chrishkchris commented on issue #651: Add new example APIs URL: https://github.com/apache/singa/pull/651#issuecomment-609601411 It is now able to support (cnn|resnet) + (cifar10|mnist) ``` root@877a3759b148:~/dcsysh/singa/examples/autograd# python3 train.py cnn cifar10 3 Starting Epoch 0: Training loss = 1334.210571, training accuracy = 0.383543 Evaluation accuracy = 0.497997, Elapsed Time = 17.269876s Starting Epoch 1: Training loss = 1080.154541, training accuracy = 0.507542 Evaluation accuracy = 0.568810, Elapsed Time = 17.324370s Starting Epoch 2: Training loss = 974.208618, training accuracy = 0.555598 Evaluation accuracy = 0.612680, Elapsed Time = 17.230355s Starting Epoch 3: Training loss = 907.781128, training accuracy = 0.585147 Evaluation accuracy = 0.625901, Elapsed Time = 17.264113s Starting Epoch 4: Training loss = 858.995056, training accuracy = 0.609435 Evaluation accuracy = 0.650841, Elapsed Time = 17.296929s Starting Epoch 5: Training loss = 819.569641, training accuracy = 0.630642 Evaluation accuracy = 0.663862, Elapsed Time = 17.185191s Starting Epoch 6: Training loss = 791.844910, training accuracy = 0.643606 Evaluation accuracy = 0.681991, Elapsed Time = 17.057992s Starting Epoch 7: Training loss = 763.051758, training accuracy = 0.657690 Evaluation accuracy = 0.688301, Elapsed Time = 16.876048s Starting Epoch 8: Training loss = 735.888611, training accuracy = 0.671195 Evaluation accuracy = 0.686999, Elapsed Time = 16.930443s Starting Epoch 9: Training loss = 715.715027, training accuracy = 0.680778 Evaluation accuracy = 0.704928, Elapsed Time = 16.901450s root@877a3759b148:~/dcsysh/singa/examples/autograd# python3 train.py resnet mnist --bs 32 Starting Epoch 0: Training loss = 682.914490, training accuracy = 0.892883 Evaluation accuracy = 0.958233, Elapsed Time = 302.701322s ```
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