diff --git "a/model-info.txt" "b/model-info.txt" new file mode 100644--- /dev/null +++ "b/model-info.txt" @@ -0,0 +1,2793 @@ +Variable decoder/decoder_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_0/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_0/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_0/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_0/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_0/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_0/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_0/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_0/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_0/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_0/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_0/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_0/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_0/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_0/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_1/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_1/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_1/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_1/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_1/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_1/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_1/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_1/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_1/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_1/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_1/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_1/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_1/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_1/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_10/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_10/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_10/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_10/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_10/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_10/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_10/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_10/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_10/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_10/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_10/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_10/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_10/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_10/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_11/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_11/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_11/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_11/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_11/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_11/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_11/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_11/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_11/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_11/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_11/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_11/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_11/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_11/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_12/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_12/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_12/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_12/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_12/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_12/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_12/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_12/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_12/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_12/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_12/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_12/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_12/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_12/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_13/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_13/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_13/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_13/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_13/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_13/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_13/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_13/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_13/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_13/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_13/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_13/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_13/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_13/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_14/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_14/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_14/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_14/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_14/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_14/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_14/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_14/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_14/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_14/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_14/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_14/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_14/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_14/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_15/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_15/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_15/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_15/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_15/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_15/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_15/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_15/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_15/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_15/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_15/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_15/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_15/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_15/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_16/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_16/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_16/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_16/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_16/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_16/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_16/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_16/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_16/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_16/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_16/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_16/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_16/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_16/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_17/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_17/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_17/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_17/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_17/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_17/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_17/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_17/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_17/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_17/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_17/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_17/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_17/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_17/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_18/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_18/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_18/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_18/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_18/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_18/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_18/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_18/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_18/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_18/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_18/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_18/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_18/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_18/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_19/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_19/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_19/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_19/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_19/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_19/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_19/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_19/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_19/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_19/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_19/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_19/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_19/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_19/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_2/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_2/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_2/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_2/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_2/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_2/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_2/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_2/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_2/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_2/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_2/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_2/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_2/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_2/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_20/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_20/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_20/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_20/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_20/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_20/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_20/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_20/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_20/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_20/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_20/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_20/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_20/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_20/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_21/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_21/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_21/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_21/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_21/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_21/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_21/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_21/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_21/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_21/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_21/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_21/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_21/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_21/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_22/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_22/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_22/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_22/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_22/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_22/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_22/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_22/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_22/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_22/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_22/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_22/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_22/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_22/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_23/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable 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(embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_3/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_3/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_3/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_3/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_3/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_3/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_3/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_3/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') 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size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_4/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_4/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_4/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_4/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_4/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_4/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_4/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_4/self_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_4/self_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_5/encoder_decoder_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_5/encoder_decoder_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable decoder/layers_5/encoder_decoder_attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_5/encoder_decoder_attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_5/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_5/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_5/mlp/wo/kernel size 1048576 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partition spec (None, 'model') +Variable decoder/layers_8/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_8/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable decoder/layers_8/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable decoder/layers_8/pre_cross_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_8/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_8/pre_self_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable decoder/layers_8/self_attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable decoder/layers_8/self_attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable 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(None, 'model') +Variable decoder/logits_dense/kernel size 16449536 shape (embed=512, vocab=32128) partition spec (None, 'model') +Variable decoder/relpos_bias/rel_embedding size 256 shape (heads=8, relpos_buckets=32) partition spec ('model', None) +Variable encoder/encoder_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_0/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_0/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_0/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_0/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_0/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_0/mlp/wi_1/kernel size 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encoder/layers_19/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_19/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_2/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_2/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_2/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_2/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_2/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_2/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_2/mlp/wo/kernel size 1048576 shape 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(None, 'model') +Variable encoder/layers_22/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_22/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_22/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_22/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_23/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_23/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_23/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_23/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_23/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_23/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_23/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_23/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_23/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_3/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_3/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_3/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_3/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_3/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_3/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_3/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_3/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_3/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_4/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_4/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_4/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_4/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_4/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_4/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_4/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_4/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_4/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_5/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_5/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_5/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_5/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_5/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_5/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_5/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_5/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_5/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_6/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_6/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_6/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_6/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_6/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_6/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_6/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_6/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_6/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_7/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_7/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_7/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_7/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_7/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_7/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_7/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_7/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_7/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_8/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_8/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_8/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_8/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_8/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_8/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_8/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_8/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_8/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_9/attention/key/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_9/attention/out/kernel size 262144 shape (joined_kv=512, embed=512) partition spec ('model', None) +Variable encoder/layers_9/attention/query/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_9/attention/value/kernel size 262144 shape (embed=512, joined_kv=512) partition spec (None, 'model') +Variable encoder/layers_9/mlp/wi_0/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_9/mlp/wi_1/kernel size 1048576 shape (embed=512, mlp=2048) partition spec (None, 'model') +Variable encoder/layers_9/mlp/wo/kernel size 1048576 shape (mlp=2048, embed=512) partition spec ('model', None) +Variable encoder/layers_9/pre_attention_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/layers_9/pre_mlp_layer_norm/scale size 512 shape (embed=512) partition spec (None,) +Variable encoder/relpos_bias/rel_embedding size 256 shape (heads=8, relpos_buckets=32) partition spec ('model', None) +Variable token_embedder/embedding size 16449536 shape (vocab=32128, embed=512) partition spec ('model', None) +Total number of parameters: 259454464 + +Variable param_states/decoder/decoder_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/decoder_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/decoder_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/decoder_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/key/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/key/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/key/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/key/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/out/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/out/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/out/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/out/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/query/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/query/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/query/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/query/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/value/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/value/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/value/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/encoder_decoder_attention/value/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/mlp/wi_0/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/mlp/wi_0/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/mlp/wi_0/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/decoder/layers_0/mlp/wi_0/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/mlp/wi_1/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/mlp/wi_1/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/mlp/wi_1/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/decoder/layers_0/mlp/wi_1/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/mlp/wo/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/mlp/wo/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/mlp/wo/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/decoder/layers_0/mlp/wo/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/pre_cross_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/pre_cross_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_0/pre_cross_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/pre_cross_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/pre_mlp_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/pre_mlp_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_0/pre_mlp_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/pre_mlp_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/pre_self_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/pre_self_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_0/pre_self_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/pre_self_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/self_attention/key/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/self_attention/key/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/self_attention/key/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/self_attention/key/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_0/self_attention/out/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_0/self_attention/out/kernel/v size 1 shape (1,) partition spec None +Variable 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None +Variable param_states/decoder/layers_14/self_attention/out/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_14/self_attention/query/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_14/self_attention/query/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_14/self_attention/query/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_14/self_attention/query/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_14/self_attention/value/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_14/self_attention/value/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_14/self_attention/value/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_14/self_attention/value/kernel/v_row size 512 shape 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None +Variable param_states/decoder/layers_15/encoder_decoder_attention/query/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/encoder_decoder_attention/query/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/encoder_decoder_attention/query/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_15/encoder_decoder_attention/query/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_15/encoder_decoder_attention/value/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/encoder_decoder_attention/value/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/encoder_decoder_attention/value/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_15/encoder_decoder_attention/value/kernel/v_row size 512 shape (512,) partition spec None 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None +Variable param_states/decoder/layers_15/mlp/wo/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/decoder/layers_15/mlp/wo/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_15/pre_cross_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/pre_cross_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_15/pre_cross_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/pre_cross_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/pre_mlp_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/pre_mlp_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_15/pre_mlp_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/pre_mlp_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/pre_self_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/pre_self_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_15/pre_self_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/pre_self_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/self_attention/key/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/self_attention/key/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_15/self_attention/key/kernel/v_col size 512 shape (512,) partition spec None +Variable 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None +Variable param_states/decoder/layers_17/mlp/wo/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/decoder/layers_17/mlp/wo/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_17/pre_cross_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/pre_cross_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_17/pre_cross_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/pre_cross_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/pre_mlp_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/pre_mlp_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_17/pre_mlp_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/pre_mlp_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/pre_self_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/pre_self_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_17/pre_self_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/pre_self_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/self_attention/key/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/self_attention/key/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_17/self_attention/key/kernel/v_col size 512 shape (512,) partition spec None +Variable 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None +Variable param_states/decoder/layers_18/self_attention/out/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_18/self_attention/query/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_18/self_attention/query/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_18/self_attention/query/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_18/self_attention/query/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_18/self_attention/value/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_18/self_attention/value/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_18/self_attention/value/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_18/self_attention/value/kernel/v_row size 512 shape 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None +Variable param_states/decoder/layers_19/encoder_decoder_attention/query/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/encoder_decoder_attention/query/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/encoder_decoder_attention/query/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_19/encoder_decoder_attention/query/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_19/encoder_decoder_attention/value/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/encoder_decoder_attention/value/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/encoder_decoder_attention/value/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_19/encoder_decoder_attention/value/kernel/v_row size 512 shape (512,) partition spec None 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None +Variable param_states/decoder/layers_19/mlp/wo/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/decoder/layers_19/mlp/wo/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_19/pre_cross_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/pre_cross_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_19/pre_cross_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/pre_cross_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/pre_mlp_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/pre_mlp_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_19/pre_mlp_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/pre_mlp_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/pre_self_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/pre_self_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/decoder/layers_19/pre_self_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/pre_self_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/self_attention/key/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/self_attention/key/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_19/self_attention/key/kernel/v_col size 512 shape (512,) partition spec None +Variable 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size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_2/pre_self_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_2/self_attention/key/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_2/self_attention/key/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_2/self_attention/key/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_2/self_attention/key/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_2/self_attention/out/kernel/m size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_2/self_attention/out/kernel/v size 1 shape (1,) partition spec None +Variable param_states/decoder/layers_2/self_attention/out/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/decoder/layers_2/self_attention/out/kernel/v_row size 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param_states/encoder/layers_7/pre_mlp_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_7/pre_mlp_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/key/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/key/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/key/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/attention/key/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/attention/out/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/out/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/out/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/attention/out/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/attention/query/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/query/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/query/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/attention/query/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/attention/value/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/value/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/attention/value/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/attention/value/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/mlp/wi_0/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/mlp/wi_0/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/mlp/wi_0/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/encoder/layers_8/mlp/wi_0/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/mlp/wi_1/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/mlp/wi_1/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/mlp/wi_1/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/encoder/layers_8/mlp/wi_1/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/mlp/wo/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/mlp/wo/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/mlp/wo/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/encoder/layers_8/mlp/wo/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_8/pre_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/pre_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/encoder/layers_8/pre_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/pre_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/pre_mlp_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/pre_mlp_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/encoder/layers_8/pre_mlp_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_8/pre_mlp_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/key/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/key/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/key/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/attention/key/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/attention/out/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/out/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/out/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/attention/out/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/attention/query/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/query/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/query/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/attention/query/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/attention/value/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/value/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/attention/value/kernel/v_col size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/attention/value/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/mlp/wi_0/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/mlp/wi_0/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/mlp/wi_0/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/encoder/layers_9/mlp/wi_0/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/mlp/wi_1/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/mlp/wi_1/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/mlp/wi_1/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/encoder/layers_9/mlp/wi_1/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/mlp/wo/kernel/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/mlp/wo/kernel/v size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/mlp/wo/kernel/v_col size 2048 shape (2048,) partition spec None +Variable param_states/encoder/layers_9/mlp/wo/kernel/v_row size 512 shape (512,) partition spec None +Variable param_states/encoder/layers_9/pre_attention_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/pre_attention_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/encoder/layers_9/pre_attention_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/pre_attention_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/pre_mlp_layer_norm/scale/m size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/pre_mlp_layer_norm/scale/v size 512 shape (embed=512) partition spec (None,) +Variable param_states/encoder/layers_9/pre_mlp_layer_norm/scale/v_col size 1 shape (1,) partition spec None +Variable param_states/encoder/layers_9/pre_mlp_layer_norm/scale/v_row size 1 shape (1,) partition spec None +Variable param_states/encoder/relpos_bias/rel_embedding/m size 1 shape (1,) partition spec None +Variable param_states/encoder/relpos_bias/rel_embedding/v size 256 shape (heads=8, relpos_buckets=32) partition spec ('model', None) +Variable param_states/encoder/relpos_bias/rel_embedding/v_col size 1 shape (1,) partition spec None +Variable param_states/encoder/relpos_bias/rel_embedding/v_row size 1 shape (1,) partition spec None +Variable param_states/token_embedder/embedding/m size 1 shape (1,) partition spec None +Variable param_states/token_embedder/embedding/v size 1 shape (1,) partition spec None +Variable param_states/token_embedder/embedding/v_col size 32128 shape (32128,) partition spec None +Variable param_states/token_embedder/embedding/v_row size 512 shape (512,) partition spec None +Variable step size 1 shape () partition spec None