\nimport {Tensor} from '@tensorflow/tfjs-core';\n// tslint:disable-next-line: no-imports-from-dist\nimport * as tfOps from '@tensorflow/tfjs-core/dist/ops/ops_for_converter';\n\nimport {NamedTensorsMap} from '../../data/types';\nimport {ExecutionContext} from '../../executor/execution_context';\nimport {InternalOpExecutor, Node} from '../types';\n\nimport {cloneTensor, getParamValue, getTensor} from './utils';\n\nexport const executeOp: InternalOpExecutor =\n    (node: Node, tensorMap: NamedTensorsMap,\n     context: ExecutionContext, ops = tfOps): Tensor[] => {\n      switch (node.op) {\n        case 'Const': {\n          return tensorMap[node.name];\n        }\n        case 'PlaceholderWithDefault':\n          const def =\n              getParamValue('default', node, tensorMap, context) as Tensor;\n          return [getTensor(node.name, tensorMap, context) || def];\n        case 'Placeholder':\n          return [getTensor(node.name, tensorMap, context)];\n        case 'Identity':\n        case 'StopGradient':\n        case 'FakeQuantWithMinMaxVars': {  // This op is currently ignored.\n          const data = getParamValue('x', node, tensorMap, context) as Tensor;\n          return [cloneTensor(data)];\n        }\n        case 'IdentityN':\n          return (getParamValue('x', node, tensorMap, context) as Tensor[])\n              .map((t: Tensor) => cloneTensor(t));\n        case 'Snapshot':\n          const snapshot =\n              (getParamValue('x', node, tensorMap, context) as Tensor);\n          return [cloneTensor(snapshot)];\n        case 'Shape':\n          return [ops.tensor1d(\n              (getParamValue('x', node, tensorMap, context) as Tensor).shape,\n              'int32')];\n        case 'ShapeN':\n          return (getParamValue('x', node, tensorMap, context) as Tensor[])\n              .map((t: Tensor) => ops.tensor1d(t.shape));\n        case 'Size':\n          return [ops.scalar(\n              (getParamValue('x', node, tensorMap, context) as Tensor).size,\n              'int32')];\n        case 'Rank':\n          return [ops.scalar(\n              (getParamValue('x', node, tensorMap, context) as Tensor).rank,\n              'int32')];\n        case 'NoOp':\n          return [ops.scalar(1)];\n        case 'Print':\n          const input = getParamValue('x', node, tensorMap, context) as Tensor;\n          const data =\n              getParamValue('data', node, tensorMap, context) as Tensor[];\n          const message =\n              getParamValue('message', node, tensorMap, context) as string;\n          const summarize =\n              getParamValue('summarize', node, tensorMap, context) as number;\n          console.warn(\n              'The graph has a tf.print() operation,' +\n              'usually used for debugging, which slows down performance.');\n          console.log(message);\n          for (let i = 0; i < data.length; i++) {\n            console.log(Array.prototype.slice.call(data[i].dataSync())\n                            .slice(0, summarize));\n          }\n          return [input];\n\n        default:\n          throw TypeError(`Node type ${node.op} is not implemented`);\n      }\n    };\n\nexport const CATEGORY = 'graph';\n"]} |
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