From f6f268f2deb855d45684abf27eba4e9babe86a42 Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Thu, 25 Jun 2026 21:49:57 +0800
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Model: mollysama/rwkv-mobile-models
Source: Original Platform
---
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 demos/sudoku/sudoku_rwkv_20241120_ncnn.bin    |     3 +
 demos/sudoku/sudoku_rwkv_20241120_ncnn.param  |   623 +
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 multimodal/cosyvoice/campplus.mnn             |     3 +
 multimodal/cosyvoice/campplus.onnx            |     3 +
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 .../cosyvoice/flow_decoder_estimator.ncnn.bin |     3 +
 .../flow_decoder_estimator.ncnn.param         |   933 +
 multimodal/cosyvoice/flow_encoder.fp16.onnx   |     3 +
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 multimodal/cosyvoice/hift.mnn                 |     3 +
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 multimodal/cosyvoice/speech_tokenizer_v2.mnn  |     3 +
 multimodal/cosyvoice/speech_tokenizer_v2.onnx |     3 +
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+MemoryData model_info 0 1 model_info 0=5 21=1
+Input input_0 0 1 token 0=1 1=1 2=1
+Input input_1 0 1 state_0_in 0=320
+Input input_2 0 1 state_1_in 0=64 1=64 2=5
+Input input_3 0 1 state_2_in 0=320
+Input input_4 0 1 state_3_in 0=320
+Input input_5 0 1 state_4_in 0=64 1=64 2=5
+Input input_6 0 1 state_5_in 0=320
+Input input_7 0 1 state_6_in 0=320
+Input input_8 0 1 state_7_in 0=64 1=64 2=5
+Input input_9 0 1 state_8_in 0=320
+Input input_10 0 1 state_9_in 0=320
+Input input_11 0 1 state_10_in 0=64 1=64 2=5
+Input input_12 0 1 state_11_in 0=320
+Input input_13 0 1 state_12_in 0=320
+Input input_14 0 1 state_13_in 0=64 1=64 2=5
+Input input_15 0 1 state_14_in 0=320
+Input input_16 0 1 state_15_in 0=320
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+Input input_18 0 1 state_17_in 0=320
+Input input_19 0 1 state_18_in 0=320
+Input input_20 0 1 state_19_in 0=64 1=64 2=5
+Input input_21 0 1 state_20_in 0=320
+Input input_22 0 1 state_21_in 0=320
+Input input_23 0 1 state_22_in 0=64 1=64 2=5
+Input input_24 0 1 state_23_in 0=320
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+Split split_att_0_xx 1 4 att_0_xx att_0_xx_0 att_0_xx_1 att_0_xx_2 state_0_out
+BinaryOp sub_0 2 1 state_0_in att_0_xx_0 att_0_sx 0=1
+Split split_att_0_sx 1 2 att_0_sx att_0_sx_0 att_0_sx_1
+MemoryData data_att_0_maa_x 0 1 att_0_maa_x 0=320 21=0
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+BinaryOp add_0 2 1 att_0_xx_1 att_0_maa_xx att_0_xxx 0=0
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+MemoryData data_att_0_maa 0 1 att_0_maa 0=320 1=1 2=5 21=0
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+Squeeze squeeze_att_0_maa_wkvrg_pre_squeezed 1 1 att_0_maa_wkvrg_pre att_0_maa_wkvrg_pre_squeezed 1=1
+BinaryOp mul_1 2 1 att_0_sx_1 att_0_maa_wkvrg_pre_squeezed att_0_maa_wkvrg_sx 0=2
+BinaryOp add_2 2 1 att_0_xx_2 att_0_maa_wkvrg_sx att_0_maa_wkvrg 0=0
+Slice slice_att_0_maa_wkvrg 1 5 att_0_maa_wkvrg att_0_mw att_0_mk att_0_mv att_0_mr att_0_mg -23300=5,-233,-233,-233,-233,-233 1=0
+Gemm gemm_att_0_mw_lora 1 1 att_0_mw att_0_mw_lora 4=0 5=1 6=0 7=0 8=64 9=320 10=-1
+TanH tanh_att_0_mw_lora 1 1 att_0_mw_lora att_0_mw_lora_tanh
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+MemoryData data_att_0_td 0 1 att_0_td 0=320 21=0
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+Exp exp_2 1 1 att_0_time_decay_clip att_0_time_decay_clip_exp
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+Gemm gemm_att_0_value 1 1 att_0_mv att_0_value 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_0_receptance 1 1 att_0_mr att_0_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_0_gate 1 1 att_0_mg att_0_gate 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Split split_att_0_gate 1 2 att_0_gate att_0_gate_0 att_0_gate_1
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+Reshape reshape_1 1 1 att_0_key_extended att_0_key_reshape 0=1 1=64 2=5
+Reshape reshape_2 1 1 att_0_value att_0_value_reshape 0=64 1=1 2=5
+Reshape reshape_3 1 1 att_0_receptance att_0_receptance_reshape 0=64 1=1 2=5
+Reshape reshape_4 1 1 att_0_time_decay att_0_time_decay_reshape 0=1 1=64 2=5
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+Split split_state_1_in 1 2 state_1_in att_0_wkv_state_0 att_0_wkv_state_1
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+BinaryOp add_4 2 1 att_0_kv_time_first att_0_wkv_state_0 att_0_kv_tf_state 0=0
+MatMul matmul_att_0_wkv_out 2 1 att_0_receptance_reshape att_0_kv_tf_state att_0_wkv_out 0=0
+BinaryOp mul_5 2 1 att_0_wkv_state_1 att_0_time_decay_reshape att_0_state_td 0=2
+BinaryOp add_5 2 1 att_0_state_td att_0_kv_1 state_1_out 0=0
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+GroupNorm groupnorm_0 1 1 att_0_wkv_out_flatten att_0_x_gn 0=5 1=320 2=0.00001 3=1
+BinaryOp mul_6 2 1 att_0_x_gn att_0_gate_silu att_0_x_gate 0=2
+Gemm gemm_att_0_x_out 1 1 att_0_x_gate att_0_x_out 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+BinaryOp add_6 2 1 att_0_x_out att_0_x_last time_mixing_0_out 0=0
+Split split_time_mixing_0_out 1 2 time_mixing_0_out ffn_0_x_last ffn_0_x
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+Split split_ffn_0_xx 1 4 ffn_0_xx ffn_0_xx_0 ffn_0_xx_1 ffn_0_xx_2 state_2_out
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+Split split_ffn_0_sx 1 2 ffn_0_sx ffn_0_sx_0 ffn_0_sx_1
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+MemoryData data_ffn_0_maa_r 0 1 ffn_0_maa_r 0=320 21=0
+BinaryOp mul_7 2 1 ffn_0_sx_0 ffn_0_maa_k ffn_0_xk 0=2
+BinaryOp mul_8 2 1 ffn_0_sx_1 ffn_0_maa_r ffn_0_xr 0=2
+BinaryOp add_7 2 1 ffn_0_xk ffn_0_xx_1 ffn_0_xxk 0=0
+BinaryOp add_8 2 1 ffn_0_xr ffn_0_xx_2 ffn_0_xxr 0=0
+Gemm gemm_ffn_0_key 1 1 ffn_0_xxk ffn_0_key 4=0 5=1 6=0 7=0 8=1120 9=320 10=-1
+Gemm gemm_ffn_0_receptance 1 1 ffn_0_xxr ffn_0_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Sigmoid sigmoid_1 1 1 ffn_0_receptance ffn_0_receptance_sigmoid
+ReLU relu_0 1 1 ffn_0_key ffn_0_key_relu
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+Gemm gemm_ffn_0_value 1 1 ffn_0_key_relu_square ffn_0_value 4=0 5=1 6=0 7=0 8=320 9=1120 10=-1
+BinaryOp mul_9 2 1 ffn_0_value ffn_0_receptance_sigmoid ffn_0_rv 0=2
+BinaryOp add_9 2 1 ffn_0_rv ffn_0_x_last channel_mixing_0_out 0=0
+Split split_channel_mixing_0_out 1 2 channel_mixing_0_out att_1_x_last att_1_x
+LayerNorm layernorm_2 1 1 att_1_x att_1_xx 0=320 1=0.00001 2=1
+Split split_att_1_xx 1 4 att_1_xx att_1_xx_0 att_1_xx_1 att_1_xx_2 state_3_out
+BinaryOp sub_2 2 1 state_3_in att_1_xx_0 att_1_sx 0=1
+Split split_att_1_sx 1 2 att_1_sx att_1_sx_0 att_1_sx_1
+MemoryData data_att_1_maa_x 0 1 att_1_maa_x 0=320 21=0
+BinaryOp mul_10 2 1 att_1_sx_0 att_1_maa_x att_1_maa_xx 0=2
+BinaryOp add_10 2 1 att_1_xx_1 att_1_maa_xx att_1_xxx 0=0
+Gemm gemm_att_1_maa_x_lora 1 1 att_1_xxx att_1_maa_x_lora 4=0 5=1 6=0 7=0 8=160 9=320 10=-1
+TanH tanh_att_1_maa_x_lora 1 1 att_1_maa_x_lora att_1_maa_x_lora_tanh
+Reshape reshape_6 1 1 att_1_maa_x_lora_tanh att_1_maa_x_lora_tanh_reshape 0=-1 1=1 2=5
+MemoryData data_att_1_maa_w2 0 1 att_1_maa_w2 0=320 1=32 2=5 21=0
+MatMul matmul_att_1_maa_x_post_lora 2 1 att_1_maa_x_lora_tanh_reshape att_1_maa_w2 att_1_maa_x_post_lora 0=0
+MemoryData data_att_1_maa 0 1 att_1_maa 0=320 1=1 2=5 21=0
+BinaryOp add_11 2 1 att_1_maa_x_post_lora att_1_maa att_1_maa_wkvrg_pre 0=0
+Squeeze squeeze_att_1_maa_wkvrg_pre_squeezed 1 1 att_1_maa_wkvrg_pre att_1_maa_wkvrg_pre_squeezed 1=1
+BinaryOp mul_11 2 1 att_1_sx_1 att_1_maa_wkvrg_pre_squeezed att_1_maa_wkvrg_sx 0=2
+BinaryOp add_12 2 1 att_1_xx_2 att_1_maa_wkvrg_sx att_1_maa_wkvrg 0=0
+Slice slice_att_1_maa_wkvrg 1 5 att_1_maa_wkvrg att_1_mw att_1_mk att_1_mv att_1_mr att_1_mg -23300=5,-233,-233,-233,-233,-233 1=0
+Gemm gemm_att_1_mw_lora 1 1 att_1_mw att_1_mw_lora 4=0 5=1 6=0 7=0 8=64 9=320 10=-1
+TanH tanh_att_1_mw_lora 1 1 att_1_mw_lora att_1_mw_lora_tanh
+Gemm gemm_att_1_mw_lora_tanh_linear 1 1 att_1_mw_lora_tanh att_1_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=320 9=64 10=-1
+MemoryData data_att_1_td 0 1 att_1_td 0=320 21=0
+BinaryOp add_13 2 1 att_1_mw_lora_tanh_linear att_1_td att_1_time_decay_pre 0=0
+Split split_att_1_time_decay_pre 1 2 att_1_time_decay_pre att_1_time_decay_pre_0 att_1_time_decay_pre_1
+Exp exp_3 1 1 att_1_time_decay_pre_0 att_1_time_decay_exp0
+Exp exp_4 1 1 att_1_time_decay_exp0 att_1_time_decay 1=-1.0
+Clip clip_1 1 1 att_1_time_decay_pre_1 att_1_time_decay_clip 1=0
+Exp exp_5 1 1 att_1_time_decay_clip att_1_time_decay_clip_exp
+Gemm gemm_att_1_key 1 1 att_1_mk att_1_key 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_1_value 1 1 att_1_mv att_1_value 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_1_receptance 1 1 att_1_mr att_1_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_1_gate 1 1 att_1_mg att_1_gate 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Split split_att_1_gate 1 2 att_1_gate att_1_gate_0 att_1_gate_1
+Sigmoid sigmoid_2 1 1 att_1_gate_0 att_1_gate_sigmoid
+BinaryOp mul_12 2 1 att_1_gate_1 att_1_gate_sigmoid att_1_gate_silu 0=2
+MemoryData data_att_1_time_first 0 1 att_1_time_first 0=1 1=64 2=5 21=0
+BinaryOp mul_13 2 1 att_1_key att_1_time_decay_clip_exp att_1_key_extended 0=2
+Reshape reshape_7 1 1 att_1_key_extended att_1_key_reshape 0=1 1=64 2=5
+Reshape reshape_8 1 1 att_1_value att_1_value_reshape 0=64 1=1 2=5
+Reshape reshape_9 1 1 att_1_receptance att_1_receptance_reshape 0=64 1=1 2=5
+Reshape reshape_10 1 1 att_1_time_decay att_1_time_decay_reshape 0=1 1=64 2=5
+MatMul matmul_att_1_kv 2 1 att_1_key_reshape att_1_value_reshape att_1_kv 0=0
+Split split_att_1_kv 1 2 att_1_kv att_1_kv_0 att_1_kv_1
+Split split_state_4_in 1 2 state_4_in att_1_wkv_state_0 att_1_wkv_state_1
+BinaryOp mul_14 2 1 att_1_kv_0 att_1_time_first att_1_kv_time_first 0=2
+BinaryOp add_14 2 1 att_1_kv_time_first att_1_wkv_state_0 att_1_kv_tf_state 0=0
+MatMul matmul_att_1_wkv_out 2 1 att_1_receptance_reshape att_1_kv_tf_state att_1_wkv_out 0=0
+BinaryOp mul_15 2 1 att_1_wkv_state_1 att_1_time_decay_reshape att_1_state_td 0=2
+BinaryOp add_15 2 1 att_1_state_td att_1_kv_1 state_4_out 0=0
+Reshape reshape_11 1 1 att_1_wkv_out att_1_wkv_out_flatten 0=320
+GroupNorm groupnorm_1 1 1 att_1_wkv_out_flatten att_1_x_gn 0=5 1=320 2=0.00001 3=1
+BinaryOp mul_16 2 1 att_1_x_gn att_1_gate_silu att_1_x_gate 0=2
+Gemm gemm_att_1_x_out 1 1 att_1_x_gate att_1_x_out 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+BinaryOp add_16 2 1 att_1_x_out att_1_x_last time_mixing_1_out 0=0
+Split split_time_mixing_1_out 1 2 time_mixing_1_out ffn_1_x_last ffn_1_x
+LayerNorm layernorm_3 1 1 ffn_1_x ffn_1_xx 0=320 1=0.00001 2=1
+Split split_ffn_1_xx 1 4 ffn_1_xx ffn_1_xx_0 ffn_1_xx_1 ffn_1_xx_2 state_5_out
+BinaryOp sub_3 2 1 state_5_in ffn_1_xx_0 ffn_1_sx 0=1
+Split split_ffn_1_sx 1 2 ffn_1_sx ffn_1_sx_0 ffn_1_sx_1
+MemoryData data_ffn_1_maa_k 0 1 ffn_1_maa_k 0=320 21=0
+MemoryData data_ffn_1_maa_r 0 1 ffn_1_maa_r 0=320 21=0
+BinaryOp mul_17 2 1 ffn_1_sx_0 ffn_1_maa_k ffn_1_xk 0=2
+BinaryOp mul_18 2 1 ffn_1_sx_1 ffn_1_maa_r ffn_1_xr 0=2
+BinaryOp add_17 2 1 ffn_1_xk ffn_1_xx_1 ffn_1_xxk 0=0
+BinaryOp add_18 2 1 ffn_1_xr ffn_1_xx_2 ffn_1_xxr 0=0
+Gemm gemm_ffn_1_key 1 1 ffn_1_xxk ffn_1_key 4=0 5=1 6=0 7=0 8=1120 9=320 10=-1
+Gemm gemm_ffn_1_receptance 1 1 ffn_1_xxr ffn_1_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Sigmoid sigmoid_3 1 1 ffn_1_receptance ffn_1_receptance_sigmoid
+ReLU relu_1 1 1 ffn_1_key ffn_1_key_relu
+UnaryOp square_ffn_1_key_relu 1 1 ffn_1_key_relu ffn_1_key_relu_square 0=4
+Gemm gemm_ffn_1_value 1 1 ffn_1_key_relu_square ffn_1_value 4=0 5=1 6=0 7=0 8=320 9=1120 10=-1
+BinaryOp mul_19 2 1 ffn_1_value ffn_1_receptance_sigmoid ffn_1_rv 0=2
+BinaryOp add_19 2 1 ffn_1_rv ffn_1_x_last channel_mixing_1_out 0=0
+Split split_channel_mixing_1_out 1 2 channel_mixing_1_out att_2_x_last att_2_x
+LayerNorm layernorm_4 1 1 att_2_x att_2_xx 0=320 1=0.00001 2=1
+Split split_att_2_xx 1 4 att_2_xx att_2_xx_0 att_2_xx_1 att_2_xx_2 state_6_out
+BinaryOp sub_4 2 1 state_6_in att_2_xx_0 att_2_sx 0=1
+Split split_att_2_sx 1 2 att_2_sx att_2_sx_0 att_2_sx_1
+MemoryData data_att_2_maa_x 0 1 att_2_maa_x 0=320 21=0
+BinaryOp mul_20 2 1 att_2_sx_0 att_2_maa_x att_2_maa_xx 0=2
+BinaryOp add_20 2 1 att_2_xx_1 att_2_maa_xx att_2_xxx 0=0
+Gemm gemm_att_2_maa_x_lora 1 1 att_2_xxx att_2_maa_x_lora 4=0 5=1 6=0 7=0 8=160 9=320 10=-1
+TanH tanh_att_2_maa_x_lora 1 1 att_2_maa_x_lora att_2_maa_x_lora_tanh
+Reshape reshape_12 1 1 att_2_maa_x_lora_tanh att_2_maa_x_lora_tanh_reshape 0=-1 1=1 2=5
+MemoryData data_att_2_maa_w2 0 1 att_2_maa_w2 0=320 1=32 2=5 21=0
+MatMul matmul_att_2_maa_x_post_lora 2 1 att_2_maa_x_lora_tanh_reshape att_2_maa_w2 att_2_maa_x_post_lora 0=0
+MemoryData data_att_2_maa 0 1 att_2_maa 0=320 1=1 2=5 21=0
+BinaryOp add_21 2 1 att_2_maa_x_post_lora att_2_maa att_2_maa_wkvrg_pre 0=0
+Squeeze squeeze_att_2_maa_wkvrg_pre_squeezed 1 1 att_2_maa_wkvrg_pre att_2_maa_wkvrg_pre_squeezed 1=1
+BinaryOp mul_21 2 1 att_2_sx_1 att_2_maa_wkvrg_pre_squeezed att_2_maa_wkvrg_sx 0=2
+BinaryOp add_22 2 1 att_2_xx_2 att_2_maa_wkvrg_sx att_2_maa_wkvrg 0=0
+Slice slice_att_2_maa_wkvrg 1 5 att_2_maa_wkvrg att_2_mw att_2_mk att_2_mv att_2_mr att_2_mg -23300=5,-233,-233,-233,-233,-233 1=0
+Gemm gemm_att_2_mw_lora 1 1 att_2_mw att_2_mw_lora 4=0 5=1 6=0 7=0 8=64 9=320 10=-1
+TanH tanh_att_2_mw_lora 1 1 att_2_mw_lora att_2_mw_lora_tanh
+Gemm gemm_att_2_mw_lora_tanh_linear 1 1 att_2_mw_lora_tanh att_2_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=320 9=64 10=-1
+MemoryData data_att_2_td 0 1 att_2_td 0=320 21=0
+BinaryOp add_23 2 1 att_2_mw_lora_tanh_linear att_2_td att_2_time_decay_pre 0=0
+Split split_att_2_time_decay_pre 1 2 att_2_time_decay_pre att_2_time_decay_pre_0 att_2_time_decay_pre_1
+Exp exp_6 1 1 att_2_time_decay_pre_0 att_2_time_decay_exp0
+Exp exp_7 1 1 att_2_time_decay_exp0 att_2_time_decay 1=-1.0
+Clip clip_2 1 1 att_2_time_decay_pre_1 att_2_time_decay_clip 1=0
+Exp exp_8 1 1 att_2_time_decay_clip att_2_time_decay_clip_exp
+Gemm gemm_att_2_key 1 1 att_2_mk att_2_key 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_2_value 1 1 att_2_mv att_2_value 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_2_receptance 1 1 att_2_mr att_2_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_2_gate 1 1 att_2_mg att_2_gate 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Split split_att_2_gate 1 2 att_2_gate att_2_gate_0 att_2_gate_1
+Sigmoid sigmoid_4 1 1 att_2_gate_0 att_2_gate_sigmoid
+BinaryOp mul_22 2 1 att_2_gate_1 att_2_gate_sigmoid att_2_gate_silu 0=2
+MemoryData data_att_2_time_first 0 1 att_2_time_first 0=1 1=64 2=5 21=0
+BinaryOp mul_23 2 1 att_2_key att_2_time_decay_clip_exp att_2_key_extended 0=2
+Reshape reshape_13 1 1 att_2_key_extended att_2_key_reshape 0=1 1=64 2=5
+Reshape reshape_14 1 1 att_2_value att_2_value_reshape 0=64 1=1 2=5
+Reshape reshape_15 1 1 att_2_receptance att_2_receptance_reshape 0=64 1=1 2=5
+Reshape reshape_16 1 1 att_2_time_decay att_2_time_decay_reshape 0=1 1=64 2=5
+MatMul matmul_att_2_kv 2 1 att_2_key_reshape att_2_value_reshape att_2_kv 0=0
+Split split_att_2_kv 1 2 att_2_kv att_2_kv_0 att_2_kv_1
+Split split_state_7_in 1 2 state_7_in att_2_wkv_state_0 att_2_wkv_state_1
+BinaryOp mul_24 2 1 att_2_kv_0 att_2_time_first att_2_kv_time_first 0=2
+BinaryOp add_24 2 1 att_2_kv_time_first att_2_wkv_state_0 att_2_kv_tf_state 0=0
+MatMul matmul_att_2_wkv_out 2 1 att_2_receptance_reshape att_2_kv_tf_state att_2_wkv_out 0=0
+BinaryOp mul_25 2 1 att_2_wkv_state_1 att_2_time_decay_reshape att_2_state_td 0=2
+BinaryOp add_25 2 1 att_2_state_td att_2_kv_1 state_7_out 0=0
+Reshape reshape_17 1 1 att_2_wkv_out att_2_wkv_out_flatten 0=320
+GroupNorm groupnorm_2 1 1 att_2_wkv_out_flatten att_2_x_gn 0=5 1=320 2=0.00001 3=1
+BinaryOp mul_26 2 1 att_2_x_gn att_2_gate_silu att_2_x_gate 0=2
+Gemm gemm_att_2_x_out 1 1 att_2_x_gate att_2_x_out 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+BinaryOp add_26 2 1 att_2_x_out att_2_x_last time_mixing_2_out 0=0
+Split split_time_mixing_2_out 1 2 time_mixing_2_out ffn_2_x_last ffn_2_x
+LayerNorm layernorm_5 1 1 ffn_2_x ffn_2_xx 0=320 1=0.00001 2=1
+Split split_ffn_2_xx 1 4 ffn_2_xx ffn_2_xx_0 ffn_2_xx_1 ffn_2_xx_2 state_8_out
+BinaryOp sub_5 2 1 state_8_in ffn_2_xx_0 ffn_2_sx 0=1
+Split split_ffn_2_sx 1 2 ffn_2_sx ffn_2_sx_0 ffn_2_sx_1
+MemoryData data_ffn_2_maa_k 0 1 ffn_2_maa_k 0=320 21=0
+MemoryData data_ffn_2_maa_r 0 1 ffn_2_maa_r 0=320 21=0
+BinaryOp mul_27 2 1 ffn_2_sx_0 ffn_2_maa_k ffn_2_xk 0=2
+BinaryOp mul_28 2 1 ffn_2_sx_1 ffn_2_maa_r ffn_2_xr 0=2
+BinaryOp add_27 2 1 ffn_2_xk ffn_2_xx_1 ffn_2_xxk 0=0
+BinaryOp add_28 2 1 ffn_2_xr ffn_2_xx_2 ffn_2_xxr 0=0
+Gemm gemm_ffn_2_key 1 1 ffn_2_xxk ffn_2_key 4=0 5=1 6=0 7=0 8=1120 9=320 10=-1
+Gemm gemm_ffn_2_receptance 1 1 ffn_2_xxr ffn_2_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Sigmoid sigmoid_5 1 1 ffn_2_receptance ffn_2_receptance_sigmoid
+ReLU relu_2 1 1 ffn_2_key ffn_2_key_relu
+UnaryOp square_ffn_2_key_relu 1 1 ffn_2_key_relu ffn_2_key_relu_square 0=4
+Gemm gemm_ffn_2_value 1 1 ffn_2_key_relu_square ffn_2_value 4=0 5=1 6=0 7=0 8=320 9=1120 10=-1
+BinaryOp mul_29 2 1 ffn_2_value ffn_2_receptance_sigmoid ffn_2_rv 0=2
+BinaryOp add_29 2 1 ffn_2_rv ffn_2_x_last channel_mixing_2_out 0=0
+Split split_channel_mixing_2_out 1 2 channel_mixing_2_out att_3_x_last att_3_x
+LayerNorm layernorm_6 1 1 att_3_x att_3_xx 0=320 1=0.00001 2=1
+Split split_att_3_xx 1 4 att_3_xx att_3_xx_0 att_3_xx_1 att_3_xx_2 state_9_out
+BinaryOp sub_6 2 1 state_9_in att_3_xx_0 att_3_sx 0=1
+Split split_att_3_sx 1 2 att_3_sx att_3_sx_0 att_3_sx_1
+MemoryData data_att_3_maa_x 0 1 att_3_maa_x 0=320 21=0
+BinaryOp mul_30 2 1 att_3_sx_0 att_3_maa_x att_3_maa_xx 0=2
+BinaryOp add_30 2 1 att_3_xx_1 att_3_maa_xx att_3_xxx 0=0
+Gemm gemm_att_3_maa_x_lora 1 1 att_3_xxx att_3_maa_x_lora 4=0 5=1 6=0 7=0 8=160 9=320 10=-1
+TanH tanh_att_3_maa_x_lora 1 1 att_3_maa_x_lora att_3_maa_x_lora_tanh
+Reshape reshape_18 1 1 att_3_maa_x_lora_tanh att_3_maa_x_lora_tanh_reshape 0=-1 1=1 2=5
+MemoryData data_att_3_maa_w2 0 1 att_3_maa_w2 0=320 1=32 2=5 21=0
+MatMul matmul_att_3_maa_x_post_lora 2 1 att_3_maa_x_lora_tanh_reshape att_3_maa_w2 att_3_maa_x_post_lora 0=0
+MemoryData data_att_3_maa 0 1 att_3_maa 0=320 1=1 2=5 21=0
+BinaryOp add_31 2 1 att_3_maa_x_post_lora att_3_maa att_3_maa_wkvrg_pre 0=0
+Squeeze squeeze_att_3_maa_wkvrg_pre_squeezed 1 1 att_3_maa_wkvrg_pre att_3_maa_wkvrg_pre_squeezed 1=1
+BinaryOp mul_31 2 1 att_3_sx_1 att_3_maa_wkvrg_pre_squeezed att_3_maa_wkvrg_sx 0=2
+BinaryOp add_32 2 1 att_3_xx_2 att_3_maa_wkvrg_sx att_3_maa_wkvrg 0=0
+Slice slice_att_3_maa_wkvrg 1 5 att_3_maa_wkvrg att_3_mw att_3_mk att_3_mv att_3_mr att_3_mg -23300=5,-233,-233,-233,-233,-233 1=0
+Gemm gemm_att_3_mw_lora 1 1 att_3_mw att_3_mw_lora 4=0 5=1 6=0 7=0 8=64 9=320 10=-1
+TanH tanh_att_3_mw_lora 1 1 att_3_mw_lora att_3_mw_lora_tanh
+Gemm gemm_att_3_mw_lora_tanh_linear 1 1 att_3_mw_lora_tanh att_3_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=320 9=64 10=-1
+MemoryData data_att_3_td 0 1 att_3_td 0=320 21=0
+BinaryOp add_33 2 1 att_3_mw_lora_tanh_linear att_3_td att_3_time_decay_pre 0=0
+Split split_att_3_time_decay_pre 1 2 att_3_time_decay_pre att_3_time_decay_pre_0 att_3_time_decay_pre_1
+Exp exp_9 1 1 att_3_time_decay_pre_0 att_3_time_decay_exp0
+Exp exp_10 1 1 att_3_time_decay_exp0 att_3_time_decay 1=-1.0
+Clip clip_3 1 1 att_3_time_decay_pre_1 att_3_time_decay_clip 1=0
+Exp exp_11 1 1 att_3_time_decay_clip att_3_time_decay_clip_exp
+Gemm gemm_att_3_key 1 1 att_3_mk att_3_key 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_3_value 1 1 att_3_mv att_3_value 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_3_receptance 1 1 att_3_mr att_3_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_3_gate 1 1 att_3_mg att_3_gate 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Split split_att_3_gate 1 2 att_3_gate att_3_gate_0 att_3_gate_1
+Sigmoid sigmoid_6 1 1 att_3_gate_0 att_3_gate_sigmoid
+BinaryOp mul_32 2 1 att_3_gate_1 att_3_gate_sigmoid att_3_gate_silu 0=2
+MemoryData data_att_3_time_first 0 1 att_3_time_first 0=1 1=64 2=5 21=0
+BinaryOp mul_33 2 1 att_3_key att_3_time_decay_clip_exp att_3_key_extended 0=2
+Reshape reshape_19 1 1 att_3_key_extended att_3_key_reshape 0=1 1=64 2=5
+Reshape reshape_20 1 1 att_3_value att_3_value_reshape 0=64 1=1 2=5
+Reshape reshape_21 1 1 att_3_receptance att_3_receptance_reshape 0=64 1=1 2=5
+Reshape reshape_22 1 1 att_3_time_decay att_3_time_decay_reshape 0=1 1=64 2=5
+MatMul matmul_att_3_kv 2 1 att_3_key_reshape att_3_value_reshape att_3_kv 0=0
+Split split_att_3_kv 1 2 att_3_kv att_3_kv_0 att_3_kv_1
+Split split_state_10_in 1 2 state_10_in att_3_wkv_state_0 att_3_wkv_state_1
+BinaryOp mul_34 2 1 att_3_kv_0 att_3_time_first att_3_kv_time_first 0=2
+BinaryOp add_34 2 1 att_3_kv_time_first att_3_wkv_state_0 att_3_kv_tf_state 0=0
+MatMul matmul_att_3_wkv_out 2 1 att_3_receptance_reshape att_3_kv_tf_state att_3_wkv_out 0=0
+BinaryOp mul_35 2 1 att_3_wkv_state_1 att_3_time_decay_reshape att_3_state_td 0=2
+BinaryOp add_35 2 1 att_3_state_td att_3_kv_1 state_10_out 0=0
+Reshape reshape_23 1 1 att_3_wkv_out att_3_wkv_out_flatten 0=320
+GroupNorm groupnorm_3 1 1 att_3_wkv_out_flatten att_3_x_gn 0=5 1=320 2=0.00001 3=1
+BinaryOp mul_36 2 1 att_3_x_gn att_3_gate_silu att_3_x_gate 0=2
+Gemm gemm_att_3_x_out 1 1 att_3_x_gate att_3_x_out 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+BinaryOp add_36 2 1 att_3_x_out att_3_x_last time_mixing_3_out 0=0
+Split split_time_mixing_3_out 1 2 time_mixing_3_out ffn_3_x_last ffn_3_x
+LayerNorm layernorm_7 1 1 ffn_3_x ffn_3_xx 0=320 1=0.00001 2=1
+Split split_ffn_3_xx 1 4 ffn_3_xx ffn_3_xx_0 ffn_3_xx_1 ffn_3_xx_2 state_11_out
+BinaryOp sub_7 2 1 state_11_in ffn_3_xx_0 ffn_3_sx 0=1
+Split split_ffn_3_sx 1 2 ffn_3_sx ffn_3_sx_0 ffn_3_sx_1
+MemoryData data_ffn_3_maa_k 0 1 ffn_3_maa_k 0=320 21=0
+MemoryData data_ffn_3_maa_r 0 1 ffn_3_maa_r 0=320 21=0
+BinaryOp mul_37 2 1 ffn_3_sx_0 ffn_3_maa_k ffn_3_xk 0=2
+BinaryOp mul_38 2 1 ffn_3_sx_1 ffn_3_maa_r ffn_3_xr 0=2
+BinaryOp add_37 2 1 ffn_3_xk ffn_3_xx_1 ffn_3_xxk 0=0
+BinaryOp add_38 2 1 ffn_3_xr ffn_3_xx_2 ffn_3_xxr 0=0
+Gemm gemm_ffn_3_key 1 1 ffn_3_xxk ffn_3_key 4=0 5=1 6=0 7=0 8=1120 9=320 10=-1
+Gemm gemm_ffn_3_receptance 1 1 ffn_3_xxr ffn_3_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Sigmoid sigmoid_7 1 1 ffn_3_receptance ffn_3_receptance_sigmoid
+ReLU relu_3 1 1 ffn_3_key ffn_3_key_relu
+UnaryOp square_ffn_3_key_relu 1 1 ffn_3_key_relu ffn_3_key_relu_square 0=4
+Gemm gemm_ffn_3_value 1 1 ffn_3_key_relu_square ffn_3_value 4=0 5=1 6=0 7=0 8=320 9=1120 10=-1
+BinaryOp mul_39 2 1 ffn_3_value ffn_3_receptance_sigmoid ffn_3_rv 0=2
+BinaryOp add_39 2 1 ffn_3_rv ffn_3_x_last channel_mixing_3_out 0=0
+Split split_channel_mixing_3_out 1 2 channel_mixing_3_out att_4_x_last att_4_x
+LayerNorm layernorm_8 1 1 att_4_x att_4_xx 0=320 1=0.00001 2=1
+Split split_att_4_xx 1 4 att_4_xx att_4_xx_0 att_4_xx_1 att_4_xx_2 state_12_out
+BinaryOp sub_8 2 1 state_12_in att_4_xx_0 att_4_sx 0=1
+Split split_att_4_sx 1 2 att_4_sx att_4_sx_0 att_4_sx_1
+MemoryData data_att_4_maa_x 0 1 att_4_maa_x 0=320 21=0
+BinaryOp mul_40 2 1 att_4_sx_0 att_4_maa_x att_4_maa_xx 0=2
+BinaryOp add_40 2 1 att_4_xx_1 att_4_maa_xx att_4_xxx 0=0
+Gemm gemm_att_4_maa_x_lora 1 1 att_4_xxx att_4_maa_x_lora 4=0 5=1 6=0 7=0 8=160 9=320 10=-1
+TanH tanh_att_4_maa_x_lora 1 1 att_4_maa_x_lora att_4_maa_x_lora_tanh
+Reshape reshape_24 1 1 att_4_maa_x_lora_tanh att_4_maa_x_lora_tanh_reshape 0=-1 1=1 2=5
+MemoryData data_att_4_maa_w2 0 1 att_4_maa_w2 0=320 1=32 2=5 21=0
+MatMul matmul_att_4_maa_x_post_lora 2 1 att_4_maa_x_lora_tanh_reshape att_4_maa_w2 att_4_maa_x_post_lora 0=0
+MemoryData data_att_4_maa 0 1 att_4_maa 0=320 1=1 2=5 21=0
+BinaryOp add_41 2 1 att_4_maa_x_post_lora att_4_maa att_4_maa_wkvrg_pre 0=0
+Squeeze squeeze_att_4_maa_wkvrg_pre_squeezed 1 1 att_4_maa_wkvrg_pre att_4_maa_wkvrg_pre_squeezed 1=1
+BinaryOp mul_41 2 1 att_4_sx_1 att_4_maa_wkvrg_pre_squeezed att_4_maa_wkvrg_sx 0=2
+BinaryOp add_42 2 1 att_4_xx_2 att_4_maa_wkvrg_sx att_4_maa_wkvrg 0=0
+Slice slice_att_4_maa_wkvrg 1 5 att_4_maa_wkvrg att_4_mw att_4_mk att_4_mv att_4_mr att_4_mg -23300=5,-233,-233,-233,-233,-233 1=0
+Gemm gemm_att_4_mw_lora 1 1 att_4_mw att_4_mw_lora 4=0 5=1 6=0 7=0 8=64 9=320 10=-1
+TanH tanh_att_4_mw_lora 1 1 att_4_mw_lora att_4_mw_lora_tanh
+Gemm gemm_att_4_mw_lora_tanh_linear 1 1 att_4_mw_lora_tanh att_4_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=320 9=64 10=-1
+MemoryData data_att_4_td 0 1 att_4_td 0=320 21=0
+BinaryOp add_43 2 1 att_4_mw_lora_tanh_linear att_4_td att_4_time_decay_pre 0=0
+Split split_att_4_time_decay_pre 1 2 att_4_time_decay_pre att_4_time_decay_pre_0 att_4_time_decay_pre_1
+Exp exp_12 1 1 att_4_time_decay_pre_0 att_4_time_decay_exp0
+Exp exp_13 1 1 att_4_time_decay_exp0 att_4_time_decay 1=-1.0
+Clip clip_4 1 1 att_4_time_decay_pre_1 att_4_time_decay_clip 1=0
+Exp exp_14 1 1 att_4_time_decay_clip att_4_time_decay_clip_exp
+Gemm gemm_att_4_key 1 1 att_4_mk att_4_key 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_4_value 1 1 att_4_mv att_4_value 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_4_receptance 1 1 att_4_mr att_4_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_4_gate 1 1 att_4_mg att_4_gate 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Split split_att_4_gate 1 2 att_4_gate att_4_gate_0 att_4_gate_1
+Sigmoid sigmoid_8 1 1 att_4_gate_0 att_4_gate_sigmoid
+BinaryOp mul_42 2 1 att_4_gate_1 att_4_gate_sigmoid att_4_gate_silu 0=2
+MemoryData data_att_4_time_first 0 1 att_4_time_first 0=1 1=64 2=5 21=0
+BinaryOp mul_43 2 1 att_4_key att_4_time_decay_clip_exp att_4_key_extended 0=2
+Reshape reshape_25 1 1 att_4_key_extended att_4_key_reshape 0=1 1=64 2=5
+Reshape reshape_26 1 1 att_4_value att_4_value_reshape 0=64 1=1 2=5
+Reshape reshape_27 1 1 att_4_receptance att_4_receptance_reshape 0=64 1=1 2=5
+Reshape reshape_28 1 1 att_4_time_decay att_4_time_decay_reshape 0=1 1=64 2=5
+MatMul matmul_att_4_kv 2 1 att_4_key_reshape att_4_value_reshape att_4_kv 0=0
+Split split_att_4_kv 1 2 att_4_kv att_4_kv_0 att_4_kv_1
+Split split_state_13_in 1 2 state_13_in att_4_wkv_state_0 att_4_wkv_state_1
+BinaryOp mul_44 2 1 att_4_kv_0 att_4_time_first att_4_kv_time_first 0=2
+BinaryOp add_44 2 1 att_4_kv_time_first att_4_wkv_state_0 att_4_kv_tf_state 0=0
+MatMul matmul_att_4_wkv_out 2 1 att_4_receptance_reshape att_4_kv_tf_state att_4_wkv_out 0=0
+BinaryOp mul_45 2 1 att_4_wkv_state_1 att_4_time_decay_reshape att_4_state_td 0=2
+BinaryOp add_45 2 1 att_4_state_td att_4_kv_1 state_13_out 0=0
+Reshape reshape_29 1 1 att_4_wkv_out att_4_wkv_out_flatten 0=320
+GroupNorm groupnorm_4 1 1 att_4_wkv_out_flatten att_4_x_gn 0=5 1=320 2=0.00001 3=1
+BinaryOp mul_46 2 1 att_4_x_gn att_4_gate_silu att_4_x_gate 0=2
+Gemm gemm_att_4_x_out 1 1 att_4_x_gate att_4_x_out 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+BinaryOp add_46 2 1 att_4_x_out att_4_x_last time_mixing_4_out 0=0
+Split split_time_mixing_4_out 1 2 time_mixing_4_out ffn_4_x_last ffn_4_x
+LayerNorm layernorm_9 1 1 ffn_4_x ffn_4_xx 0=320 1=0.00001 2=1
+Split split_ffn_4_xx 1 4 ffn_4_xx ffn_4_xx_0 ffn_4_xx_1 ffn_4_xx_2 state_14_out
+BinaryOp sub_9 2 1 state_14_in ffn_4_xx_0 ffn_4_sx 0=1
+Split split_ffn_4_sx 1 2 ffn_4_sx ffn_4_sx_0 ffn_4_sx_1
+MemoryData data_ffn_4_maa_k 0 1 ffn_4_maa_k 0=320 21=0
+MemoryData data_ffn_4_maa_r 0 1 ffn_4_maa_r 0=320 21=0
+BinaryOp mul_47 2 1 ffn_4_sx_0 ffn_4_maa_k ffn_4_xk 0=2
+BinaryOp mul_48 2 1 ffn_4_sx_1 ffn_4_maa_r ffn_4_xr 0=2
+BinaryOp add_47 2 1 ffn_4_xk ffn_4_xx_1 ffn_4_xxk 0=0
+BinaryOp add_48 2 1 ffn_4_xr ffn_4_xx_2 ffn_4_xxr 0=0
+Gemm gemm_ffn_4_key 1 1 ffn_4_xxk ffn_4_key 4=0 5=1 6=0 7=0 8=1120 9=320 10=-1
+Gemm gemm_ffn_4_receptance 1 1 ffn_4_xxr ffn_4_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Sigmoid sigmoid_9 1 1 ffn_4_receptance ffn_4_receptance_sigmoid
+ReLU relu_4 1 1 ffn_4_key ffn_4_key_relu
+UnaryOp square_ffn_4_key_relu 1 1 ffn_4_key_relu ffn_4_key_relu_square 0=4
+Gemm gemm_ffn_4_value 1 1 ffn_4_key_relu_square ffn_4_value 4=0 5=1 6=0 7=0 8=320 9=1120 10=-1
+BinaryOp mul_49 2 1 ffn_4_value ffn_4_receptance_sigmoid ffn_4_rv 0=2
+BinaryOp add_49 2 1 ffn_4_rv ffn_4_x_last channel_mixing_4_out 0=0
+Split split_channel_mixing_4_out 1 2 channel_mixing_4_out att_5_x_last att_5_x
+LayerNorm layernorm_10 1 1 att_5_x att_5_xx 0=320 1=0.00001 2=1
+Split split_att_5_xx 1 4 att_5_xx att_5_xx_0 att_5_xx_1 att_5_xx_2 state_15_out
+BinaryOp sub_10 2 1 state_15_in att_5_xx_0 att_5_sx 0=1
+Split split_att_5_sx 1 2 att_5_sx att_5_sx_0 att_5_sx_1
+MemoryData data_att_5_maa_x 0 1 att_5_maa_x 0=320 21=0
+BinaryOp mul_50 2 1 att_5_sx_0 att_5_maa_x att_5_maa_xx 0=2
+BinaryOp add_50 2 1 att_5_xx_1 att_5_maa_xx att_5_xxx 0=0
+Gemm gemm_att_5_maa_x_lora 1 1 att_5_xxx att_5_maa_x_lora 4=0 5=1 6=0 7=0 8=160 9=320 10=-1
+TanH tanh_att_5_maa_x_lora 1 1 att_5_maa_x_lora att_5_maa_x_lora_tanh
+Reshape reshape_30 1 1 att_5_maa_x_lora_tanh att_5_maa_x_lora_tanh_reshape 0=-1 1=1 2=5
+MemoryData data_att_5_maa_w2 0 1 att_5_maa_w2 0=320 1=32 2=5 21=0
+MatMul matmul_att_5_maa_x_post_lora 2 1 att_5_maa_x_lora_tanh_reshape att_5_maa_w2 att_5_maa_x_post_lora 0=0
+MemoryData data_att_5_maa 0 1 att_5_maa 0=320 1=1 2=5 21=0
+BinaryOp add_51 2 1 att_5_maa_x_post_lora att_5_maa att_5_maa_wkvrg_pre 0=0
+Squeeze squeeze_att_5_maa_wkvrg_pre_squeezed 1 1 att_5_maa_wkvrg_pre att_5_maa_wkvrg_pre_squeezed 1=1
+BinaryOp mul_51 2 1 att_5_sx_1 att_5_maa_wkvrg_pre_squeezed att_5_maa_wkvrg_sx 0=2
+BinaryOp add_52 2 1 att_5_xx_2 att_5_maa_wkvrg_sx att_5_maa_wkvrg 0=0
+Slice slice_att_5_maa_wkvrg 1 5 att_5_maa_wkvrg att_5_mw att_5_mk att_5_mv att_5_mr att_5_mg -23300=5,-233,-233,-233,-233,-233 1=0
+Gemm gemm_att_5_mw_lora 1 1 att_5_mw att_5_mw_lora 4=0 5=1 6=0 7=0 8=64 9=320 10=-1
+TanH tanh_att_5_mw_lora 1 1 att_5_mw_lora att_5_mw_lora_tanh
+Gemm gemm_att_5_mw_lora_tanh_linear 1 1 att_5_mw_lora_tanh att_5_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=320 9=64 10=-1
+MemoryData data_att_5_td 0 1 att_5_td 0=320 21=0
+BinaryOp add_53 2 1 att_5_mw_lora_tanh_linear att_5_td att_5_time_decay_pre 0=0
+Split split_att_5_time_decay_pre 1 2 att_5_time_decay_pre att_5_time_decay_pre_0 att_5_time_decay_pre_1
+Exp exp_15 1 1 att_5_time_decay_pre_0 att_5_time_decay_exp0
+Exp exp_16 1 1 att_5_time_decay_exp0 att_5_time_decay 1=-1.0
+Clip clip_5 1 1 att_5_time_decay_pre_1 att_5_time_decay_clip 1=0
+Exp exp_17 1 1 att_5_time_decay_clip att_5_time_decay_clip_exp
+Gemm gemm_att_5_key 1 1 att_5_mk att_5_key 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_5_value 1 1 att_5_mv att_5_value 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_5_receptance 1 1 att_5_mr att_5_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_5_gate 1 1 att_5_mg att_5_gate 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Split split_att_5_gate 1 2 att_5_gate att_5_gate_0 att_5_gate_1
+Sigmoid sigmoid_10 1 1 att_5_gate_0 att_5_gate_sigmoid
+BinaryOp mul_52 2 1 att_5_gate_1 att_5_gate_sigmoid att_5_gate_silu 0=2
+MemoryData data_att_5_time_first 0 1 att_5_time_first 0=1 1=64 2=5 21=0
+BinaryOp mul_53 2 1 att_5_key att_5_time_decay_clip_exp att_5_key_extended 0=2
+Reshape reshape_31 1 1 att_5_key_extended att_5_key_reshape 0=1 1=64 2=5
+Reshape reshape_32 1 1 att_5_value att_5_value_reshape 0=64 1=1 2=5
+Reshape reshape_33 1 1 att_5_receptance att_5_receptance_reshape 0=64 1=1 2=5
+Reshape reshape_34 1 1 att_5_time_decay att_5_time_decay_reshape 0=1 1=64 2=5
+MatMul matmul_att_5_kv 2 1 att_5_key_reshape att_5_value_reshape att_5_kv 0=0
+Split split_att_5_kv 1 2 att_5_kv att_5_kv_0 att_5_kv_1
+Split split_state_16_in 1 2 state_16_in att_5_wkv_state_0 att_5_wkv_state_1
+BinaryOp mul_54 2 1 att_5_kv_0 att_5_time_first att_5_kv_time_first 0=2
+BinaryOp add_54 2 1 att_5_kv_time_first att_5_wkv_state_0 att_5_kv_tf_state 0=0
+MatMul matmul_att_5_wkv_out 2 1 att_5_receptance_reshape att_5_kv_tf_state att_5_wkv_out 0=0
+BinaryOp mul_55 2 1 att_5_wkv_state_1 att_5_time_decay_reshape att_5_state_td 0=2
+BinaryOp add_55 2 1 att_5_state_td att_5_kv_1 state_16_out 0=0
+Reshape reshape_35 1 1 att_5_wkv_out att_5_wkv_out_flatten 0=320
+GroupNorm groupnorm_5 1 1 att_5_wkv_out_flatten att_5_x_gn 0=5 1=320 2=0.00001 3=1
+BinaryOp mul_56 2 1 att_5_x_gn att_5_gate_silu att_5_x_gate 0=2
+Gemm gemm_att_5_x_out 1 1 att_5_x_gate att_5_x_out 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+BinaryOp add_56 2 1 att_5_x_out att_5_x_last time_mixing_5_out 0=0
+Split split_time_mixing_5_out 1 2 time_mixing_5_out ffn_5_x_last ffn_5_x
+LayerNorm layernorm_11 1 1 ffn_5_x ffn_5_xx 0=320 1=0.00001 2=1
+Split split_ffn_5_xx 1 4 ffn_5_xx ffn_5_xx_0 ffn_5_xx_1 ffn_5_xx_2 state_17_out
+BinaryOp sub_11 2 1 state_17_in ffn_5_xx_0 ffn_5_sx 0=1
+Split split_ffn_5_sx 1 2 ffn_5_sx ffn_5_sx_0 ffn_5_sx_1
+MemoryData data_ffn_5_maa_k 0 1 ffn_5_maa_k 0=320 21=0
+MemoryData data_ffn_5_maa_r 0 1 ffn_5_maa_r 0=320 21=0
+BinaryOp mul_57 2 1 ffn_5_sx_0 ffn_5_maa_k ffn_5_xk 0=2
+BinaryOp mul_58 2 1 ffn_5_sx_1 ffn_5_maa_r ffn_5_xr 0=2
+BinaryOp add_57 2 1 ffn_5_xk ffn_5_xx_1 ffn_5_xxk 0=0
+BinaryOp add_58 2 1 ffn_5_xr ffn_5_xx_2 ffn_5_xxr 0=0
+Gemm gemm_ffn_5_key 1 1 ffn_5_xxk ffn_5_key 4=0 5=1 6=0 7=0 8=1120 9=320 10=-1
+Gemm gemm_ffn_5_receptance 1 1 ffn_5_xxr ffn_5_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Sigmoid sigmoid_11 1 1 ffn_5_receptance ffn_5_receptance_sigmoid
+ReLU relu_5 1 1 ffn_5_key ffn_5_key_relu
+UnaryOp square_ffn_5_key_relu 1 1 ffn_5_key_relu ffn_5_key_relu_square 0=4
+Gemm gemm_ffn_5_value 1 1 ffn_5_key_relu_square ffn_5_value 4=0 5=1 6=0 7=0 8=320 9=1120 10=-1
+BinaryOp mul_59 2 1 ffn_5_value ffn_5_receptance_sigmoid ffn_5_rv 0=2
+BinaryOp add_59 2 1 ffn_5_rv ffn_5_x_last channel_mixing_5_out 0=0
+Split split_channel_mixing_5_out 1 2 channel_mixing_5_out att_6_x_last att_6_x
+LayerNorm layernorm_12 1 1 att_6_x att_6_xx 0=320 1=0.00001 2=1
+Split split_att_6_xx 1 4 att_6_xx att_6_xx_0 att_6_xx_1 att_6_xx_2 state_18_out
+BinaryOp sub_12 2 1 state_18_in att_6_xx_0 att_6_sx 0=1
+Split split_att_6_sx 1 2 att_6_sx att_6_sx_0 att_6_sx_1
+MemoryData data_att_6_maa_x 0 1 att_6_maa_x 0=320 21=0
+BinaryOp mul_60 2 1 att_6_sx_0 att_6_maa_x att_6_maa_xx 0=2
+BinaryOp add_60 2 1 att_6_xx_1 att_6_maa_xx att_6_xxx 0=0
+Gemm gemm_att_6_maa_x_lora 1 1 att_6_xxx att_6_maa_x_lora 4=0 5=1 6=0 7=0 8=160 9=320 10=-1
+TanH tanh_att_6_maa_x_lora 1 1 att_6_maa_x_lora att_6_maa_x_lora_tanh
+Reshape reshape_36 1 1 att_6_maa_x_lora_tanh att_6_maa_x_lora_tanh_reshape 0=-1 1=1 2=5
+MemoryData data_att_6_maa_w2 0 1 att_6_maa_w2 0=320 1=32 2=5 21=0
+MatMul matmul_att_6_maa_x_post_lora 2 1 att_6_maa_x_lora_tanh_reshape att_6_maa_w2 att_6_maa_x_post_lora 0=0
+MemoryData data_att_6_maa 0 1 att_6_maa 0=320 1=1 2=5 21=0
+BinaryOp add_61 2 1 att_6_maa_x_post_lora att_6_maa att_6_maa_wkvrg_pre 0=0
+Squeeze squeeze_att_6_maa_wkvrg_pre_squeezed 1 1 att_6_maa_wkvrg_pre att_6_maa_wkvrg_pre_squeezed 1=1
+BinaryOp mul_61 2 1 att_6_sx_1 att_6_maa_wkvrg_pre_squeezed att_6_maa_wkvrg_sx 0=2
+BinaryOp add_62 2 1 att_6_xx_2 att_6_maa_wkvrg_sx att_6_maa_wkvrg 0=0
+Slice slice_att_6_maa_wkvrg 1 5 att_6_maa_wkvrg att_6_mw att_6_mk att_6_mv att_6_mr att_6_mg -23300=5,-233,-233,-233,-233,-233 1=0
+Gemm gemm_att_6_mw_lora 1 1 att_6_mw att_6_mw_lora 4=0 5=1 6=0 7=0 8=64 9=320 10=-1
+TanH tanh_att_6_mw_lora 1 1 att_6_mw_lora att_6_mw_lora_tanh
+Gemm gemm_att_6_mw_lora_tanh_linear 1 1 att_6_mw_lora_tanh att_6_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=320 9=64 10=-1
+MemoryData data_att_6_td 0 1 att_6_td 0=320 21=0
+BinaryOp add_63 2 1 att_6_mw_lora_tanh_linear att_6_td att_6_time_decay_pre 0=0
+Split split_att_6_time_decay_pre 1 2 att_6_time_decay_pre att_6_time_decay_pre_0 att_6_time_decay_pre_1
+Exp exp_18 1 1 att_6_time_decay_pre_0 att_6_time_decay_exp0
+Exp exp_19 1 1 att_6_time_decay_exp0 att_6_time_decay 1=-1.0
+Clip clip_6 1 1 att_6_time_decay_pre_1 att_6_time_decay_clip 1=0
+Exp exp_20 1 1 att_6_time_decay_clip att_6_time_decay_clip_exp
+Gemm gemm_att_6_key 1 1 att_6_mk att_6_key 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_6_value 1 1 att_6_mv att_6_value 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_6_receptance 1 1 att_6_mr att_6_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_6_gate 1 1 att_6_mg att_6_gate 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Split split_att_6_gate 1 2 att_6_gate att_6_gate_0 att_6_gate_1
+Sigmoid sigmoid_12 1 1 att_6_gate_0 att_6_gate_sigmoid
+BinaryOp mul_62 2 1 att_6_gate_1 att_6_gate_sigmoid att_6_gate_silu 0=2
+MemoryData data_att_6_time_first 0 1 att_6_time_first 0=1 1=64 2=5 21=0
+BinaryOp mul_63 2 1 att_6_key att_6_time_decay_clip_exp att_6_key_extended 0=2
+Reshape reshape_37 1 1 att_6_key_extended att_6_key_reshape 0=1 1=64 2=5
+Reshape reshape_38 1 1 att_6_value att_6_value_reshape 0=64 1=1 2=5
+Reshape reshape_39 1 1 att_6_receptance att_6_receptance_reshape 0=64 1=1 2=5
+Reshape reshape_40 1 1 att_6_time_decay att_6_time_decay_reshape 0=1 1=64 2=5
+MatMul matmul_att_6_kv 2 1 att_6_key_reshape att_6_value_reshape att_6_kv 0=0
+Split split_att_6_kv 1 2 att_6_kv att_6_kv_0 att_6_kv_1
+Split split_state_19_in 1 2 state_19_in att_6_wkv_state_0 att_6_wkv_state_1
+BinaryOp mul_64 2 1 att_6_kv_0 att_6_time_first att_6_kv_time_first 0=2
+BinaryOp add_64 2 1 att_6_kv_time_first att_6_wkv_state_0 att_6_kv_tf_state 0=0
+MatMul matmul_att_6_wkv_out 2 1 att_6_receptance_reshape att_6_kv_tf_state att_6_wkv_out 0=0
+BinaryOp mul_65 2 1 att_6_wkv_state_1 att_6_time_decay_reshape att_6_state_td 0=2
+BinaryOp add_65 2 1 att_6_state_td att_6_kv_1 state_19_out 0=0
+Reshape reshape_41 1 1 att_6_wkv_out att_6_wkv_out_flatten 0=320
+GroupNorm groupnorm_6 1 1 att_6_wkv_out_flatten att_6_x_gn 0=5 1=320 2=0.00001 3=1
+BinaryOp mul_66 2 1 att_6_x_gn att_6_gate_silu att_6_x_gate 0=2
+Gemm gemm_att_6_x_out 1 1 att_6_x_gate att_6_x_out 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+BinaryOp add_66 2 1 att_6_x_out att_6_x_last time_mixing_6_out 0=0
+Split split_time_mixing_6_out 1 2 time_mixing_6_out ffn_6_x_last ffn_6_x
+LayerNorm layernorm_13 1 1 ffn_6_x ffn_6_xx 0=320 1=0.00001 2=1
+Split split_ffn_6_xx 1 4 ffn_6_xx ffn_6_xx_0 ffn_6_xx_1 ffn_6_xx_2 state_20_out
+BinaryOp sub_13 2 1 state_20_in ffn_6_xx_0 ffn_6_sx 0=1
+Split split_ffn_6_sx 1 2 ffn_6_sx ffn_6_sx_0 ffn_6_sx_1
+MemoryData data_ffn_6_maa_k 0 1 ffn_6_maa_k 0=320 21=0
+MemoryData data_ffn_6_maa_r 0 1 ffn_6_maa_r 0=320 21=0
+BinaryOp mul_67 2 1 ffn_6_sx_0 ffn_6_maa_k ffn_6_xk 0=2
+BinaryOp mul_68 2 1 ffn_6_sx_1 ffn_6_maa_r ffn_6_xr 0=2
+BinaryOp add_67 2 1 ffn_6_xk ffn_6_xx_1 ffn_6_xxk 0=0
+BinaryOp add_68 2 1 ffn_6_xr ffn_6_xx_2 ffn_6_xxr 0=0
+Gemm gemm_ffn_6_key 1 1 ffn_6_xxk ffn_6_key 4=0 5=1 6=0 7=0 8=1120 9=320 10=-1
+Gemm gemm_ffn_6_receptance 1 1 ffn_6_xxr ffn_6_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Sigmoid sigmoid_13 1 1 ffn_6_receptance ffn_6_receptance_sigmoid
+ReLU relu_6 1 1 ffn_6_key ffn_6_key_relu
+UnaryOp square_ffn_6_key_relu 1 1 ffn_6_key_relu ffn_6_key_relu_square 0=4
+Gemm gemm_ffn_6_value 1 1 ffn_6_key_relu_square ffn_6_value 4=0 5=1 6=0 7=0 8=320 9=1120 10=-1
+BinaryOp mul_69 2 1 ffn_6_value ffn_6_receptance_sigmoid ffn_6_rv 0=2
+BinaryOp add_69 2 1 ffn_6_rv ffn_6_x_last channel_mixing_6_out 0=0
+Split split_channel_mixing_6_out 1 2 channel_mixing_6_out att_7_x_last att_7_x
+LayerNorm layernorm_14 1 1 att_7_x att_7_xx 0=320 1=0.00001 2=1
+Split split_att_7_xx 1 4 att_7_xx att_7_xx_0 att_7_xx_1 att_7_xx_2 state_21_out
+BinaryOp sub_14 2 1 state_21_in att_7_xx_0 att_7_sx 0=1
+Split split_att_7_sx 1 2 att_7_sx att_7_sx_0 att_7_sx_1
+MemoryData data_att_7_maa_x 0 1 att_7_maa_x 0=320 21=0
+BinaryOp mul_70 2 1 att_7_sx_0 att_7_maa_x att_7_maa_xx 0=2
+BinaryOp add_70 2 1 att_7_xx_1 att_7_maa_xx att_7_xxx 0=0
+Gemm gemm_att_7_maa_x_lora 1 1 att_7_xxx att_7_maa_x_lora 4=0 5=1 6=0 7=0 8=160 9=320 10=-1
+TanH tanh_att_7_maa_x_lora 1 1 att_7_maa_x_lora att_7_maa_x_lora_tanh
+Reshape reshape_42 1 1 att_7_maa_x_lora_tanh att_7_maa_x_lora_tanh_reshape 0=-1 1=1 2=5
+MemoryData data_att_7_maa_w2 0 1 att_7_maa_w2 0=320 1=32 2=5 21=0
+MatMul matmul_att_7_maa_x_post_lora 2 1 att_7_maa_x_lora_tanh_reshape att_7_maa_w2 att_7_maa_x_post_lora 0=0
+MemoryData data_att_7_maa 0 1 att_7_maa 0=320 1=1 2=5 21=0
+BinaryOp add_71 2 1 att_7_maa_x_post_lora att_7_maa att_7_maa_wkvrg_pre 0=0
+Squeeze squeeze_att_7_maa_wkvrg_pre_squeezed 1 1 att_7_maa_wkvrg_pre att_7_maa_wkvrg_pre_squeezed 1=1
+BinaryOp mul_71 2 1 att_7_sx_1 att_7_maa_wkvrg_pre_squeezed att_7_maa_wkvrg_sx 0=2
+BinaryOp add_72 2 1 att_7_xx_2 att_7_maa_wkvrg_sx att_7_maa_wkvrg 0=0
+Slice slice_att_7_maa_wkvrg 1 5 att_7_maa_wkvrg att_7_mw att_7_mk att_7_mv att_7_mr att_7_mg -23300=5,-233,-233,-233,-233,-233 1=0
+Gemm gemm_att_7_mw_lora 1 1 att_7_mw att_7_mw_lora 4=0 5=1 6=0 7=0 8=64 9=320 10=-1
+TanH tanh_att_7_mw_lora 1 1 att_7_mw_lora att_7_mw_lora_tanh
+Gemm gemm_att_7_mw_lora_tanh_linear 1 1 att_7_mw_lora_tanh att_7_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=320 9=64 10=-1
+MemoryData data_att_7_td 0 1 att_7_td 0=320 21=0
+BinaryOp add_73 2 1 att_7_mw_lora_tanh_linear att_7_td att_7_time_decay_pre 0=0
+Split split_att_7_time_decay_pre 1 2 att_7_time_decay_pre att_7_time_decay_pre_0 att_7_time_decay_pre_1
+Exp exp_21 1 1 att_7_time_decay_pre_0 att_7_time_decay_exp0
+Exp exp_22 1 1 att_7_time_decay_exp0 att_7_time_decay 1=-1.0
+Clip clip_7 1 1 att_7_time_decay_pre_1 att_7_time_decay_clip 1=0
+Exp exp_23 1 1 att_7_time_decay_clip att_7_time_decay_clip_exp
+Gemm gemm_att_7_key 1 1 att_7_mk att_7_key 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_7_value 1 1 att_7_mv att_7_value 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_7_receptance 1 1 att_7_mr att_7_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Gemm gemm_att_7_gate 1 1 att_7_mg att_7_gate 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Split split_att_7_gate 1 2 att_7_gate att_7_gate_0 att_7_gate_1
+Sigmoid sigmoid_14 1 1 att_7_gate_0 att_7_gate_sigmoid
+BinaryOp mul_72 2 1 att_7_gate_1 att_7_gate_sigmoid att_7_gate_silu 0=2
+MemoryData data_att_7_time_first 0 1 att_7_time_first 0=1 1=64 2=5 21=0
+BinaryOp mul_73 2 1 att_7_key att_7_time_decay_clip_exp att_7_key_extended 0=2
+Reshape reshape_43 1 1 att_7_key_extended att_7_key_reshape 0=1 1=64 2=5
+Reshape reshape_44 1 1 att_7_value att_7_value_reshape 0=64 1=1 2=5
+Reshape reshape_45 1 1 att_7_receptance att_7_receptance_reshape 0=64 1=1 2=5
+Reshape reshape_46 1 1 att_7_time_decay att_7_time_decay_reshape 0=1 1=64 2=5
+MatMul matmul_att_7_kv 2 1 att_7_key_reshape att_7_value_reshape att_7_kv 0=0
+Split split_att_7_kv 1 2 att_7_kv att_7_kv_0 att_7_kv_1
+Split split_state_22_in 1 2 state_22_in att_7_wkv_state_0 att_7_wkv_state_1
+BinaryOp mul_74 2 1 att_7_kv_0 att_7_time_first att_7_kv_time_first 0=2
+BinaryOp add_74 2 1 att_7_kv_time_first att_7_wkv_state_0 att_7_kv_tf_state 0=0
+MatMul matmul_att_7_wkv_out 2 1 att_7_receptance_reshape att_7_kv_tf_state att_7_wkv_out 0=0
+BinaryOp mul_75 2 1 att_7_wkv_state_1 att_7_time_decay_reshape att_7_state_td 0=2
+BinaryOp add_75 2 1 att_7_state_td att_7_kv_1 state_22_out 0=0
+Reshape reshape_47 1 1 att_7_wkv_out att_7_wkv_out_flatten 0=320
+GroupNorm groupnorm_7 1 1 att_7_wkv_out_flatten att_7_x_gn 0=5 1=320 2=0.00001 3=1
+BinaryOp mul_76 2 1 att_7_x_gn att_7_gate_silu att_7_x_gate 0=2
+Gemm gemm_att_7_x_out 1 1 att_7_x_gate att_7_x_out 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+BinaryOp add_76 2 1 att_7_x_out att_7_x_last time_mixing_7_out 0=0
+Split split_time_mixing_7_out 1 2 time_mixing_7_out ffn_7_x_last ffn_7_x
+LayerNorm layernorm_15 1 1 ffn_7_x ffn_7_xx 0=320 1=0.00001 2=1
+Split split_ffn_7_xx 1 4 ffn_7_xx ffn_7_xx_0 ffn_7_xx_1 ffn_7_xx_2 state_23_out
+BinaryOp sub_15 2 1 state_23_in ffn_7_xx_0 ffn_7_sx 0=1
+Split split_ffn_7_sx 1 2 ffn_7_sx ffn_7_sx_0 ffn_7_sx_1
+MemoryData data_ffn_7_maa_k 0 1 ffn_7_maa_k 0=320 21=0
+MemoryData data_ffn_7_maa_r 0 1 ffn_7_maa_r 0=320 21=0
+BinaryOp mul_77 2 1 ffn_7_sx_0 ffn_7_maa_k ffn_7_xk 0=2
+BinaryOp mul_78 2 1 ffn_7_sx_1 ffn_7_maa_r ffn_7_xr 0=2
+BinaryOp add_77 2 1 ffn_7_xk ffn_7_xx_1 ffn_7_xxk 0=0
+BinaryOp add_78 2 1 ffn_7_xr ffn_7_xx_2 ffn_7_xxr 0=0
+Gemm gemm_ffn_7_key 1 1 ffn_7_xxk ffn_7_key 4=0 5=1 6=0 7=0 8=1120 9=320 10=-1
+Gemm gemm_ffn_7_receptance 1 1 ffn_7_xxr ffn_7_receptance 4=0 5=1 6=0 7=0 8=320 9=320 10=-1
+Sigmoid sigmoid_15 1 1 ffn_7_receptance ffn_7_receptance_sigmoid
+ReLU relu_7 1 1 ffn_7_key ffn_7_key_relu
+UnaryOp square_ffn_7_key_relu 1 1 ffn_7_key_relu ffn_7_key_relu_square 0=4
+Gemm gemm_ffn_7_value 1 1 ffn_7_key_relu_square ffn_7_value 4=0 5=1 6=0 7=0 8=320 9=1120 10=-1
+BinaryOp mul_79 2 1 ffn_7_value ffn_7_receptance_sigmoid ffn_7_rv 0=2
+BinaryOp add_79 2 1 ffn_7_rv ffn_7_x_last channel_mixing_7_out 0=0
+LayerNorm layernorm_16 1 1 channel_mixing_7_out norm_head 0=320 1=0.00001 2=1
+Gemm gemm_logits 1 1 norm_head logits 4=0 5=1 6=0 7=0 8=133 9=320 10=-1
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+Padding                  pad_230                  1 1 255 256 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_263               1 1 256 257 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_555            1 1 257 258 0=1
+LayerNorm                ln_322                   1 1 258 259 0=256 1=1.000000e-05 2=1
+Permute                  transpose_556            1 1 259 260 0=1
+Mish                     mish_464                 1 1 260 261
+Convolution1D            conv1d_264               1 1 244 262 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_37                   2 1 261 14 263 0=2
+BinaryOp                 add_38                   2 1 263 262 264 0=0
+Permute                  permute_521              1 1 264 265 0=1
+Split                    splitncnn_23             1 2 265 266 267
+LayerNorm                ln_323                   1 1 267 268 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_8         1 1 268 269 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_39                   2 1 269 266 270 0=0
+Split                    splitncnn_24             1 2 270 271 272
+LayerNorm                ln_324                   1 1 272 273 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_72                  1 1 273 274 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_176                 1 1 274 275
+Gemm                     gemm_73                  1 1 275 276 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_40                   2 1 276 271 277 0=0
+Split                    splitncnn_25             1 2 277 278 279
+LayerNorm                ln_325                   1 1 279 280 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_9         1 1 280 281 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_41                   2 1 281 278 282 0=0
+Split                    splitncnn_26             1 2 282 283 284
+LayerNorm                ln_326                   1 1 284 285 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_74                  1 1 285 286 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_177                 1 1 286 287
+Gemm                     gemm_75                  1 1 287 288 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_42                   2 1 288 283 289 0=0
+Split                    splitncnn_27             1 2 289 290 291
+LayerNorm                ln_327                   1 1 291 292 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_10        1 1 292 293 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_43                   2 1 293 290 294 0=0
+Split                    splitncnn_28             1 2 294 295 296
+LayerNorm                ln_328                   1 1 296 297 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_76                  1 1 297 298 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_178                 1 1 298 299
+Gemm                     gemm_77                  1 1 299 300 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_44                   2 1 300 295 301 0=0
+Split                    splitncnn_29             1 2 301 302 303
+LayerNorm                ln_329                   1 1 303 304 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_11        1 1 304 305 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_45                   2 1 305 302 306 0=0
+Split                    splitncnn_30             1 2 306 307 308
+LayerNorm                ln_330                   1 1 308 309 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_78                  1 1 309 310 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_179                 1 1 310 311
+Gemm                     gemm_79                  1 1 311 312 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_46                   2 1 312 307 313 0=0
+Permute                  permute_522              1 1 313 314 0=1
+BinaryOp                 mul_47                   2 1 314 15 315 0=2
+Split                    splitncnn_31             1 2 315 316 317
+Padding                  pad_231                  1 1 316 318 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_265               1 1 318 319 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_557            1 1 319 320 0=1
+LayerNorm                ln_331                   1 1 320 321 0=256 1=1.000000e-05 2=1
+Permute                  transpose_558            1 1 321 322 0=1
+Mish                     mish_465                 1 1 322 323
+InnerProduct             linear_447               1 1 95 324 0=256 1=1 2=262144
+ExpandDims               unsqueeze_607            1 1 324 325 -23303=1,-1
+BinaryOp                 mul_48                   2 1 323 16 326 0=2
+BinaryOp                 add_49                   2 1 326 325 327 0=0
+BinaryOp                 mul_50                   2 1 327 17 328 0=2
+Padding                  pad_232                  1 1 328 329 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_266               1 1 329 330 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_559            1 1 330 331 0=1
+LayerNorm                ln_332                   1 1 331 332 0=256 1=1.000000e-05 2=1
+Permute                  transpose_560            1 1 332 333 0=1
+Mish                     mish_466                 1 1 333 334
+Convolution1D            conv1d_267               1 1 317 335 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_51                   2 1 334 18 336 0=2
+BinaryOp                 add_52                   2 1 336 335 337 0=0
+Permute                  permute_523              1 1 337 338 0=1
+Split                    splitncnn_32             1 2 338 339 340
+LayerNorm                ln_333                   1 1 340 341 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_12        1 1 341 342 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_53                   2 1 342 339 343 0=0
+Split                    splitncnn_33             1 2 343 344 345
+LayerNorm                ln_334                   1 1 345 346 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_80                  1 1 346 347 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_180                 1 1 347 348
+Gemm                     gemm_81                  1 1 348 349 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_54                   2 1 349 344 350 0=0
+Split                    splitncnn_34             1 2 350 351 352
+LayerNorm                ln_335                   1 1 352 353 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_13        1 1 353 354 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_55                   2 1 354 351 355 0=0
+Split                    splitncnn_35             1 2 355 356 357
+LayerNorm                ln_336                   1 1 357 358 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_82                  1 1 358 359 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_181                 1 1 359 360
+Gemm                     gemm_83                  1 1 360 361 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_56                   2 1 361 356 362 0=0
+Split                    splitncnn_36             1 2 362 363 364
+LayerNorm                ln_337                   1 1 364 365 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_14        1 1 365 366 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_57                   2 1 366 363 367 0=0
+Split                    splitncnn_37             1 2 367 368 369
+LayerNorm                ln_338                   1 1 369 370 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_84                  1 1 370 371 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_182                 1 1 371 372
+Gemm                     gemm_85                  1 1 372 373 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_58                   2 1 373 368 374 0=0
+Split                    splitncnn_38             1 2 374 375 376
+LayerNorm                ln_339                   1 1 376 377 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_15        1 1 377 378 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_59                   2 1 378 375 379 0=0
+Split                    splitncnn_39             1 2 379 380 381
+LayerNorm                ln_340                   1 1 381 382 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_86                  1 1 382 383 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_183                 1 1 383 384
+Gemm                     gemm_87                  1 1 384 385 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_60                   2 1 385 380 386 0=0
+Permute                  permute_524              1 1 386 387 0=1
+BinaryOp                 mul_61                   2 1 387 19 388 0=2
+Split                    splitncnn_40             1 2 388 389 390
+Padding                  pad_233                  1 1 389 391 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_268               1 1 391 392 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_561            1 1 392 393 0=1
+LayerNorm                ln_341                   1 1 393 394 0=256 1=1.000000e-05 2=1
+Permute                  transpose_562            1 1 394 395 0=1
+Mish                     mish_467                 1 1 395 396
+InnerProduct             linear_448               1 1 94 397 0=256 1=1 2=262144
+ExpandDims               unsqueeze_608            1 1 397 398 -23303=1,-1
+BinaryOp                 mul_62                   2 1 396 20 399 0=2
+BinaryOp                 add_63                   2 1 399 398 400 0=0
+BinaryOp                 mul_64                   2 1 400 21 401 0=2
+Padding                  pad_234                  1 1 401 402 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_269               1 1 402 403 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_563            1 1 403 404 0=1
+LayerNorm                ln_342                   1 1 404 405 0=256 1=1.000000e-05 2=1
+Permute                  transpose_564            1 1 405 406 0=1
+Mish                     mish_468                 1 1 406 407
+Convolution1D            conv1d_270               1 1 390 408 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_65                   2 1 407 22 409 0=2
+BinaryOp                 add_66                   2 1 409 408 410 0=0
+Permute                  permute_525              1 1 410 411 0=1
+Split                    splitncnn_41             1 2 411 412 413
+LayerNorm                ln_343                   1 1 413 414 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_16        1 1 414 415 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_67                   2 1 415 412 416 0=0
+Split                    splitncnn_42             1 2 416 417 418
+LayerNorm                ln_344                   1 1 418 419 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_88                  1 1 419 420 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_184                 1 1 420 421
+Gemm                     gemm_89                  1 1 421 422 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_68                   2 1 422 417 423 0=0
+Split                    splitncnn_43             1 2 423 424 425
+LayerNorm                ln_345                   1 1 425 426 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_17        1 1 426 427 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_69                   2 1 427 424 428 0=0
+Split                    splitncnn_44             1 2 428 429 430
+LayerNorm                ln_346                   1 1 430 431 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_90                  1 1 431 432 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_185                 1 1 432 433
+Gemm                     gemm_91                  1 1 433 434 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_70                   2 1 434 429 435 0=0
+Split                    splitncnn_45             1 2 435 436 437
+LayerNorm                ln_347                   1 1 437 438 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_18        1 1 438 439 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_71                   2 1 439 436 440 0=0
+Split                    splitncnn_46             1 2 440 441 442
+LayerNorm                ln_348                   1 1 442 443 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_92                  1 1 443 444 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_186                 1 1 444 445
+Gemm                     gemm_93                  1 1 445 446 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_72                   2 1 446 441 447 0=0
+Split                    splitncnn_47             1 2 447 448 449
+LayerNorm                ln_349                   1 1 449 450 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_19        1 1 450 451 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_73                   2 1 451 448 452 0=0
+Split                    splitncnn_48             1 2 452 453 454
+LayerNorm                ln_350                   1 1 454 455 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_94                  1 1 455 456 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_187                 1 1 456 457
+Gemm                     gemm_95                  1 1 457 458 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_74                   2 1 458 453 459 0=0
+Permute                  permute_526              1 1 459 460 0=1
+BinaryOp                 mul_75                   2 1 460 23 461 0=2
+Split                    splitncnn_49             1 2 461 462 463
+Padding                  pad_235                  1 1 462 464 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_271               1 1 464 465 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_565            1 1 465 466 0=1
+LayerNorm                ln_351                   1 1 466 467 0=256 1=1.000000e-05 2=1
+Permute                  transpose_566            1 1 467 468 0=1
+Mish                     mish_469                 1 1 468 469
+InnerProduct             linear_449               1 1 93 470 0=256 1=1 2=262144
+ExpandDims               unsqueeze_609            1 1 470 471 -23303=1,-1
+BinaryOp                 mul_76                   2 1 469 24 472 0=2
+BinaryOp                 add_77                   2 1 472 471 473 0=0
+BinaryOp                 mul_78                   2 1 473 25 474 0=2
+Padding                  pad_236                  1 1 474 475 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_272               1 1 475 476 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_567            1 1 476 477 0=1
+LayerNorm                ln_352                   1 1 477 478 0=256 1=1.000000e-05 2=1
+Permute                  transpose_568            1 1 478 479 0=1
+Mish                     mish_470                 1 1 479 480
+Convolution1D            conv1d_273               1 1 463 481 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_79                   2 1 480 26 482 0=2
+BinaryOp                 add_80                   2 1 482 481 483 0=0
+Permute                  permute_527              1 1 483 484 0=1
+Split                    splitncnn_50             1 2 484 485 486
+LayerNorm                ln_353                   1 1 486 487 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_20        1 1 487 488 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_81                   2 1 488 485 489 0=0
+Split                    splitncnn_51             1 2 489 490 491
+LayerNorm                ln_354                   1 1 491 492 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_96                  1 1 492 493 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_188                 1 1 493 494
+Gemm                     gemm_97                  1 1 494 495 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_82                   2 1 495 490 496 0=0
+Split                    splitncnn_52             1 2 496 497 498
+LayerNorm                ln_355                   1 1 498 499 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_21        1 1 499 500 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_83                   2 1 500 497 501 0=0
+Split                    splitncnn_53             1 2 501 502 503
+LayerNorm                ln_356                   1 1 503 504 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_98                  1 1 504 505 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_189                 1 1 505 506
+Gemm                     gemm_99                  1 1 506 507 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_84                   2 1 507 502 508 0=0
+Split                    splitncnn_54             1 2 508 509 510
+LayerNorm                ln_357                   1 1 510 511 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_22        1 1 511 512 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_85                   2 1 512 509 513 0=0
+Split                    splitncnn_55             1 2 513 514 515
+LayerNorm                ln_358                   1 1 515 516 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_100                 1 1 516 517 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_190                 1 1 517 518
+Gemm                     gemm_101                 1 1 518 519 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_86                   2 1 519 514 520 0=0
+Split                    splitncnn_56             1 2 520 521 522
+LayerNorm                ln_359                   1 1 522 523 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_23        1 1 523 524 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_87                   2 1 524 521 525 0=0
+Split                    splitncnn_57             1 2 525 526 527
+LayerNorm                ln_360                   1 1 527 528 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_102                 1 1 528 529 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_191                 1 1 529 530
+Gemm                     gemm_103                 1 1 530 531 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_88                   2 1 531 526 532 0=0
+Permute                  permute_528              1 1 532 533 0=1
+BinaryOp                 mul_89                   2 1 533 27 534 0=2
+Split                    splitncnn_58             1 2 534 535 536
+Padding                  pad_237                  1 1 535 537 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_274               1 1 537 538 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_569            1 1 538 539 0=1
+LayerNorm                ln_361                   1 1 539 540 0=256 1=1.000000e-05 2=1
+Permute                  transpose_570            1 1 540 541 0=1
+Mish                     mish_471                 1 1 541 542
+InnerProduct             linear_450               1 1 92 543 0=256 1=1 2=262144
+ExpandDims               unsqueeze_610            1 1 543 544 -23303=1,-1
+BinaryOp                 mul_90                   2 1 542 28 545 0=2
+BinaryOp                 add_91                   2 1 545 544 546 0=0
+BinaryOp                 mul_92                   2 1 546 29 547 0=2
+Padding                  pad_238                  1 1 547 548 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_275               1 1 548 549 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_571            1 1 549 550 0=1
+LayerNorm                ln_362                   1 1 550 551 0=256 1=1.000000e-05 2=1
+Permute                  transpose_572            1 1 551 552 0=1
+Mish                     mish_472                 1 1 552 553
+Convolution1D            conv1d_276               1 1 536 554 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_93                   2 1 553 30 555 0=2
+BinaryOp                 add_94                   2 1 555 554 556 0=0
+Permute                  permute_529              1 1 556 557 0=1
+Split                    splitncnn_59             1 2 557 558 559
+LayerNorm                ln_363                   1 1 559 560 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_24        1 1 560 561 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_95                   2 1 561 558 562 0=0
+Split                    splitncnn_60             1 2 562 563 564
+LayerNorm                ln_364                   1 1 564 565 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_104                 1 1 565 566 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_192                 1 1 566 567
+Gemm                     gemm_105                 1 1 567 568 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_96                   2 1 568 563 569 0=0
+Split                    splitncnn_61             1 2 569 570 571
+LayerNorm                ln_365                   1 1 571 572 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_25        1 1 572 573 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_97                   2 1 573 570 574 0=0
+Split                    splitncnn_62             1 2 574 575 576
+LayerNorm                ln_366                   1 1 576 577 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_106                 1 1 577 578 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_193                 1 1 578 579
+Gemm                     gemm_107                 1 1 579 580 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_98                   2 1 580 575 581 0=0
+Split                    splitncnn_63             1 2 581 582 583
+LayerNorm                ln_367                   1 1 583 584 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_26        1 1 584 585 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_99                   2 1 585 582 586 0=0
+Split                    splitncnn_64             1 2 586 587 588
+LayerNorm                ln_368                   1 1 588 589 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_108                 1 1 589 590 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_194                 1 1 590 591
+Gemm                     gemm_109                 1 1 591 592 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_100                  2 1 592 587 593 0=0
+Split                    splitncnn_65             1 2 593 594 595
+LayerNorm                ln_369                   1 1 595 596 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_27        1 1 596 597 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_101                  2 1 597 594 598 0=0
+Split                    splitncnn_66             1 2 598 599 600
+LayerNorm                ln_370                   1 1 600 601 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_110                 1 1 601 602 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_195                 1 1 602 603
+Gemm                     gemm_111                 1 1 603 604 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_102                  2 1 604 599 605 0=0
+Permute                  permute_530              1 1 605 606 0=1
+BinaryOp                 mul_103                  2 1 606 31 607 0=2
+Split                    splitncnn_67             1 2 607 608 609
+Padding                  pad_239                  1 1 608 610 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_277               1 1 610 611 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_573            1 1 611 612 0=1
+LayerNorm                ln_371                   1 1 612 613 0=256 1=1.000000e-05 2=1
+Permute                  transpose_574            1 1 613 614 0=1
+Mish                     mish_473                 1 1 614 615
+InnerProduct             linear_451               1 1 91 616 0=256 1=1 2=262144
+ExpandDims               unsqueeze_611            1 1 616 617 -23303=1,-1
+BinaryOp                 mul_104                  2 1 615 32 618 0=2
+BinaryOp                 add_105                  2 1 618 617 619 0=0
+BinaryOp                 mul_106                  2 1 619 33 620 0=2
+Padding                  pad_240                  1 1 620 621 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_278               1 1 621 622 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_575            1 1 622 623 0=1
+LayerNorm                ln_372                   1 1 623 624 0=256 1=1.000000e-05 2=1
+Permute                  transpose_576            1 1 624 625 0=1
+Mish                     mish_474                 1 1 625 626
+Convolution1D            conv1d_279               1 1 609 627 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_107                  2 1 626 34 628 0=2
+BinaryOp                 add_108                  2 1 628 627 629 0=0
+Permute                  permute_531              1 1 629 630 0=1
+Split                    splitncnn_68             1 2 630 631 632
+LayerNorm                ln_373                   1 1 632 633 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_28        1 1 633 634 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_109                  2 1 634 631 635 0=0
+Split                    splitncnn_69             1 2 635 636 637
+LayerNorm                ln_374                   1 1 637 638 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_112                 1 1 638 639 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_196                 1 1 639 640
+Gemm                     gemm_113                 1 1 640 641 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_110                  2 1 641 636 642 0=0
+Split                    splitncnn_70             1 2 642 643 644
+LayerNorm                ln_375                   1 1 644 645 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_29        1 1 645 646 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_111                  2 1 646 643 647 0=0
+Split                    splitncnn_71             1 2 647 648 649
+LayerNorm                ln_376                   1 1 649 650 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_114                 1 1 650 651 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_197                 1 1 651 652
+Gemm                     gemm_115                 1 1 652 653 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_112                  2 1 653 648 654 0=0
+Split                    splitncnn_72             1 2 654 655 656
+LayerNorm                ln_377                   1 1 656 657 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_30        1 1 657 658 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_113                  2 1 658 655 659 0=0
+Split                    splitncnn_73             1 2 659 660 661
+LayerNorm                ln_378                   1 1 661 662 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_116                 1 1 662 663 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_198                 1 1 663 664
+Gemm                     gemm_117                 1 1 664 665 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_114                  2 1 665 660 666 0=0
+Split                    splitncnn_74             1 2 666 667 668
+LayerNorm                ln_379                   1 1 668 669 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_31        1 1 669 670 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_115                  2 1 670 667 671 0=0
+Split                    splitncnn_75             1 2 671 672 673
+LayerNorm                ln_380                   1 1 673 674 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_118                 1 1 674 675 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_199                 1 1 675 676
+Gemm                     gemm_119                 1 1 676 677 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_116                  2 1 677 672 678 0=0
+Permute                  permute_532              1 1 678 679 0=1
+BinaryOp                 mul_117                  2 1 679 35 680 0=2
+Split                    splitncnn_76             1 2 680 681 682
+Padding                  pad_241                  1 1 681 683 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_280               1 1 683 684 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_577            1 1 684 685 0=1
+LayerNorm                ln_381                   1 1 685 686 0=256 1=1.000000e-05 2=1
+Permute                  transpose_578            1 1 686 687 0=1
+Mish                     mish_475                 1 1 687 688
+InnerProduct             linear_452               1 1 90 689 0=256 1=1 2=262144
+ExpandDims               unsqueeze_612            1 1 689 690 -23303=1,-1
+BinaryOp                 mul_118                  2 1 688 36 691 0=2
+BinaryOp                 add_119                  2 1 691 690 692 0=0
+BinaryOp                 mul_120                  2 1 692 37 693 0=2
+Padding                  pad_242                  1 1 693 694 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_281               1 1 694 695 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_579            1 1 695 696 0=1
+LayerNorm                ln_382                   1 1 696 697 0=256 1=1.000000e-05 2=1
+Permute                  transpose_580            1 1 697 698 0=1
+Mish                     mish_476                 1 1 698 699
+Convolution1D            conv1d_282               1 1 682 700 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_121                  2 1 699 38 701 0=2
+BinaryOp                 add_122                  2 1 701 700 702 0=0
+Permute                  permute_533              1 1 702 703 0=1
+Split                    splitncnn_77             1 2 703 704 705
+LayerNorm                ln_383                   1 1 705 706 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_32        1 1 706 707 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_123                  2 1 707 704 708 0=0
+Split                    splitncnn_78             1 2 708 709 710
+LayerNorm                ln_384                   1 1 710 711 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_120                 1 1 711 712 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_200                 1 1 712 713
+Gemm                     gemm_121                 1 1 713 714 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_124                  2 1 714 709 715 0=0
+Split                    splitncnn_79             1 2 715 716 717
+LayerNorm                ln_385                   1 1 717 718 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_33        1 1 718 719 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_125                  2 1 719 716 720 0=0
+Split                    splitncnn_80             1 2 720 721 722
+LayerNorm                ln_386                   1 1 722 723 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_122                 1 1 723 724 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_201                 1 1 724 725
+Gemm                     gemm_123                 1 1 725 726 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_126                  2 1 726 721 727 0=0
+Split                    splitncnn_81             1 2 727 728 729
+LayerNorm                ln_387                   1 1 729 730 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_34        1 1 730 731 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_127                  2 1 731 728 732 0=0
+Split                    splitncnn_82             1 2 732 733 734
+LayerNorm                ln_388                   1 1 734 735 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_124                 1 1 735 736 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_202                 1 1 736 737
+Gemm                     gemm_125                 1 1 737 738 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_128                  2 1 738 733 739 0=0
+Split                    splitncnn_83             1 2 739 740 741
+LayerNorm                ln_389                   1 1 741 742 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_35        1 1 742 743 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_129                  2 1 743 740 744 0=0
+Split                    splitncnn_84             1 2 744 745 746
+LayerNorm                ln_390                   1 1 746 747 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_126                 1 1 747 748 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_203                 1 1 748 749
+Gemm                     gemm_127                 1 1 749 750 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_130                  2 1 750 745 751 0=0
+Permute                  permute_534              1 1 751 752 0=1
+BinaryOp                 mul_131                  2 1 752 39 753 0=2
+Split                    splitncnn_85             1 2 753 754 755
+Padding                  pad_243                  1 1 754 756 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_283               1 1 756 757 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_581            1 1 757 758 0=1
+LayerNorm                ln_391                   1 1 758 759 0=256 1=1.000000e-05 2=1
+Permute                  transpose_582            1 1 759 760 0=1
+Mish                     mish_477                 1 1 760 761
+InnerProduct             linear_453               1 1 89 762 0=256 1=1 2=262144
+ExpandDims               unsqueeze_613            1 1 762 763 -23303=1,-1
+BinaryOp                 mul_132                  2 1 761 40 764 0=2
+BinaryOp                 add_133                  2 1 764 763 765 0=0
+BinaryOp                 mul_134                  2 1 765 41 766 0=2
+Padding                  pad_244                  1 1 766 767 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_284               1 1 767 768 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_583            1 1 768 769 0=1
+LayerNorm                ln_392                   1 1 769 770 0=256 1=1.000000e-05 2=1
+Permute                  transpose_584            1 1 770 771 0=1
+Mish                     mish_478                 1 1 771 772
+Convolution1D            conv1d_285               1 1 755 773 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_135                  2 1 772 42 774 0=2
+BinaryOp                 add_136                  2 1 774 773 775 0=0
+Permute                  permute_535              1 1 775 776 0=1
+Split                    splitncnn_86             1 2 776 777 778
+LayerNorm                ln_393                   1 1 778 779 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_36        1 1 779 780 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_137                  2 1 780 777 781 0=0
+Split                    splitncnn_87             1 2 781 782 783
+LayerNorm                ln_394                   1 1 783 784 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_128                 1 1 784 785 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_204                 1 1 785 786
+Gemm                     gemm_129                 1 1 786 787 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_138                  2 1 787 782 788 0=0
+Split                    splitncnn_88             1 2 788 789 790
+LayerNorm                ln_395                   1 1 790 791 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_37        1 1 791 792 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_139                  2 1 792 789 793 0=0
+Split                    splitncnn_89             1 2 793 794 795
+LayerNorm                ln_396                   1 1 795 796 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_130                 1 1 796 797 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_205                 1 1 797 798
+Gemm                     gemm_131                 1 1 798 799 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_140                  2 1 799 794 800 0=0
+Split                    splitncnn_90             1 2 800 801 802
+LayerNorm                ln_397                   1 1 802 803 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_38        1 1 803 804 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_141                  2 1 804 801 805 0=0
+Split                    splitncnn_91             1 2 805 806 807
+LayerNorm                ln_398                   1 1 807 808 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_132                 1 1 808 809 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_206                 1 1 809 810
+Gemm                     gemm_133                 1 1 810 811 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_142                  2 1 811 806 812 0=0
+Split                    splitncnn_92             1 2 812 813 814
+LayerNorm                ln_399                   1 1 814 815 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_39        1 1 815 816 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_143                  2 1 816 813 817 0=0
+Split                    splitncnn_93             1 2 817 818 819
+LayerNorm                ln_400                   1 1 819 820 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_134                 1 1 820 821 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_207                 1 1 821 822
+Gemm                     gemm_135                 1 1 822 823 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_144                  2 1 823 818 824 0=0
+Permute                  permute_536              1 1 824 825 0=1
+BinaryOp                 mul_145                  2 1 825 43 826 0=2
+Split                    splitncnn_94             1 2 826 827 828
+Padding                  pad_245                  1 1 827 829 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_286               1 1 829 830 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_585            1 1 830 831 0=1
+LayerNorm                ln_401                   1 1 831 832 0=256 1=1.000000e-05 2=1
+Permute                  transpose_586            1 1 832 833 0=1
+Mish                     mish_479                 1 1 833 834
+InnerProduct             linear_454               1 1 88 835 0=256 1=1 2=262144
+ExpandDims               unsqueeze_614            1 1 835 836 -23303=1,-1
+BinaryOp                 mul_146                  2 1 834 44 837 0=2
+BinaryOp                 add_147                  2 1 837 836 838 0=0
+BinaryOp                 mul_148                  2 1 838 45 839 0=2
+Padding                  pad_246                  1 1 839 840 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_287               1 1 840 841 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_587            1 1 841 842 0=1
+LayerNorm                ln_402                   1 1 842 843 0=256 1=1.000000e-05 2=1
+Permute                  transpose_588            1 1 843 844 0=1
+Mish                     mish_480                 1 1 844 845
+Convolution1D            conv1d_288               1 1 828 846 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_149                  2 1 845 46 847 0=2
+BinaryOp                 add_150                  2 1 847 846 848 0=0
+Permute                  permute_537              1 1 848 849 0=1
+Split                    splitncnn_95             1 2 849 850 851
+LayerNorm                ln_403                   1 1 851 852 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_40        1 1 852 853 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_151                  2 1 853 850 854 0=0
+Split                    splitncnn_96             1 2 854 855 856
+LayerNorm                ln_404                   1 1 856 857 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_136                 1 1 857 858 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_208                 1 1 858 859
+Gemm                     gemm_137                 1 1 859 860 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_152                  2 1 860 855 861 0=0
+Split                    splitncnn_97             1 2 861 862 863
+LayerNorm                ln_405                   1 1 863 864 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_41        1 1 864 865 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_153                  2 1 865 862 866 0=0
+Split                    splitncnn_98             1 2 866 867 868
+LayerNorm                ln_406                   1 1 868 869 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_138                 1 1 869 870 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_209                 1 1 870 871
+Gemm                     gemm_139                 1 1 871 872 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_154                  2 1 872 867 873 0=0
+Split                    splitncnn_99             1 2 873 874 875
+LayerNorm                ln_407                   1 1 875 876 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_42        1 1 876 877 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_155                  2 1 877 874 878 0=0
+Split                    splitncnn_100            1 2 878 879 880
+LayerNorm                ln_408                   1 1 880 881 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_140                 1 1 881 882 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_210                 1 1 882 883
+Gemm                     gemm_141                 1 1 883 884 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_156                  2 1 884 879 885 0=0
+Split                    splitncnn_101            1 2 885 886 887
+LayerNorm                ln_409                   1 1 887 888 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_43        1 1 888 889 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_157                  2 1 889 886 890 0=0
+Split                    splitncnn_102            1 2 890 891 892
+LayerNorm                ln_410                   1 1 892 893 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_142                 1 1 893 894 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_211                 1 1 894 895
+Gemm                     gemm_143                 1 1 895 896 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_158                  2 1 896 891 897 0=0
+Permute                  permute_538              1 1 897 898 0=1
+BinaryOp                 mul_159                  2 1 898 47 899 0=2
+Split                    splitncnn_103            1 2 899 900 901
+Padding                  pad_247                  1 1 900 902 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_289               1 1 902 903 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_589            1 1 903 904 0=1
+LayerNorm                ln_411                   1 1 904 905 0=256 1=1.000000e-05 2=1
+Permute                  transpose_590            1 1 905 906 0=1
+Mish                     mish_481                 1 1 906 907
+InnerProduct             linear_455               1 1 87 908 0=256 1=1 2=262144
+ExpandDims               unsqueeze_615            1 1 908 909 -23303=1,-1
+BinaryOp                 mul_160                  2 1 907 48 910 0=2
+BinaryOp                 add_161                  2 1 910 909 911 0=0
+BinaryOp                 mul_162                  2 1 911 49 912 0=2
+Padding                  pad_248                  1 1 912 913 0=0 1=0 2=2 3=0 4=0 5=0.000000e+00 6=0
+Convolution1D            conv1d_290               1 1 913 914 0=256 1=3 2=1 3=1 4=0 5=1 6=196608
+Permute                  transpose_591            1 1 914 915 0=1
+LayerNorm                ln_412                   1 1 915 916 0=256 1=1.000000e-05 2=1
+Permute                  transpose_592            1 1 916 917 0=1
+Mish                     mish_482                 1 1 917 918
+Convolution1D            conv1d_291               1 1 901 919 0=256 1=1 2=1 3=1 4=0 5=1 6=65536
+BinaryOp                 mul_163                  2 1 918 50 920 0=2
+BinaryOp                 add_164                  2 1 920 919 921 0=0
+Permute                  permute_539              1 1 921 922 0=1
+Split                    splitncnn_104            1 2 922 923 924
+LayerNorm                ln_413                   1 1 924 925 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_44        1 1 925 926 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_165                  2 1 926 923 927 0=0
+Split                    splitncnn_105            1 2 927 928 929
+LayerNorm                ln_414                   1 1 929 930 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_144                 1 1 930 931 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_212                 1 1 931 932
+Gemm                     gemm_145                 1 1 932 933 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_166                  2 1 933 928 934 0=0
+Split                    splitncnn_106            1 2 934 935 936
+LayerNorm                ln_415                   1 1 936 937 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_45        1 1 937 938 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_167                  2 1 938 935 939 0=0
+Split                    splitncnn_107            1 2 939 940 941
+LayerNorm                ln_416                   1 1 941 942 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_146                 1 1 942 943 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
+GELU                     gelu_213                 1 1 943 944
+Gemm                     gemm_147                 1 1 944 945 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=256 9=1024
+BinaryOp                 add_168                  2 1 945 940 946 0=0
+Split                    splitncnn_108            1 2 946 947 948
+LayerNorm                ln_417                   1 1 948 949 0=256 1=1.000000e-05 2=1
+MultiHeadAttention       sdpa_attention_46        1 1 949 950 0=512 1=8 2=131072 3=256 4=256 5=0
+BinaryOp                 add_169                  2 1 950 947 951 0=0
+Split                    splitncnn_109            1 2 951 952 953
+LayerNorm                ln_418                   1 1 953 954 0=256 1=1.000000e-05 2=1
+Gemm                     gemm_148                 1 1 954 955 10=4 2=0 3=1 4=0 5=1 6=1 7=0 8=1024 9=256
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+Split split_emb 1 2 emb att_0_x_last att_0_x
+LayerNorm layernorm_0 1 1 att_0_x att_0_xx 0=768 1=0.00001 2=1
+Split split_att_0_xx 1 3 att_0_xx att_0_xx_0 att_0_xx_1 state_0_out
+BinaryOp sub_0 2 1 state_0_in att_0_xx_0 att_0_sx 0=1
+MemoryData data_att_0_maa 0 1 att_0_maa 0=768 1=6 21=0
+BinaryOp mul_0 2 1 att_0_sx att_0_maa att_0_maa_x 0=2
+BinaryOp add_0 2 1 att_0_xx_1 att_0_maa_x att_0_maa_rwkvag 0=0
+Slice slice_att_0_maa_rwkvag 1 6 att_0_maa_rwkvag att_0_mr att_0_mw att_0_mk att_0_mv att_0_ma att_0_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_0_mv 1 2 att_0_mv att_0_mv_0 att_0_mv_1
+Gemm gemm_att_0_key 1 1 att_0_mk att_0_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_0_value 1 1 att_0_mv_0 att_0_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_0_receptance 1 1 att_0_mr att_0_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_0_ma_lora_0 1 1 att_0_ma att_0_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_0_ma_lora_1 1 1 att_0_ma_lora_0 att_0_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_0_a0 0 1 att_0_a0 0=768 21=0
+BinaryOp add_1 2 1 att_0_ma_lora_1 att_0_a0 att_0_ma_lora_2 0=0
+Sigmoid sigmoid_0 1 1 att_0_ma_lora_2 att_0_a
+Split split_att_0_a 1 2 att_0_a att_0_a_0 att_0_a_1
+Gemm gemm_att_0_mg_lora 1 1 att_0_mg att_0_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_1 1 1 att_0_mg_lora att_0_mg_lora_sigmoid
+Gemm gemm_att_0_gate 1 1 att_0_mg_lora_sigmoid att_0_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_0_k_k 0 1 att_0_k_k 0=768 21=0
+MemoryData data_att_0_k_a 0 1 att_0_k_a 0=768 21=0
+MemoryData data_att_0_r_k 0 1 att_0_r_k 0=768 21=0
+Split split_att_0_key 1 2 att_0_key att_0_key_0 att_0_key_1
+BinaryOp mul_1 2 1 att_0_key_0 att_0_k_k att_0_key_k 0=2
+Reshape reshape_0 1 1 att_0_key_k att_0_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_0 1 1 att_0_key_k_reshape att_0_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_1 1 1 att_0_key_k_norm att_0_key_k_norm_reshape 0=768
+BinaryOp add_2 1 1 att_0_a_0 att_0_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_2 2 1 att_0_a_0_minus att_0_k_a att_0_a_minus1_mulka 0=2
+BinaryOp add_3 1 1 att_0_a_minus1_mulka att_0_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_3 2 1 att_0_a_minus1_mulka_plus1 att_0_key_1 att_0_key_a 0=2
+Split split_att_0_value 1 2 att_0_value att_0_value_final v_first_0
+Gemm gemm_att_0_mw_lora 1 1 att_0_mw att_0_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_0_mw_lora 1 1 att_0_mw_lora att_0_mw_lora_tanh
+Gemm gemm_att_0_mw_lora_tanh_linear 1 1 att_0_mw_lora_tanh att_0_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_0_td 0 1 att_0_td 0=768 21=0
+BinaryOp add_4 2 1 att_0_mw_lora_tanh_linear att_0_td att_0_time_decay_pre 0=0
+Sigmoid sigmoid_2 1 1 att_0_time_decay_pre att_0_time_decay_sigmoid
+Exp exp_0 1 1 att_0_time_decay_sigmoid att_0_time_decay 1=-0.606531
+Reshape reshape_2 1 1 att_0_time_decay att_0_time_decay_reshape 0=64 1=1 2=12
+Split split_att_0_key_a 1 2 att_0_key_a att_0_key_a_0 att_0_key_a_1
+Reshape reshape_3 1 1 att_0_key_a_0 att_0_key_a_reshape 0=64 1=1 2=12
+Split split_att_0_value_final 1 3 att_0_value_final att_0_value_final_0 att_0_value_final_1 att_0_value_final_2
+Reshape reshape_4 1 1 att_0_value_final_0 att_0_value_final_0_reshape 0=64 1=12
+Reshape reshape_5 1 1 att_0_value_final_1 att_0_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_0_vk 2 1 att_0_value_final_1_reshape att_0_key_a_reshape att_0_vk 0=0
+Split split_att_0_key_k_norm_reshape 1 2 att_0_key_k_norm_reshape att_0_kk_0 att_0_kk_1
+BinaryOp mul_4 1 1 att_0_kk_0 att_0_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_6 1 1 att_0_kk_0_neg att_0_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_5 2 1 att_0_kk_1 att_0_a_1 att_0_kk_a 0=2
+Reshape reshape_7 1 1 att_0_kk_a att_0_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_0_ab 2 1 att_0_kk_0_neg_reshape att_0_kk_a_reshape att_0_ab 0=0
+Split split_state_1_in 1 2 state_1_in att_0_state_prev_0 att_0_state_prev_1
+BinaryOp mul_6 2 1 att_0_state_prev_0 att_0_time_decay_reshape att_0_state_td 0=2
+MatMul matmul_att_0_sab 2 1 att_0_state_prev_1 att_0_ab att_0_sab 0=0
+BinaryOp add_5 2 1 att_0_sab att_0_vk att_0_sab_vk 0=0
+BinaryOp add_6 2 1 att_0_sab_vk att_0_state_td att_0_state_new 0=0
+Split split_att_0_state_new 1 2 att_0_state_new att_0_state_new_0 state_1_out
+Split split_att_0_receptance 1 2 att_0_receptance att_0_receptance_0 att_0_receptance_1
+Reshape reshape_8 1 1 att_0_receptance_0 att_0_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_0_wkv_out 2 1 att_0_state_new_0 att_0_receptance_reshape att_0_wkv_out 0=0
+Reshape reshape_9 1 1 att_0_wkv_out att_0_wkv_out_flatten 0=768
+GroupNorm groupnorm_0 1 1 att_0_wkv_out_flatten att_0_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_7 2 1 att_0_receptance_1 att_0_key_a_1 att_0_receptance_key_a 0=2
+BinaryOp mul_8 2 1 att_0_receptance_key_a att_0_r_k att_0_rk 0=2
+Reshape reshape_10 1 1 att_0_rk att_0_rk_reshape 0=64 1=12
+Reduction sum_0 1 1 att_0_rk_reshape att_0_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_9 2 1 att_0_value_final_0_reshape att_0_rk_sum att_0_value_final_0_rk 0=2
+Reshape reshape_11 1 1 att_0_value_final_0_rk att_0_value_final_0_rk_reshape 0=768
+BinaryOp add_7 2 1 att_0_value_final_0_rk_reshape att_0_x_gn att_0_x_gn_rkv 0=0
+BinaryOp mul_10 2 1 att_0_x_gn_rkv att_0_gate att_0_x_gate 0=2
+Gemm gemm_att_0_x_out 1 1 att_0_x_gate att_0_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_8 2 1 att_0_x_out att_0_x_last time_mixing_0_out 0=0
+Split split_time_mixing_0_out 1 2 time_mixing_0_out ffn_0_x_last ffn_0_x
+LayerNorm layernorm_1 1 1 ffn_0_x ffn_0_xx 0=768 1=0.00001 2=1
+Split split_ffn_0_xx 1 3 ffn_0_xx ffn_0_xx_0 ffn_0_xx_1 state_2_out
+BinaryOp sub_1 2 1 state_2_in ffn_0_xx_0 ffn_0_sx 0=1
+Split split_ffn_0_sx 1 1 ffn_0_sx ffn_0_sx_0
+MemoryData data_ffn_0_x_k 0 1 ffn_0_x_k 0=768 21=0
+BinaryOp mul_11 2 1 ffn_0_sx_0 ffn_0_x_k ffn_0_xk 0=2
+BinaryOp add_9 2 1 ffn_0_xk ffn_0_xx_1 ffn_0_xxk 0=0
+Gemm gemm_ffn_0_key 1 1 ffn_0_xxk ffn_0_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_0 1 1 ffn_0_key ffn_0_key_relu
+UnaryOp square_ffn_0_key_relu 1 1 ffn_0_key_relu ffn_0_key_relu_square 0=4
+Gemm gemm_ffn_0_value 1 1 ffn_0_key_relu_square ffn_0_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_10 2 1 ffn_0_value ffn_0_x_last channel_mixing_0_out 0=0
+Split split_channel_mixing_0_out 1 2 channel_mixing_0_out att_1_x_last att_1_x
+LayerNorm layernorm_2 1 1 att_1_x att_1_xx 0=768 1=0.00001 2=1
+Split split_att_1_xx 1 3 att_1_xx att_1_xx_0 att_1_xx_1 state_3_out
+BinaryOp sub_2 2 1 state_3_in att_1_xx_0 att_1_sx 0=1
+MemoryData data_att_1_maa 0 1 att_1_maa 0=768 1=6 21=0
+BinaryOp mul_12 2 1 att_1_sx att_1_maa att_1_maa_x 0=2
+BinaryOp add_11 2 1 att_1_xx_1 att_1_maa_x att_1_maa_rwkvag 0=0
+Slice slice_att_1_maa_rwkvag 1 6 att_1_maa_rwkvag att_1_mr att_1_mw att_1_mk att_1_mv att_1_ma att_1_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_1_mv 1 2 att_1_mv att_1_mv_0 att_1_mv_1
+Gemm gemm_att_1_key 1 1 att_1_mk att_1_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_1_value 1 1 att_1_mv_0 att_1_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_1_receptance 1 1 att_1_mr att_1_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_1_ma_lora_0 1 1 att_1_ma att_1_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_1_ma_lora_1 1 1 att_1_ma_lora_0 att_1_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_1_a0 0 1 att_1_a0 0=768 21=0
+BinaryOp add_12 2 1 att_1_ma_lora_1 att_1_a0 att_1_ma_lora_2 0=0
+Sigmoid sigmoid_3 1 1 att_1_ma_lora_2 att_1_a
+Split split_att_1_a 1 2 att_1_a att_1_a_0 att_1_a_1
+Gemm gemm_att_1_mg_lora 1 1 att_1_mg att_1_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_4 1 1 att_1_mg_lora att_1_mg_lora_sigmoid
+Gemm gemm_att_1_gate 1 1 att_1_mg_lora_sigmoid att_1_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_1_k_k 0 1 att_1_k_k 0=768 21=0
+MemoryData data_att_1_k_a 0 1 att_1_k_a 0=768 21=0
+MemoryData data_att_1_r_k 0 1 att_1_r_k 0=768 21=0
+Split split_att_1_key 1 2 att_1_key att_1_key_0 att_1_key_1
+BinaryOp mul_13 2 1 att_1_key_0 att_1_k_k att_1_key_k 0=2
+Reshape reshape_12 1 1 att_1_key_k att_1_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_1 1 1 att_1_key_k_reshape att_1_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_13 1 1 att_1_key_k_norm att_1_key_k_norm_reshape 0=768
+BinaryOp add_13 1 1 att_1_a_0 att_1_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_14 2 1 att_1_a_0_minus att_1_k_a att_1_a_minus1_mulka 0=2
+BinaryOp add_14 1 1 att_1_a_minus1_mulka att_1_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_15 2 1 att_1_a_minus1_mulka_plus1 att_1_key_1 att_1_key_a 0=2
+Split split_att_1_value 1 2 att_1_value att_1_value_0 att_1_value_1
+Split split_v_first_0 1 2 v_first_0 att_1_v_first v_first_1
+BinaryOp minus_0 2 1 att_1_v_first att_1_value_1 att_1_vfirst_minus_value 0=1
+Gemm gemm_att_1_mv_lora_0 1 1 att_1_mv_1 att_1_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_1_mv_lora_1 1 1 att_1_mv_lora_0 att_1_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_1_v0 0 1 att_1_v0 0=768 21=0
+BinaryOp add_15 2 1 att_1_mv_lora_1 att_1_v0 att_1_mv_lora_2 0=0
+Sigmoid sigmoid_5 1 1 att_1_mv_lora_2 att_1_mv_lora_sigmoid
+BinaryOp mul_16 2 1 att_1_mv_lora_sigmoid att_1_vfirst_minus_value att_1_vfirst_minus_value_mul 0=2
+BinaryOp add_16 2 1 att_1_value_0 att_1_vfirst_minus_value_mul att_1_value_final 0=0
+Gemm gemm_att_1_mw_lora 1 1 att_1_mw att_1_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_1_mw_lora 1 1 att_1_mw_lora att_1_mw_lora_tanh
+Gemm gemm_att_1_mw_lora_tanh_linear 1 1 att_1_mw_lora_tanh att_1_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_1_td 0 1 att_1_td 0=768 21=0
+BinaryOp add_17 2 1 att_1_mw_lora_tanh_linear att_1_td att_1_time_decay_pre 0=0
+Sigmoid sigmoid_6 1 1 att_1_time_decay_pre att_1_time_decay_sigmoid
+Exp exp_1 1 1 att_1_time_decay_sigmoid att_1_time_decay 1=-0.606531
+Reshape reshape_14 1 1 att_1_time_decay att_1_time_decay_reshape 0=64 1=1 2=12
+Split split_att_1_key_a 1 2 att_1_key_a att_1_key_a_0 att_1_key_a_1
+Reshape reshape_15 1 1 att_1_key_a_0 att_1_key_a_reshape 0=64 1=1 2=12
+Split split_att_1_value_final 1 3 att_1_value_final att_1_value_final_0 att_1_value_final_1 att_1_value_final_2
+Reshape reshape_16 1 1 att_1_value_final_0 att_1_value_final_0_reshape 0=64 1=12
+Reshape reshape_17 1 1 att_1_value_final_1 att_1_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_1_vk 2 1 att_1_value_final_1_reshape att_1_key_a_reshape att_1_vk 0=0
+Split split_att_1_key_k_norm_reshape 1 2 att_1_key_k_norm_reshape att_1_kk_0 att_1_kk_1
+BinaryOp mul_17 1 1 att_1_kk_0 att_1_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_18 1 1 att_1_kk_0_neg att_1_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_18 2 1 att_1_kk_1 att_1_a_1 att_1_kk_a 0=2
+Reshape reshape_19 1 1 att_1_kk_a att_1_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_1_ab 2 1 att_1_kk_0_neg_reshape att_1_kk_a_reshape att_1_ab 0=0
+Split split_state_4_in 1 2 state_4_in att_1_state_prev_0 att_1_state_prev_1
+BinaryOp mul_19 2 1 att_1_state_prev_0 att_1_time_decay_reshape att_1_state_td 0=2
+MatMul matmul_att_1_sab 2 1 att_1_state_prev_1 att_1_ab att_1_sab 0=0
+BinaryOp add_18 2 1 att_1_sab att_1_vk att_1_sab_vk 0=0
+BinaryOp add_19 2 1 att_1_sab_vk att_1_state_td att_1_state_new 0=0
+Split split_att_1_state_new 1 2 att_1_state_new att_1_state_new_0 state_4_out
+Split split_att_1_receptance 1 2 att_1_receptance att_1_receptance_0 att_1_receptance_1
+Reshape reshape_20 1 1 att_1_receptance_0 att_1_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_1_wkv_out 2 1 att_1_state_new_0 att_1_receptance_reshape att_1_wkv_out 0=0
+Reshape reshape_21 1 1 att_1_wkv_out att_1_wkv_out_flatten 0=768
+GroupNorm groupnorm_1 1 1 att_1_wkv_out_flatten att_1_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_20 2 1 att_1_receptance_1 att_1_key_a_1 att_1_receptance_key_a 0=2
+BinaryOp mul_21 2 1 att_1_receptance_key_a att_1_r_k att_1_rk 0=2
+Reshape reshape_22 1 1 att_1_rk att_1_rk_reshape 0=64 1=12
+Reduction sum_1 1 1 att_1_rk_reshape att_1_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_22 2 1 att_1_value_final_0_reshape att_1_rk_sum att_1_value_final_0_rk 0=2
+Reshape reshape_23 1 1 att_1_value_final_0_rk att_1_value_final_0_rk_reshape 0=768
+BinaryOp add_20 2 1 att_1_value_final_0_rk_reshape att_1_x_gn att_1_x_gn_rkv 0=0
+BinaryOp mul_23 2 1 att_1_x_gn_rkv att_1_gate att_1_x_gate 0=2
+Gemm gemm_att_1_x_out 1 1 att_1_x_gate att_1_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_21 2 1 att_1_x_out att_1_x_last time_mixing_1_out 0=0
+Split split_time_mixing_1_out 1 2 time_mixing_1_out ffn_1_x_last ffn_1_x
+LayerNorm layernorm_3 1 1 ffn_1_x ffn_1_xx 0=768 1=0.00001 2=1
+Split split_ffn_1_xx 1 3 ffn_1_xx ffn_1_xx_0 ffn_1_xx_1 state_5_out
+BinaryOp sub_3 2 1 state_5_in ffn_1_xx_0 ffn_1_sx 0=1
+Split split_ffn_1_sx 1 1 ffn_1_sx ffn_1_sx_0
+MemoryData data_ffn_1_x_k 0 1 ffn_1_x_k 0=768 21=0
+BinaryOp mul_24 2 1 ffn_1_sx_0 ffn_1_x_k ffn_1_xk 0=2
+BinaryOp add_22 2 1 ffn_1_xk ffn_1_xx_1 ffn_1_xxk 0=0
+Gemm gemm_ffn_1_key 1 1 ffn_1_xxk ffn_1_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_1 1 1 ffn_1_key ffn_1_key_relu
+UnaryOp square_ffn_1_key_relu 1 1 ffn_1_key_relu ffn_1_key_relu_square 0=4
+Gemm gemm_ffn_1_value 1 1 ffn_1_key_relu_square ffn_1_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_23 2 1 ffn_1_value ffn_1_x_last channel_mixing_1_out 0=0
+Split split_channel_mixing_1_out 1 2 channel_mixing_1_out att_2_x_last att_2_x
+LayerNorm layernorm_4 1 1 att_2_x att_2_xx 0=768 1=0.00001 2=1
+Split split_att_2_xx 1 3 att_2_xx att_2_xx_0 att_2_xx_1 state_6_out
+BinaryOp sub_4 2 1 state_6_in att_2_xx_0 att_2_sx 0=1
+MemoryData data_att_2_maa 0 1 att_2_maa 0=768 1=6 21=0
+BinaryOp mul_25 2 1 att_2_sx att_2_maa att_2_maa_x 0=2
+BinaryOp add_24 2 1 att_2_xx_1 att_2_maa_x att_2_maa_rwkvag 0=0
+Slice slice_att_2_maa_rwkvag 1 6 att_2_maa_rwkvag att_2_mr att_2_mw att_2_mk att_2_mv att_2_ma att_2_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_2_mv 1 2 att_2_mv att_2_mv_0 att_2_mv_1
+Gemm gemm_att_2_key 1 1 att_2_mk att_2_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_2_value 1 1 att_2_mv_0 att_2_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_2_receptance 1 1 att_2_mr att_2_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_2_ma_lora_0 1 1 att_2_ma att_2_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_2_ma_lora_1 1 1 att_2_ma_lora_0 att_2_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_2_a0 0 1 att_2_a0 0=768 21=0
+BinaryOp add_25 2 1 att_2_ma_lora_1 att_2_a0 att_2_ma_lora_2 0=0
+Sigmoid sigmoid_7 1 1 att_2_ma_lora_2 att_2_a
+Split split_att_2_a 1 2 att_2_a att_2_a_0 att_2_a_1
+Gemm gemm_att_2_mg_lora 1 1 att_2_mg att_2_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_8 1 1 att_2_mg_lora att_2_mg_lora_sigmoid
+Gemm gemm_att_2_gate 1 1 att_2_mg_lora_sigmoid att_2_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_2_k_k 0 1 att_2_k_k 0=768 21=0
+MemoryData data_att_2_k_a 0 1 att_2_k_a 0=768 21=0
+MemoryData data_att_2_r_k 0 1 att_2_r_k 0=768 21=0
+Split split_att_2_key 1 2 att_2_key att_2_key_0 att_2_key_1
+BinaryOp mul_26 2 1 att_2_key_0 att_2_k_k att_2_key_k 0=2
+Reshape reshape_24 1 1 att_2_key_k att_2_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_2 1 1 att_2_key_k_reshape att_2_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_25 1 1 att_2_key_k_norm att_2_key_k_norm_reshape 0=768
+BinaryOp add_26 1 1 att_2_a_0 att_2_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_27 2 1 att_2_a_0_minus att_2_k_a att_2_a_minus1_mulka 0=2
+BinaryOp add_27 1 1 att_2_a_minus1_mulka att_2_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_28 2 1 att_2_a_minus1_mulka_plus1 att_2_key_1 att_2_key_a 0=2
+Split split_att_2_value 1 2 att_2_value att_2_value_0 att_2_value_1
+Split split_v_first_1 1 2 v_first_1 att_2_v_first v_first_2
+BinaryOp minus_1 2 1 att_2_v_first att_2_value_1 att_2_vfirst_minus_value 0=1
+Gemm gemm_att_2_mv_lora_0 1 1 att_2_mv_1 att_2_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_2_mv_lora_1 1 1 att_2_mv_lora_0 att_2_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_2_v0 0 1 att_2_v0 0=768 21=0
+BinaryOp add_28 2 1 att_2_mv_lora_1 att_2_v0 att_2_mv_lora_2 0=0
+Sigmoid sigmoid_9 1 1 att_2_mv_lora_2 att_2_mv_lora_sigmoid
+BinaryOp mul_29 2 1 att_2_mv_lora_sigmoid att_2_vfirst_minus_value att_2_vfirst_minus_value_mul 0=2
+BinaryOp add_29 2 1 att_2_value_0 att_2_vfirst_minus_value_mul att_2_value_final 0=0
+Gemm gemm_att_2_mw_lora 1 1 att_2_mw att_2_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_2_mw_lora 1 1 att_2_mw_lora att_2_mw_lora_tanh
+Gemm gemm_att_2_mw_lora_tanh_linear 1 1 att_2_mw_lora_tanh att_2_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_2_td 0 1 att_2_td 0=768 21=0
+BinaryOp add_30 2 1 att_2_mw_lora_tanh_linear att_2_td att_2_time_decay_pre 0=0
+Sigmoid sigmoid_10 1 1 att_2_time_decay_pre att_2_time_decay_sigmoid
+Exp exp_2 1 1 att_2_time_decay_sigmoid att_2_time_decay 1=-0.606531
+Reshape reshape_26 1 1 att_2_time_decay att_2_time_decay_reshape 0=64 1=1 2=12
+Split split_att_2_key_a 1 2 att_2_key_a att_2_key_a_0 att_2_key_a_1
+Reshape reshape_27 1 1 att_2_key_a_0 att_2_key_a_reshape 0=64 1=1 2=12
+Split split_att_2_value_final 1 3 att_2_value_final att_2_value_final_0 att_2_value_final_1 att_2_value_final_2
+Reshape reshape_28 1 1 att_2_value_final_0 att_2_value_final_0_reshape 0=64 1=12
+Reshape reshape_29 1 1 att_2_value_final_1 att_2_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_2_vk 2 1 att_2_value_final_1_reshape att_2_key_a_reshape att_2_vk 0=0
+Split split_att_2_key_k_norm_reshape 1 2 att_2_key_k_norm_reshape att_2_kk_0 att_2_kk_1
+BinaryOp mul_30 1 1 att_2_kk_0 att_2_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_30 1 1 att_2_kk_0_neg att_2_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_31 2 1 att_2_kk_1 att_2_a_1 att_2_kk_a 0=2
+Reshape reshape_31 1 1 att_2_kk_a att_2_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_2_ab 2 1 att_2_kk_0_neg_reshape att_2_kk_a_reshape att_2_ab 0=0
+Split split_state_7_in 1 2 state_7_in att_2_state_prev_0 att_2_state_prev_1
+BinaryOp mul_32 2 1 att_2_state_prev_0 att_2_time_decay_reshape att_2_state_td 0=2
+MatMul matmul_att_2_sab 2 1 att_2_state_prev_1 att_2_ab att_2_sab 0=0
+BinaryOp add_31 2 1 att_2_sab att_2_vk att_2_sab_vk 0=0
+BinaryOp add_32 2 1 att_2_sab_vk att_2_state_td att_2_state_new 0=0
+Split split_att_2_state_new 1 2 att_2_state_new att_2_state_new_0 state_7_out
+Split split_att_2_receptance 1 2 att_2_receptance att_2_receptance_0 att_2_receptance_1
+Reshape reshape_32 1 1 att_2_receptance_0 att_2_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_2_wkv_out 2 1 att_2_state_new_0 att_2_receptance_reshape att_2_wkv_out 0=0
+Reshape reshape_33 1 1 att_2_wkv_out att_2_wkv_out_flatten 0=768
+GroupNorm groupnorm_2 1 1 att_2_wkv_out_flatten att_2_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_33 2 1 att_2_receptance_1 att_2_key_a_1 att_2_receptance_key_a 0=2
+BinaryOp mul_34 2 1 att_2_receptance_key_a att_2_r_k att_2_rk 0=2
+Reshape reshape_34 1 1 att_2_rk att_2_rk_reshape 0=64 1=12
+Reduction sum_2 1 1 att_2_rk_reshape att_2_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_35 2 1 att_2_value_final_0_reshape att_2_rk_sum att_2_value_final_0_rk 0=2
+Reshape reshape_35 1 1 att_2_value_final_0_rk att_2_value_final_0_rk_reshape 0=768
+BinaryOp add_33 2 1 att_2_value_final_0_rk_reshape att_2_x_gn att_2_x_gn_rkv 0=0
+BinaryOp mul_36 2 1 att_2_x_gn_rkv att_2_gate att_2_x_gate 0=2
+Gemm gemm_att_2_x_out 1 1 att_2_x_gate att_2_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_34 2 1 att_2_x_out att_2_x_last time_mixing_2_out 0=0
+Split split_time_mixing_2_out 1 2 time_mixing_2_out ffn_2_x_last ffn_2_x
+LayerNorm layernorm_5 1 1 ffn_2_x ffn_2_xx 0=768 1=0.00001 2=1
+Split split_ffn_2_xx 1 3 ffn_2_xx ffn_2_xx_0 ffn_2_xx_1 state_8_out
+BinaryOp sub_5 2 1 state_8_in ffn_2_xx_0 ffn_2_sx 0=1
+Split split_ffn_2_sx 1 1 ffn_2_sx ffn_2_sx_0
+MemoryData data_ffn_2_x_k 0 1 ffn_2_x_k 0=768 21=0
+BinaryOp mul_37 2 1 ffn_2_sx_0 ffn_2_x_k ffn_2_xk 0=2
+BinaryOp add_35 2 1 ffn_2_xk ffn_2_xx_1 ffn_2_xxk 0=0
+Gemm gemm_ffn_2_key 1 1 ffn_2_xxk ffn_2_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_2 1 1 ffn_2_key ffn_2_key_relu
+UnaryOp square_ffn_2_key_relu 1 1 ffn_2_key_relu ffn_2_key_relu_square 0=4
+Gemm gemm_ffn_2_value 1 1 ffn_2_key_relu_square ffn_2_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_36 2 1 ffn_2_value ffn_2_x_last channel_mixing_2_out 0=0
+Split split_channel_mixing_2_out 1 2 channel_mixing_2_out att_3_x_last att_3_x
+LayerNorm layernorm_6 1 1 att_3_x att_3_xx 0=768 1=0.00001 2=1
+Split split_att_3_xx 1 3 att_3_xx att_3_xx_0 att_3_xx_1 state_9_out
+BinaryOp sub_6 2 1 state_9_in att_3_xx_0 att_3_sx 0=1
+MemoryData data_att_3_maa 0 1 att_3_maa 0=768 1=6 21=0
+BinaryOp mul_38 2 1 att_3_sx att_3_maa att_3_maa_x 0=2
+BinaryOp add_37 2 1 att_3_xx_1 att_3_maa_x att_3_maa_rwkvag 0=0
+Slice slice_att_3_maa_rwkvag 1 6 att_3_maa_rwkvag att_3_mr att_3_mw att_3_mk att_3_mv att_3_ma att_3_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_3_mv 1 2 att_3_mv att_3_mv_0 att_3_mv_1
+Gemm gemm_att_3_key 1 1 att_3_mk att_3_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_3_value 1 1 att_3_mv_0 att_3_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_3_receptance 1 1 att_3_mr att_3_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_3_ma_lora_0 1 1 att_3_ma att_3_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_3_ma_lora_1 1 1 att_3_ma_lora_0 att_3_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_3_a0 0 1 att_3_a0 0=768 21=0
+BinaryOp add_38 2 1 att_3_ma_lora_1 att_3_a0 att_3_ma_lora_2 0=0
+Sigmoid sigmoid_11 1 1 att_3_ma_lora_2 att_3_a
+Split split_att_3_a 1 2 att_3_a att_3_a_0 att_3_a_1
+Gemm gemm_att_3_mg_lora 1 1 att_3_mg att_3_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_12 1 1 att_3_mg_lora att_3_mg_lora_sigmoid
+Gemm gemm_att_3_gate 1 1 att_3_mg_lora_sigmoid att_3_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_3_k_k 0 1 att_3_k_k 0=768 21=0
+MemoryData data_att_3_k_a 0 1 att_3_k_a 0=768 21=0
+MemoryData data_att_3_r_k 0 1 att_3_r_k 0=768 21=0
+Split split_att_3_key 1 2 att_3_key att_3_key_0 att_3_key_1
+BinaryOp mul_39 2 1 att_3_key_0 att_3_k_k att_3_key_k 0=2
+Reshape reshape_36 1 1 att_3_key_k att_3_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_3 1 1 att_3_key_k_reshape att_3_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_37 1 1 att_3_key_k_norm att_3_key_k_norm_reshape 0=768
+BinaryOp add_39 1 1 att_3_a_0 att_3_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_40 2 1 att_3_a_0_minus att_3_k_a att_3_a_minus1_mulka 0=2
+BinaryOp add_40 1 1 att_3_a_minus1_mulka att_3_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_41 2 1 att_3_a_minus1_mulka_plus1 att_3_key_1 att_3_key_a 0=2
+Split split_att_3_value 1 2 att_3_value att_3_value_0 att_3_value_1
+Split split_v_first_2 1 2 v_first_2 att_3_v_first v_first_3
+BinaryOp minus_2 2 1 att_3_v_first att_3_value_1 att_3_vfirst_minus_value 0=1
+Gemm gemm_att_3_mv_lora_0 1 1 att_3_mv_1 att_3_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_3_mv_lora_1 1 1 att_3_mv_lora_0 att_3_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_3_v0 0 1 att_3_v0 0=768 21=0
+BinaryOp add_41 2 1 att_3_mv_lora_1 att_3_v0 att_3_mv_lora_2 0=0
+Sigmoid sigmoid_13 1 1 att_3_mv_lora_2 att_3_mv_lora_sigmoid
+BinaryOp mul_42 2 1 att_3_mv_lora_sigmoid att_3_vfirst_minus_value att_3_vfirst_minus_value_mul 0=2
+BinaryOp add_42 2 1 att_3_value_0 att_3_vfirst_minus_value_mul att_3_value_final 0=0
+Gemm gemm_att_3_mw_lora 1 1 att_3_mw att_3_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_3_mw_lora 1 1 att_3_mw_lora att_3_mw_lora_tanh
+Gemm gemm_att_3_mw_lora_tanh_linear 1 1 att_3_mw_lora_tanh att_3_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_3_td 0 1 att_3_td 0=768 21=0
+BinaryOp add_43 2 1 att_3_mw_lora_tanh_linear att_3_td att_3_time_decay_pre 0=0
+Sigmoid sigmoid_14 1 1 att_3_time_decay_pre att_3_time_decay_sigmoid
+Exp exp_3 1 1 att_3_time_decay_sigmoid att_3_time_decay 1=-0.606531
+Reshape reshape_38 1 1 att_3_time_decay att_3_time_decay_reshape 0=64 1=1 2=12
+Split split_att_3_key_a 1 2 att_3_key_a att_3_key_a_0 att_3_key_a_1
+Reshape reshape_39 1 1 att_3_key_a_0 att_3_key_a_reshape 0=64 1=1 2=12
+Split split_att_3_value_final 1 3 att_3_value_final att_3_value_final_0 att_3_value_final_1 att_3_value_final_2
+Reshape reshape_40 1 1 att_3_value_final_0 att_3_value_final_0_reshape 0=64 1=12
+Reshape reshape_41 1 1 att_3_value_final_1 att_3_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_3_vk 2 1 att_3_value_final_1_reshape att_3_key_a_reshape att_3_vk 0=0
+Split split_att_3_key_k_norm_reshape 1 2 att_3_key_k_norm_reshape att_3_kk_0 att_3_kk_1
+BinaryOp mul_43 1 1 att_3_kk_0 att_3_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_42 1 1 att_3_kk_0_neg att_3_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_44 2 1 att_3_kk_1 att_3_a_1 att_3_kk_a 0=2
+Reshape reshape_43 1 1 att_3_kk_a att_3_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_3_ab 2 1 att_3_kk_0_neg_reshape att_3_kk_a_reshape att_3_ab 0=0
+Split split_state_10_in 1 2 state_10_in att_3_state_prev_0 att_3_state_prev_1
+BinaryOp mul_45 2 1 att_3_state_prev_0 att_3_time_decay_reshape att_3_state_td 0=2
+MatMul matmul_att_3_sab 2 1 att_3_state_prev_1 att_3_ab att_3_sab 0=0
+BinaryOp add_44 2 1 att_3_sab att_3_vk att_3_sab_vk 0=0
+BinaryOp add_45 2 1 att_3_sab_vk att_3_state_td att_3_state_new 0=0
+Split split_att_3_state_new 1 2 att_3_state_new att_3_state_new_0 state_10_out
+Split split_att_3_receptance 1 2 att_3_receptance att_3_receptance_0 att_3_receptance_1
+Reshape reshape_44 1 1 att_3_receptance_0 att_3_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_3_wkv_out 2 1 att_3_state_new_0 att_3_receptance_reshape att_3_wkv_out 0=0
+Reshape reshape_45 1 1 att_3_wkv_out att_3_wkv_out_flatten 0=768
+GroupNorm groupnorm_3 1 1 att_3_wkv_out_flatten att_3_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_46 2 1 att_3_receptance_1 att_3_key_a_1 att_3_receptance_key_a 0=2
+BinaryOp mul_47 2 1 att_3_receptance_key_a att_3_r_k att_3_rk 0=2
+Reshape reshape_46 1 1 att_3_rk att_3_rk_reshape 0=64 1=12
+Reduction sum_3 1 1 att_3_rk_reshape att_3_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_48 2 1 att_3_value_final_0_reshape att_3_rk_sum att_3_value_final_0_rk 0=2
+Reshape reshape_47 1 1 att_3_value_final_0_rk att_3_value_final_0_rk_reshape 0=768
+BinaryOp add_46 2 1 att_3_value_final_0_rk_reshape att_3_x_gn att_3_x_gn_rkv 0=0
+BinaryOp mul_49 2 1 att_3_x_gn_rkv att_3_gate att_3_x_gate 0=2
+Gemm gemm_att_3_x_out 1 1 att_3_x_gate att_3_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_47 2 1 att_3_x_out att_3_x_last time_mixing_3_out 0=0
+Split split_time_mixing_3_out 1 2 time_mixing_3_out ffn_3_x_last ffn_3_x
+LayerNorm layernorm_7 1 1 ffn_3_x ffn_3_xx 0=768 1=0.00001 2=1
+Split split_ffn_3_xx 1 3 ffn_3_xx ffn_3_xx_0 ffn_3_xx_1 state_11_out
+BinaryOp sub_7 2 1 state_11_in ffn_3_xx_0 ffn_3_sx 0=1
+Split split_ffn_3_sx 1 1 ffn_3_sx ffn_3_sx_0
+MemoryData data_ffn_3_x_k 0 1 ffn_3_x_k 0=768 21=0
+BinaryOp mul_50 2 1 ffn_3_sx_0 ffn_3_x_k ffn_3_xk 0=2
+BinaryOp add_48 2 1 ffn_3_xk ffn_3_xx_1 ffn_3_xxk 0=0
+Gemm gemm_ffn_3_key 1 1 ffn_3_xxk ffn_3_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_3 1 1 ffn_3_key ffn_3_key_relu
+UnaryOp square_ffn_3_key_relu 1 1 ffn_3_key_relu ffn_3_key_relu_square 0=4
+Gemm gemm_ffn_3_value 1 1 ffn_3_key_relu_square ffn_3_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_49 2 1 ffn_3_value ffn_3_x_last channel_mixing_3_out 0=0
+Split split_channel_mixing_3_out 1 2 channel_mixing_3_out att_4_x_last att_4_x
+LayerNorm layernorm_8 1 1 att_4_x att_4_xx 0=768 1=0.00001 2=1
+Split split_att_4_xx 1 3 att_4_xx att_4_xx_0 att_4_xx_1 state_12_out
+BinaryOp sub_8 2 1 state_12_in att_4_xx_0 att_4_sx 0=1
+MemoryData data_att_4_maa 0 1 att_4_maa 0=768 1=6 21=0
+BinaryOp mul_51 2 1 att_4_sx att_4_maa att_4_maa_x 0=2
+BinaryOp add_50 2 1 att_4_xx_1 att_4_maa_x att_4_maa_rwkvag 0=0
+Slice slice_att_4_maa_rwkvag 1 6 att_4_maa_rwkvag att_4_mr att_4_mw att_4_mk att_4_mv att_4_ma att_4_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_4_mv 1 2 att_4_mv att_4_mv_0 att_4_mv_1
+Gemm gemm_att_4_key 1 1 att_4_mk att_4_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_4_value 1 1 att_4_mv_0 att_4_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_4_receptance 1 1 att_4_mr att_4_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_4_ma_lora_0 1 1 att_4_ma att_4_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_4_ma_lora_1 1 1 att_4_ma_lora_0 att_4_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_4_a0 0 1 att_4_a0 0=768 21=0
+BinaryOp add_51 2 1 att_4_ma_lora_1 att_4_a0 att_4_ma_lora_2 0=0
+Sigmoid sigmoid_15 1 1 att_4_ma_lora_2 att_4_a
+Split split_att_4_a 1 2 att_4_a att_4_a_0 att_4_a_1
+Gemm gemm_att_4_mg_lora 1 1 att_4_mg att_4_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_16 1 1 att_4_mg_lora att_4_mg_lora_sigmoid
+Gemm gemm_att_4_gate 1 1 att_4_mg_lora_sigmoid att_4_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_4_k_k 0 1 att_4_k_k 0=768 21=0
+MemoryData data_att_4_k_a 0 1 att_4_k_a 0=768 21=0
+MemoryData data_att_4_r_k 0 1 att_4_r_k 0=768 21=0
+Split split_att_4_key 1 2 att_4_key att_4_key_0 att_4_key_1
+BinaryOp mul_52 2 1 att_4_key_0 att_4_k_k att_4_key_k 0=2
+Reshape reshape_48 1 1 att_4_key_k att_4_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_4 1 1 att_4_key_k_reshape att_4_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_49 1 1 att_4_key_k_norm att_4_key_k_norm_reshape 0=768
+BinaryOp add_52 1 1 att_4_a_0 att_4_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_53 2 1 att_4_a_0_minus att_4_k_a att_4_a_minus1_mulka 0=2
+BinaryOp add_53 1 1 att_4_a_minus1_mulka att_4_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_54 2 1 att_4_a_minus1_mulka_plus1 att_4_key_1 att_4_key_a 0=2
+Split split_att_4_value 1 2 att_4_value att_4_value_0 att_4_value_1
+Split split_v_first_3 1 2 v_first_3 att_4_v_first v_first_4
+BinaryOp minus_3 2 1 att_4_v_first att_4_value_1 att_4_vfirst_minus_value 0=1
+Gemm gemm_att_4_mv_lora_0 1 1 att_4_mv_1 att_4_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_4_mv_lora_1 1 1 att_4_mv_lora_0 att_4_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_4_v0 0 1 att_4_v0 0=768 21=0
+BinaryOp add_54 2 1 att_4_mv_lora_1 att_4_v0 att_4_mv_lora_2 0=0
+Sigmoid sigmoid_17 1 1 att_4_mv_lora_2 att_4_mv_lora_sigmoid
+BinaryOp mul_55 2 1 att_4_mv_lora_sigmoid att_4_vfirst_minus_value att_4_vfirst_minus_value_mul 0=2
+BinaryOp add_55 2 1 att_4_value_0 att_4_vfirst_minus_value_mul att_4_value_final 0=0
+Gemm gemm_att_4_mw_lora 1 1 att_4_mw att_4_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_4_mw_lora 1 1 att_4_mw_lora att_4_mw_lora_tanh
+Gemm gemm_att_4_mw_lora_tanh_linear 1 1 att_4_mw_lora_tanh att_4_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_4_td 0 1 att_4_td 0=768 21=0
+BinaryOp add_56 2 1 att_4_mw_lora_tanh_linear att_4_td att_4_time_decay_pre 0=0
+Sigmoid sigmoid_18 1 1 att_4_time_decay_pre att_4_time_decay_sigmoid
+Exp exp_4 1 1 att_4_time_decay_sigmoid att_4_time_decay 1=-0.606531
+Reshape reshape_50 1 1 att_4_time_decay att_4_time_decay_reshape 0=64 1=1 2=12
+Split split_att_4_key_a 1 2 att_4_key_a att_4_key_a_0 att_4_key_a_1
+Reshape reshape_51 1 1 att_4_key_a_0 att_4_key_a_reshape 0=64 1=1 2=12
+Split split_att_4_value_final 1 3 att_4_value_final att_4_value_final_0 att_4_value_final_1 att_4_value_final_2
+Reshape reshape_52 1 1 att_4_value_final_0 att_4_value_final_0_reshape 0=64 1=12
+Reshape reshape_53 1 1 att_4_value_final_1 att_4_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_4_vk 2 1 att_4_value_final_1_reshape att_4_key_a_reshape att_4_vk 0=0
+Split split_att_4_key_k_norm_reshape 1 2 att_4_key_k_norm_reshape att_4_kk_0 att_4_kk_1
+BinaryOp mul_56 1 1 att_4_kk_0 att_4_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_54 1 1 att_4_kk_0_neg att_4_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_57 2 1 att_4_kk_1 att_4_a_1 att_4_kk_a 0=2
+Reshape reshape_55 1 1 att_4_kk_a att_4_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_4_ab 2 1 att_4_kk_0_neg_reshape att_4_kk_a_reshape att_4_ab 0=0
+Split split_state_13_in 1 2 state_13_in att_4_state_prev_0 att_4_state_prev_1
+BinaryOp mul_58 2 1 att_4_state_prev_0 att_4_time_decay_reshape att_4_state_td 0=2
+MatMul matmul_att_4_sab 2 1 att_4_state_prev_1 att_4_ab att_4_sab 0=0
+BinaryOp add_57 2 1 att_4_sab att_4_vk att_4_sab_vk 0=0
+BinaryOp add_58 2 1 att_4_sab_vk att_4_state_td att_4_state_new 0=0
+Split split_att_4_state_new 1 2 att_4_state_new att_4_state_new_0 state_13_out
+Split split_att_4_receptance 1 2 att_4_receptance att_4_receptance_0 att_4_receptance_1
+Reshape reshape_56 1 1 att_4_receptance_0 att_4_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_4_wkv_out 2 1 att_4_state_new_0 att_4_receptance_reshape att_4_wkv_out 0=0
+Reshape reshape_57 1 1 att_4_wkv_out att_4_wkv_out_flatten 0=768
+GroupNorm groupnorm_4 1 1 att_4_wkv_out_flatten att_4_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_59 2 1 att_4_receptance_1 att_4_key_a_1 att_4_receptance_key_a 0=2
+BinaryOp mul_60 2 1 att_4_receptance_key_a att_4_r_k att_4_rk 0=2
+Reshape reshape_58 1 1 att_4_rk att_4_rk_reshape 0=64 1=12
+Reduction sum_4 1 1 att_4_rk_reshape att_4_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_61 2 1 att_4_value_final_0_reshape att_4_rk_sum att_4_value_final_0_rk 0=2
+Reshape reshape_59 1 1 att_4_value_final_0_rk att_4_value_final_0_rk_reshape 0=768
+BinaryOp add_59 2 1 att_4_value_final_0_rk_reshape att_4_x_gn att_4_x_gn_rkv 0=0
+BinaryOp mul_62 2 1 att_4_x_gn_rkv att_4_gate att_4_x_gate 0=2
+Gemm gemm_att_4_x_out 1 1 att_4_x_gate att_4_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_60 2 1 att_4_x_out att_4_x_last time_mixing_4_out 0=0
+Split split_time_mixing_4_out 1 2 time_mixing_4_out ffn_4_x_last ffn_4_x
+LayerNorm layernorm_9 1 1 ffn_4_x ffn_4_xx 0=768 1=0.00001 2=1
+Split split_ffn_4_xx 1 3 ffn_4_xx ffn_4_xx_0 ffn_4_xx_1 state_14_out
+BinaryOp sub_9 2 1 state_14_in ffn_4_xx_0 ffn_4_sx 0=1
+Split split_ffn_4_sx 1 1 ffn_4_sx ffn_4_sx_0
+MemoryData data_ffn_4_x_k 0 1 ffn_4_x_k 0=768 21=0
+BinaryOp mul_63 2 1 ffn_4_sx_0 ffn_4_x_k ffn_4_xk 0=2
+BinaryOp add_61 2 1 ffn_4_xk ffn_4_xx_1 ffn_4_xxk 0=0
+Gemm gemm_ffn_4_key 1 1 ffn_4_xxk ffn_4_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_4 1 1 ffn_4_key ffn_4_key_relu
+UnaryOp square_ffn_4_key_relu 1 1 ffn_4_key_relu ffn_4_key_relu_square 0=4
+Gemm gemm_ffn_4_value 1 1 ffn_4_key_relu_square ffn_4_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_62 2 1 ffn_4_value ffn_4_x_last channel_mixing_4_out 0=0
+Split split_channel_mixing_4_out 1 2 channel_mixing_4_out att_5_x_last att_5_x
+LayerNorm layernorm_10 1 1 att_5_x att_5_xx 0=768 1=0.00001 2=1
+Split split_att_5_xx 1 3 att_5_xx att_5_xx_0 att_5_xx_1 state_15_out
+BinaryOp sub_10 2 1 state_15_in att_5_xx_0 att_5_sx 0=1
+MemoryData data_att_5_maa 0 1 att_5_maa 0=768 1=6 21=0
+BinaryOp mul_64 2 1 att_5_sx att_5_maa att_5_maa_x 0=2
+BinaryOp add_63 2 1 att_5_xx_1 att_5_maa_x att_5_maa_rwkvag 0=0
+Slice slice_att_5_maa_rwkvag 1 6 att_5_maa_rwkvag att_5_mr att_5_mw att_5_mk att_5_mv att_5_ma att_5_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_5_mv 1 2 att_5_mv att_5_mv_0 att_5_mv_1
+Gemm gemm_att_5_key 1 1 att_5_mk att_5_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_5_value 1 1 att_5_mv_0 att_5_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_5_receptance 1 1 att_5_mr att_5_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_5_ma_lora_0 1 1 att_5_ma att_5_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_5_ma_lora_1 1 1 att_5_ma_lora_0 att_5_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_5_a0 0 1 att_5_a0 0=768 21=0
+BinaryOp add_64 2 1 att_5_ma_lora_1 att_5_a0 att_5_ma_lora_2 0=0
+Sigmoid sigmoid_19 1 1 att_5_ma_lora_2 att_5_a
+Split split_att_5_a 1 2 att_5_a att_5_a_0 att_5_a_1
+Gemm gemm_att_5_mg_lora 1 1 att_5_mg att_5_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_20 1 1 att_5_mg_lora att_5_mg_lora_sigmoid
+Gemm gemm_att_5_gate 1 1 att_5_mg_lora_sigmoid att_5_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_5_k_k 0 1 att_5_k_k 0=768 21=0
+MemoryData data_att_5_k_a 0 1 att_5_k_a 0=768 21=0
+MemoryData data_att_5_r_k 0 1 att_5_r_k 0=768 21=0
+Split split_att_5_key 1 2 att_5_key att_5_key_0 att_5_key_1
+BinaryOp mul_65 2 1 att_5_key_0 att_5_k_k att_5_key_k 0=2
+Reshape reshape_60 1 1 att_5_key_k att_5_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_5 1 1 att_5_key_k_reshape att_5_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_61 1 1 att_5_key_k_norm att_5_key_k_norm_reshape 0=768
+BinaryOp add_65 1 1 att_5_a_0 att_5_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_66 2 1 att_5_a_0_minus att_5_k_a att_5_a_minus1_mulka 0=2
+BinaryOp add_66 1 1 att_5_a_minus1_mulka att_5_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_67 2 1 att_5_a_minus1_mulka_plus1 att_5_key_1 att_5_key_a 0=2
+Split split_att_5_value 1 2 att_5_value att_5_value_0 att_5_value_1
+Split split_v_first_4 1 2 v_first_4 att_5_v_first v_first_5
+BinaryOp minus_4 2 1 att_5_v_first att_5_value_1 att_5_vfirst_minus_value 0=1
+Gemm gemm_att_5_mv_lora_0 1 1 att_5_mv_1 att_5_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_5_mv_lora_1 1 1 att_5_mv_lora_0 att_5_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_5_v0 0 1 att_5_v0 0=768 21=0
+BinaryOp add_67 2 1 att_5_mv_lora_1 att_5_v0 att_5_mv_lora_2 0=0
+Sigmoid sigmoid_21 1 1 att_5_mv_lora_2 att_5_mv_lora_sigmoid
+BinaryOp mul_68 2 1 att_5_mv_lora_sigmoid att_5_vfirst_minus_value att_5_vfirst_minus_value_mul 0=2
+BinaryOp add_68 2 1 att_5_value_0 att_5_vfirst_minus_value_mul att_5_value_final 0=0
+Gemm gemm_att_5_mw_lora 1 1 att_5_mw att_5_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_5_mw_lora 1 1 att_5_mw_lora att_5_mw_lora_tanh
+Gemm gemm_att_5_mw_lora_tanh_linear 1 1 att_5_mw_lora_tanh att_5_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_5_td 0 1 att_5_td 0=768 21=0
+BinaryOp add_69 2 1 att_5_mw_lora_tanh_linear att_5_td att_5_time_decay_pre 0=0
+Sigmoid sigmoid_22 1 1 att_5_time_decay_pre att_5_time_decay_sigmoid
+Exp exp_5 1 1 att_5_time_decay_sigmoid att_5_time_decay 1=-0.606531
+Reshape reshape_62 1 1 att_5_time_decay att_5_time_decay_reshape 0=64 1=1 2=12
+Split split_att_5_key_a 1 2 att_5_key_a att_5_key_a_0 att_5_key_a_1
+Reshape reshape_63 1 1 att_5_key_a_0 att_5_key_a_reshape 0=64 1=1 2=12
+Split split_att_5_value_final 1 3 att_5_value_final att_5_value_final_0 att_5_value_final_1 att_5_value_final_2
+Reshape reshape_64 1 1 att_5_value_final_0 att_5_value_final_0_reshape 0=64 1=12
+Reshape reshape_65 1 1 att_5_value_final_1 att_5_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_5_vk 2 1 att_5_value_final_1_reshape att_5_key_a_reshape att_5_vk 0=0
+Split split_att_5_key_k_norm_reshape 1 2 att_5_key_k_norm_reshape att_5_kk_0 att_5_kk_1
+BinaryOp mul_69 1 1 att_5_kk_0 att_5_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_66 1 1 att_5_kk_0_neg att_5_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_70 2 1 att_5_kk_1 att_5_a_1 att_5_kk_a 0=2
+Reshape reshape_67 1 1 att_5_kk_a att_5_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_5_ab 2 1 att_5_kk_0_neg_reshape att_5_kk_a_reshape att_5_ab 0=0
+Split split_state_16_in 1 2 state_16_in att_5_state_prev_0 att_5_state_prev_1
+BinaryOp mul_71 2 1 att_5_state_prev_0 att_5_time_decay_reshape att_5_state_td 0=2
+MatMul matmul_att_5_sab 2 1 att_5_state_prev_1 att_5_ab att_5_sab 0=0
+BinaryOp add_70 2 1 att_5_sab att_5_vk att_5_sab_vk 0=0
+BinaryOp add_71 2 1 att_5_sab_vk att_5_state_td att_5_state_new 0=0
+Split split_att_5_state_new 1 2 att_5_state_new att_5_state_new_0 state_16_out
+Split split_att_5_receptance 1 2 att_5_receptance att_5_receptance_0 att_5_receptance_1
+Reshape reshape_68 1 1 att_5_receptance_0 att_5_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_5_wkv_out 2 1 att_5_state_new_0 att_5_receptance_reshape att_5_wkv_out 0=0
+Reshape reshape_69 1 1 att_5_wkv_out att_5_wkv_out_flatten 0=768
+GroupNorm groupnorm_5 1 1 att_5_wkv_out_flatten att_5_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_72 2 1 att_5_receptance_1 att_5_key_a_1 att_5_receptance_key_a 0=2
+BinaryOp mul_73 2 1 att_5_receptance_key_a att_5_r_k att_5_rk 0=2
+Reshape reshape_70 1 1 att_5_rk att_5_rk_reshape 0=64 1=12
+Reduction sum_5 1 1 att_5_rk_reshape att_5_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_74 2 1 att_5_value_final_0_reshape att_5_rk_sum att_5_value_final_0_rk 0=2
+Reshape reshape_71 1 1 att_5_value_final_0_rk att_5_value_final_0_rk_reshape 0=768
+BinaryOp add_72 2 1 att_5_value_final_0_rk_reshape att_5_x_gn att_5_x_gn_rkv 0=0
+BinaryOp mul_75 2 1 att_5_x_gn_rkv att_5_gate att_5_x_gate 0=2
+Gemm gemm_att_5_x_out 1 1 att_5_x_gate att_5_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_73 2 1 att_5_x_out att_5_x_last time_mixing_5_out 0=0
+Split split_time_mixing_5_out 1 2 time_mixing_5_out ffn_5_x_last ffn_5_x
+LayerNorm layernorm_11 1 1 ffn_5_x ffn_5_xx 0=768 1=0.00001 2=1
+Split split_ffn_5_xx 1 3 ffn_5_xx ffn_5_xx_0 ffn_5_xx_1 state_17_out
+BinaryOp sub_11 2 1 state_17_in ffn_5_xx_0 ffn_5_sx 0=1
+Split split_ffn_5_sx 1 1 ffn_5_sx ffn_5_sx_0
+MemoryData data_ffn_5_x_k 0 1 ffn_5_x_k 0=768 21=0
+BinaryOp mul_76 2 1 ffn_5_sx_0 ffn_5_x_k ffn_5_xk 0=2
+BinaryOp add_74 2 1 ffn_5_xk ffn_5_xx_1 ffn_5_xxk 0=0
+Gemm gemm_ffn_5_key 1 1 ffn_5_xxk ffn_5_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_5 1 1 ffn_5_key ffn_5_key_relu
+UnaryOp square_ffn_5_key_relu 1 1 ffn_5_key_relu ffn_5_key_relu_square 0=4
+Gemm gemm_ffn_5_value 1 1 ffn_5_key_relu_square ffn_5_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_75 2 1 ffn_5_value ffn_5_x_last channel_mixing_5_out 0=0
+Split split_channel_mixing_5_out 1 2 channel_mixing_5_out att_6_x_last att_6_x
+LayerNorm layernorm_12 1 1 att_6_x att_6_xx 0=768 1=0.00001 2=1
+Split split_att_6_xx 1 3 att_6_xx att_6_xx_0 att_6_xx_1 state_18_out
+BinaryOp sub_12 2 1 state_18_in att_6_xx_0 att_6_sx 0=1
+MemoryData data_att_6_maa 0 1 att_6_maa 0=768 1=6 21=0
+BinaryOp mul_77 2 1 att_6_sx att_6_maa att_6_maa_x 0=2
+BinaryOp add_76 2 1 att_6_xx_1 att_6_maa_x att_6_maa_rwkvag 0=0
+Slice slice_att_6_maa_rwkvag 1 6 att_6_maa_rwkvag att_6_mr att_6_mw att_6_mk att_6_mv att_6_ma att_6_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_6_mv 1 2 att_6_mv att_6_mv_0 att_6_mv_1
+Gemm gemm_att_6_key 1 1 att_6_mk att_6_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_6_value 1 1 att_6_mv_0 att_6_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_6_receptance 1 1 att_6_mr att_6_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_6_ma_lora_0 1 1 att_6_ma att_6_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_6_ma_lora_1 1 1 att_6_ma_lora_0 att_6_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_6_a0 0 1 att_6_a0 0=768 21=0
+BinaryOp add_77 2 1 att_6_ma_lora_1 att_6_a0 att_6_ma_lora_2 0=0
+Sigmoid sigmoid_23 1 1 att_6_ma_lora_2 att_6_a
+Split split_att_6_a 1 2 att_6_a att_6_a_0 att_6_a_1
+Gemm gemm_att_6_mg_lora 1 1 att_6_mg att_6_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_24 1 1 att_6_mg_lora att_6_mg_lora_sigmoid
+Gemm gemm_att_6_gate 1 1 att_6_mg_lora_sigmoid att_6_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_6_k_k 0 1 att_6_k_k 0=768 21=0
+MemoryData data_att_6_k_a 0 1 att_6_k_a 0=768 21=0
+MemoryData data_att_6_r_k 0 1 att_6_r_k 0=768 21=0
+Split split_att_6_key 1 2 att_6_key att_6_key_0 att_6_key_1
+BinaryOp mul_78 2 1 att_6_key_0 att_6_k_k att_6_key_k 0=2
+Reshape reshape_72 1 1 att_6_key_k att_6_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_6 1 1 att_6_key_k_reshape att_6_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_73 1 1 att_6_key_k_norm att_6_key_k_norm_reshape 0=768
+BinaryOp add_78 1 1 att_6_a_0 att_6_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_79 2 1 att_6_a_0_minus att_6_k_a att_6_a_minus1_mulka 0=2
+BinaryOp add_79 1 1 att_6_a_minus1_mulka att_6_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_80 2 1 att_6_a_minus1_mulka_plus1 att_6_key_1 att_6_key_a 0=2
+Split split_att_6_value 1 2 att_6_value att_6_value_0 att_6_value_1
+Split split_v_first_5 1 2 v_first_5 att_6_v_first v_first_6
+BinaryOp minus_5 2 1 att_6_v_first att_6_value_1 att_6_vfirst_minus_value 0=1
+Gemm gemm_att_6_mv_lora_0 1 1 att_6_mv_1 att_6_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_6_mv_lora_1 1 1 att_6_mv_lora_0 att_6_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_6_v0 0 1 att_6_v0 0=768 21=0
+BinaryOp add_80 2 1 att_6_mv_lora_1 att_6_v0 att_6_mv_lora_2 0=0
+Sigmoid sigmoid_25 1 1 att_6_mv_lora_2 att_6_mv_lora_sigmoid
+BinaryOp mul_81 2 1 att_6_mv_lora_sigmoid att_6_vfirst_minus_value att_6_vfirst_minus_value_mul 0=2
+BinaryOp add_81 2 1 att_6_value_0 att_6_vfirst_minus_value_mul att_6_value_final 0=0
+Gemm gemm_att_6_mw_lora 1 1 att_6_mw att_6_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_6_mw_lora 1 1 att_6_mw_lora att_6_mw_lora_tanh
+Gemm gemm_att_6_mw_lora_tanh_linear 1 1 att_6_mw_lora_tanh att_6_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_6_td 0 1 att_6_td 0=768 21=0
+BinaryOp add_82 2 1 att_6_mw_lora_tanh_linear att_6_td att_6_time_decay_pre 0=0
+Sigmoid sigmoid_26 1 1 att_6_time_decay_pre att_6_time_decay_sigmoid
+Exp exp_6 1 1 att_6_time_decay_sigmoid att_6_time_decay 1=-0.606531
+Reshape reshape_74 1 1 att_6_time_decay att_6_time_decay_reshape 0=64 1=1 2=12
+Split split_att_6_key_a 1 2 att_6_key_a att_6_key_a_0 att_6_key_a_1
+Reshape reshape_75 1 1 att_6_key_a_0 att_6_key_a_reshape 0=64 1=1 2=12
+Split split_att_6_value_final 1 3 att_6_value_final att_6_value_final_0 att_6_value_final_1 att_6_value_final_2
+Reshape reshape_76 1 1 att_6_value_final_0 att_6_value_final_0_reshape 0=64 1=12
+Reshape reshape_77 1 1 att_6_value_final_1 att_6_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_6_vk 2 1 att_6_value_final_1_reshape att_6_key_a_reshape att_6_vk 0=0
+Split split_att_6_key_k_norm_reshape 1 2 att_6_key_k_norm_reshape att_6_kk_0 att_6_kk_1
+BinaryOp mul_82 1 1 att_6_kk_0 att_6_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_78 1 1 att_6_kk_0_neg att_6_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_83 2 1 att_6_kk_1 att_6_a_1 att_6_kk_a 0=2
+Reshape reshape_79 1 1 att_6_kk_a att_6_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_6_ab 2 1 att_6_kk_0_neg_reshape att_6_kk_a_reshape att_6_ab 0=0
+Split split_state_19_in 1 2 state_19_in att_6_state_prev_0 att_6_state_prev_1
+BinaryOp mul_84 2 1 att_6_state_prev_0 att_6_time_decay_reshape att_6_state_td 0=2
+MatMul matmul_att_6_sab 2 1 att_6_state_prev_1 att_6_ab att_6_sab 0=0
+BinaryOp add_83 2 1 att_6_sab att_6_vk att_6_sab_vk 0=0
+BinaryOp add_84 2 1 att_6_sab_vk att_6_state_td att_6_state_new 0=0
+Split split_att_6_state_new 1 2 att_6_state_new att_6_state_new_0 state_19_out
+Split split_att_6_receptance 1 2 att_6_receptance att_6_receptance_0 att_6_receptance_1
+Reshape reshape_80 1 1 att_6_receptance_0 att_6_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_6_wkv_out 2 1 att_6_state_new_0 att_6_receptance_reshape att_6_wkv_out 0=0
+Reshape reshape_81 1 1 att_6_wkv_out att_6_wkv_out_flatten 0=768
+GroupNorm groupnorm_6 1 1 att_6_wkv_out_flatten att_6_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_85 2 1 att_6_receptance_1 att_6_key_a_1 att_6_receptance_key_a 0=2
+BinaryOp mul_86 2 1 att_6_receptance_key_a att_6_r_k att_6_rk 0=2
+Reshape reshape_82 1 1 att_6_rk att_6_rk_reshape 0=64 1=12
+Reduction sum_6 1 1 att_6_rk_reshape att_6_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_87 2 1 att_6_value_final_0_reshape att_6_rk_sum att_6_value_final_0_rk 0=2
+Reshape reshape_83 1 1 att_6_value_final_0_rk att_6_value_final_0_rk_reshape 0=768
+BinaryOp add_85 2 1 att_6_value_final_0_rk_reshape att_6_x_gn att_6_x_gn_rkv 0=0
+BinaryOp mul_88 2 1 att_6_x_gn_rkv att_6_gate att_6_x_gate 0=2
+Gemm gemm_att_6_x_out 1 1 att_6_x_gate att_6_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_86 2 1 att_6_x_out att_6_x_last time_mixing_6_out 0=0
+Split split_time_mixing_6_out 1 2 time_mixing_6_out ffn_6_x_last ffn_6_x
+LayerNorm layernorm_13 1 1 ffn_6_x ffn_6_xx 0=768 1=0.00001 2=1
+Split split_ffn_6_xx 1 3 ffn_6_xx ffn_6_xx_0 ffn_6_xx_1 state_20_out
+BinaryOp sub_13 2 1 state_20_in ffn_6_xx_0 ffn_6_sx 0=1
+Split split_ffn_6_sx 1 1 ffn_6_sx ffn_6_sx_0
+MemoryData data_ffn_6_x_k 0 1 ffn_6_x_k 0=768 21=0
+BinaryOp mul_89 2 1 ffn_6_sx_0 ffn_6_x_k ffn_6_xk 0=2
+BinaryOp add_87 2 1 ffn_6_xk ffn_6_xx_1 ffn_6_xxk 0=0
+Gemm gemm_ffn_6_key 1 1 ffn_6_xxk ffn_6_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_6 1 1 ffn_6_key ffn_6_key_relu
+UnaryOp square_ffn_6_key_relu 1 1 ffn_6_key_relu ffn_6_key_relu_square 0=4
+Gemm gemm_ffn_6_value 1 1 ffn_6_key_relu_square ffn_6_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_88 2 1 ffn_6_value ffn_6_x_last channel_mixing_6_out 0=0
+Split split_channel_mixing_6_out 1 2 channel_mixing_6_out att_7_x_last att_7_x
+LayerNorm layernorm_14 1 1 att_7_x att_7_xx 0=768 1=0.00001 2=1
+Split split_att_7_xx 1 3 att_7_xx att_7_xx_0 att_7_xx_1 state_21_out
+BinaryOp sub_14 2 1 state_21_in att_7_xx_0 att_7_sx 0=1
+MemoryData data_att_7_maa 0 1 att_7_maa 0=768 1=6 21=0
+BinaryOp mul_90 2 1 att_7_sx att_7_maa att_7_maa_x 0=2
+BinaryOp add_89 2 1 att_7_xx_1 att_7_maa_x att_7_maa_rwkvag 0=0
+Slice slice_att_7_maa_rwkvag 1 6 att_7_maa_rwkvag att_7_mr att_7_mw att_7_mk att_7_mv att_7_ma att_7_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_7_mv 1 2 att_7_mv att_7_mv_0 att_7_mv_1
+Gemm gemm_att_7_key 1 1 att_7_mk att_7_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_7_value 1 1 att_7_mv_0 att_7_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_7_receptance 1 1 att_7_mr att_7_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_7_ma_lora_0 1 1 att_7_ma att_7_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_7_ma_lora_1 1 1 att_7_ma_lora_0 att_7_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_7_a0 0 1 att_7_a0 0=768 21=0
+BinaryOp add_90 2 1 att_7_ma_lora_1 att_7_a0 att_7_ma_lora_2 0=0
+Sigmoid sigmoid_27 1 1 att_7_ma_lora_2 att_7_a
+Split split_att_7_a 1 2 att_7_a att_7_a_0 att_7_a_1
+Gemm gemm_att_7_mg_lora 1 1 att_7_mg att_7_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_28 1 1 att_7_mg_lora att_7_mg_lora_sigmoid
+Gemm gemm_att_7_gate 1 1 att_7_mg_lora_sigmoid att_7_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_7_k_k 0 1 att_7_k_k 0=768 21=0
+MemoryData data_att_7_k_a 0 1 att_7_k_a 0=768 21=0
+MemoryData data_att_7_r_k 0 1 att_7_r_k 0=768 21=0
+Split split_att_7_key 1 2 att_7_key att_7_key_0 att_7_key_1
+BinaryOp mul_91 2 1 att_7_key_0 att_7_k_k att_7_key_k 0=2
+Reshape reshape_84 1 1 att_7_key_k att_7_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_7 1 1 att_7_key_k_reshape att_7_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_85 1 1 att_7_key_k_norm att_7_key_k_norm_reshape 0=768
+BinaryOp add_91 1 1 att_7_a_0 att_7_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_92 2 1 att_7_a_0_minus att_7_k_a att_7_a_minus1_mulka 0=2
+BinaryOp add_92 1 1 att_7_a_minus1_mulka att_7_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_93 2 1 att_7_a_minus1_mulka_plus1 att_7_key_1 att_7_key_a 0=2
+Split split_att_7_value 1 2 att_7_value att_7_value_0 att_7_value_1
+Split split_v_first_6 1 2 v_first_6 att_7_v_first v_first_7
+BinaryOp minus_6 2 1 att_7_v_first att_7_value_1 att_7_vfirst_minus_value 0=1
+Gemm gemm_att_7_mv_lora_0 1 1 att_7_mv_1 att_7_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_7_mv_lora_1 1 1 att_7_mv_lora_0 att_7_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_7_v0 0 1 att_7_v0 0=768 21=0
+BinaryOp add_93 2 1 att_7_mv_lora_1 att_7_v0 att_7_mv_lora_2 0=0
+Sigmoid sigmoid_29 1 1 att_7_mv_lora_2 att_7_mv_lora_sigmoid
+BinaryOp mul_94 2 1 att_7_mv_lora_sigmoid att_7_vfirst_minus_value att_7_vfirst_minus_value_mul 0=2
+BinaryOp add_94 2 1 att_7_value_0 att_7_vfirst_minus_value_mul att_7_value_final 0=0
+Gemm gemm_att_7_mw_lora 1 1 att_7_mw att_7_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_7_mw_lora 1 1 att_7_mw_lora att_7_mw_lora_tanh
+Gemm gemm_att_7_mw_lora_tanh_linear 1 1 att_7_mw_lora_tanh att_7_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_7_td 0 1 att_7_td 0=768 21=0
+BinaryOp add_95 2 1 att_7_mw_lora_tanh_linear att_7_td att_7_time_decay_pre 0=0
+Sigmoid sigmoid_30 1 1 att_7_time_decay_pre att_7_time_decay_sigmoid
+Exp exp_7 1 1 att_7_time_decay_sigmoid att_7_time_decay 1=-0.606531
+Reshape reshape_86 1 1 att_7_time_decay att_7_time_decay_reshape 0=64 1=1 2=12
+Split split_att_7_key_a 1 2 att_7_key_a att_7_key_a_0 att_7_key_a_1
+Reshape reshape_87 1 1 att_7_key_a_0 att_7_key_a_reshape 0=64 1=1 2=12
+Split split_att_7_value_final 1 3 att_7_value_final att_7_value_final_0 att_7_value_final_1 att_7_value_final_2
+Reshape reshape_88 1 1 att_7_value_final_0 att_7_value_final_0_reshape 0=64 1=12
+Reshape reshape_89 1 1 att_7_value_final_1 att_7_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_7_vk 2 1 att_7_value_final_1_reshape att_7_key_a_reshape att_7_vk 0=0
+Split split_att_7_key_k_norm_reshape 1 2 att_7_key_k_norm_reshape att_7_kk_0 att_7_kk_1
+BinaryOp mul_95 1 1 att_7_kk_0 att_7_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_90 1 1 att_7_kk_0_neg att_7_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_96 2 1 att_7_kk_1 att_7_a_1 att_7_kk_a 0=2
+Reshape reshape_91 1 1 att_7_kk_a att_7_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_7_ab 2 1 att_7_kk_0_neg_reshape att_7_kk_a_reshape att_7_ab 0=0
+Split split_state_22_in 1 2 state_22_in att_7_state_prev_0 att_7_state_prev_1
+BinaryOp mul_97 2 1 att_7_state_prev_0 att_7_time_decay_reshape att_7_state_td 0=2
+MatMul matmul_att_7_sab 2 1 att_7_state_prev_1 att_7_ab att_7_sab 0=0
+BinaryOp add_96 2 1 att_7_sab att_7_vk att_7_sab_vk 0=0
+BinaryOp add_97 2 1 att_7_sab_vk att_7_state_td att_7_state_new 0=0
+Split split_att_7_state_new 1 2 att_7_state_new att_7_state_new_0 state_22_out
+Split split_att_7_receptance 1 2 att_7_receptance att_7_receptance_0 att_7_receptance_1
+Reshape reshape_92 1 1 att_7_receptance_0 att_7_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_7_wkv_out 2 1 att_7_state_new_0 att_7_receptance_reshape att_7_wkv_out 0=0
+Reshape reshape_93 1 1 att_7_wkv_out att_7_wkv_out_flatten 0=768
+GroupNorm groupnorm_7 1 1 att_7_wkv_out_flatten att_7_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_98 2 1 att_7_receptance_1 att_7_key_a_1 att_7_receptance_key_a 0=2
+BinaryOp mul_99 2 1 att_7_receptance_key_a att_7_r_k att_7_rk 0=2
+Reshape reshape_94 1 1 att_7_rk att_7_rk_reshape 0=64 1=12
+Reduction sum_7 1 1 att_7_rk_reshape att_7_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_100 2 1 att_7_value_final_0_reshape att_7_rk_sum att_7_value_final_0_rk 0=2
+Reshape reshape_95 1 1 att_7_value_final_0_rk att_7_value_final_0_rk_reshape 0=768
+BinaryOp add_98 2 1 att_7_value_final_0_rk_reshape att_7_x_gn att_7_x_gn_rkv 0=0
+BinaryOp mul_101 2 1 att_7_x_gn_rkv att_7_gate att_7_x_gate 0=2
+Gemm gemm_att_7_x_out 1 1 att_7_x_gate att_7_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_99 2 1 att_7_x_out att_7_x_last time_mixing_7_out 0=0
+Split split_time_mixing_7_out 1 2 time_mixing_7_out ffn_7_x_last ffn_7_x
+LayerNorm layernorm_15 1 1 ffn_7_x ffn_7_xx 0=768 1=0.00001 2=1
+Split split_ffn_7_xx 1 3 ffn_7_xx ffn_7_xx_0 ffn_7_xx_1 state_23_out
+BinaryOp sub_15 2 1 state_23_in ffn_7_xx_0 ffn_7_sx 0=1
+Split split_ffn_7_sx 1 1 ffn_7_sx ffn_7_sx_0
+MemoryData data_ffn_7_x_k 0 1 ffn_7_x_k 0=768 21=0
+BinaryOp mul_102 2 1 ffn_7_sx_0 ffn_7_x_k ffn_7_xk 0=2
+BinaryOp add_100 2 1 ffn_7_xk ffn_7_xx_1 ffn_7_xxk 0=0
+Gemm gemm_ffn_7_key 1 1 ffn_7_xxk ffn_7_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_7 1 1 ffn_7_key ffn_7_key_relu
+UnaryOp square_ffn_7_key_relu 1 1 ffn_7_key_relu ffn_7_key_relu_square 0=4
+Gemm gemm_ffn_7_value 1 1 ffn_7_key_relu_square ffn_7_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_101 2 1 ffn_7_value ffn_7_x_last channel_mixing_7_out 0=0
+Split split_channel_mixing_7_out 1 2 channel_mixing_7_out att_8_x_last att_8_x
+LayerNorm layernorm_16 1 1 att_8_x att_8_xx 0=768 1=0.00001 2=1
+Split split_att_8_xx 1 3 att_8_xx att_8_xx_0 att_8_xx_1 state_24_out
+BinaryOp sub_16 2 1 state_24_in att_8_xx_0 att_8_sx 0=1
+MemoryData data_att_8_maa 0 1 att_8_maa 0=768 1=6 21=0
+BinaryOp mul_103 2 1 att_8_sx att_8_maa att_8_maa_x 0=2
+BinaryOp add_102 2 1 att_8_xx_1 att_8_maa_x att_8_maa_rwkvag 0=0
+Slice slice_att_8_maa_rwkvag 1 6 att_8_maa_rwkvag att_8_mr att_8_mw att_8_mk att_8_mv att_8_ma att_8_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_8_mv 1 2 att_8_mv att_8_mv_0 att_8_mv_1
+Gemm gemm_att_8_key 1 1 att_8_mk att_8_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_8_value 1 1 att_8_mv_0 att_8_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_8_receptance 1 1 att_8_mr att_8_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_8_ma_lora_0 1 1 att_8_ma att_8_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_8_ma_lora_1 1 1 att_8_ma_lora_0 att_8_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_8_a0 0 1 att_8_a0 0=768 21=0
+BinaryOp add_103 2 1 att_8_ma_lora_1 att_8_a0 att_8_ma_lora_2 0=0
+Sigmoid sigmoid_31 1 1 att_8_ma_lora_2 att_8_a
+Split split_att_8_a 1 2 att_8_a att_8_a_0 att_8_a_1
+Gemm gemm_att_8_mg_lora 1 1 att_8_mg att_8_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_32 1 1 att_8_mg_lora att_8_mg_lora_sigmoid
+Gemm gemm_att_8_gate 1 1 att_8_mg_lora_sigmoid att_8_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_8_k_k 0 1 att_8_k_k 0=768 21=0
+MemoryData data_att_8_k_a 0 1 att_8_k_a 0=768 21=0
+MemoryData data_att_8_r_k 0 1 att_8_r_k 0=768 21=0
+Split split_att_8_key 1 2 att_8_key att_8_key_0 att_8_key_1
+BinaryOp mul_104 2 1 att_8_key_0 att_8_k_k att_8_key_k 0=2
+Reshape reshape_96 1 1 att_8_key_k att_8_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_8 1 1 att_8_key_k_reshape att_8_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_97 1 1 att_8_key_k_norm att_8_key_k_norm_reshape 0=768
+BinaryOp add_104 1 1 att_8_a_0 att_8_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_105 2 1 att_8_a_0_minus att_8_k_a att_8_a_minus1_mulka 0=2
+BinaryOp add_105 1 1 att_8_a_minus1_mulka att_8_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_106 2 1 att_8_a_minus1_mulka_plus1 att_8_key_1 att_8_key_a 0=2
+Split split_att_8_value 1 2 att_8_value att_8_value_0 att_8_value_1
+Split split_v_first_7 1 2 v_first_7 att_8_v_first v_first_8
+BinaryOp minus_7 2 1 att_8_v_first att_8_value_1 att_8_vfirst_minus_value 0=1
+Gemm gemm_att_8_mv_lora_0 1 1 att_8_mv_1 att_8_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_8_mv_lora_1 1 1 att_8_mv_lora_0 att_8_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_8_v0 0 1 att_8_v0 0=768 21=0
+BinaryOp add_106 2 1 att_8_mv_lora_1 att_8_v0 att_8_mv_lora_2 0=0
+Sigmoid sigmoid_33 1 1 att_8_mv_lora_2 att_8_mv_lora_sigmoid
+BinaryOp mul_107 2 1 att_8_mv_lora_sigmoid att_8_vfirst_minus_value att_8_vfirst_minus_value_mul 0=2
+BinaryOp add_107 2 1 att_8_value_0 att_8_vfirst_minus_value_mul att_8_value_final 0=0
+Gemm gemm_att_8_mw_lora 1 1 att_8_mw att_8_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_8_mw_lora 1 1 att_8_mw_lora att_8_mw_lora_tanh
+Gemm gemm_att_8_mw_lora_tanh_linear 1 1 att_8_mw_lora_tanh att_8_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_8_td 0 1 att_8_td 0=768 21=0
+BinaryOp add_108 2 1 att_8_mw_lora_tanh_linear att_8_td att_8_time_decay_pre 0=0
+Sigmoid sigmoid_34 1 1 att_8_time_decay_pre att_8_time_decay_sigmoid
+Exp exp_8 1 1 att_8_time_decay_sigmoid att_8_time_decay 1=-0.606531
+Reshape reshape_98 1 1 att_8_time_decay att_8_time_decay_reshape 0=64 1=1 2=12
+Split split_att_8_key_a 1 2 att_8_key_a att_8_key_a_0 att_8_key_a_1
+Reshape reshape_99 1 1 att_8_key_a_0 att_8_key_a_reshape 0=64 1=1 2=12
+Split split_att_8_value_final 1 3 att_8_value_final att_8_value_final_0 att_8_value_final_1 att_8_value_final_2
+Reshape reshape_100 1 1 att_8_value_final_0 att_8_value_final_0_reshape 0=64 1=12
+Reshape reshape_101 1 1 att_8_value_final_1 att_8_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_8_vk 2 1 att_8_value_final_1_reshape att_8_key_a_reshape att_8_vk 0=0
+Split split_att_8_key_k_norm_reshape 1 2 att_8_key_k_norm_reshape att_8_kk_0 att_8_kk_1
+BinaryOp mul_108 1 1 att_8_kk_0 att_8_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_102 1 1 att_8_kk_0_neg att_8_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_109 2 1 att_8_kk_1 att_8_a_1 att_8_kk_a 0=2
+Reshape reshape_103 1 1 att_8_kk_a att_8_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_8_ab 2 1 att_8_kk_0_neg_reshape att_8_kk_a_reshape att_8_ab 0=0
+Split split_state_25_in 1 2 state_25_in att_8_state_prev_0 att_8_state_prev_1
+BinaryOp mul_110 2 1 att_8_state_prev_0 att_8_time_decay_reshape att_8_state_td 0=2
+MatMul matmul_att_8_sab 2 1 att_8_state_prev_1 att_8_ab att_8_sab 0=0
+BinaryOp add_109 2 1 att_8_sab att_8_vk att_8_sab_vk 0=0
+BinaryOp add_110 2 1 att_8_sab_vk att_8_state_td att_8_state_new 0=0
+Split split_att_8_state_new 1 2 att_8_state_new att_8_state_new_0 state_25_out
+Split split_att_8_receptance 1 2 att_8_receptance att_8_receptance_0 att_8_receptance_1
+Reshape reshape_104 1 1 att_8_receptance_0 att_8_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_8_wkv_out 2 1 att_8_state_new_0 att_8_receptance_reshape att_8_wkv_out 0=0
+Reshape reshape_105 1 1 att_8_wkv_out att_8_wkv_out_flatten 0=768
+GroupNorm groupnorm_8 1 1 att_8_wkv_out_flatten att_8_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_111 2 1 att_8_receptance_1 att_8_key_a_1 att_8_receptance_key_a 0=2
+BinaryOp mul_112 2 1 att_8_receptance_key_a att_8_r_k att_8_rk 0=2
+Reshape reshape_106 1 1 att_8_rk att_8_rk_reshape 0=64 1=12
+Reduction sum_8 1 1 att_8_rk_reshape att_8_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_113 2 1 att_8_value_final_0_reshape att_8_rk_sum att_8_value_final_0_rk 0=2
+Reshape reshape_107 1 1 att_8_value_final_0_rk att_8_value_final_0_rk_reshape 0=768
+BinaryOp add_111 2 1 att_8_value_final_0_rk_reshape att_8_x_gn att_8_x_gn_rkv 0=0
+BinaryOp mul_114 2 1 att_8_x_gn_rkv att_8_gate att_8_x_gate 0=2
+Gemm gemm_att_8_x_out 1 1 att_8_x_gate att_8_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_112 2 1 att_8_x_out att_8_x_last time_mixing_8_out 0=0
+Split split_time_mixing_8_out 1 2 time_mixing_8_out ffn_8_x_last ffn_8_x
+LayerNorm layernorm_17 1 1 ffn_8_x ffn_8_xx 0=768 1=0.00001 2=1
+Split split_ffn_8_xx 1 3 ffn_8_xx ffn_8_xx_0 ffn_8_xx_1 state_26_out
+BinaryOp sub_17 2 1 state_26_in ffn_8_xx_0 ffn_8_sx 0=1
+Split split_ffn_8_sx 1 1 ffn_8_sx ffn_8_sx_0
+MemoryData data_ffn_8_x_k 0 1 ffn_8_x_k 0=768 21=0
+BinaryOp mul_115 2 1 ffn_8_sx_0 ffn_8_x_k ffn_8_xk 0=2
+BinaryOp add_113 2 1 ffn_8_xk ffn_8_xx_1 ffn_8_xxk 0=0
+Gemm gemm_ffn_8_key 1 1 ffn_8_xxk ffn_8_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_8 1 1 ffn_8_key ffn_8_key_relu
+UnaryOp square_ffn_8_key_relu 1 1 ffn_8_key_relu ffn_8_key_relu_square 0=4
+Gemm gemm_ffn_8_value 1 1 ffn_8_key_relu_square ffn_8_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_114 2 1 ffn_8_value ffn_8_x_last channel_mixing_8_out 0=0
+Split split_channel_mixing_8_out 1 2 channel_mixing_8_out att_9_x_last att_9_x
+LayerNorm layernorm_18 1 1 att_9_x att_9_xx 0=768 1=0.00001 2=1
+Split split_att_9_xx 1 3 att_9_xx att_9_xx_0 att_9_xx_1 state_27_out
+BinaryOp sub_18 2 1 state_27_in att_9_xx_0 att_9_sx 0=1
+MemoryData data_att_9_maa 0 1 att_9_maa 0=768 1=6 21=0
+BinaryOp mul_116 2 1 att_9_sx att_9_maa att_9_maa_x 0=2
+BinaryOp add_115 2 1 att_9_xx_1 att_9_maa_x att_9_maa_rwkvag 0=0
+Slice slice_att_9_maa_rwkvag 1 6 att_9_maa_rwkvag att_9_mr att_9_mw att_9_mk att_9_mv att_9_ma att_9_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_9_mv 1 2 att_9_mv att_9_mv_0 att_9_mv_1
+Gemm gemm_att_9_key 1 1 att_9_mk att_9_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_9_value 1 1 att_9_mv_0 att_9_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_9_receptance 1 1 att_9_mr att_9_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_9_ma_lora_0 1 1 att_9_ma att_9_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_9_ma_lora_1 1 1 att_9_ma_lora_0 att_9_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_9_a0 0 1 att_9_a0 0=768 21=0
+BinaryOp add_116 2 1 att_9_ma_lora_1 att_9_a0 att_9_ma_lora_2 0=0
+Sigmoid sigmoid_35 1 1 att_9_ma_lora_2 att_9_a
+Split split_att_9_a 1 2 att_9_a att_9_a_0 att_9_a_1
+Gemm gemm_att_9_mg_lora 1 1 att_9_mg att_9_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_36 1 1 att_9_mg_lora att_9_mg_lora_sigmoid
+Gemm gemm_att_9_gate 1 1 att_9_mg_lora_sigmoid att_9_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_9_k_k 0 1 att_9_k_k 0=768 21=0
+MemoryData data_att_9_k_a 0 1 att_9_k_a 0=768 21=0
+MemoryData data_att_9_r_k 0 1 att_9_r_k 0=768 21=0
+Split split_att_9_key 1 2 att_9_key att_9_key_0 att_9_key_1
+BinaryOp mul_117 2 1 att_9_key_0 att_9_k_k att_9_key_k 0=2
+Reshape reshape_108 1 1 att_9_key_k att_9_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_9 1 1 att_9_key_k_reshape att_9_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_109 1 1 att_9_key_k_norm att_9_key_k_norm_reshape 0=768
+BinaryOp add_117 1 1 att_9_a_0 att_9_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_118 2 1 att_9_a_0_minus att_9_k_a att_9_a_minus1_mulka 0=2
+BinaryOp add_118 1 1 att_9_a_minus1_mulka att_9_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_119 2 1 att_9_a_minus1_mulka_plus1 att_9_key_1 att_9_key_a 0=2
+Split split_att_9_value 1 2 att_9_value att_9_value_0 att_9_value_1
+Split split_v_first_8 1 2 v_first_8 att_9_v_first v_first_9
+BinaryOp minus_8 2 1 att_9_v_first att_9_value_1 att_9_vfirst_minus_value 0=1
+Gemm gemm_att_9_mv_lora_0 1 1 att_9_mv_1 att_9_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_9_mv_lora_1 1 1 att_9_mv_lora_0 att_9_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_9_v0 0 1 att_9_v0 0=768 21=0
+BinaryOp add_119 2 1 att_9_mv_lora_1 att_9_v0 att_9_mv_lora_2 0=0
+Sigmoid sigmoid_37 1 1 att_9_mv_lora_2 att_9_mv_lora_sigmoid
+BinaryOp mul_120 2 1 att_9_mv_lora_sigmoid att_9_vfirst_minus_value att_9_vfirst_minus_value_mul 0=2
+BinaryOp add_120 2 1 att_9_value_0 att_9_vfirst_minus_value_mul att_9_value_final 0=0
+Gemm gemm_att_9_mw_lora 1 1 att_9_mw att_9_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_9_mw_lora 1 1 att_9_mw_lora att_9_mw_lora_tanh
+Gemm gemm_att_9_mw_lora_tanh_linear 1 1 att_9_mw_lora_tanh att_9_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_9_td 0 1 att_9_td 0=768 21=0
+BinaryOp add_121 2 1 att_9_mw_lora_tanh_linear att_9_td att_9_time_decay_pre 0=0
+Sigmoid sigmoid_38 1 1 att_9_time_decay_pre att_9_time_decay_sigmoid
+Exp exp_9 1 1 att_9_time_decay_sigmoid att_9_time_decay 1=-0.606531
+Reshape reshape_110 1 1 att_9_time_decay att_9_time_decay_reshape 0=64 1=1 2=12
+Split split_att_9_key_a 1 2 att_9_key_a att_9_key_a_0 att_9_key_a_1
+Reshape reshape_111 1 1 att_9_key_a_0 att_9_key_a_reshape 0=64 1=1 2=12
+Split split_att_9_value_final 1 3 att_9_value_final att_9_value_final_0 att_9_value_final_1 att_9_value_final_2
+Reshape reshape_112 1 1 att_9_value_final_0 att_9_value_final_0_reshape 0=64 1=12
+Reshape reshape_113 1 1 att_9_value_final_1 att_9_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_9_vk 2 1 att_9_value_final_1_reshape att_9_key_a_reshape att_9_vk 0=0
+Split split_att_9_key_k_norm_reshape 1 2 att_9_key_k_norm_reshape att_9_kk_0 att_9_kk_1
+BinaryOp mul_121 1 1 att_9_kk_0 att_9_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_114 1 1 att_9_kk_0_neg att_9_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_122 2 1 att_9_kk_1 att_9_a_1 att_9_kk_a 0=2
+Reshape reshape_115 1 1 att_9_kk_a att_9_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_9_ab 2 1 att_9_kk_0_neg_reshape att_9_kk_a_reshape att_9_ab 0=0
+Split split_state_28_in 1 2 state_28_in att_9_state_prev_0 att_9_state_prev_1
+BinaryOp mul_123 2 1 att_9_state_prev_0 att_9_time_decay_reshape att_9_state_td 0=2
+MatMul matmul_att_9_sab 2 1 att_9_state_prev_1 att_9_ab att_9_sab 0=0
+BinaryOp add_122 2 1 att_9_sab att_9_vk att_9_sab_vk 0=0
+BinaryOp add_123 2 1 att_9_sab_vk att_9_state_td att_9_state_new 0=0
+Split split_att_9_state_new 1 2 att_9_state_new att_9_state_new_0 state_28_out
+Split split_att_9_receptance 1 2 att_9_receptance att_9_receptance_0 att_9_receptance_1
+Reshape reshape_116 1 1 att_9_receptance_0 att_9_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_9_wkv_out 2 1 att_9_state_new_0 att_9_receptance_reshape att_9_wkv_out 0=0
+Reshape reshape_117 1 1 att_9_wkv_out att_9_wkv_out_flatten 0=768
+GroupNorm groupnorm_9 1 1 att_9_wkv_out_flatten att_9_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_124 2 1 att_9_receptance_1 att_9_key_a_1 att_9_receptance_key_a 0=2
+BinaryOp mul_125 2 1 att_9_receptance_key_a att_9_r_k att_9_rk 0=2
+Reshape reshape_118 1 1 att_9_rk att_9_rk_reshape 0=64 1=12
+Reduction sum_9 1 1 att_9_rk_reshape att_9_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_126 2 1 att_9_value_final_0_reshape att_9_rk_sum att_9_value_final_0_rk 0=2
+Reshape reshape_119 1 1 att_9_value_final_0_rk att_9_value_final_0_rk_reshape 0=768
+BinaryOp add_124 2 1 att_9_value_final_0_rk_reshape att_9_x_gn att_9_x_gn_rkv 0=0
+BinaryOp mul_127 2 1 att_9_x_gn_rkv att_9_gate att_9_x_gate 0=2
+Gemm gemm_att_9_x_out 1 1 att_9_x_gate att_9_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_125 2 1 att_9_x_out att_9_x_last time_mixing_9_out 0=0
+Split split_time_mixing_9_out 1 2 time_mixing_9_out ffn_9_x_last ffn_9_x
+LayerNorm layernorm_19 1 1 ffn_9_x ffn_9_xx 0=768 1=0.00001 2=1
+Split split_ffn_9_xx 1 3 ffn_9_xx ffn_9_xx_0 ffn_9_xx_1 state_29_out
+BinaryOp sub_19 2 1 state_29_in ffn_9_xx_0 ffn_9_sx 0=1
+Split split_ffn_9_sx 1 1 ffn_9_sx ffn_9_sx_0
+MemoryData data_ffn_9_x_k 0 1 ffn_9_x_k 0=768 21=0
+BinaryOp mul_128 2 1 ffn_9_sx_0 ffn_9_x_k ffn_9_xk 0=2
+BinaryOp add_126 2 1 ffn_9_xk ffn_9_xx_1 ffn_9_xxk 0=0
+Gemm gemm_ffn_9_key 1 1 ffn_9_xxk ffn_9_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_9 1 1 ffn_9_key ffn_9_key_relu
+UnaryOp square_ffn_9_key_relu 1 1 ffn_9_key_relu ffn_9_key_relu_square 0=4
+Gemm gemm_ffn_9_value 1 1 ffn_9_key_relu_square ffn_9_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_127 2 1 ffn_9_value ffn_9_x_last channel_mixing_9_out 0=0
+Split split_channel_mixing_9_out 1 2 channel_mixing_9_out att_10_x_last att_10_x
+LayerNorm layernorm_20 1 1 att_10_x att_10_xx 0=768 1=0.00001 2=1
+Split split_att_10_xx 1 3 att_10_xx att_10_xx_0 att_10_xx_1 state_30_out
+BinaryOp sub_20 2 1 state_30_in att_10_xx_0 att_10_sx 0=1
+MemoryData data_att_10_maa 0 1 att_10_maa 0=768 1=6 21=0
+BinaryOp mul_129 2 1 att_10_sx att_10_maa att_10_maa_x 0=2
+BinaryOp add_128 2 1 att_10_xx_1 att_10_maa_x att_10_maa_rwkvag 0=0
+Slice slice_att_10_maa_rwkvag 1 6 att_10_maa_rwkvag att_10_mr att_10_mw att_10_mk att_10_mv att_10_ma att_10_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_10_mv 1 2 att_10_mv att_10_mv_0 att_10_mv_1
+Gemm gemm_att_10_key 1 1 att_10_mk att_10_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_10_value 1 1 att_10_mv_0 att_10_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_10_receptance 1 1 att_10_mr att_10_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_10_ma_lora_0 1 1 att_10_ma att_10_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_10_ma_lora_1 1 1 att_10_ma_lora_0 att_10_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_10_a0 0 1 att_10_a0 0=768 21=0
+BinaryOp add_129 2 1 att_10_ma_lora_1 att_10_a0 att_10_ma_lora_2 0=0
+Sigmoid sigmoid_39 1 1 att_10_ma_lora_2 att_10_a
+Split split_att_10_a 1 2 att_10_a att_10_a_0 att_10_a_1
+Gemm gemm_att_10_mg_lora 1 1 att_10_mg att_10_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_40 1 1 att_10_mg_lora att_10_mg_lora_sigmoid
+Gemm gemm_att_10_gate 1 1 att_10_mg_lora_sigmoid att_10_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_10_k_k 0 1 att_10_k_k 0=768 21=0
+MemoryData data_att_10_k_a 0 1 att_10_k_a 0=768 21=0
+MemoryData data_att_10_r_k 0 1 att_10_r_k 0=768 21=0
+Split split_att_10_key 1 2 att_10_key att_10_key_0 att_10_key_1
+BinaryOp mul_130 2 1 att_10_key_0 att_10_k_k att_10_key_k 0=2
+Reshape reshape_120 1 1 att_10_key_k att_10_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_10 1 1 att_10_key_k_reshape att_10_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_121 1 1 att_10_key_k_norm att_10_key_k_norm_reshape 0=768
+BinaryOp add_130 1 1 att_10_a_0 att_10_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_131 2 1 att_10_a_0_minus att_10_k_a att_10_a_minus1_mulka 0=2
+BinaryOp add_131 1 1 att_10_a_minus1_mulka att_10_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_132 2 1 att_10_a_minus1_mulka_plus1 att_10_key_1 att_10_key_a 0=2
+Split split_att_10_value 1 2 att_10_value att_10_value_0 att_10_value_1
+Split split_v_first_9 1 2 v_first_9 att_10_v_first v_first_10
+BinaryOp minus_9 2 1 att_10_v_first att_10_value_1 att_10_vfirst_minus_value 0=1
+Gemm gemm_att_10_mv_lora_0 1 1 att_10_mv_1 att_10_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_10_mv_lora_1 1 1 att_10_mv_lora_0 att_10_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_10_v0 0 1 att_10_v0 0=768 21=0
+BinaryOp add_132 2 1 att_10_mv_lora_1 att_10_v0 att_10_mv_lora_2 0=0
+Sigmoid sigmoid_41 1 1 att_10_mv_lora_2 att_10_mv_lora_sigmoid
+BinaryOp mul_133 2 1 att_10_mv_lora_sigmoid att_10_vfirst_minus_value att_10_vfirst_minus_value_mul 0=2
+BinaryOp add_133 2 1 att_10_value_0 att_10_vfirst_minus_value_mul att_10_value_final 0=0
+Gemm gemm_att_10_mw_lora 1 1 att_10_mw att_10_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_10_mw_lora 1 1 att_10_mw_lora att_10_mw_lora_tanh
+Gemm gemm_att_10_mw_lora_tanh_linear 1 1 att_10_mw_lora_tanh att_10_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_10_td 0 1 att_10_td 0=768 21=0
+BinaryOp add_134 2 1 att_10_mw_lora_tanh_linear att_10_td att_10_time_decay_pre 0=0
+Sigmoid sigmoid_42 1 1 att_10_time_decay_pre att_10_time_decay_sigmoid
+Exp exp_10 1 1 att_10_time_decay_sigmoid att_10_time_decay 1=-0.606531
+Reshape reshape_122 1 1 att_10_time_decay att_10_time_decay_reshape 0=64 1=1 2=12
+Split split_att_10_key_a 1 2 att_10_key_a att_10_key_a_0 att_10_key_a_1
+Reshape reshape_123 1 1 att_10_key_a_0 att_10_key_a_reshape 0=64 1=1 2=12
+Split split_att_10_value_final 1 3 att_10_value_final att_10_value_final_0 att_10_value_final_1 att_10_value_final_2
+Reshape reshape_124 1 1 att_10_value_final_0 att_10_value_final_0_reshape 0=64 1=12
+Reshape reshape_125 1 1 att_10_value_final_1 att_10_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_10_vk 2 1 att_10_value_final_1_reshape att_10_key_a_reshape att_10_vk 0=0
+Split split_att_10_key_k_norm_reshape 1 2 att_10_key_k_norm_reshape att_10_kk_0 att_10_kk_1
+BinaryOp mul_134 1 1 att_10_kk_0 att_10_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_126 1 1 att_10_kk_0_neg att_10_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_135 2 1 att_10_kk_1 att_10_a_1 att_10_kk_a 0=2
+Reshape reshape_127 1 1 att_10_kk_a att_10_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_10_ab 2 1 att_10_kk_0_neg_reshape att_10_kk_a_reshape att_10_ab 0=0
+Split split_state_31_in 1 2 state_31_in att_10_state_prev_0 att_10_state_prev_1
+BinaryOp mul_136 2 1 att_10_state_prev_0 att_10_time_decay_reshape att_10_state_td 0=2
+MatMul matmul_att_10_sab 2 1 att_10_state_prev_1 att_10_ab att_10_sab 0=0
+BinaryOp add_135 2 1 att_10_sab att_10_vk att_10_sab_vk 0=0
+BinaryOp add_136 2 1 att_10_sab_vk att_10_state_td att_10_state_new 0=0
+Split split_att_10_state_new 1 2 att_10_state_new att_10_state_new_0 state_31_out
+Split split_att_10_receptance 1 2 att_10_receptance att_10_receptance_0 att_10_receptance_1
+Reshape reshape_128 1 1 att_10_receptance_0 att_10_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_10_wkv_out 2 1 att_10_state_new_0 att_10_receptance_reshape att_10_wkv_out 0=0
+Reshape reshape_129 1 1 att_10_wkv_out att_10_wkv_out_flatten 0=768
+GroupNorm groupnorm_10 1 1 att_10_wkv_out_flatten att_10_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_137 2 1 att_10_receptance_1 att_10_key_a_1 att_10_receptance_key_a 0=2
+BinaryOp mul_138 2 1 att_10_receptance_key_a att_10_r_k att_10_rk 0=2
+Reshape reshape_130 1 1 att_10_rk att_10_rk_reshape 0=64 1=12
+Reduction sum_10 1 1 att_10_rk_reshape att_10_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_139 2 1 att_10_value_final_0_reshape att_10_rk_sum att_10_value_final_0_rk 0=2
+Reshape reshape_131 1 1 att_10_value_final_0_rk att_10_value_final_0_rk_reshape 0=768
+BinaryOp add_137 2 1 att_10_value_final_0_rk_reshape att_10_x_gn att_10_x_gn_rkv 0=0
+BinaryOp mul_140 2 1 att_10_x_gn_rkv att_10_gate att_10_x_gate 0=2
+Gemm gemm_att_10_x_out 1 1 att_10_x_gate att_10_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_138 2 1 att_10_x_out att_10_x_last time_mixing_10_out 0=0
+Split split_time_mixing_10_out 1 2 time_mixing_10_out ffn_10_x_last ffn_10_x
+LayerNorm layernorm_21 1 1 ffn_10_x ffn_10_xx 0=768 1=0.00001 2=1
+Split split_ffn_10_xx 1 3 ffn_10_xx ffn_10_xx_0 ffn_10_xx_1 state_32_out
+BinaryOp sub_21 2 1 state_32_in ffn_10_xx_0 ffn_10_sx 0=1
+Split split_ffn_10_sx 1 1 ffn_10_sx ffn_10_sx_0
+MemoryData data_ffn_10_x_k 0 1 ffn_10_x_k 0=768 21=0
+BinaryOp mul_141 2 1 ffn_10_sx_0 ffn_10_x_k ffn_10_xk 0=2
+BinaryOp add_139 2 1 ffn_10_xk ffn_10_xx_1 ffn_10_xxk 0=0
+Gemm gemm_ffn_10_key 1 1 ffn_10_xxk ffn_10_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_10 1 1 ffn_10_key ffn_10_key_relu
+UnaryOp square_ffn_10_key_relu 1 1 ffn_10_key_relu ffn_10_key_relu_square 0=4
+Gemm gemm_ffn_10_value 1 1 ffn_10_key_relu_square ffn_10_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_140 2 1 ffn_10_value ffn_10_x_last channel_mixing_10_out 0=0
+Split split_channel_mixing_10_out 1 2 channel_mixing_10_out att_11_x_last att_11_x
+LayerNorm layernorm_22 1 1 att_11_x att_11_xx 0=768 1=0.00001 2=1
+Split split_att_11_xx 1 3 att_11_xx att_11_xx_0 att_11_xx_1 state_33_out
+BinaryOp sub_22 2 1 state_33_in att_11_xx_0 att_11_sx 0=1
+MemoryData data_att_11_maa 0 1 att_11_maa 0=768 1=6 21=0
+BinaryOp mul_142 2 1 att_11_sx att_11_maa att_11_maa_x 0=2
+BinaryOp add_141 2 1 att_11_xx_1 att_11_maa_x att_11_maa_rwkvag 0=0
+Slice slice_att_11_maa_rwkvag 1 6 att_11_maa_rwkvag att_11_mr att_11_mw att_11_mk att_11_mv att_11_ma att_11_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_11_mv 1 2 att_11_mv att_11_mv_0 att_11_mv_1
+Gemm gemm_att_11_key 1 1 att_11_mk att_11_key 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_11_value 1 1 att_11_mv_0 att_11_value 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_11_receptance 1 1 att_11_mr att_11_receptance 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+Gemm gemm_att_11_ma_lora_0 1 1 att_11_ma att_11_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+Gemm gemm_att_11_ma_lora_1 1 1 att_11_ma_lora_0 att_11_ma_lora_1 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_11_a0 0 1 att_11_a0 0=768 21=0
+BinaryOp add_142 2 1 att_11_ma_lora_1 att_11_a0 att_11_ma_lora_2 0=0
+Sigmoid sigmoid_43 1 1 att_11_ma_lora_2 att_11_a
+Split split_att_11_a 1 2 att_11_a att_11_a_0 att_11_a_1
+Gemm gemm_att_11_mg_lora 1 1 att_11_mg att_11_mg_lora 4=0 5=1 6=0 7=0 8=128 9=768 10=-1
+Sigmoid sigmoid_44 1 1 att_11_mg_lora att_11_mg_lora_sigmoid
+Gemm gemm_att_11_gate 1 1 att_11_mg_lora_sigmoid att_11_gate 4=0 5=1 6=0 7=0 8=768 9=128 10=-1
+MemoryData data_att_11_k_k 0 1 att_11_k_k 0=768 21=0
+MemoryData data_att_11_k_a 0 1 att_11_k_a 0=768 21=0
+MemoryData data_att_11_r_k 0 1 att_11_r_k 0=768 21=0
+Split split_att_11_key 1 2 att_11_key att_11_key_0 att_11_key_1
+BinaryOp mul_143 2 1 att_11_key_0 att_11_k_k att_11_key_k 0=2
+Reshape reshape_132 1 1 att_11_key_k att_11_key_k_reshape 0=64 1=1 2=12
+Normalize l2norm_11 1 1 att_11_key_k_reshape att_11_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_133 1 1 att_11_key_k_norm att_11_key_k_norm_reshape 0=768
+BinaryOp add_143 1 1 att_11_a_0 att_11_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_144 2 1 att_11_a_0_minus att_11_k_a att_11_a_minus1_mulka 0=2
+BinaryOp add_144 1 1 att_11_a_minus1_mulka att_11_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_145 2 1 att_11_a_minus1_mulka_plus1 att_11_key_1 att_11_key_a 0=2
+Split split_att_11_value 1 2 att_11_value att_11_value_0 att_11_value_1
+Split split_v_first_10 1 2 v_first_10 att_11_v_first v_first_11
+BinaryOp minus_10 2 1 att_11_v_first att_11_value_1 att_11_vfirst_minus_value 0=1
+Gemm gemm_att_11_mv_lora_0 1 1 att_11_mv_1 att_11_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=768 10=-1
+Gemm gemm_att_11_mv_lora_1 1 1 att_11_mv_lora_0 att_11_mv_lora_1 4=0 5=1 6=0 7=0 8=768 9=32 10=-1
+MemoryData data_att_11_v0 0 1 att_11_v0 0=768 21=0
+BinaryOp add_145 2 1 att_11_mv_lora_1 att_11_v0 att_11_mv_lora_2 0=0
+Sigmoid sigmoid_45 1 1 att_11_mv_lora_2 att_11_mv_lora_sigmoid
+BinaryOp mul_146 2 1 att_11_mv_lora_sigmoid att_11_vfirst_minus_value att_11_vfirst_minus_value_mul 0=2
+BinaryOp add_146 2 1 att_11_value_0 att_11_vfirst_minus_value_mul att_11_value_final 0=0
+Gemm gemm_att_11_mw_lora 1 1 att_11_mw att_11_mw_lora 4=0 5=1 6=0 7=0 8=64 9=768 10=-1
+TanH tanh_att_11_mw_lora 1 1 att_11_mw_lora att_11_mw_lora_tanh
+Gemm gemm_att_11_mw_lora_tanh_linear 1 1 att_11_mw_lora_tanh att_11_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=768 9=64 10=-1
+MemoryData data_att_11_td 0 1 att_11_td 0=768 21=0
+BinaryOp add_147 2 1 att_11_mw_lora_tanh_linear att_11_td att_11_time_decay_pre 0=0
+Sigmoid sigmoid_46 1 1 att_11_time_decay_pre att_11_time_decay_sigmoid
+Exp exp_11 1 1 att_11_time_decay_sigmoid att_11_time_decay 1=-0.606531
+Reshape reshape_134 1 1 att_11_time_decay att_11_time_decay_reshape 0=64 1=1 2=12
+Split split_att_11_key_a 1 2 att_11_key_a att_11_key_a_0 att_11_key_a_1
+Reshape reshape_135 1 1 att_11_key_a_0 att_11_key_a_reshape 0=64 1=1 2=12
+Split split_att_11_value_final 1 3 att_11_value_final att_11_value_final_0 att_11_value_final_1 att_11_value_final_2
+Reshape reshape_136 1 1 att_11_value_final_0 att_11_value_final_0_reshape 0=64 1=12
+Reshape reshape_137 1 1 att_11_value_final_1 att_11_value_final_1_reshape 0=1 1=64 2=12
+MatMul matmul_att_11_vk 2 1 att_11_value_final_1_reshape att_11_key_a_reshape att_11_vk 0=0
+Split split_att_11_key_k_norm_reshape 1 2 att_11_key_k_norm_reshape att_11_kk_0 att_11_kk_1
+BinaryOp mul_147 1 1 att_11_kk_0 att_11_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_138 1 1 att_11_kk_0_neg att_11_kk_0_neg_reshape 0=1 1=64 2=12
+BinaryOp mul_148 2 1 att_11_kk_1 att_11_a_1 att_11_kk_a 0=2
+Reshape reshape_139 1 1 att_11_kk_a att_11_kk_a_reshape 0=64 1=1 2=12
+MatMul matmul_att_11_ab 2 1 att_11_kk_0_neg_reshape att_11_kk_a_reshape att_11_ab 0=0
+Split split_state_34_in 1 2 state_34_in att_11_state_prev_0 att_11_state_prev_1
+BinaryOp mul_149 2 1 att_11_state_prev_0 att_11_time_decay_reshape att_11_state_td 0=2
+MatMul matmul_att_11_sab 2 1 att_11_state_prev_1 att_11_ab att_11_sab 0=0
+BinaryOp add_148 2 1 att_11_sab att_11_vk att_11_sab_vk 0=0
+BinaryOp add_149 2 1 att_11_sab_vk att_11_state_td att_11_state_new 0=0
+Split split_att_11_state_new 1 2 att_11_state_new att_11_state_new_0 state_34_out
+Split split_att_11_receptance 1 2 att_11_receptance att_11_receptance_0 att_11_receptance_1
+Reshape reshape_140 1 1 att_11_receptance_0 att_11_receptance_reshape 0=1 1=64 2=12
+MatMul matmul_att_11_wkv_out 2 1 att_11_state_new_0 att_11_receptance_reshape att_11_wkv_out 0=0
+Reshape reshape_141 1 1 att_11_wkv_out att_11_wkv_out_flatten 0=768
+GroupNorm groupnorm_11 1 1 att_11_wkv_out_flatten att_11_x_gn 0=12 1=768 2=0.00064 3=1
+BinaryOp mul_150 2 1 att_11_receptance_1 att_11_key_a_1 att_11_receptance_key_a 0=2
+BinaryOp mul_151 2 1 att_11_receptance_key_a att_11_r_k att_11_rk 0=2
+Reshape reshape_142 1 1 att_11_rk att_11_rk_reshape 0=64 1=12
+Reduction sum_11 1 1 att_11_rk_reshape att_11_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_152 2 1 att_11_value_final_0_reshape att_11_rk_sum att_11_value_final_0_rk 0=2
+Reshape reshape_143 1 1 att_11_value_final_0_rk att_11_value_final_0_rk_reshape 0=768
+BinaryOp add_150 2 1 att_11_value_final_0_rk_reshape att_11_x_gn att_11_x_gn_rkv 0=0
+BinaryOp mul_153 2 1 att_11_x_gn_rkv att_11_gate att_11_x_gate 0=2
+Gemm gemm_att_11_x_out 1 1 att_11_x_gate att_11_x_out 4=0 5=1 6=0 7=0 8=768 9=768 10=-1
+BinaryOp add_151 2 1 att_11_x_out att_11_x_last time_mixing_11_out 0=0
+Split split_time_mixing_11_out 1 2 time_mixing_11_out ffn_11_x_last ffn_11_x
+LayerNorm layernorm_23 1 1 ffn_11_x ffn_11_xx 0=768 1=0.00001 2=1
+Split split_ffn_11_xx 1 3 ffn_11_xx ffn_11_xx_0 ffn_11_xx_1 state_35_out
+BinaryOp sub_23 2 1 state_35_in ffn_11_xx_0 ffn_11_sx 0=1
+Split split_ffn_11_sx 1 1 ffn_11_sx ffn_11_sx_0
+MemoryData data_ffn_11_x_k 0 1 ffn_11_x_k 0=768 21=0
+BinaryOp mul_154 2 1 ffn_11_sx_0 ffn_11_x_k ffn_11_xk 0=2
+BinaryOp add_152 2 1 ffn_11_xk ffn_11_xx_1 ffn_11_xxk 0=0
+Gemm gemm_ffn_11_key 1 1 ffn_11_xxk ffn_11_key 4=0 5=1 6=0 7=0 8=3072 9=768 10=-1
+ReLU relu_11 1 1 ffn_11_key ffn_11_key_relu
+UnaryOp square_ffn_11_key_relu 1 1 ffn_11_key_relu ffn_11_key_relu_square 0=4
+Gemm gemm_ffn_11_value 1 1 ffn_11_key_relu_square ffn_11_value 4=0 5=1 6=0 7=0 8=768 9=3072 10=-1
+BinaryOp add_153 2 1 ffn_11_value ffn_11_x_last channel_mixing_11_out 0=0
+LayerNorm layernorm_24 1 1 channel_mixing_11_out norm_head 0=768 1=0.00001 2=1
+Gemm gemm_logits 1 1 norm_head logits 4=0 5=1 6=0 7=0 8=65536 9=768 10=-1
diff --git a/ncnn/RWKV-x070-World-0.4B-v2.9-20250107-ctx4096-ncnn.bin b/ncnn/RWKV-x070-World-0.4B-v2.9-20250107-ctx4096-ncnn.bin
new file mode 100644
index 0000000..5a04a95
--- /dev/null
+++ b/ncnn/RWKV-x070-World-0.4B-v2.9-20250107-ctx4096-ncnn.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7b72d6275bae819c0047ede0e6bb92da4154afb595da6176b10401be3c5d564
+size 901832880
diff --git a/ncnn/RWKV-x070-World-0.4B-v2.9-20250107-ctx4096-ncnn.param b/ncnn/RWKV-x070-World-0.4B-v2.9-20250107-ctx4096-ncnn.param
new file mode 100644
index 0000000..d6579af
--- /dev/null
+++ b/ncnn/RWKV-x070-World-0.4B-v2.9-20250107-ctx4096-ncnn.param
@@ -0,0 +1,2398 @@
+7767517
+2396 2947
+MemoryData model_info 0 1 model_info 0=5 21=1
+Input input_0 0 1 token 0=1 1=1 2=1
+Input input_1 0 1 state_0_in 0=1024
+Input input_2 0 1 state_1_in 0=64 1=64 2=16
+Input input_3 0 1 state_2_in 0=1024
+Input input_4 0 1 state_3_in 0=1024
+Input input_5 0 1 state_4_in 0=64 1=64 2=16
+Input input_6 0 1 state_5_in 0=1024
+Input input_7 0 1 state_6_in 0=1024
+Input input_8 0 1 state_7_in 0=64 1=64 2=16
+Input input_9 0 1 state_8_in 0=1024
+Input input_10 0 1 state_9_in 0=1024
+Input input_11 0 1 state_10_in 0=64 1=64 2=16
+Input input_12 0 1 state_11_in 0=1024
+Input input_13 0 1 state_12_in 0=1024
+Input input_14 0 1 state_13_in 0=64 1=64 2=16
+Input input_15 0 1 state_14_in 0=1024
+Input input_16 0 1 state_15_in 0=1024
+Input input_17 0 1 state_16_in 0=64 1=64 2=16
+Input input_18 0 1 state_17_in 0=1024
+Input input_19 0 1 state_18_in 0=1024
+Input input_20 0 1 state_19_in 0=64 1=64 2=16
+Input input_21 0 1 state_20_in 0=1024
+Input input_22 0 1 state_21_in 0=1024
+Input input_23 0 1 state_22_in 0=64 1=64 2=16
+Input input_24 0 1 state_23_in 0=1024
+Input input_25 0 1 state_24_in 0=1024
+Input input_26 0 1 state_25_in 0=64 1=64 2=16
+Input input_27 0 1 state_26_in 0=1024
+Input input_28 0 1 state_27_in 0=1024
+Input input_29 0 1 state_28_in 0=64 1=64 2=16
+Input input_30 0 1 state_29_in 0=1024
+Input input_31 0 1 state_30_in 0=1024
+Input input_32 0 1 state_31_in 0=64 1=64 2=16
+Input input_33 0 1 state_32_in 0=1024
+Input input_34 0 1 state_33_in 0=1024
+Input input_35 0 1 state_34_in 0=64 1=64 2=16
+Input input_36 0 1 state_35_in 0=1024
+Input input_37 0 1 state_36_in 0=1024
+Input input_38 0 1 state_37_in 0=64 1=64 2=16
+Input input_39 0 1 state_38_in 0=1024
+Input input_40 0 1 state_39_in 0=1024
+Input input_41 0 1 state_40_in 0=64 1=64 2=16
+Input input_42 0 1 state_41_in 0=1024
+Input input_43 0 1 state_42_in 0=1024
+Input input_44 0 1 state_43_in 0=64 1=64 2=16
+Input input_45 0 1 state_44_in 0=1024
+Input input_46 0 1 state_45_in 0=1024
+Input input_47 0 1 state_46_in 0=64 1=64 2=16
+Input input_48 0 1 state_47_in 0=1024
+Input input_49 0 1 state_48_in 0=1024
+Input input_50 0 1 state_49_in 0=64 1=64 2=16
+Input input_51 0 1 state_50_in 0=1024
+Input input_52 0 1 state_51_in 0=1024
+Input input_53 0 1 state_52_in 0=64 1=64 2=16
+Input input_54 0 1 state_53_in 0=1024
+Input input_55 0 1 state_54_in 0=1024
+Input input_56 0 1 state_55_in 0=64 1=64 2=16
+Input input_57 0 1 state_56_in 0=1024
+Input input_58 0 1 state_57_in 0=1024
+Input input_59 0 1 state_58_in 0=64 1=64 2=16
+Input input_60 0 1 state_59_in 0=1024
+Input input_61 0 1 state_60_in 0=1024
+Input input_62 0 1 state_61_in 0=64 1=64 2=16
+Input input_63 0 1 state_62_in 0=1024
+Input input_64 0 1 state_63_in 0=1024
+Input input_65 0 1 state_64_in 0=64 1=64 2=16
+Input input_66 0 1 state_65_in 0=1024
+Input input_67 0 1 state_66_in 0=1024
+Input input_68 0 1 state_67_in 0=64 1=64 2=16
+Input input_69 0 1 state_68_in 0=1024
+Input input_70 0 1 state_69_in 0=1024
+Input input_71 0 1 state_70_in 0=64 1=64 2=16
+Input input_72 0 1 state_71_in 0=1024
+Embed embedding 1 1 token emb 0=1024 1=65536 3=67108864
+Split split_emb 1 2 emb att_0_x_last att_0_x
+LayerNorm layernorm_0 1 1 att_0_x att_0_xx 0=1024 1=0.00001 2=1
+Split split_att_0_xx 1 3 att_0_xx att_0_xx_0 att_0_xx_1 state_0_out
+BinaryOp sub_0 2 1 state_0_in att_0_xx_0 att_0_sx 0=1
+MemoryData data_att_0_maa 0 1 att_0_maa 0=1024 1=6 21=0
+BinaryOp mul_0 2 1 att_0_sx att_0_maa att_0_maa_x 0=2
+BinaryOp add_0 2 1 att_0_xx_1 att_0_maa_x att_0_maa_rwkvag 0=0
+Slice slice_att_0_maa_rwkvag 1 6 att_0_maa_rwkvag att_0_mr att_0_mw att_0_mk att_0_mv att_0_ma att_0_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_0_mv 1 2 att_0_mv att_0_mv_0 att_0_mv_1
+Gemm gemm_att_0_key 1 1 att_0_mk att_0_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_0_value 1 1 att_0_mv_0 att_0_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_0_receptance 1 1 att_0_mr att_0_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_0_ma_lora_0 1 1 att_0_ma att_0_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_0_ma_lora_1 1 1 att_0_ma_lora_0 att_0_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_0_a0 0 1 att_0_a0 0=1024 21=0
+BinaryOp add_1 2 1 att_0_ma_lora_1 att_0_a0 att_0_ma_lora_2 0=0
+Sigmoid sigmoid_0 1 1 att_0_ma_lora_2 att_0_a
+Split split_att_0_a 1 2 att_0_a att_0_a_0 att_0_a_1
+Gemm gemm_att_0_mg_lora 1 1 att_0_mg att_0_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_1 1 1 att_0_mg_lora att_0_mg_lora_sigmoid
+Gemm gemm_att_0_gate 1 1 att_0_mg_lora_sigmoid att_0_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_0_k_k 0 1 att_0_k_k 0=1024 21=0
+MemoryData data_att_0_k_a 0 1 att_0_k_a 0=1024 21=0
+MemoryData data_att_0_r_k 0 1 att_0_r_k 0=1024 21=0
+Split split_att_0_key 1 2 att_0_key att_0_key_0 att_0_key_1
+BinaryOp mul_1 2 1 att_0_key_0 att_0_k_k att_0_key_k 0=2
+Reshape reshape_0 1 1 att_0_key_k att_0_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_0 1 1 att_0_key_k_reshape att_0_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_1 1 1 att_0_key_k_norm att_0_key_k_norm_reshape 0=1024
+BinaryOp add_2 1 1 att_0_a_0 att_0_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_2 2 1 att_0_a_0_minus att_0_k_a att_0_a_minus1_mulka 0=2
+BinaryOp add_3 1 1 att_0_a_minus1_mulka att_0_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_3 2 1 att_0_a_minus1_mulka_plus1 att_0_key_1 att_0_key_a 0=2
+Split split_att_0_value 1 2 att_0_value att_0_value_final v_first_0
+Gemm gemm_att_0_mw_lora 1 1 att_0_mw att_0_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_0_mw_lora 1 1 att_0_mw_lora att_0_mw_lora_tanh
+Gemm gemm_att_0_mw_lora_tanh_linear 1 1 att_0_mw_lora_tanh att_0_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_0_td 0 1 att_0_td 0=1024 21=0
+BinaryOp add_4 2 1 att_0_mw_lora_tanh_linear att_0_td att_0_time_decay_pre 0=0
+Sigmoid sigmoid_2 1 1 att_0_time_decay_pre att_0_time_decay_sigmoid
+Exp exp_0 1 1 att_0_time_decay_sigmoid att_0_time_decay 1=-0.606531
+Reshape reshape_2 1 1 att_0_time_decay att_0_time_decay_reshape 0=64 1=1 2=16
+Split split_att_0_key_a 1 2 att_0_key_a att_0_key_a_0 att_0_key_a_1
+Reshape reshape_3 1 1 att_0_key_a_0 att_0_key_a_reshape 0=64 1=1 2=16
+Split split_att_0_value_final 1 3 att_0_value_final att_0_value_final_0 att_0_value_final_1 att_0_value_final_2
+Reshape reshape_4 1 1 att_0_value_final_0 att_0_value_final_0_reshape 0=64 1=16
+Reshape reshape_5 1 1 att_0_value_final_1 att_0_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_0_vk 2 1 att_0_value_final_1_reshape att_0_key_a_reshape att_0_vk 0=0
+Split split_att_0_key_k_norm_reshape 1 2 att_0_key_k_norm_reshape att_0_kk_0 att_0_kk_1
+BinaryOp mul_4 1 1 att_0_kk_0 att_0_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_6 1 1 att_0_kk_0_neg att_0_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_5 2 1 att_0_kk_1 att_0_a_1 att_0_kk_a 0=2
+Reshape reshape_7 1 1 att_0_kk_a att_0_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_0_ab 2 1 att_0_kk_0_neg_reshape att_0_kk_a_reshape att_0_ab 0=0
+Split split_state_1_in 1 2 state_1_in att_0_state_prev_0 att_0_state_prev_1
+BinaryOp mul_6 2 1 att_0_state_prev_0 att_0_time_decay_reshape att_0_state_td 0=2
+MatMul matmul_att_0_sab 2 1 att_0_state_prev_1 att_0_ab att_0_sab 0=0
+BinaryOp add_5 2 1 att_0_sab att_0_vk att_0_sab_vk 0=0
+BinaryOp add_6 2 1 att_0_sab_vk att_0_state_td att_0_state_new 0=0
+Split split_att_0_state_new 1 2 att_0_state_new att_0_state_new_0 state_1_out
+Split split_att_0_receptance 1 2 att_0_receptance att_0_receptance_0 att_0_receptance_1
+Reshape reshape_8 1 1 att_0_receptance_0 att_0_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_0_wkv_out 2 1 att_0_state_new_0 att_0_receptance_reshape att_0_wkv_out 0=0
+Reshape reshape_9 1 1 att_0_wkv_out att_0_wkv_out_flatten 0=1024
+GroupNorm groupnorm_0 1 1 att_0_wkv_out_flatten att_0_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_7 2 1 att_0_receptance_1 att_0_key_a_1 att_0_receptance_key_a 0=2
+BinaryOp mul_8 2 1 att_0_receptance_key_a att_0_r_k att_0_rk 0=2
+Reshape reshape_10 1 1 att_0_rk att_0_rk_reshape 0=64 1=16
+Reduction sum_0 1 1 att_0_rk_reshape att_0_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_9 2 1 att_0_value_final_0_reshape att_0_rk_sum att_0_value_final_0_rk 0=2
+Reshape reshape_11 1 1 att_0_value_final_0_rk att_0_value_final_0_rk_reshape 0=1024
+BinaryOp add_7 2 1 att_0_value_final_0_rk_reshape att_0_x_gn att_0_x_gn_rkv 0=0
+BinaryOp mul_10 2 1 att_0_x_gn_rkv att_0_gate att_0_x_gate 0=2
+Gemm gemm_att_0_x_out 1 1 att_0_x_gate att_0_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_8 2 1 att_0_x_out att_0_x_last time_mixing_0_out 0=0
+Split split_time_mixing_0_out 1 2 time_mixing_0_out ffn_0_x_last ffn_0_x
+LayerNorm layernorm_1 1 1 ffn_0_x ffn_0_xx 0=1024 1=0.00001 2=1
+Split split_ffn_0_xx 1 3 ffn_0_xx ffn_0_xx_0 ffn_0_xx_1 state_2_out
+BinaryOp sub_1 2 1 state_2_in ffn_0_xx_0 ffn_0_sx 0=1
+Split split_ffn_0_sx 1 1 ffn_0_sx ffn_0_sx_0
+MemoryData data_ffn_0_x_k 0 1 ffn_0_x_k 0=1024 21=0
+BinaryOp mul_11 2 1 ffn_0_sx_0 ffn_0_x_k ffn_0_xk 0=2
+BinaryOp add_9 2 1 ffn_0_xk ffn_0_xx_1 ffn_0_xxk 0=0
+Gemm gemm_ffn_0_key 1 1 ffn_0_xxk ffn_0_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_0 1 1 ffn_0_key ffn_0_key_relu
+UnaryOp square_ffn_0_key_relu 1 1 ffn_0_key_relu ffn_0_key_relu_square 0=4
+Gemm gemm_ffn_0_value 1 1 ffn_0_key_relu_square ffn_0_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_10 2 1 ffn_0_value ffn_0_x_last channel_mixing_0_out 0=0
+Split split_channel_mixing_0_out 1 2 channel_mixing_0_out att_1_x_last att_1_x
+LayerNorm layernorm_2 1 1 att_1_x att_1_xx 0=1024 1=0.00001 2=1
+Split split_att_1_xx 1 3 att_1_xx att_1_xx_0 att_1_xx_1 state_3_out
+BinaryOp sub_2 2 1 state_3_in att_1_xx_0 att_1_sx 0=1
+MemoryData data_att_1_maa 0 1 att_1_maa 0=1024 1=6 21=0
+BinaryOp mul_12 2 1 att_1_sx att_1_maa att_1_maa_x 0=2
+BinaryOp add_11 2 1 att_1_xx_1 att_1_maa_x att_1_maa_rwkvag 0=0
+Slice slice_att_1_maa_rwkvag 1 6 att_1_maa_rwkvag att_1_mr att_1_mw att_1_mk att_1_mv att_1_ma att_1_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_1_mv 1 2 att_1_mv att_1_mv_0 att_1_mv_1
+Gemm gemm_att_1_key 1 1 att_1_mk att_1_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_1_value 1 1 att_1_mv_0 att_1_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_1_receptance 1 1 att_1_mr att_1_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_1_ma_lora_0 1 1 att_1_ma att_1_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_1_ma_lora_1 1 1 att_1_ma_lora_0 att_1_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_1_a0 0 1 att_1_a0 0=1024 21=0
+BinaryOp add_12 2 1 att_1_ma_lora_1 att_1_a0 att_1_ma_lora_2 0=0
+Sigmoid sigmoid_3 1 1 att_1_ma_lora_2 att_1_a
+Split split_att_1_a 1 2 att_1_a att_1_a_0 att_1_a_1
+Gemm gemm_att_1_mg_lora 1 1 att_1_mg att_1_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_4 1 1 att_1_mg_lora att_1_mg_lora_sigmoid
+Gemm gemm_att_1_gate 1 1 att_1_mg_lora_sigmoid att_1_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_1_k_k 0 1 att_1_k_k 0=1024 21=0
+MemoryData data_att_1_k_a 0 1 att_1_k_a 0=1024 21=0
+MemoryData data_att_1_r_k 0 1 att_1_r_k 0=1024 21=0
+Split split_att_1_key 1 2 att_1_key att_1_key_0 att_1_key_1
+BinaryOp mul_13 2 1 att_1_key_0 att_1_k_k att_1_key_k 0=2
+Reshape reshape_12 1 1 att_1_key_k att_1_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_1 1 1 att_1_key_k_reshape att_1_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_13 1 1 att_1_key_k_norm att_1_key_k_norm_reshape 0=1024
+BinaryOp add_13 1 1 att_1_a_0 att_1_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_14 2 1 att_1_a_0_minus att_1_k_a att_1_a_minus1_mulka 0=2
+BinaryOp add_14 1 1 att_1_a_minus1_mulka att_1_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_15 2 1 att_1_a_minus1_mulka_plus1 att_1_key_1 att_1_key_a 0=2
+Split split_att_1_value 1 2 att_1_value att_1_value_0 att_1_value_1
+Split split_v_first_0 1 2 v_first_0 att_1_v_first v_first_1
+BinaryOp minus_0 2 1 att_1_v_first att_1_value_1 att_1_vfirst_minus_value 0=1
+Gemm gemm_att_1_mv_lora_0 1 1 att_1_mv_1 att_1_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_1_mv_lora_1 1 1 att_1_mv_lora_0 att_1_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_1_v0 0 1 att_1_v0 0=1024 21=0
+BinaryOp add_15 2 1 att_1_mv_lora_1 att_1_v0 att_1_mv_lora_2 0=0
+Sigmoid sigmoid_5 1 1 att_1_mv_lora_2 att_1_mv_lora_sigmoid
+BinaryOp mul_16 2 1 att_1_mv_lora_sigmoid att_1_vfirst_minus_value att_1_vfirst_minus_value_mul 0=2
+BinaryOp add_16 2 1 att_1_value_0 att_1_vfirst_minus_value_mul att_1_value_final 0=0
+Gemm gemm_att_1_mw_lora 1 1 att_1_mw att_1_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_1_mw_lora 1 1 att_1_mw_lora att_1_mw_lora_tanh
+Gemm gemm_att_1_mw_lora_tanh_linear 1 1 att_1_mw_lora_tanh att_1_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_1_td 0 1 att_1_td 0=1024 21=0
+BinaryOp add_17 2 1 att_1_mw_lora_tanh_linear att_1_td att_1_time_decay_pre 0=0
+Sigmoid sigmoid_6 1 1 att_1_time_decay_pre att_1_time_decay_sigmoid
+Exp exp_1 1 1 att_1_time_decay_sigmoid att_1_time_decay 1=-0.606531
+Reshape reshape_14 1 1 att_1_time_decay att_1_time_decay_reshape 0=64 1=1 2=16
+Split split_att_1_key_a 1 2 att_1_key_a att_1_key_a_0 att_1_key_a_1
+Reshape reshape_15 1 1 att_1_key_a_0 att_1_key_a_reshape 0=64 1=1 2=16
+Split split_att_1_value_final 1 3 att_1_value_final att_1_value_final_0 att_1_value_final_1 att_1_value_final_2
+Reshape reshape_16 1 1 att_1_value_final_0 att_1_value_final_0_reshape 0=64 1=16
+Reshape reshape_17 1 1 att_1_value_final_1 att_1_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_1_vk 2 1 att_1_value_final_1_reshape att_1_key_a_reshape att_1_vk 0=0
+Split split_att_1_key_k_norm_reshape 1 2 att_1_key_k_norm_reshape att_1_kk_0 att_1_kk_1
+BinaryOp mul_17 1 1 att_1_kk_0 att_1_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_18 1 1 att_1_kk_0_neg att_1_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_18 2 1 att_1_kk_1 att_1_a_1 att_1_kk_a 0=2
+Reshape reshape_19 1 1 att_1_kk_a att_1_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_1_ab 2 1 att_1_kk_0_neg_reshape att_1_kk_a_reshape att_1_ab 0=0
+Split split_state_4_in 1 2 state_4_in att_1_state_prev_0 att_1_state_prev_1
+BinaryOp mul_19 2 1 att_1_state_prev_0 att_1_time_decay_reshape att_1_state_td 0=2
+MatMul matmul_att_1_sab 2 1 att_1_state_prev_1 att_1_ab att_1_sab 0=0
+BinaryOp add_18 2 1 att_1_sab att_1_vk att_1_sab_vk 0=0
+BinaryOp add_19 2 1 att_1_sab_vk att_1_state_td att_1_state_new 0=0
+Split split_att_1_state_new 1 2 att_1_state_new att_1_state_new_0 state_4_out
+Split split_att_1_receptance 1 2 att_1_receptance att_1_receptance_0 att_1_receptance_1
+Reshape reshape_20 1 1 att_1_receptance_0 att_1_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_1_wkv_out 2 1 att_1_state_new_0 att_1_receptance_reshape att_1_wkv_out 0=0
+Reshape reshape_21 1 1 att_1_wkv_out att_1_wkv_out_flatten 0=1024
+GroupNorm groupnorm_1 1 1 att_1_wkv_out_flatten att_1_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_20 2 1 att_1_receptance_1 att_1_key_a_1 att_1_receptance_key_a 0=2
+BinaryOp mul_21 2 1 att_1_receptance_key_a att_1_r_k att_1_rk 0=2
+Reshape reshape_22 1 1 att_1_rk att_1_rk_reshape 0=64 1=16
+Reduction sum_1 1 1 att_1_rk_reshape att_1_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_22 2 1 att_1_value_final_0_reshape att_1_rk_sum att_1_value_final_0_rk 0=2
+Reshape reshape_23 1 1 att_1_value_final_0_rk att_1_value_final_0_rk_reshape 0=1024
+BinaryOp add_20 2 1 att_1_value_final_0_rk_reshape att_1_x_gn att_1_x_gn_rkv 0=0
+BinaryOp mul_23 2 1 att_1_x_gn_rkv att_1_gate att_1_x_gate 0=2
+Gemm gemm_att_1_x_out 1 1 att_1_x_gate att_1_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_21 2 1 att_1_x_out att_1_x_last time_mixing_1_out 0=0
+Split split_time_mixing_1_out 1 2 time_mixing_1_out ffn_1_x_last ffn_1_x
+LayerNorm layernorm_3 1 1 ffn_1_x ffn_1_xx 0=1024 1=0.00001 2=1
+Split split_ffn_1_xx 1 3 ffn_1_xx ffn_1_xx_0 ffn_1_xx_1 state_5_out
+BinaryOp sub_3 2 1 state_5_in ffn_1_xx_0 ffn_1_sx 0=1
+Split split_ffn_1_sx 1 1 ffn_1_sx ffn_1_sx_0
+MemoryData data_ffn_1_x_k 0 1 ffn_1_x_k 0=1024 21=0
+BinaryOp mul_24 2 1 ffn_1_sx_0 ffn_1_x_k ffn_1_xk 0=2
+BinaryOp add_22 2 1 ffn_1_xk ffn_1_xx_1 ffn_1_xxk 0=0
+Gemm gemm_ffn_1_key 1 1 ffn_1_xxk ffn_1_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_1 1 1 ffn_1_key ffn_1_key_relu
+UnaryOp square_ffn_1_key_relu 1 1 ffn_1_key_relu ffn_1_key_relu_square 0=4
+Gemm gemm_ffn_1_value 1 1 ffn_1_key_relu_square ffn_1_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_23 2 1 ffn_1_value ffn_1_x_last channel_mixing_1_out 0=0
+Split split_channel_mixing_1_out 1 2 channel_mixing_1_out att_2_x_last att_2_x
+LayerNorm layernorm_4 1 1 att_2_x att_2_xx 0=1024 1=0.00001 2=1
+Split split_att_2_xx 1 3 att_2_xx att_2_xx_0 att_2_xx_1 state_6_out
+BinaryOp sub_4 2 1 state_6_in att_2_xx_0 att_2_sx 0=1
+MemoryData data_att_2_maa 0 1 att_2_maa 0=1024 1=6 21=0
+BinaryOp mul_25 2 1 att_2_sx att_2_maa att_2_maa_x 0=2
+BinaryOp add_24 2 1 att_2_xx_1 att_2_maa_x att_2_maa_rwkvag 0=0
+Slice slice_att_2_maa_rwkvag 1 6 att_2_maa_rwkvag att_2_mr att_2_mw att_2_mk att_2_mv att_2_ma att_2_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_2_mv 1 2 att_2_mv att_2_mv_0 att_2_mv_1
+Gemm gemm_att_2_key 1 1 att_2_mk att_2_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_2_value 1 1 att_2_mv_0 att_2_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_2_receptance 1 1 att_2_mr att_2_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_2_ma_lora_0 1 1 att_2_ma att_2_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_2_ma_lora_1 1 1 att_2_ma_lora_0 att_2_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_2_a0 0 1 att_2_a0 0=1024 21=0
+BinaryOp add_25 2 1 att_2_ma_lora_1 att_2_a0 att_2_ma_lora_2 0=0
+Sigmoid sigmoid_7 1 1 att_2_ma_lora_2 att_2_a
+Split split_att_2_a 1 2 att_2_a att_2_a_0 att_2_a_1
+Gemm gemm_att_2_mg_lora 1 1 att_2_mg att_2_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_8 1 1 att_2_mg_lora att_2_mg_lora_sigmoid
+Gemm gemm_att_2_gate 1 1 att_2_mg_lora_sigmoid att_2_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_2_k_k 0 1 att_2_k_k 0=1024 21=0
+MemoryData data_att_2_k_a 0 1 att_2_k_a 0=1024 21=0
+MemoryData data_att_2_r_k 0 1 att_2_r_k 0=1024 21=0
+Split split_att_2_key 1 2 att_2_key att_2_key_0 att_2_key_1
+BinaryOp mul_26 2 1 att_2_key_0 att_2_k_k att_2_key_k 0=2
+Reshape reshape_24 1 1 att_2_key_k att_2_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_2 1 1 att_2_key_k_reshape att_2_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_25 1 1 att_2_key_k_norm att_2_key_k_norm_reshape 0=1024
+BinaryOp add_26 1 1 att_2_a_0 att_2_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_27 2 1 att_2_a_0_minus att_2_k_a att_2_a_minus1_mulka 0=2
+BinaryOp add_27 1 1 att_2_a_minus1_mulka att_2_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_28 2 1 att_2_a_minus1_mulka_plus1 att_2_key_1 att_2_key_a 0=2
+Split split_att_2_value 1 2 att_2_value att_2_value_0 att_2_value_1
+Split split_v_first_1 1 2 v_first_1 att_2_v_first v_first_2
+BinaryOp minus_1 2 1 att_2_v_first att_2_value_1 att_2_vfirst_minus_value 0=1
+Gemm gemm_att_2_mv_lora_0 1 1 att_2_mv_1 att_2_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_2_mv_lora_1 1 1 att_2_mv_lora_0 att_2_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_2_v0 0 1 att_2_v0 0=1024 21=0
+BinaryOp add_28 2 1 att_2_mv_lora_1 att_2_v0 att_2_mv_lora_2 0=0
+Sigmoid sigmoid_9 1 1 att_2_mv_lora_2 att_2_mv_lora_sigmoid
+BinaryOp mul_29 2 1 att_2_mv_lora_sigmoid att_2_vfirst_minus_value att_2_vfirst_minus_value_mul 0=2
+BinaryOp add_29 2 1 att_2_value_0 att_2_vfirst_minus_value_mul att_2_value_final 0=0
+Gemm gemm_att_2_mw_lora 1 1 att_2_mw att_2_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_2_mw_lora 1 1 att_2_mw_lora att_2_mw_lora_tanh
+Gemm gemm_att_2_mw_lora_tanh_linear 1 1 att_2_mw_lora_tanh att_2_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_2_td 0 1 att_2_td 0=1024 21=0
+BinaryOp add_30 2 1 att_2_mw_lora_tanh_linear att_2_td att_2_time_decay_pre 0=0
+Sigmoid sigmoid_10 1 1 att_2_time_decay_pre att_2_time_decay_sigmoid
+Exp exp_2 1 1 att_2_time_decay_sigmoid att_2_time_decay 1=-0.606531
+Reshape reshape_26 1 1 att_2_time_decay att_2_time_decay_reshape 0=64 1=1 2=16
+Split split_att_2_key_a 1 2 att_2_key_a att_2_key_a_0 att_2_key_a_1
+Reshape reshape_27 1 1 att_2_key_a_0 att_2_key_a_reshape 0=64 1=1 2=16
+Split split_att_2_value_final 1 3 att_2_value_final att_2_value_final_0 att_2_value_final_1 att_2_value_final_2
+Reshape reshape_28 1 1 att_2_value_final_0 att_2_value_final_0_reshape 0=64 1=16
+Reshape reshape_29 1 1 att_2_value_final_1 att_2_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_2_vk 2 1 att_2_value_final_1_reshape att_2_key_a_reshape att_2_vk 0=0
+Split split_att_2_key_k_norm_reshape 1 2 att_2_key_k_norm_reshape att_2_kk_0 att_2_kk_1
+BinaryOp mul_30 1 1 att_2_kk_0 att_2_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_30 1 1 att_2_kk_0_neg att_2_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_31 2 1 att_2_kk_1 att_2_a_1 att_2_kk_a 0=2
+Reshape reshape_31 1 1 att_2_kk_a att_2_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_2_ab 2 1 att_2_kk_0_neg_reshape att_2_kk_a_reshape att_2_ab 0=0
+Split split_state_7_in 1 2 state_7_in att_2_state_prev_0 att_2_state_prev_1
+BinaryOp mul_32 2 1 att_2_state_prev_0 att_2_time_decay_reshape att_2_state_td 0=2
+MatMul matmul_att_2_sab 2 1 att_2_state_prev_1 att_2_ab att_2_sab 0=0
+BinaryOp add_31 2 1 att_2_sab att_2_vk att_2_sab_vk 0=0
+BinaryOp add_32 2 1 att_2_sab_vk att_2_state_td att_2_state_new 0=0
+Split split_att_2_state_new 1 2 att_2_state_new att_2_state_new_0 state_7_out
+Split split_att_2_receptance 1 2 att_2_receptance att_2_receptance_0 att_2_receptance_1
+Reshape reshape_32 1 1 att_2_receptance_0 att_2_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_2_wkv_out 2 1 att_2_state_new_0 att_2_receptance_reshape att_2_wkv_out 0=0
+Reshape reshape_33 1 1 att_2_wkv_out att_2_wkv_out_flatten 0=1024
+GroupNorm groupnorm_2 1 1 att_2_wkv_out_flatten att_2_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_33 2 1 att_2_receptance_1 att_2_key_a_1 att_2_receptance_key_a 0=2
+BinaryOp mul_34 2 1 att_2_receptance_key_a att_2_r_k att_2_rk 0=2
+Reshape reshape_34 1 1 att_2_rk att_2_rk_reshape 0=64 1=16
+Reduction sum_2 1 1 att_2_rk_reshape att_2_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_35 2 1 att_2_value_final_0_reshape att_2_rk_sum att_2_value_final_0_rk 0=2
+Reshape reshape_35 1 1 att_2_value_final_0_rk att_2_value_final_0_rk_reshape 0=1024
+BinaryOp add_33 2 1 att_2_value_final_0_rk_reshape att_2_x_gn att_2_x_gn_rkv 0=0
+BinaryOp mul_36 2 1 att_2_x_gn_rkv att_2_gate att_2_x_gate 0=2
+Gemm gemm_att_2_x_out 1 1 att_2_x_gate att_2_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_34 2 1 att_2_x_out att_2_x_last time_mixing_2_out 0=0
+Split split_time_mixing_2_out 1 2 time_mixing_2_out ffn_2_x_last ffn_2_x
+LayerNorm layernorm_5 1 1 ffn_2_x ffn_2_xx 0=1024 1=0.00001 2=1
+Split split_ffn_2_xx 1 3 ffn_2_xx ffn_2_xx_0 ffn_2_xx_1 state_8_out
+BinaryOp sub_5 2 1 state_8_in ffn_2_xx_0 ffn_2_sx 0=1
+Split split_ffn_2_sx 1 1 ffn_2_sx ffn_2_sx_0
+MemoryData data_ffn_2_x_k 0 1 ffn_2_x_k 0=1024 21=0
+BinaryOp mul_37 2 1 ffn_2_sx_0 ffn_2_x_k ffn_2_xk 0=2
+BinaryOp add_35 2 1 ffn_2_xk ffn_2_xx_1 ffn_2_xxk 0=0
+Gemm gemm_ffn_2_key 1 1 ffn_2_xxk ffn_2_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_2 1 1 ffn_2_key ffn_2_key_relu
+UnaryOp square_ffn_2_key_relu 1 1 ffn_2_key_relu ffn_2_key_relu_square 0=4
+Gemm gemm_ffn_2_value 1 1 ffn_2_key_relu_square ffn_2_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_36 2 1 ffn_2_value ffn_2_x_last channel_mixing_2_out 0=0
+Split split_channel_mixing_2_out 1 2 channel_mixing_2_out att_3_x_last att_3_x
+LayerNorm layernorm_6 1 1 att_3_x att_3_xx 0=1024 1=0.00001 2=1
+Split split_att_3_xx 1 3 att_3_xx att_3_xx_0 att_3_xx_1 state_9_out
+BinaryOp sub_6 2 1 state_9_in att_3_xx_0 att_3_sx 0=1
+MemoryData data_att_3_maa 0 1 att_3_maa 0=1024 1=6 21=0
+BinaryOp mul_38 2 1 att_3_sx att_3_maa att_3_maa_x 0=2
+BinaryOp add_37 2 1 att_3_xx_1 att_3_maa_x att_3_maa_rwkvag 0=0
+Slice slice_att_3_maa_rwkvag 1 6 att_3_maa_rwkvag att_3_mr att_3_mw att_3_mk att_3_mv att_3_ma att_3_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_3_mv 1 2 att_3_mv att_3_mv_0 att_3_mv_1
+Gemm gemm_att_3_key 1 1 att_3_mk att_3_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_3_value 1 1 att_3_mv_0 att_3_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_3_receptance 1 1 att_3_mr att_3_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_3_ma_lora_0 1 1 att_3_ma att_3_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_3_ma_lora_1 1 1 att_3_ma_lora_0 att_3_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_3_a0 0 1 att_3_a0 0=1024 21=0
+BinaryOp add_38 2 1 att_3_ma_lora_1 att_3_a0 att_3_ma_lora_2 0=0
+Sigmoid sigmoid_11 1 1 att_3_ma_lora_2 att_3_a
+Split split_att_3_a 1 2 att_3_a att_3_a_0 att_3_a_1
+Gemm gemm_att_3_mg_lora 1 1 att_3_mg att_3_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_12 1 1 att_3_mg_lora att_3_mg_lora_sigmoid
+Gemm gemm_att_3_gate 1 1 att_3_mg_lora_sigmoid att_3_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_3_k_k 0 1 att_3_k_k 0=1024 21=0
+MemoryData data_att_3_k_a 0 1 att_3_k_a 0=1024 21=0
+MemoryData data_att_3_r_k 0 1 att_3_r_k 0=1024 21=0
+Split split_att_3_key 1 2 att_3_key att_3_key_0 att_3_key_1
+BinaryOp mul_39 2 1 att_3_key_0 att_3_k_k att_3_key_k 0=2
+Reshape reshape_36 1 1 att_3_key_k att_3_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_3 1 1 att_3_key_k_reshape att_3_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_37 1 1 att_3_key_k_norm att_3_key_k_norm_reshape 0=1024
+BinaryOp add_39 1 1 att_3_a_0 att_3_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_40 2 1 att_3_a_0_minus att_3_k_a att_3_a_minus1_mulka 0=2
+BinaryOp add_40 1 1 att_3_a_minus1_mulka att_3_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_41 2 1 att_3_a_minus1_mulka_plus1 att_3_key_1 att_3_key_a 0=2
+Split split_att_3_value 1 2 att_3_value att_3_value_0 att_3_value_1
+Split split_v_first_2 1 2 v_first_2 att_3_v_first v_first_3
+BinaryOp minus_2 2 1 att_3_v_first att_3_value_1 att_3_vfirst_minus_value 0=1
+Gemm gemm_att_3_mv_lora_0 1 1 att_3_mv_1 att_3_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_3_mv_lora_1 1 1 att_3_mv_lora_0 att_3_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_3_v0 0 1 att_3_v0 0=1024 21=0
+BinaryOp add_41 2 1 att_3_mv_lora_1 att_3_v0 att_3_mv_lora_2 0=0
+Sigmoid sigmoid_13 1 1 att_3_mv_lora_2 att_3_mv_lora_sigmoid
+BinaryOp mul_42 2 1 att_3_mv_lora_sigmoid att_3_vfirst_minus_value att_3_vfirst_minus_value_mul 0=2
+BinaryOp add_42 2 1 att_3_value_0 att_3_vfirst_minus_value_mul att_3_value_final 0=0
+Gemm gemm_att_3_mw_lora 1 1 att_3_mw att_3_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_3_mw_lora 1 1 att_3_mw_lora att_3_mw_lora_tanh
+Gemm gemm_att_3_mw_lora_tanh_linear 1 1 att_3_mw_lora_tanh att_3_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_3_td 0 1 att_3_td 0=1024 21=0
+BinaryOp add_43 2 1 att_3_mw_lora_tanh_linear att_3_td att_3_time_decay_pre 0=0
+Sigmoid sigmoid_14 1 1 att_3_time_decay_pre att_3_time_decay_sigmoid
+Exp exp_3 1 1 att_3_time_decay_sigmoid att_3_time_decay 1=-0.606531
+Reshape reshape_38 1 1 att_3_time_decay att_3_time_decay_reshape 0=64 1=1 2=16
+Split split_att_3_key_a 1 2 att_3_key_a att_3_key_a_0 att_3_key_a_1
+Reshape reshape_39 1 1 att_3_key_a_0 att_3_key_a_reshape 0=64 1=1 2=16
+Split split_att_3_value_final 1 3 att_3_value_final att_3_value_final_0 att_3_value_final_1 att_3_value_final_2
+Reshape reshape_40 1 1 att_3_value_final_0 att_3_value_final_0_reshape 0=64 1=16
+Reshape reshape_41 1 1 att_3_value_final_1 att_3_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_3_vk 2 1 att_3_value_final_1_reshape att_3_key_a_reshape att_3_vk 0=0
+Split split_att_3_key_k_norm_reshape 1 2 att_3_key_k_norm_reshape att_3_kk_0 att_3_kk_1
+BinaryOp mul_43 1 1 att_3_kk_0 att_3_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_42 1 1 att_3_kk_0_neg att_3_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_44 2 1 att_3_kk_1 att_3_a_1 att_3_kk_a 0=2
+Reshape reshape_43 1 1 att_3_kk_a att_3_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_3_ab 2 1 att_3_kk_0_neg_reshape att_3_kk_a_reshape att_3_ab 0=0
+Split split_state_10_in 1 2 state_10_in att_3_state_prev_0 att_3_state_prev_1
+BinaryOp mul_45 2 1 att_3_state_prev_0 att_3_time_decay_reshape att_3_state_td 0=2
+MatMul matmul_att_3_sab 2 1 att_3_state_prev_1 att_3_ab att_3_sab 0=0
+BinaryOp add_44 2 1 att_3_sab att_3_vk att_3_sab_vk 0=0
+BinaryOp add_45 2 1 att_3_sab_vk att_3_state_td att_3_state_new 0=0
+Split split_att_3_state_new 1 2 att_3_state_new att_3_state_new_0 state_10_out
+Split split_att_3_receptance 1 2 att_3_receptance att_3_receptance_0 att_3_receptance_1
+Reshape reshape_44 1 1 att_3_receptance_0 att_3_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_3_wkv_out 2 1 att_3_state_new_0 att_3_receptance_reshape att_3_wkv_out 0=0
+Reshape reshape_45 1 1 att_3_wkv_out att_3_wkv_out_flatten 0=1024
+GroupNorm groupnorm_3 1 1 att_3_wkv_out_flatten att_3_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_46 2 1 att_3_receptance_1 att_3_key_a_1 att_3_receptance_key_a 0=2
+BinaryOp mul_47 2 1 att_3_receptance_key_a att_3_r_k att_3_rk 0=2
+Reshape reshape_46 1 1 att_3_rk att_3_rk_reshape 0=64 1=16
+Reduction sum_3 1 1 att_3_rk_reshape att_3_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_48 2 1 att_3_value_final_0_reshape att_3_rk_sum att_3_value_final_0_rk 0=2
+Reshape reshape_47 1 1 att_3_value_final_0_rk att_3_value_final_0_rk_reshape 0=1024
+BinaryOp add_46 2 1 att_3_value_final_0_rk_reshape att_3_x_gn att_3_x_gn_rkv 0=0
+BinaryOp mul_49 2 1 att_3_x_gn_rkv att_3_gate att_3_x_gate 0=2
+Gemm gemm_att_3_x_out 1 1 att_3_x_gate att_3_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_47 2 1 att_3_x_out att_3_x_last time_mixing_3_out 0=0
+Split split_time_mixing_3_out 1 2 time_mixing_3_out ffn_3_x_last ffn_3_x
+LayerNorm layernorm_7 1 1 ffn_3_x ffn_3_xx 0=1024 1=0.00001 2=1
+Split split_ffn_3_xx 1 3 ffn_3_xx ffn_3_xx_0 ffn_3_xx_1 state_11_out
+BinaryOp sub_7 2 1 state_11_in ffn_3_xx_0 ffn_3_sx 0=1
+Split split_ffn_3_sx 1 1 ffn_3_sx ffn_3_sx_0
+MemoryData data_ffn_3_x_k 0 1 ffn_3_x_k 0=1024 21=0
+BinaryOp mul_50 2 1 ffn_3_sx_0 ffn_3_x_k ffn_3_xk 0=2
+BinaryOp add_48 2 1 ffn_3_xk ffn_3_xx_1 ffn_3_xxk 0=0
+Gemm gemm_ffn_3_key 1 1 ffn_3_xxk ffn_3_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_3 1 1 ffn_3_key ffn_3_key_relu
+UnaryOp square_ffn_3_key_relu 1 1 ffn_3_key_relu ffn_3_key_relu_square 0=4
+Gemm gemm_ffn_3_value 1 1 ffn_3_key_relu_square ffn_3_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_49 2 1 ffn_3_value ffn_3_x_last channel_mixing_3_out 0=0
+Split split_channel_mixing_3_out 1 2 channel_mixing_3_out att_4_x_last att_4_x
+LayerNorm layernorm_8 1 1 att_4_x att_4_xx 0=1024 1=0.00001 2=1
+Split split_att_4_xx 1 3 att_4_xx att_4_xx_0 att_4_xx_1 state_12_out
+BinaryOp sub_8 2 1 state_12_in att_4_xx_0 att_4_sx 0=1
+MemoryData data_att_4_maa 0 1 att_4_maa 0=1024 1=6 21=0
+BinaryOp mul_51 2 1 att_4_sx att_4_maa att_4_maa_x 0=2
+BinaryOp add_50 2 1 att_4_xx_1 att_4_maa_x att_4_maa_rwkvag 0=0
+Slice slice_att_4_maa_rwkvag 1 6 att_4_maa_rwkvag att_4_mr att_4_mw att_4_mk att_4_mv att_4_ma att_4_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_4_mv 1 2 att_4_mv att_4_mv_0 att_4_mv_1
+Gemm gemm_att_4_key 1 1 att_4_mk att_4_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_4_value 1 1 att_4_mv_0 att_4_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_4_receptance 1 1 att_4_mr att_4_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_4_ma_lora_0 1 1 att_4_ma att_4_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_4_ma_lora_1 1 1 att_4_ma_lora_0 att_4_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_4_a0 0 1 att_4_a0 0=1024 21=0
+BinaryOp add_51 2 1 att_4_ma_lora_1 att_4_a0 att_4_ma_lora_2 0=0
+Sigmoid sigmoid_15 1 1 att_4_ma_lora_2 att_4_a
+Split split_att_4_a 1 2 att_4_a att_4_a_0 att_4_a_1
+Gemm gemm_att_4_mg_lora 1 1 att_4_mg att_4_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_16 1 1 att_4_mg_lora att_4_mg_lora_sigmoid
+Gemm gemm_att_4_gate 1 1 att_4_mg_lora_sigmoid att_4_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_4_k_k 0 1 att_4_k_k 0=1024 21=0
+MemoryData data_att_4_k_a 0 1 att_4_k_a 0=1024 21=0
+MemoryData data_att_4_r_k 0 1 att_4_r_k 0=1024 21=0
+Split split_att_4_key 1 2 att_4_key att_4_key_0 att_4_key_1
+BinaryOp mul_52 2 1 att_4_key_0 att_4_k_k att_4_key_k 0=2
+Reshape reshape_48 1 1 att_4_key_k att_4_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_4 1 1 att_4_key_k_reshape att_4_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_49 1 1 att_4_key_k_norm att_4_key_k_norm_reshape 0=1024
+BinaryOp add_52 1 1 att_4_a_0 att_4_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_53 2 1 att_4_a_0_minus att_4_k_a att_4_a_minus1_mulka 0=2
+BinaryOp add_53 1 1 att_4_a_minus1_mulka att_4_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_54 2 1 att_4_a_minus1_mulka_plus1 att_4_key_1 att_4_key_a 0=2
+Split split_att_4_value 1 2 att_4_value att_4_value_0 att_4_value_1
+Split split_v_first_3 1 2 v_first_3 att_4_v_first v_first_4
+BinaryOp minus_3 2 1 att_4_v_first att_4_value_1 att_4_vfirst_minus_value 0=1
+Gemm gemm_att_4_mv_lora_0 1 1 att_4_mv_1 att_4_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_4_mv_lora_1 1 1 att_4_mv_lora_0 att_4_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_4_v0 0 1 att_4_v0 0=1024 21=0
+BinaryOp add_54 2 1 att_4_mv_lora_1 att_4_v0 att_4_mv_lora_2 0=0
+Sigmoid sigmoid_17 1 1 att_4_mv_lora_2 att_4_mv_lora_sigmoid
+BinaryOp mul_55 2 1 att_4_mv_lora_sigmoid att_4_vfirst_minus_value att_4_vfirst_minus_value_mul 0=2
+BinaryOp add_55 2 1 att_4_value_0 att_4_vfirst_minus_value_mul att_4_value_final 0=0
+Gemm gemm_att_4_mw_lora 1 1 att_4_mw att_4_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_4_mw_lora 1 1 att_4_mw_lora att_4_mw_lora_tanh
+Gemm gemm_att_4_mw_lora_tanh_linear 1 1 att_4_mw_lora_tanh att_4_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_4_td 0 1 att_4_td 0=1024 21=0
+BinaryOp add_56 2 1 att_4_mw_lora_tanh_linear att_4_td att_4_time_decay_pre 0=0
+Sigmoid sigmoid_18 1 1 att_4_time_decay_pre att_4_time_decay_sigmoid
+Exp exp_4 1 1 att_4_time_decay_sigmoid att_4_time_decay 1=-0.606531
+Reshape reshape_50 1 1 att_4_time_decay att_4_time_decay_reshape 0=64 1=1 2=16
+Split split_att_4_key_a 1 2 att_4_key_a att_4_key_a_0 att_4_key_a_1
+Reshape reshape_51 1 1 att_4_key_a_0 att_4_key_a_reshape 0=64 1=1 2=16
+Split split_att_4_value_final 1 3 att_4_value_final att_4_value_final_0 att_4_value_final_1 att_4_value_final_2
+Reshape reshape_52 1 1 att_4_value_final_0 att_4_value_final_0_reshape 0=64 1=16
+Reshape reshape_53 1 1 att_4_value_final_1 att_4_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_4_vk 2 1 att_4_value_final_1_reshape att_4_key_a_reshape att_4_vk 0=0
+Split split_att_4_key_k_norm_reshape 1 2 att_4_key_k_norm_reshape att_4_kk_0 att_4_kk_1
+BinaryOp mul_56 1 1 att_4_kk_0 att_4_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_54 1 1 att_4_kk_0_neg att_4_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_57 2 1 att_4_kk_1 att_4_a_1 att_4_kk_a 0=2
+Reshape reshape_55 1 1 att_4_kk_a att_4_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_4_ab 2 1 att_4_kk_0_neg_reshape att_4_kk_a_reshape att_4_ab 0=0
+Split split_state_13_in 1 2 state_13_in att_4_state_prev_0 att_4_state_prev_1
+BinaryOp mul_58 2 1 att_4_state_prev_0 att_4_time_decay_reshape att_4_state_td 0=2
+MatMul matmul_att_4_sab 2 1 att_4_state_prev_1 att_4_ab att_4_sab 0=0
+BinaryOp add_57 2 1 att_4_sab att_4_vk att_4_sab_vk 0=0
+BinaryOp add_58 2 1 att_4_sab_vk att_4_state_td att_4_state_new 0=0
+Split split_att_4_state_new 1 2 att_4_state_new att_4_state_new_0 state_13_out
+Split split_att_4_receptance 1 2 att_4_receptance att_4_receptance_0 att_4_receptance_1
+Reshape reshape_56 1 1 att_4_receptance_0 att_4_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_4_wkv_out 2 1 att_4_state_new_0 att_4_receptance_reshape att_4_wkv_out 0=0
+Reshape reshape_57 1 1 att_4_wkv_out att_4_wkv_out_flatten 0=1024
+GroupNorm groupnorm_4 1 1 att_4_wkv_out_flatten att_4_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_59 2 1 att_4_receptance_1 att_4_key_a_1 att_4_receptance_key_a 0=2
+BinaryOp mul_60 2 1 att_4_receptance_key_a att_4_r_k att_4_rk 0=2
+Reshape reshape_58 1 1 att_4_rk att_4_rk_reshape 0=64 1=16
+Reduction sum_4 1 1 att_4_rk_reshape att_4_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_61 2 1 att_4_value_final_0_reshape att_4_rk_sum att_4_value_final_0_rk 0=2
+Reshape reshape_59 1 1 att_4_value_final_0_rk att_4_value_final_0_rk_reshape 0=1024
+BinaryOp add_59 2 1 att_4_value_final_0_rk_reshape att_4_x_gn att_4_x_gn_rkv 0=0
+BinaryOp mul_62 2 1 att_4_x_gn_rkv att_4_gate att_4_x_gate 0=2
+Gemm gemm_att_4_x_out 1 1 att_4_x_gate att_4_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_60 2 1 att_4_x_out att_4_x_last time_mixing_4_out 0=0
+Split split_time_mixing_4_out 1 2 time_mixing_4_out ffn_4_x_last ffn_4_x
+LayerNorm layernorm_9 1 1 ffn_4_x ffn_4_xx 0=1024 1=0.00001 2=1
+Split split_ffn_4_xx 1 3 ffn_4_xx ffn_4_xx_0 ffn_4_xx_1 state_14_out
+BinaryOp sub_9 2 1 state_14_in ffn_4_xx_0 ffn_4_sx 0=1
+Split split_ffn_4_sx 1 1 ffn_4_sx ffn_4_sx_0
+MemoryData data_ffn_4_x_k 0 1 ffn_4_x_k 0=1024 21=0
+BinaryOp mul_63 2 1 ffn_4_sx_0 ffn_4_x_k ffn_4_xk 0=2
+BinaryOp add_61 2 1 ffn_4_xk ffn_4_xx_1 ffn_4_xxk 0=0
+Gemm gemm_ffn_4_key 1 1 ffn_4_xxk ffn_4_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_4 1 1 ffn_4_key ffn_4_key_relu
+UnaryOp square_ffn_4_key_relu 1 1 ffn_4_key_relu ffn_4_key_relu_square 0=4
+Gemm gemm_ffn_4_value 1 1 ffn_4_key_relu_square ffn_4_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_62 2 1 ffn_4_value ffn_4_x_last channel_mixing_4_out 0=0
+Split split_channel_mixing_4_out 1 2 channel_mixing_4_out att_5_x_last att_5_x
+LayerNorm layernorm_10 1 1 att_5_x att_5_xx 0=1024 1=0.00001 2=1
+Split split_att_5_xx 1 3 att_5_xx att_5_xx_0 att_5_xx_1 state_15_out
+BinaryOp sub_10 2 1 state_15_in att_5_xx_0 att_5_sx 0=1
+MemoryData data_att_5_maa 0 1 att_5_maa 0=1024 1=6 21=0
+BinaryOp mul_64 2 1 att_5_sx att_5_maa att_5_maa_x 0=2
+BinaryOp add_63 2 1 att_5_xx_1 att_5_maa_x att_5_maa_rwkvag 0=0
+Slice slice_att_5_maa_rwkvag 1 6 att_5_maa_rwkvag att_5_mr att_5_mw att_5_mk att_5_mv att_5_ma att_5_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_5_mv 1 2 att_5_mv att_5_mv_0 att_5_mv_1
+Gemm gemm_att_5_key 1 1 att_5_mk att_5_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_5_value 1 1 att_5_mv_0 att_5_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_5_receptance 1 1 att_5_mr att_5_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_5_ma_lora_0 1 1 att_5_ma att_5_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_5_ma_lora_1 1 1 att_5_ma_lora_0 att_5_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_5_a0 0 1 att_5_a0 0=1024 21=0
+BinaryOp add_64 2 1 att_5_ma_lora_1 att_5_a0 att_5_ma_lora_2 0=0
+Sigmoid sigmoid_19 1 1 att_5_ma_lora_2 att_5_a
+Split split_att_5_a 1 2 att_5_a att_5_a_0 att_5_a_1
+Gemm gemm_att_5_mg_lora 1 1 att_5_mg att_5_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_20 1 1 att_5_mg_lora att_5_mg_lora_sigmoid
+Gemm gemm_att_5_gate 1 1 att_5_mg_lora_sigmoid att_5_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_5_k_k 0 1 att_5_k_k 0=1024 21=0
+MemoryData data_att_5_k_a 0 1 att_5_k_a 0=1024 21=0
+MemoryData data_att_5_r_k 0 1 att_5_r_k 0=1024 21=0
+Split split_att_5_key 1 2 att_5_key att_5_key_0 att_5_key_1
+BinaryOp mul_65 2 1 att_5_key_0 att_5_k_k att_5_key_k 0=2
+Reshape reshape_60 1 1 att_5_key_k att_5_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_5 1 1 att_5_key_k_reshape att_5_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_61 1 1 att_5_key_k_norm att_5_key_k_norm_reshape 0=1024
+BinaryOp add_65 1 1 att_5_a_0 att_5_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_66 2 1 att_5_a_0_minus att_5_k_a att_5_a_minus1_mulka 0=2
+BinaryOp add_66 1 1 att_5_a_minus1_mulka att_5_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_67 2 1 att_5_a_minus1_mulka_plus1 att_5_key_1 att_5_key_a 0=2
+Split split_att_5_value 1 2 att_5_value att_5_value_0 att_5_value_1
+Split split_v_first_4 1 2 v_first_4 att_5_v_first v_first_5
+BinaryOp minus_4 2 1 att_5_v_first att_5_value_1 att_5_vfirst_minus_value 0=1
+Gemm gemm_att_5_mv_lora_0 1 1 att_5_mv_1 att_5_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_5_mv_lora_1 1 1 att_5_mv_lora_0 att_5_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_5_v0 0 1 att_5_v0 0=1024 21=0
+BinaryOp add_67 2 1 att_5_mv_lora_1 att_5_v0 att_5_mv_lora_2 0=0
+Sigmoid sigmoid_21 1 1 att_5_mv_lora_2 att_5_mv_lora_sigmoid
+BinaryOp mul_68 2 1 att_5_mv_lora_sigmoid att_5_vfirst_minus_value att_5_vfirst_minus_value_mul 0=2
+BinaryOp add_68 2 1 att_5_value_0 att_5_vfirst_minus_value_mul att_5_value_final 0=0
+Gemm gemm_att_5_mw_lora 1 1 att_5_mw att_5_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_5_mw_lora 1 1 att_5_mw_lora att_5_mw_lora_tanh
+Gemm gemm_att_5_mw_lora_tanh_linear 1 1 att_5_mw_lora_tanh att_5_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_5_td 0 1 att_5_td 0=1024 21=0
+BinaryOp add_69 2 1 att_5_mw_lora_tanh_linear att_5_td att_5_time_decay_pre 0=0
+Sigmoid sigmoid_22 1 1 att_5_time_decay_pre att_5_time_decay_sigmoid
+Exp exp_5 1 1 att_5_time_decay_sigmoid att_5_time_decay 1=-0.606531
+Reshape reshape_62 1 1 att_5_time_decay att_5_time_decay_reshape 0=64 1=1 2=16
+Split split_att_5_key_a 1 2 att_5_key_a att_5_key_a_0 att_5_key_a_1
+Reshape reshape_63 1 1 att_5_key_a_0 att_5_key_a_reshape 0=64 1=1 2=16
+Split split_att_5_value_final 1 3 att_5_value_final att_5_value_final_0 att_5_value_final_1 att_5_value_final_2
+Reshape reshape_64 1 1 att_5_value_final_0 att_5_value_final_0_reshape 0=64 1=16
+Reshape reshape_65 1 1 att_5_value_final_1 att_5_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_5_vk 2 1 att_5_value_final_1_reshape att_5_key_a_reshape att_5_vk 0=0
+Split split_att_5_key_k_norm_reshape 1 2 att_5_key_k_norm_reshape att_5_kk_0 att_5_kk_1
+BinaryOp mul_69 1 1 att_5_kk_0 att_5_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_66 1 1 att_5_kk_0_neg att_5_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_70 2 1 att_5_kk_1 att_5_a_1 att_5_kk_a 0=2
+Reshape reshape_67 1 1 att_5_kk_a att_5_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_5_ab 2 1 att_5_kk_0_neg_reshape att_5_kk_a_reshape att_5_ab 0=0
+Split split_state_16_in 1 2 state_16_in att_5_state_prev_0 att_5_state_prev_1
+BinaryOp mul_71 2 1 att_5_state_prev_0 att_5_time_decay_reshape att_5_state_td 0=2
+MatMul matmul_att_5_sab 2 1 att_5_state_prev_1 att_5_ab att_5_sab 0=0
+BinaryOp add_70 2 1 att_5_sab att_5_vk att_5_sab_vk 0=0
+BinaryOp add_71 2 1 att_5_sab_vk att_5_state_td att_5_state_new 0=0
+Split split_att_5_state_new 1 2 att_5_state_new att_5_state_new_0 state_16_out
+Split split_att_5_receptance 1 2 att_5_receptance att_5_receptance_0 att_5_receptance_1
+Reshape reshape_68 1 1 att_5_receptance_0 att_5_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_5_wkv_out 2 1 att_5_state_new_0 att_5_receptance_reshape att_5_wkv_out 0=0
+Reshape reshape_69 1 1 att_5_wkv_out att_5_wkv_out_flatten 0=1024
+GroupNorm groupnorm_5 1 1 att_5_wkv_out_flatten att_5_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_72 2 1 att_5_receptance_1 att_5_key_a_1 att_5_receptance_key_a 0=2
+BinaryOp mul_73 2 1 att_5_receptance_key_a att_5_r_k att_5_rk 0=2
+Reshape reshape_70 1 1 att_5_rk att_5_rk_reshape 0=64 1=16
+Reduction sum_5 1 1 att_5_rk_reshape att_5_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_74 2 1 att_5_value_final_0_reshape att_5_rk_sum att_5_value_final_0_rk 0=2
+Reshape reshape_71 1 1 att_5_value_final_0_rk att_5_value_final_0_rk_reshape 0=1024
+BinaryOp add_72 2 1 att_5_value_final_0_rk_reshape att_5_x_gn att_5_x_gn_rkv 0=0
+BinaryOp mul_75 2 1 att_5_x_gn_rkv att_5_gate att_5_x_gate 0=2
+Gemm gemm_att_5_x_out 1 1 att_5_x_gate att_5_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_73 2 1 att_5_x_out att_5_x_last time_mixing_5_out 0=0
+Split split_time_mixing_5_out 1 2 time_mixing_5_out ffn_5_x_last ffn_5_x
+LayerNorm layernorm_11 1 1 ffn_5_x ffn_5_xx 0=1024 1=0.00001 2=1
+Split split_ffn_5_xx 1 3 ffn_5_xx ffn_5_xx_0 ffn_5_xx_1 state_17_out
+BinaryOp sub_11 2 1 state_17_in ffn_5_xx_0 ffn_5_sx 0=1
+Split split_ffn_5_sx 1 1 ffn_5_sx ffn_5_sx_0
+MemoryData data_ffn_5_x_k 0 1 ffn_5_x_k 0=1024 21=0
+BinaryOp mul_76 2 1 ffn_5_sx_0 ffn_5_x_k ffn_5_xk 0=2
+BinaryOp add_74 2 1 ffn_5_xk ffn_5_xx_1 ffn_5_xxk 0=0
+Gemm gemm_ffn_5_key 1 1 ffn_5_xxk ffn_5_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_5 1 1 ffn_5_key ffn_5_key_relu
+UnaryOp square_ffn_5_key_relu 1 1 ffn_5_key_relu ffn_5_key_relu_square 0=4
+Gemm gemm_ffn_5_value 1 1 ffn_5_key_relu_square ffn_5_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_75 2 1 ffn_5_value ffn_5_x_last channel_mixing_5_out 0=0
+Split split_channel_mixing_5_out 1 2 channel_mixing_5_out att_6_x_last att_6_x
+LayerNorm layernorm_12 1 1 att_6_x att_6_xx 0=1024 1=0.00001 2=1
+Split split_att_6_xx 1 3 att_6_xx att_6_xx_0 att_6_xx_1 state_18_out
+BinaryOp sub_12 2 1 state_18_in att_6_xx_0 att_6_sx 0=1
+MemoryData data_att_6_maa 0 1 att_6_maa 0=1024 1=6 21=0
+BinaryOp mul_77 2 1 att_6_sx att_6_maa att_6_maa_x 0=2
+BinaryOp add_76 2 1 att_6_xx_1 att_6_maa_x att_6_maa_rwkvag 0=0
+Slice slice_att_6_maa_rwkvag 1 6 att_6_maa_rwkvag att_6_mr att_6_mw att_6_mk att_6_mv att_6_ma att_6_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_6_mv 1 2 att_6_mv att_6_mv_0 att_6_mv_1
+Gemm gemm_att_6_key 1 1 att_6_mk att_6_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_6_value 1 1 att_6_mv_0 att_6_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_6_receptance 1 1 att_6_mr att_6_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_6_ma_lora_0 1 1 att_6_ma att_6_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_6_ma_lora_1 1 1 att_6_ma_lora_0 att_6_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_6_a0 0 1 att_6_a0 0=1024 21=0
+BinaryOp add_77 2 1 att_6_ma_lora_1 att_6_a0 att_6_ma_lora_2 0=0
+Sigmoid sigmoid_23 1 1 att_6_ma_lora_2 att_6_a
+Split split_att_6_a 1 2 att_6_a att_6_a_0 att_6_a_1
+Gemm gemm_att_6_mg_lora 1 1 att_6_mg att_6_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_24 1 1 att_6_mg_lora att_6_mg_lora_sigmoid
+Gemm gemm_att_6_gate 1 1 att_6_mg_lora_sigmoid att_6_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_6_k_k 0 1 att_6_k_k 0=1024 21=0
+MemoryData data_att_6_k_a 0 1 att_6_k_a 0=1024 21=0
+MemoryData data_att_6_r_k 0 1 att_6_r_k 0=1024 21=0
+Split split_att_6_key 1 2 att_6_key att_6_key_0 att_6_key_1
+BinaryOp mul_78 2 1 att_6_key_0 att_6_k_k att_6_key_k 0=2
+Reshape reshape_72 1 1 att_6_key_k att_6_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_6 1 1 att_6_key_k_reshape att_6_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_73 1 1 att_6_key_k_norm att_6_key_k_norm_reshape 0=1024
+BinaryOp add_78 1 1 att_6_a_0 att_6_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_79 2 1 att_6_a_0_minus att_6_k_a att_6_a_minus1_mulka 0=2
+BinaryOp add_79 1 1 att_6_a_minus1_mulka att_6_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_80 2 1 att_6_a_minus1_mulka_plus1 att_6_key_1 att_6_key_a 0=2
+Split split_att_6_value 1 2 att_6_value att_6_value_0 att_6_value_1
+Split split_v_first_5 1 2 v_first_5 att_6_v_first v_first_6
+BinaryOp minus_5 2 1 att_6_v_first att_6_value_1 att_6_vfirst_minus_value 0=1
+Gemm gemm_att_6_mv_lora_0 1 1 att_6_mv_1 att_6_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_6_mv_lora_1 1 1 att_6_mv_lora_0 att_6_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_6_v0 0 1 att_6_v0 0=1024 21=0
+BinaryOp add_80 2 1 att_6_mv_lora_1 att_6_v0 att_6_mv_lora_2 0=0
+Sigmoid sigmoid_25 1 1 att_6_mv_lora_2 att_6_mv_lora_sigmoid
+BinaryOp mul_81 2 1 att_6_mv_lora_sigmoid att_6_vfirst_minus_value att_6_vfirst_minus_value_mul 0=2
+BinaryOp add_81 2 1 att_6_value_0 att_6_vfirst_minus_value_mul att_6_value_final 0=0
+Gemm gemm_att_6_mw_lora 1 1 att_6_mw att_6_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_6_mw_lora 1 1 att_6_mw_lora att_6_mw_lora_tanh
+Gemm gemm_att_6_mw_lora_tanh_linear 1 1 att_6_mw_lora_tanh att_6_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_6_td 0 1 att_6_td 0=1024 21=0
+BinaryOp add_82 2 1 att_6_mw_lora_tanh_linear att_6_td att_6_time_decay_pre 0=0
+Sigmoid sigmoid_26 1 1 att_6_time_decay_pre att_6_time_decay_sigmoid
+Exp exp_6 1 1 att_6_time_decay_sigmoid att_6_time_decay 1=-0.606531
+Reshape reshape_74 1 1 att_6_time_decay att_6_time_decay_reshape 0=64 1=1 2=16
+Split split_att_6_key_a 1 2 att_6_key_a att_6_key_a_0 att_6_key_a_1
+Reshape reshape_75 1 1 att_6_key_a_0 att_6_key_a_reshape 0=64 1=1 2=16
+Split split_att_6_value_final 1 3 att_6_value_final att_6_value_final_0 att_6_value_final_1 att_6_value_final_2
+Reshape reshape_76 1 1 att_6_value_final_0 att_6_value_final_0_reshape 0=64 1=16
+Reshape reshape_77 1 1 att_6_value_final_1 att_6_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_6_vk 2 1 att_6_value_final_1_reshape att_6_key_a_reshape att_6_vk 0=0
+Split split_att_6_key_k_norm_reshape 1 2 att_6_key_k_norm_reshape att_6_kk_0 att_6_kk_1
+BinaryOp mul_82 1 1 att_6_kk_0 att_6_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_78 1 1 att_6_kk_0_neg att_6_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_83 2 1 att_6_kk_1 att_6_a_1 att_6_kk_a 0=2
+Reshape reshape_79 1 1 att_6_kk_a att_6_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_6_ab 2 1 att_6_kk_0_neg_reshape att_6_kk_a_reshape att_6_ab 0=0
+Split split_state_19_in 1 2 state_19_in att_6_state_prev_0 att_6_state_prev_1
+BinaryOp mul_84 2 1 att_6_state_prev_0 att_6_time_decay_reshape att_6_state_td 0=2
+MatMul matmul_att_6_sab 2 1 att_6_state_prev_1 att_6_ab att_6_sab 0=0
+BinaryOp add_83 2 1 att_6_sab att_6_vk att_6_sab_vk 0=0
+BinaryOp add_84 2 1 att_6_sab_vk att_6_state_td att_6_state_new 0=0
+Split split_att_6_state_new 1 2 att_6_state_new att_6_state_new_0 state_19_out
+Split split_att_6_receptance 1 2 att_6_receptance att_6_receptance_0 att_6_receptance_1
+Reshape reshape_80 1 1 att_6_receptance_0 att_6_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_6_wkv_out 2 1 att_6_state_new_0 att_6_receptance_reshape att_6_wkv_out 0=0
+Reshape reshape_81 1 1 att_6_wkv_out att_6_wkv_out_flatten 0=1024
+GroupNorm groupnorm_6 1 1 att_6_wkv_out_flatten att_6_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_85 2 1 att_6_receptance_1 att_6_key_a_1 att_6_receptance_key_a 0=2
+BinaryOp mul_86 2 1 att_6_receptance_key_a att_6_r_k att_6_rk 0=2
+Reshape reshape_82 1 1 att_6_rk att_6_rk_reshape 0=64 1=16
+Reduction sum_6 1 1 att_6_rk_reshape att_6_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_87 2 1 att_6_value_final_0_reshape att_6_rk_sum att_6_value_final_0_rk 0=2
+Reshape reshape_83 1 1 att_6_value_final_0_rk att_6_value_final_0_rk_reshape 0=1024
+BinaryOp add_85 2 1 att_6_value_final_0_rk_reshape att_6_x_gn att_6_x_gn_rkv 0=0
+BinaryOp mul_88 2 1 att_6_x_gn_rkv att_6_gate att_6_x_gate 0=2
+Gemm gemm_att_6_x_out 1 1 att_6_x_gate att_6_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_86 2 1 att_6_x_out att_6_x_last time_mixing_6_out 0=0
+Split split_time_mixing_6_out 1 2 time_mixing_6_out ffn_6_x_last ffn_6_x
+LayerNorm layernorm_13 1 1 ffn_6_x ffn_6_xx 0=1024 1=0.00001 2=1
+Split split_ffn_6_xx 1 3 ffn_6_xx ffn_6_xx_0 ffn_6_xx_1 state_20_out
+BinaryOp sub_13 2 1 state_20_in ffn_6_xx_0 ffn_6_sx 0=1
+Split split_ffn_6_sx 1 1 ffn_6_sx ffn_6_sx_0
+MemoryData data_ffn_6_x_k 0 1 ffn_6_x_k 0=1024 21=0
+BinaryOp mul_89 2 1 ffn_6_sx_0 ffn_6_x_k ffn_6_xk 0=2
+BinaryOp add_87 2 1 ffn_6_xk ffn_6_xx_1 ffn_6_xxk 0=0
+Gemm gemm_ffn_6_key 1 1 ffn_6_xxk ffn_6_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_6 1 1 ffn_6_key ffn_6_key_relu
+UnaryOp square_ffn_6_key_relu 1 1 ffn_6_key_relu ffn_6_key_relu_square 0=4
+Gemm gemm_ffn_6_value 1 1 ffn_6_key_relu_square ffn_6_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_88 2 1 ffn_6_value ffn_6_x_last channel_mixing_6_out 0=0
+Split split_channel_mixing_6_out 1 2 channel_mixing_6_out att_7_x_last att_7_x
+LayerNorm layernorm_14 1 1 att_7_x att_7_xx 0=1024 1=0.00001 2=1
+Split split_att_7_xx 1 3 att_7_xx att_7_xx_0 att_7_xx_1 state_21_out
+BinaryOp sub_14 2 1 state_21_in att_7_xx_0 att_7_sx 0=1
+MemoryData data_att_7_maa 0 1 att_7_maa 0=1024 1=6 21=0
+BinaryOp mul_90 2 1 att_7_sx att_7_maa att_7_maa_x 0=2
+BinaryOp add_89 2 1 att_7_xx_1 att_7_maa_x att_7_maa_rwkvag 0=0
+Slice slice_att_7_maa_rwkvag 1 6 att_7_maa_rwkvag att_7_mr att_7_mw att_7_mk att_7_mv att_7_ma att_7_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_7_mv 1 2 att_7_mv att_7_mv_0 att_7_mv_1
+Gemm gemm_att_7_key 1 1 att_7_mk att_7_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_7_value 1 1 att_7_mv_0 att_7_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_7_receptance 1 1 att_7_mr att_7_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_7_ma_lora_0 1 1 att_7_ma att_7_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_7_ma_lora_1 1 1 att_7_ma_lora_0 att_7_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_7_a0 0 1 att_7_a0 0=1024 21=0
+BinaryOp add_90 2 1 att_7_ma_lora_1 att_7_a0 att_7_ma_lora_2 0=0
+Sigmoid sigmoid_27 1 1 att_7_ma_lora_2 att_7_a
+Split split_att_7_a 1 2 att_7_a att_7_a_0 att_7_a_1
+Gemm gemm_att_7_mg_lora 1 1 att_7_mg att_7_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_28 1 1 att_7_mg_lora att_7_mg_lora_sigmoid
+Gemm gemm_att_7_gate 1 1 att_7_mg_lora_sigmoid att_7_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_7_k_k 0 1 att_7_k_k 0=1024 21=0
+MemoryData data_att_7_k_a 0 1 att_7_k_a 0=1024 21=0
+MemoryData data_att_7_r_k 0 1 att_7_r_k 0=1024 21=0
+Split split_att_7_key 1 2 att_7_key att_7_key_0 att_7_key_1
+BinaryOp mul_91 2 1 att_7_key_0 att_7_k_k att_7_key_k 0=2
+Reshape reshape_84 1 1 att_7_key_k att_7_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_7 1 1 att_7_key_k_reshape att_7_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_85 1 1 att_7_key_k_norm att_7_key_k_norm_reshape 0=1024
+BinaryOp add_91 1 1 att_7_a_0 att_7_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_92 2 1 att_7_a_0_minus att_7_k_a att_7_a_minus1_mulka 0=2
+BinaryOp add_92 1 1 att_7_a_minus1_mulka att_7_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_93 2 1 att_7_a_minus1_mulka_plus1 att_7_key_1 att_7_key_a 0=2
+Split split_att_7_value 1 2 att_7_value att_7_value_0 att_7_value_1
+Split split_v_first_6 1 2 v_first_6 att_7_v_first v_first_7
+BinaryOp minus_6 2 1 att_7_v_first att_7_value_1 att_7_vfirst_minus_value 0=1
+Gemm gemm_att_7_mv_lora_0 1 1 att_7_mv_1 att_7_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_7_mv_lora_1 1 1 att_7_mv_lora_0 att_7_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_7_v0 0 1 att_7_v0 0=1024 21=0
+BinaryOp add_93 2 1 att_7_mv_lora_1 att_7_v0 att_7_mv_lora_2 0=0
+Sigmoid sigmoid_29 1 1 att_7_mv_lora_2 att_7_mv_lora_sigmoid
+BinaryOp mul_94 2 1 att_7_mv_lora_sigmoid att_7_vfirst_minus_value att_7_vfirst_minus_value_mul 0=2
+BinaryOp add_94 2 1 att_7_value_0 att_7_vfirst_minus_value_mul att_7_value_final 0=0
+Gemm gemm_att_7_mw_lora 1 1 att_7_mw att_7_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_7_mw_lora 1 1 att_7_mw_lora att_7_mw_lora_tanh
+Gemm gemm_att_7_mw_lora_tanh_linear 1 1 att_7_mw_lora_tanh att_7_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_7_td 0 1 att_7_td 0=1024 21=0
+BinaryOp add_95 2 1 att_7_mw_lora_tanh_linear att_7_td att_7_time_decay_pre 0=0
+Sigmoid sigmoid_30 1 1 att_7_time_decay_pre att_7_time_decay_sigmoid
+Exp exp_7 1 1 att_7_time_decay_sigmoid att_7_time_decay 1=-0.606531
+Reshape reshape_86 1 1 att_7_time_decay att_7_time_decay_reshape 0=64 1=1 2=16
+Split split_att_7_key_a 1 2 att_7_key_a att_7_key_a_0 att_7_key_a_1
+Reshape reshape_87 1 1 att_7_key_a_0 att_7_key_a_reshape 0=64 1=1 2=16
+Split split_att_7_value_final 1 3 att_7_value_final att_7_value_final_0 att_7_value_final_1 att_7_value_final_2
+Reshape reshape_88 1 1 att_7_value_final_0 att_7_value_final_0_reshape 0=64 1=16
+Reshape reshape_89 1 1 att_7_value_final_1 att_7_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_7_vk 2 1 att_7_value_final_1_reshape att_7_key_a_reshape att_7_vk 0=0
+Split split_att_7_key_k_norm_reshape 1 2 att_7_key_k_norm_reshape att_7_kk_0 att_7_kk_1
+BinaryOp mul_95 1 1 att_7_kk_0 att_7_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_90 1 1 att_7_kk_0_neg att_7_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_96 2 1 att_7_kk_1 att_7_a_1 att_7_kk_a 0=2
+Reshape reshape_91 1 1 att_7_kk_a att_7_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_7_ab 2 1 att_7_kk_0_neg_reshape att_7_kk_a_reshape att_7_ab 0=0
+Split split_state_22_in 1 2 state_22_in att_7_state_prev_0 att_7_state_prev_1
+BinaryOp mul_97 2 1 att_7_state_prev_0 att_7_time_decay_reshape att_7_state_td 0=2
+MatMul matmul_att_7_sab 2 1 att_7_state_prev_1 att_7_ab att_7_sab 0=0
+BinaryOp add_96 2 1 att_7_sab att_7_vk att_7_sab_vk 0=0
+BinaryOp add_97 2 1 att_7_sab_vk att_7_state_td att_7_state_new 0=0
+Split split_att_7_state_new 1 2 att_7_state_new att_7_state_new_0 state_22_out
+Split split_att_7_receptance 1 2 att_7_receptance att_7_receptance_0 att_7_receptance_1
+Reshape reshape_92 1 1 att_7_receptance_0 att_7_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_7_wkv_out 2 1 att_7_state_new_0 att_7_receptance_reshape att_7_wkv_out 0=0
+Reshape reshape_93 1 1 att_7_wkv_out att_7_wkv_out_flatten 0=1024
+GroupNorm groupnorm_7 1 1 att_7_wkv_out_flatten att_7_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_98 2 1 att_7_receptance_1 att_7_key_a_1 att_7_receptance_key_a 0=2
+BinaryOp mul_99 2 1 att_7_receptance_key_a att_7_r_k att_7_rk 0=2
+Reshape reshape_94 1 1 att_7_rk att_7_rk_reshape 0=64 1=16
+Reduction sum_7 1 1 att_7_rk_reshape att_7_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_100 2 1 att_7_value_final_0_reshape att_7_rk_sum att_7_value_final_0_rk 0=2
+Reshape reshape_95 1 1 att_7_value_final_0_rk att_7_value_final_0_rk_reshape 0=1024
+BinaryOp add_98 2 1 att_7_value_final_0_rk_reshape att_7_x_gn att_7_x_gn_rkv 0=0
+BinaryOp mul_101 2 1 att_7_x_gn_rkv att_7_gate att_7_x_gate 0=2
+Gemm gemm_att_7_x_out 1 1 att_7_x_gate att_7_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_99 2 1 att_7_x_out att_7_x_last time_mixing_7_out 0=0
+Split split_time_mixing_7_out 1 2 time_mixing_7_out ffn_7_x_last ffn_7_x
+LayerNorm layernorm_15 1 1 ffn_7_x ffn_7_xx 0=1024 1=0.00001 2=1
+Split split_ffn_7_xx 1 3 ffn_7_xx ffn_7_xx_0 ffn_7_xx_1 state_23_out
+BinaryOp sub_15 2 1 state_23_in ffn_7_xx_0 ffn_7_sx 0=1
+Split split_ffn_7_sx 1 1 ffn_7_sx ffn_7_sx_0
+MemoryData data_ffn_7_x_k 0 1 ffn_7_x_k 0=1024 21=0
+BinaryOp mul_102 2 1 ffn_7_sx_0 ffn_7_x_k ffn_7_xk 0=2
+BinaryOp add_100 2 1 ffn_7_xk ffn_7_xx_1 ffn_7_xxk 0=0
+Gemm gemm_ffn_7_key 1 1 ffn_7_xxk ffn_7_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_7 1 1 ffn_7_key ffn_7_key_relu
+UnaryOp square_ffn_7_key_relu 1 1 ffn_7_key_relu ffn_7_key_relu_square 0=4
+Gemm gemm_ffn_7_value 1 1 ffn_7_key_relu_square ffn_7_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_101 2 1 ffn_7_value ffn_7_x_last channel_mixing_7_out 0=0
+Split split_channel_mixing_7_out 1 2 channel_mixing_7_out att_8_x_last att_8_x
+LayerNorm layernorm_16 1 1 att_8_x att_8_xx 0=1024 1=0.00001 2=1
+Split split_att_8_xx 1 3 att_8_xx att_8_xx_0 att_8_xx_1 state_24_out
+BinaryOp sub_16 2 1 state_24_in att_8_xx_0 att_8_sx 0=1
+MemoryData data_att_8_maa 0 1 att_8_maa 0=1024 1=6 21=0
+BinaryOp mul_103 2 1 att_8_sx att_8_maa att_8_maa_x 0=2
+BinaryOp add_102 2 1 att_8_xx_1 att_8_maa_x att_8_maa_rwkvag 0=0
+Slice slice_att_8_maa_rwkvag 1 6 att_8_maa_rwkvag att_8_mr att_8_mw att_8_mk att_8_mv att_8_ma att_8_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_8_mv 1 2 att_8_mv att_8_mv_0 att_8_mv_1
+Gemm gemm_att_8_key 1 1 att_8_mk att_8_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_8_value 1 1 att_8_mv_0 att_8_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_8_receptance 1 1 att_8_mr att_8_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_8_ma_lora_0 1 1 att_8_ma att_8_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_8_ma_lora_1 1 1 att_8_ma_lora_0 att_8_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_8_a0 0 1 att_8_a0 0=1024 21=0
+BinaryOp add_103 2 1 att_8_ma_lora_1 att_8_a0 att_8_ma_lora_2 0=0
+Sigmoid sigmoid_31 1 1 att_8_ma_lora_2 att_8_a
+Split split_att_8_a 1 2 att_8_a att_8_a_0 att_8_a_1
+Gemm gemm_att_8_mg_lora 1 1 att_8_mg att_8_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_32 1 1 att_8_mg_lora att_8_mg_lora_sigmoid
+Gemm gemm_att_8_gate 1 1 att_8_mg_lora_sigmoid att_8_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_8_k_k 0 1 att_8_k_k 0=1024 21=0
+MemoryData data_att_8_k_a 0 1 att_8_k_a 0=1024 21=0
+MemoryData data_att_8_r_k 0 1 att_8_r_k 0=1024 21=0
+Split split_att_8_key 1 2 att_8_key att_8_key_0 att_8_key_1
+BinaryOp mul_104 2 1 att_8_key_0 att_8_k_k att_8_key_k 0=2
+Reshape reshape_96 1 1 att_8_key_k att_8_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_8 1 1 att_8_key_k_reshape att_8_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_97 1 1 att_8_key_k_norm att_8_key_k_norm_reshape 0=1024
+BinaryOp add_104 1 1 att_8_a_0 att_8_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_105 2 1 att_8_a_0_minus att_8_k_a att_8_a_minus1_mulka 0=2
+BinaryOp add_105 1 1 att_8_a_minus1_mulka att_8_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_106 2 1 att_8_a_minus1_mulka_plus1 att_8_key_1 att_8_key_a 0=2
+Split split_att_8_value 1 2 att_8_value att_8_value_0 att_8_value_1
+Split split_v_first_7 1 2 v_first_7 att_8_v_first v_first_8
+BinaryOp minus_7 2 1 att_8_v_first att_8_value_1 att_8_vfirst_minus_value 0=1
+Gemm gemm_att_8_mv_lora_0 1 1 att_8_mv_1 att_8_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_8_mv_lora_1 1 1 att_8_mv_lora_0 att_8_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_8_v0 0 1 att_8_v0 0=1024 21=0
+BinaryOp add_106 2 1 att_8_mv_lora_1 att_8_v0 att_8_mv_lora_2 0=0
+Sigmoid sigmoid_33 1 1 att_8_mv_lora_2 att_8_mv_lora_sigmoid
+BinaryOp mul_107 2 1 att_8_mv_lora_sigmoid att_8_vfirst_minus_value att_8_vfirst_minus_value_mul 0=2
+BinaryOp add_107 2 1 att_8_value_0 att_8_vfirst_minus_value_mul att_8_value_final 0=0
+Gemm gemm_att_8_mw_lora 1 1 att_8_mw att_8_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_8_mw_lora 1 1 att_8_mw_lora att_8_mw_lora_tanh
+Gemm gemm_att_8_mw_lora_tanh_linear 1 1 att_8_mw_lora_tanh att_8_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_8_td 0 1 att_8_td 0=1024 21=0
+BinaryOp add_108 2 1 att_8_mw_lora_tanh_linear att_8_td att_8_time_decay_pre 0=0
+Sigmoid sigmoid_34 1 1 att_8_time_decay_pre att_8_time_decay_sigmoid
+Exp exp_8 1 1 att_8_time_decay_sigmoid att_8_time_decay 1=-0.606531
+Reshape reshape_98 1 1 att_8_time_decay att_8_time_decay_reshape 0=64 1=1 2=16
+Split split_att_8_key_a 1 2 att_8_key_a att_8_key_a_0 att_8_key_a_1
+Reshape reshape_99 1 1 att_8_key_a_0 att_8_key_a_reshape 0=64 1=1 2=16
+Split split_att_8_value_final 1 3 att_8_value_final att_8_value_final_0 att_8_value_final_1 att_8_value_final_2
+Reshape reshape_100 1 1 att_8_value_final_0 att_8_value_final_0_reshape 0=64 1=16
+Reshape reshape_101 1 1 att_8_value_final_1 att_8_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_8_vk 2 1 att_8_value_final_1_reshape att_8_key_a_reshape att_8_vk 0=0
+Split split_att_8_key_k_norm_reshape 1 2 att_8_key_k_norm_reshape att_8_kk_0 att_8_kk_1
+BinaryOp mul_108 1 1 att_8_kk_0 att_8_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_102 1 1 att_8_kk_0_neg att_8_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_109 2 1 att_8_kk_1 att_8_a_1 att_8_kk_a 0=2
+Reshape reshape_103 1 1 att_8_kk_a att_8_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_8_ab 2 1 att_8_kk_0_neg_reshape att_8_kk_a_reshape att_8_ab 0=0
+Split split_state_25_in 1 2 state_25_in att_8_state_prev_0 att_8_state_prev_1
+BinaryOp mul_110 2 1 att_8_state_prev_0 att_8_time_decay_reshape att_8_state_td 0=2
+MatMul matmul_att_8_sab 2 1 att_8_state_prev_1 att_8_ab att_8_sab 0=0
+BinaryOp add_109 2 1 att_8_sab att_8_vk att_8_sab_vk 0=0
+BinaryOp add_110 2 1 att_8_sab_vk att_8_state_td att_8_state_new 0=0
+Split split_att_8_state_new 1 2 att_8_state_new att_8_state_new_0 state_25_out
+Split split_att_8_receptance 1 2 att_8_receptance att_8_receptance_0 att_8_receptance_1
+Reshape reshape_104 1 1 att_8_receptance_0 att_8_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_8_wkv_out 2 1 att_8_state_new_0 att_8_receptance_reshape att_8_wkv_out 0=0
+Reshape reshape_105 1 1 att_8_wkv_out att_8_wkv_out_flatten 0=1024
+GroupNorm groupnorm_8 1 1 att_8_wkv_out_flatten att_8_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_111 2 1 att_8_receptance_1 att_8_key_a_1 att_8_receptance_key_a 0=2
+BinaryOp mul_112 2 1 att_8_receptance_key_a att_8_r_k att_8_rk 0=2
+Reshape reshape_106 1 1 att_8_rk att_8_rk_reshape 0=64 1=16
+Reduction sum_8 1 1 att_8_rk_reshape att_8_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_113 2 1 att_8_value_final_0_reshape att_8_rk_sum att_8_value_final_0_rk 0=2
+Reshape reshape_107 1 1 att_8_value_final_0_rk att_8_value_final_0_rk_reshape 0=1024
+BinaryOp add_111 2 1 att_8_value_final_0_rk_reshape att_8_x_gn att_8_x_gn_rkv 0=0
+BinaryOp mul_114 2 1 att_8_x_gn_rkv att_8_gate att_8_x_gate 0=2
+Gemm gemm_att_8_x_out 1 1 att_8_x_gate att_8_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_112 2 1 att_8_x_out att_8_x_last time_mixing_8_out 0=0
+Split split_time_mixing_8_out 1 2 time_mixing_8_out ffn_8_x_last ffn_8_x
+LayerNorm layernorm_17 1 1 ffn_8_x ffn_8_xx 0=1024 1=0.00001 2=1
+Split split_ffn_8_xx 1 3 ffn_8_xx ffn_8_xx_0 ffn_8_xx_1 state_26_out
+BinaryOp sub_17 2 1 state_26_in ffn_8_xx_0 ffn_8_sx 0=1
+Split split_ffn_8_sx 1 1 ffn_8_sx ffn_8_sx_0
+MemoryData data_ffn_8_x_k 0 1 ffn_8_x_k 0=1024 21=0
+BinaryOp mul_115 2 1 ffn_8_sx_0 ffn_8_x_k ffn_8_xk 0=2
+BinaryOp add_113 2 1 ffn_8_xk ffn_8_xx_1 ffn_8_xxk 0=0
+Gemm gemm_ffn_8_key 1 1 ffn_8_xxk ffn_8_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_8 1 1 ffn_8_key ffn_8_key_relu
+UnaryOp square_ffn_8_key_relu 1 1 ffn_8_key_relu ffn_8_key_relu_square 0=4
+Gemm gemm_ffn_8_value 1 1 ffn_8_key_relu_square ffn_8_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_114 2 1 ffn_8_value ffn_8_x_last channel_mixing_8_out 0=0
+Split split_channel_mixing_8_out 1 2 channel_mixing_8_out att_9_x_last att_9_x
+LayerNorm layernorm_18 1 1 att_9_x att_9_xx 0=1024 1=0.00001 2=1
+Split split_att_9_xx 1 3 att_9_xx att_9_xx_0 att_9_xx_1 state_27_out
+BinaryOp sub_18 2 1 state_27_in att_9_xx_0 att_9_sx 0=1
+MemoryData data_att_9_maa 0 1 att_9_maa 0=1024 1=6 21=0
+BinaryOp mul_116 2 1 att_9_sx att_9_maa att_9_maa_x 0=2
+BinaryOp add_115 2 1 att_9_xx_1 att_9_maa_x att_9_maa_rwkvag 0=0
+Slice slice_att_9_maa_rwkvag 1 6 att_9_maa_rwkvag att_9_mr att_9_mw att_9_mk att_9_mv att_9_ma att_9_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_9_mv 1 2 att_9_mv att_9_mv_0 att_9_mv_1
+Gemm gemm_att_9_key 1 1 att_9_mk att_9_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_9_value 1 1 att_9_mv_0 att_9_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_9_receptance 1 1 att_9_mr att_9_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_9_ma_lora_0 1 1 att_9_ma att_9_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_9_ma_lora_1 1 1 att_9_ma_lora_0 att_9_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_9_a0 0 1 att_9_a0 0=1024 21=0
+BinaryOp add_116 2 1 att_9_ma_lora_1 att_9_a0 att_9_ma_lora_2 0=0
+Sigmoid sigmoid_35 1 1 att_9_ma_lora_2 att_9_a
+Split split_att_9_a 1 2 att_9_a att_9_a_0 att_9_a_1
+Gemm gemm_att_9_mg_lora 1 1 att_9_mg att_9_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_36 1 1 att_9_mg_lora att_9_mg_lora_sigmoid
+Gemm gemm_att_9_gate 1 1 att_9_mg_lora_sigmoid att_9_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_9_k_k 0 1 att_9_k_k 0=1024 21=0
+MemoryData data_att_9_k_a 0 1 att_9_k_a 0=1024 21=0
+MemoryData data_att_9_r_k 0 1 att_9_r_k 0=1024 21=0
+Split split_att_9_key 1 2 att_9_key att_9_key_0 att_9_key_1
+BinaryOp mul_117 2 1 att_9_key_0 att_9_k_k att_9_key_k 0=2
+Reshape reshape_108 1 1 att_9_key_k att_9_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_9 1 1 att_9_key_k_reshape att_9_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_109 1 1 att_9_key_k_norm att_9_key_k_norm_reshape 0=1024
+BinaryOp add_117 1 1 att_9_a_0 att_9_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_118 2 1 att_9_a_0_minus att_9_k_a att_9_a_minus1_mulka 0=2
+BinaryOp add_118 1 1 att_9_a_minus1_mulka att_9_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_119 2 1 att_9_a_minus1_mulka_plus1 att_9_key_1 att_9_key_a 0=2
+Split split_att_9_value 1 2 att_9_value att_9_value_0 att_9_value_1
+Split split_v_first_8 1 2 v_first_8 att_9_v_first v_first_9
+BinaryOp minus_8 2 1 att_9_v_first att_9_value_1 att_9_vfirst_minus_value 0=1
+Gemm gemm_att_9_mv_lora_0 1 1 att_9_mv_1 att_9_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_9_mv_lora_1 1 1 att_9_mv_lora_0 att_9_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_9_v0 0 1 att_9_v0 0=1024 21=0
+BinaryOp add_119 2 1 att_9_mv_lora_1 att_9_v0 att_9_mv_lora_2 0=0
+Sigmoid sigmoid_37 1 1 att_9_mv_lora_2 att_9_mv_lora_sigmoid
+BinaryOp mul_120 2 1 att_9_mv_lora_sigmoid att_9_vfirst_minus_value att_9_vfirst_minus_value_mul 0=2
+BinaryOp add_120 2 1 att_9_value_0 att_9_vfirst_minus_value_mul att_9_value_final 0=0
+Gemm gemm_att_9_mw_lora 1 1 att_9_mw att_9_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_9_mw_lora 1 1 att_9_mw_lora att_9_mw_lora_tanh
+Gemm gemm_att_9_mw_lora_tanh_linear 1 1 att_9_mw_lora_tanh att_9_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_9_td 0 1 att_9_td 0=1024 21=0
+BinaryOp add_121 2 1 att_9_mw_lora_tanh_linear att_9_td att_9_time_decay_pre 0=0
+Sigmoid sigmoid_38 1 1 att_9_time_decay_pre att_9_time_decay_sigmoid
+Exp exp_9 1 1 att_9_time_decay_sigmoid att_9_time_decay 1=-0.606531
+Reshape reshape_110 1 1 att_9_time_decay att_9_time_decay_reshape 0=64 1=1 2=16
+Split split_att_9_key_a 1 2 att_9_key_a att_9_key_a_0 att_9_key_a_1
+Reshape reshape_111 1 1 att_9_key_a_0 att_9_key_a_reshape 0=64 1=1 2=16
+Split split_att_9_value_final 1 3 att_9_value_final att_9_value_final_0 att_9_value_final_1 att_9_value_final_2
+Reshape reshape_112 1 1 att_9_value_final_0 att_9_value_final_0_reshape 0=64 1=16
+Reshape reshape_113 1 1 att_9_value_final_1 att_9_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_9_vk 2 1 att_9_value_final_1_reshape att_9_key_a_reshape att_9_vk 0=0
+Split split_att_9_key_k_norm_reshape 1 2 att_9_key_k_norm_reshape att_9_kk_0 att_9_kk_1
+BinaryOp mul_121 1 1 att_9_kk_0 att_9_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_114 1 1 att_9_kk_0_neg att_9_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_122 2 1 att_9_kk_1 att_9_a_1 att_9_kk_a 0=2
+Reshape reshape_115 1 1 att_9_kk_a att_9_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_9_ab 2 1 att_9_kk_0_neg_reshape att_9_kk_a_reshape att_9_ab 0=0
+Split split_state_28_in 1 2 state_28_in att_9_state_prev_0 att_9_state_prev_1
+BinaryOp mul_123 2 1 att_9_state_prev_0 att_9_time_decay_reshape att_9_state_td 0=2
+MatMul matmul_att_9_sab 2 1 att_9_state_prev_1 att_9_ab att_9_sab 0=0
+BinaryOp add_122 2 1 att_9_sab att_9_vk att_9_sab_vk 0=0
+BinaryOp add_123 2 1 att_9_sab_vk att_9_state_td att_9_state_new 0=0
+Split split_att_9_state_new 1 2 att_9_state_new att_9_state_new_0 state_28_out
+Split split_att_9_receptance 1 2 att_9_receptance att_9_receptance_0 att_9_receptance_1
+Reshape reshape_116 1 1 att_9_receptance_0 att_9_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_9_wkv_out 2 1 att_9_state_new_0 att_9_receptance_reshape att_9_wkv_out 0=0
+Reshape reshape_117 1 1 att_9_wkv_out att_9_wkv_out_flatten 0=1024
+GroupNorm groupnorm_9 1 1 att_9_wkv_out_flatten att_9_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_124 2 1 att_9_receptance_1 att_9_key_a_1 att_9_receptance_key_a 0=2
+BinaryOp mul_125 2 1 att_9_receptance_key_a att_9_r_k att_9_rk 0=2
+Reshape reshape_118 1 1 att_9_rk att_9_rk_reshape 0=64 1=16
+Reduction sum_9 1 1 att_9_rk_reshape att_9_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_126 2 1 att_9_value_final_0_reshape att_9_rk_sum att_9_value_final_0_rk 0=2
+Reshape reshape_119 1 1 att_9_value_final_0_rk att_9_value_final_0_rk_reshape 0=1024
+BinaryOp add_124 2 1 att_9_value_final_0_rk_reshape att_9_x_gn att_9_x_gn_rkv 0=0
+BinaryOp mul_127 2 1 att_9_x_gn_rkv att_9_gate att_9_x_gate 0=2
+Gemm gemm_att_9_x_out 1 1 att_9_x_gate att_9_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_125 2 1 att_9_x_out att_9_x_last time_mixing_9_out 0=0
+Split split_time_mixing_9_out 1 2 time_mixing_9_out ffn_9_x_last ffn_9_x
+LayerNorm layernorm_19 1 1 ffn_9_x ffn_9_xx 0=1024 1=0.00001 2=1
+Split split_ffn_9_xx 1 3 ffn_9_xx ffn_9_xx_0 ffn_9_xx_1 state_29_out
+BinaryOp sub_19 2 1 state_29_in ffn_9_xx_0 ffn_9_sx 0=1
+Split split_ffn_9_sx 1 1 ffn_9_sx ffn_9_sx_0
+MemoryData data_ffn_9_x_k 0 1 ffn_9_x_k 0=1024 21=0
+BinaryOp mul_128 2 1 ffn_9_sx_0 ffn_9_x_k ffn_9_xk 0=2
+BinaryOp add_126 2 1 ffn_9_xk ffn_9_xx_1 ffn_9_xxk 0=0
+Gemm gemm_ffn_9_key 1 1 ffn_9_xxk ffn_9_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_9 1 1 ffn_9_key ffn_9_key_relu
+UnaryOp square_ffn_9_key_relu 1 1 ffn_9_key_relu ffn_9_key_relu_square 0=4
+Gemm gemm_ffn_9_value 1 1 ffn_9_key_relu_square ffn_9_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_127 2 1 ffn_9_value ffn_9_x_last channel_mixing_9_out 0=0
+Split split_channel_mixing_9_out 1 2 channel_mixing_9_out att_10_x_last att_10_x
+LayerNorm layernorm_20 1 1 att_10_x att_10_xx 0=1024 1=0.00001 2=1
+Split split_att_10_xx 1 3 att_10_xx att_10_xx_0 att_10_xx_1 state_30_out
+BinaryOp sub_20 2 1 state_30_in att_10_xx_0 att_10_sx 0=1
+MemoryData data_att_10_maa 0 1 att_10_maa 0=1024 1=6 21=0
+BinaryOp mul_129 2 1 att_10_sx att_10_maa att_10_maa_x 0=2
+BinaryOp add_128 2 1 att_10_xx_1 att_10_maa_x att_10_maa_rwkvag 0=0
+Slice slice_att_10_maa_rwkvag 1 6 att_10_maa_rwkvag att_10_mr att_10_mw att_10_mk att_10_mv att_10_ma att_10_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_10_mv 1 2 att_10_mv att_10_mv_0 att_10_mv_1
+Gemm gemm_att_10_key 1 1 att_10_mk att_10_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_10_value 1 1 att_10_mv_0 att_10_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_10_receptance 1 1 att_10_mr att_10_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_10_ma_lora_0 1 1 att_10_ma att_10_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_10_ma_lora_1 1 1 att_10_ma_lora_0 att_10_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_10_a0 0 1 att_10_a0 0=1024 21=0
+BinaryOp add_129 2 1 att_10_ma_lora_1 att_10_a0 att_10_ma_lora_2 0=0
+Sigmoid sigmoid_39 1 1 att_10_ma_lora_2 att_10_a
+Split split_att_10_a 1 2 att_10_a att_10_a_0 att_10_a_1
+Gemm gemm_att_10_mg_lora 1 1 att_10_mg att_10_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_40 1 1 att_10_mg_lora att_10_mg_lora_sigmoid
+Gemm gemm_att_10_gate 1 1 att_10_mg_lora_sigmoid att_10_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_10_k_k 0 1 att_10_k_k 0=1024 21=0
+MemoryData data_att_10_k_a 0 1 att_10_k_a 0=1024 21=0
+MemoryData data_att_10_r_k 0 1 att_10_r_k 0=1024 21=0
+Split split_att_10_key 1 2 att_10_key att_10_key_0 att_10_key_1
+BinaryOp mul_130 2 1 att_10_key_0 att_10_k_k att_10_key_k 0=2
+Reshape reshape_120 1 1 att_10_key_k att_10_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_10 1 1 att_10_key_k_reshape att_10_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_121 1 1 att_10_key_k_norm att_10_key_k_norm_reshape 0=1024
+BinaryOp add_130 1 1 att_10_a_0 att_10_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_131 2 1 att_10_a_0_minus att_10_k_a att_10_a_minus1_mulka 0=2
+BinaryOp add_131 1 1 att_10_a_minus1_mulka att_10_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_132 2 1 att_10_a_minus1_mulka_plus1 att_10_key_1 att_10_key_a 0=2
+Split split_att_10_value 1 2 att_10_value att_10_value_0 att_10_value_1
+Split split_v_first_9 1 2 v_first_9 att_10_v_first v_first_10
+BinaryOp minus_9 2 1 att_10_v_first att_10_value_1 att_10_vfirst_minus_value 0=1
+Gemm gemm_att_10_mv_lora_0 1 1 att_10_mv_1 att_10_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_10_mv_lora_1 1 1 att_10_mv_lora_0 att_10_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_10_v0 0 1 att_10_v0 0=1024 21=0
+BinaryOp add_132 2 1 att_10_mv_lora_1 att_10_v0 att_10_mv_lora_2 0=0
+Sigmoid sigmoid_41 1 1 att_10_mv_lora_2 att_10_mv_lora_sigmoid
+BinaryOp mul_133 2 1 att_10_mv_lora_sigmoid att_10_vfirst_minus_value att_10_vfirst_minus_value_mul 0=2
+BinaryOp add_133 2 1 att_10_value_0 att_10_vfirst_minus_value_mul att_10_value_final 0=0
+Gemm gemm_att_10_mw_lora 1 1 att_10_mw att_10_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_10_mw_lora 1 1 att_10_mw_lora att_10_mw_lora_tanh
+Gemm gemm_att_10_mw_lora_tanh_linear 1 1 att_10_mw_lora_tanh att_10_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_10_td 0 1 att_10_td 0=1024 21=0
+BinaryOp add_134 2 1 att_10_mw_lora_tanh_linear att_10_td att_10_time_decay_pre 0=0
+Sigmoid sigmoid_42 1 1 att_10_time_decay_pre att_10_time_decay_sigmoid
+Exp exp_10 1 1 att_10_time_decay_sigmoid att_10_time_decay 1=-0.606531
+Reshape reshape_122 1 1 att_10_time_decay att_10_time_decay_reshape 0=64 1=1 2=16
+Split split_att_10_key_a 1 2 att_10_key_a att_10_key_a_0 att_10_key_a_1
+Reshape reshape_123 1 1 att_10_key_a_0 att_10_key_a_reshape 0=64 1=1 2=16
+Split split_att_10_value_final 1 3 att_10_value_final att_10_value_final_0 att_10_value_final_1 att_10_value_final_2
+Reshape reshape_124 1 1 att_10_value_final_0 att_10_value_final_0_reshape 0=64 1=16
+Reshape reshape_125 1 1 att_10_value_final_1 att_10_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_10_vk 2 1 att_10_value_final_1_reshape att_10_key_a_reshape att_10_vk 0=0
+Split split_att_10_key_k_norm_reshape 1 2 att_10_key_k_norm_reshape att_10_kk_0 att_10_kk_1
+BinaryOp mul_134 1 1 att_10_kk_0 att_10_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_126 1 1 att_10_kk_0_neg att_10_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_135 2 1 att_10_kk_1 att_10_a_1 att_10_kk_a 0=2
+Reshape reshape_127 1 1 att_10_kk_a att_10_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_10_ab 2 1 att_10_kk_0_neg_reshape att_10_kk_a_reshape att_10_ab 0=0
+Split split_state_31_in 1 2 state_31_in att_10_state_prev_0 att_10_state_prev_1
+BinaryOp mul_136 2 1 att_10_state_prev_0 att_10_time_decay_reshape att_10_state_td 0=2
+MatMul matmul_att_10_sab 2 1 att_10_state_prev_1 att_10_ab att_10_sab 0=0
+BinaryOp add_135 2 1 att_10_sab att_10_vk att_10_sab_vk 0=0
+BinaryOp add_136 2 1 att_10_sab_vk att_10_state_td att_10_state_new 0=0
+Split split_att_10_state_new 1 2 att_10_state_new att_10_state_new_0 state_31_out
+Split split_att_10_receptance 1 2 att_10_receptance att_10_receptance_0 att_10_receptance_1
+Reshape reshape_128 1 1 att_10_receptance_0 att_10_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_10_wkv_out 2 1 att_10_state_new_0 att_10_receptance_reshape att_10_wkv_out 0=0
+Reshape reshape_129 1 1 att_10_wkv_out att_10_wkv_out_flatten 0=1024
+GroupNorm groupnorm_10 1 1 att_10_wkv_out_flatten att_10_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_137 2 1 att_10_receptance_1 att_10_key_a_1 att_10_receptance_key_a 0=2
+BinaryOp mul_138 2 1 att_10_receptance_key_a att_10_r_k att_10_rk 0=2
+Reshape reshape_130 1 1 att_10_rk att_10_rk_reshape 0=64 1=16
+Reduction sum_10 1 1 att_10_rk_reshape att_10_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_139 2 1 att_10_value_final_0_reshape att_10_rk_sum att_10_value_final_0_rk 0=2
+Reshape reshape_131 1 1 att_10_value_final_0_rk att_10_value_final_0_rk_reshape 0=1024
+BinaryOp add_137 2 1 att_10_value_final_0_rk_reshape att_10_x_gn att_10_x_gn_rkv 0=0
+BinaryOp mul_140 2 1 att_10_x_gn_rkv att_10_gate att_10_x_gate 0=2
+Gemm gemm_att_10_x_out 1 1 att_10_x_gate att_10_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_138 2 1 att_10_x_out att_10_x_last time_mixing_10_out 0=0
+Split split_time_mixing_10_out 1 2 time_mixing_10_out ffn_10_x_last ffn_10_x
+LayerNorm layernorm_21 1 1 ffn_10_x ffn_10_xx 0=1024 1=0.00001 2=1
+Split split_ffn_10_xx 1 3 ffn_10_xx ffn_10_xx_0 ffn_10_xx_1 state_32_out
+BinaryOp sub_21 2 1 state_32_in ffn_10_xx_0 ffn_10_sx 0=1
+Split split_ffn_10_sx 1 1 ffn_10_sx ffn_10_sx_0
+MemoryData data_ffn_10_x_k 0 1 ffn_10_x_k 0=1024 21=0
+BinaryOp mul_141 2 1 ffn_10_sx_0 ffn_10_x_k ffn_10_xk 0=2
+BinaryOp add_139 2 1 ffn_10_xk ffn_10_xx_1 ffn_10_xxk 0=0
+Gemm gemm_ffn_10_key 1 1 ffn_10_xxk ffn_10_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_10 1 1 ffn_10_key ffn_10_key_relu
+UnaryOp square_ffn_10_key_relu 1 1 ffn_10_key_relu ffn_10_key_relu_square 0=4
+Gemm gemm_ffn_10_value 1 1 ffn_10_key_relu_square ffn_10_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_140 2 1 ffn_10_value ffn_10_x_last channel_mixing_10_out 0=0
+Split split_channel_mixing_10_out 1 2 channel_mixing_10_out att_11_x_last att_11_x
+LayerNorm layernorm_22 1 1 att_11_x att_11_xx 0=1024 1=0.00001 2=1
+Split split_att_11_xx 1 3 att_11_xx att_11_xx_0 att_11_xx_1 state_33_out
+BinaryOp sub_22 2 1 state_33_in att_11_xx_0 att_11_sx 0=1
+MemoryData data_att_11_maa 0 1 att_11_maa 0=1024 1=6 21=0
+BinaryOp mul_142 2 1 att_11_sx att_11_maa att_11_maa_x 0=2
+BinaryOp add_141 2 1 att_11_xx_1 att_11_maa_x att_11_maa_rwkvag 0=0
+Slice slice_att_11_maa_rwkvag 1 6 att_11_maa_rwkvag att_11_mr att_11_mw att_11_mk att_11_mv att_11_ma att_11_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_11_mv 1 2 att_11_mv att_11_mv_0 att_11_mv_1
+Gemm gemm_att_11_key 1 1 att_11_mk att_11_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_11_value 1 1 att_11_mv_0 att_11_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_11_receptance 1 1 att_11_mr att_11_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_11_ma_lora_0 1 1 att_11_ma att_11_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_11_ma_lora_1 1 1 att_11_ma_lora_0 att_11_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_11_a0 0 1 att_11_a0 0=1024 21=0
+BinaryOp add_142 2 1 att_11_ma_lora_1 att_11_a0 att_11_ma_lora_2 0=0
+Sigmoid sigmoid_43 1 1 att_11_ma_lora_2 att_11_a
+Split split_att_11_a 1 2 att_11_a att_11_a_0 att_11_a_1
+Gemm gemm_att_11_mg_lora 1 1 att_11_mg att_11_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_44 1 1 att_11_mg_lora att_11_mg_lora_sigmoid
+Gemm gemm_att_11_gate 1 1 att_11_mg_lora_sigmoid att_11_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_11_k_k 0 1 att_11_k_k 0=1024 21=0
+MemoryData data_att_11_k_a 0 1 att_11_k_a 0=1024 21=0
+MemoryData data_att_11_r_k 0 1 att_11_r_k 0=1024 21=0
+Split split_att_11_key 1 2 att_11_key att_11_key_0 att_11_key_1
+BinaryOp mul_143 2 1 att_11_key_0 att_11_k_k att_11_key_k 0=2
+Reshape reshape_132 1 1 att_11_key_k att_11_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_11 1 1 att_11_key_k_reshape att_11_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_133 1 1 att_11_key_k_norm att_11_key_k_norm_reshape 0=1024
+BinaryOp add_143 1 1 att_11_a_0 att_11_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_144 2 1 att_11_a_0_minus att_11_k_a att_11_a_minus1_mulka 0=2
+BinaryOp add_144 1 1 att_11_a_minus1_mulka att_11_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_145 2 1 att_11_a_minus1_mulka_plus1 att_11_key_1 att_11_key_a 0=2
+Split split_att_11_value 1 2 att_11_value att_11_value_0 att_11_value_1
+Split split_v_first_10 1 2 v_first_10 att_11_v_first v_first_11
+BinaryOp minus_10 2 1 att_11_v_first att_11_value_1 att_11_vfirst_minus_value 0=1
+Gemm gemm_att_11_mv_lora_0 1 1 att_11_mv_1 att_11_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_11_mv_lora_1 1 1 att_11_mv_lora_0 att_11_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_11_v0 0 1 att_11_v0 0=1024 21=0
+BinaryOp add_145 2 1 att_11_mv_lora_1 att_11_v0 att_11_mv_lora_2 0=0
+Sigmoid sigmoid_45 1 1 att_11_mv_lora_2 att_11_mv_lora_sigmoid
+BinaryOp mul_146 2 1 att_11_mv_lora_sigmoid att_11_vfirst_minus_value att_11_vfirst_minus_value_mul 0=2
+BinaryOp add_146 2 1 att_11_value_0 att_11_vfirst_minus_value_mul att_11_value_final 0=0
+Gemm gemm_att_11_mw_lora 1 1 att_11_mw att_11_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_11_mw_lora 1 1 att_11_mw_lora att_11_mw_lora_tanh
+Gemm gemm_att_11_mw_lora_tanh_linear 1 1 att_11_mw_lora_tanh att_11_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_11_td 0 1 att_11_td 0=1024 21=0
+BinaryOp add_147 2 1 att_11_mw_lora_tanh_linear att_11_td att_11_time_decay_pre 0=0
+Sigmoid sigmoid_46 1 1 att_11_time_decay_pre att_11_time_decay_sigmoid
+Exp exp_11 1 1 att_11_time_decay_sigmoid att_11_time_decay 1=-0.606531
+Reshape reshape_134 1 1 att_11_time_decay att_11_time_decay_reshape 0=64 1=1 2=16
+Split split_att_11_key_a 1 2 att_11_key_a att_11_key_a_0 att_11_key_a_1
+Reshape reshape_135 1 1 att_11_key_a_0 att_11_key_a_reshape 0=64 1=1 2=16
+Split split_att_11_value_final 1 3 att_11_value_final att_11_value_final_0 att_11_value_final_1 att_11_value_final_2
+Reshape reshape_136 1 1 att_11_value_final_0 att_11_value_final_0_reshape 0=64 1=16
+Reshape reshape_137 1 1 att_11_value_final_1 att_11_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_11_vk 2 1 att_11_value_final_1_reshape att_11_key_a_reshape att_11_vk 0=0
+Split split_att_11_key_k_norm_reshape 1 2 att_11_key_k_norm_reshape att_11_kk_0 att_11_kk_1
+BinaryOp mul_147 1 1 att_11_kk_0 att_11_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_138 1 1 att_11_kk_0_neg att_11_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_148 2 1 att_11_kk_1 att_11_a_1 att_11_kk_a 0=2
+Reshape reshape_139 1 1 att_11_kk_a att_11_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_11_ab 2 1 att_11_kk_0_neg_reshape att_11_kk_a_reshape att_11_ab 0=0
+Split split_state_34_in 1 2 state_34_in att_11_state_prev_0 att_11_state_prev_1
+BinaryOp mul_149 2 1 att_11_state_prev_0 att_11_time_decay_reshape att_11_state_td 0=2
+MatMul matmul_att_11_sab 2 1 att_11_state_prev_1 att_11_ab att_11_sab 0=0
+BinaryOp add_148 2 1 att_11_sab att_11_vk att_11_sab_vk 0=0
+BinaryOp add_149 2 1 att_11_sab_vk att_11_state_td att_11_state_new 0=0
+Split split_att_11_state_new 1 2 att_11_state_new att_11_state_new_0 state_34_out
+Split split_att_11_receptance 1 2 att_11_receptance att_11_receptance_0 att_11_receptance_1
+Reshape reshape_140 1 1 att_11_receptance_0 att_11_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_11_wkv_out 2 1 att_11_state_new_0 att_11_receptance_reshape att_11_wkv_out 0=0
+Reshape reshape_141 1 1 att_11_wkv_out att_11_wkv_out_flatten 0=1024
+GroupNorm groupnorm_11 1 1 att_11_wkv_out_flatten att_11_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_150 2 1 att_11_receptance_1 att_11_key_a_1 att_11_receptance_key_a 0=2
+BinaryOp mul_151 2 1 att_11_receptance_key_a att_11_r_k att_11_rk 0=2
+Reshape reshape_142 1 1 att_11_rk att_11_rk_reshape 0=64 1=16
+Reduction sum_11 1 1 att_11_rk_reshape att_11_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_152 2 1 att_11_value_final_0_reshape att_11_rk_sum att_11_value_final_0_rk 0=2
+Reshape reshape_143 1 1 att_11_value_final_0_rk att_11_value_final_0_rk_reshape 0=1024
+BinaryOp add_150 2 1 att_11_value_final_0_rk_reshape att_11_x_gn att_11_x_gn_rkv 0=0
+BinaryOp mul_153 2 1 att_11_x_gn_rkv att_11_gate att_11_x_gate 0=2
+Gemm gemm_att_11_x_out 1 1 att_11_x_gate att_11_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_151 2 1 att_11_x_out att_11_x_last time_mixing_11_out 0=0
+Split split_time_mixing_11_out 1 2 time_mixing_11_out ffn_11_x_last ffn_11_x
+LayerNorm layernorm_23 1 1 ffn_11_x ffn_11_xx 0=1024 1=0.00001 2=1
+Split split_ffn_11_xx 1 3 ffn_11_xx ffn_11_xx_0 ffn_11_xx_1 state_35_out
+BinaryOp sub_23 2 1 state_35_in ffn_11_xx_0 ffn_11_sx 0=1
+Split split_ffn_11_sx 1 1 ffn_11_sx ffn_11_sx_0
+MemoryData data_ffn_11_x_k 0 1 ffn_11_x_k 0=1024 21=0
+BinaryOp mul_154 2 1 ffn_11_sx_0 ffn_11_x_k ffn_11_xk 0=2
+BinaryOp add_152 2 1 ffn_11_xk ffn_11_xx_1 ffn_11_xxk 0=0
+Gemm gemm_ffn_11_key 1 1 ffn_11_xxk ffn_11_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_11 1 1 ffn_11_key ffn_11_key_relu
+UnaryOp square_ffn_11_key_relu 1 1 ffn_11_key_relu ffn_11_key_relu_square 0=4
+Gemm gemm_ffn_11_value 1 1 ffn_11_key_relu_square ffn_11_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_153 2 1 ffn_11_value ffn_11_x_last channel_mixing_11_out 0=0
+Split split_channel_mixing_11_out 1 2 channel_mixing_11_out att_12_x_last att_12_x
+LayerNorm layernorm_24 1 1 att_12_x att_12_xx 0=1024 1=0.00001 2=1
+Split split_att_12_xx 1 3 att_12_xx att_12_xx_0 att_12_xx_1 state_36_out
+BinaryOp sub_24 2 1 state_36_in att_12_xx_0 att_12_sx 0=1
+MemoryData data_att_12_maa 0 1 att_12_maa 0=1024 1=6 21=0
+BinaryOp mul_155 2 1 att_12_sx att_12_maa att_12_maa_x 0=2
+BinaryOp add_154 2 1 att_12_xx_1 att_12_maa_x att_12_maa_rwkvag 0=0
+Slice slice_att_12_maa_rwkvag 1 6 att_12_maa_rwkvag att_12_mr att_12_mw att_12_mk att_12_mv att_12_ma att_12_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_12_mv 1 2 att_12_mv att_12_mv_0 att_12_mv_1
+Gemm gemm_att_12_key 1 1 att_12_mk att_12_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_12_value 1 1 att_12_mv_0 att_12_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_12_receptance 1 1 att_12_mr att_12_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_12_ma_lora_0 1 1 att_12_ma att_12_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_12_ma_lora_1 1 1 att_12_ma_lora_0 att_12_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_12_a0 0 1 att_12_a0 0=1024 21=0
+BinaryOp add_155 2 1 att_12_ma_lora_1 att_12_a0 att_12_ma_lora_2 0=0
+Sigmoid sigmoid_47 1 1 att_12_ma_lora_2 att_12_a
+Split split_att_12_a 1 2 att_12_a att_12_a_0 att_12_a_1
+Gemm gemm_att_12_mg_lora 1 1 att_12_mg att_12_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_48 1 1 att_12_mg_lora att_12_mg_lora_sigmoid
+Gemm gemm_att_12_gate 1 1 att_12_mg_lora_sigmoid att_12_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_12_k_k 0 1 att_12_k_k 0=1024 21=0
+MemoryData data_att_12_k_a 0 1 att_12_k_a 0=1024 21=0
+MemoryData data_att_12_r_k 0 1 att_12_r_k 0=1024 21=0
+Split split_att_12_key 1 2 att_12_key att_12_key_0 att_12_key_1
+BinaryOp mul_156 2 1 att_12_key_0 att_12_k_k att_12_key_k 0=2
+Reshape reshape_144 1 1 att_12_key_k att_12_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_12 1 1 att_12_key_k_reshape att_12_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_145 1 1 att_12_key_k_norm att_12_key_k_norm_reshape 0=1024
+BinaryOp add_156 1 1 att_12_a_0 att_12_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_157 2 1 att_12_a_0_minus att_12_k_a att_12_a_minus1_mulka 0=2
+BinaryOp add_157 1 1 att_12_a_minus1_mulka att_12_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_158 2 1 att_12_a_minus1_mulka_plus1 att_12_key_1 att_12_key_a 0=2
+Split split_att_12_value 1 2 att_12_value att_12_value_0 att_12_value_1
+Split split_v_first_11 1 2 v_first_11 att_12_v_first v_first_12
+BinaryOp minus_11 2 1 att_12_v_first att_12_value_1 att_12_vfirst_minus_value 0=1
+Gemm gemm_att_12_mv_lora_0 1 1 att_12_mv_1 att_12_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_12_mv_lora_1 1 1 att_12_mv_lora_0 att_12_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_12_v0 0 1 att_12_v0 0=1024 21=0
+BinaryOp add_158 2 1 att_12_mv_lora_1 att_12_v0 att_12_mv_lora_2 0=0
+Sigmoid sigmoid_49 1 1 att_12_mv_lora_2 att_12_mv_lora_sigmoid
+BinaryOp mul_159 2 1 att_12_mv_lora_sigmoid att_12_vfirst_minus_value att_12_vfirst_minus_value_mul 0=2
+BinaryOp add_159 2 1 att_12_value_0 att_12_vfirst_minus_value_mul att_12_value_final 0=0
+Gemm gemm_att_12_mw_lora 1 1 att_12_mw att_12_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_12_mw_lora 1 1 att_12_mw_lora att_12_mw_lora_tanh
+Gemm gemm_att_12_mw_lora_tanh_linear 1 1 att_12_mw_lora_tanh att_12_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_12_td 0 1 att_12_td 0=1024 21=0
+BinaryOp add_160 2 1 att_12_mw_lora_tanh_linear att_12_td att_12_time_decay_pre 0=0
+Sigmoid sigmoid_50 1 1 att_12_time_decay_pre att_12_time_decay_sigmoid
+Exp exp_12 1 1 att_12_time_decay_sigmoid att_12_time_decay 1=-0.606531
+Reshape reshape_146 1 1 att_12_time_decay att_12_time_decay_reshape 0=64 1=1 2=16
+Split split_att_12_key_a 1 2 att_12_key_a att_12_key_a_0 att_12_key_a_1
+Reshape reshape_147 1 1 att_12_key_a_0 att_12_key_a_reshape 0=64 1=1 2=16
+Split split_att_12_value_final 1 3 att_12_value_final att_12_value_final_0 att_12_value_final_1 att_12_value_final_2
+Reshape reshape_148 1 1 att_12_value_final_0 att_12_value_final_0_reshape 0=64 1=16
+Reshape reshape_149 1 1 att_12_value_final_1 att_12_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_12_vk 2 1 att_12_value_final_1_reshape att_12_key_a_reshape att_12_vk 0=0
+Split split_att_12_key_k_norm_reshape 1 2 att_12_key_k_norm_reshape att_12_kk_0 att_12_kk_1
+BinaryOp mul_160 1 1 att_12_kk_0 att_12_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_150 1 1 att_12_kk_0_neg att_12_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_161 2 1 att_12_kk_1 att_12_a_1 att_12_kk_a 0=2
+Reshape reshape_151 1 1 att_12_kk_a att_12_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_12_ab 2 1 att_12_kk_0_neg_reshape att_12_kk_a_reshape att_12_ab 0=0
+Split split_state_37_in 1 2 state_37_in att_12_state_prev_0 att_12_state_prev_1
+BinaryOp mul_162 2 1 att_12_state_prev_0 att_12_time_decay_reshape att_12_state_td 0=2
+MatMul matmul_att_12_sab 2 1 att_12_state_prev_1 att_12_ab att_12_sab 0=0
+BinaryOp add_161 2 1 att_12_sab att_12_vk att_12_sab_vk 0=0
+BinaryOp add_162 2 1 att_12_sab_vk att_12_state_td att_12_state_new 0=0
+Split split_att_12_state_new 1 2 att_12_state_new att_12_state_new_0 state_37_out
+Split split_att_12_receptance 1 2 att_12_receptance att_12_receptance_0 att_12_receptance_1
+Reshape reshape_152 1 1 att_12_receptance_0 att_12_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_12_wkv_out 2 1 att_12_state_new_0 att_12_receptance_reshape att_12_wkv_out 0=0
+Reshape reshape_153 1 1 att_12_wkv_out att_12_wkv_out_flatten 0=1024
+GroupNorm groupnorm_12 1 1 att_12_wkv_out_flatten att_12_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_163 2 1 att_12_receptance_1 att_12_key_a_1 att_12_receptance_key_a 0=2
+BinaryOp mul_164 2 1 att_12_receptance_key_a att_12_r_k att_12_rk 0=2
+Reshape reshape_154 1 1 att_12_rk att_12_rk_reshape 0=64 1=16
+Reduction sum_12 1 1 att_12_rk_reshape att_12_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_165 2 1 att_12_value_final_0_reshape att_12_rk_sum att_12_value_final_0_rk 0=2
+Reshape reshape_155 1 1 att_12_value_final_0_rk att_12_value_final_0_rk_reshape 0=1024
+BinaryOp add_163 2 1 att_12_value_final_0_rk_reshape att_12_x_gn att_12_x_gn_rkv 0=0
+BinaryOp mul_166 2 1 att_12_x_gn_rkv att_12_gate att_12_x_gate 0=2
+Gemm gemm_att_12_x_out 1 1 att_12_x_gate att_12_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_164 2 1 att_12_x_out att_12_x_last time_mixing_12_out 0=0
+Split split_time_mixing_12_out 1 2 time_mixing_12_out ffn_12_x_last ffn_12_x
+LayerNorm layernorm_25 1 1 ffn_12_x ffn_12_xx 0=1024 1=0.00001 2=1
+Split split_ffn_12_xx 1 3 ffn_12_xx ffn_12_xx_0 ffn_12_xx_1 state_38_out
+BinaryOp sub_25 2 1 state_38_in ffn_12_xx_0 ffn_12_sx 0=1
+Split split_ffn_12_sx 1 1 ffn_12_sx ffn_12_sx_0
+MemoryData data_ffn_12_x_k 0 1 ffn_12_x_k 0=1024 21=0
+BinaryOp mul_167 2 1 ffn_12_sx_0 ffn_12_x_k ffn_12_xk 0=2
+BinaryOp add_165 2 1 ffn_12_xk ffn_12_xx_1 ffn_12_xxk 0=0
+Gemm gemm_ffn_12_key 1 1 ffn_12_xxk ffn_12_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_12 1 1 ffn_12_key ffn_12_key_relu
+UnaryOp square_ffn_12_key_relu 1 1 ffn_12_key_relu ffn_12_key_relu_square 0=4
+Gemm gemm_ffn_12_value 1 1 ffn_12_key_relu_square ffn_12_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_166 2 1 ffn_12_value ffn_12_x_last channel_mixing_12_out 0=0
+Split split_channel_mixing_12_out 1 2 channel_mixing_12_out att_13_x_last att_13_x
+LayerNorm layernorm_26 1 1 att_13_x att_13_xx 0=1024 1=0.00001 2=1
+Split split_att_13_xx 1 3 att_13_xx att_13_xx_0 att_13_xx_1 state_39_out
+BinaryOp sub_26 2 1 state_39_in att_13_xx_0 att_13_sx 0=1
+MemoryData data_att_13_maa 0 1 att_13_maa 0=1024 1=6 21=0
+BinaryOp mul_168 2 1 att_13_sx att_13_maa att_13_maa_x 0=2
+BinaryOp add_167 2 1 att_13_xx_1 att_13_maa_x att_13_maa_rwkvag 0=0
+Slice slice_att_13_maa_rwkvag 1 6 att_13_maa_rwkvag att_13_mr att_13_mw att_13_mk att_13_mv att_13_ma att_13_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_13_mv 1 2 att_13_mv att_13_mv_0 att_13_mv_1
+Gemm gemm_att_13_key 1 1 att_13_mk att_13_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_13_value 1 1 att_13_mv_0 att_13_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_13_receptance 1 1 att_13_mr att_13_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_13_ma_lora_0 1 1 att_13_ma att_13_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_13_ma_lora_1 1 1 att_13_ma_lora_0 att_13_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_13_a0 0 1 att_13_a0 0=1024 21=0
+BinaryOp add_168 2 1 att_13_ma_lora_1 att_13_a0 att_13_ma_lora_2 0=0
+Sigmoid sigmoid_51 1 1 att_13_ma_lora_2 att_13_a
+Split split_att_13_a 1 2 att_13_a att_13_a_0 att_13_a_1
+Gemm gemm_att_13_mg_lora 1 1 att_13_mg att_13_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_52 1 1 att_13_mg_lora att_13_mg_lora_sigmoid
+Gemm gemm_att_13_gate 1 1 att_13_mg_lora_sigmoid att_13_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_13_k_k 0 1 att_13_k_k 0=1024 21=0
+MemoryData data_att_13_k_a 0 1 att_13_k_a 0=1024 21=0
+MemoryData data_att_13_r_k 0 1 att_13_r_k 0=1024 21=0
+Split split_att_13_key 1 2 att_13_key att_13_key_0 att_13_key_1
+BinaryOp mul_169 2 1 att_13_key_0 att_13_k_k att_13_key_k 0=2
+Reshape reshape_156 1 1 att_13_key_k att_13_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_13 1 1 att_13_key_k_reshape att_13_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_157 1 1 att_13_key_k_norm att_13_key_k_norm_reshape 0=1024
+BinaryOp add_169 1 1 att_13_a_0 att_13_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_170 2 1 att_13_a_0_minus att_13_k_a att_13_a_minus1_mulka 0=2
+BinaryOp add_170 1 1 att_13_a_minus1_mulka att_13_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_171 2 1 att_13_a_minus1_mulka_plus1 att_13_key_1 att_13_key_a 0=2
+Split split_att_13_value 1 2 att_13_value att_13_value_0 att_13_value_1
+Split split_v_first_12 1 2 v_first_12 att_13_v_first v_first_13
+BinaryOp minus_12 2 1 att_13_v_first att_13_value_1 att_13_vfirst_minus_value 0=1
+Gemm gemm_att_13_mv_lora_0 1 1 att_13_mv_1 att_13_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_13_mv_lora_1 1 1 att_13_mv_lora_0 att_13_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_13_v0 0 1 att_13_v0 0=1024 21=0
+BinaryOp add_171 2 1 att_13_mv_lora_1 att_13_v0 att_13_mv_lora_2 0=0
+Sigmoid sigmoid_53 1 1 att_13_mv_lora_2 att_13_mv_lora_sigmoid
+BinaryOp mul_172 2 1 att_13_mv_lora_sigmoid att_13_vfirst_minus_value att_13_vfirst_minus_value_mul 0=2
+BinaryOp add_172 2 1 att_13_value_0 att_13_vfirst_minus_value_mul att_13_value_final 0=0
+Gemm gemm_att_13_mw_lora 1 1 att_13_mw att_13_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_13_mw_lora 1 1 att_13_mw_lora att_13_mw_lora_tanh
+Gemm gemm_att_13_mw_lora_tanh_linear 1 1 att_13_mw_lora_tanh att_13_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_13_td 0 1 att_13_td 0=1024 21=0
+BinaryOp add_173 2 1 att_13_mw_lora_tanh_linear att_13_td att_13_time_decay_pre 0=0
+Sigmoid sigmoid_54 1 1 att_13_time_decay_pre att_13_time_decay_sigmoid
+Exp exp_13 1 1 att_13_time_decay_sigmoid att_13_time_decay 1=-0.606531
+Reshape reshape_158 1 1 att_13_time_decay att_13_time_decay_reshape 0=64 1=1 2=16
+Split split_att_13_key_a 1 2 att_13_key_a att_13_key_a_0 att_13_key_a_1
+Reshape reshape_159 1 1 att_13_key_a_0 att_13_key_a_reshape 0=64 1=1 2=16
+Split split_att_13_value_final 1 3 att_13_value_final att_13_value_final_0 att_13_value_final_1 att_13_value_final_2
+Reshape reshape_160 1 1 att_13_value_final_0 att_13_value_final_0_reshape 0=64 1=16
+Reshape reshape_161 1 1 att_13_value_final_1 att_13_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_13_vk 2 1 att_13_value_final_1_reshape att_13_key_a_reshape att_13_vk 0=0
+Split split_att_13_key_k_norm_reshape 1 2 att_13_key_k_norm_reshape att_13_kk_0 att_13_kk_1
+BinaryOp mul_173 1 1 att_13_kk_0 att_13_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_162 1 1 att_13_kk_0_neg att_13_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_174 2 1 att_13_kk_1 att_13_a_1 att_13_kk_a 0=2
+Reshape reshape_163 1 1 att_13_kk_a att_13_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_13_ab 2 1 att_13_kk_0_neg_reshape att_13_kk_a_reshape att_13_ab 0=0
+Split split_state_40_in 1 2 state_40_in att_13_state_prev_0 att_13_state_prev_1
+BinaryOp mul_175 2 1 att_13_state_prev_0 att_13_time_decay_reshape att_13_state_td 0=2
+MatMul matmul_att_13_sab 2 1 att_13_state_prev_1 att_13_ab att_13_sab 0=0
+BinaryOp add_174 2 1 att_13_sab att_13_vk att_13_sab_vk 0=0
+BinaryOp add_175 2 1 att_13_sab_vk att_13_state_td att_13_state_new 0=0
+Split split_att_13_state_new 1 2 att_13_state_new att_13_state_new_0 state_40_out
+Split split_att_13_receptance 1 2 att_13_receptance att_13_receptance_0 att_13_receptance_1
+Reshape reshape_164 1 1 att_13_receptance_0 att_13_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_13_wkv_out 2 1 att_13_state_new_0 att_13_receptance_reshape att_13_wkv_out 0=0
+Reshape reshape_165 1 1 att_13_wkv_out att_13_wkv_out_flatten 0=1024
+GroupNorm groupnorm_13 1 1 att_13_wkv_out_flatten att_13_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_176 2 1 att_13_receptance_1 att_13_key_a_1 att_13_receptance_key_a 0=2
+BinaryOp mul_177 2 1 att_13_receptance_key_a att_13_r_k att_13_rk 0=2
+Reshape reshape_166 1 1 att_13_rk att_13_rk_reshape 0=64 1=16
+Reduction sum_13 1 1 att_13_rk_reshape att_13_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_178 2 1 att_13_value_final_0_reshape att_13_rk_sum att_13_value_final_0_rk 0=2
+Reshape reshape_167 1 1 att_13_value_final_0_rk att_13_value_final_0_rk_reshape 0=1024
+BinaryOp add_176 2 1 att_13_value_final_0_rk_reshape att_13_x_gn att_13_x_gn_rkv 0=0
+BinaryOp mul_179 2 1 att_13_x_gn_rkv att_13_gate att_13_x_gate 0=2
+Gemm gemm_att_13_x_out 1 1 att_13_x_gate att_13_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_177 2 1 att_13_x_out att_13_x_last time_mixing_13_out 0=0
+Split split_time_mixing_13_out 1 2 time_mixing_13_out ffn_13_x_last ffn_13_x
+LayerNorm layernorm_27 1 1 ffn_13_x ffn_13_xx 0=1024 1=0.00001 2=1
+Split split_ffn_13_xx 1 3 ffn_13_xx ffn_13_xx_0 ffn_13_xx_1 state_41_out
+BinaryOp sub_27 2 1 state_41_in ffn_13_xx_0 ffn_13_sx 0=1
+Split split_ffn_13_sx 1 1 ffn_13_sx ffn_13_sx_0
+MemoryData data_ffn_13_x_k 0 1 ffn_13_x_k 0=1024 21=0
+BinaryOp mul_180 2 1 ffn_13_sx_0 ffn_13_x_k ffn_13_xk 0=2
+BinaryOp add_178 2 1 ffn_13_xk ffn_13_xx_1 ffn_13_xxk 0=0
+Gemm gemm_ffn_13_key 1 1 ffn_13_xxk ffn_13_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_13 1 1 ffn_13_key ffn_13_key_relu
+UnaryOp square_ffn_13_key_relu 1 1 ffn_13_key_relu ffn_13_key_relu_square 0=4
+Gemm gemm_ffn_13_value 1 1 ffn_13_key_relu_square ffn_13_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_179 2 1 ffn_13_value ffn_13_x_last channel_mixing_13_out 0=0
+Split split_channel_mixing_13_out 1 2 channel_mixing_13_out att_14_x_last att_14_x
+LayerNorm layernorm_28 1 1 att_14_x att_14_xx 0=1024 1=0.00001 2=1
+Split split_att_14_xx 1 3 att_14_xx att_14_xx_0 att_14_xx_1 state_42_out
+BinaryOp sub_28 2 1 state_42_in att_14_xx_0 att_14_sx 0=1
+MemoryData data_att_14_maa 0 1 att_14_maa 0=1024 1=6 21=0
+BinaryOp mul_181 2 1 att_14_sx att_14_maa att_14_maa_x 0=2
+BinaryOp add_180 2 1 att_14_xx_1 att_14_maa_x att_14_maa_rwkvag 0=0
+Slice slice_att_14_maa_rwkvag 1 6 att_14_maa_rwkvag att_14_mr att_14_mw att_14_mk att_14_mv att_14_ma att_14_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_14_mv 1 2 att_14_mv att_14_mv_0 att_14_mv_1
+Gemm gemm_att_14_key 1 1 att_14_mk att_14_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_14_value 1 1 att_14_mv_0 att_14_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_14_receptance 1 1 att_14_mr att_14_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_14_ma_lora_0 1 1 att_14_ma att_14_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_14_ma_lora_1 1 1 att_14_ma_lora_0 att_14_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_14_a0 0 1 att_14_a0 0=1024 21=0
+BinaryOp add_181 2 1 att_14_ma_lora_1 att_14_a0 att_14_ma_lora_2 0=0
+Sigmoid sigmoid_55 1 1 att_14_ma_lora_2 att_14_a
+Split split_att_14_a 1 2 att_14_a att_14_a_0 att_14_a_1
+Gemm gemm_att_14_mg_lora 1 1 att_14_mg att_14_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_56 1 1 att_14_mg_lora att_14_mg_lora_sigmoid
+Gemm gemm_att_14_gate 1 1 att_14_mg_lora_sigmoid att_14_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_14_k_k 0 1 att_14_k_k 0=1024 21=0
+MemoryData data_att_14_k_a 0 1 att_14_k_a 0=1024 21=0
+MemoryData data_att_14_r_k 0 1 att_14_r_k 0=1024 21=0
+Split split_att_14_key 1 2 att_14_key att_14_key_0 att_14_key_1
+BinaryOp mul_182 2 1 att_14_key_0 att_14_k_k att_14_key_k 0=2
+Reshape reshape_168 1 1 att_14_key_k att_14_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_14 1 1 att_14_key_k_reshape att_14_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_169 1 1 att_14_key_k_norm att_14_key_k_norm_reshape 0=1024
+BinaryOp add_182 1 1 att_14_a_0 att_14_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_183 2 1 att_14_a_0_minus att_14_k_a att_14_a_minus1_mulka 0=2
+BinaryOp add_183 1 1 att_14_a_minus1_mulka att_14_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_184 2 1 att_14_a_minus1_mulka_plus1 att_14_key_1 att_14_key_a 0=2
+Split split_att_14_value 1 2 att_14_value att_14_value_0 att_14_value_1
+Split split_v_first_13 1 2 v_first_13 att_14_v_first v_first_14
+BinaryOp minus_13 2 1 att_14_v_first att_14_value_1 att_14_vfirst_minus_value 0=1
+Gemm gemm_att_14_mv_lora_0 1 1 att_14_mv_1 att_14_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_14_mv_lora_1 1 1 att_14_mv_lora_0 att_14_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_14_v0 0 1 att_14_v0 0=1024 21=0
+BinaryOp add_184 2 1 att_14_mv_lora_1 att_14_v0 att_14_mv_lora_2 0=0
+Sigmoid sigmoid_57 1 1 att_14_mv_lora_2 att_14_mv_lora_sigmoid
+BinaryOp mul_185 2 1 att_14_mv_lora_sigmoid att_14_vfirst_minus_value att_14_vfirst_minus_value_mul 0=2
+BinaryOp add_185 2 1 att_14_value_0 att_14_vfirst_minus_value_mul att_14_value_final 0=0
+Gemm gemm_att_14_mw_lora 1 1 att_14_mw att_14_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_14_mw_lora 1 1 att_14_mw_lora att_14_mw_lora_tanh
+Gemm gemm_att_14_mw_lora_tanh_linear 1 1 att_14_mw_lora_tanh att_14_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_14_td 0 1 att_14_td 0=1024 21=0
+BinaryOp add_186 2 1 att_14_mw_lora_tanh_linear att_14_td att_14_time_decay_pre 0=0
+Sigmoid sigmoid_58 1 1 att_14_time_decay_pre att_14_time_decay_sigmoid
+Exp exp_14 1 1 att_14_time_decay_sigmoid att_14_time_decay 1=-0.606531
+Reshape reshape_170 1 1 att_14_time_decay att_14_time_decay_reshape 0=64 1=1 2=16
+Split split_att_14_key_a 1 2 att_14_key_a att_14_key_a_0 att_14_key_a_1
+Reshape reshape_171 1 1 att_14_key_a_0 att_14_key_a_reshape 0=64 1=1 2=16
+Split split_att_14_value_final 1 3 att_14_value_final att_14_value_final_0 att_14_value_final_1 att_14_value_final_2
+Reshape reshape_172 1 1 att_14_value_final_0 att_14_value_final_0_reshape 0=64 1=16
+Reshape reshape_173 1 1 att_14_value_final_1 att_14_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_14_vk 2 1 att_14_value_final_1_reshape att_14_key_a_reshape att_14_vk 0=0
+Split split_att_14_key_k_norm_reshape 1 2 att_14_key_k_norm_reshape att_14_kk_0 att_14_kk_1
+BinaryOp mul_186 1 1 att_14_kk_0 att_14_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_174 1 1 att_14_kk_0_neg att_14_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_187 2 1 att_14_kk_1 att_14_a_1 att_14_kk_a 0=2
+Reshape reshape_175 1 1 att_14_kk_a att_14_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_14_ab 2 1 att_14_kk_0_neg_reshape att_14_kk_a_reshape att_14_ab 0=0
+Split split_state_43_in 1 2 state_43_in att_14_state_prev_0 att_14_state_prev_1
+BinaryOp mul_188 2 1 att_14_state_prev_0 att_14_time_decay_reshape att_14_state_td 0=2
+MatMul matmul_att_14_sab 2 1 att_14_state_prev_1 att_14_ab att_14_sab 0=0
+BinaryOp add_187 2 1 att_14_sab att_14_vk att_14_sab_vk 0=0
+BinaryOp add_188 2 1 att_14_sab_vk att_14_state_td att_14_state_new 0=0
+Split split_att_14_state_new 1 2 att_14_state_new att_14_state_new_0 state_43_out
+Split split_att_14_receptance 1 2 att_14_receptance att_14_receptance_0 att_14_receptance_1
+Reshape reshape_176 1 1 att_14_receptance_0 att_14_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_14_wkv_out 2 1 att_14_state_new_0 att_14_receptance_reshape att_14_wkv_out 0=0
+Reshape reshape_177 1 1 att_14_wkv_out att_14_wkv_out_flatten 0=1024
+GroupNorm groupnorm_14 1 1 att_14_wkv_out_flatten att_14_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_189 2 1 att_14_receptance_1 att_14_key_a_1 att_14_receptance_key_a 0=2
+BinaryOp mul_190 2 1 att_14_receptance_key_a att_14_r_k att_14_rk 0=2
+Reshape reshape_178 1 1 att_14_rk att_14_rk_reshape 0=64 1=16
+Reduction sum_14 1 1 att_14_rk_reshape att_14_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_191 2 1 att_14_value_final_0_reshape att_14_rk_sum att_14_value_final_0_rk 0=2
+Reshape reshape_179 1 1 att_14_value_final_0_rk att_14_value_final_0_rk_reshape 0=1024
+BinaryOp add_189 2 1 att_14_value_final_0_rk_reshape att_14_x_gn att_14_x_gn_rkv 0=0
+BinaryOp mul_192 2 1 att_14_x_gn_rkv att_14_gate att_14_x_gate 0=2
+Gemm gemm_att_14_x_out 1 1 att_14_x_gate att_14_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_190 2 1 att_14_x_out att_14_x_last time_mixing_14_out 0=0
+Split split_time_mixing_14_out 1 2 time_mixing_14_out ffn_14_x_last ffn_14_x
+LayerNorm layernorm_29 1 1 ffn_14_x ffn_14_xx 0=1024 1=0.00001 2=1
+Split split_ffn_14_xx 1 3 ffn_14_xx ffn_14_xx_0 ffn_14_xx_1 state_44_out
+BinaryOp sub_29 2 1 state_44_in ffn_14_xx_0 ffn_14_sx 0=1
+Split split_ffn_14_sx 1 1 ffn_14_sx ffn_14_sx_0
+MemoryData data_ffn_14_x_k 0 1 ffn_14_x_k 0=1024 21=0
+BinaryOp mul_193 2 1 ffn_14_sx_0 ffn_14_x_k ffn_14_xk 0=2
+BinaryOp add_191 2 1 ffn_14_xk ffn_14_xx_1 ffn_14_xxk 0=0
+Gemm gemm_ffn_14_key 1 1 ffn_14_xxk ffn_14_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_14 1 1 ffn_14_key ffn_14_key_relu
+UnaryOp square_ffn_14_key_relu 1 1 ffn_14_key_relu ffn_14_key_relu_square 0=4
+Gemm gemm_ffn_14_value 1 1 ffn_14_key_relu_square ffn_14_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_192 2 1 ffn_14_value ffn_14_x_last channel_mixing_14_out 0=0
+Split split_channel_mixing_14_out 1 2 channel_mixing_14_out att_15_x_last att_15_x
+LayerNorm layernorm_30 1 1 att_15_x att_15_xx 0=1024 1=0.00001 2=1
+Split split_att_15_xx 1 3 att_15_xx att_15_xx_0 att_15_xx_1 state_45_out
+BinaryOp sub_30 2 1 state_45_in att_15_xx_0 att_15_sx 0=1
+MemoryData data_att_15_maa 0 1 att_15_maa 0=1024 1=6 21=0
+BinaryOp mul_194 2 1 att_15_sx att_15_maa att_15_maa_x 0=2
+BinaryOp add_193 2 1 att_15_xx_1 att_15_maa_x att_15_maa_rwkvag 0=0
+Slice slice_att_15_maa_rwkvag 1 6 att_15_maa_rwkvag att_15_mr att_15_mw att_15_mk att_15_mv att_15_ma att_15_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_15_mv 1 2 att_15_mv att_15_mv_0 att_15_mv_1
+Gemm gemm_att_15_key 1 1 att_15_mk att_15_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_15_value 1 1 att_15_mv_0 att_15_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_15_receptance 1 1 att_15_mr att_15_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_15_ma_lora_0 1 1 att_15_ma att_15_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_15_ma_lora_1 1 1 att_15_ma_lora_0 att_15_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_15_a0 0 1 att_15_a0 0=1024 21=0
+BinaryOp add_194 2 1 att_15_ma_lora_1 att_15_a0 att_15_ma_lora_2 0=0
+Sigmoid sigmoid_59 1 1 att_15_ma_lora_2 att_15_a
+Split split_att_15_a 1 2 att_15_a att_15_a_0 att_15_a_1
+Gemm gemm_att_15_mg_lora 1 1 att_15_mg att_15_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_60 1 1 att_15_mg_lora att_15_mg_lora_sigmoid
+Gemm gemm_att_15_gate 1 1 att_15_mg_lora_sigmoid att_15_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_15_k_k 0 1 att_15_k_k 0=1024 21=0
+MemoryData data_att_15_k_a 0 1 att_15_k_a 0=1024 21=0
+MemoryData data_att_15_r_k 0 1 att_15_r_k 0=1024 21=0
+Split split_att_15_key 1 2 att_15_key att_15_key_0 att_15_key_1
+BinaryOp mul_195 2 1 att_15_key_0 att_15_k_k att_15_key_k 0=2
+Reshape reshape_180 1 1 att_15_key_k att_15_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_15 1 1 att_15_key_k_reshape att_15_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_181 1 1 att_15_key_k_norm att_15_key_k_norm_reshape 0=1024
+BinaryOp add_195 1 1 att_15_a_0 att_15_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_196 2 1 att_15_a_0_minus att_15_k_a att_15_a_minus1_mulka 0=2
+BinaryOp add_196 1 1 att_15_a_minus1_mulka att_15_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_197 2 1 att_15_a_minus1_mulka_plus1 att_15_key_1 att_15_key_a 0=2
+Split split_att_15_value 1 2 att_15_value att_15_value_0 att_15_value_1
+Split split_v_first_14 1 2 v_first_14 att_15_v_first v_first_15
+BinaryOp minus_14 2 1 att_15_v_first att_15_value_1 att_15_vfirst_minus_value 0=1
+Gemm gemm_att_15_mv_lora_0 1 1 att_15_mv_1 att_15_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_15_mv_lora_1 1 1 att_15_mv_lora_0 att_15_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_15_v0 0 1 att_15_v0 0=1024 21=0
+BinaryOp add_197 2 1 att_15_mv_lora_1 att_15_v0 att_15_mv_lora_2 0=0
+Sigmoid sigmoid_61 1 1 att_15_mv_lora_2 att_15_mv_lora_sigmoid
+BinaryOp mul_198 2 1 att_15_mv_lora_sigmoid att_15_vfirst_minus_value att_15_vfirst_minus_value_mul 0=2
+BinaryOp add_198 2 1 att_15_value_0 att_15_vfirst_minus_value_mul att_15_value_final 0=0
+Gemm gemm_att_15_mw_lora 1 1 att_15_mw att_15_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_15_mw_lora 1 1 att_15_mw_lora att_15_mw_lora_tanh
+Gemm gemm_att_15_mw_lora_tanh_linear 1 1 att_15_mw_lora_tanh att_15_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_15_td 0 1 att_15_td 0=1024 21=0
+BinaryOp add_199 2 1 att_15_mw_lora_tanh_linear att_15_td att_15_time_decay_pre 0=0
+Sigmoid sigmoid_62 1 1 att_15_time_decay_pre att_15_time_decay_sigmoid
+Exp exp_15 1 1 att_15_time_decay_sigmoid att_15_time_decay 1=-0.606531
+Reshape reshape_182 1 1 att_15_time_decay att_15_time_decay_reshape 0=64 1=1 2=16
+Split split_att_15_key_a 1 2 att_15_key_a att_15_key_a_0 att_15_key_a_1
+Reshape reshape_183 1 1 att_15_key_a_0 att_15_key_a_reshape 0=64 1=1 2=16
+Split split_att_15_value_final 1 3 att_15_value_final att_15_value_final_0 att_15_value_final_1 att_15_value_final_2
+Reshape reshape_184 1 1 att_15_value_final_0 att_15_value_final_0_reshape 0=64 1=16
+Reshape reshape_185 1 1 att_15_value_final_1 att_15_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_15_vk 2 1 att_15_value_final_1_reshape att_15_key_a_reshape att_15_vk 0=0
+Split split_att_15_key_k_norm_reshape 1 2 att_15_key_k_norm_reshape att_15_kk_0 att_15_kk_1
+BinaryOp mul_199 1 1 att_15_kk_0 att_15_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_186 1 1 att_15_kk_0_neg att_15_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_200 2 1 att_15_kk_1 att_15_a_1 att_15_kk_a 0=2
+Reshape reshape_187 1 1 att_15_kk_a att_15_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_15_ab 2 1 att_15_kk_0_neg_reshape att_15_kk_a_reshape att_15_ab 0=0
+Split split_state_46_in 1 2 state_46_in att_15_state_prev_0 att_15_state_prev_1
+BinaryOp mul_201 2 1 att_15_state_prev_0 att_15_time_decay_reshape att_15_state_td 0=2
+MatMul matmul_att_15_sab 2 1 att_15_state_prev_1 att_15_ab att_15_sab 0=0
+BinaryOp add_200 2 1 att_15_sab att_15_vk att_15_sab_vk 0=0
+BinaryOp add_201 2 1 att_15_sab_vk att_15_state_td att_15_state_new 0=0
+Split split_att_15_state_new 1 2 att_15_state_new att_15_state_new_0 state_46_out
+Split split_att_15_receptance 1 2 att_15_receptance att_15_receptance_0 att_15_receptance_1
+Reshape reshape_188 1 1 att_15_receptance_0 att_15_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_15_wkv_out 2 1 att_15_state_new_0 att_15_receptance_reshape att_15_wkv_out 0=0
+Reshape reshape_189 1 1 att_15_wkv_out att_15_wkv_out_flatten 0=1024
+GroupNorm groupnorm_15 1 1 att_15_wkv_out_flatten att_15_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_202 2 1 att_15_receptance_1 att_15_key_a_1 att_15_receptance_key_a 0=2
+BinaryOp mul_203 2 1 att_15_receptance_key_a att_15_r_k att_15_rk 0=2
+Reshape reshape_190 1 1 att_15_rk att_15_rk_reshape 0=64 1=16
+Reduction sum_15 1 1 att_15_rk_reshape att_15_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_204 2 1 att_15_value_final_0_reshape att_15_rk_sum att_15_value_final_0_rk 0=2
+Reshape reshape_191 1 1 att_15_value_final_0_rk att_15_value_final_0_rk_reshape 0=1024
+BinaryOp add_202 2 1 att_15_value_final_0_rk_reshape att_15_x_gn att_15_x_gn_rkv 0=0
+BinaryOp mul_205 2 1 att_15_x_gn_rkv att_15_gate att_15_x_gate 0=2
+Gemm gemm_att_15_x_out 1 1 att_15_x_gate att_15_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_203 2 1 att_15_x_out att_15_x_last time_mixing_15_out 0=0
+Split split_time_mixing_15_out 1 2 time_mixing_15_out ffn_15_x_last ffn_15_x
+LayerNorm layernorm_31 1 1 ffn_15_x ffn_15_xx 0=1024 1=0.00001 2=1
+Split split_ffn_15_xx 1 3 ffn_15_xx ffn_15_xx_0 ffn_15_xx_1 state_47_out
+BinaryOp sub_31 2 1 state_47_in ffn_15_xx_0 ffn_15_sx 0=1
+Split split_ffn_15_sx 1 1 ffn_15_sx ffn_15_sx_0
+MemoryData data_ffn_15_x_k 0 1 ffn_15_x_k 0=1024 21=0
+BinaryOp mul_206 2 1 ffn_15_sx_0 ffn_15_x_k ffn_15_xk 0=2
+BinaryOp add_204 2 1 ffn_15_xk ffn_15_xx_1 ffn_15_xxk 0=0
+Gemm gemm_ffn_15_key 1 1 ffn_15_xxk ffn_15_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_15 1 1 ffn_15_key ffn_15_key_relu
+UnaryOp square_ffn_15_key_relu 1 1 ffn_15_key_relu ffn_15_key_relu_square 0=4
+Gemm gemm_ffn_15_value 1 1 ffn_15_key_relu_square ffn_15_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_205 2 1 ffn_15_value ffn_15_x_last channel_mixing_15_out 0=0
+Split split_channel_mixing_15_out 1 2 channel_mixing_15_out att_16_x_last att_16_x
+LayerNorm layernorm_32 1 1 att_16_x att_16_xx 0=1024 1=0.00001 2=1
+Split split_att_16_xx 1 3 att_16_xx att_16_xx_0 att_16_xx_1 state_48_out
+BinaryOp sub_32 2 1 state_48_in att_16_xx_0 att_16_sx 0=1
+MemoryData data_att_16_maa 0 1 att_16_maa 0=1024 1=6 21=0
+BinaryOp mul_207 2 1 att_16_sx att_16_maa att_16_maa_x 0=2
+BinaryOp add_206 2 1 att_16_xx_1 att_16_maa_x att_16_maa_rwkvag 0=0
+Slice slice_att_16_maa_rwkvag 1 6 att_16_maa_rwkvag att_16_mr att_16_mw att_16_mk att_16_mv att_16_ma att_16_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_16_mv 1 2 att_16_mv att_16_mv_0 att_16_mv_1
+Gemm gemm_att_16_key 1 1 att_16_mk att_16_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_16_value 1 1 att_16_mv_0 att_16_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_16_receptance 1 1 att_16_mr att_16_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_16_ma_lora_0 1 1 att_16_ma att_16_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_16_ma_lora_1 1 1 att_16_ma_lora_0 att_16_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_16_a0 0 1 att_16_a0 0=1024 21=0
+BinaryOp add_207 2 1 att_16_ma_lora_1 att_16_a0 att_16_ma_lora_2 0=0
+Sigmoid sigmoid_63 1 1 att_16_ma_lora_2 att_16_a
+Split split_att_16_a 1 2 att_16_a att_16_a_0 att_16_a_1
+Gemm gemm_att_16_mg_lora 1 1 att_16_mg att_16_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_64 1 1 att_16_mg_lora att_16_mg_lora_sigmoid
+Gemm gemm_att_16_gate 1 1 att_16_mg_lora_sigmoid att_16_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_16_k_k 0 1 att_16_k_k 0=1024 21=0
+MemoryData data_att_16_k_a 0 1 att_16_k_a 0=1024 21=0
+MemoryData data_att_16_r_k 0 1 att_16_r_k 0=1024 21=0
+Split split_att_16_key 1 2 att_16_key att_16_key_0 att_16_key_1
+BinaryOp mul_208 2 1 att_16_key_0 att_16_k_k att_16_key_k 0=2
+Reshape reshape_192 1 1 att_16_key_k att_16_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_16 1 1 att_16_key_k_reshape att_16_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_193 1 1 att_16_key_k_norm att_16_key_k_norm_reshape 0=1024
+BinaryOp add_208 1 1 att_16_a_0 att_16_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_209 2 1 att_16_a_0_minus att_16_k_a att_16_a_minus1_mulka 0=2
+BinaryOp add_209 1 1 att_16_a_minus1_mulka att_16_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_210 2 1 att_16_a_minus1_mulka_plus1 att_16_key_1 att_16_key_a 0=2
+Split split_att_16_value 1 2 att_16_value att_16_value_0 att_16_value_1
+Split split_v_first_15 1 2 v_first_15 att_16_v_first v_first_16
+BinaryOp minus_15 2 1 att_16_v_first att_16_value_1 att_16_vfirst_minus_value 0=1
+Gemm gemm_att_16_mv_lora_0 1 1 att_16_mv_1 att_16_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_16_mv_lora_1 1 1 att_16_mv_lora_0 att_16_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_16_v0 0 1 att_16_v0 0=1024 21=0
+BinaryOp add_210 2 1 att_16_mv_lora_1 att_16_v0 att_16_mv_lora_2 0=0
+Sigmoid sigmoid_65 1 1 att_16_mv_lora_2 att_16_mv_lora_sigmoid
+BinaryOp mul_211 2 1 att_16_mv_lora_sigmoid att_16_vfirst_minus_value att_16_vfirst_minus_value_mul 0=2
+BinaryOp add_211 2 1 att_16_value_0 att_16_vfirst_minus_value_mul att_16_value_final 0=0
+Gemm gemm_att_16_mw_lora 1 1 att_16_mw att_16_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_16_mw_lora 1 1 att_16_mw_lora att_16_mw_lora_tanh
+Gemm gemm_att_16_mw_lora_tanh_linear 1 1 att_16_mw_lora_tanh att_16_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_16_td 0 1 att_16_td 0=1024 21=0
+BinaryOp add_212 2 1 att_16_mw_lora_tanh_linear att_16_td att_16_time_decay_pre 0=0
+Sigmoid sigmoid_66 1 1 att_16_time_decay_pre att_16_time_decay_sigmoid
+Exp exp_16 1 1 att_16_time_decay_sigmoid att_16_time_decay 1=-0.606531
+Reshape reshape_194 1 1 att_16_time_decay att_16_time_decay_reshape 0=64 1=1 2=16
+Split split_att_16_key_a 1 2 att_16_key_a att_16_key_a_0 att_16_key_a_1
+Reshape reshape_195 1 1 att_16_key_a_0 att_16_key_a_reshape 0=64 1=1 2=16
+Split split_att_16_value_final 1 3 att_16_value_final att_16_value_final_0 att_16_value_final_1 att_16_value_final_2
+Reshape reshape_196 1 1 att_16_value_final_0 att_16_value_final_0_reshape 0=64 1=16
+Reshape reshape_197 1 1 att_16_value_final_1 att_16_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_16_vk 2 1 att_16_value_final_1_reshape att_16_key_a_reshape att_16_vk 0=0
+Split split_att_16_key_k_norm_reshape 1 2 att_16_key_k_norm_reshape att_16_kk_0 att_16_kk_1
+BinaryOp mul_212 1 1 att_16_kk_0 att_16_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_198 1 1 att_16_kk_0_neg att_16_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_213 2 1 att_16_kk_1 att_16_a_1 att_16_kk_a 0=2
+Reshape reshape_199 1 1 att_16_kk_a att_16_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_16_ab 2 1 att_16_kk_0_neg_reshape att_16_kk_a_reshape att_16_ab 0=0
+Split split_state_49_in 1 2 state_49_in att_16_state_prev_0 att_16_state_prev_1
+BinaryOp mul_214 2 1 att_16_state_prev_0 att_16_time_decay_reshape att_16_state_td 0=2
+MatMul matmul_att_16_sab 2 1 att_16_state_prev_1 att_16_ab att_16_sab 0=0
+BinaryOp add_213 2 1 att_16_sab att_16_vk att_16_sab_vk 0=0
+BinaryOp add_214 2 1 att_16_sab_vk att_16_state_td att_16_state_new 0=0
+Split split_att_16_state_new 1 2 att_16_state_new att_16_state_new_0 state_49_out
+Split split_att_16_receptance 1 2 att_16_receptance att_16_receptance_0 att_16_receptance_1
+Reshape reshape_200 1 1 att_16_receptance_0 att_16_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_16_wkv_out 2 1 att_16_state_new_0 att_16_receptance_reshape att_16_wkv_out 0=0
+Reshape reshape_201 1 1 att_16_wkv_out att_16_wkv_out_flatten 0=1024
+GroupNorm groupnorm_16 1 1 att_16_wkv_out_flatten att_16_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_215 2 1 att_16_receptance_1 att_16_key_a_1 att_16_receptance_key_a 0=2
+BinaryOp mul_216 2 1 att_16_receptance_key_a att_16_r_k att_16_rk 0=2
+Reshape reshape_202 1 1 att_16_rk att_16_rk_reshape 0=64 1=16
+Reduction sum_16 1 1 att_16_rk_reshape att_16_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_217 2 1 att_16_value_final_0_reshape att_16_rk_sum att_16_value_final_0_rk 0=2
+Reshape reshape_203 1 1 att_16_value_final_0_rk att_16_value_final_0_rk_reshape 0=1024
+BinaryOp add_215 2 1 att_16_value_final_0_rk_reshape att_16_x_gn att_16_x_gn_rkv 0=0
+BinaryOp mul_218 2 1 att_16_x_gn_rkv att_16_gate att_16_x_gate 0=2
+Gemm gemm_att_16_x_out 1 1 att_16_x_gate att_16_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_216 2 1 att_16_x_out att_16_x_last time_mixing_16_out 0=0
+Split split_time_mixing_16_out 1 2 time_mixing_16_out ffn_16_x_last ffn_16_x
+LayerNorm layernorm_33 1 1 ffn_16_x ffn_16_xx 0=1024 1=0.00001 2=1
+Split split_ffn_16_xx 1 3 ffn_16_xx ffn_16_xx_0 ffn_16_xx_1 state_50_out
+BinaryOp sub_33 2 1 state_50_in ffn_16_xx_0 ffn_16_sx 0=1
+Split split_ffn_16_sx 1 1 ffn_16_sx ffn_16_sx_0
+MemoryData data_ffn_16_x_k 0 1 ffn_16_x_k 0=1024 21=0
+BinaryOp mul_219 2 1 ffn_16_sx_0 ffn_16_x_k ffn_16_xk 0=2
+BinaryOp add_217 2 1 ffn_16_xk ffn_16_xx_1 ffn_16_xxk 0=0
+Gemm gemm_ffn_16_key 1 1 ffn_16_xxk ffn_16_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_16 1 1 ffn_16_key ffn_16_key_relu
+UnaryOp square_ffn_16_key_relu 1 1 ffn_16_key_relu ffn_16_key_relu_square 0=4
+Gemm gemm_ffn_16_value 1 1 ffn_16_key_relu_square ffn_16_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_218 2 1 ffn_16_value ffn_16_x_last channel_mixing_16_out 0=0
+Split split_channel_mixing_16_out 1 2 channel_mixing_16_out att_17_x_last att_17_x
+LayerNorm layernorm_34 1 1 att_17_x att_17_xx 0=1024 1=0.00001 2=1
+Split split_att_17_xx 1 3 att_17_xx att_17_xx_0 att_17_xx_1 state_51_out
+BinaryOp sub_34 2 1 state_51_in att_17_xx_0 att_17_sx 0=1
+MemoryData data_att_17_maa 0 1 att_17_maa 0=1024 1=6 21=0
+BinaryOp mul_220 2 1 att_17_sx att_17_maa att_17_maa_x 0=2
+BinaryOp add_219 2 1 att_17_xx_1 att_17_maa_x att_17_maa_rwkvag 0=0
+Slice slice_att_17_maa_rwkvag 1 6 att_17_maa_rwkvag att_17_mr att_17_mw att_17_mk att_17_mv att_17_ma att_17_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_17_mv 1 2 att_17_mv att_17_mv_0 att_17_mv_1
+Gemm gemm_att_17_key 1 1 att_17_mk att_17_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_17_value 1 1 att_17_mv_0 att_17_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_17_receptance 1 1 att_17_mr att_17_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_17_ma_lora_0 1 1 att_17_ma att_17_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_17_ma_lora_1 1 1 att_17_ma_lora_0 att_17_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_17_a0 0 1 att_17_a0 0=1024 21=0
+BinaryOp add_220 2 1 att_17_ma_lora_1 att_17_a0 att_17_ma_lora_2 0=0
+Sigmoid sigmoid_67 1 1 att_17_ma_lora_2 att_17_a
+Split split_att_17_a 1 2 att_17_a att_17_a_0 att_17_a_1
+Gemm gemm_att_17_mg_lora 1 1 att_17_mg att_17_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_68 1 1 att_17_mg_lora att_17_mg_lora_sigmoid
+Gemm gemm_att_17_gate 1 1 att_17_mg_lora_sigmoid att_17_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_17_k_k 0 1 att_17_k_k 0=1024 21=0
+MemoryData data_att_17_k_a 0 1 att_17_k_a 0=1024 21=0
+MemoryData data_att_17_r_k 0 1 att_17_r_k 0=1024 21=0
+Split split_att_17_key 1 2 att_17_key att_17_key_0 att_17_key_1
+BinaryOp mul_221 2 1 att_17_key_0 att_17_k_k att_17_key_k 0=2
+Reshape reshape_204 1 1 att_17_key_k att_17_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_17 1 1 att_17_key_k_reshape att_17_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_205 1 1 att_17_key_k_norm att_17_key_k_norm_reshape 0=1024
+BinaryOp add_221 1 1 att_17_a_0 att_17_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_222 2 1 att_17_a_0_minus att_17_k_a att_17_a_minus1_mulka 0=2
+BinaryOp add_222 1 1 att_17_a_minus1_mulka att_17_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_223 2 1 att_17_a_minus1_mulka_plus1 att_17_key_1 att_17_key_a 0=2
+Split split_att_17_value 1 2 att_17_value att_17_value_0 att_17_value_1
+Split split_v_first_16 1 2 v_first_16 att_17_v_first v_first_17
+BinaryOp minus_16 2 1 att_17_v_first att_17_value_1 att_17_vfirst_minus_value 0=1
+Gemm gemm_att_17_mv_lora_0 1 1 att_17_mv_1 att_17_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_17_mv_lora_1 1 1 att_17_mv_lora_0 att_17_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_17_v0 0 1 att_17_v0 0=1024 21=0
+BinaryOp add_223 2 1 att_17_mv_lora_1 att_17_v0 att_17_mv_lora_2 0=0
+Sigmoid sigmoid_69 1 1 att_17_mv_lora_2 att_17_mv_lora_sigmoid
+BinaryOp mul_224 2 1 att_17_mv_lora_sigmoid att_17_vfirst_minus_value att_17_vfirst_minus_value_mul 0=2
+BinaryOp add_224 2 1 att_17_value_0 att_17_vfirst_minus_value_mul att_17_value_final 0=0
+Gemm gemm_att_17_mw_lora 1 1 att_17_mw att_17_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_17_mw_lora 1 1 att_17_mw_lora att_17_mw_lora_tanh
+Gemm gemm_att_17_mw_lora_tanh_linear 1 1 att_17_mw_lora_tanh att_17_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_17_td 0 1 att_17_td 0=1024 21=0
+BinaryOp add_225 2 1 att_17_mw_lora_tanh_linear att_17_td att_17_time_decay_pre 0=0
+Sigmoid sigmoid_70 1 1 att_17_time_decay_pre att_17_time_decay_sigmoid
+Exp exp_17 1 1 att_17_time_decay_sigmoid att_17_time_decay 1=-0.606531
+Reshape reshape_206 1 1 att_17_time_decay att_17_time_decay_reshape 0=64 1=1 2=16
+Split split_att_17_key_a 1 2 att_17_key_a att_17_key_a_0 att_17_key_a_1
+Reshape reshape_207 1 1 att_17_key_a_0 att_17_key_a_reshape 0=64 1=1 2=16
+Split split_att_17_value_final 1 3 att_17_value_final att_17_value_final_0 att_17_value_final_1 att_17_value_final_2
+Reshape reshape_208 1 1 att_17_value_final_0 att_17_value_final_0_reshape 0=64 1=16
+Reshape reshape_209 1 1 att_17_value_final_1 att_17_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_17_vk 2 1 att_17_value_final_1_reshape att_17_key_a_reshape att_17_vk 0=0
+Split split_att_17_key_k_norm_reshape 1 2 att_17_key_k_norm_reshape att_17_kk_0 att_17_kk_1
+BinaryOp mul_225 1 1 att_17_kk_0 att_17_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_210 1 1 att_17_kk_0_neg att_17_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_226 2 1 att_17_kk_1 att_17_a_1 att_17_kk_a 0=2
+Reshape reshape_211 1 1 att_17_kk_a att_17_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_17_ab 2 1 att_17_kk_0_neg_reshape att_17_kk_a_reshape att_17_ab 0=0
+Split split_state_52_in 1 2 state_52_in att_17_state_prev_0 att_17_state_prev_1
+BinaryOp mul_227 2 1 att_17_state_prev_0 att_17_time_decay_reshape att_17_state_td 0=2
+MatMul matmul_att_17_sab 2 1 att_17_state_prev_1 att_17_ab att_17_sab 0=0
+BinaryOp add_226 2 1 att_17_sab att_17_vk att_17_sab_vk 0=0
+BinaryOp add_227 2 1 att_17_sab_vk att_17_state_td att_17_state_new 0=0
+Split split_att_17_state_new 1 2 att_17_state_new att_17_state_new_0 state_52_out
+Split split_att_17_receptance 1 2 att_17_receptance att_17_receptance_0 att_17_receptance_1
+Reshape reshape_212 1 1 att_17_receptance_0 att_17_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_17_wkv_out 2 1 att_17_state_new_0 att_17_receptance_reshape att_17_wkv_out 0=0
+Reshape reshape_213 1 1 att_17_wkv_out att_17_wkv_out_flatten 0=1024
+GroupNorm groupnorm_17 1 1 att_17_wkv_out_flatten att_17_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_228 2 1 att_17_receptance_1 att_17_key_a_1 att_17_receptance_key_a 0=2
+BinaryOp mul_229 2 1 att_17_receptance_key_a att_17_r_k att_17_rk 0=2
+Reshape reshape_214 1 1 att_17_rk att_17_rk_reshape 0=64 1=16
+Reduction sum_17 1 1 att_17_rk_reshape att_17_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_230 2 1 att_17_value_final_0_reshape att_17_rk_sum att_17_value_final_0_rk 0=2
+Reshape reshape_215 1 1 att_17_value_final_0_rk att_17_value_final_0_rk_reshape 0=1024
+BinaryOp add_228 2 1 att_17_value_final_0_rk_reshape att_17_x_gn att_17_x_gn_rkv 0=0
+BinaryOp mul_231 2 1 att_17_x_gn_rkv att_17_gate att_17_x_gate 0=2
+Gemm gemm_att_17_x_out 1 1 att_17_x_gate att_17_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_229 2 1 att_17_x_out att_17_x_last time_mixing_17_out 0=0
+Split split_time_mixing_17_out 1 2 time_mixing_17_out ffn_17_x_last ffn_17_x
+LayerNorm layernorm_35 1 1 ffn_17_x ffn_17_xx 0=1024 1=0.00001 2=1
+Split split_ffn_17_xx 1 3 ffn_17_xx ffn_17_xx_0 ffn_17_xx_1 state_53_out
+BinaryOp sub_35 2 1 state_53_in ffn_17_xx_0 ffn_17_sx 0=1
+Split split_ffn_17_sx 1 1 ffn_17_sx ffn_17_sx_0
+MemoryData data_ffn_17_x_k 0 1 ffn_17_x_k 0=1024 21=0
+BinaryOp mul_232 2 1 ffn_17_sx_0 ffn_17_x_k ffn_17_xk 0=2
+BinaryOp add_230 2 1 ffn_17_xk ffn_17_xx_1 ffn_17_xxk 0=0
+Gemm gemm_ffn_17_key 1 1 ffn_17_xxk ffn_17_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_17 1 1 ffn_17_key ffn_17_key_relu
+UnaryOp square_ffn_17_key_relu 1 1 ffn_17_key_relu ffn_17_key_relu_square 0=4
+Gemm gemm_ffn_17_value 1 1 ffn_17_key_relu_square ffn_17_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_231 2 1 ffn_17_value ffn_17_x_last channel_mixing_17_out 0=0
+Split split_channel_mixing_17_out 1 2 channel_mixing_17_out att_18_x_last att_18_x
+LayerNorm layernorm_36 1 1 att_18_x att_18_xx 0=1024 1=0.00001 2=1
+Split split_att_18_xx 1 3 att_18_xx att_18_xx_0 att_18_xx_1 state_54_out
+BinaryOp sub_36 2 1 state_54_in att_18_xx_0 att_18_sx 0=1
+MemoryData data_att_18_maa 0 1 att_18_maa 0=1024 1=6 21=0
+BinaryOp mul_233 2 1 att_18_sx att_18_maa att_18_maa_x 0=2
+BinaryOp add_232 2 1 att_18_xx_1 att_18_maa_x att_18_maa_rwkvag 0=0
+Slice slice_att_18_maa_rwkvag 1 6 att_18_maa_rwkvag att_18_mr att_18_mw att_18_mk att_18_mv att_18_ma att_18_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_18_mv 1 2 att_18_mv att_18_mv_0 att_18_mv_1
+Gemm gemm_att_18_key 1 1 att_18_mk att_18_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_18_value 1 1 att_18_mv_0 att_18_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_18_receptance 1 1 att_18_mr att_18_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_18_ma_lora_0 1 1 att_18_ma att_18_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_18_ma_lora_1 1 1 att_18_ma_lora_0 att_18_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_18_a0 0 1 att_18_a0 0=1024 21=0
+BinaryOp add_233 2 1 att_18_ma_lora_1 att_18_a0 att_18_ma_lora_2 0=0
+Sigmoid sigmoid_71 1 1 att_18_ma_lora_2 att_18_a
+Split split_att_18_a 1 2 att_18_a att_18_a_0 att_18_a_1
+Gemm gemm_att_18_mg_lora 1 1 att_18_mg att_18_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_72 1 1 att_18_mg_lora att_18_mg_lora_sigmoid
+Gemm gemm_att_18_gate 1 1 att_18_mg_lora_sigmoid att_18_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_18_k_k 0 1 att_18_k_k 0=1024 21=0
+MemoryData data_att_18_k_a 0 1 att_18_k_a 0=1024 21=0
+MemoryData data_att_18_r_k 0 1 att_18_r_k 0=1024 21=0
+Split split_att_18_key 1 2 att_18_key att_18_key_0 att_18_key_1
+BinaryOp mul_234 2 1 att_18_key_0 att_18_k_k att_18_key_k 0=2
+Reshape reshape_216 1 1 att_18_key_k att_18_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_18 1 1 att_18_key_k_reshape att_18_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_217 1 1 att_18_key_k_norm att_18_key_k_norm_reshape 0=1024
+BinaryOp add_234 1 1 att_18_a_0 att_18_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_235 2 1 att_18_a_0_minus att_18_k_a att_18_a_minus1_mulka 0=2
+BinaryOp add_235 1 1 att_18_a_minus1_mulka att_18_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_236 2 1 att_18_a_minus1_mulka_plus1 att_18_key_1 att_18_key_a 0=2
+Split split_att_18_value 1 2 att_18_value att_18_value_0 att_18_value_1
+Split split_v_first_17 1 2 v_first_17 att_18_v_first v_first_18
+BinaryOp minus_17 2 1 att_18_v_first att_18_value_1 att_18_vfirst_minus_value 0=1
+Gemm gemm_att_18_mv_lora_0 1 1 att_18_mv_1 att_18_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_18_mv_lora_1 1 1 att_18_mv_lora_0 att_18_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_18_v0 0 1 att_18_v0 0=1024 21=0
+BinaryOp add_236 2 1 att_18_mv_lora_1 att_18_v0 att_18_mv_lora_2 0=0
+Sigmoid sigmoid_73 1 1 att_18_mv_lora_2 att_18_mv_lora_sigmoid
+BinaryOp mul_237 2 1 att_18_mv_lora_sigmoid att_18_vfirst_minus_value att_18_vfirst_minus_value_mul 0=2
+BinaryOp add_237 2 1 att_18_value_0 att_18_vfirst_minus_value_mul att_18_value_final 0=0
+Gemm gemm_att_18_mw_lora 1 1 att_18_mw att_18_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_18_mw_lora 1 1 att_18_mw_lora att_18_mw_lora_tanh
+Gemm gemm_att_18_mw_lora_tanh_linear 1 1 att_18_mw_lora_tanh att_18_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_18_td 0 1 att_18_td 0=1024 21=0
+BinaryOp add_238 2 1 att_18_mw_lora_tanh_linear att_18_td att_18_time_decay_pre 0=0
+Sigmoid sigmoid_74 1 1 att_18_time_decay_pre att_18_time_decay_sigmoid
+Exp exp_18 1 1 att_18_time_decay_sigmoid att_18_time_decay 1=-0.606531
+Reshape reshape_218 1 1 att_18_time_decay att_18_time_decay_reshape 0=64 1=1 2=16
+Split split_att_18_key_a 1 2 att_18_key_a att_18_key_a_0 att_18_key_a_1
+Reshape reshape_219 1 1 att_18_key_a_0 att_18_key_a_reshape 0=64 1=1 2=16
+Split split_att_18_value_final 1 3 att_18_value_final att_18_value_final_0 att_18_value_final_1 att_18_value_final_2
+Reshape reshape_220 1 1 att_18_value_final_0 att_18_value_final_0_reshape 0=64 1=16
+Reshape reshape_221 1 1 att_18_value_final_1 att_18_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_18_vk 2 1 att_18_value_final_1_reshape att_18_key_a_reshape att_18_vk 0=0
+Split split_att_18_key_k_norm_reshape 1 2 att_18_key_k_norm_reshape att_18_kk_0 att_18_kk_1
+BinaryOp mul_238 1 1 att_18_kk_0 att_18_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_222 1 1 att_18_kk_0_neg att_18_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_239 2 1 att_18_kk_1 att_18_a_1 att_18_kk_a 0=2
+Reshape reshape_223 1 1 att_18_kk_a att_18_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_18_ab 2 1 att_18_kk_0_neg_reshape att_18_kk_a_reshape att_18_ab 0=0
+Split split_state_55_in 1 2 state_55_in att_18_state_prev_0 att_18_state_prev_1
+BinaryOp mul_240 2 1 att_18_state_prev_0 att_18_time_decay_reshape att_18_state_td 0=2
+MatMul matmul_att_18_sab 2 1 att_18_state_prev_1 att_18_ab att_18_sab 0=0
+BinaryOp add_239 2 1 att_18_sab att_18_vk att_18_sab_vk 0=0
+BinaryOp add_240 2 1 att_18_sab_vk att_18_state_td att_18_state_new 0=0
+Split split_att_18_state_new 1 2 att_18_state_new att_18_state_new_0 state_55_out
+Split split_att_18_receptance 1 2 att_18_receptance att_18_receptance_0 att_18_receptance_1
+Reshape reshape_224 1 1 att_18_receptance_0 att_18_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_18_wkv_out 2 1 att_18_state_new_0 att_18_receptance_reshape att_18_wkv_out 0=0
+Reshape reshape_225 1 1 att_18_wkv_out att_18_wkv_out_flatten 0=1024
+GroupNorm groupnorm_18 1 1 att_18_wkv_out_flatten att_18_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_241 2 1 att_18_receptance_1 att_18_key_a_1 att_18_receptance_key_a 0=2
+BinaryOp mul_242 2 1 att_18_receptance_key_a att_18_r_k att_18_rk 0=2
+Reshape reshape_226 1 1 att_18_rk att_18_rk_reshape 0=64 1=16
+Reduction sum_18 1 1 att_18_rk_reshape att_18_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_243 2 1 att_18_value_final_0_reshape att_18_rk_sum att_18_value_final_0_rk 0=2
+Reshape reshape_227 1 1 att_18_value_final_0_rk att_18_value_final_0_rk_reshape 0=1024
+BinaryOp add_241 2 1 att_18_value_final_0_rk_reshape att_18_x_gn att_18_x_gn_rkv 0=0
+BinaryOp mul_244 2 1 att_18_x_gn_rkv att_18_gate att_18_x_gate 0=2
+Gemm gemm_att_18_x_out 1 1 att_18_x_gate att_18_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_242 2 1 att_18_x_out att_18_x_last time_mixing_18_out 0=0
+Split split_time_mixing_18_out 1 2 time_mixing_18_out ffn_18_x_last ffn_18_x
+LayerNorm layernorm_37 1 1 ffn_18_x ffn_18_xx 0=1024 1=0.00001 2=1
+Split split_ffn_18_xx 1 3 ffn_18_xx ffn_18_xx_0 ffn_18_xx_1 state_56_out
+BinaryOp sub_37 2 1 state_56_in ffn_18_xx_0 ffn_18_sx 0=1
+Split split_ffn_18_sx 1 1 ffn_18_sx ffn_18_sx_0
+MemoryData data_ffn_18_x_k 0 1 ffn_18_x_k 0=1024 21=0
+BinaryOp mul_245 2 1 ffn_18_sx_0 ffn_18_x_k ffn_18_xk 0=2
+BinaryOp add_243 2 1 ffn_18_xk ffn_18_xx_1 ffn_18_xxk 0=0
+Gemm gemm_ffn_18_key 1 1 ffn_18_xxk ffn_18_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_18 1 1 ffn_18_key ffn_18_key_relu
+UnaryOp square_ffn_18_key_relu 1 1 ffn_18_key_relu ffn_18_key_relu_square 0=4
+Gemm gemm_ffn_18_value 1 1 ffn_18_key_relu_square ffn_18_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_244 2 1 ffn_18_value ffn_18_x_last channel_mixing_18_out 0=0
+Split split_channel_mixing_18_out 1 2 channel_mixing_18_out att_19_x_last att_19_x
+LayerNorm layernorm_38 1 1 att_19_x att_19_xx 0=1024 1=0.00001 2=1
+Split split_att_19_xx 1 3 att_19_xx att_19_xx_0 att_19_xx_1 state_57_out
+BinaryOp sub_38 2 1 state_57_in att_19_xx_0 att_19_sx 0=1
+MemoryData data_att_19_maa 0 1 att_19_maa 0=1024 1=6 21=0
+BinaryOp mul_246 2 1 att_19_sx att_19_maa att_19_maa_x 0=2
+BinaryOp add_245 2 1 att_19_xx_1 att_19_maa_x att_19_maa_rwkvag 0=0
+Slice slice_att_19_maa_rwkvag 1 6 att_19_maa_rwkvag att_19_mr att_19_mw att_19_mk att_19_mv att_19_ma att_19_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_19_mv 1 2 att_19_mv att_19_mv_0 att_19_mv_1
+Gemm gemm_att_19_key 1 1 att_19_mk att_19_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_19_value 1 1 att_19_mv_0 att_19_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_19_receptance 1 1 att_19_mr att_19_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_19_ma_lora_0 1 1 att_19_ma att_19_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_19_ma_lora_1 1 1 att_19_ma_lora_0 att_19_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_19_a0 0 1 att_19_a0 0=1024 21=0
+BinaryOp add_246 2 1 att_19_ma_lora_1 att_19_a0 att_19_ma_lora_2 0=0
+Sigmoid sigmoid_75 1 1 att_19_ma_lora_2 att_19_a
+Split split_att_19_a 1 2 att_19_a att_19_a_0 att_19_a_1
+Gemm gemm_att_19_mg_lora 1 1 att_19_mg att_19_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_76 1 1 att_19_mg_lora att_19_mg_lora_sigmoid
+Gemm gemm_att_19_gate 1 1 att_19_mg_lora_sigmoid att_19_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_19_k_k 0 1 att_19_k_k 0=1024 21=0
+MemoryData data_att_19_k_a 0 1 att_19_k_a 0=1024 21=0
+MemoryData data_att_19_r_k 0 1 att_19_r_k 0=1024 21=0
+Split split_att_19_key 1 2 att_19_key att_19_key_0 att_19_key_1
+BinaryOp mul_247 2 1 att_19_key_0 att_19_k_k att_19_key_k 0=2
+Reshape reshape_228 1 1 att_19_key_k att_19_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_19 1 1 att_19_key_k_reshape att_19_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_229 1 1 att_19_key_k_norm att_19_key_k_norm_reshape 0=1024
+BinaryOp add_247 1 1 att_19_a_0 att_19_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_248 2 1 att_19_a_0_minus att_19_k_a att_19_a_minus1_mulka 0=2
+BinaryOp add_248 1 1 att_19_a_minus1_mulka att_19_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_249 2 1 att_19_a_minus1_mulka_plus1 att_19_key_1 att_19_key_a 0=2
+Split split_att_19_value 1 2 att_19_value att_19_value_0 att_19_value_1
+Split split_v_first_18 1 2 v_first_18 att_19_v_first v_first_19
+BinaryOp minus_18 2 1 att_19_v_first att_19_value_1 att_19_vfirst_minus_value 0=1
+Gemm gemm_att_19_mv_lora_0 1 1 att_19_mv_1 att_19_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_19_mv_lora_1 1 1 att_19_mv_lora_0 att_19_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_19_v0 0 1 att_19_v0 0=1024 21=0
+BinaryOp add_249 2 1 att_19_mv_lora_1 att_19_v0 att_19_mv_lora_2 0=0
+Sigmoid sigmoid_77 1 1 att_19_mv_lora_2 att_19_mv_lora_sigmoid
+BinaryOp mul_250 2 1 att_19_mv_lora_sigmoid att_19_vfirst_minus_value att_19_vfirst_minus_value_mul 0=2
+BinaryOp add_250 2 1 att_19_value_0 att_19_vfirst_minus_value_mul att_19_value_final 0=0
+Gemm gemm_att_19_mw_lora 1 1 att_19_mw att_19_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_19_mw_lora 1 1 att_19_mw_lora att_19_mw_lora_tanh
+Gemm gemm_att_19_mw_lora_tanh_linear 1 1 att_19_mw_lora_tanh att_19_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_19_td 0 1 att_19_td 0=1024 21=0
+BinaryOp add_251 2 1 att_19_mw_lora_tanh_linear att_19_td att_19_time_decay_pre 0=0
+Sigmoid sigmoid_78 1 1 att_19_time_decay_pre att_19_time_decay_sigmoid
+Exp exp_19 1 1 att_19_time_decay_sigmoid att_19_time_decay 1=-0.606531
+Reshape reshape_230 1 1 att_19_time_decay att_19_time_decay_reshape 0=64 1=1 2=16
+Split split_att_19_key_a 1 2 att_19_key_a att_19_key_a_0 att_19_key_a_1
+Reshape reshape_231 1 1 att_19_key_a_0 att_19_key_a_reshape 0=64 1=1 2=16
+Split split_att_19_value_final 1 3 att_19_value_final att_19_value_final_0 att_19_value_final_1 att_19_value_final_2
+Reshape reshape_232 1 1 att_19_value_final_0 att_19_value_final_0_reshape 0=64 1=16
+Reshape reshape_233 1 1 att_19_value_final_1 att_19_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_19_vk 2 1 att_19_value_final_1_reshape att_19_key_a_reshape att_19_vk 0=0
+Split split_att_19_key_k_norm_reshape 1 2 att_19_key_k_norm_reshape att_19_kk_0 att_19_kk_1
+BinaryOp mul_251 1 1 att_19_kk_0 att_19_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_234 1 1 att_19_kk_0_neg att_19_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_252 2 1 att_19_kk_1 att_19_a_1 att_19_kk_a 0=2
+Reshape reshape_235 1 1 att_19_kk_a att_19_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_19_ab 2 1 att_19_kk_0_neg_reshape att_19_kk_a_reshape att_19_ab 0=0
+Split split_state_58_in 1 2 state_58_in att_19_state_prev_0 att_19_state_prev_1
+BinaryOp mul_253 2 1 att_19_state_prev_0 att_19_time_decay_reshape att_19_state_td 0=2
+MatMul matmul_att_19_sab 2 1 att_19_state_prev_1 att_19_ab att_19_sab 0=0
+BinaryOp add_252 2 1 att_19_sab att_19_vk att_19_sab_vk 0=0
+BinaryOp add_253 2 1 att_19_sab_vk att_19_state_td att_19_state_new 0=0
+Split split_att_19_state_new 1 2 att_19_state_new att_19_state_new_0 state_58_out
+Split split_att_19_receptance 1 2 att_19_receptance att_19_receptance_0 att_19_receptance_1
+Reshape reshape_236 1 1 att_19_receptance_0 att_19_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_19_wkv_out 2 1 att_19_state_new_0 att_19_receptance_reshape att_19_wkv_out 0=0
+Reshape reshape_237 1 1 att_19_wkv_out att_19_wkv_out_flatten 0=1024
+GroupNorm groupnorm_19 1 1 att_19_wkv_out_flatten att_19_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_254 2 1 att_19_receptance_1 att_19_key_a_1 att_19_receptance_key_a 0=2
+BinaryOp mul_255 2 1 att_19_receptance_key_a att_19_r_k att_19_rk 0=2
+Reshape reshape_238 1 1 att_19_rk att_19_rk_reshape 0=64 1=16
+Reduction sum_19 1 1 att_19_rk_reshape att_19_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_256 2 1 att_19_value_final_0_reshape att_19_rk_sum att_19_value_final_0_rk 0=2
+Reshape reshape_239 1 1 att_19_value_final_0_rk att_19_value_final_0_rk_reshape 0=1024
+BinaryOp add_254 2 1 att_19_value_final_0_rk_reshape att_19_x_gn att_19_x_gn_rkv 0=0
+BinaryOp mul_257 2 1 att_19_x_gn_rkv att_19_gate att_19_x_gate 0=2
+Gemm gemm_att_19_x_out 1 1 att_19_x_gate att_19_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_255 2 1 att_19_x_out att_19_x_last time_mixing_19_out 0=0
+Split split_time_mixing_19_out 1 2 time_mixing_19_out ffn_19_x_last ffn_19_x
+LayerNorm layernorm_39 1 1 ffn_19_x ffn_19_xx 0=1024 1=0.00001 2=1
+Split split_ffn_19_xx 1 3 ffn_19_xx ffn_19_xx_0 ffn_19_xx_1 state_59_out
+BinaryOp sub_39 2 1 state_59_in ffn_19_xx_0 ffn_19_sx 0=1
+Split split_ffn_19_sx 1 1 ffn_19_sx ffn_19_sx_0
+MemoryData data_ffn_19_x_k 0 1 ffn_19_x_k 0=1024 21=0
+BinaryOp mul_258 2 1 ffn_19_sx_0 ffn_19_x_k ffn_19_xk 0=2
+BinaryOp add_256 2 1 ffn_19_xk ffn_19_xx_1 ffn_19_xxk 0=0
+Gemm gemm_ffn_19_key 1 1 ffn_19_xxk ffn_19_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_19 1 1 ffn_19_key ffn_19_key_relu
+UnaryOp square_ffn_19_key_relu 1 1 ffn_19_key_relu ffn_19_key_relu_square 0=4
+Gemm gemm_ffn_19_value 1 1 ffn_19_key_relu_square ffn_19_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_257 2 1 ffn_19_value ffn_19_x_last channel_mixing_19_out 0=0
+Split split_channel_mixing_19_out 1 2 channel_mixing_19_out att_20_x_last att_20_x
+LayerNorm layernorm_40 1 1 att_20_x att_20_xx 0=1024 1=0.00001 2=1
+Split split_att_20_xx 1 3 att_20_xx att_20_xx_0 att_20_xx_1 state_60_out
+BinaryOp sub_40 2 1 state_60_in att_20_xx_0 att_20_sx 0=1
+MemoryData data_att_20_maa 0 1 att_20_maa 0=1024 1=6 21=0
+BinaryOp mul_259 2 1 att_20_sx att_20_maa att_20_maa_x 0=2
+BinaryOp add_258 2 1 att_20_xx_1 att_20_maa_x att_20_maa_rwkvag 0=0
+Slice slice_att_20_maa_rwkvag 1 6 att_20_maa_rwkvag att_20_mr att_20_mw att_20_mk att_20_mv att_20_ma att_20_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_20_mv 1 2 att_20_mv att_20_mv_0 att_20_mv_1
+Gemm gemm_att_20_key 1 1 att_20_mk att_20_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_20_value 1 1 att_20_mv_0 att_20_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_20_receptance 1 1 att_20_mr att_20_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_20_ma_lora_0 1 1 att_20_ma att_20_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_20_ma_lora_1 1 1 att_20_ma_lora_0 att_20_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_20_a0 0 1 att_20_a0 0=1024 21=0
+BinaryOp add_259 2 1 att_20_ma_lora_1 att_20_a0 att_20_ma_lora_2 0=0
+Sigmoid sigmoid_79 1 1 att_20_ma_lora_2 att_20_a
+Split split_att_20_a 1 2 att_20_a att_20_a_0 att_20_a_1
+Gemm gemm_att_20_mg_lora 1 1 att_20_mg att_20_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_80 1 1 att_20_mg_lora att_20_mg_lora_sigmoid
+Gemm gemm_att_20_gate 1 1 att_20_mg_lora_sigmoid att_20_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_20_k_k 0 1 att_20_k_k 0=1024 21=0
+MemoryData data_att_20_k_a 0 1 att_20_k_a 0=1024 21=0
+MemoryData data_att_20_r_k 0 1 att_20_r_k 0=1024 21=0
+Split split_att_20_key 1 2 att_20_key att_20_key_0 att_20_key_1
+BinaryOp mul_260 2 1 att_20_key_0 att_20_k_k att_20_key_k 0=2
+Reshape reshape_240 1 1 att_20_key_k att_20_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_20 1 1 att_20_key_k_reshape att_20_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_241 1 1 att_20_key_k_norm att_20_key_k_norm_reshape 0=1024
+BinaryOp add_260 1 1 att_20_a_0 att_20_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_261 2 1 att_20_a_0_minus att_20_k_a att_20_a_minus1_mulka 0=2
+BinaryOp add_261 1 1 att_20_a_minus1_mulka att_20_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_262 2 1 att_20_a_minus1_mulka_plus1 att_20_key_1 att_20_key_a 0=2
+Split split_att_20_value 1 2 att_20_value att_20_value_0 att_20_value_1
+Split split_v_first_19 1 2 v_first_19 att_20_v_first v_first_20
+BinaryOp minus_19 2 1 att_20_v_first att_20_value_1 att_20_vfirst_minus_value 0=1
+Gemm gemm_att_20_mv_lora_0 1 1 att_20_mv_1 att_20_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_20_mv_lora_1 1 1 att_20_mv_lora_0 att_20_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_20_v0 0 1 att_20_v0 0=1024 21=0
+BinaryOp add_262 2 1 att_20_mv_lora_1 att_20_v0 att_20_mv_lora_2 0=0
+Sigmoid sigmoid_81 1 1 att_20_mv_lora_2 att_20_mv_lora_sigmoid
+BinaryOp mul_263 2 1 att_20_mv_lora_sigmoid att_20_vfirst_minus_value att_20_vfirst_minus_value_mul 0=2
+BinaryOp add_263 2 1 att_20_value_0 att_20_vfirst_minus_value_mul att_20_value_final 0=0
+Gemm gemm_att_20_mw_lora 1 1 att_20_mw att_20_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_20_mw_lora 1 1 att_20_mw_lora att_20_mw_lora_tanh
+Gemm gemm_att_20_mw_lora_tanh_linear 1 1 att_20_mw_lora_tanh att_20_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_20_td 0 1 att_20_td 0=1024 21=0
+BinaryOp add_264 2 1 att_20_mw_lora_tanh_linear att_20_td att_20_time_decay_pre 0=0
+Sigmoid sigmoid_82 1 1 att_20_time_decay_pre att_20_time_decay_sigmoid
+Exp exp_20 1 1 att_20_time_decay_sigmoid att_20_time_decay 1=-0.606531
+Reshape reshape_242 1 1 att_20_time_decay att_20_time_decay_reshape 0=64 1=1 2=16
+Split split_att_20_key_a 1 2 att_20_key_a att_20_key_a_0 att_20_key_a_1
+Reshape reshape_243 1 1 att_20_key_a_0 att_20_key_a_reshape 0=64 1=1 2=16
+Split split_att_20_value_final 1 3 att_20_value_final att_20_value_final_0 att_20_value_final_1 att_20_value_final_2
+Reshape reshape_244 1 1 att_20_value_final_0 att_20_value_final_0_reshape 0=64 1=16
+Reshape reshape_245 1 1 att_20_value_final_1 att_20_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_20_vk 2 1 att_20_value_final_1_reshape att_20_key_a_reshape att_20_vk 0=0
+Split split_att_20_key_k_norm_reshape 1 2 att_20_key_k_norm_reshape att_20_kk_0 att_20_kk_1
+BinaryOp mul_264 1 1 att_20_kk_0 att_20_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_246 1 1 att_20_kk_0_neg att_20_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_265 2 1 att_20_kk_1 att_20_a_1 att_20_kk_a 0=2
+Reshape reshape_247 1 1 att_20_kk_a att_20_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_20_ab 2 1 att_20_kk_0_neg_reshape att_20_kk_a_reshape att_20_ab 0=0
+Split split_state_61_in 1 2 state_61_in att_20_state_prev_0 att_20_state_prev_1
+BinaryOp mul_266 2 1 att_20_state_prev_0 att_20_time_decay_reshape att_20_state_td 0=2
+MatMul matmul_att_20_sab 2 1 att_20_state_prev_1 att_20_ab att_20_sab 0=0
+BinaryOp add_265 2 1 att_20_sab att_20_vk att_20_sab_vk 0=0
+BinaryOp add_266 2 1 att_20_sab_vk att_20_state_td att_20_state_new 0=0
+Split split_att_20_state_new 1 2 att_20_state_new att_20_state_new_0 state_61_out
+Split split_att_20_receptance 1 2 att_20_receptance att_20_receptance_0 att_20_receptance_1
+Reshape reshape_248 1 1 att_20_receptance_0 att_20_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_20_wkv_out 2 1 att_20_state_new_0 att_20_receptance_reshape att_20_wkv_out 0=0
+Reshape reshape_249 1 1 att_20_wkv_out att_20_wkv_out_flatten 0=1024
+GroupNorm groupnorm_20 1 1 att_20_wkv_out_flatten att_20_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_267 2 1 att_20_receptance_1 att_20_key_a_1 att_20_receptance_key_a 0=2
+BinaryOp mul_268 2 1 att_20_receptance_key_a att_20_r_k att_20_rk 0=2
+Reshape reshape_250 1 1 att_20_rk att_20_rk_reshape 0=64 1=16
+Reduction sum_20 1 1 att_20_rk_reshape att_20_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_269 2 1 att_20_value_final_0_reshape att_20_rk_sum att_20_value_final_0_rk 0=2
+Reshape reshape_251 1 1 att_20_value_final_0_rk att_20_value_final_0_rk_reshape 0=1024
+BinaryOp add_267 2 1 att_20_value_final_0_rk_reshape att_20_x_gn att_20_x_gn_rkv 0=0
+BinaryOp mul_270 2 1 att_20_x_gn_rkv att_20_gate att_20_x_gate 0=2
+Gemm gemm_att_20_x_out 1 1 att_20_x_gate att_20_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_268 2 1 att_20_x_out att_20_x_last time_mixing_20_out 0=0
+Split split_time_mixing_20_out 1 2 time_mixing_20_out ffn_20_x_last ffn_20_x
+LayerNorm layernorm_41 1 1 ffn_20_x ffn_20_xx 0=1024 1=0.00001 2=1
+Split split_ffn_20_xx 1 3 ffn_20_xx ffn_20_xx_0 ffn_20_xx_1 state_62_out
+BinaryOp sub_41 2 1 state_62_in ffn_20_xx_0 ffn_20_sx 0=1
+Split split_ffn_20_sx 1 1 ffn_20_sx ffn_20_sx_0
+MemoryData data_ffn_20_x_k 0 1 ffn_20_x_k 0=1024 21=0
+BinaryOp mul_271 2 1 ffn_20_sx_0 ffn_20_x_k ffn_20_xk 0=2
+BinaryOp add_269 2 1 ffn_20_xk ffn_20_xx_1 ffn_20_xxk 0=0
+Gemm gemm_ffn_20_key 1 1 ffn_20_xxk ffn_20_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_20 1 1 ffn_20_key ffn_20_key_relu
+UnaryOp square_ffn_20_key_relu 1 1 ffn_20_key_relu ffn_20_key_relu_square 0=4
+Gemm gemm_ffn_20_value 1 1 ffn_20_key_relu_square ffn_20_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_270 2 1 ffn_20_value ffn_20_x_last channel_mixing_20_out 0=0
+Split split_channel_mixing_20_out 1 2 channel_mixing_20_out att_21_x_last att_21_x
+LayerNorm layernorm_42 1 1 att_21_x att_21_xx 0=1024 1=0.00001 2=1
+Split split_att_21_xx 1 3 att_21_xx att_21_xx_0 att_21_xx_1 state_63_out
+BinaryOp sub_42 2 1 state_63_in att_21_xx_0 att_21_sx 0=1
+MemoryData data_att_21_maa 0 1 att_21_maa 0=1024 1=6 21=0
+BinaryOp mul_272 2 1 att_21_sx att_21_maa att_21_maa_x 0=2
+BinaryOp add_271 2 1 att_21_xx_1 att_21_maa_x att_21_maa_rwkvag 0=0
+Slice slice_att_21_maa_rwkvag 1 6 att_21_maa_rwkvag att_21_mr att_21_mw att_21_mk att_21_mv att_21_ma att_21_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_21_mv 1 2 att_21_mv att_21_mv_0 att_21_mv_1
+Gemm gemm_att_21_key 1 1 att_21_mk att_21_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_21_value 1 1 att_21_mv_0 att_21_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_21_receptance 1 1 att_21_mr att_21_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_21_ma_lora_0 1 1 att_21_ma att_21_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_21_ma_lora_1 1 1 att_21_ma_lora_0 att_21_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_21_a0 0 1 att_21_a0 0=1024 21=0
+BinaryOp add_272 2 1 att_21_ma_lora_1 att_21_a0 att_21_ma_lora_2 0=0
+Sigmoid sigmoid_83 1 1 att_21_ma_lora_2 att_21_a
+Split split_att_21_a 1 2 att_21_a att_21_a_0 att_21_a_1
+Gemm gemm_att_21_mg_lora 1 1 att_21_mg att_21_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_84 1 1 att_21_mg_lora att_21_mg_lora_sigmoid
+Gemm gemm_att_21_gate 1 1 att_21_mg_lora_sigmoid att_21_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_21_k_k 0 1 att_21_k_k 0=1024 21=0
+MemoryData data_att_21_k_a 0 1 att_21_k_a 0=1024 21=0
+MemoryData data_att_21_r_k 0 1 att_21_r_k 0=1024 21=0
+Split split_att_21_key 1 2 att_21_key att_21_key_0 att_21_key_1
+BinaryOp mul_273 2 1 att_21_key_0 att_21_k_k att_21_key_k 0=2
+Reshape reshape_252 1 1 att_21_key_k att_21_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_21 1 1 att_21_key_k_reshape att_21_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_253 1 1 att_21_key_k_norm att_21_key_k_norm_reshape 0=1024
+BinaryOp add_273 1 1 att_21_a_0 att_21_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_274 2 1 att_21_a_0_minus att_21_k_a att_21_a_minus1_mulka 0=2
+BinaryOp add_274 1 1 att_21_a_minus1_mulka att_21_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_275 2 1 att_21_a_minus1_mulka_plus1 att_21_key_1 att_21_key_a 0=2
+Split split_att_21_value 1 2 att_21_value att_21_value_0 att_21_value_1
+Split split_v_first_20 1 2 v_first_20 att_21_v_first v_first_21
+BinaryOp minus_20 2 1 att_21_v_first att_21_value_1 att_21_vfirst_minus_value 0=1
+Gemm gemm_att_21_mv_lora_0 1 1 att_21_mv_1 att_21_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_21_mv_lora_1 1 1 att_21_mv_lora_0 att_21_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_21_v0 0 1 att_21_v0 0=1024 21=0
+BinaryOp add_275 2 1 att_21_mv_lora_1 att_21_v0 att_21_mv_lora_2 0=0
+Sigmoid sigmoid_85 1 1 att_21_mv_lora_2 att_21_mv_lora_sigmoid
+BinaryOp mul_276 2 1 att_21_mv_lora_sigmoid att_21_vfirst_minus_value att_21_vfirst_minus_value_mul 0=2
+BinaryOp add_276 2 1 att_21_value_0 att_21_vfirst_minus_value_mul att_21_value_final 0=0
+Gemm gemm_att_21_mw_lora 1 1 att_21_mw att_21_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_21_mw_lora 1 1 att_21_mw_lora att_21_mw_lora_tanh
+Gemm gemm_att_21_mw_lora_tanh_linear 1 1 att_21_mw_lora_tanh att_21_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_21_td 0 1 att_21_td 0=1024 21=0
+BinaryOp add_277 2 1 att_21_mw_lora_tanh_linear att_21_td att_21_time_decay_pre 0=0
+Sigmoid sigmoid_86 1 1 att_21_time_decay_pre att_21_time_decay_sigmoid
+Exp exp_21 1 1 att_21_time_decay_sigmoid att_21_time_decay 1=-0.606531
+Reshape reshape_254 1 1 att_21_time_decay att_21_time_decay_reshape 0=64 1=1 2=16
+Split split_att_21_key_a 1 2 att_21_key_a att_21_key_a_0 att_21_key_a_1
+Reshape reshape_255 1 1 att_21_key_a_0 att_21_key_a_reshape 0=64 1=1 2=16
+Split split_att_21_value_final 1 3 att_21_value_final att_21_value_final_0 att_21_value_final_1 att_21_value_final_2
+Reshape reshape_256 1 1 att_21_value_final_0 att_21_value_final_0_reshape 0=64 1=16
+Reshape reshape_257 1 1 att_21_value_final_1 att_21_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_21_vk 2 1 att_21_value_final_1_reshape att_21_key_a_reshape att_21_vk 0=0
+Split split_att_21_key_k_norm_reshape 1 2 att_21_key_k_norm_reshape att_21_kk_0 att_21_kk_1
+BinaryOp mul_277 1 1 att_21_kk_0 att_21_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_258 1 1 att_21_kk_0_neg att_21_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_278 2 1 att_21_kk_1 att_21_a_1 att_21_kk_a 0=2
+Reshape reshape_259 1 1 att_21_kk_a att_21_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_21_ab 2 1 att_21_kk_0_neg_reshape att_21_kk_a_reshape att_21_ab 0=0
+Split split_state_64_in 1 2 state_64_in att_21_state_prev_0 att_21_state_prev_1
+BinaryOp mul_279 2 1 att_21_state_prev_0 att_21_time_decay_reshape att_21_state_td 0=2
+MatMul matmul_att_21_sab 2 1 att_21_state_prev_1 att_21_ab att_21_sab 0=0
+BinaryOp add_278 2 1 att_21_sab att_21_vk att_21_sab_vk 0=0
+BinaryOp add_279 2 1 att_21_sab_vk att_21_state_td att_21_state_new 0=0
+Split split_att_21_state_new 1 2 att_21_state_new att_21_state_new_0 state_64_out
+Split split_att_21_receptance 1 2 att_21_receptance att_21_receptance_0 att_21_receptance_1
+Reshape reshape_260 1 1 att_21_receptance_0 att_21_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_21_wkv_out 2 1 att_21_state_new_0 att_21_receptance_reshape att_21_wkv_out 0=0
+Reshape reshape_261 1 1 att_21_wkv_out att_21_wkv_out_flatten 0=1024
+GroupNorm groupnorm_21 1 1 att_21_wkv_out_flatten att_21_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_280 2 1 att_21_receptance_1 att_21_key_a_1 att_21_receptance_key_a 0=2
+BinaryOp mul_281 2 1 att_21_receptance_key_a att_21_r_k att_21_rk 0=2
+Reshape reshape_262 1 1 att_21_rk att_21_rk_reshape 0=64 1=16
+Reduction sum_21 1 1 att_21_rk_reshape att_21_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_282 2 1 att_21_value_final_0_reshape att_21_rk_sum att_21_value_final_0_rk 0=2
+Reshape reshape_263 1 1 att_21_value_final_0_rk att_21_value_final_0_rk_reshape 0=1024
+BinaryOp add_280 2 1 att_21_value_final_0_rk_reshape att_21_x_gn att_21_x_gn_rkv 0=0
+BinaryOp mul_283 2 1 att_21_x_gn_rkv att_21_gate att_21_x_gate 0=2
+Gemm gemm_att_21_x_out 1 1 att_21_x_gate att_21_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_281 2 1 att_21_x_out att_21_x_last time_mixing_21_out 0=0
+Split split_time_mixing_21_out 1 2 time_mixing_21_out ffn_21_x_last ffn_21_x
+LayerNorm layernorm_43 1 1 ffn_21_x ffn_21_xx 0=1024 1=0.00001 2=1
+Split split_ffn_21_xx 1 3 ffn_21_xx ffn_21_xx_0 ffn_21_xx_1 state_65_out
+BinaryOp sub_43 2 1 state_65_in ffn_21_xx_0 ffn_21_sx 0=1
+Split split_ffn_21_sx 1 1 ffn_21_sx ffn_21_sx_0
+MemoryData data_ffn_21_x_k 0 1 ffn_21_x_k 0=1024 21=0
+BinaryOp mul_284 2 1 ffn_21_sx_0 ffn_21_x_k ffn_21_xk 0=2
+BinaryOp add_282 2 1 ffn_21_xk ffn_21_xx_1 ffn_21_xxk 0=0
+Gemm gemm_ffn_21_key 1 1 ffn_21_xxk ffn_21_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_21 1 1 ffn_21_key ffn_21_key_relu
+UnaryOp square_ffn_21_key_relu 1 1 ffn_21_key_relu ffn_21_key_relu_square 0=4
+Gemm gemm_ffn_21_value 1 1 ffn_21_key_relu_square ffn_21_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_283 2 1 ffn_21_value ffn_21_x_last channel_mixing_21_out 0=0
+Split split_channel_mixing_21_out 1 2 channel_mixing_21_out att_22_x_last att_22_x
+LayerNorm layernorm_44 1 1 att_22_x att_22_xx 0=1024 1=0.00001 2=1
+Split split_att_22_xx 1 3 att_22_xx att_22_xx_0 att_22_xx_1 state_66_out
+BinaryOp sub_44 2 1 state_66_in att_22_xx_0 att_22_sx 0=1
+MemoryData data_att_22_maa 0 1 att_22_maa 0=1024 1=6 21=0
+BinaryOp mul_285 2 1 att_22_sx att_22_maa att_22_maa_x 0=2
+BinaryOp add_284 2 1 att_22_xx_1 att_22_maa_x att_22_maa_rwkvag 0=0
+Slice slice_att_22_maa_rwkvag 1 6 att_22_maa_rwkvag att_22_mr att_22_mw att_22_mk att_22_mv att_22_ma att_22_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_22_mv 1 2 att_22_mv att_22_mv_0 att_22_mv_1
+Gemm gemm_att_22_key 1 1 att_22_mk att_22_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_22_value 1 1 att_22_mv_0 att_22_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_22_receptance 1 1 att_22_mr att_22_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_22_ma_lora_0 1 1 att_22_ma att_22_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_22_ma_lora_1 1 1 att_22_ma_lora_0 att_22_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_22_a0 0 1 att_22_a0 0=1024 21=0
+BinaryOp add_285 2 1 att_22_ma_lora_1 att_22_a0 att_22_ma_lora_2 0=0
+Sigmoid sigmoid_87 1 1 att_22_ma_lora_2 att_22_a
+Split split_att_22_a 1 2 att_22_a att_22_a_0 att_22_a_1
+Gemm gemm_att_22_mg_lora 1 1 att_22_mg att_22_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_88 1 1 att_22_mg_lora att_22_mg_lora_sigmoid
+Gemm gemm_att_22_gate 1 1 att_22_mg_lora_sigmoid att_22_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_22_k_k 0 1 att_22_k_k 0=1024 21=0
+MemoryData data_att_22_k_a 0 1 att_22_k_a 0=1024 21=0
+MemoryData data_att_22_r_k 0 1 att_22_r_k 0=1024 21=0
+Split split_att_22_key 1 2 att_22_key att_22_key_0 att_22_key_1
+BinaryOp mul_286 2 1 att_22_key_0 att_22_k_k att_22_key_k 0=2
+Reshape reshape_264 1 1 att_22_key_k att_22_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_22 1 1 att_22_key_k_reshape att_22_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_265 1 1 att_22_key_k_norm att_22_key_k_norm_reshape 0=1024
+BinaryOp add_286 1 1 att_22_a_0 att_22_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_287 2 1 att_22_a_0_minus att_22_k_a att_22_a_minus1_mulka 0=2
+BinaryOp add_287 1 1 att_22_a_minus1_mulka att_22_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_288 2 1 att_22_a_minus1_mulka_plus1 att_22_key_1 att_22_key_a 0=2
+Split split_att_22_value 1 2 att_22_value att_22_value_0 att_22_value_1
+Split split_v_first_21 1 2 v_first_21 att_22_v_first v_first_22
+BinaryOp minus_21 2 1 att_22_v_first att_22_value_1 att_22_vfirst_minus_value 0=1
+Gemm gemm_att_22_mv_lora_0 1 1 att_22_mv_1 att_22_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_22_mv_lora_1 1 1 att_22_mv_lora_0 att_22_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_22_v0 0 1 att_22_v0 0=1024 21=0
+BinaryOp add_288 2 1 att_22_mv_lora_1 att_22_v0 att_22_mv_lora_2 0=0
+Sigmoid sigmoid_89 1 1 att_22_mv_lora_2 att_22_mv_lora_sigmoid
+BinaryOp mul_289 2 1 att_22_mv_lora_sigmoid att_22_vfirst_minus_value att_22_vfirst_minus_value_mul 0=2
+BinaryOp add_289 2 1 att_22_value_0 att_22_vfirst_minus_value_mul att_22_value_final 0=0
+Gemm gemm_att_22_mw_lora 1 1 att_22_mw att_22_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_22_mw_lora 1 1 att_22_mw_lora att_22_mw_lora_tanh
+Gemm gemm_att_22_mw_lora_tanh_linear 1 1 att_22_mw_lora_tanh att_22_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_22_td 0 1 att_22_td 0=1024 21=0
+BinaryOp add_290 2 1 att_22_mw_lora_tanh_linear att_22_td att_22_time_decay_pre 0=0
+Sigmoid sigmoid_90 1 1 att_22_time_decay_pre att_22_time_decay_sigmoid
+Exp exp_22 1 1 att_22_time_decay_sigmoid att_22_time_decay 1=-0.606531
+Reshape reshape_266 1 1 att_22_time_decay att_22_time_decay_reshape 0=64 1=1 2=16
+Split split_att_22_key_a 1 2 att_22_key_a att_22_key_a_0 att_22_key_a_1
+Reshape reshape_267 1 1 att_22_key_a_0 att_22_key_a_reshape 0=64 1=1 2=16
+Split split_att_22_value_final 1 3 att_22_value_final att_22_value_final_0 att_22_value_final_1 att_22_value_final_2
+Reshape reshape_268 1 1 att_22_value_final_0 att_22_value_final_0_reshape 0=64 1=16
+Reshape reshape_269 1 1 att_22_value_final_1 att_22_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_22_vk 2 1 att_22_value_final_1_reshape att_22_key_a_reshape att_22_vk 0=0
+Split split_att_22_key_k_norm_reshape 1 2 att_22_key_k_norm_reshape att_22_kk_0 att_22_kk_1
+BinaryOp mul_290 1 1 att_22_kk_0 att_22_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_270 1 1 att_22_kk_0_neg att_22_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_291 2 1 att_22_kk_1 att_22_a_1 att_22_kk_a 0=2
+Reshape reshape_271 1 1 att_22_kk_a att_22_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_22_ab 2 1 att_22_kk_0_neg_reshape att_22_kk_a_reshape att_22_ab 0=0
+Split split_state_67_in 1 2 state_67_in att_22_state_prev_0 att_22_state_prev_1
+BinaryOp mul_292 2 1 att_22_state_prev_0 att_22_time_decay_reshape att_22_state_td 0=2
+MatMul matmul_att_22_sab 2 1 att_22_state_prev_1 att_22_ab att_22_sab 0=0
+BinaryOp add_291 2 1 att_22_sab att_22_vk att_22_sab_vk 0=0
+BinaryOp add_292 2 1 att_22_sab_vk att_22_state_td att_22_state_new 0=0
+Split split_att_22_state_new 1 2 att_22_state_new att_22_state_new_0 state_67_out
+Split split_att_22_receptance 1 2 att_22_receptance att_22_receptance_0 att_22_receptance_1
+Reshape reshape_272 1 1 att_22_receptance_0 att_22_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_22_wkv_out 2 1 att_22_state_new_0 att_22_receptance_reshape att_22_wkv_out 0=0
+Reshape reshape_273 1 1 att_22_wkv_out att_22_wkv_out_flatten 0=1024
+GroupNorm groupnorm_22 1 1 att_22_wkv_out_flatten att_22_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_293 2 1 att_22_receptance_1 att_22_key_a_1 att_22_receptance_key_a 0=2
+BinaryOp mul_294 2 1 att_22_receptance_key_a att_22_r_k att_22_rk 0=2
+Reshape reshape_274 1 1 att_22_rk att_22_rk_reshape 0=64 1=16
+Reduction sum_22 1 1 att_22_rk_reshape att_22_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_295 2 1 att_22_value_final_0_reshape att_22_rk_sum att_22_value_final_0_rk 0=2
+Reshape reshape_275 1 1 att_22_value_final_0_rk att_22_value_final_0_rk_reshape 0=1024
+BinaryOp add_293 2 1 att_22_value_final_0_rk_reshape att_22_x_gn att_22_x_gn_rkv 0=0
+BinaryOp mul_296 2 1 att_22_x_gn_rkv att_22_gate att_22_x_gate 0=2
+Gemm gemm_att_22_x_out 1 1 att_22_x_gate att_22_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_294 2 1 att_22_x_out att_22_x_last time_mixing_22_out 0=0
+Split split_time_mixing_22_out 1 2 time_mixing_22_out ffn_22_x_last ffn_22_x
+LayerNorm layernorm_45 1 1 ffn_22_x ffn_22_xx 0=1024 1=0.00001 2=1
+Split split_ffn_22_xx 1 3 ffn_22_xx ffn_22_xx_0 ffn_22_xx_1 state_68_out
+BinaryOp sub_45 2 1 state_68_in ffn_22_xx_0 ffn_22_sx 0=1
+Split split_ffn_22_sx 1 1 ffn_22_sx ffn_22_sx_0
+MemoryData data_ffn_22_x_k 0 1 ffn_22_x_k 0=1024 21=0
+BinaryOp mul_297 2 1 ffn_22_sx_0 ffn_22_x_k ffn_22_xk 0=2
+BinaryOp add_295 2 1 ffn_22_xk ffn_22_xx_1 ffn_22_xxk 0=0
+Gemm gemm_ffn_22_key 1 1 ffn_22_xxk ffn_22_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_22 1 1 ffn_22_key ffn_22_key_relu
+UnaryOp square_ffn_22_key_relu 1 1 ffn_22_key_relu ffn_22_key_relu_square 0=4
+Gemm gemm_ffn_22_value 1 1 ffn_22_key_relu_square ffn_22_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_296 2 1 ffn_22_value ffn_22_x_last channel_mixing_22_out 0=0
+Split split_channel_mixing_22_out 1 2 channel_mixing_22_out att_23_x_last att_23_x
+LayerNorm layernorm_46 1 1 att_23_x att_23_xx 0=1024 1=0.00001 2=1
+Split split_att_23_xx 1 3 att_23_xx att_23_xx_0 att_23_xx_1 state_69_out
+BinaryOp sub_46 2 1 state_69_in att_23_xx_0 att_23_sx 0=1
+MemoryData data_att_23_maa 0 1 att_23_maa 0=1024 1=6 21=0
+BinaryOp mul_298 2 1 att_23_sx att_23_maa att_23_maa_x 0=2
+BinaryOp add_297 2 1 att_23_xx_1 att_23_maa_x att_23_maa_rwkvag 0=0
+Slice slice_att_23_maa_rwkvag 1 6 att_23_maa_rwkvag att_23_mr att_23_mw att_23_mk att_23_mv att_23_ma att_23_mg -23300=6,-233,-233,-233,-233,-233,-233 1=0
+Split split_att_23_mv 1 2 att_23_mv att_23_mv_0 att_23_mv_1
+Gemm gemm_att_23_key 1 1 att_23_mk att_23_key 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_23_value 1 1 att_23_mv_0 att_23_value 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_23_receptance 1 1 att_23_mr att_23_receptance 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+Gemm gemm_att_23_ma_lora_0 1 1 att_23_ma att_23_ma_lora_0 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+Gemm gemm_att_23_ma_lora_1 1 1 att_23_ma_lora_0 att_23_ma_lora_1 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_23_a0 0 1 att_23_a0 0=1024 21=0
+BinaryOp add_298 2 1 att_23_ma_lora_1 att_23_a0 att_23_ma_lora_2 0=0
+Sigmoid sigmoid_91 1 1 att_23_ma_lora_2 att_23_a
+Split split_att_23_a 1 2 att_23_a att_23_a_0 att_23_a_1
+Gemm gemm_att_23_mg_lora 1 1 att_23_mg att_23_mg_lora 4=0 5=1 6=0 7=0 8=128 9=1024 10=-1
+Sigmoid sigmoid_92 1 1 att_23_mg_lora att_23_mg_lora_sigmoid
+Gemm gemm_att_23_gate 1 1 att_23_mg_lora_sigmoid att_23_gate 4=0 5=1 6=0 7=0 8=1024 9=128 10=-1
+MemoryData data_att_23_k_k 0 1 att_23_k_k 0=1024 21=0
+MemoryData data_att_23_k_a 0 1 att_23_k_a 0=1024 21=0
+MemoryData data_att_23_r_k 0 1 att_23_r_k 0=1024 21=0
+Split split_att_23_key 1 2 att_23_key att_23_key_0 att_23_key_1
+BinaryOp mul_299 2 1 att_23_key_0 att_23_k_k att_23_key_k 0=2
+Reshape reshape_276 1 1 att_23_key_k att_23_key_k_reshape 0=64 1=1 2=16
+Normalize l2norm_23 1 1 att_23_key_k_reshape att_23_key_k_norm 0=1 1=1 2=0.0000001 3=1 4=0 9=1
+Reshape reshape_277 1 1 att_23_key_k_norm att_23_key_k_norm_reshape 0=1024
+BinaryOp add_299 1 1 att_23_a_0 att_23_a_0_minus 0=0 1=1 2=-1.0
+BinaryOp mul_300 2 1 att_23_a_0_minus att_23_k_a att_23_a_minus1_mulka 0=2
+BinaryOp add_300 1 1 att_23_a_minus1_mulka att_23_a_minus1_mulka_plus1 0=0 1=1 2=1.0
+BinaryOp mul_301 2 1 att_23_a_minus1_mulka_plus1 att_23_key_1 att_23_key_a 0=2
+Split split_att_23_value 1 2 att_23_value att_23_value_0 att_23_value_1
+Split split_v_first_22 1 2 v_first_22 att_23_v_first v_first_23
+BinaryOp minus_22 2 1 att_23_v_first att_23_value_1 att_23_vfirst_minus_value 0=1
+Gemm gemm_att_23_mv_lora_0 1 1 att_23_mv_1 att_23_mv_lora_0 4=0 5=1 6=0 7=0 8=32 9=1024 10=-1
+Gemm gemm_att_23_mv_lora_1 1 1 att_23_mv_lora_0 att_23_mv_lora_1 4=0 5=1 6=0 7=0 8=1024 9=32 10=-1
+MemoryData data_att_23_v0 0 1 att_23_v0 0=1024 21=0
+BinaryOp add_301 2 1 att_23_mv_lora_1 att_23_v0 att_23_mv_lora_2 0=0
+Sigmoid sigmoid_93 1 1 att_23_mv_lora_2 att_23_mv_lora_sigmoid
+BinaryOp mul_302 2 1 att_23_mv_lora_sigmoid att_23_vfirst_minus_value att_23_vfirst_minus_value_mul 0=2
+BinaryOp add_302 2 1 att_23_value_0 att_23_vfirst_minus_value_mul att_23_value_final 0=0
+Gemm gemm_att_23_mw_lora 1 1 att_23_mw att_23_mw_lora 4=0 5=1 6=0 7=0 8=64 9=1024 10=-1
+TanH tanh_att_23_mw_lora 1 1 att_23_mw_lora att_23_mw_lora_tanh
+Gemm gemm_att_23_mw_lora_tanh_linear 1 1 att_23_mw_lora_tanh att_23_mw_lora_tanh_linear 4=0 5=1 6=0 7=0 8=1024 9=64 10=-1
+MemoryData data_att_23_td 0 1 att_23_td 0=1024 21=0
+BinaryOp add_303 2 1 att_23_mw_lora_tanh_linear att_23_td att_23_time_decay_pre 0=0
+Sigmoid sigmoid_94 1 1 att_23_time_decay_pre att_23_time_decay_sigmoid
+Exp exp_23 1 1 att_23_time_decay_sigmoid att_23_time_decay 1=-0.606531
+Reshape reshape_278 1 1 att_23_time_decay att_23_time_decay_reshape 0=64 1=1 2=16
+Split split_att_23_key_a 1 2 att_23_key_a att_23_key_a_0 att_23_key_a_1
+Reshape reshape_279 1 1 att_23_key_a_0 att_23_key_a_reshape 0=64 1=1 2=16
+Split split_att_23_value_final 1 3 att_23_value_final att_23_value_final_0 att_23_value_final_1 att_23_value_final_2
+Reshape reshape_280 1 1 att_23_value_final_0 att_23_value_final_0_reshape 0=64 1=16
+Reshape reshape_281 1 1 att_23_value_final_1 att_23_value_final_1_reshape 0=1 1=64 2=16
+MatMul matmul_att_23_vk 2 1 att_23_value_final_1_reshape att_23_key_a_reshape att_23_vk 0=0
+Split split_att_23_key_k_norm_reshape 1 2 att_23_key_k_norm_reshape att_23_kk_0 att_23_kk_1
+BinaryOp mul_303 1 1 att_23_kk_0 att_23_kk_0_neg 0=2 1=1 2=-1.0
+Reshape reshape_282 1 1 att_23_kk_0_neg att_23_kk_0_neg_reshape 0=1 1=64 2=16
+BinaryOp mul_304 2 1 att_23_kk_1 att_23_a_1 att_23_kk_a 0=2
+Reshape reshape_283 1 1 att_23_kk_a att_23_kk_a_reshape 0=64 1=1 2=16
+MatMul matmul_att_23_ab 2 1 att_23_kk_0_neg_reshape att_23_kk_a_reshape att_23_ab 0=0
+Split split_state_70_in 1 2 state_70_in att_23_state_prev_0 att_23_state_prev_1
+BinaryOp mul_305 2 1 att_23_state_prev_0 att_23_time_decay_reshape att_23_state_td 0=2
+MatMul matmul_att_23_sab 2 1 att_23_state_prev_1 att_23_ab att_23_sab 0=0
+BinaryOp add_304 2 1 att_23_sab att_23_vk att_23_sab_vk 0=0
+BinaryOp add_305 2 1 att_23_sab_vk att_23_state_td att_23_state_new 0=0
+Split split_att_23_state_new 1 2 att_23_state_new att_23_state_new_0 state_70_out
+Split split_att_23_receptance 1 2 att_23_receptance att_23_receptance_0 att_23_receptance_1
+Reshape reshape_284 1 1 att_23_receptance_0 att_23_receptance_reshape 0=1 1=64 2=16
+MatMul matmul_att_23_wkv_out 2 1 att_23_state_new_0 att_23_receptance_reshape att_23_wkv_out 0=0
+Reshape reshape_285 1 1 att_23_wkv_out att_23_wkv_out_flatten 0=1024
+GroupNorm groupnorm_23 1 1 att_23_wkv_out_flatten att_23_x_gn 0=16 1=1024 2=0.00064 3=1
+BinaryOp mul_306 2 1 att_23_receptance_1 att_23_key_a_1 att_23_receptance_key_a 0=2
+BinaryOp mul_307 2 1 att_23_receptance_key_a att_23_r_k att_23_rk 0=2
+Reshape reshape_286 1 1 att_23_rk att_23_rk_reshape 0=64 1=16
+Reduction sum_23 1 1 att_23_rk_reshape att_23_rk_sum 1=0 -23303=1,-1 4=1 5=1
+BinaryOp mul_308 2 1 att_23_value_final_0_reshape att_23_rk_sum att_23_value_final_0_rk 0=2
+Reshape reshape_287 1 1 att_23_value_final_0_rk att_23_value_final_0_rk_reshape 0=1024
+BinaryOp add_306 2 1 att_23_value_final_0_rk_reshape att_23_x_gn att_23_x_gn_rkv 0=0
+BinaryOp mul_309 2 1 att_23_x_gn_rkv att_23_gate att_23_x_gate 0=2
+Gemm gemm_att_23_x_out 1 1 att_23_x_gate att_23_x_out 4=0 5=1 6=0 7=0 8=1024 9=1024 10=-1
+BinaryOp add_307 2 1 att_23_x_out att_23_x_last time_mixing_23_out 0=0
+Split split_time_mixing_23_out 1 2 time_mixing_23_out ffn_23_x_last ffn_23_x
+LayerNorm layernorm_47 1 1 ffn_23_x ffn_23_xx 0=1024 1=0.00001 2=1
+Split split_ffn_23_xx 1 3 ffn_23_xx ffn_23_xx_0 ffn_23_xx_1 state_71_out
+BinaryOp sub_47 2 1 state_71_in ffn_23_xx_0 ffn_23_sx 0=1
+Split split_ffn_23_sx 1 1 ffn_23_sx ffn_23_sx_0
+MemoryData data_ffn_23_x_k 0 1 ffn_23_x_k 0=1024 21=0
+BinaryOp mul_310 2 1 ffn_23_sx_0 ffn_23_x_k ffn_23_xk 0=2
+BinaryOp add_308 2 1 ffn_23_xk ffn_23_xx_1 ffn_23_xxk 0=0
+Gemm gemm_ffn_23_key 1 1 ffn_23_xxk ffn_23_key 4=0 5=1 6=0 7=0 8=4096 9=1024 10=-1
+ReLU relu_23 1 1 ffn_23_key ffn_23_key_relu
+UnaryOp square_ffn_23_key_relu 1 1 ffn_23_key_relu ffn_23_key_relu_square 0=4
+Gemm gemm_ffn_23_value 1 1 ffn_23_key_relu_square ffn_23_value 4=0 5=1 6=0 7=0 8=1024 9=4096 10=-1
+BinaryOp add_309 2 1 ffn_23_value ffn_23_x_last channel_mixing_23_out 0=0
+LayerNorm layernorm_48 1 1 channel_mixing_23_out norm_head 0=1024 1=0.00001 2=1
+Gemm gemm_logits 1 1 norm_head logits 4=0 5=1 6=0 7=0 8=65536 9=1024 10=-1
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+19346 b'\x20\x41\x4d\x44' 4
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+19349 b'\x20\x41\x4e\x44' 4
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+61137 b'\xd0\xb2\xd0\xbe\xd1\x81\xd1\x82\xd0\xbe' 10
+61138 b'\xd0\xb3\xd0\xbe\xd0\xb2\xd0\xbe\xd1\x80' 10
+61139 b'\xd0\xb3\xd0\xbe\xd1\x80\xd0\xbe\xd0\xb4' 10
+61140 b'\xd0\xb3\xd0\xbe\xd1\x82\xd0\xbe\xd0\xb2' 10
+61141 b'\xd0\xb3\xd1\x80\xd0\xb0\xd1\x84\xd0\xb8' 10
+61142 b'\xd0\xb4\xd0\xb5\xd0\xbd\xd0\xb8\xd1\x8f' 10
+61143 b'\xd0\xb4\xd0\xb5\xd1\x80\xd0\xb6\xd0\xb0' 10
+61144 b'\xd0\xb4\xd0\xbd\xd0\xbe\xd0\xb3\xd0\xbe' 10
+61145 b'\xd0\xb5\xd0\xb4\xd0\xb5\xd1\x80\xd0\xb0' 10
+61146 b'\xd0\xb6\xd0\xb5\xd0\xbd\xd0\xb8\xd0\xb5' 10
+61147 b'\xd0\xb6\xd0\xb5\xd0\xbd\xd0\xb8\xd0\xb8' 10
+61148 b'\xd0\xb6\xd0\xb5\xd0\xbd\xd0\xb8\xd0\xb9' 10
+61149 b'\xd0\xb6\xd0\xb5\xd0\xbd\xd0\xb8\xd1\x8f' 10
+61150 b'\xd0\xb6\xd0\xb5\xd0\xbd\xd0\xbd\xd1\x8f' 10
+61151 b'\xd0\xb7\xd0\xb8\xd0\xb4\xd0\xb5\xd0\xbd' 10
+61152 b'\xd0\xb7\xd0\xbd\xd0\xb0\xd1\x87\xd0\xb0' 10
+61153 b'\xd0\xb8\xd1\x82\xd0\xb5\xd0\xbb\xd1\x8c' 10
+61154 b'\xd0\xb9\xd1\x81\xd0\xba\xd0\xbe\xd0\xb9' 10
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+61157 b'\xd0\xba\xd1\x82\xd0\xb8\xd1\x87\xd0\xb5' 10
+61158 b'\xd0\xba\xd1\x82\xd0\xbe\xd1\x80\xd0\xb0' 10
+61159 b'\xd0\xbb\xd0\xb0\xd0\xbd\xd0\xbd\xd1\x8f' 10
+61160 b'\xd0\xbb\xd0\xb5\xd0\xbc\xd0\xb5\xd0\xbd' 10
+61161 b'\xd0\xbb\xd0\xb5\xd0\xbd\xd0\xb8\xd0\xb5' 10
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+61170 b'\xd0\xbb\xd1\x8c\xd0\xbd\xd1\x8b\xd0\xb9' 10
+61171 b'\xd0\xbb\xd1\x8c\xd0\xbd\xd1\x8b\xd1\x85' 10
+61172 b'\xd0\xbc\xd0\xb5\xd0\xbd\xd1\x82\xd0\xb0' 10
+61173 b'\xd0\xbc\xd0\xbe\xd1\x81\xd1\x82\xd0\xb8' 10
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+61180 b'\xd0\xbd\xd0\xb8\xd0\xba\xd1\x96\xd0\xb2' 10
+61181 b'\xd0\xbd\xd0\xbe\xd1\x81\xd1\x82\xd0\xb8' 10
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+61183 b'\xd0\xbd\xd0\xbe\xd1\x81\xd1\x82\xd1\x96' 10
+61184 b'\xd0\xbd\xd1\x8c\xd0\xbe\xd0\xb3\xd0\xbe' 10
+61185 b'\xd0\xbd\xd1\x96\xd1\x81\xd1\x82\xd1\x8c' 10
+61186 b'\xd0\xbe\xd0\xb1\xd1\x80\xd0\xb0\xd0\xb7' 10
+61187 b'\xd0\xbe\xd0\xb2\xd0\xb0\xd0\xbd\xd0\xbe' 10
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+61189 b'\xd0\xbe\xd0\xb2\xd0\xbe\xd0\xb3\xd0\xbe' 10
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+61200 b'\xd0\xbf\xd0\xbe\xd0\xb2\xd1\x96\xd0\xb4' 10
+61201 b'\xd0\xbf\xd1\x80\xd0\xb0\xd0\xb2\xd0\xb8' 10
+61202 b'\xd0\xbf\xd1\x80\xd0\xb5\xd0\xb4\xd0\xb5' 10
+61203 b'\xd0\xbf\xd1\x83\xd0\xb1\xd0\xbb\xd0\xb8' 10
+61204 b'\xd1\x80\xd0\xb5\xd0\xbc\xd0\xb5\xd0\xbd' 10
+61205 b'\xd1\x80\xd0\xb5\xd0\xbd\xd0\xbd\xd1\x8f' 10
+61206 b'\xd1\x80\xd0\xb8\xd1\x81\xd1\x82\xd0\xb8' 10
+61207 b'\xd1\x80\xd0\xb8\xd1\x82\xd0\xbe\xd1\x80' 10
+61208 b'\xd1\x80\xd0\xbe\xd0\xb2\xd0\xb0\xd0\xbd' 10
+61209 b'\xd1\x80\xd0\xbe\xd0\xb2\xd0\xbe\xd0\xb9' 10
+61210 b'\xd1\x81\xd0\xba\xd0\xb0\xd1\x82\xd0\xb0' 10
+61211 b'\xd1\x81\xd0\xba\xd0\xb8\xd0\xbc\xd0\xb8' 10
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+61214 b'\xd1\x81\xd0\xbf\xd0\xbe\xd1\x80\xd1\x82' 10
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+61216 b'\xd1\x81\xd1\x82\xd0\xb0\xd0\xbd\xd0\xb0' 10
+61217 b'\xd1\x81\xd1\x82\xd0\xb2\xd0\xb5\xd0\xbd' 10
+61218 b'\xd1\x81\xd1\x82\xd0\xb2\xd0\xb8\xd0\xb5' 10
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+61223 b'\xd1\x81\xd1\x82\xd0\xbe\xd1\x80\xd0\xb8' 10
+61224 b'\xd1\x81\xd1\x82\xd0\xbe\xd1\x8f\xd0\xbd' 10
+61225 b'\xd1\x81\xd1\x82\xd1\x80\xd0\xb0\xd0\xbd' 10
+61226 b'\xd1\x81\xd1\x82\xd1\x80\xd0\xbe\xd0\xb2' 10
+61227 b'\xd1\x81\xd1\x82\xd1\x80\xd0\xbe\xd0\xb9' 10
+61228 b'\xd1\x81\xd1\x82\xd1\x80\xd1\x83\xd0\xba' 10
+61229 b'\xd1\x81\xd1\x82\xd1\x83\xd0\xbf\xd0\xb0' 10
+61230 b'\xd1\x81\xd1\x82\xd1\x83\xd0\xbf\xd0\xb8' 10
+61231 b'\xd1\x81\xd1\x83\xd0\xb4\xd0\xb0\xd1\x80' 10
+61232 b'\xd1\x81\xd1\x8b\xd0\xbb\xd0\xba\xd0\xb8' 10
+61233 b'\xd1\x81\xd1\x8c\xd0\xba\xd0\xb8\xd0\xb9' 10
+61234 b'\xd1\x81\xd1\x8c\xd0\xba\xd0\xb8\xd0\xbc' 10
+61235 b'\xd1\x81\xd1\x8c\xd0\xba\xd0\xb8\xd1\x85' 10
+61236 b'\xd1\x81\xd1\x8c\xd0\xba\xd0\xbe\xd1\x8e' 10
+61237 b'\xd1\x81\xd1\x8c\xd0\xba\xd0\xbe\xd1\x97' 10
+61238 b'\xd1\x81\xd1\x8c\xd0\xba\xd1\x96\xd0\xb9' 10
+61239 b'\xd1\x82\xd0\xb5\xd0\xbb\xd0\xb5\xd0\xb9' 10
+61240 b'\xd1\x82\xd0\xb5\xd0\xbb\xd0\xb5\xd0\xbc' 10
+61241 b'\xd1\x82\xd0\xb8\xd1\x81\xd1\x82\xd0\xb8' 10
+61242 b'\xd1\x82\xd0\xbd\xd0\xbe\xd0\xb3\xd0\xbe' 10
+61243 b'\xd1\x82\xd0\xbe\xd1\x80\xd0\xbe\xd0\xbc' 10
+61244 b'\xd1\x84\xd0\xbe\xd1\x80\xd0\xbc\xd0\xb0' 10
+61245 b'\xd1\x84\xd1\x96\xd1\x86\xd1\x96\xd0\xb9' 10
+61246 b'\xd1\x85\xd0\xbe\xd0\xb4\xd0\xb8\xd1\x82' 10
+61247 b'\xd1\x86\xd0\xb8\xd0\xb0\xd0\xbb\xd0\xb8' 10
+61248 b'\xd1\x86\xd0\xb8\xd0\xb0\xd0\xbb\xd1\x8c' 10
+61249 b'\xd1\x86\xd0\xb8\xd0\xbe\xd0\xbd\xd0\xb0' 10
+61250 b'\xd1\x86\xd1\x8c\xd0\xba\xd0\xb8\xd0\xb9' 10
+61251 b'\xd1\x86\xd1\x96\xd0\xb0\xd0\xbb\xd1\x8c' 10
+61252 b'\xd1\x87\xd0\xb5\xd0\xbd\xd0\xb8\xd0\xb5' 10
+61253 b'\xd1\x87\xd0\xb5\xd0\xbd\xd0\xb8\xd1\x8f' 10
+61254 b'\xd1\x87\xd0\xb5\xd0\xbd\xd0\xba\xd0\xbe' 10
+61255 b'\xd1\x87\xd0\xb5\xd0\xbd\xd0\xbd\xd1\x8f' 10
+61256 b'\xd1\x87\xd0\xbd\xd0\xbe\xd0\xb3\xd0\xbe' 10
+61257 b'\xd1\x88\xd0\xb5\xd0\xbd\xd0\xb8\xd0\xb5' 10
+61258 b'\xd1\x88\xd0\xb5\xd0\xbd\xd0\xb8\xd1\x8f' 10
+61259 b'\xd1\x88\xd0\xb5\xd0\xbd\xd0\xbd\xd1\x8f' 10
+61260 b'\xd1\x88\xd0\xb8\xd0\xb1\xd0\xba\xd0\xb0' 10
+61261 b'\xd1\x89\xd0\xb5\xd0\xbd\xd0\xb8\xd0\xb5' 10
+61262 b'\xd1\x89\xd0\xb5\xd0\xbd\xd0\xb8\xd1\x8f' 10
+61263 b'\xd1\x8a\xd0\xbb\xd0\xb3\xd0\xb0\xd1\x80' 10
+61264 b'\xd1\x8e\xd1\x82\xd1\x8c\xd1\x81\xd1\x8f' 10
+61265 b'\xd1\x8e\xd1\x89\xd0\xb5\xd0\xb3\xd0\xbe' 10
+61266 b'\xd1\x94\xd1\x82\xd1\x8c\xd1\x81\xd1\x8f' 10
+61267 b'\xd1\x96\xd0\xbb\xd1\x8c\xd0\xba\xd0\xb8' 10
+61268 b'\xd1\x99\xd0\xb0\xd1\x88\xd1\x9a\xd0\xb5' 10
+61269 b'\x0a\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20' 11
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+61271 b'\x0d\x0a\x0d\x0a\x20\x20\x20\x20\x20\x20\x20' 11
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+61273 b'\x20\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20' 11
+61274 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 11
+61275 b'\x20\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 11
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+61278 b'\x20\x41\x63\x74\x69\x76\x69\x74\x69\x65\x73' 11
+61279 b'\x20\x41\x64\x64\x69\x74\x69\x6f\x6e\x61\x6c' 11
+61280 b'\x20\x41\x64\x76\x65\x6e\x74\x75\x72\x65\x73' 11
+61281 b'\x20\x41\x66\x66\x6f\x72\x64\x61\x62\x6c\x65' 11
+61282 b'\x20\x41\x66\x74\x65\x72\x77\x61\x72\x64\x73' 11
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+65283 b'\x20\x74\x72\x61\x6e\x73\x70\x6c\x61\x6e\x74\x61\x74\x69\x6f\x6e' 16
+65284 b'\x20\x76\x65\x72\xc3\xb6\x66\x66\x65\x6e\x74\x6c\x69\x63\x68\x74' 16
+65285 b'\x20\x76\x75\x6c\x6e\x65\x72\x61\x62\x69\x6c\x69\x74\x69\x65\x73' 16
+65286 b'\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23' 16
+65287 b'\x25\x25\x25\x25\x25\x25\x25\x25\x25\x25\x25\x25\x25\x25\x25\x25' 16
+65288 b'\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a' 16
+65289 b'\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b\x2b' 16
+65290 b'\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 16
+65291 b'\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e' 16
+65292 b'\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f' 16
+65293 b'\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d' 16
+65294 b'\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f' 16
+65295 b'\x61\x64\x64\x45\x76\x65\x6e\x74\x4c\x69\x73\x74\x65\x6e\x65\x72' 16
+65296 b'\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e\x7e' 16
+65297 b'\xc2\xa0\xc2\xa0\xc2\xa0\xc2\xa0\xc2\xa0\xc2\xa0\xc2\xa0\xc2\xa0' 16
+65298 b'\xc3\x83\xc3\x82\xc3\x83\xc3\x82\xc3\x83\xc3\x82\xc3\x83\xc3\x82' 16
+65299 b'\xd0\xbc\xd0\xb8\xd0\xbd\xd0\xb8\xd1\x81\xd1\x82\xd1\x80\xd0\xb0' 16
+65300 b'\xd0\xbd\xd1\x96\xd1\x86\xd0\xb8\xd0\xbf\xd0\xb0\xd0\xbb\xd1\x96' 16
+65301 b'\xd0\xbe\xd0\xbb\xd1\x8c\xd0\xb7\xd0\xbe\xd0\xb2\xd0\xb0\xd1\x82' 16
+65302 b'\xd1\x81\xd1\x82\xd0\xb2\xd0\xb5\xd0\xbd\xd0\xbd\xd0\xbe\xd0\xb9' 16
+65303 b'\xd1\x81\xd1\x82\xd0\xb2\xd0\xb5\xd0\xbd\xd0\xbd\xd1\x8b\xd0\xb9' 16
+65304 b'\xd1\x81\xd1\x82\xd0\xb2\xd0\xb5\xd0\xbd\xd0\xbd\xd1\x8b\xd1\x85' 16
+65305 b'\xd1\x82\xd0\xb5\xd0\xbb\xd1\x8c\xd1\x81\xd1\x82\xd0\xb2\xd0\xb0' 16
+65306 b'\xd1\x82\xd0\xb5\xd0\xbb\xd1\x8c\xd1\x81\xd1\x82\xd0\xb2\xd0\xbe' 16
+65307 b'\xd1\x82\xd0\xb5\xd1\x80\xd0\xb0\xd1\x82\xd1\x83\xd1\x80\xd0\xb0' 16
+65308 b'\xd1\x85\xd1\x96\xd0\xb2\xd0\xbe\xd0\xb2\xd0\xb0\xd0\xbd\xd0\xbe' 16
+65309 b'\x0a\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 17
+65310 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x0a\x20\x20\x20\x20\x20\x20\x20' 17
+65311 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 17
+65312 b'\x0d\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 17
+65313 b'\x20\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 17
+65314 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 17
+65315 b'\x20\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 17
+65316 b'\x20\x61\x75\x74\x6f\x6d\xc3\xa1\x74\x69\x63\x61\x6d\x65\x6e\x74\x65' 17
+65317 b'\x20\x63\x61\x72\x61\x63\x74\x65\x72\xc3\xad\x73\x74\x69\x63\x61\x73' 17
+65318 b'\x20\x63\x68\x61\x72\x61\x63\x74\x65\x72\x69\x7a\x61\x74\x69\x6f\x6e' 17
+65319 b'\x20\x63\x72\x79\x70\x74\x6f\x63\x75\x72\x72\x65\x6e\x63\x69\x65\x73' 17
+65320 b'\x20\x64\x69\x73\x70\x72\x6f\x70\x6f\x72\x74\x69\x6f\x6e\x61\x74\x65' 17
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+65328 b'\x20\xd0\x92\xd0\xbb\xd0\xb0\xd0\xb4\xd0\xb8\xd0\xbc\xd0\xb8\xd1\x80' 17
+65329 b'\x20\xd0\x9c\xd0\xb5\xd0\xba\xd1\x81\xd0\xb8\xd1\x87\xd0\xba\xd0\xb0' 17
+65330 b'\x20\xd0\x9e\xd1\x84\xd0\xb8\xd1\x86\xd0\xb8\xd0\xb0\xd0\xbb\xd1\x8c' 17
+65331 b'\x20\xd0\xa0\xd0\xb5\xd1\x81\xd0\xbf\xd1\x83\xd0\xb1\xd0\xbb\xd0\xb8' 17
+65332 b'\x20\xd0\xa1\xd0\xbf\xd0\xbe\xd1\x99\xd0\xb0\xd1\x88\xd1\x9a\xd0\xb5' 17
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+65336 b'\x20\xd0\xba\xd0\xbe\xd1\x82\xd0\xbe\xd1\x80\xd0\xbe\xd0\xb3\xd0\xbe' 17
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+65354 b'\x20\xd1\x87\xd0\xb5\xd0\xbb\xd0\xbe\xd0\xb2\xd0\xb5\xd0\xba\xd0\xb0' 17
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+65384 b'\x20\xd0\xbe\xd0\xb1\xd1\x80\xd0\xb0\xd1\x89\xd0\xb5\xd0\xbd\xd0\xb8\xd1\x8f' 19
+65385 b'\x20\xd0\xbf\xd0\xbe\xd0\xbb\xd1\x8c\xd0\xb7\xd0\xbe\xd0\xb2\xd0\xb0\xd1\x82' 19
+65386 b'\x20\xd0\xbf\xd1\x80\xd0\xb5\xd0\xb4\xd1\x81\xd1\x82\xd0\xb0\xd0\xb2\xd0\xb8' 19
+65387 b'\x20\xd1\x81\xd0\xbe\xd0\xb2\xd0\xb5\xd1\x82\xd1\x81\xd0\xba\xd0\xb8\xd0\xb9' 19
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+65389 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 20
+65390 b'\x20\x4e\x6f\x74\x49\x6d\x70\x6c\x65\x6d\x65\x6e\x74\x65\x64\x45\x72\x72\x6f\x72' 20
+65391 b'\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 20
+65392 b'\x67\x65\x74\x45\x6c\x65\x6d\x65\x6e\x74\x73\x42\x79\x54\x61\x67\x4e\x61\x6d\x65' 20
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+65394 b'\xd0\xbd\xd1\x86\xd0\xb8\xd0\xba\xd0\xbb\xd0\xbe\xd0\xbf\xd0\xb5\xd0\xb4\xd0\xb8' 20
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+65397 b'\x0d\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 21
+65398 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 21
+65399 b'\x20\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 21
+65400 b'\x20\xd0\x9b\xd0\xb8\xd1\x82\xd0\xb5\xd1\x80\xd0\xb0\xd1\x82\xd1\x83\xd1\x80\xd0\xb0' 21
+65401 b'\x20\xd0\xa0\xd0\xb5\xd1\x81\xd0\xbf\xd1\x83\xd0\xb1\xd0\xbb\xd0\xb8\xd0\xba\xd0\xb8' 21
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+65404 b'\x20\xd0\xbc\xd0\xb5\xd0\xb6\xd0\xb4\xd1\x83\xd0\xbd\xd0\xb0\xd1\x80\xd0\xbe\xd0\xb4' 21
+65405 b'\x20\xd0\xbc\xd1\x83\xd0\xbd\xd1\x96\xd1\x86\xd0\xb8\xd0\xbf\xd0\xb0\xd0\xbb\xd1\x96' 21
+65406 b'\x20\xd0\xbd\xd0\xb0\xd0\xb4\xd0\xbc\xd0\xbe\xd1\x80\xd1\x81\xd0\xba\xd0\xbe\xd1\x98' 21
+65407 b'\x20\xd1\x80\xd0\xb0\xd1\x81\xd0\xbf\xd0\xbe\xd0\xbb\xd0\xbe\xd0\xb6\xd0\xb5\xd0\xbd' 21
+65408 b'\x20\xd1\x80\xd0\xb5\xd0\xb7\xd1\x83\xd0\xbb\xd1\x8c\xd1\x82\xd0\xb0\xd1\x82\xd0\xb5' 21
+65409 b'\x20\xd1\x81\xd0\xbe\xd1\x81\xd1\x82\xd0\xb0\xd0\xb2\xd0\xbb\xd1\x8f\xd0\xb5\xd1\x82' 21
+65410 b'\x20\xd1\x81\xd1\x82\xd0\xb0\xd0\xbd\xd0\xbe\xd0\xb2\xd0\xbd\xd0\xb8\xd0\xba\xd0\xb0' 21
+65411 b'\x20\xd1\x82\xd0\xb5\xd1\x80\xd1\x80\xd0\xb8\xd1\x82\xd0\xbe\xd1\x80\xd0\xb8\xd0\xb8' 21
+65412 b'\x20\xd1\x83\xd0\xbd\xd0\xb8\xd0\xb2\xd0\xb5\xd1\x80\xd1\x81\xd0\xb8\xd1\x82\xd0\xb5' 21
+65413 b'\x20\xd1\x83\xd0\xbd\xd1\x96\xd0\xb2\xd0\xb5\xd1\x80\xd1\x81\xd0\xb8\xd1\x82\xd0\xb5' 21
+65414 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 22
+65415 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 22
+65416 b'\xd0\xbc\xd0\xb8\xd0\xbd\xd0\xb8\xd1\x81\xd1\x82\xd1\x80\xd0\xb0\xd1\x82\xd0\xb8\xd0\xb2' 22
+65417 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 23
+65418 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 23
+65419 b'\x20\xd0\xa5\xd1\x80\xd0\xbe\xd0\xbd\xd0\xbe\xd0\xbb\xd0\xbe\xd0\xb3\xd0\xb8\xd1\x98\xd0\xb0' 23
+65420 b'\x20\xd0\xb2\xd0\xb8\xd0\xba\xd0\xbe\xd1\x80\xd0\xb8\xd1\x81\xd1\x82\xd0\xbe\xd0\xb2\xd1\x83' 23
+65421 b'\x20\xd1\x8d\xd0\xbd\xd1\x86\xd0\xb8\xd0\xba\xd0\xbb\xd0\xbe\xd0\xbf\xd0\xb5\xd0\xb4\xd0\xb8' 23
+65422 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 24
+65423 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 24
+65424 b'\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a' 24
+65425 b'\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 24
+65426 b'\xe2\x80\x93\xe2\x80\x93\xe2\x80\x93\xe2\x80\x93\xe2\x80\x93\xe2\x80\x93\xe2\x80\x93\xe2\x80\x93' 24
+65427 b'\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94' 24
+65428 b'\xe2\x80\xa6\xe2\x80\xa6\xe2\x80\xa6\xe2\x80\xa6\xe2\x80\xa6\xe2\x80\xa6\xe2\x80\xa6\xe2\x80\xa6' 24
+65429 b'\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80' 24
+65430 b'\xe2\x95\x90\xe2\x95\x90\xe2\x95\x90\xe2\x95\x90\xe2\x95\x90\xe2\x95\x90\xe2\x95\x90\xe2\x95\x90' 24
+65431 b'\xe2\x96\x88\xe2\x96\x88\xe2\x96\x88\xe2\x96\x88\xe2\x96\x88\xe2\x96\x88\xe2\x96\x88\xe2\x96\x88' 24
+65432 b'\x0a\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 25
+65433 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 25
+65434 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 25
+65435 b'\x0d\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 25
+65436 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 25
+65437 b'\x20\xd0\xa1\xd1\x82\xd0\xb0\xd0\xbd\xd0\xbe\xd0\xb2\xd0\xbd\xd0\xb8\xd1\x88\xd1\x82\xd0\xb2\xd0\xbe' 25
+65438 b'\x20\xd1\x83\xd0\xbd\xd0\xb8\xd0\xb2\xd0\xb5\xd1\x80\xd1\x81\xd0\xb8\xd1\x82\xd0\xb5\xd1\x82\xd0\xb0' 25
+65439 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 26
+65440 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 26
+65441 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 27
+65442 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 27
+65443 b'\x20\xd0\xb0\xd0\xb4\xd0\xbc\xd0\xb8\xd0\xbd\xd0\xb8\xd1\x81\xd1\x82\xd1\x80\xd0\xb0\xd1\x82\xd0\xb8\xd0\xb2' 27
+65444 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 28
+65445 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 28
+65446 b'\x0a\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 29
+65447 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 29
+65448 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 29
+65449 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 30
+65450 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 30
+65451 b'\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 30
+65452 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 31
+65453 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 31
+65454 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 32
+65455 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 32
+65456 b'\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23' 32
+65457 b'\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a' 32
+65458 b'\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 32
+65459 b'\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e\x2e' 32
+65460 b'\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f' 32
+65461 b'\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d' 32
+65462 b'\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f\x5f' 32
+65463 b'\xc3\x83\xc3\x82\xc3\x83\xc3\x82\xc3\x83\xc3\x82\xc3\x83\xc3\x82\xc3\x83\xc3\x82\xc3\x83\xc3\x82\xc3\x83\xc3\x82\xc3\x83\xc3\x82' 32
+65464 b'\x0a\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 33
+65465 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 33
+65466 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 33
+65467 b'\x20\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 33
+65468 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 34
+65469 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 34
+65470 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 35
+65471 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 35
+65472 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 36
+65473 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 36
+65474 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 37
+65475 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 37
+65476 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 38
+65477 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 38
+65478 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 39
+65479 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 39
+65480 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 40
+65481 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 40
+65482 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 41
+65483 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 41
+65484 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 42
+65485 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 43
+65486 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 44
+65487 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 44
+65488 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 45
+65489 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 46
+65490 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 47
+65491 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 48
+65492 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 48
+65493 b'\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23' 48
+65494 b'\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a' 48
+65495 b'\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 48
+65496 b'\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d' 48
+65497 b'\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94\xe2\x80\x94' 48
+65498 b'\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80\xe2\x94\x80' 48
+65499 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 49
+65500 b'\x20\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 49
+65501 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 50
+65502 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 51
+65503 b'\x0a\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 52
+65504 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 52
+65505 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 53
+65506 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 54
+65507 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 55
+65508 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 56
+65509 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 57
+65510 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 58
+65511 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 59
+65512 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 62
+65513 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 64
+65514 b'\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23' 64
+65515 b'\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a' 64
+65516 b'\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 64
+65517 b'\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f\x2f' 64
+65518 b'\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d' 64
+65519 b'\x20\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 65
+65520 b'\x20\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d\x3d' 66
+65521 b'\x2f\x2f\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 66
+65522 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 72
+65523 b'\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a' 72
+65524 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 74
+65525 b'\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23' 76
+65526 b'\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a\x2a' 76
+65527 b'\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23\x23' 80
+65528 b'\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d\x2d' 80
+65529 b'\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20\x20' 128