-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathcnn_mnist.json
1 lines (1 loc) · 3.26 KB
/
cnn_mnist.json
1
{"node":{"0":{"x":272,"y":29,"w":180,"h":40,"text":"input <-- mnist_train_x (id)\n","opt":{"act":"id","source":"mnist_train_x"},"color":"#d0d0d0","ltype":"i","code":"","to":[17],"from":[],"optiflg":[false,false,false,false,false,false,false,false,false,false]},"1":{"x":255,"y":208,"w":180,"h":40,"text":"conv (4ch)[3]{2}|1| (relu) #0\n","opt":{"act":"relu","out_channel":4,"ksize":3,"stride":2,"pad":1},"color":"#88bbff","ltype":"c","code":"","to":[4,23],"from":[15],"optiflg":[true,false,false,false,false,false,false,false,false,false]},"3":{"x":254,"y":292,"w":180,"h":40,"text":"batchNorm (4ch) (id) #0\n","opt":{"act":"id","size":4},"color":"#33ff55","ltype":"b","code":"","to":[6],"from":[4],"optiflg":[true,false,false,false,false,false,false,false,false,false]},"5":{"x":253,"y":390,"w":180,"h":40,"text":"conv (8ch)[3]{2}|1| (relu) #0\n","opt":{"act":"relu","out_channel":8,"ksize":3,"stride":2,"pad":1},"color":"#88bbff","ltype":"c","code":"","to":[8,25],"from":[6],"optiflg":[true,false,false,false,false,false,false,false,false,false]},"7":{"x":250,"y":480,"w":180,"h":40,"text":"fc (10ch) (id) #0\n","opt":{"act":"id","out_channel":10},"color":"#3399ff","ltype":"f","code":"","to":[10],"from":[8],"optiflg":[true,false,false,false,false,false,false,false,false,false]},"9":{"x":359,"y":562,"w":180,"h":40,"text":"softmaxCrossEnt (id) #4\n","opt":{"act":"id"},"color":"#33ff55","ltype":"s","code":"","to":[],"from":[10,12],"optiflg":[false,false,false,false,true,false,false,false,false,false]},"11":{"x":541,"y":479,"w":180,"h":40,"text":"input <-- mnist_train_t (id)\n","opt":{"act":"id","source":"mnist_train_t"},"color":"#d0d0d0","ltype":"i","code":"","to":[12],"from":[],"optiflg":[false,false,false,false,false,false,false,false,false,false]},"13":{"x":262,"y":145,"w":180,"h":40,"text":"batchNorm (1ch) (id) #0\n","opt":{"act":"id","size":1},"color":"#33ff55","ltype":"b","code":"","to":[15],"from":[18],"optiflg":[true,false,false,false,false,false,false,false,false,false]},"16":{"x":271,"y":82,"w":180,"h":40,"text":"F.reshape (id)\nshape=-1,1,28,28 ","opt":{"act":"id","func":"F.reshape","shape":[-1,1,28,28]},"color":"#f0f0f0","ltype":"o","code":"","to":[18],"from":[17],"optiflg":[false,false,false,false,false,false,false,false,false,false]},"22":{"x":540,"y":213,"w":180,"h":40,"text":"lambda x:x[:,:3,:,:] (id)\n","opt":{"act":"id","func":"lambda x:x[:,:3,:,:]"},"color":"#f0f0f0","ltype":"o","code":"","to":[],"from":[23],"optiflg":[false,false,false,false,false,false,false,false,false,false]},"24":{"x":525,"y":380,"w":180,"h":40,"text":"lambda x: x[:,:3,:,:] (id)\n","opt":{"act":"id","func":"lambda x: x[:,:3,:,:]"},"color":"#f0f0f0","ltype":"o","code":"","to":[],"from":[25],"optiflg":[false,false,false,false,false,false,false,false,false,false]}},"edge":{"4":{"pre":"1","post":3},"6":{"pre":"3","post":5},"8":{"pre":"5","post":7},"10":{"pre":"7","post":9},"12":{"pre":"11","post":"9"},"15":{"pre":"13","post":"1"},"17":{"pre":"0","post":16},"18":{"pre":"16","post":"13"},"23":{"pre":"1","post":22},"25":{"pre":"5","post":24}},"idCnt":26,"opti":["optimizers.Adam()","optimizers.SGD(lr=0.01)","optimizers.MomentumSGD(lr=0.01)","optimizers.AdaDelta()"],"settings":{"bs":100,"aveintvl":100},"optiee":["0","1","2","3"],"loss":["4","5","6","7"],"cond":["lambda x:1","lambda x:1","lambda x:1","lambda x:1"]}