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[
{
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"task": "token-classification",
"task_args": null,
"dataset": {
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"secondary": null
},
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],
"name": null,
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},
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],
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"per_channel": false,
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"calibration_histogram_percentile": null,
"calibration_moving_average": null,
"calibration_moving_average_constant": null
},
"framework": "onnxruntime",
"framework_args": {
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"optimization_level": 1
},
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"versions": {
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"optimum": "1.2.3.dev0",
"optimum_hash": "6911cc6576c9fd373dfdba597e7a6b3ec37c2063"
},
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"time": [
{
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"input_length": 64,
"baseline": {
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"throughput": 9.67,
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"latency_std": 14.893062293273225,
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"latency_90": 119.3452324,
"latency_95": 119.4975372,
"latency_99": 119.96275956000001,
"latency_999": 121.099907936
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"throughput": 18.6,
"latency_mean": 53.769141777777776,
"latency_std": 0.23148430308679216,
"latency_50": 53.715052,
"latency_90": 54.059919,
"latency_95": 54.2278771,
"latency_99": 54.520317659999996,
"latency_999": 54.651304412
}
}
],
"others": {
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"precision": 0.9358012339503085,
"recall": 0.9444631437226523,
"f1": 0.9401122372057961,
"accuracy": 0.9882013940267124
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}
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{
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"task": "token-classification",
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"dataset": {
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"eval_split": "validation",
"data_keys": {
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"secondary": null
},
"ref_keys": [
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"name": null,
"calibration_split": "train"
},
"quantization_approach": "static",
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],
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"aware_training": false,
"per_channel": false,
"calibration": {
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"calibration_histogram_percentile": null,
"calibration_moving_average": null,
"calibration_moving_average_constant": null
},
"framework": "onnxruntime",
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"optimization_level": 1
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"optimum_hash": "6911cc6576c9fd373dfdba597e7a6b3ec37c2063"
},
"evaluation": {
"time": [
{
"batch_size": 4,
"input_length": 64,
"baseline": {
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"throughput": 11.07,
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"latency_90": 92.920863,
"latency_95": 93.45488975,
"latency_99": 94.330746,
"latency_999": 94.85841647
},
"optimized": {
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"throughput": 15.2,
"latency_mean": 65.86275819736842,
"latency_std": 0.8604240016957982,
"latency_50": 65.8016715,
"latency_90": 66.9237761,
"latency_95": 67.35874704999999,
"latency_99": 68.89251761,
"latency_999": 69.285897298
}
}
],
"others": {
"baseline": {
"precision": 0.9358012339503085,
"recall": 0.9444631437226523,
"f1": 0.9401122372057961,
"accuracy": 0.9882013940267124
},
"optimized": {
"precision": 0.06543578604398588,
"recall": 0.24335240659710536,
"f1": 0.10313837375178317,
"accuracy": 0.35697597445582335
}
}
},
"max_eval_samples": null,
"time_benchmark_args": {
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},
"model_type": "distilbert"
}
]