mnist-tfv1-nested.json

{
    "checkStatus": {
        "status": "RUNNING",
        "errors": []
    },
    "experiment": {
        "id": "AKVcExIf",
        "revision": 29,
        "execDuration": 172,
        "logDir": "/home/v-yugzh/nni-experiments/AKVcExIf",
        "nextSequenceId": 10,
        "params": {
            "authorName": "default",
            "experimentName": "mnist-nested-search-space",
            "trialConcurrency": 2,
            "maxExecDuration": 3600,
            "maxTrialNum": 100,
            "searchSpace": "{\"layer0\": {\"_type\": \"choice\", \"_value\": [{\"_name\": \"Empty\"}, {\"_name\": \"Conv\", \"kernel_size\": {\"_type\": \"choice\", \"_value\": [1, 2, 3, 5]}}, {\"_name\": \"Max_pool\", \"pooling_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5]}}, {\"_name\": \"Avg_pool\", \"pooling_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5]}}]}, \"layer1\": {\"_type\": \"choice\", \"_value\": [{\"_name\": \"Empty\"}, {\"_name\": \"Conv\", \"kernel_size\": {\"_type\": \"choice\", \"_value\": [1, 2, 3, 5]}}, {\"_name\": \"Max_pool\", \"pooling_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5]}}, {\"_name\": \"Avg_pool\", \"pooling_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5]}}]}, \"layer2\": {\"_type\": \"choice\", \"_value\": [{\"_name\": \"Empty\"}, {\"_name\": \"Conv\", \"kernel_size\": {\"_type\": \"choice\", \"_value\": [1, 2, 3, 5]}}, {\"_name\": \"Max_pool\", \"pooling_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5]}}, {\"_name\": \"Avg_pool\", \"pooling_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5]}}]}, \"layer3\": {\"_type\": \"choice\", \"_value\": [{\"_name\": \"Empty\"}, {\"_name\": \"Conv\", \"kernel_size\": {\"_type\": \"choice\", \"_value\": [1, 2, 3, 5]}}, {\"_name\": \"Max_pool\", \"pooling_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5]}}, {\"_name\": \"Avg_pool\", \"pooling_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5]}}]}}",
            "trainingServicePlatform": "local",
            "tuner": {
                "builtinTunerName": "TPE",
                "classArgs": {
                    "optimize_mode": "maximize"
                },
                "checkpointDir": "/home/v-yugzh/nni/experiments/AKVcExIf/checkpoint"
            },
            "versionCheck": true,
            "clusterMetaData": [
                {
                    "key": "codeDir",
                    "value": "/home/v-yugzh/nnidev/examples/trials/mnist-nested-search-space/."
                },
                {
                    "key": "command",
                    "value": "python3 mnist.py"
                }
            ]
        },
        "startTime": 1594743000325
    },
    "trialJobs": [
        {
            "id": "pWGks",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":0,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Conv\",\"kernel_size\":1},\"layer1\":{\"_name\":\"Empty\"},\"layer2\":{\"_name\":\"Empty\"},\"layer3\":{\"_name\":\"Conv\",\"kernel_size\":2}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/pWGks",
            "startTime": 1594743010351,
            "sequenceId": 0,
            "endTime": 1594743024895,
            "finalMetricData": [
                {
                    "timestamp": 1594743024475,
                    "trialJobId": "pWGks",
                    "parameterId": "0",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.8528000116348267\""
                }
            ]
        },
        {
            "id": "MLbm0",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":1,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Max_pool\",\"pooling_size\":2},\"layer1\":{\"_name\":\"Avg_pool\",\"pooling_size\":3},\"layer2\":{\"_name\":\"Max_pool\",\"pooling_size\":3},\"layer3\":{\"_name\":\"Conv\",\"kernel_size\":1}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/MLbm0",
            "startTime": 1594743010364,
            "sequenceId": 1,
            "endTime": 1594743034124,
            "finalMetricData": [
                {
                    "timestamp": 1594743033740,
                    "trialJobId": "MLbm0",
                    "parameterId": "1",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.7577000260353088\""
                }
            ]
        },
        {
            "id": "YMsEs",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":2,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Empty\"},\"layer1\":{\"_name\":\"Conv\",\"kernel_size\":3},\"layer2\":{\"_name\":\"Max_pool\",\"pooling_size\":3},\"layer3\":{\"_name\":\"Empty\"}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/YMsEs",
            "startTime": 1594743035377,
            "sequenceId": 2,
            "endTime": 1594743058257,
            "finalMetricData": [
                {
                    "timestamp": 1594743057822,
                    "trialJobId": "YMsEs",
                    "parameterId": "2",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.8827000260353088\""
                }
            ]
        },
        {
            "id": "LnVu0",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":3,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Avg_pool\",\"pooling_size\":5},\"layer1\":{\"_name\":\"Avg_pool\",\"pooling_size\":2},\"layer2\":{\"_name\":\"Max_pool\",\"pooling_size\":2},\"layer3\":{\"_name\":\"Max_pool\",\"pooling_size\":3}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/LnVu0",
            "startTime": 1594743045392,
            "sequenceId": 3,
            "endTime": 1594743070907,
            "finalMetricData": [
                {
                    "timestamp": 1594743070488,
                    "trialJobId": "LnVu0",
                    "parameterId": "3",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.8062000274658203\""
                }
            ]
        },
        {
            "id": "cGsLm",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":4,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Avg_pool\",\"pooling_size\":2},\"layer1\":{\"_name\":\"Empty\"},\"layer2\":{\"_name\":\"Empty\"},\"layer3\":{\"_name\":\"Max_pool\",\"pooling_size\":2}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/cGsLm",
            "startTime": 1594743070448,
            "sequenceId": 4,
            "endTime": 1594743080772,
            "finalMetricData": [
                {
                    "timestamp": 1594743080391,
                    "trialJobId": "cGsLm",
                    "parameterId": "4",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.8560000061988831\""
                }
            ]
        },
        {
            "id": "HPx4W",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":5,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Avg_pool\",\"pooling_size\":3},\"layer1\":{\"_name\":\"Conv\",\"kernel_size\":1},\"layer2\":{\"_name\":\"Avg_pool\",\"pooling_size\":3},\"layer3\":{\"_name\":\"Empty\"}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/HPx4W",
            "startTime": 1594743085463,
            "sequenceId": 5,
            "endTime": 1594743097170,
            "finalMetricData": [
                {
                    "timestamp": 1594743096730,
                    "trialJobId": "HPx4W",
                    "parameterId": "5",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.8393999934196472\""
                }
            ]
        },
        {
            "id": "KRmXe",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":6,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Max_pool\",\"pooling_size\":5},\"layer1\":{\"_name\":\"Max_pool\",\"pooling_size\":3},\"layer2\":{\"_name\":\"Conv\",\"kernel_size\":3},\"layer3\":{\"_name\":\"Max_pool\",\"pooling_size\":3}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/KRmXe",
            "startTime": 1594743095483,
            "sequenceId": 6,
            "endTime": 1594743143299,
            "finalMetricData": [
                {
                    "timestamp": 1594743142896,
                    "trialJobId": "KRmXe",
                    "parameterId": "6",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.7985000014305115\""
                }
            ]
        },
        {
            "id": "mAp2q",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":7,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Max_pool\",\"pooling_size\":3},\"layer1\":{\"_name\":\"Max_pool\",\"pooling_size\":5},\"layer2\":{\"_name\":\"Empty\"},\"layer3\":{\"_name\":\"Empty\"}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/mAp2q",
            "startTime": 1594743110497,
            "sequenceId": 7,
            "endTime": 1594743142998,
            "finalMetricData": [
                {
                    "timestamp": 1594743142389,
                    "trialJobId": "mAp2q",
                    "parameterId": "7",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.7736999988555908\""
                }
            ]
        },
        {
            "id": "fodfO",
            "status": "RUNNING",
            "hyperParameters": [
                "{\"parameter_id\":8,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Max_pool\",\"pooling_size\":3},\"layer1\":{\"_name\":\"Conv\",\"kernel_size\":5},\"layer2\":{\"_name\":\"Avg_pool\",\"pooling_size\":5},\"layer3\":{\"_name\":\"Max_pool\",\"pooling_size\":3}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/fodfO",
            "startTime": 1594743155513,
            "sequenceId": 8
        },
        {
            "id": "gsFlu",
            "status": "RUNNING",
            "hyperParameters": [
                "{\"parameter_id\":9,\"parameter_source\":\"algorithm\",\"parameters\":{\"layer0\":{\"_name\":\"Conv\",\"kernel_size\":3},\"layer1\":{\"_name\":\"Conv\",\"kernel_size\":3},\"layer2\":{\"_name\":\"Avg_pool\",\"pooling_size\":3},\"layer3\":{\"_name\":\"Max_pool\",\"pooling_size\":3}},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/v-yugzh/nni/experiments/AKVcExIf/trials/gsFlu",
            "startTime": 1594743155526,
            "sequenceId": 9
        }
    ],
    "metricData": [
        {
            "timestamp": 1594743024475,
            "trialJobId": "pWGks",
            "parameterId": "0",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.8528000116348267\""
        },
        {
            "timestamp": 1594743033740,
            "trialJobId": "MLbm0",
            "parameterId": "1",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.7577000260353088\""
        },
        {
            "timestamp": 1594743057822,
            "trialJobId": "YMsEs",
            "parameterId": "2",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.8827000260353088\""
        },
        {
            "timestamp": 1594743070488,
            "trialJobId": "LnVu0",
            "parameterId": "3",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.8062000274658203\""
        },
        {
            "timestamp": 1594743080391,
            "trialJobId": "cGsLm",
            "parameterId": "4",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.8560000061988831\""
        },
        {
            "timestamp": 1594743096730,
            "trialJobId": "HPx4W",
            "parameterId": "5",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.8393999934196472\""
        },
        {
            "timestamp": 1594743142389,
            "trialJobId": "mAp2q",
            "parameterId": "7",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.7736999988555908\""
        },
        {
            "timestamp": 1594743142896,
            "trialJobId": "KRmXe",
            "parameterId": "6",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.7985000014305115\""
        }
    ]
}