129 lines
4.9 KiB
Python
129 lines
4.9 KiB
Python
import os
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import argparse
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from douzero.evaluation.simulation import evaluate
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def make_evaluate(args, t, frame, adp_frame, folder_a = 'baselines', folder_b = 'baselines'):
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if t == 0:
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args.landlord = 'random'
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args.landlord_up = 'random'
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args.landlord_front = 'random'
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args.landlord_down = 'random'
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print('random vs random')
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if t == 1:
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args.landlord = '%s/resnet_landlord_%i.ckpt' % (folder_a, frame)
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args.landlord_up = 'random'
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args.landlord_front = 'random'
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args.landlord_down = 'random'
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print('%i vs random' % frame)
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elif t == 2:
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args.landlord = 'random'
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args.landlord_up = '%s/resnet_landlord_up_%i.ckpt' % (folder_a, frame)
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args.landlord_front = '%s/resnet_landlord_front_%i.ckpt' % (folder_a, frame)
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args.landlord_down = '%s/resnet_landlord_down_%i.ckpt' % (folder_a, frame)
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print('random vs %i' % frame)
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elif t == 3:
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args.landlord = '%s/resnet_landlord_%i.ckpt' % (folder_a, frame)
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args.landlord_up = '%s/resnet_landlord_up_%i.ckpt' % (folder_b, adp_frame)
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args.landlord_front = '%s/resnet_landlord_front_%i.ckpt' % (folder_b, adp_frame)
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args.landlord_down = '%s/resnet_landlord_down_%i.ckpt' % (folder_b, adp_frame)
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print('%i vs %i' % (frame, adp_frame))
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elif t == 4:
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args.landlord = '%s/resnet_landlord_%i.ckpt' % (folder_b, adp_frame)
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args.landlord_up = '%s/resnet_landlord_up_%i.ckpt' % (folder_a, frame)
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args.landlord_front = '%s/resnet_landlord_front_%i.ckpt' % (folder_a, frame)
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args.landlord_down = '%s/resnet_landlord_down_%i.ckpt' % (folder_a, frame)
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print('%i vs %i' % (adp_frame, frame))
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evaluate(args.landlord,
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args.landlord_up,
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args.landlord_down,
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args.eval_data,
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args.num_workers,
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args.output,
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args.bid,
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args.title)
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if __name__ == '__main__':
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parser = argparse.ArgumentParser(
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'Dou Dizhu Evaluation')
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parser.add_argument('--landlord', type=str,
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default='baselines/douzero_12/landlord_weights_39762328900.ckpt')
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parser.add_argument('--landlord_up', type=str,
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default='baselines/douzero_12/landlord_up_weights_39762328900.ckpt')
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parser.add_argument('--landlord_front', type=str,
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default='baselines/douzero_12/landlord_front_weights_39762328900.ckpt')
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parser.add_argument('--landlord_down', type=str,
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default='baselines/douzero_12/landlord_down_weights_39762328900.ckpt')
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parser.add_argument('--eval_data', type=str,
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default='eval_data_200.pkl')
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parser.add_argument('--num_workers', type=int, default=5)
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parser.add_argument('--gpu_device', type=str, default='0')
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parser.add_argument('--output', type=bool, default=True)
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parser.add_argument('--bid', type=bool, default=True)
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parser.add_argument('--title', type=str, default='New')
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args = parser.parse_args()
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# args.output = True
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args.output = False
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args.bid = False
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if args.output or args.bid:
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args.num_workers = 1
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t = 3
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frame = 13252000
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adp_frame = 8697600
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os.environ['KMP_DUPLICATE_LIB_OK'] = 'True'
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os.environ["CUDA_VISIBLE_DEVICES"] = args.gpu_device
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# eval_list = [
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# [8697600, None],
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# [8697600, 8697600],
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# [11402400, None],
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# [11402400, 8697600],
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# [11402400, 11402400],
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# [13252000, None],
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# [13252000, 8697600],
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# [13252000, 11402400],
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# [13252000, 13252000],
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# [15096800, None],
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# [15096800, 8697600],
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# [15096800, 11402400],
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# [15096800, 13252000],
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# [15096800, 15096800],
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# [25397600, None],
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# [25397600, 8697600],
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# [25397600, 11402400],
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# [25397600, 13252000],
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# [25397600, 15096800],
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# [25397600, 25397600],
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# ]
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eval_list = [
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# [4968800, 8697600, 'baselines', 'baselines2'],
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# [4968800, 4968800, 'baselines', 'baselines'],
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# [14102400, 4968800, 'baselines', 'baselines'],
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# [14102400, 13252000, 'baselines', 'baselines2'],
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# [14102400, 15096800, 'baselines', 'baselines2'],
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[14102400, 14102400, 'baselines', 'baselines'],
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# [14102400, None, 'baselines', 'baselines'],
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]
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for vs in reversed(eval_list):
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frame = vs[0]
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adp_frame = vs[1]
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folder_a = vs[2]
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folder_b = vs[3]
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if adp_frame is None:
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if frame is None:
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make_evaluate(args, 0, None, None)
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else:
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make_evaluate(args, 1, frame, None)
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make_evaluate(args, 2, frame, None)
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else:
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make_evaluate(args, 3, frame, adp_frame, folder_a , folder_b)
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if frame != adp_frame:
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make_evaluate(args, 4, frame, adp_frame, folder_a, folder_b)
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