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[WIP] Experimental AutoStrategy #26

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@zhisbug zhisbug commented Jul 16, 2020

Adding the experimental AutoStrategy that determines the best strategy to use, given a model and resource spec, automatically.

Comment on lines 83 to 92
GRAPH_ITEM_PATHS = {'ncf':'/users/hzhang2/projects/pycharm/zhijie/5-5-2020/original_graph_item',
'densenet121': '/users/hzhang2/projects/pycharm/zhijie/graph_items/densenet121_original_graph_item',
'inceptionv3': '/users/hzhang2/projects/pycharm/zhijie/graph_items/inceptionv3_original_graph_item',
'resnet101': '/users/hzhang2/projects/pycharm/zhijie/graph_items/resnet101_original_graph_item',
'resnet50': '/users/hzhang2/projects/pycharm/zhijie/graph_items/resnet50_original_graph_item',
'vgg16': '/users/hzhang2/projects/pycharm/zhijie/graph_items/vgg16_original_graph_item',
'bert_12l': '/users/hzhang2/projects/pycharm/zhijie/graph_items/bert_original_graph_item_12l',
'bert_6l': '/users/hzhang2/projects/pycharm/zhijie/graph_items/bert_original_graph_item_6l',
'bert_3l': '/users/hzhang2/projects/pycharm/zhijie/graph_items/bert_original_graph_item_3l',
'bert_large': '/users/hzhang2/projects/pycharm/zhijie/graph_items/bert_original_graph_item_large'}
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these are all specific to your computer right now

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yeah WIP, will have more updates down the road.

@zhisbug zhisbug changed the title Experimental AutoStrategy [WIP] Experimental AutoStrategy Jul 16, 2020
@pengwu22 pengwu22 marked this pull request as draft July 16, 2020 21:41
@ZeyaWang ZeyaWang closed this Jul 17, 2020
@ZeyaWang ZeyaWang reopened this Jul 17, 2020
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3 participants