Model Support Status

ONNX Support Status

Import

• ✓: Support to convert

• X: Not support

Total: 11/12

ONNX Import Sample Test(onnx –> nnp)

Count 11/12

Name	Support	Memo
bvlc_alexnet_model	✓
bvlc_googlenet_model	✓
bvlc_reference_caffenet_model	✓
bvlc_reference_rcnn_ilsvrc13_model	✓
densenet121_model	✓
inception_v1_model	X	The edge mode of the pad in nnabla is not implemented.
inception_v2_model	✓
resnet50_model	✓
shufflenet_model	✓
squeezenet_model	✓
vgg19_model	✓
zfnet512_model	✓

Export

• ✓: Support to convert

• X: Not support

Total: 61/65

ONNX Export Sample Test(nnp –> onnx)

Count 34/37

Name	Support	Memo
01_logistic_regression_10	✓
01_logistic_regression_9	✓
02_binary_cnn_15	✓
02_binary_cnn_16	✓
06_auto_encoder_17	✓
06_auto_encoder_18	✓
10_deep_mlp_13	✓
10_deep_mlp_14	✓
11_deconvolution_11	✓
11_deconvolution_12	✓
12_residual_learning_19	✓
12_residual_learning_20	✓
LSTM_auto_encoder_23	✓
LSTM_auto_encoder_24	✓
LeNet_35	✓
LeNet_36	✓
bidirectional_elman_net_25	✓
bidirectional_elman_net_26	✓
binary_connect_mnist_LeNet_5	✓
binary_connect_mnist_MLP_8	✓
binary_net_mnist_LeNet_7	✓
binary_net_mnist_MLP_4	✓
binary_weight_mnist_MLP_6	✓
elman_net_21	✓
elman_net_22	✓
elman_net_with_attention_33	✓
elman_net_with_attention_34	✓
gated_recurrent_unitGRU_31	✓
gated_recurrent_unitGRU_32	✓
long_short_term_memoryLSTM_29	✓
long_short_term_memoryLSTM_30	✓
mnist_dcgan_with_label_1	X	NNabla converter error, will be fixed in the future.
mnist_dcgan_with_label_2	X	NNabla converter error, will be fixed in the future.
mnist_vae_3	✓
semi_supervised_learning_VAT_37	X	NNP with only a single executor is currently supported.
stacked_GRU_27	✓
stacked_GRU_28	✓

ONNX Export Pretrained Model Test(nnp –> onnx)

Count 18/18

Name	Support	Memo
AlexNet	✓
DenseNet-161_2_570	✓
GoogLeNet_4_142	✓
MobileNet_1_86	✓
NIN	✓
Resnet-101_4_348	✓
Resnet-152_4_518	✓
Resnet-18_3_71	✓
Resnet-34_4_128	✓
Resnet-50_4_178	✓
ShuffleNet-0.5x_2_202	✓
ShuffleNet_2_202	✓
SqueezeNet-1.0_2_70	✓
SqueezeNet-1.1_2_70	✓
VGG-11	✓
VGG-13	✓
VGG-16	✓
Xception	✓

ONNX Export Example Model Test(nnp –> onnx)

Count 9/10

Name	Support	Memo
capsules	✓
classification	✓
cycle_gan	✓
deeplabv3plus	✓
meta_learning	✓
pix2pix	✓
siamese_embedding	✓
wavenet	X	The onehot dimension != 2 is not supported.
word_embedding	✓
yolov2	✓

Tensorflow Support Status

Import

• ✓: Support to convert

• X: Not support

Total: 15/16

Tensorflow Import Sample Test(tf –> nnp)

Count 15/16

Name	Support	Memo
AlexNet	✓
GoogLeNet	✓
LeNet_5	✓
ResNet50	✓
VGG16	✓
ZFNet	✓
ae0_frozen	✓
conv-layers_frozen	✓
fc-layers_frozen	✓
inception_resnet_v2_2016_08_30_frozen	✓
inception_v1_2016_08_28_frozen	✓
inception_v3_2016_08_28_frozen	✓
inception_v4_2016_09_09_frozen	✓
lstm_frozen	X	The Shape is currently not supported to convert by nnabla.
mobilenet_v1_0.75_192	✓
mobilenet_v1_1.0_224	✓

Export

• ✓: Support to convert

• X: Not support

Total: 58/65

Tensorflow Export Sample Test(nnp –> tf)

Count 34/37

Name	Support	Memo
01_logistic_regression_10	✓
01_logistic_regression_9	✓
02_binary_cnn_15	✓
02_binary_cnn_16	✓
06_auto_encoder_17	✓
06_auto_encoder_18	✓
10_deep_mlp_13	✓
10_deep_mlp_14	✓
11_deconvolution_11	✓
11_deconvolution_12	✓
12_residual_learning_19	✓
12_residual_learning_20	✓
LSTM_auto_encoder_23	✓
LSTM_auto_encoder_24	✓
LeNet_35	✓
LeNet_36	✓
bidirectional_elman_net_25	✓
bidirectional_elman_net_26	✓
binary_connect_mnist_LeNet_5	✓
binary_connect_mnist_MLP_8	✓
binary_net_mnist_LeNet_7	✓
binary_net_mnist_MLP_4	✓
binary_weight_mnist_MLP_6	✓
elman_net_21	✓
elman_net_22	✓
elman_net_with_attention_33	✓
elman_net_with_attention_34	✓
gated_recurrent_unitGRU_31	✓
gated_recurrent_unitGRU_32	✓
long_short_term_memoryLSTM_29	✓
long_short_term_memoryLSTM_30	✓
mnist_dcgan_with_label_1	X	NNabla converter error, will be fixed in the future.
mnist_dcgan_with_label_2	X	NNabla converter error, will be fixed in the future.
mnist_vae_3	✓
semi_supervised_learning_VAT_37	X	NNP with only a single executor is currently supported.
stacked_GRU_27	✓
stacked_GRU_28	✓

Tensorflow Export Pretrained Models(nnp –> tf)

Count 15/18

Name	Support	Memo
AlexNet	X
DenseNet-161_2_570	✓
GoogLeNet_4_142	✓
MobileNet_1_86	✓
NIN	✓
Resnet-101_4_348	✓
Resnet-152_4_518	✓
Resnet-18_3_71	✓
Resnet-34_4_128	✓
Resnet-50_4_178	✓
ShuffleNet-0.5x_2_202	X
ShuffleNet_2_202	X
SqueezeNet-1.0_2_70	✓
SqueezeNet-1.1_2_70	✓
VGG-11	✓
VGG-13	✓
VGG-16	✓
Xception	✓

Tensorflow Export Example Models(nnp –> tf)

Count 9/10

Name	Support	Memo
capsules	✓
classification	✓
cycle_gan	✓
deeplabv3plus	✓
meta_learning	✓
pix2pix	✓
siamese_embedding	✓
wavenet	X	The onehot dimension != 2 is not supported.
word_embedding	✓
yolov2	✓

Tensorflow Lite Support Status

Export

• ✓: Support to convert

• X: Not support

Total: 43/65

Tensorflow Lite Export Sample Test(nnp –> tflite)

Count 29/37

Name	Support	Memo
01_logistic_regression_10	✓
01_logistic_regression_9	✓
02_binary_cnn_15	✓
02_binary_cnn_16	✓
06_auto_encoder_17	✓
06_auto_encoder_18	✓
10_deep_mlp_13	✓
10_deep_mlp_14	✓
11_deconvolution_11	✓
11_deconvolution_12	✓
12_residual_learning_19	✓
12_residual_learning_20	✓
LSTM_auto_encoder_23	✓
LSTM_auto_encoder_24	✓
LeNet_35	✓
LeNet_36	✓
bidirectional_elman_net_25	✓
bidirectional_elman_net_26	✓
binary_connect_mnist_LeNet_5	X
binary_connect_mnist_MLP_8	X
binary_net_mnist_LeNet_7	X
binary_net_mnist_MLP_4	X
binary_weight_mnist_MLP_6	X
elman_net_21	✓
elman_net_22	✓
elman_net_with_attention_33	✓
elman_net_with_attention_34	✓
gated_recurrent_unitGRU_31	✓
gated_recurrent_unitGRU_32	✓
long_short_term_memoryLSTM_29	✓
long_short_term_memoryLSTM_30	✓
mnist_dcgan_with_label_1	X
mnist_dcgan_with_label_2	X
mnist_vae_3	✓
semi_supervised_learning_VAT_37	X
stacked_GRU_27	✓
stacked_GRU_28	✓

Tensorflow Lite Export Pretrained Models(nnp –> tflite)

Count 7/18

Name	Support	Memo
AlexNet	✓
DenseNet-161_2_570	X
GoogLeNet_4_142	✓
MobileNet_1_86	X
NIN	X
Resnet-101_4_348	✓
Resnet-152_4_518	✓
Resnet-18_3_71	✓
Resnet-34_4_128	✓
Resnet-50_4_178	✓
ShuffleNet-0.5x_2_202	X
ShuffleNet_2_202	X
SqueezeNet-1.0_2_70	X
SqueezeNet-1.1_2_70	X
VGG-11	X
VGG-13	X
VGG-16	X
Xception	X

Tensorflow Lite Export Example Models(nnp –> tflite)

Count 7/10

Name	Support	Memo
capsules	X
classification	✓
cycle_gan	X
deeplabv3plus	✓
meta_learning	✓
pix2pix	✓
siamese_embedding	✓
wavenet	X
word_embedding	✓
yolov2	✓

NNabla C Runtime Support Status

Export

• ✓: Support to convert

• X: Not support

Total: 34/37

NNC Export Sample Test(nnp –> nnb)

Count 34/37

Name	Support	Memo
01_logistic_regression_10	✓
01_logistic_regression_9	✓
02_binary_cnn_15	✓
02_binary_cnn_16	✓
06_auto_encoder_17	✓
06_auto_encoder_18	✓
10_deep_mlp_13	✓
10_deep_mlp_14	✓
11_deconvolution_11	✓
11_deconvolution_12	✓
12_residual_learning_19	✓
12_residual_learning_20	✓
LSTM_auto_encoder_23	✓
LSTM_auto_encoder_24	✓
LeNet_35	✓
LeNet_36	✓
bidirectional_elman_net_25	✓
bidirectional_elman_net_26	✓
binary_connect_mnist_LeNet_5	✓
binary_connect_mnist_MLP_8	✓
binary_net_mnist_LeNet_7	✓
binary_net_mnist_MLP_4	✓
binary_weight_mnist_MLP_6	✓
elman_net_21	✓
elman_net_22	✓
elman_net_with_attention_33	✓
elman_net_with_attention_34	✓
gated_recurrent_unitGRU_31	✓
gated_recurrent_unitGRU_32	✓
long_short_term_memoryLSTM_29	✓
long_short_term_memoryLSTM_30	✓
mnist_dcgan_with_label_1	X	Failed to infer by nnabla.
mnist_dcgan_with_label_2	X	Failed to compare inferring result.
mnist_vae_3	✓
semi_supervised_learning_VAT_37	X	Failed to compare inferring result.
stacked_GRU_27	✓
stacked_GRU_28	✓