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enhance: Add release methods & GPU indexes
Related to milvus-io#31293 Signed-off-by: Congqi Xia <congqi.xia@zilliz.com>
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// Licensed to the LF AI & Data foundation under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you 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. | ||
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package index | ||
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import "strconv" | ||
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var _ Index = gpuBruteForceIndex{} | ||
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type gpuBruteForceIndex struct { | ||
baseIndex | ||
} | ||
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func (idx gpuBruteForceIndex) Params() map[string]string { | ||
return map[string]string{ | ||
// build meta | ||
MetricTypeKey: string(idx.metricType), | ||
IndexTypeKey: string(GPUBruteForce), | ||
} | ||
} | ||
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func NewGPUBruteForceIndex(metricType MetricType) Index { | ||
return gpuBruteForceIndex{ | ||
baseIndex: baseIndex{ | ||
metricType: metricType, | ||
}, | ||
} | ||
} | ||
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var _ Index = gpuIVFFlatIndex{} | ||
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type gpuIVFFlatIndex struct { | ||
baseIndex | ||
nlist int | ||
} | ||
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func (idx gpuIVFFlatIndex) Params() map[string]string { | ||
return map[string]string{ | ||
// build meta | ||
MetricTypeKey: string(idx.metricType), | ||
IndexTypeKey: string(GPUIvfFlat), | ||
// build param | ||
ivfNlistKey: strconv.Itoa(idx.nlist), | ||
} | ||
} | ||
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func NewGPUIVPFlatIndex(metricType MetricType) Index { | ||
return gpuIVFFlatIndex{ | ||
baseIndex: baseIndex{ | ||
metricType: metricType, | ||
}, | ||
} | ||
} | ||
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var _ Index = gpuIVFPQIndex{} | ||
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type gpuIVFPQIndex struct { | ||
baseIndex | ||
nlist int | ||
m int | ||
nbits int | ||
} | ||
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func (idx gpuIVFPQIndex) Params() map[string]string { | ||
return map[string]string{ | ||
// build meta | ||
MetricTypeKey: string(idx.metricType), | ||
IndexTypeKey: string(GPUIvfFlat), | ||
// build params | ||
ivfNlistKey: strconv.Itoa(idx.nlist), | ||
ivfPQMKey: strconv.Itoa(idx.m), | ||
ivfPQNbits: strconv.Itoa(idx.nbits), | ||
} | ||
} | ||
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func NewGPUIVPPQIndex(metricType MetricType) Index { | ||
return gpuIVFPQIndex{ | ||
baseIndex: baseIndex{ | ||
metricType: metricType, | ||
}, | ||
} | ||
} | ||
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const ( | ||
cagraInterGraphDegreeKey = `intermediate_graph_degree` | ||
cagraGraphDegreeKey = `"graph_degree"` | ||
) | ||
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type gpuCagra struct { | ||
baseIndex | ||
intermediateGraphDegree int | ||
graphDegree int | ||
} | ||
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func (idx gpuCagra) Params() map[string]string { | ||
return map[string]string{ | ||
// build meta | ||
MetricTypeKey: string(idx.metricType), | ||
IndexTypeKey: string(GPUIvfFlat), | ||
// build params | ||
cagraInterGraphDegreeKey: strconv.Itoa(idx.intermediateGraphDegree), | ||
cagraGraphDegreeKey: strconv.Itoa(idx.graphDegree), | ||
} | ||
} | ||
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func NewGPUCagraIndex(metricType MetricType, | ||
intermediateGraphDegree, | ||
graphDegree int, | ||
) Index { | ||
return gpuCagra{ | ||
baseIndex: baseIndex{ | ||
metricType: metricType, | ||
}, | ||
intermediateGraphDegree: intermediateGraphDegree, | ||
graphDegree: graphDegree, | ||
} | ||
} |
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