@tensorflow/tfjs-converter
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Tensorflow model converter for javascript
99 lines • 12.7 kB
JavaScript
/**
* @license
* Copyright 2018 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
export const json = {
'$schema': 'http://json-schema.org/draft-07/schema#',
'definitions': {
'OpMapper': {
'type': 'object',
'properties': {
'tfOpName': { 'type': 'string' },
'category': { '$ref': '#/definitions/Category' },
'inputs': {
'type': 'array',
'items': { '$ref': '#/definitions/InputParamMapper' }
},
'attrs': {
'type': 'array',
'items': { '$ref': '#/definitions/AttrParamMapper' }
},
'customExecutor': { '$ref': '#/definitions/OpExecutor' },
'outputs': { 'type': 'array' }
},
'required': ['tfOpName'],
'additionalProperties': false
},
'Category': {
'type': 'string',
'enum': [
'arithmetic', 'basic_math', 'control', 'convolution',
'custom', 'dynamic', 'evaluation', 'image',
'creation', 'graph', 'logical', 'matrices',
'normalization', 'ragged', 'reduction', 'slice_join',
'spectral', 'transformation', 'sparse', 'string'
]
},
'InputParamMapper': {
'type': 'object',
'properties': {
'name': { 'type': 'string' },
'type': { '$ref': '#/definitions/ParamTypes' },
'defaultValue': {
'anyOf': [
{ 'type': 'string' }, { 'type': 'array', 'items': { 'type': 'string' } },
{ 'type': 'number' }, { 'type': 'array', 'items': { 'type': 'number' } },
{ 'type': 'boolean' }, { 'type': 'array', 'items': { 'type': 'boolean' } }
]
},
'notSupported': { 'type': 'boolean' },
'start': { 'type': 'number' },
'end': { 'type': 'number' }
},
'required': ['name', 'start', 'type'],
'additionalProperties': false
},
'ParamTypes': {
'type': 'string',
'enum': [
'number', 'string', 'number[]', 'bool', 'shape', 'tensor', 'tensors',
'dtype', 'string[]', 'func', 'dtype[]', 'bool[]'
]
},
'AttrParamMapper': {
'type': 'object',
'properties': {
'name': { 'type': 'string' },
'type': { '$ref': '#/definitions/ParamTypes' },
'defaultValue': {
'anyOf': [
{ 'type': 'string' }, { 'type': 'array', 'items': { 'type': 'string' } },
{ 'type': 'number' }, { 'type': 'array', 'items': { 'type': 'number' } },
{ 'type': 'boolean' }, { 'type': 'array', 'items': { 'type': 'boolean' } }
]
},
'notSupported': { 'type': 'boolean' },
'tfName': { 'type': 'string' },
'tfDeprecatedName': { 'type': 'string' }
},
'required': ['name', 'tfName', 'type'],
'additionalProperties': false
},
'OpExecutor': { 'type': 'object', 'additionalProperties': false }
},
'items': { '$ref': '#/definitions/OpMapper' },
'type': 'array'
};
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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\nexport const json = {\n  '$schema': 'http://json-schema.org/draft-07/schema#',\n  'definitions': {\n    'OpMapper': {\n      'type': 'object',\n      'properties': {\n        'tfOpName': {'type': 'string'},\n        'category': {'$ref': '#/definitions/Category'},\n        'inputs': {\n          'type': 'array',\n          'items': {'$ref': '#/definitions/InputParamMapper'}\n        },\n        'attrs': {\n          'type': 'array',\n          'items': {'$ref': '#/definitions/AttrParamMapper'}\n        },\n        'customExecutor': {'$ref': '#/definitions/OpExecutor'},\n        'outputs': {'type': 'array'}\n      },\n      'required': ['tfOpName'],\n      'additionalProperties': false\n    },\n    'Category': {\n      'type': 'string',\n      'enum': [\n        'arithmetic',    'basic_math',     'control',    'convolution',\n        'custom',        'dynamic',        'evaluation', 'image',\n        'creation',      'graph',          'logical',    'matrices',\n        'normalization', 'ragged',         'reduction',  'slice_join',\n        'spectral',      'transformation', 'sparse',     'string'\n      ]\n    },\n    'InputParamMapper': {\n      'type': 'object',\n      'properties': {\n        'name': {'type': 'string'},\n        'type': {'$ref': '#/definitions/ParamTypes'},\n        'defaultValue': {\n          'anyOf': [\n            {'type': 'string'}, {'type': 'array', 'items': {'type': 'string'}},\n            {'type': 'number'}, {'type': 'array', 'items': {'type': 'number'}},\n            {'type': 'boolean'}, {'type': 'array', 'items': {'type': 'boolean'}}\n          ]\n        },\n        'notSupported': {'type': 'boolean'},\n        'start': {'type': 'number'},\n        'end': {'type': 'number'}\n      },\n      'required': ['name', 'start', 'type'],\n      'additionalProperties': false\n    },\n    'ParamTypes': {\n      'type': 'string',\n      'enum': [\n        'number', 'string', 'number[]', 'bool', 'shape', 'tensor', 'tensors',\n        'dtype', 'string[]', 'func', 'dtype[]', 'bool[]'\n      ]\n    },\n    'AttrParamMapper': {\n      'type': 'object',\n      'properties': {\n        'name': {'type': 'string'},\n        'type': {'$ref': '#/definitions/ParamTypes'},\n        'defaultValue': {\n          'anyOf': [\n            {'type': 'string'}, {'type': 'array', 'items': {'type': 'string'}},\n            {'type': 'number'}, {'type': 'array', 'items': {'type': 'number'}},\n            {'type': 'boolean'}, {'type': 'array', 'items': {'type': 'boolean'}}\n          ]\n        },\n        'notSupported': {'type': 'boolean'},\n        'tfName': {'type': 'string'},\n        'tfDeprecatedName': {'type': 'string'}\n      },\n      'required': ['name', 'tfName', 'type'],\n      'additionalProperties': false\n    },\n    'OpExecutor': {'type': 'object', 'additionalProperties': false}\n  },\n  'items': {'$ref': '#/definitions/OpMapper'},\n  'type': 'array'\n};\n"]}