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

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

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

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

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

Tensorflow Lite Export Example Models(nnp –> tflite)

Count 7/10

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