chrishkchris commented on issue #651: [WIP]Add new example APIs URL: https://github.com/apache/singa/pull/651#issuecomment-609864659 now it support mlp also: ``` root@71ac539cda77:~/dcsysh/singa/examples/autograd# python3 train.py mlp mnist Starting Epoch 0: Training loss = 485.473358, training accuracy = 0.851771 Evaluation accuracy = 0.911358, Elapsed Time = 0.615843s Starting Epoch 1: Training loss = 267.414551, training accuracy = 0.918657 Evaluation accuracy = 0.928986, Elapsed Time = 0.623670s Starting Epoch 2: Training loss = 219.956863, training accuracy = 0.932998 Evaluation accuracy = 0.937400, Elapsed Time = 0.618422s Starting Epoch 3: Training loss = 188.373474, training accuracy = 0.942519 Evaluation accuracy = 0.946715, Elapsed Time = 0.617576s Starting Epoch 4: Training loss = 164.958145, training accuracy = 0.949223 Evaluation accuracy = 0.951723, Elapsed Time = 0.618342s Starting Epoch 5: Training loss = 146.759750, training accuracy = 0.954442 Evaluation accuracy = 0.956330, Elapsed Time = 0.619707s Starting Epoch 6: Training loss = 132.402222, training accuracy = 0.959178 Evaluation accuracy = 0.958534, Elapsed Time = 0.620100s Starting Epoch 7: Training loss = 120.471268, training accuracy = 0.963114 Evaluation accuracy = 0.961639, Elapsed Time = 0.620941s Starting Epoch 8: Training loss = 110.338516, training accuracy = 0.966832 Evaluation accuracy = 0.963642, Elapsed Time = 0.619157s Starting Epoch 9: Training loss = 101.753929, training accuracy = 0.968450 Evaluation accuracy = 0.966947, Elapsed Time = 0.619542s root@71ac539cda77:~/dcsysh/singa/examples/autograd# python3 train.py mlp cifar10 Starting Epoch 0: Training loss = 1560.984497, training accuracy = 0.323504 Evaluation accuracy = 0.354868, Elapsed Time = 0.689808s Starting Epoch 1: Training loss = 1337.684814, training accuracy = 0.396327 Evaluation accuracy = 0.398037, Elapsed Time = 0.693844s Starting Epoch 2: Training loss = 1263.678955, training accuracy = 0.430498 Evaluation accuracy = 0.412760, Elapsed Time = 0.688408s Starting Epoch 3: Training loss = 1214.546997, training accuracy = 0.453585 Evaluation accuracy = 0.427885, Elapsed Time = 0.686060s Starting Epoch 4: Training loss = 1174.774658, training accuracy = 0.469310 Evaluation accuracy = 0.441106, Elapsed Time = 0.688051s Starting Epoch 5: Training loss = 1142.419312, training accuracy = 0.483395 Evaluation accuracy = 0.437200, Elapsed Time = 0.688847s Starting Epoch 6: Training loss = 1112.198486, training accuracy = 0.497759 Evaluation accuracy = 0.430889, Elapsed Time = 0.685957s Starting Epoch 7: Training loss = 1082.584961, training accuracy = 0.510563 Evaluation accuracy = 0.447516, Elapsed Time = 0.685680s Starting Epoch 8: Training loss = 1060.778320, training accuracy = 0.521627 Evaluation accuracy = 0.453125, Elapsed Time = 0.686706s Starting Epoch 9: Training loss = 1039.045410, training accuracy = 0.529289 Evaluation accuracy = 0.449920, Elapsed Time = 0.687589s ```
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