diff --git "a/gpu-long/TextEncoder.mlmodelc/model.mil" "b/gpu-long/TextEncoder.mlmodelc/model.mil" new file mode 100644--- /dev/null +++ "b/gpu-long/TextEncoder.mlmodelc/model.mil" @@ -0,0 +1,1136 @@ +program(1.0) +[buildInfo = dict, tensor>({{"coremlc-component-MIL", "3520.4.1"}, {"coremlc-version", "3520.5.1"}, {"coremltools-component-torch", "2.12.1"}, {"coremltools-source-dialect", "TorchScript"}, {"coremltools-version", "9.0"}})] +{ + func main(tensor padding_mask, tensor tokens) { + tensor x_1_batch_dims_0 = const()[name = tensor("x_1_batch_dims_0"), val = tensor(0)]; + tensor x_1_validate_indices_0 = const()[name = tensor("x_1_validate_indices_0"), val = tensor(false)]; + tensor embed_weight_to_fp16 = const()[name = tensor("embed_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(64)))]; + tensor tokens_to_int16_dtype_0 = const()[name = tensor("tokens_to_int16_dtype_0"), val = tensor("int16")]; + tensor cast_57_dtype_0 = const()[name = tensor("cast_57_dtype_0"), val = tensor("int32")]; + tensor greater_equal_0_y_0 = const()[name = tensor("greater_equal_0_y_0"), val = tensor(0)]; + tensor tokens_to_int16 = cast(dtype = tokens_to_int16_dtype_0, x = tokens)[name = tensor("cast_62")]; + tensor cast_57 = cast(dtype = cast_57_dtype_0, x = tokens_to_int16)[name = tensor("cast_61")]; + tensor greater_equal_0 = greater_equal(x = cast_57, y = greater_equal_0_y_0)[name = tensor("greater_equal_0")]; + tensor slice_by_index_0 = const()[name = tensor("slice_by_index_0"), val = tensor(360)]; + tensor add_0 = add(x = cast_57, y = slice_by_index_0)[name = tensor("add_0")]; + tensor select_0 = select(a = cast_57, b = add_0, cond = greater_equal_0)[name = tensor("select_0")]; + tensor x_1_cast_fp16_cast_uint16_axis_0 = const()[name = tensor("x_1_cast_fp16_cast_uint16_axis_0"), val = tensor(0)]; + tensor select_0_to_int16_dtype_0 = const()[name = tensor("select_0_to_int16_dtype_0"), val = tensor("int16")]; + tensor select_0_to_int16 = cast(dtype = select_0_to_int16_dtype_0, x = select_0)[name = tensor("cast_60")]; + tensor x_1_cast_fp16_cast_uint16_cast_uint16 = gather(axis = x_1_cast_fp16_cast_uint16_axis_0, batch_dims = x_1_batch_dims_0, indices = select_0_to_int16, validate_indices = x_1_validate_indices_0, x = embed_weight_to_fp16)[name = tensor("x_1_cast_fp16_cast_uint16_cast_uint16")]; + tensor padding_mask_to_fp16_dtype_0 = const()[name = tensor("padding_mask_to_fp16_dtype_0"), val = tensor("fp16")]; + tensor var_9_to_fp16 = const()[name = tensor("op_9_to_fp16"), val = tensor(0x1p-1)]; + tensor padding_mask_to_fp16 = cast(dtype = padding_mask_to_fp16_dtype_0, x = padding_mask)[name = tensor("cast_59")]; + tensor key_padding_mask_cast_fp16 = greater(x = padding_mask_to_fp16, y = var_9_to_fp16)[name = tensor("key_padding_mask_cast_fp16")]; + tensor var_24 = const()[name = tensor("op_24"), val = tensor(-1)]; + tensor var_31 = const()[name = tensor("op_31"), val = tensor(1)]; + tensor var_36 = const()[name = tensor("op_36"), val = tensor([1, 0, 2])]; + tensor text_encoder_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(138368)))]; + tensor text_encoder_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(212160)))]; + tensor input_1_cast_fp16 = transpose(perm = var_36, x = x_1_cast_fp16_cast_uint16_cast_uint16)[name = tensor("transpose_77")]; + tensor linear_0_cast_fp16 = linear(bias = text_encoder_in_proj_bias_to_fp16, weight = text_encoder_in_proj_weight_to_fp16, x = input_1_cast_fp16)[name = tensor("linear_0_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_self_attn_weights_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn_weights_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(212608)))]; + tensor text_encoder_encoders_0_layers_0_self_attn_weights_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn_weights_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(317120)))]; + tensor linear_1_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_self_attn_weights_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_self_attn_weights_in_proj_weight_to_fp16, x = linear_0_cast_fp16)[name = tensor("linear_1_cast_fp16")]; + tensor q_1_begin_0 = const()[name = tensor("q_1_begin_0"), val = tensor([0, 0, 0])]; + tensor q_1_end_0 = const()[name = tensor("q_1_end_0"), val = tensor([512, 1, 128])]; + tensor q_1_end_mask_0 = const()[name = tensor("q_1_end_mask_0"), val = tensor([true, true, false])]; + tensor q_1_cast_fp16 = slice_by_index(begin = q_1_begin_0, end = q_1_end_0, end_mask = q_1_end_mask_0, x = linear_1_cast_fp16)[name = tensor("q_1_cast_fp16")]; + tensor k_1_begin_0 = const()[name = tensor("k_1_begin_0"), val = tensor([0, 0, 128])]; + tensor k_1_end_0 = const()[name = tensor("k_1_end_0"), val = tensor([512, 1, 256])]; + tensor k_1_end_mask_0 = const()[name = tensor("k_1_end_mask_0"), val = tensor([true, true, false])]; + tensor k_1_cast_fp16 = slice_by_index(begin = k_1_begin_0, end = k_1_end_0, end_mask = k_1_end_mask_0, x = linear_1_cast_fp16)[name = tensor("k_1_cast_fp16")]; + tensor p_1_begin_0 = const()[name = tensor("p_1_begin_0"), val = tensor([0, 0, 256])]; + tensor p_1_end_0 = const()[name = tensor("p_1_end_0"), val = tensor([512, 1, 272])]; + tensor p_1_end_mask_0 = const()[name = tensor("p_1_end_mask_0"), val = tensor([true, true, true])]; + tensor p_1_cast_fp16 = slice_by_index(begin = p_1_begin_0, end = p_1_end_0, end_mask = p_1_end_mask_0, x = linear_1_cast_fp16)[name = tensor("p_1_cast_fp16")]; + tensor var_74 = const()[name = tensor("op_74"), val = tensor([512, 1, 4, 32])]; + tensor q_3_cast_fp16 = reshape(shape = var_74, x = q_1_cast_fp16)[name = tensor("q_3_cast_fp16")]; + tensor var_76 = const()[name = tensor("op_76"), val = tensor([512, 1, 4, 4])]; + tensor p_3_cast_fp16 = reshape(shape = var_76, x = p_1_cast_fp16)[name = tensor("p_3_cast_fp16")]; + tensor var_78 = const()[name = tensor("op_78"), val = tensor([512, 1, 4, 32])]; + tensor k_3_cast_fp16 = reshape(shape = var_78, x = k_1_cast_fp16)[name = tensor("k_3_cast_fp16")]; + tensor var_82 = const()[name = tensor("op_82"), val = tensor([2, 1, 0, 3])]; + tensor attn_scores_1_transpose_x_0 = const()[name = tensor("attn_scores_1_transpose_x_0"), val = tensor(false)]; + tensor attn_scores_1_transpose_y_0 = const()[name = tensor("attn_scores_1_transpose_y_0"), val = tensor(false)]; + tensor transpose_16_perm_0 = const()[name = tensor("transpose_16_perm_0"), val = tensor([2, 1, -4, -1])]; + tensor transpose_17_perm_0 = const()[name = tensor("transpose_17_perm_0"), val = tensor([2, 1, -1, -4])]; + tensor transpose_17 = transpose(perm = transpose_17_perm_0, x = k_3_cast_fp16)[name = tensor("transpose_74")]; + tensor transpose_16 = transpose(perm = transpose_16_perm_0, x = q_3_cast_fp16)[name = tensor("transpose_75")]; + tensor attn_scores_1_cast_fp16 = matmul(transpose_x = attn_scores_1_transpose_x_0, transpose_y = attn_scores_1_transpose_y_0, x = transpose_16, y = transpose_17)[name = tensor("attn_scores_1_cast_fp16")]; + tensor pos_scores_1_transpose_x_0 = const()[name = tensor("pos_scores_1_transpose_x_0"), val = tensor(false)]; + tensor pos_scores_1_transpose_y_0 = const()[name = tensor("pos_scores_1_transpose_y_0"), val = tensor(false)]; + tensor pos_emb_3_to_fp16 = const()[name = tensor("pos_emb_3_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(317760)))]; + tensor p_5_cast_fp16 = transpose(perm = var_82, x = p_3_cast_fp16)[name = tensor("transpose_76")]; + tensor pos_scores_1_cast_fp16 = matmul(transpose_x = pos_scores_1_transpose_x_0, transpose_y = pos_scores_1_transpose_y_0, x = p_5_cast_fp16, y = pos_emb_3_to_fp16)[name = tensor("pos_scores_1_cast_fp16")]; + tensor var_117 = const()[name = tensor("op_117"), val = tensor([-1, 1023])]; + tensor pos_scores_3_cast_fp16 = reshape(shape = var_117, x = pos_scores_1_cast_fp16)[name = tensor("pos_scores_3_cast_fp16")]; + tensor pos_scores_5_validate_indices_0 = const()[name = tensor("pos_scores_5_validate_indices_0"), val = tensor(false)]; + tensor indexes_1_to_uint16 = const()[name = tensor("indexes_1_to_uint16"), val = tensor([[511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 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427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511]])]; + tensor pos_scores_5_cast_fp16_cast_uint16 = gather_along_axis(axis = var_31, indices = indexes_1_to_uint16, validate_indices = pos_scores_5_validate_indices_0, x = pos_scores_3_cast_fp16)[name = tensor("pos_scores_5_cast_fp16_cast_uint16")]; + tensor var_120 = const()[name = tensor("op_120"), val = tensor([4, 1, 512, 512])]; + tensor pos_scores_7_cast_fp16 = reshape(shape = var_120, x = pos_scores_5_cast_fp16_cast_uint16)[name = tensor("pos_scores_7_cast_fp16")]; + tensor attn_scores_3_cast_fp16 = add(x = attn_scores_1_cast_fp16, y = pos_scores_7_cast_fp16)[name = tensor("attn_scores_3_cast_fp16")]; + tensor var_123_axes_0 = const()[name = tensor("op_123_axes_0"), val = tensor([1])]; + tensor var_123 = expand_dims(axes = var_123_axes_0, x = key_padding_mask_cast_fp16)[name = tensor("op_123")]; + tensor cast_7_to_fp16 = const()[name = tensor("cast_7_to_fp16"), val = tensor(-0x1.f4p+9)]; + tensor x_5_cast_fp16 = select(a = cast_7_to_fp16, b = attn_scores_3_cast_fp16, cond = var_123)[name = tensor("x_5_cast_fp16")]; + tensor input_7_cast_fp16 = softmax(axis = var_24, x = x_5_cast_fp16)[name = tensor("input_7_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_feed_forward1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(350592)))]; + tensor text_encoder_encoders_0_layers_0_feed_forward1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(498112)))]; + tensor linear_3_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_feed_forward1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_feed_forward1_in_proj_weight_to_fp16, x = linear_0_cast_fp16)[name = tensor("linear_3_cast_fp16")]; + tensor var_135_to_fp16 = const()[name = tensor("op_135_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_1_cast_fp16 = sub(x = linear_3_cast_fp16, y = var_135_to_fp16)[name = tensor("x_offset_1_cast_fp16")]; + tensor var_137_cast_fp16 = exp(x = x_offset_1_cast_fp16)[name = tensor("op_137_cast_fp16")]; + tensor var_138_to_fp16 = const()[name = tensor("op_138_to_fp16"), val = tensor(0x1p+0)]; + tensor var_139_cast_fp16 = add(x = var_137_cast_fp16, y = var_138_to_fp16)[name = tensor("op_139_cast_fp16")]; + tensor var_140_epsilon_0 = const()[name = tensor("op_140_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_140_cast_fp16 = log(epsilon = var_140_epsilon_0, x = var_139_cast_fp16)[name = tensor("op_140_cast_fp16")]; + tensor var_16_to_fp16 = const()[name = tensor("op_16_to_fp16"), val = tensor(inf)]; + tensor var_142_cast_fp16 = equal(x = var_140_cast_fp16, y = var_16_to_fp16)[name = tensor("op_142_cast_fp16")]; + tensor log_sum_3_cast_fp16 = select(a = x_offset_1_cast_fp16, b = var_140_cast_fp16, cond = var_142_cast_fp16)[name = tensor("log_sum_3_cast_fp16")]; + tensor var_144_to_fp16 = const()[name = tensor("op_144_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_145_cast_fp16 = mul(x = linear_3_cast_fp16, y = var_144_to_fp16)[name = tensor("op_145_cast_fp16")]; + tensor var_146_cast_fp16 = sub(x = log_sum_3_cast_fp16, y = var_145_cast_fp16)[name = tensor("op_146_cast_fp16")]; + tensor var_147_to_fp16 = const()[name = tensor("op_147_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_11_cast_fp16 = sub(x = var_146_cast_fp16, y = var_147_to_fp16)[name = tensor("x_11_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_feed_forward1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(498944)))]; + tensor text_encoder_encoders_0_layers_0_feed_forward1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(646464)))]; + tensor linear_4_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_feed_forward1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_feed_forward1_out_proj_weight_to_fp16, x = x_11_cast_fp16)[name = tensor("linear_4_cast_fp16")]; + tensor input_9_cast_fp16 = add(x = linear_0_cast_fp16, y = linear_4_cast_fp16)[name = tensor("input_9_cast_fp16")]; + tensor attn_weights_3_begin_0 = const()[name = tensor("attn_weights_3_begin_0"), val = tensor([0, 0, 0, 0])]; + tensor attn_weights_3_end_0 = const()[name = tensor("attn_weights_3_end_0"), val = tensor([1, 1, 512, 512])]; + tensor attn_weights_3_end_mask_0 = const()[name = tensor("attn_weights_3_end_mask_0"), val = tensor([false, true, true, true])]; + tensor attn_weights_3_cast_fp16 = slice_by_index(begin = attn_weights_3_begin_0, end = attn_weights_3_end_0, end_mask = attn_weights_3_end_mask_0, x = input_7_cast_fp16)[name = tensor("attn_weights_3_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_nonlin_attention_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_nonlin_attention_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(646912)))]; + tensor text_encoder_encoders_0_layers_0_nonlin_attention_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_nonlin_attention_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(812864)))]; + tensor linear_5_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_nonlin_attention_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_nonlin_attention_in_proj_weight_to_fp16, x = input_9_cast_fp16)[name = tensor("linear_5_cast_fp16")]; + tensor var_159_split_sizes_0 = const()[name = tensor("op_159_split_sizes_0"), val = tensor([144, 144, 144])]; + tensor var_159_axis_0 = const()[name = tensor("op_159_axis_0"), val = tensor(2)]; + tensor var_159_cast_fp16_0, tensor var_159_cast_fp16_1, tensor var_159_cast_fp16_2 = split(axis = var_159_axis_0, split_sizes = var_159_split_sizes_0, x = linear_5_cast_fp16)[name = tensor("op_159_cast_fp16")]; + tensor s_1_cast_fp16 = tanh(x = var_159_cast_fp16_0)[name = tensor("s_1_cast_fp16")]; + tensor var_163_axes_0 = const()[name = tensor("op_163_axes_0"), val = tensor([-1])]; + tensor var_163_cast_fp16 = expand_dims(axes = var_163_axes_0, x = s_1_cast_fp16)[name = tensor("op_163_cast_fp16")]; + tensor var_164 = const()[name = tensor("op_164"), val = tensor([512, 1, 144])]; + tensor s_3_cast_fp16 = reshape(shape = var_164, x = var_163_cast_fp16)[name = tensor("s_3_cast_fp16")]; + tensor x_17_cast_fp16 = mul(x = var_159_cast_fp16_1, y = s_3_cast_fp16)[name = tensor("x_17_cast_fp16")]; + tensor var_170 = const()[name = tensor("op_170"), val = tensor([512, 1, 1, -1])]; + tensor var_171_cast_fp16 = reshape(shape = var_170, x = x_17_cast_fp16)[name = tensor("op_171_cast_fp16")]; + tensor var_172 = const()[name = tensor("op_172"), val = tensor([2, 1, 0, 3])]; + tensor x_21_transpose_x_0 = const()[name = tensor("x_21_transpose_x_0"), val = tensor(false)]; + tensor x_21_transpose_y_0 = const()[name = tensor("x_21_transpose_y_0"), val = tensor(false)]; + tensor x_19_cast_fp16 = transpose(perm = var_172, x = var_171_cast_fp16)[name = tensor("transpose_73")]; + tensor x_21_cast_fp16 = matmul(transpose_x = x_21_transpose_x_0, transpose_y = x_21_transpose_y_0, x = attn_weights_3_cast_fp16, y = x_19_cast_fp16)[name = tensor("x_21_cast_fp16")]; + tensor var_175 = const()[name = tensor("op_175"), val = tensor([2, 1, 0, 3])]; + tensor var_177 = const()[name = tensor("op_177"), val = tensor([512, 1, -1])]; + tensor var_176_cast_fp16 = transpose(perm = var_175, x = x_21_cast_fp16)[name = tensor("transpose_72")]; + tensor x_23_cast_fp16 = reshape(shape = var_177, x = var_176_cast_fp16)[name = tensor("x_23_cast_fp16")]; + tensor input_13_cast_fp16 = mul(x = x_23_cast_fp16, y = var_159_cast_fp16_2)[name = tensor("input_13_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_nonlin_attention_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_nonlin_attention_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(813824)))]; + tensor text_encoder_encoders_0_layers_0_nonlin_attention_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_nonlin_attention_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(869184)))]; + tensor linear_6_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_nonlin_attention_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_nonlin_attention_out_proj_weight_to_fp16, x = input_13_cast_fp16)[name = tensor("linear_6_cast_fp16")]; + tensor x_25_cast_fp16 = add(x = input_9_cast_fp16, y = linear_6_cast_fp16)[name = tensor("x_25_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_self_attn1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(869632)))]; + tensor text_encoder_encoders_0_layers_0_self_attn1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(888128)))]; + tensor linear_7_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_self_attn1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_self_attn1_in_proj_weight_to_fp16, x = x_25_cast_fp16)[name = tensor("linear_7_cast_fp16")]; + tensor var_193 = const()[name = tensor("op_193"), val = tensor([512, 1, 4, -1])]; + tensor var_194_cast_fp16 = reshape(shape = var_193, x = linear_7_cast_fp16)[name = tensor("op_194_cast_fp16")]; + tensor var_195 = const()[name = tensor("op_195"), val = tensor([2, 1, 0, 3])]; + tensor x_31_transpose_x_0 = const()[name = tensor("x_31_transpose_x_0"), val = tensor(false)]; + tensor x_31_transpose_y_0 = const()[name = tensor("x_31_transpose_y_0"), val = tensor(false)]; + tensor x_29_cast_fp16 = transpose(perm = var_195, x = var_194_cast_fp16)[name = tensor("transpose_71")]; + tensor x_31_cast_fp16 = matmul(transpose_x = x_31_transpose_x_0, transpose_y = x_31_transpose_y_0, x = input_7_cast_fp16, y = x_29_cast_fp16)[name = tensor("x_31_cast_fp16")]; + tensor var_200 = const()[name = tensor("op_200"), val = tensor([2, 1, 0, 3])]; + tensor var_205 = const()[name = tensor("op_205"), val = tensor([512, 1, 48])]; + tensor var_201_cast_fp16 = transpose(perm = var_200, x = x_31_cast_fp16)[name = tensor("transpose_70")]; + tensor input_15_cast_fp16 = reshape(shape = var_205, x = var_201_cast_fp16)[name = tensor("input_15_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_self_attn1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(888320)))]; + tensor text_encoder_encoders_0_layers_0_self_attn1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(906816)))]; + tensor linear_8_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_self_attn1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_self_attn1_out_proj_weight_to_fp16, x = input_15_cast_fp16)[name = tensor("linear_8_cast_fp16")]; + tensor input_17_cast_fp16 = add(x = x_25_cast_fp16, y = linear_8_cast_fp16)[name = tensor("input_17_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_conv_module1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(907264)))]; + tensor text_encoder_encoders_0_layers_0_conv_module1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1054784)))]; + tensor linear_9_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_conv_module1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_conv_module1_in_proj_weight_to_fp16, x = input_17_cast_fp16)[name = tensor("linear_9_cast_fp16")]; + tensor var_217_split_sizes_0 = const()[name = tensor("op_217_split_sizes_0"), val = tensor([192, 192])]; + tensor var_217_axis_0 = const()[name = tensor("op_217_axis_0"), val = tensor(2)]; + tensor var_217_cast_fp16_0, tensor var_217_cast_fp16_1 = split(axis = var_217_axis_0, split_sizes = var_217_split_sizes_0, x = linear_9_cast_fp16)[name = tensor("op_217_cast_fp16")]; + tensor s_5_cast_fp16 = sigmoid(x = var_217_cast_fp16_1)[name = tensor("s_5_cast_fp16")]; + tensor x_37_cast_fp16 = mul(x = var_217_cast_fp16_0, y = s_5_cast_fp16)[name = tensor("x_37_cast_fp16")]; + tensor var_221 = const()[name = tensor("op_221"), val = tensor([1, 2, 0])]; + tensor var_224_reps_0 = const()[name = tensor("op_224_reps_0"), val = tensor([1, 192, 1])]; + tensor var_224 = tile(reps = var_224_reps_0, x = var_123)[name = tensor("op_224")]; + tensor var_28_to_fp16 = const()[name = tensor("op_28_to_fp16"), val = tensor(0x0p+0)]; + tensor x_39_cast_fp16 = transpose(perm = var_221, x = x_37_cast_fp16)[name = tensor("transpose_69")]; + tensor input_21_cast_fp16 = select(a = var_28_to_fp16, b = x_39_cast_fp16, cond = var_224)[name = tensor("input_21_cast_fp16")]; + tensor x_41_pad_type_0 = const()[name = tensor("x_41_pad_type_0"), val = tensor("custom")]; + tensor x_41_pad_0 = const()[name = tensor("x_41_pad_0"), val = tensor([4, 4])]; + tensor x_41_groups_0 = const()[name = tensor("x_41_groups_0"), val = tensor(192)]; + tensor x_41_strides_0 = const()[name = tensor("x_41_strides_0"), val = tensor([1])]; + tensor x_41_dilations_0 = const()[name = tensor("x_41_dilations_0"), val = tensor([1])]; + tensor text_encoder_encoders_0_layers_0_conv_module1_depthwise_conv_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module1_depthwise_conv_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1055616)))]; + tensor text_encoder_encoders_0_layers_0_conv_module1_depthwise_conv_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module1_depthwise_conv_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1059136)))]; + tensor x_41_cast_fp16 = conv(bias = text_encoder_encoders_0_layers_0_conv_module1_depthwise_conv_bias_to_fp16, dilations = x_41_dilations_0, groups = x_41_groups_0, pad = x_41_pad_0, pad_type = x_41_pad_type_0, strides = x_41_strides_0, weight = text_encoder_encoders_0_layers_0_conv_module1_depthwise_conv_weight_to_fp16, x = input_21_cast_fp16)[name = tensor("x_41_cast_fp16")]; + tensor var_233 = const()[name = tensor("op_233"), val = tensor([2, 0, 1])]; + tensor var_238_to_fp16 = const()[name = tensor("op_238_to_fp16"), val = tensor(0x1p+0)]; + tensor x_43_cast_fp16 = transpose(perm = var_233, x = x_41_cast_fp16)[name = tensor("transpose_68")]; + tensor x_offset_3_cast_fp16 = sub(x = x_43_cast_fp16, y = var_238_to_fp16)[name = tensor("x_offset_3_cast_fp16")]; + tensor var_240_cast_fp16 = exp(x = x_offset_3_cast_fp16)[name = tensor("op_240_cast_fp16")]; + tensor var_241_to_fp16 = const()[name = tensor("op_241_to_fp16"), val = tensor(0x1p+0)]; + tensor var_242_cast_fp16 = add(x = var_240_cast_fp16, y = var_241_to_fp16)[name = tensor("op_242_cast_fp16")]; + tensor var_243_epsilon_0 = const()[name = tensor("op_243_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_243_cast_fp16 = log(epsilon = var_243_epsilon_0, x = var_242_cast_fp16)[name = tensor("op_243_cast_fp16")]; + tensor var_245_cast_fp16 = equal(x = var_243_cast_fp16, y = var_16_to_fp16)[name = tensor("op_245_cast_fp16")]; + tensor log_sum_7_cast_fp16 = select(a = x_offset_3_cast_fp16, b = var_243_cast_fp16, cond = var_245_cast_fp16)[name = tensor("log_sum_7_cast_fp16")]; + tensor var_247_to_fp16 = const()[name = tensor("op_247_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_248_cast_fp16 = mul(x = x_43_cast_fp16, y = var_247_to_fp16)[name = tensor("op_248_cast_fp16")]; + tensor var_249_cast_fp16 = sub(x = log_sum_7_cast_fp16, y = var_248_cast_fp16)[name = tensor("op_249_cast_fp16")]; + tensor var_250_to_fp16 = const()[name = tensor("op_250_to_fp16"), val = tensor(0x1.40cp-2)]; + tensor x_47_cast_fp16 = sub(x = var_249_cast_fp16, y = var_250_to_fp16)[name = tensor("x_47_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_conv_module1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1059584)))]; + tensor text_encoder_encoders_0_layers_0_conv_module1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1133376)))]; + tensor linear_10_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_conv_module1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_conv_module1_out_proj_weight_to_fp16, x = x_47_cast_fp16)[name = tensor("linear_10_cast_fp16")]; + tensor input_23_cast_fp16 = add(x = input_17_cast_fp16, y = linear_10_cast_fp16)[name = tensor("input_23_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_feed_forward2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1133824)))]; + tensor text_encoder_encoders_0_layers_0_feed_forward2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1330496)))]; + tensor linear_11_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_feed_forward2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_feed_forward2_in_proj_weight_to_fp16, x = input_23_cast_fp16)[name = tensor("linear_11_cast_fp16")]; + tensor var_262_to_fp16 = const()[name = tensor("op_262_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_5_cast_fp16 = sub(x = linear_11_cast_fp16, y = var_262_to_fp16)[name = tensor("x_offset_5_cast_fp16")]; + tensor var_264_cast_fp16 = exp(x = x_offset_5_cast_fp16)[name = tensor("op_264_cast_fp16")]; + tensor var_265_to_fp16 = const()[name = tensor("op_265_to_fp16"), val = tensor(0x1p+0)]; + tensor var_266_cast_fp16 = add(x = var_264_cast_fp16, y = var_265_to_fp16)[name = tensor("op_266_cast_fp16")]; + tensor var_267_epsilon_0 = const()[name = tensor("op_267_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_267_cast_fp16 = log(epsilon = var_267_epsilon_0, x = var_266_cast_fp16)[name = tensor("op_267_cast_fp16")]; + tensor var_269_cast_fp16 = equal(x = var_267_cast_fp16, y = var_16_to_fp16)[name = tensor("op_269_cast_fp16")]; + tensor log_sum_11_cast_fp16 = select(a = x_offset_5_cast_fp16, b = var_267_cast_fp16, cond = var_269_cast_fp16)[name = tensor("log_sum_11_cast_fp16")]; + tensor var_271_to_fp16 = const()[name = tensor("op_271_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_272_cast_fp16 = mul(x = linear_11_cast_fp16, y = var_271_to_fp16)[name = tensor("op_272_cast_fp16")]; + tensor var_273_cast_fp16 = sub(x = log_sum_11_cast_fp16, y = var_272_cast_fp16)[name = tensor("op_273_cast_fp16")]; + tensor var_274_to_fp16 = const()[name = tensor("op_274_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_53_cast_fp16 = sub(x = var_273_cast_fp16, y = var_274_to_fp16)[name = tensor("x_53_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_feed_forward2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1331584)))]; + tensor text_encoder_encoders_0_layers_0_feed_forward2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1528256)))]; + tensor linear_12_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_feed_forward2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_feed_forward2_out_proj_weight_to_fp16, x = x_53_cast_fp16)[name = tensor("linear_12_cast_fp16")]; + tensor src_1_cast_fp16 = add(x = input_23_cast_fp16, y = linear_12_cast_fp16)[name = tensor("src_1_cast_fp16")]; + tensor var_279_cast_fp16 = sub(x = src_1_cast_fp16, y = linear_0_cast_fp16)[name = tensor("op_279_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_bypass_mid_bypass_scale_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_bypass_mid_bypass_scale_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1528704)))]; + tensor var_280_cast_fp16 = mul(x = var_279_cast_fp16, y = text_encoder_encoders_0_layers_0_bypass_mid_bypass_scale_to_fp16)[name = tensor("op_280_cast_fp16")]; + tensor x_55_cast_fp16 = add(x = linear_0_cast_fp16, y = var_280_cast_fp16)[name = tensor("x_55_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_self_attn2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1529152)))]; + tensor text_encoder_encoders_0_layers_0_self_attn2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1547648)))]; + tensor linear_13_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_self_attn2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_self_attn2_in_proj_weight_to_fp16, x = x_55_cast_fp16)[name = tensor("linear_13_cast_fp16")]; + tensor var_291 = const()[name = tensor("op_291"), val = tensor([512, 1, 4, -1])]; + tensor var_292_cast_fp16 = reshape(shape = var_291, x = linear_13_cast_fp16)[name = tensor("op_292_cast_fp16")]; + tensor var_293 = const()[name = tensor("op_293"), val = tensor([2, 1, 0, 3])]; + tensor x_61_transpose_x_0 = const()[name = tensor("x_61_transpose_x_0"), val = tensor(false)]; + tensor x_61_transpose_y_0 = const()[name = tensor("x_61_transpose_y_0"), val = tensor(false)]; + tensor x_59_cast_fp16 = transpose(perm = var_293, x = var_292_cast_fp16)[name = tensor("transpose_67")]; + tensor x_61_cast_fp16 = matmul(transpose_x = x_61_transpose_x_0, transpose_y = x_61_transpose_y_0, x = input_7_cast_fp16, y = x_59_cast_fp16)[name = tensor("x_61_cast_fp16")]; + tensor var_298 = const()[name = tensor("op_298"), val = tensor([2, 1, 0, 3])]; + tensor var_303 = const()[name = tensor("op_303"), val = tensor([512, 1, 48])]; + tensor var_299_cast_fp16 = transpose(perm = var_298, x = x_61_cast_fp16)[name = tensor("transpose_66")]; + tensor input_25_cast_fp16 = reshape(shape = var_303, x = var_299_cast_fp16)[name = tensor("input_25_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_self_attn2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1547840)))]; + tensor text_encoder_encoders_0_layers_0_self_attn2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_self_attn2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1566336)))]; + tensor linear_14_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_self_attn2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_self_attn2_out_proj_weight_to_fp16, x = input_25_cast_fp16)[name = tensor("linear_14_cast_fp16")]; + tensor input_27_cast_fp16 = add(x = x_55_cast_fp16, y = linear_14_cast_fp16)[name = tensor("input_27_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_conv_module2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1566784)))]; + tensor text_encoder_encoders_0_layers_0_conv_module2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1714304)))]; + tensor linear_15_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_conv_module2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_conv_module2_in_proj_weight_to_fp16, x = input_27_cast_fp16)[name = tensor("linear_15_cast_fp16")]; + tensor var_315_split_sizes_0 = const()[name = tensor("op_315_split_sizes_0"), val = tensor([192, 192])]; + tensor var_315_axis_0 = const()[name = tensor("op_315_axis_0"), val = tensor(2)]; + tensor var_315_cast_fp16_0, tensor var_315_cast_fp16_1 = split(axis = var_315_axis_0, split_sizes = var_315_split_sizes_0, x = linear_15_cast_fp16)[name = tensor("op_315_cast_fp16")]; + tensor s_7_cast_fp16 = sigmoid(x = var_315_cast_fp16_1)[name = tensor("s_7_cast_fp16")]; + tensor x_67_cast_fp16 = mul(x = var_315_cast_fp16_0, y = s_7_cast_fp16)[name = tensor("x_67_cast_fp16")]; + tensor var_319 = const()[name = tensor("op_319"), val = tensor([1, 2, 0])]; + tensor x_69_cast_fp16 = transpose(perm = var_319, x = x_67_cast_fp16)[name = tensor("transpose_65")]; + tensor input_31_cast_fp16 = select(a = var_28_to_fp16, b = x_69_cast_fp16, cond = var_224)[name = tensor("input_31_cast_fp16")]; + tensor x_71_pad_type_0 = const()[name = tensor("x_71_pad_type_0"), val = tensor("custom")]; + tensor x_71_pad_0 = const()[name = tensor("x_71_pad_0"), val = tensor([4, 4])]; + tensor x_71_groups_0 = const()[name = tensor("x_71_groups_0"), val = tensor(192)]; + tensor x_71_strides_0 = const()[name = tensor("x_71_strides_0"), val = tensor([1])]; + tensor x_71_dilations_0 = const()[name = tensor("x_71_dilations_0"), val = tensor([1])]; + tensor text_encoder_encoders_0_layers_0_conv_module2_depthwise_conv_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module2_depthwise_conv_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1715136)))]; + tensor text_encoder_encoders_0_layers_0_conv_module2_depthwise_conv_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module2_depthwise_conv_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1718656)))]; + tensor x_71_cast_fp16 = conv(bias = text_encoder_encoders_0_layers_0_conv_module2_depthwise_conv_bias_to_fp16, dilations = x_71_dilations_0, groups = x_71_groups_0, pad = x_71_pad_0, pad_type = x_71_pad_type_0, strides = x_71_strides_0, weight = text_encoder_encoders_0_layers_0_conv_module2_depthwise_conv_weight_to_fp16, x = input_31_cast_fp16)[name = tensor("x_71_cast_fp16")]; + tensor var_331 = const()[name = tensor("op_331"), val = tensor([2, 0, 1])]; + tensor var_336_to_fp16 = const()[name = tensor("op_336_to_fp16"), val = tensor(0x1p+0)]; + tensor x_73_cast_fp16 = transpose(perm = var_331, x = x_71_cast_fp16)[name = tensor("transpose_64")]; + tensor x_offset_7_cast_fp16 = sub(x = x_73_cast_fp16, y = var_336_to_fp16)[name = tensor("x_offset_7_cast_fp16")]; + tensor var_338_cast_fp16 = exp(x = x_offset_7_cast_fp16)[name = tensor("op_338_cast_fp16")]; + tensor var_339_to_fp16 = const()[name = tensor("op_339_to_fp16"), val = tensor(0x1p+0)]; + tensor var_340_cast_fp16 = add(x = var_338_cast_fp16, y = var_339_to_fp16)[name = tensor("op_340_cast_fp16")]; + tensor var_341_epsilon_0 = const()[name = tensor("op_341_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_341_cast_fp16 = log(epsilon = var_341_epsilon_0, x = var_340_cast_fp16)[name = tensor("op_341_cast_fp16")]; + tensor var_343_cast_fp16 = equal(x = var_341_cast_fp16, y = var_16_to_fp16)[name = tensor("op_343_cast_fp16")]; + tensor log_sum_15_cast_fp16 = select(a = x_offset_7_cast_fp16, b = var_341_cast_fp16, cond = var_343_cast_fp16)[name = tensor("log_sum_15_cast_fp16")]; + tensor var_345_to_fp16 = const()[name = tensor("op_345_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_346_cast_fp16 = mul(x = x_73_cast_fp16, y = var_345_to_fp16)[name = tensor("op_346_cast_fp16")]; + tensor var_347_cast_fp16 = sub(x = log_sum_15_cast_fp16, y = var_346_cast_fp16)[name = tensor("op_347_cast_fp16")]; + tensor var_348_to_fp16 = const()[name = tensor("op_348_to_fp16"), val = tensor(0x1.40cp-2)]; + tensor x_77_cast_fp16 = sub(x = var_347_cast_fp16, y = var_348_to_fp16)[name = tensor("x_77_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_conv_module2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1719104)))]; + tensor text_encoder_encoders_0_layers_0_conv_module2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_conv_module2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1792896)))]; + tensor linear_16_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_conv_module2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_conv_module2_out_proj_weight_to_fp16, x = x_77_cast_fp16)[name = tensor("linear_16_cast_fp16")]; + tensor input_33_cast_fp16 = add(x = input_27_cast_fp16, y = linear_16_cast_fp16)[name = tensor("input_33_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_feed_forward3_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward3_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(1793344)))]; + tensor text_encoder_encoders_0_layers_0_feed_forward3_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward3_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2039168)))]; + tensor linear_17_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_feed_forward3_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_feed_forward3_in_proj_weight_to_fp16, x = input_33_cast_fp16)[name = tensor("linear_17_cast_fp16")]; + tensor var_360_to_fp16 = const()[name = tensor("op_360_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_9_cast_fp16 = sub(x = linear_17_cast_fp16, y = var_360_to_fp16)[name = tensor("x_offset_9_cast_fp16")]; + tensor var_362_cast_fp16 = exp(x = x_offset_9_cast_fp16)[name = tensor("op_362_cast_fp16")]; + tensor var_363_to_fp16 = const()[name = tensor("op_363_to_fp16"), val = tensor(0x1p+0)]; + tensor var_364_cast_fp16 = add(x = var_362_cast_fp16, y = var_363_to_fp16)[name = tensor("op_364_cast_fp16")]; + tensor var_365_epsilon_0 = const()[name = tensor("op_365_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_365_cast_fp16 = log(epsilon = var_365_epsilon_0, x = var_364_cast_fp16)[name = tensor("op_365_cast_fp16")]; + tensor var_367_cast_fp16 = equal(x = var_365_cast_fp16, y = var_16_to_fp16)[name = tensor("op_367_cast_fp16")]; + tensor log_sum_19_cast_fp16 = select(a = x_offset_9_cast_fp16, b = var_365_cast_fp16, cond = var_367_cast_fp16)[name = tensor("log_sum_19_cast_fp16")]; + tensor var_369_to_fp16 = const()[name = tensor("op_369_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_370_cast_fp16 = mul(x = linear_17_cast_fp16, y = var_369_to_fp16)[name = tensor("op_370_cast_fp16")]; + tensor var_371_cast_fp16 = sub(x = log_sum_19_cast_fp16, y = var_370_cast_fp16)[name = tensor("op_371_cast_fp16")]; + tensor var_372_to_fp16 = const()[name = tensor("op_372_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_83_cast_fp16 = sub(x = var_371_cast_fp16, y = var_372_to_fp16)[name = tensor("x_83_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_feed_forward3_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward3_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2040512)))]; + tensor text_encoder_encoders_0_layers_0_feed_forward3_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_feed_forward3_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2286336)))]; + tensor linear_18_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_0_feed_forward3_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_0_feed_forward3_out_proj_weight_to_fp16, x = x_83_cast_fp16)[name = tensor("linear_18_cast_fp16")]; + tensor x_85_cast_fp16 = add(x = input_33_cast_fp16, y = linear_18_cast_fp16)[name = tensor("x_85_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_norm_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_norm_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2286784)))]; + tensor var_378_cast_fp16 = sub(x = x_85_cast_fp16, y = text_encoder_encoders_0_layers_0_norm_bias_to_fp16)[name = tensor("op_378_cast_fp16")]; + tensor var_29_promoted_to_fp16 = const()[name = tensor("op_29_promoted_to_fp16"), val = tensor(0x1p+1)]; + tensor var_379_cast_fp16 = pow(x = var_378_cast_fp16, y = var_29_promoted_to_fp16)[name = tensor("op_379_cast_fp16")]; + tensor var_381_axes_0 = const()[name = tensor("op_381_axes_0"), val = tensor([2])]; + tensor var_381_keep_dims_0 = const()[name = tensor("op_381_keep_dims_0"), val = tensor(true)]; + tensor var_381_cast_fp16 = reduce_mean(axes = var_381_axes_0, keep_dims = var_381_keep_dims_0, x = var_379_cast_fp16)[name = tensor("op_381_cast_fp16")]; + tensor var_12_to_fp16 = const()[name = tensor("op_12_to_fp16"), val = tensor(-0x1p-1)]; + tensor var_382_cast_fp16 = pow(x = var_381_cast_fp16, y = var_12_to_fp16)[name = tensor("op_382_cast_fp16")]; + tensor var_383_to_fp16 = const()[name = tensor("op_383_to_fp16"), val = tensor(0x1.4a8p+0)]; + tensor scales_1_cast_fp16 = mul(x = var_382_cast_fp16, y = var_383_to_fp16)[name = tensor("scales_1_cast_fp16")]; + tensor src_3_cast_fp16 = mul(x = x_85_cast_fp16, y = scales_1_cast_fp16)[name = tensor("src_3_cast_fp16")]; + tensor var_387_cast_fp16 = sub(x = src_3_cast_fp16, y = linear_0_cast_fp16)[name = tensor("op_387_cast_fp16")]; + tensor text_encoder_encoders_0_layers_0_bypass_bypass_scale_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_0_bypass_bypass_scale_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2287232)))]; + tensor var_388_cast_fp16 = mul(x = var_387_cast_fp16, y = text_encoder_encoders_0_layers_0_bypass_bypass_scale_to_fp16)[name = tensor("op_388_cast_fp16")]; + tensor input_35_cast_fp16 = add(x = linear_0_cast_fp16, y = var_388_cast_fp16)[name = tensor("input_35_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_self_attn_weights_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn_weights_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2287680)))]; + tensor text_encoder_encoders_0_layers_1_self_attn_weights_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn_weights_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2392192)))]; + tensor linear_19_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_self_attn_weights_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_self_attn_weights_in_proj_weight_to_fp16, x = input_35_cast_fp16)[name = tensor("linear_19_cast_fp16")]; + tensor q_7_begin_0 = const()[name = tensor("q_7_begin_0"), val = tensor([0, 0, 0])]; + tensor q_7_end_0 = const()[name = tensor("q_7_end_0"), val = tensor([512, 1, 128])]; + tensor q_7_end_mask_0 = const()[name = tensor("q_7_end_mask_0"), val = tensor([true, true, false])]; + tensor q_7_cast_fp16 = slice_by_index(begin = q_7_begin_0, end = q_7_end_0, end_mask = q_7_end_mask_0, x = linear_19_cast_fp16)[name = tensor("q_7_cast_fp16")]; + tensor k_7_begin_0 = const()[name = tensor("k_7_begin_0"), val = tensor([0, 0, 128])]; + tensor k_7_end_0 = const()[name = tensor("k_7_end_0"), val = tensor([512, 1, 256])]; + tensor k_7_end_mask_0 = const()[name = tensor("k_7_end_mask_0"), val = tensor([true, true, false])]; + tensor k_7_cast_fp16 = slice_by_index(begin = k_7_begin_0, end = k_7_end_0, end_mask = k_7_end_mask_0, x = linear_19_cast_fp16)[name = tensor("k_7_cast_fp16")]; + tensor p_7_begin_0 = const()[name = tensor("p_7_begin_0"), val = tensor([0, 0, 256])]; + tensor p_7_end_0 = const()[name = tensor("p_7_end_0"), val = tensor([512, 1, 272])]; + tensor p_7_end_mask_0 = const()[name = tensor("p_7_end_mask_0"), val = tensor([true, true, true])]; + tensor p_7_cast_fp16 = slice_by_index(begin = p_7_begin_0, end = p_7_end_0, end_mask = p_7_end_mask_0, x = linear_19_cast_fp16)[name = tensor("p_7_cast_fp16")]; + tensor var_413 = const()[name = tensor("op_413"), val = tensor([512, 1, 4, 32])]; + tensor q_9_cast_fp16 = reshape(shape = var_413, x = q_7_cast_fp16)[name = tensor("q_9_cast_fp16")]; + tensor var_415 = const()[name = tensor("op_415"), val = tensor([512, 1, 4, 4])]; + tensor p_9_cast_fp16 = reshape(shape = var_415, x = p_7_cast_fp16)[name = tensor("p_9_cast_fp16")]; + tensor var_417 = const()[name = tensor("op_417"), val = tensor([512, 1, 4, 32])]; + tensor k_9_cast_fp16 = reshape(shape = var_417, x = k_7_cast_fp16)[name = tensor("k_9_cast_fp16")]; + tensor var_421 = const()[name = tensor("op_421"), val = tensor([2, 1, 0, 3])]; + tensor attn_scores_5_transpose_x_0 = const()[name = tensor("attn_scores_5_transpose_x_0"), val = tensor(false)]; + tensor attn_scores_5_transpose_y_0 = const()[name = tensor("attn_scores_5_transpose_y_0"), val = tensor(false)]; + tensor transpose_18_perm_0 = const()[name = tensor("transpose_18_perm_0"), val = tensor([2, 1, -4, -1])]; + tensor transpose_19_perm_0 = const()[name = tensor("transpose_19_perm_0"), val = tensor([2, 1, -1, -4])]; + tensor transpose_19 = transpose(perm = transpose_19_perm_0, x = k_9_cast_fp16)[name = tensor("transpose_61")]; + tensor transpose_18 = transpose(perm = transpose_18_perm_0, x = q_9_cast_fp16)[name = tensor("transpose_62")]; + tensor attn_scores_5_cast_fp16 = matmul(transpose_x = attn_scores_5_transpose_x_0, transpose_y = attn_scores_5_transpose_y_0, x = transpose_18, y = transpose_19)[name = tensor("attn_scores_5_cast_fp16")]; + tensor pos_scores_9_transpose_x_0 = const()[name = tensor("pos_scores_9_transpose_x_0"), val = tensor(false)]; + tensor pos_scores_9_transpose_y_0 = const()[name = tensor("pos_scores_9_transpose_y_0"), val = tensor(false)]; + tensor pos_emb_7_to_fp16 = const()[name = tensor("pos_emb_7_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2392832)))]; + tensor p_11_cast_fp16 = transpose(perm = var_421, x = p_9_cast_fp16)[name = tensor("transpose_63")]; + tensor pos_scores_9_cast_fp16 = matmul(transpose_x = pos_scores_9_transpose_x_0, transpose_y = pos_scores_9_transpose_y_0, x = p_11_cast_fp16, y = pos_emb_7_to_fp16)[name = tensor("pos_scores_9_cast_fp16")]; + tensor var_456 = const()[name = tensor("op_456"), val = tensor([-1, 1023])]; + tensor pos_scores_11_cast_fp16 = reshape(shape = var_456, x = pos_scores_9_cast_fp16)[name = tensor("pos_scores_11_cast_fp16")]; + tensor pos_scores_13_validate_indices_0 = const()[name = tensor("pos_scores_13_validate_indices_0"), val = tensor(false)]; + tensor pos_scores_13_cast_fp16_cast_uint16 = gather_along_axis(axis = var_31, indices = indexes_1_to_uint16, validate_indices = pos_scores_13_validate_indices_0, x = pos_scores_11_cast_fp16)[name = tensor("pos_scores_13_cast_fp16_cast_uint16")]; + tensor var_459 = const()[name = tensor("op_459"), val = tensor([4, 1, 512, 512])]; + tensor pos_scores_15_cast_fp16 = reshape(shape = var_459, x = pos_scores_13_cast_fp16_cast_uint16)[name = tensor("pos_scores_15_cast_fp16")]; + tensor attn_scores_7_cast_fp16 = add(x = attn_scores_5_cast_fp16, y = pos_scores_15_cast_fp16)[name = tensor("attn_scores_7_cast_fp16")]; + tensor cast_21_to_fp16 = const()[name = tensor("cast_21_to_fp16"), val = tensor(-0x1.f4p+9)]; + tensor x_89_cast_fp16 = select(a = cast_21_to_fp16, b = attn_scores_7_cast_fp16, cond = var_123)[name = tensor("x_89_cast_fp16")]; + tensor input_37_cast_fp16 = softmax(axis = var_24, x = x_89_cast_fp16)[name = tensor("input_37_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_feed_forward1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2425664)))]; + tensor text_encoder_encoders_0_layers_1_feed_forward1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2573184)))]; + tensor linear_21_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_feed_forward1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_feed_forward1_in_proj_weight_to_fp16, x = input_35_cast_fp16)[name = tensor("linear_21_cast_fp16")]; + tensor var_474_to_fp16 = const()[name = tensor("op_474_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_11_cast_fp16 = sub(x = linear_21_cast_fp16, y = var_474_to_fp16)[name = tensor("x_offset_11_cast_fp16")]; + tensor var_476_cast_fp16 = exp(x = x_offset_11_cast_fp16)[name = tensor("op_476_cast_fp16")]; + tensor var_477_to_fp16 = const()[name = tensor("op_477_to_fp16"), val = tensor(0x1p+0)]; + tensor var_478_cast_fp16 = add(x = var_476_cast_fp16, y = var_477_to_fp16)[name = tensor("op_478_cast_fp16")]; + tensor var_479_epsilon_0 = const()[name = tensor("op_479_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_479_cast_fp16 = log(epsilon = var_479_epsilon_0, x = var_478_cast_fp16)[name = tensor("op_479_cast_fp16")]; + tensor var_481_cast_fp16 = equal(x = var_479_cast_fp16, y = var_16_to_fp16)[name = tensor("op_481_cast_fp16")]; + tensor log_sum_23_cast_fp16 = select(a = x_offset_11_cast_fp16, b = var_479_cast_fp16, cond = var_481_cast_fp16)[name = tensor("log_sum_23_cast_fp16")]; + tensor var_483_to_fp16 = const()[name = tensor("op_483_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_484_cast_fp16 = mul(x = linear_21_cast_fp16, y = var_483_to_fp16)[name = tensor("op_484_cast_fp16")]; + tensor var_485_cast_fp16 = sub(x = log_sum_23_cast_fp16, y = var_484_cast_fp16)[name = tensor("op_485_cast_fp16")]; + tensor var_486_to_fp16 = const()[name = tensor("op_486_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_95_cast_fp16 = sub(x = var_485_cast_fp16, y = var_486_to_fp16)[name = tensor("x_95_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_feed_forward1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2574016)))]; + tensor text_encoder_encoders_0_layers_1_feed_forward1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2721536)))]; + tensor linear_22_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_feed_forward1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_feed_forward1_out_proj_weight_to_fp16, x = x_95_cast_fp16)[name = tensor("linear_22_cast_fp16")]; + tensor input_39_cast_fp16 = add(x = input_35_cast_fp16, y = linear_22_cast_fp16)[name = tensor("input_39_cast_fp16")]; + tensor attn_weights_7_begin_0 = const()[name = tensor("attn_weights_7_begin_0"), val = tensor([0, 0, 0, 0])]; + tensor attn_weights_7_end_0 = const()[name = tensor("attn_weights_7_end_0"), val = tensor([1, 1, 512, 512])]; + tensor attn_weights_7_end_mask_0 = const()[name = tensor("attn_weights_7_end_mask_0"), val = tensor([false, true, true, true])]; + tensor attn_weights_7_cast_fp16 = slice_by_index(begin = attn_weights_7_begin_0, end = attn_weights_7_end_0, end_mask = attn_weights_7_end_mask_0, x = input_37_cast_fp16)[name = tensor("attn_weights_7_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_nonlin_attention_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_nonlin_attention_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2721984)))]; + tensor text_encoder_encoders_0_layers_1_nonlin_attention_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_nonlin_attention_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2887936)))]; + tensor linear_23_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_nonlin_attention_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_nonlin_attention_in_proj_weight_to_fp16, x = input_39_cast_fp16)[name = tensor("linear_23_cast_fp16")]; + tensor var_498_split_sizes_0 = const()[name = tensor("op_498_split_sizes_0"), val = tensor([144, 144, 144])]; + tensor var_498_axis_0 = const()[name = tensor("op_498_axis_0"), val = tensor(2)]; + tensor var_498_cast_fp16_0, tensor var_498_cast_fp16_1, tensor var_498_cast_fp16_2 = split(axis = var_498_axis_0, split_sizes = var_498_split_sizes_0, x = linear_23_cast_fp16)[name = tensor("op_498_cast_fp16")]; + tensor s_9_cast_fp16 = tanh(x = var_498_cast_fp16_0)[name = tensor("s_9_cast_fp16")]; + tensor var_502_axes_0 = const()[name = tensor("op_502_axes_0"), val = tensor([-1])]; + tensor var_502_cast_fp16 = expand_dims(axes = var_502_axes_0, x = s_9_cast_fp16)[name = tensor("op_502_cast_fp16")]; + tensor var_503 = const()[name = tensor("op_503"), val = tensor([512, 1, 144])]; + tensor s_11_cast_fp16 = reshape(shape = var_503, x = var_502_cast_fp16)[name = tensor("s_11_cast_fp16")]; + tensor x_101_cast_fp16 = mul(x = var_498_cast_fp16_1, y = s_11_cast_fp16)[name = tensor("x_101_cast_fp16")]; + tensor var_509 = const()[name = tensor("op_509"), val = tensor([512, 1, 1, -1])]; + tensor var_510_cast_fp16 = reshape(shape = var_509, x = x_101_cast_fp16)[name = tensor("op_510_cast_fp16")]; + tensor var_511 = const()[name = tensor("op_511"), val = tensor([2, 1, 0, 3])]; + tensor x_105_transpose_x_0 = const()[name = tensor("x_105_transpose_x_0"), val = tensor(false)]; + tensor x_105_transpose_y_0 = const()[name = tensor("x_105_transpose_y_0"), val = tensor(false)]; + tensor x_103_cast_fp16 = transpose(perm = var_511, x = var_510_cast_fp16)[name = tensor("transpose_60")]; + tensor x_105_cast_fp16 = matmul(transpose_x = x_105_transpose_x_0, transpose_y = x_105_transpose_y_0, x = attn_weights_7_cast_fp16, y = x_103_cast_fp16)[name = tensor("x_105_cast_fp16")]; + tensor var_514 = const()[name = tensor("op_514"), val = tensor([2, 1, 0, 3])]; + tensor var_516 = const()[name = tensor("op_516"), val = tensor([512, 1, -1])]; + tensor var_515_cast_fp16 = transpose(perm = var_514, x = x_105_cast_fp16)[name = tensor("transpose_59")]; + tensor x_107_cast_fp16 = reshape(shape = var_516, x = var_515_cast_fp16)[name = tensor("x_107_cast_fp16")]; + tensor input_43_cast_fp16 = mul(x = x_107_cast_fp16, y = var_498_cast_fp16_2)[name = tensor("input_43_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_nonlin_attention_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_nonlin_attention_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2888896)))]; + tensor text_encoder_encoders_0_layers_1_nonlin_attention_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_nonlin_attention_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2944256)))]; + tensor linear_24_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_nonlin_attention_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_nonlin_attention_out_proj_weight_to_fp16, x = input_43_cast_fp16)[name = tensor("linear_24_cast_fp16")]; + tensor x_109_cast_fp16 = add(x = input_39_cast_fp16, y = linear_24_cast_fp16)[name = tensor("x_109_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_self_attn1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2944704)))]; + tensor text_encoder_encoders_0_layers_1_self_attn1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2963200)))]; + tensor linear_25_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_self_attn1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_self_attn1_in_proj_weight_to_fp16, x = x_109_cast_fp16)[name = tensor("linear_25_cast_fp16")]; + tensor var_532 = const()[name = tensor("op_532"), val = tensor([512, 1, 4, -1])]; + tensor var_533_cast_fp16 = reshape(shape = var_532, x = linear_25_cast_fp16)[name = tensor("op_533_cast_fp16")]; + tensor var_534 = const()[name = tensor("op_534"), val = tensor([2, 1, 0, 3])]; + tensor x_115_transpose_x_0 = const()[name = tensor("x_115_transpose_x_0"), val = tensor(false)]; + tensor x_115_transpose_y_0 = const()[name = tensor("x_115_transpose_y_0"), val = tensor(false)]; + tensor x_113_cast_fp16 = transpose(perm = var_534, x = var_533_cast_fp16)[name = tensor("transpose_58")]; + tensor x_115_cast_fp16 = matmul(transpose_x = x_115_transpose_x_0, transpose_y = x_115_transpose_y_0, x = input_37_cast_fp16, y = x_113_cast_fp16)[name = tensor("x_115_cast_fp16")]; + tensor var_539 = const()[name = tensor("op_539"), val = tensor([2, 1, 0, 3])]; + tensor var_544 = const()[name = tensor("op_544"), val = tensor([512, 1, 48])]; + tensor var_540_cast_fp16 = transpose(perm = var_539, x = x_115_cast_fp16)[name = tensor("transpose_57")]; + tensor input_45_cast_fp16 = reshape(shape = var_544, x = var_540_cast_fp16)[name = tensor("input_45_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_self_attn1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2963392)))]; + tensor text_encoder_encoders_0_layers_1_self_attn1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2981888)))]; + tensor linear_26_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_self_attn1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_self_attn1_out_proj_weight_to_fp16, x = input_45_cast_fp16)[name = tensor("linear_26_cast_fp16")]; + tensor input_47_cast_fp16 = add(x = x_109_cast_fp16, y = linear_26_cast_fp16)[name = tensor("input_47_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_conv_module1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(2982336)))]; + tensor text_encoder_encoders_0_layers_1_conv_module1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3129856)))]; + tensor linear_27_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_conv_module1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_conv_module1_in_proj_weight_to_fp16, x = input_47_cast_fp16)[name = tensor("linear_27_cast_fp16")]; + tensor var_556_split_sizes_0 = const()[name = tensor("op_556_split_sizes_0"), val = tensor([192, 192])]; + tensor var_556_axis_0 = const()[name = tensor("op_556_axis_0"), val = tensor(2)]; + tensor var_556_cast_fp16_0, tensor var_556_cast_fp16_1 = split(axis = var_556_axis_0, split_sizes = var_556_split_sizes_0, x = linear_27_cast_fp16)[name = tensor("op_556_cast_fp16")]; + tensor s_13_cast_fp16 = sigmoid(x = var_556_cast_fp16_1)[name = tensor("s_13_cast_fp16")]; + tensor x_121_cast_fp16 = mul(x = var_556_cast_fp16_0, y = s_13_cast_fp16)[name = tensor("x_121_cast_fp16")]; + tensor var_560 = const()[name = tensor("op_560"), val = tensor([1, 2, 0])]; + tensor x_123_cast_fp16 = transpose(perm = var_560, x = x_121_cast_fp16)[name = tensor("transpose_56")]; + tensor input_51_cast_fp16 = select(a = var_28_to_fp16, b = x_123_cast_fp16, cond = var_224)[name = tensor("input_51_cast_fp16")]; + tensor x_125_pad_type_0 = const()[name = tensor("x_125_pad_type_0"), val = tensor("custom")]; + tensor x_125_pad_0 = const()[name = tensor("x_125_pad_0"), val = tensor([4, 4])]; + tensor x_125_groups_0 = const()[name = tensor("x_125_groups_0"), val = tensor(192)]; + tensor x_125_strides_0 = const()[name = tensor("x_125_strides_0"), val = tensor([1])]; + tensor x_125_dilations_0 = const()[name = tensor("x_125_dilations_0"), val = tensor([1])]; + tensor text_encoder_encoders_0_layers_1_conv_module1_depthwise_conv_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module1_depthwise_conv_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3130688)))]; + tensor text_encoder_encoders_0_layers_1_conv_module1_depthwise_conv_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module1_depthwise_conv_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3134208)))]; + tensor x_125_cast_fp16 = conv(bias = text_encoder_encoders_0_layers_1_conv_module1_depthwise_conv_bias_to_fp16, dilations = x_125_dilations_0, groups = x_125_groups_0, pad = x_125_pad_0, pad_type = x_125_pad_type_0, strides = x_125_strides_0, weight = text_encoder_encoders_0_layers_1_conv_module1_depthwise_conv_weight_to_fp16, x = input_51_cast_fp16)[name = tensor("x_125_cast_fp16")]; + tensor var_572 = const()[name = tensor("op_572"), val = tensor([2, 0, 1])]; + tensor var_577_to_fp16 = const()[name = tensor("op_577_to_fp16"), val = tensor(0x1p+0)]; + tensor x_127_cast_fp16 = transpose(perm = var_572, x = x_125_cast_fp16)[name = tensor("transpose_55")]; + tensor x_offset_13_cast_fp16 = sub(x = x_127_cast_fp16, y = var_577_to_fp16)[name = tensor("x_offset_13_cast_fp16")]; + tensor var_579_cast_fp16 = exp(x = x_offset_13_cast_fp16)[name = tensor("op_579_cast_fp16")]; + tensor var_580_to_fp16 = const()[name = tensor("op_580_to_fp16"), val = tensor(0x1p+0)]; + tensor var_581_cast_fp16 = add(x = var_579_cast_fp16, y = var_580_to_fp16)[name = tensor("op_581_cast_fp16")]; + tensor var_582_epsilon_0 = const()[name = tensor("op_582_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_582_cast_fp16 = log(epsilon = var_582_epsilon_0, x = var_581_cast_fp16)[name = tensor("op_582_cast_fp16")]; + tensor var_584_cast_fp16 = equal(x = var_582_cast_fp16, y = var_16_to_fp16)[name = tensor("op_584_cast_fp16")]; + tensor log_sum_27_cast_fp16 = select(a = x_offset_13_cast_fp16, b = var_582_cast_fp16, cond = var_584_cast_fp16)[name = tensor("log_sum_27_cast_fp16")]; + tensor var_586_to_fp16 = const()[name = tensor("op_586_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_587_cast_fp16 = mul(x = x_127_cast_fp16, y = var_586_to_fp16)[name = tensor("op_587_cast_fp16")]; + tensor var_588_cast_fp16 = sub(x = log_sum_27_cast_fp16, y = var_587_cast_fp16)[name = tensor("op_588_cast_fp16")]; + tensor var_589_to_fp16 = const()[name = tensor("op_589_to_fp16"), val = tensor(0x1.40cp-2)]; + tensor x_131_cast_fp16 = sub(x = var_588_cast_fp16, y = var_589_to_fp16)[name = tensor("x_131_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_conv_module1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3134656)))]; + tensor text_encoder_encoders_0_layers_1_conv_module1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3208448)))]; + tensor linear_28_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_conv_module1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_conv_module1_out_proj_weight_to_fp16, x = x_131_cast_fp16)[name = tensor("linear_28_cast_fp16")]; + tensor input_53_cast_fp16 = add(x = input_47_cast_fp16, y = linear_28_cast_fp16)[name = tensor("input_53_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_feed_forward2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3208896)))]; + tensor text_encoder_encoders_0_layers_1_feed_forward2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3405568)))]; + tensor linear_29_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_feed_forward2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_feed_forward2_in_proj_weight_to_fp16, x = input_53_cast_fp16)[name = tensor("linear_29_cast_fp16")]; + tensor var_601_to_fp16 = const()[name = tensor("op_601_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_15_cast_fp16 = sub(x = linear_29_cast_fp16, y = var_601_to_fp16)[name = tensor("x_offset_15_cast_fp16")]; + tensor var_603_cast_fp16 = exp(x = x_offset_15_cast_fp16)[name = tensor("op_603_cast_fp16")]; + tensor var_604_to_fp16 = const()[name = tensor("op_604_to_fp16"), val = tensor(0x1p+0)]; + tensor var_605_cast_fp16 = add(x = var_603_cast_fp16, y = var_604_to_fp16)[name = tensor("op_605_cast_fp16")]; + tensor var_606_epsilon_0 = const()[name = tensor("op_606_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_606_cast_fp16 = log(epsilon = var_606_epsilon_0, x = var_605_cast_fp16)[name = tensor("op_606_cast_fp16")]; + tensor var_608_cast_fp16 = equal(x = var_606_cast_fp16, y = var_16_to_fp16)[name = tensor("op_608_cast_fp16")]; + tensor log_sum_31_cast_fp16 = select(a = x_offset_15_cast_fp16, b = var_606_cast_fp16, cond = var_608_cast_fp16)[name = tensor("log_sum_31_cast_fp16")]; + tensor var_610_to_fp16 = const()[name = tensor("op_610_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_611_cast_fp16 = mul(x = linear_29_cast_fp16, y = var_610_to_fp16)[name = tensor("op_611_cast_fp16")]; + tensor var_612_cast_fp16 = sub(x = log_sum_31_cast_fp16, y = var_611_cast_fp16)[name = tensor("op_612_cast_fp16")]; + tensor var_613_to_fp16 = const()[name = tensor("op_613_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_137_cast_fp16 = sub(x = var_612_cast_fp16, y = var_613_to_fp16)[name = tensor("x_137_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_feed_forward2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3406656)))]; + tensor text_encoder_encoders_0_layers_1_feed_forward2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3603328)))]; + tensor linear_30_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_feed_forward2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_feed_forward2_out_proj_weight_to_fp16, x = x_137_cast_fp16)[name = tensor("linear_30_cast_fp16")]; + tensor src_5_cast_fp16 = add(x = input_53_cast_fp16, y = linear_30_cast_fp16)[name = tensor("src_5_cast_fp16")]; + tensor var_618_cast_fp16 = sub(x = src_5_cast_fp16, y = input_35_cast_fp16)[name = tensor("op_618_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_bypass_mid_bypass_scale_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_bypass_mid_bypass_scale_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3603776)))]; + tensor var_619_cast_fp16 = mul(x = var_618_cast_fp16, y = text_encoder_encoders_0_layers_1_bypass_mid_bypass_scale_to_fp16)[name = tensor("op_619_cast_fp16")]; + tensor x_139_cast_fp16 = add(x = input_35_cast_fp16, y = var_619_cast_fp16)[name = tensor("x_139_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_self_attn2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3604224)))]; + tensor text_encoder_encoders_0_layers_1_self_attn2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3622720)))]; + tensor linear_31_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_self_attn2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_self_attn2_in_proj_weight_to_fp16, x = x_139_cast_fp16)[name = tensor("linear_31_cast_fp16")]; + tensor var_630 = const()[name = tensor("op_630"), val = tensor([512, 1, 4, -1])]; + tensor var_631_cast_fp16 = reshape(shape = var_630, x = linear_31_cast_fp16)[name = tensor("op_631_cast_fp16")]; + tensor var_632 = const()[name = tensor("op_632"), val = tensor([2, 1, 0, 3])]; + tensor x_145_transpose_x_0 = const()[name = tensor("x_145_transpose_x_0"), val = tensor(false)]; + tensor x_145_transpose_y_0 = const()[name = tensor("x_145_transpose_y_0"), val = tensor(false)]; + tensor x_143_cast_fp16 = transpose(perm = var_632, x = var_631_cast_fp16)[name = tensor("transpose_54")]; + tensor x_145_cast_fp16 = matmul(transpose_x = x_145_transpose_x_0, transpose_y = x_145_transpose_y_0, x = input_37_cast_fp16, y = x_143_cast_fp16)[name = tensor("x_145_cast_fp16")]; + tensor var_637 = const()[name = tensor("op_637"), val = tensor([2, 1, 0, 3])]; + tensor var_642 = const()[name = tensor("op_642"), val = tensor([512, 1, 48])]; + tensor var_638_cast_fp16 = transpose(perm = var_637, x = x_145_cast_fp16)[name = tensor("transpose_53")]; + tensor input_55_cast_fp16 = reshape(shape = var_642, x = var_638_cast_fp16)[name = tensor("input_55_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_self_attn2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3622912)))]; + tensor text_encoder_encoders_0_layers_1_self_attn2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_self_attn2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3641408)))]; + tensor linear_32_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_self_attn2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_self_attn2_out_proj_weight_to_fp16, x = input_55_cast_fp16)[name = tensor("linear_32_cast_fp16")]; + tensor input_57_cast_fp16 = add(x = x_139_cast_fp16, y = linear_32_cast_fp16)[name = tensor("input_57_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_conv_module2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3641856)))]; + tensor text_encoder_encoders_0_layers_1_conv_module2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3789376)))]; + tensor linear_33_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_conv_module2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_conv_module2_in_proj_weight_to_fp16, x = input_57_cast_fp16)[name = tensor("linear_33_cast_fp16")]; + tensor var_654_split_sizes_0 = const()[name = tensor("op_654_split_sizes_0"), val = tensor([192, 192])]; + tensor var_654_axis_0 = const()[name = tensor("op_654_axis_0"), val = tensor(2)]; + tensor var_654_cast_fp16_0, tensor var_654_cast_fp16_1 = split(axis = var_654_axis_0, split_sizes = var_654_split_sizes_0, x = linear_33_cast_fp16)[name = tensor("op_654_cast_fp16")]; + tensor s_15_cast_fp16 = sigmoid(x = var_654_cast_fp16_1)[name = tensor("s_15_cast_fp16")]; + tensor x_151_cast_fp16 = mul(x = var_654_cast_fp16_0, y = s_15_cast_fp16)[name = tensor("x_151_cast_fp16")]; + tensor var_658 = const()[name = tensor("op_658"), val = tensor([1, 2, 0])]; + tensor x_153_cast_fp16 = transpose(perm = var_658, x = x_151_cast_fp16)[name = tensor("transpose_52")]; + tensor input_61_cast_fp16 = select(a = var_28_to_fp16, b = x_153_cast_fp16, cond = var_224)[name = tensor("input_61_cast_fp16")]; + tensor x_155_pad_type_0 = const()[name = tensor("x_155_pad_type_0"), val = tensor("custom")]; + tensor x_155_pad_0 = const()[name = tensor("x_155_pad_0"), val = tensor([4, 4])]; + tensor x_155_groups_0 = const()[name = tensor("x_155_groups_0"), val = tensor(192)]; + tensor x_155_strides_0 = const()[name = tensor("x_155_strides_0"), val = tensor([1])]; + tensor x_155_dilations_0 = const()[name = tensor("x_155_dilations_0"), val = tensor([1])]; + tensor text_encoder_encoders_0_layers_1_conv_module2_depthwise_conv_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module2_depthwise_conv_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3790208)))]; + tensor text_encoder_encoders_0_layers_1_conv_module2_depthwise_conv_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module2_depthwise_conv_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3793728)))]; + tensor x_155_cast_fp16 = conv(bias = text_encoder_encoders_0_layers_1_conv_module2_depthwise_conv_bias_to_fp16, dilations = x_155_dilations_0, groups = x_155_groups_0, pad = x_155_pad_0, pad_type = x_155_pad_type_0, strides = x_155_strides_0, weight = text_encoder_encoders_0_layers_1_conv_module2_depthwise_conv_weight_to_fp16, x = input_61_cast_fp16)[name = tensor("x_155_cast_fp16")]; + tensor var_670 = const()[name = tensor("op_670"), val = tensor([2, 0, 1])]; + tensor var_675_to_fp16 = const()[name = tensor("op_675_to_fp16"), val = tensor(0x1p+0)]; + tensor x_157_cast_fp16 = transpose(perm = var_670, x = x_155_cast_fp16)[name = tensor("transpose_51")]; + tensor x_offset_17_cast_fp16 = sub(x = x_157_cast_fp16, y = var_675_to_fp16)[name = tensor("x_offset_17_cast_fp16")]; + tensor var_677_cast_fp16 = exp(x = x_offset_17_cast_fp16)[name = tensor("op_677_cast_fp16")]; + tensor var_678_to_fp16 = const()[name = tensor("op_678_to_fp16"), val = tensor(0x1p+0)]; + tensor var_679_cast_fp16 = add(x = var_677_cast_fp16, y = var_678_to_fp16)[name = tensor("op_679_cast_fp16")]; + tensor var_680_epsilon_0 = const()[name = tensor("op_680_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_680_cast_fp16 = log(epsilon = var_680_epsilon_0, x = var_679_cast_fp16)[name = tensor("op_680_cast_fp16")]; + tensor var_682_cast_fp16 = equal(x = var_680_cast_fp16, y = var_16_to_fp16)[name = tensor("op_682_cast_fp16")]; + tensor log_sum_35_cast_fp16 = select(a = x_offset_17_cast_fp16, b = var_680_cast_fp16, cond = var_682_cast_fp16)[name = tensor("log_sum_35_cast_fp16")]; + tensor var_684_to_fp16 = const()[name = tensor("op_684_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_685_cast_fp16 = mul(x = x_157_cast_fp16, y = var_684_to_fp16)[name = tensor("op_685_cast_fp16")]; + tensor var_686_cast_fp16 = sub(x = log_sum_35_cast_fp16, y = var_685_cast_fp16)[name = tensor("op_686_cast_fp16")]; + tensor var_687_to_fp16 = const()[name = tensor("op_687_to_fp16"), val = tensor(0x1.40cp-2)]; + tensor x_161_cast_fp16 = sub(x = var_686_cast_fp16, y = var_687_to_fp16)[name = tensor("x_161_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_conv_module2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3794176)))]; + tensor text_encoder_encoders_0_layers_1_conv_module2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_conv_module2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3867968)))]; + tensor linear_34_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_conv_module2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_conv_module2_out_proj_weight_to_fp16, x = x_161_cast_fp16)[name = tensor("linear_34_cast_fp16")]; + tensor input_63_cast_fp16 = add(x = input_57_cast_fp16, y = linear_34_cast_fp16)[name = tensor("input_63_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_feed_forward3_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward3_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(3868416)))]; + tensor text_encoder_encoders_0_layers_1_feed_forward3_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward3_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4114240)))]; + tensor linear_35_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_feed_forward3_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_feed_forward3_in_proj_weight_to_fp16, x = input_63_cast_fp16)[name = tensor("linear_35_cast_fp16")]; + tensor var_699_to_fp16 = const()[name = tensor("op_699_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_19_cast_fp16 = sub(x = linear_35_cast_fp16, y = var_699_to_fp16)[name = tensor("x_offset_19_cast_fp16")]; + tensor var_701_cast_fp16 = exp(x = x_offset_19_cast_fp16)[name = tensor("op_701_cast_fp16")]; + tensor var_702_to_fp16 = const()[name = tensor("op_702_to_fp16"), val = tensor(0x1p+0)]; + tensor var_703_cast_fp16 = add(x = var_701_cast_fp16, y = var_702_to_fp16)[name = tensor("op_703_cast_fp16")]; + tensor var_704_epsilon_0 = const()[name = tensor("op_704_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_704_cast_fp16 = log(epsilon = var_704_epsilon_0, x = var_703_cast_fp16)[name = tensor("op_704_cast_fp16")]; + tensor var_706_cast_fp16 = equal(x = var_704_cast_fp16, y = var_16_to_fp16)[name = tensor("op_706_cast_fp16")]; + tensor log_sum_39_cast_fp16 = select(a = x_offset_19_cast_fp16, b = var_704_cast_fp16, cond = var_706_cast_fp16)[name = tensor("log_sum_39_cast_fp16")]; + tensor var_708_to_fp16 = const()[name = tensor("op_708_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_709_cast_fp16 = mul(x = linear_35_cast_fp16, y = var_708_to_fp16)[name = tensor("op_709_cast_fp16")]; + tensor var_710_cast_fp16 = sub(x = log_sum_39_cast_fp16, y = var_709_cast_fp16)[name = tensor("op_710_cast_fp16")]; + tensor var_711_to_fp16 = const()[name = tensor("op_711_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_167_cast_fp16 = sub(x = var_710_cast_fp16, y = var_711_to_fp16)[name = tensor("x_167_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_feed_forward3_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward3_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4115584)))]; + tensor text_encoder_encoders_0_layers_1_feed_forward3_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_feed_forward3_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4361408)))]; + tensor linear_36_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_1_feed_forward3_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_1_feed_forward3_out_proj_weight_to_fp16, x = x_167_cast_fp16)[name = tensor("linear_36_cast_fp16")]; + tensor x_169_cast_fp16 = add(x = input_63_cast_fp16, y = linear_36_cast_fp16)[name = tensor("x_169_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_norm_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_norm_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4361856)))]; + tensor var_717_cast_fp16 = sub(x = x_169_cast_fp16, y = text_encoder_encoders_0_layers_1_norm_bias_to_fp16)[name = tensor("op_717_cast_fp16")]; + tensor var_29_promoted_1_to_fp16 = const()[name = tensor("op_29_promoted_1_to_fp16"), val = tensor(0x1p+1)]; + tensor var_718_cast_fp16 = pow(x = var_717_cast_fp16, y = var_29_promoted_1_to_fp16)[name = tensor("op_718_cast_fp16")]; + tensor var_720_axes_0 = const()[name = tensor("op_720_axes_0"), val = tensor([2])]; + tensor var_720_keep_dims_0 = const()[name = tensor("op_720_keep_dims_0"), val = tensor(true)]; + tensor var_720_cast_fp16 = reduce_mean(axes = var_720_axes_0, keep_dims = var_720_keep_dims_0, x = var_718_cast_fp16)[name = tensor("op_720_cast_fp16")]; + tensor var_721_cast_fp16 = pow(x = var_720_cast_fp16, y = var_12_to_fp16)[name = tensor("op_721_cast_fp16")]; + tensor var_722_to_fp16 = const()[name = tensor("op_722_to_fp16"), val = tensor(0x1.1ecp+2)]; + tensor scales_3_cast_fp16 = mul(x = var_721_cast_fp16, y = var_722_to_fp16)[name = tensor("scales_3_cast_fp16")]; + tensor src_7_cast_fp16 = mul(x = x_169_cast_fp16, y = scales_3_cast_fp16)[name = tensor("src_7_cast_fp16")]; + tensor var_726_cast_fp16 = sub(x = src_7_cast_fp16, y = input_35_cast_fp16)[name = tensor("op_726_cast_fp16")]; + tensor text_encoder_encoders_0_layers_1_bypass_bypass_scale_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_1_bypass_bypass_scale_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4362304)))]; + tensor var_727_cast_fp16 = mul(x = var_726_cast_fp16, y = text_encoder_encoders_0_layers_1_bypass_bypass_scale_to_fp16)[name = tensor("op_727_cast_fp16")]; + tensor input_65_cast_fp16 = add(x = input_35_cast_fp16, y = var_727_cast_fp16)[name = tensor("input_65_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_self_attn_weights_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn_weights_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4362752)))]; + tensor text_encoder_encoders_0_layers_2_self_attn_weights_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn_weights_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4467264)))]; + tensor linear_37_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_self_attn_weights_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_self_attn_weights_in_proj_weight_to_fp16, x = input_65_cast_fp16)[name = tensor("linear_37_cast_fp16")]; + tensor q_13_begin_0 = const()[name = tensor("q_13_begin_0"), val = tensor([0, 0, 0])]; + tensor q_13_end_0 = const()[name = tensor("q_13_end_0"), val = tensor([512, 1, 128])]; + tensor q_13_end_mask_0 = const()[name = tensor("q_13_end_mask_0"), val = tensor([true, true, false])]; + tensor q_13_cast_fp16 = slice_by_index(begin = q_13_begin_0, end = q_13_end_0, end_mask = q_13_end_mask_0, x = linear_37_cast_fp16)[name = tensor("q_13_cast_fp16")]; + tensor k_13_begin_0 = const()[name = tensor("k_13_begin_0"), val = tensor([0, 0, 128])]; + tensor k_13_end_0 = const()[name = tensor("k_13_end_0"), val = tensor([512, 1, 256])]; + tensor k_13_end_mask_0 = const()[name = tensor("k_13_end_mask_0"), val = tensor([true, true, false])]; + tensor k_13_cast_fp16 = slice_by_index(begin = k_13_begin_0, end = k_13_end_0, end_mask = k_13_end_mask_0, x = linear_37_cast_fp16)[name = tensor("k_13_cast_fp16")]; + tensor p_13_begin_0 = const()[name = tensor("p_13_begin_0"), val = tensor([0, 0, 256])]; + tensor p_13_end_0 = const()[name = tensor("p_13_end_0"), val = tensor([512, 1, 272])]; + tensor p_13_end_mask_0 = const()[name = tensor("p_13_end_mask_0"), val = tensor([true, true, true])]; + tensor p_13_cast_fp16 = slice_by_index(begin = p_13_begin_0, end = p_13_end_0, end_mask = p_13_end_mask_0, x = linear_37_cast_fp16)[name = tensor("p_13_cast_fp16")]; + tensor var_752 = const()[name = tensor("op_752"), val = tensor([512, 1, 4, 32])]; + tensor q_15_cast_fp16 = reshape(shape = var_752, x = q_13_cast_fp16)[name = tensor("q_15_cast_fp16")]; + tensor var_754 = const()[name = tensor("op_754"), val = tensor([512, 1, 4, 4])]; + tensor p_15_cast_fp16 = reshape(shape = var_754, x = p_13_cast_fp16)[name = tensor("p_15_cast_fp16")]; + tensor var_756 = const()[name = tensor("op_756"), val = tensor([512, 1, 4, 32])]; + tensor k_15_cast_fp16 = reshape(shape = var_756, x = k_13_cast_fp16)[name = tensor("k_15_cast_fp16")]; + tensor var_760 = const()[name = tensor("op_760"), val = tensor([2, 1, 0, 3])]; + tensor attn_scores_9_transpose_x_0 = const()[name = tensor("attn_scores_9_transpose_x_0"), val = tensor(false)]; + tensor attn_scores_9_transpose_y_0 = const()[name = tensor("attn_scores_9_transpose_y_0"), val = tensor(false)]; + tensor transpose_20_perm_0 = const()[name = tensor("transpose_20_perm_0"), val = tensor([2, 1, -4, -1])]; + tensor transpose_21_perm_0 = const()[name = tensor("transpose_21_perm_0"), val = tensor([2, 1, -1, -4])]; + tensor transpose_21 = transpose(perm = transpose_21_perm_0, x = k_15_cast_fp16)[name = tensor("transpose_48")]; + tensor transpose_20 = transpose(perm = transpose_20_perm_0, x = q_15_cast_fp16)[name = tensor("transpose_49")]; + tensor attn_scores_9_cast_fp16 = matmul(transpose_x = attn_scores_9_transpose_x_0, transpose_y = attn_scores_9_transpose_y_0, x = transpose_20, y = transpose_21)[name = tensor("attn_scores_9_cast_fp16")]; + tensor pos_scores_17_transpose_x_0 = const()[name = tensor("pos_scores_17_transpose_x_0"), val = tensor(false)]; + tensor pos_scores_17_transpose_y_0 = const()[name = tensor("pos_scores_17_transpose_y_0"), val = tensor(false)]; + tensor pos_emb_11_to_fp16 = const()[name = tensor("pos_emb_11_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4467904)))]; + tensor p_17_cast_fp16 = transpose(perm = var_760, x = p_15_cast_fp16)[name = tensor("transpose_50")]; + tensor pos_scores_17_cast_fp16 = matmul(transpose_x = pos_scores_17_transpose_x_0, transpose_y = pos_scores_17_transpose_y_0, x = p_17_cast_fp16, y = pos_emb_11_to_fp16)[name = tensor("pos_scores_17_cast_fp16")]; + tensor var_795 = const()[name = tensor("op_795"), val = tensor([-1, 1023])]; + tensor pos_scores_19_cast_fp16 = reshape(shape = var_795, x = pos_scores_17_cast_fp16)[name = tensor("pos_scores_19_cast_fp16")]; + tensor pos_scores_21_validate_indices_0 = const()[name = tensor("pos_scores_21_validate_indices_0"), val = tensor(false)]; + tensor pos_scores_21_cast_fp16_cast_uint16 = gather_along_axis(axis = var_31, indices = indexes_1_to_uint16, validate_indices = pos_scores_21_validate_indices_0, x = pos_scores_19_cast_fp16)[name = tensor("pos_scores_21_cast_fp16_cast_uint16")]; + tensor var_798 = const()[name = tensor("op_798"), val = tensor([4, 1, 512, 512])]; + tensor pos_scores_23_cast_fp16 = reshape(shape = var_798, x = pos_scores_21_cast_fp16_cast_uint16)[name = tensor("pos_scores_23_cast_fp16")]; + tensor attn_scores_11_cast_fp16 = add(x = attn_scores_9_cast_fp16, y = pos_scores_23_cast_fp16)[name = tensor("attn_scores_11_cast_fp16")]; + tensor cast_35_to_fp16 = const()[name = tensor("cast_35_to_fp16"), val = tensor(-0x1.f4p+9)]; + tensor x_173_cast_fp16 = select(a = cast_35_to_fp16, b = attn_scores_11_cast_fp16, cond = var_123)[name = tensor("x_173_cast_fp16")]; + tensor input_67_cast_fp16 = softmax(axis = var_24, x = x_173_cast_fp16)[name = tensor("input_67_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_feed_forward1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4500736)))]; + tensor text_encoder_encoders_0_layers_2_feed_forward1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4648256)))]; + tensor linear_39_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_feed_forward1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_feed_forward1_in_proj_weight_to_fp16, x = input_65_cast_fp16)[name = tensor("linear_39_cast_fp16")]; + tensor var_813_to_fp16 = const()[name = tensor("op_813_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_21_cast_fp16 = sub(x = linear_39_cast_fp16, y = var_813_to_fp16)[name = tensor("x_offset_21_cast_fp16")]; + tensor var_815_cast_fp16 = exp(x = x_offset_21_cast_fp16)[name = tensor("op_815_cast_fp16")]; + tensor var_816_to_fp16 = const()[name = tensor("op_816_to_fp16"), val = tensor(0x1p+0)]; + tensor var_817_cast_fp16 = add(x = var_815_cast_fp16, y = var_816_to_fp16)[name = tensor("op_817_cast_fp16")]; + tensor var_818_epsilon_0 = const()[name = tensor("op_818_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_818_cast_fp16 = log(epsilon = var_818_epsilon_0, x = var_817_cast_fp16)[name = tensor("op_818_cast_fp16")]; + tensor var_820_cast_fp16 = equal(x = var_818_cast_fp16, y = var_16_to_fp16)[name = tensor("op_820_cast_fp16")]; + tensor log_sum_43_cast_fp16 = select(a = x_offset_21_cast_fp16, b = var_818_cast_fp16, cond = var_820_cast_fp16)[name = tensor("log_sum_43_cast_fp16")]; + tensor var_822_to_fp16 = const()[name = tensor("op_822_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_823_cast_fp16 = mul(x = linear_39_cast_fp16, y = var_822_to_fp16)[name = tensor("op_823_cast_fp16")]; + tensor var_824_cast_fp16 = sub(x = log_sum_43_cast_fp16, y = var_823_cast_fp16)[name = tensor("op_824_cast_fp16")]; + tensor var_825_to_fp16 = const()[name = tensor("op_825_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_179_cast_fp16 = sub(x = var_824_cast_fp16, y = var_825_to_fp16)[name = tensor("x_179_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_feed_forward1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4649088)))]; + tensor text_encoder_encoders_0_layers_2_feed_forward1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4796608)))]; + tensor linear_40_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_feed_forward1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_feed_forward1_out_proj_weight_to_fp16, x = x_179_cast_fp16)[name = tensor("linear_40_cast_fp16")]; + tensor input_69_cast_fp16 = add(x = input_65_cast_fp16, y = linear_40_cast_fp16)[name = tensor("input_69_cast_fp16")]; + tensor attn_weights_11_begin_0 = const()[name = tensor("attn_weights_11_begin_0"), val = tensor([0, 0, 0, 0])]; + tensor attn_weights_11_end_0 = const()[name = tensor("attn_weights_11_end_0"), val = tensor([1, 1, 512, 512])]; + tensor attn_weights_11_end_mask_0 = const()[name = tensor("attn_weights_11_end_mask_0"), val = tensor([false, true, true, true])]; + tensor attn_weights_11_cast_fp16 = slice_by_index(begin = attn_weights_11_begin_0, end = attn_weights_11_end_0, end_mask = attn_weights_11_end_mask_0, x = input_67_cast_fp16)[name = tensor("attn_weights_11_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_nonlin_attention_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_nonlin_attention_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4797056)))]; + tensor text_encoder_encoders_0_layers_2_nonlin_attention_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_nonlin_attention_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4963008)))]; + tensor linear_41_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_nonlin_attention_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_nonlin_attention_in_proj_weight_to_fp16, x = input_69_cast_fp16)[name = tensor("linear_41_cast_fp16")]; + tensor var_837_split_sizes_0 = const()[name = tensor("op_837_split_sizes_0"), val = tensor([144, 144, 144])]; + tensor var_837_axis_0 = const()[name = tensor("op_837_axis_0"), val = tensor(2)]; + tensor var_837_cast_fp16_0, tensor var_837_cast_fp16_1, tensor var_837_cast_fp16_2 = split(axis = var_837_axis_0, split_sizes = var_837_split_sizes_0, x = linear_41_cast_fp16)[name = tensor("op_837_cast_fp16")]; + tensor s_17_cast_fp16 = tanh(x = var_837_cast_fp16_0)[name = tensor("s_17_cast_fp16")]; + tensor var_841_axes_0 = const()[name = tensor("op_841_axes_0"), val = tensor([-1])]; + tensor var_841_cast_fp16 = expand_dims(axes = var_841_axes_0, x = s_17_cast_fp16)[name = tensor("op_841_cast_fp16")]; + tensor var_842 = const()[name = tensor("op_842"), val = tensor([512, 1, 144])]; + tensor s_19_cast_fp16 = reshape(shape = var_842, x = var_841_cast_fp16)[name = tensor("s_19_cast_fp16")]; + tensor x_185_cast_fp16 = mul(x = var_837_cast_fp16_1, y = s_19_cast_fp16)[name = tensor("x_185_cast_fp16")]; + tensor var_848 = const()[name = tensor("op_848"), val = tensor([512, 1, 1, -1])]; + tensor var_849_cast_fp16 = reshape(shape = var_848, x = x_185_cast_fp16)[name = tensor("op_849_cast_fp16")]; + tensor var_850 = const()[name = tensor("op_850"), val = tensor([2, 1, 0, 3])]; + tensor x_189_transpose_x_0 = const()[name = tensor("x_189_transpose_x_0"), val = tensor(false)]; + tensor x_189_transpose_y_0 = const()[name = tensor("x_189_transpose_y_0"), val = tensor(false)]; + tensor x_187_cast_fp16 = transpose(perm = var_850, x = var_849_cast_fp16)[name = tensor("transpose_47")]; + tensor x_189_cast_fp16 = matmul(transpose_x = x_189_transpose_x_0, transpose_y = x_189_transpose_y_0, x = attn_weights_11_cast_fp16, y = x_187_cast_fp16)[name = tensor("x_189_cast_fp16")]; + tensor var_853 = const()[name = tensor("op_853"), val = tensor([2, 1, 0, 3])]; + tensor var_855 = const()[name = tensor("op_855"), val = tensor([512, 1, -1])]; + tensor var_854_cast_fp16 = transpose(perm = var_853, x = x_189_cast_fp16)[name = tensor("transpose_46")]; + tensor x_191_cast_fp16 = reshape(shape = var_855, x = var_854_cast_fp16)[name = tensor("x_191_cast_fp16")]; + tensor input_73_cast_fp16 = mul(x = x_191_cast_fp16, y = var_837_cast_fp16_2)[name = tensor("input_73_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_nonlin_attention_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_nonlin_attention_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(4963968)))]; + tensor text_encoder_encoders_0_layers_2_nonlin_attention_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_nonlin_attention_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5019328)))]; + tensor linear_42_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_nonlin_attention_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_nonlin_attention_out_proj_weight_to_fp16, x = input_73_cast_fp16)[name = tensor("linear_42_cast_fp16")]; + tensor x_193_cast_fp16 = add(x = input_69_cast_fp16, y = linear_42_cast_fp16)[name = tensor("x_193_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_self_attn1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5019776)))]; + tensor text_encoder_encoders_0_layers_2_self_attn1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5038272)))]; + tensor linear_43_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_self_attn1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_self_attn1_in_proj_weight_to_fp16, x = x_193_cast_fp16)[name = tensor("linear_43_cast_fp16")]; + tensor var_871 = const()[name = tensor("op_871"), val = tensor([512, 1, 4, -1])]; + tensor var_872_cast_fp16 = reshape(shape = var_871, x = linear_43_cast_fp16)[name = tensor("op_872_cast_fp16")]; + tensor var_873 = const()[name = tensor("op_873"), val = tensor([2, 1, 0, 3])]; + tensor x_199_transpose_x_0 = const()[name = tensor("x_199_transpose_x_0"), val = tensor(false)]; + tensor x_199_transpose_y_0 = const()[name = tensor("x_199_transpose_y_0"), val = tensor(false)]; + tensor x_197_cast_fp16 = transpose(perm = var_873, x = var_872_cast_fp16)[name = tensor("transpose_45")]; + tensor x_199_cast_fp16 = matmul(transpose_x = x_199_transpose_x_0, transpose_y = x_199_transpose_y_0, x = input_67_cast_fp16, y = x_197_cast_fp16)[name = tensor("x_199_cast_fp16")]; + tensor var_878 = const()[name = tensor("op_878"), val = tensor([2, 1, 0, 3])]; + tensor var_883 = const()[name = tensor("op_883"), val = tensor([512, 1, 48])]; + tensor var_879_cast_fp16 = transpose(perm = var_878, x = x_199_cast_fp16)[name = tensor("transpose_44")]; + tensor input_75_cast_fp16 = reshape(shape = var_883, x = var_879_cast_fp16)[name = tensor("input_75_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_self_attn1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5038464)))]; + tensor text_encoder_encoders_0_layers_2_self_attn1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5056960)))]; + tensor linear_44_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_self_attn1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_self_attn1_out_proj_weight_to_fp16, x = input_75_cast_fp16)[name = tensor("linear_44_cast_fp16")]; + tensor input_77_cast_fp16 = add(x = x_193_cast_fp16, y = linear_44_cast_fp16)[name = tensor("input_77_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_conv_module1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5057408)))]; + tensor text_encoder_encoders_0_layers_2_conv_module1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5204928)))]; + tensor linear_45_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_conv_module1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_conv_module1_in_proj_weight_to_fp16, x = input_77_cast_fp16)[name = tensor("linear_45_cast_fp16")]; + tensor var_895_split_sizes_0 = const()[name = tensor("op_895_split_sizes_0"), val = tensor([192, 192])]; + tensor var_895_axis_0 = const()[name = tensor("op_895_axis_0"), val = tensor(2)]; + tensor var_895_cast_fp16_0, tensor var_895_cast_fp16_1 = split(axis = var_895_axis_0, split_sizes = var_895_split_sizes_0, x = linear_45_cast_fp16)[name = tensor("op_895_cast_fp16")]; + tensor s_21_cast_fp16 = sigmoid(x = var_895_cast_fp16_1)[name = tensor("s_21_cast_fp16")]; + tensor x_205_cast_fp16 = mul(x = var_895_cast_fp16_0, y = s_21_cast_fp16)[name = tensor("x_205_cast_fp16")]; + tensor var_899 = const()[name = tensor("op_899"), val = tensor([1, 2, 0])]; + tensor x_207_cast_fp16 = transpose(perm = var_899, x = x_205_cast_fp16)[name = tensor("transpose_43")]; + tensor input_81_cast_fp16 = select(a = var_28_to_fp16, b = x_207_cast_fp16, cond = var_224)[name = tensor("input_81_cast_fp16")]; + tensor x_209_pad_type_0 = const()[name = tensor("x_209_pad_type_0"), val = tensor("custom")]; + tensor x_209_pad_0 = const()[name = tensor("x_209_pad_0"), val = tensor([4, 4])]; + tensor x_209_groups_0 = const()[name = tensor("x_209_groups_0"), val = tensor(192)]; + tensor x_209_strides_0 = const()[name = tensor("x_209_strides_0"), val = tensor([1])]; + tensor x_209_dilations_0 = const()[name = tensor("x_209_dilations_0"), val = tensor([1])]; + tensor text_encoder_encoders_0_layers_2_conv_module1_depthwise_conv_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module1_depthwise_conv_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5205760)))]; + tensor text_encoder_encoders_0_layers_2_conv_module1_depthwise_conv_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module1_depthwise_conv_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5209280)))]; + tensor x_209_cast_fp16 = conv(bias = text_encoder_encoders_0_layers_2_conv_module1_depthwise_conv_bias_to_fp16, dilations = x_209_dilations_0, groups = x_209_groups_0, pad = x_209_pad_0, pad_type = x_209_pad_type_0, strides = x_209_strides_0, weight = text_encoder_encoders_0_layers_2_conv_module1_depthwise_conv_weight_to_fp16, x = input_81_cast_fp16)[name = tensor("x_209_cast_fp16")]; + tensor var_911 = const()[name = tensor("op_911"), val = tensor([2, 0, 1])]; + tensor var_916_to_fp16 = const()[name = tensor("op_916_to_fp16"), val = tensor(0x1p+0)]; + tensor x_211_cast_fp16 = transpose(perm = var_911, x = x_209_cast_fp16)[name = tensor("transpose_42")]; + tensor x_offset_23_cast_fp16 = sub(x = x_211_cast_fp16, y = var_916_to_fp16)[name = tensor("x_offset_23_cast_fp16")]; + tensor var_918_cast_fp16 = exp(x = x_offset_23_cast_fp16)[name = tensor("op_918_cast_fp16")]; + tensor var_919_to_fp16 = const()[name = tensor("op_919_to_fp16"), val = tensor(0x1p+0)]; + tensor var_920_cast_fp16 = add(x = var_918_cast_fp16, y = var_919_to_fp16)[name = tensor("op_920_cast_fp16")]; + tensor var_921_epsilon_0 = const()[name = tensor("op_921_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_921_cast_fp16 = log(epsilon = var_921_epsilon_0, x = var_920_cast_fp16)[name = tensor("op_921_cast_fp16")]; + tensor var_923_cast_fp16 = equal(x = var_921_cast_fp16, y = var_16_to_fp16)[name = tensor("op_923_cast_fp16")]; + tensor log_sum_47_cast_fp16 = select(a = x_offset_23_cast_fp16, b = var_921_cast_fp16, cond = var_923_cast_fp16)[name = tensor("log_sum_47_cast_fp16")]; + tensor var_925_to_fp16 = const()[name = tensor("op_925_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_926_cast_fp16 = mul(x = x_211_cast_fp16, y = var_925_to_fp16)[name = tensor("op_926_cast_fp16")]; + tensor var_927_cast_fp16 = sub(x = log_sum_47_cast_fp16, y = var_926_cast_fp16)[name = tensor("op_927_cast_fp16")]; + tensor var_928_to_fp16 = const()[name = tensor("op_928_to_fp16"), val = tensor(0x1.40cp-2)]; + tensor x_215_cast_fp16 = sub(x = var_927_cast_fp16, y = var_928_to_fp16)[name = tensor("x_215_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_conv_module1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5209728)))]; + tensor text_encoder_encoders_0_layers_2_conv_module1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5283520)))]; + tensor linear_46_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_conv_module1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_conv_module1_out_proj_weight_to_fp16, x = x_215_cast_fp16)[name = tensor("linear_46_cast_fp16")]; + tensor input_83_cast_fp16 = add(x = input_77_cast_fp16, y = linear_46_cast_fp16)[name = tensor("input_83_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_feed_forward2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5283968)))]; + tensor text_encoder_encoders_0_layers_2_feed_forward2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5480640)))]; + tensor linear_47_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_feed_forward2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_feed_forward2_in_proj_weight_to_fp16, x = input_83_cast_fp16)[name = tensor("linear_47_cast_fp16")]; + tensor var_940_to_fp16 = const()[name = tensor("op_940_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_25_cast_fp16 = sub(x = linear_47_cast_fp16, y = var_940_to_fp16)[name = tensor("x_offset_25_cast_fp16")]; + tensor var_942_cast_fp16 = exp(x = x_offset_25_cast_fp16)[name = tensor("op_942_cast_fp16")]; + tensor var_943_to_fp16 = const()[name = tensor("op_943_to_fp16"), val = tensor(0x1p+0)]; + tensor var_944_cast_fp16 = add(x = var_942_cast_fp16, y = var_943_to_fp16)[name = tensor("op_944_cast_fp16")]; + tensor var_945_epsilon_0 = const()[name = tensor("op_945_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_945_cast_fp16 = log(epsilon = var_945_epsilon_0, x = var_944_cast_fp16)[name = tensor("op_945_cast_fp16")]; + tensor var_947_cast_fp16 = equal(x = var_945_cast_fp16, y = var_16_to_fp16)[name = tensor("op_947_cast_fp16")]; + tensor log_sum_51_cast_fp16 = select(a = x_offset_25_cast_fp16, b = var_945_cast_fp16, cond = var_947_cast_fp16)[name = tensor("log_sum_51_cast_fp16")]; + tensor var_949_to_fp16 = const()[name = tensor("op_949_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_950_cast_fp16 = mul(x = linear_47_cast_fp16, y = var_949_to_fp16)[name = tensor("op_950_cast_fp16")]; + tensor var_951_cast_fp16 = sub(x = log_sum_51_cast_fp16, y = var_950_cast_fp16)[name = tensor("op_951_cast_fp16")]; + tensor var_952_to_fp16 = const()[name = tensor("op_952_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_221_cast_fp16 = sub(x = var_951_cast_fp16, y = var_952_to_fp16)[name = tensor("x_221_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_feed_forward2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5481728)))]; + tensor text_encoder_encoders_0_layers_2_feed_forward2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5678400)))]; + tensor linear_48_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_feed_forward2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_feed_forward2_out_proj_weight_to_fp16, x = x_221_cast_fp16)[name = tensor("linear_48_cast_fp16")]; + tensor src_9_cast_fp16 = add(x = input_83_cast_fp16, y = linear_48_cast_fp16)[name = tensor("src_9_cast_fp16")]; + tensor var_957_cast_fp16 = sub(x = src_9_cast_fp16, y = input_65_cast_fp16)[name = tensor("op_957_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_bypass_mid_bypass_scale_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_bypass_mid_bypass_scale_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5678848)))]; + tensor var_958_cast_fp16 = mul(x = var_957_cast_fp16, y = text_encoder_encoders_0_layers_2_bypass_mid_bypass_scale_to_fp16)[name = tensor("op_958_cast_fp16")]; + tensor x_223_cast_fp16 = add(x = input_65_cast_fp16, y = var_958_cast_fp16)[name = tensor("x_223_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_self_attn2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5679296)))]; + tensor text_encoder_encoders_0_layers_2_self_attn2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5697792)))]; + tensor linear_49_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_self_attn2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_self_attn2_in_proj_weight_to_fp16, x = x_223_cast_fp16)[name = tensor("linear_49_cast_fp16")]; + tensor var_969 = const()[name = tensor("op_969"), val = tensor([512, 1, 4, -1])]; + tensor var_970_cast_fp16 = reshape(shape = var_969, x = linear_49_cast_fp16)[name = tensor("op_970_cast_fp16")]; + tensor var_971 = const()[name = tensor("op_971"), val = tensor([2, 1, 0, 3])]; + tensor x_229_transpose_x_0 = const()[name = tensor("x_229_transpose_x_0"), val = tensor(false)]; + tensor x_229_transpose_y_0 = const()[name = tensor("x_229_transpose_y_0"), val = tensor(false)]; + tensor x_227_cast_fp16 = transpose(perm = var_971, x = var_970_cast_fp16)[name = tensor("transpose_41")]; + tensor x_229_cast_fp16 = matmul(transpose_x = x_229_transpose_x_0, transpose_y = x_229_transpose_y_0, x = input_67_cast_fp16, y = x_227_cast_fp16)[name = tensor("x_229_cast_fp16")]; + tensor var_976 = const()[name = tensor("op_976"), val = tensor([2, 1, 0, 3])]; + tensor var_981 = const()[name = tensor("op_981"), val = tensor([512, 1, 48])]; + tensor var_977_cast_fp16 = transpose(perm = var_976, x = x_229_cast_fp16)[name = tensor("transpose_40")]; + tensor input_85_cast_fp16 = reshape(shape = var_981, x = var_977_cast_fp16)[name = tensor("input_85_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_self_attn2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5697984)))]; + tensor text_encoder_encoders_0_layers_2_self_attn2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_self_attn2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5716480)))]; + tensor linear_50_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_self_attn2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_self_attn2_out_proj_weight_to_fp16, x = input_85_cast_fp16)[name = tensor("linear_50_cast_fp16")]; + tensor input_87_cast_fp16 = add(x = x_223_cast_fp16, y = linear_50_cast_fp16)[name = tensor("input_87_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_conv_module2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5716928)))]; + tensor text_encoder_encoders_0_layers_2_conv_module2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5864448)))]; + tensor linear_51_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_conv_module2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_conv_module2_in_proj_weight_to_fp16, x = input_87_cast_fp16)[name = tensor("linear_51_cast_fp16")]; + tensor var_993_split_sizes_0 = const()[name = tensor("op_993_split_sizes_0"), val = tensor([192, 192])]; + tensor var_993_axis_0 = const()[name = tensor("op_993_axis_0"), val = tensor(2)]; + tensor var_993_cast_fp16_0, tensor var_993_cast_fp16_1 = split(axis = var_993_axis_0, split_sizes = var_993_split_sizes_0, x = linear_51_cast_fp16)[name = tensor("op_993_cast_fp16")]; + tensor s_23_cast_fp16 = sigmoid(x = var_993_cast_fp16_1)[name = tensor("s_23_cast_fp16")]; + tensor x_235_cast_fp16 = mul(x = var_993_cast_fp16_0, y = s_23_cast_fp16)[name = tensor("x_235_cast_fp16")]; + tensor var_997 = const()[name = tensor("op_997"), val = tensor([1, 2, 0])]; + tensor x_237_cast_fp16 = transpose(perm = var_997, x = x_235_cast_fp16)[name = tensor("transpose_39")]; + tensor input_91_cast_fp16 = select(a = var_28_to_fp16, b = x_237_cast_fp16, cond = var_224)[name = tensor("input_91_cast_fp16")]; + tensor x_239_pad_type_0 = const()[name = tensor("x_239_pad_type_0"), val = tensor("custom")]; + tensor x_239_pad_0 = const()[name = tensor("x_239_pad_0"), val = tensor([4, 4])]; + tensor x_239_groups_0 = const()[name = tensor("x_239_groups_0"), val = tensor(192)]; + tensor x_239_strides_0 = const()[name = tensor("x_239_strides_0"), val = tensor([1])]; + tensor x_239_dilations_0 = const()[name = tensor("x_239_dilations_0"), val = tensor([1])]; + tensor text_encoder_encoders_0_layers_2_conv_module2_depthwise_conv_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module2_depthwise_conv_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5865280)))]; + tensor text_encoder_encoders_0_layers_2_conv_module2_depthwise_conv_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module2_depthwise_conv_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5868800)))]; + tensor x_239_cast_fp16 = conv(bias = text_encoder_encoders_0_layers_2_conv_module2_depthwise_conv_bias_to_fp16, dilations = x_239_dilations_0, groups = x_239_groups_0, pad = x_239_pad_0, pad_type = x_239_pad_type_0, strides = x_239_strides_0, weight = text_encoder_encoders_0_layers_2_conv_module2_depthwise_conv_weight_to_fp16, x = input_91_cast_fp16)[name = tensor("x_239_cast_fp16")]; + tensor var_1009 = const()[name = tensor("op_1009"), val = tensor([2, 0, 1])]; + tensor var_1014_to_fp16 = const()[name = tensor("op_1014_to_fp16"), val = tensor(0x1p+0)]; + tensor x_241_cast_fp16 = transpose(perm = var_1009, x = x_239_cast_fp16)[name = tensor("transpose_38")]; + tensor x_offset_27_cast_fp16 = sub(x = x_241_cast_fp16, y = var_1014_to_fp16)[name = tensor("x_offset_27_cast_fp16")]; + tensor var_1016_cast_fp16 = exp(x = x_offset_27_cast_fp16)[name = tensor("op_1016_cast_fp16")]; + tensor var_1017_to_fp16 = const()[name = tensor("op_1017_to_fp16"), val = tensor(0x1p+0)]; + tensor var_1018_cast_fp16 = add(x = var_1016_cast_fp16, y = var_1017_to_fp16)[name = tensor("op_1018_cast_fp16")]; + tensor var_1019_epsilon_0 = const()[name = tensor("op_1019_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_1019_cast_fp16 = log(epsilon = var_1019_epsilon_0, x = var_1018_cast_fp16)[name = tensor("op_1019_cast_fp16")]; + tensor var_1021_cast_fp16 = equal(x = var_1019_cast_fp16, y = var_16_to_fp16)[name = tensor("op_1021_cast_fp16")]; + tensor log_sum_55_cast_fp16 = select(a = x_offset_27_cast_fp16, b = var_1019_cast_fp16, cond = var_1021_cast_fp16)[name = tensor("log_sum_55_cast_fp16")]; + tensor var_1023_to_fp16 = const()[name = tensor("op_1023_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_1024_cast_fp16 = mul(x = x_241_cast_fp16, y = var_1023_to_fp16)[name = tensor("op_1024_cast_fp16")]; + tensor var_1025_cast_fp16 = sub(x = log_sum_55_cast_fp16, y = var_1024_cast_fp16)[name = tensor("op_1025_cast_fp16")]; + tensor var_1026_to_fp16 = const()[name = tensor("op_1026_to_fp16"), val = tensor(0x1.40cp-2)]; + tensor x_245_cast_fp16 = sub(x = var_1025_cast_fp16, y = var_1026_to_fp16)[name = tensor("x_245_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_conv_module2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5869248)))]; + tensor text_encoder_encoders_0_layers_2_conv_module2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_conv_module2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5943040)))]; + tensor linear_52_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_conv_module2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_conv_module2_out_proj_weight_to_fp16, x = x_245_cast_fp16)[name = tensor("linear_52_cast_fp16")]; + tensor input_93_cast_fp16 = add(x = input_87_cast_fp16, y = linear_52_cast_fp16)[name = tensor("input_93_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_feed_forward3_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward3_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(5943488)))]; + tensor text_encoder_encoders_0_layers_2_feed_forward3_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward3_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6189312)))]; + tensor linear_53_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_feed_forward3_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_feed_forward3_in_proj_weight_to_fp16, x = input_93_cast_fp16)[name = tensor("linear_53_cast_fp16")]; + tensor var_1038_to_fp16 = const()[name = tensor("op_1038_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_29_cast_fp16 = sub(x = linear_53_cast_fp16, y = var_1038_to_fp16)[name = tensor("x_offset_29_cast_fp16")]; + tensor var_1040_cast_fp16 = exp(x = x_offset_29_cast_fp16)[name = tensor("op_1040_cast_fp16")]; + tensor var_1041_to_fp16 = const()[name = tensor("op_1041_to_fp16"), val = tensor(0x1p+0)]; + tensor var_1042_cast_fp16 = add(x = var_1040_cast_fp16, y = var_1041_to_fp16)[name = tensor("op_1042_cast_fp16")]; + tensor var_1043_epsilon_0 = const()[name = tensor("op_1043_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_1043_cast_fp16 = log(epsilon = var_1043_epsilon_0, x = var_1042_cast_fp16)[name = tensor("op_1043_cast_fp16")]; + tensor var_1045_cast_fp16 = equal(x = var_1043_cast_fp16, y = var_16_to_fp16)[name = tensor("op_1045_cast_fp16")]; + tensor log_sum_59_cast_fp16 = select(a = x_offset_29_cast_fp16, b = var_1043_cast_fp16, cond = var_1045_cast_fp16)[name = tensor("log_sum_59_cast_fp16")]; + tensor var_1047_to_fp16 = const()[name = tensor("op_1047_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_1048_cast_fp16 = mul(x = linear_53_cast_fp16, y = var_1047_to_fp16)[name = tensor("op_1048_cast_fp16")]; + tensor var_1049_cast_fp16 = sub(x = log_sum_59_cast_fp16, y = var_1048_cast_fp16)[name = tensor("op_1049_cast_fp16")]; + tensor var_1050_to_fp16 = const()[name = tensor("op_1050_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_251_cast_fp16 = sub(x = var_1049_cast_fp16, y = var_1050_to_fp16)[name = tensor("x_251_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_feed_forward3_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward3_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6190656)))]; + tensor text_encoder_encoders_0_layers_2_feed_forward3_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_feed_forward3_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6436480)))]; + tensor linear_54_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_2_feed_forward3_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_2_feed_forward3_out_proj_weight_to_fp16, x = x_251_cast_fp16)[name = tensor("linear_54_cast_fp16")]; + tensor x_253_cast_fp16 = add(x = input_93_cast_fp16, y = linear_54_cast_fp16)[name = tensor("x_253_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_norm_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_norm_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6436928)))]; + tensor var_1056_cast_fp16 = sub(x = x_253_cast_fp16, y = text_encoder_encoders_0_layers_2_norm_bias_to_fp16)[name = tensor("op_1056_cast_fp16")]; + tensor var_29_promoted_2_to_fp16 = const()[name = tensor("op_29_promoted_2_to_fp16"), val = tensor(0x1p+1)]; + tensor var_1057_cast_fp16 = pow(x = var_1056_cast_fp16, y = var_29_promoted_2_to_fp16)[name = tensor("op_1057_cast_fp16")]; + tensor var_1059_axes_0 = const()[name = tensor("op_1059_axes_0"), val = tensor([2])]; + tensor var_1059_keep_dims_0 = const()[name = tensor("op_1059_keep_dims_0"), val = tensor(true)]; + tensor var_1059_cast_fp16 = reduce_mean(axes = var_1059_axes_0, keep_dims = var_1059_keep_dims_0, x = var_1057_cast_fp16)[name = tensor("op_1059_cast_fp16")]; + tensor var_1060_cast_fp16 = pow(x = var_1059_cast_fp16, y = var_12_to_fp16)[name = tensor("op_1060_cast_fp16")]; + tensor var_1061_to_fp16 = const()[name = tensor("op_1061_to_fp16"), val = tensor(0x1.1ecp+2)]; + tensor scales_5_cast_fp16 = mul(x = var_1060_cast_fp16, y = var_1061_to_fp16)[name = tensor("scales_5_cast_fp16")]; + tensor src_11_cast_fp16 = mul(x = x_253_cast_fp16, y = scales_5_cast_fp16)[name = tensor("src_11_cast_fp16")]; + tensor var_1065_cast_fp16 = sub(x = src_11_cast_fp16, y = input_65_cast_fp16)[name = tensor("op_1065_cast_fp16")]; + tensor text_encoder_encoders_0_layers_2_bypass_bypass_scale_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_2_bypass_bypass_scale_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6437376)))]; + tensor var_1066_cast_fp16 = mul(x = var_1065_cast_fp16, y = text_encoder_encoders_0_layers_2_bypass_bypass_scale_to_fp16)[name = tensor("op_1066_cast_fp16")]; + tensor input_95_cast_fp16 = add(x = input_65_cast_fp16, y = var_1066_cast_fp16)[name = tensor("input_95_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_self_attn_weights_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn_weights_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6437824)))]; + tensor text_encoder_encoders_0_layers_3_self_attn_weights_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn_weights_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6542336)))]; + tensor linear_55_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_self_attn_weights_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_self_attn_weights_in_proj_weight_to_fp16, x = input_95_cast_fp16)[name = tensor("linear_55_cast_fp16")]; + tensor q_19_begin_0 = const()[name = tensor("q_19_begin_0"), val = tensor([0, 0, 0])]; + tensor q_19_end_0 = const()[name = tensor("q_19_end_0"), val = tensor([512, 1, 128])]; + tensor q_19_end_mask_0 = const()[name = tensor("q_19_end_mask_0"), val = tensor([true, true, false])]; + tensor q_19_cast_fp16 = slice_by_index(begin = q_19_begin_0, end = q_19_end_0, end_mask = q_19_end_mask_0, x = linear_55_cast_fp16)[name = tensor("q_19_cast_fp16")]; + tensor k_19_begin_0 = const()[name = tensor("k_19_begin_0"), val = tensor([0, 0, 128])]; + tensor k_19_end_0 = const()[name = tensor("k_19_end_0"), val = tensor([512, 1, 256])]; + tensor k_19_end_mask_0 = const()[name = tensor("k_19_end_mask_0"), val = tensor([true, true, false])]; + tensor k_19_cast_fp16 = slice_by_index(begin = k_19_begin_0, end = k_19_end_0, end_mask = k_19_end_mask_0, x = linear_55_cast_fp16)[name = tensor("k_19_cast_fp16")]; + tensor p_19_begin_0 = const()[name = tensor("p_19_begin_0"), val = tensor([0, 0, 256])]; + tensor p_19_end_0 = const()[name = tensor("p_19_end_0"), val = tensor([512, 1, 272])]; + tensor p_19_end_mask_0 = const()[name = tensor("p_19_end_mask_0"), val = tensor([true, true, true])]; + tensor p_19_cast_fp16 = slice_by_index(begin = p_19_begin_0, end = p_19_end_0, end_mask = p_19_end_mask_0, x = linear_55_cast_fp16)[name = tensor("p_19_cast_fp16")]; + tensor var_1091 = const()[name = tensor("op_1091"), val = tensor([512, 1, 4, 32])]; + tensor q_21_cast_fp16 = reshape(shape = var_1091, x = q_19_cast_fp16)[name = tensor("q_21_cast_fp16")]; + tensor var_1093 = const()[name = tensor("op_1093"), val = tensor([512, 1, 4, 4])]; + tensor p_21_cast_fp16 = reshape(shape = var_1093, x = p_19_cast_fp16)[name = tensor("p_21_cast_fp16")]; + tensor var_1095 = const()[name = tensor("op_1095"), val = tensor([512, 1, 4, 32])]; + tensor k_21_cast_fp16 = reshape(shape = var_1095, x = k_19_cast_fp16)[name = tensor("k_21_cast_fp16")]; + tensor var_1099 = const()[name = tensor("op_1099"), val = tensor([2, 1, 0, 3])]; + tensor attn_scores_13_transpose_x_0 = const()[name = tensor("attn_scores_13_transpose_x_0"), val = tensor(false)]; + tensor attn_scores_13_transpose_y_0 = const()[name = tensor("attn_scores_13_transpose_y_0"), val = tensor(false)]; + tensor transpose_22_perm_0 = const()[name = tensor("transpose_22_perm_0"), val = tensor([2, 1, -4, -1])]; + tensor transpose_23_perm_0 = const()[name = tensor("transpose_23_perm_0"), val = tensor([2, 1, -1, -4])]; + tensor transpose_23 = transpose(perm = transpose_23_perm_0, x = k_21_cast_fp16)[name = tensor("transpose_35")]; + tensor transpose_22 = transpose(perm = transpose_22_perm_0, x = q_21_cast_fp16)[name = tensor("transpose_36")]; + tensor attn_scores_13_cast_fp16 = matmul(transpose_x = attn_scores_13_transpose_x_0, transpose_y = attn_scores_13_transpose_y_0, x = transpose_22, y = transpose_23)[name = tensor("attn_scores_13_cast_fp16")]; + tensor pos_scores_25_transpose_x_0 = const()[name = tensor("pos_scores_25_transpose_x_0"), val = tensor(false)]; + tensor pos_scores_25_transpose_y_0 = const()[name = tensor("pos_scores_25_transpose_y_0"), val = tensor(false)]; + tensor pos_emb_15_to_fp16 = const()[name = tensor("pos_emb_15_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6542976)))]; + tensor p_cast_fp16 = transpose(perm = var_1099, x = p_21_cast_fp16)[name = tensor("transpose_37")]; + tensor pos_scores_25_cast_fp16 = matmul(transpose_x = pos_scores_25_transpose_x_0, transpose_y = pos_scores_25_transpose_y_0, x = p_cast_fp16, y = pos_emb_15_to_fp16)[name = tensor("pos_scores_25_cast_fp16")]; + tensor var_1134 = const()[name = tensor("op_1134"), val = tensor([-1, 1023])]; + tensor pos_scores_27_cast_fp16 = reshape(shape = var_1134, x = pos_scores_25_cast_fp16)[name = tensor("pos_scores_27_cast_fp16")]; + tensor pos_scores_29_validate_indices_0 = const()[name = tensor("pos_scores_29_validate_indices_0"), val = tensor(false)]; + tensor pos_scores_29_cast_fp16_cast_uint16 = gather_along_axis(axis = var_31, indices = indexes_1_to_uint16, validate_indices = pos_scores_29_validate_indices_0, x = pos_scores_27_cast_fp16)[name = tensor("pos_scores_29_cast_fp16_cast_uint16")]; + tensor var_1137 = const()[name = tensor("op_1137"), val = tensor([4, 1, 512, 512])]; + tensor pos_scores_cast_fp16 = reshape(shape = var_1137, x = pos_scores_29_cast_fp16_cast_uint16)[name = tensor("pos_scores_cast_fp16")]; + tensor attn_scores_cast_fp16 = add(x = attn_scores_13_cast_fp16, y = pos_scores_cast_fp16)[name = tensor("attn_scores_cast_fp16")]; + tensor cast_49_to_fp16 = const()[name = tensor("cast_49_to_fp16"), val = tensor(-0x1.f4p+9)]; + tensor x_257_cast_fp16 = select(a = cast_49_to_fp16, b = attn_scores_cast_fp16, cond = var_123)[name = tensor("x_257_cast_fp16")]; + tensor input_97_cast_fp16 = softmax(axis = var_24, x = x_257_cast_fp16)[name = tensor("input_97_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_feed_forward1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6575808)))]; + tensor text_encoder_encoders_0_layers_3_feed_forward1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6723328)))]; + tensor linear_57_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_feed_forward1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_feed_forward1_in_proj_weight_to_fp16, x = input_95_cast_fp16)[name = tensor("linear_57_cast_fp16")]; + tensor var_1152_to_fp16 = const()[name = tensor("op_1152_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_31_cast_fp16 = sub(x = linear_57_cast_fp16, y = var_1152_to_fp16)[name = tensor("x_offset_31_cast_fp16")]; + tensor var_1154_cast_fp16 = exp(x = x_offset_31_cast_fp16)[name = tensor("op_1154_cast_fp16")]; + tensor var_1155_to_fp16 = const()[name = tensor("op_1155_to_fp16"), val = tensor(0x1p+0)]; + tensor var_1156_cast_fp16 = add(x = var_1154_cast_fp16, y = var_1155_to_fp16)[name = tensor("op_1156_cast_fp16")]; + tensor var_1157_epsilon_0 = const()[name = tensor("op_1157_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_1157_cast_fp16 = log(epsilon = var_1157_epsilon_0, x = var_1156_cast_fp16)[name = tensor("op_1157_cast_fp16")]; + tensor var_1159_cast_fp16 = equal(x = var_1157_cast_fp16, y = var_16_to_fp16)[name = tensor("op_1159_cast_fp16")]; + tensor log_sum_63_cast_fp16 = select(a = x_offset_31_cast_fp16, b = var_1157_cast_fp16, cond = var_1159_cast_fp16)[name = tensor("log_sum_63_cast_fp16")]; + tensor var_1161_to_fp16 = const()[name = tensor("op_1161_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_1162_cast_fp16 = mul(x = linear_57_cast_fp16, y = var_1161_to_fp16)[name = tensor("op_1162_cast_fp16")]; + tensor var_1163_cast_fp16 = sub(x = log_sum_63_cast_fp16, y = var_1162_cast_fp16)[name = tensor("op_1163_cast_fp16")]; + tensor var_1164_to_fp16 = const()[name = tensor("op_1164_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_263_cast_fp16 = sub(x = var_1163_cast_fp16, y = var_1164_to_fp16)[name = tensor("x_263_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_feed_forward1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6724160)))]; + tensor text_encoder_encoders_0_layers_3_feed_forward1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6871680)))]; + tensor linear_58_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_feed_forward1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_feed_forward1_out_proj_weight_to_fp16, x = x_263_cast_fp16)[name = tensor("linear_58_cast_fp16")]; + tensor input_99_cast_fp16 = add(x = input_95_cast_fp16, y = linear_58_cast_fp16)[name = tensor("input_99_cast_fp16")]; + tensor attn_weights_begin_0 = const()[name = tensor("attn_weights_begin_0"), val = tensor([0, 0, 0, 0])]; + tensor attn_weights_end_0 = const()[name = tensor("attn_weights_end_0"), val = tensor([1, 1, 512, 512])]; + tensor attn_weights_end_mask_0 = const()[name = tensor("attn_weights_end_mask_0"), val = tensor([false, true, true, true])]; + tensor attn_weights_cast_fp16 = slice_by_index(begin = attn_weights_begin_0, end = attn_weights_end_0, end_mask = attn_weights_end_mask_0, x = input_97_cast_fp16)[name = tensor("attn_weights_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_nonlin_attention_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_nonlin_attention_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(6872128)))]; + tensor text_encoder_encoders_0_layers_3_nonlin_attention_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_nonlin_attention_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7038080)))]; + tensor linear_59_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_nonlin_attention_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_nonlin_attention_in_proj_weight_to_fp16, x = input_99_cast_fp16)[name = tensor("linear_59_cast_fp16")]; + tensor var_1176_split_sizes_0 = const()[name = tensor("op_1176_split_sizes_0"), val = tensor([144, 144, 144])]; + tensor var_1176_axis_0 = const()[name = tensor("op_1176_axis_0"), val = tensor(2)]; + tensor var_1176_cast_fp16_0, tensor var_1176_cast_fp16_1, tensor var_1176_cast_fp16_2 = split(axis = var_1176_axis_0, split_sizes = var_1176_split_sizes_0, x = linear_59_cast_fp16)[name = tensor("op_1176_cast_fp16")]; + tensor s_25_cast_fp16 = tanh(x = var_1176_cast_fp16_0)[name = tensor("s_25_cast_fp16")]; + tensor var_1180_axes_0 = const()[name = tensor("op_1180_axes_0"), val = tensor([-1])]; + tensor var_1180_cast_fp16 = expand_dims(axes = var_1180_axes_0, x = s_25_cast_fp16)[name = tensor("op_1180_cast_fp16")]; + tensor var_1181 = const()[name = tensor("op_1181"), val = tensor([512, 1, 144])]; + tensor s_27_cast_fp16 = reshape(shape = var_1181, x = var_1180_cast_fp16)[name = tensor("s_27_cast_fp16")]; + tensor x_269_cast_fp16 = mul(x = var_1176_cast_fp16_1, y = s_27_cast_fp16)[name = tensor("x_269_cast_fp16")]; + tensor var_1187 = const()[name = tensor("op_1187"), val = tensor([512, 1, 1, -1])]; + tensor var_1188_cast_fp16 = reshape(shape = var_1187, x = x_269_cast_fp16)[name = tensor("op_1188_cast_fp16")]; + tensor var_1189 = const()[name = tensor("op_1189"), val = tensor([2, 1, 0, 3])]; + tensor x_273_transpose_x_0 = const()[name = tensor("x_273_transpose_x_0"), val = tensor(false)]; + tensor x_273_transpose_y_0 = const()[name = tensor("x_273_transpose_y_0"), val = tensor(false)]; + tensor x_271_cast_fp16 = transpose(perm = var_1189, x = var_1188_cast_fp16)[name = tensor("transpose_34")]; + tensor x_273_cast_fp16 = matmul(transpose_x = x_273_transpose_x_0, transpose_y = x_273_transpose_y_0, x = attn_weights_cast_fp16, y = x_271_cast_fp16)[name = tensor("x_273_cast_fp16")]; + tensor var_1192 = const()[name = tensor("op_1192"), val = tensor([2, 1, 0, 3])]; + tensor var_1194 = const()[name = tensor("op_1194"), val = tensor([512, 1, -1])]; + tensor var_1193_cast_fp16 = transpose(perm = var_1192, x = x_273_cast_fp16)[name = tensor("transpose_33")]; + tensor x_275_cast_fp16 = reshape(shape = var_1194, x = var_1193_cast_fp16)[name = tensor("x_275_cast_fp16")]; + tensor input_103_cast_fp16 = mul(x = x_275_cast_fp16, y = var_1176_cast_fp16_2)[name = tensor("input_103_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_nonlin_attention_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_nonlin_attention_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7039040)))]; + tensor text_encoder_encoders_0_layers_3_nonlin_attention_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_nonlin_attention_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7094400)))]; + tensor linear_60_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_nonlin_attention_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_nonlin_attention_out_proj_weight_to_fp16, x = input_103_cast_fp16)[name = tensor("linear_60_cast_fp16")]; + tensor x_277_cast_fp16 = add(x = input_99_cast_fp16, y = linear_60_cast_fp16)[name = tensor("x_277_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_self_attn1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7094848)))]; + tensor text_encoder_encoders_0_layers_3_self_attn1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7113344)))]; + tensor linear_61_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_self_attn1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_self_attn1_in_proj_weight_to_fp16, x = x_277_cast_fp16)[name = tensor("linear_61_cast_fp16")]; + tensor var_1210 = const()[name = tensor("op_1210"), val = tensor([512, 1, 4, -1])]; + tensor var_1211_cast_fp16 = reshape(shape = var_1210, x = linear_61_cast_fp16)[name = tensor("op_1211_cast_fp16")]; + tensor var_1212 = const()[name = tensor("op_1212"), val = tensor([2, 1, 0, 3])]; + tensor x_283_transpose_x_0 = const()[name = tensor("x_283_transpose_x_0"), val = tensor(false)]; + tensor x_283_transpose_y_0 = const()[name = tensor("x_283_transpose_y_0"), val = tensor(false)]; + tensor x_281_cast_fp16 = transpose(perm = var_1212, x = var_1211_cast_fp16)[name = tensor("transpose_32")]; + tensor x_283_cast_fp16 = matmul(transpose_x = x_283_transpose_x_0, transpose_y = x_283_transpose_y_0, x = input_97_cast_fp16, y = x_281_cast_fp16)[name = tensor("x_283_cast_fp16")]; + tensor var_1217 = const()[name = tensor("op_1217"), val = tensor([2, 1, 0, 3])]; + tensor var_1222 = const()[name = tensor("op_1222"), val = tensor([512, 1, 48])]; + tensor var_1218_cast_fp16 = transpose(perm = var_1217, x = x_283_cast_fp16)[name = tensor("transpose_31")]; + tensor input_105_cast_fp16 = reshape(shape = var_1222, x = var_1218_cast_fp16)[name = tensor("input_105_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_self_attn1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7113536)))]; + tensor text_encoder_encoders_0_layers_3_self_attn1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7132032)))]; + tensor linear_62_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_self_attn1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_self_attn1_out_proj_weight_to_fp16, x = input_105_cast_fp16)[name = tensor("linear_62_cast_fp16")]; + tensor input_107_cast_fp16 = add(x = x_277_cast_fp16, y = linear_62_cast_fp16)[name = tensor("input_107_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_conv_module1_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module1_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7132480)))]; + tensor text_encoder_encoders_0_layers_3_conv_module1_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module1_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7280000)))]; + tensor linear_63_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_conv_module1_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_conv_module1_in_proj_weight_to_fp16, x = input_107_cast_fp16)[name = tensor("linear_63_cast_fp16")]; + tensor var_1234_split_sizes_0 = const()[name = tensor("op_1234_split_sizes_0"), val = tensor([192, 192])]; + tensor var_1234_axis_0 = const()[name = tensor("op_1234_axis_0"), val = tensor(2)]; + tensor var_1234_cast_fp16_0, tensor var_1234_cast_fp16_1 = split(axis = var_1234_axis_0, split_sizes = var_1234_split_sizes_0, x = linear_63_cast_fp16)[name = tensor("op_1234_cast_fp16")]; + tensor s_29_cast_fp16 = sigmoid(x = var_1234_cast_fp16_1)[name = tensor("s_29_cast_fp16")]; + tensor x_289_cast_fp16 = mul(x = var_1234_cast_fp16_0, y = s_29_cast_fp16)[name = tensor("x_289_cast_fp16")]; + tensor var_1238 = const()[name = tensor("op_1238"), val = tensor([1, 2, 0])]; + tensor x_291_cast_fp16 = transpose(perm = var_1238, x = x_289_cast_fp16)[name = tensor("transpose_30")]; + tensor input_111_cast_fp16 = select(a = var_28_to_fp16, b = x_291_cast_fp16, cond = var_224)[name = tensor("input_111_cast_fp16")]; + tensor x_293_pad_type_0 = const()[name = tensor("x_293_pad_type_0"), val = tensor("custom")]; + tensor x_293_pad_0 = const()[name = tensor("x_293_pad_0"), val = tensor([4, 4])]; + tensor x_293_groups_0 = const()[name = tensor("x_293_groups_0"), val = tensor(192)]; + tensor x_293_strides_0 = const()[name = tensor("x_293_strides_0"), val = tensor([1])]; + tensor x_293_dilations_0 = const()[name = tensor("x_293_dilations_0"), val = tensor([1])]; + tensor text_encoder_encoders_0_layers_3_conv_module1_depthwise_conv_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module1_depthwise_conv_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7280832)))]; + tensor text_encoder_encoders_0_layers_3_conv_module1_depthwise_conv_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module1_depthwise_conv_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7284352)))]; + tensor x_293_cast_fp16 = conv(bias = text_encoder_encoders_0_layers_3_conv_module1_depthwise_conv_bias_to_fp16, dilations = x_293_dilations_0, groups = x_293_groups_0, pad = x_293_pad_0, pad_type = x_293_pad_type_0, strides = x_293_strides_0, weight = text_encoder_encoders_0_layers_3_conv_module1_depthwise_conv_weight_to_fp16, x = input_111_cast_fp16)[name = tensor("x_293_cast_fp16")]; + tensor var_1250 = const()[name = tensor("op_1250"), val = tensor([2, 0, 1])]; + tensor var_1255_to_fp16 = const()[name = tensor("op_1255_to_fp16"), val = tensor(0x1p+0)]; + tensor x_295_cast_fp16 = transpose(perm = var_1250, x = x_293_cast_fp16)[name = tensor("transpose_29")]; + tensor x_offset_33_cast_fp16 = sub(x = x_295_cast_fp16, y = var_1255_to_fp16)[name = tensor("x_offset_33_cast_fp16")]; + tensor var_1257_cast_fp16 = exp(x = x_offset_33_cast_fp16)[name = tensor("op_1257_cast_fp16")]; + tensor var_1258_to_fp16 = const()[name = tensor("op_1258_to_fp16"), val = tensor(0x1p+0)]; + tensor var_1259_cast_fp16 = add(x = var_1257_cast_fp16, y = var_1258_to_fp16)[name = tensor("op_1259_cast_fp16")]; + tensor var_1260_epsilon_0 = const()[name = tensor("op_1260_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_1260_cast_fp16 = log(epsilon = var_1260_epsilon_0, x = var_1259_cast_fp16)[name = tensor("op_1260_cast_fp16")]; + tensor var_1262_cast_fp16 = equal(x = var_1260_cast_fp16, y = var_16_to_fp16)[name = tensor("op_1262_cast_fp16")]; + tensor log_sum_67_cast_fp16 = select(a = x_offset_33_cast_fp16, b = var_1260_cast_fp16, cond = var_1262_cast_fp16)[name = tensor("log_sum_67_cast_fp16")]; + tensor var_1264_to_fp16 = const()[name = tensor("op_1264_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_1265_cast_fp16 = mul(x = x_295_cast_fp16, y = var_1264_to_fp16)[name = tensor("op_1265_cast_fp16")]; + tensor var_1266_cast_fp16 = sub(x = log_sum_67_cast_fp16, y = var_1265_cast_fp16)[name = tensor("op_1266_cast_fp16")]; + tensor var_1267_to_fp16 = const()[name = tensor("op_1267_to_fp16"), val = tensor(0x1.40cp-2)]; + tensor x_299_cast_fp16 = sub(x = var_1266_cast_fp16, y = var_1267_to_fp16)[name = tensor("x_299_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_conv_module1_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module1_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7284800)))]; + tensor text_encoder_encoders_0_layers_3_conv_module1_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module1_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7358592)))]; + tensor linear_64_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_conv_module1_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_conv_module1_out_proj_weight_to_fp16, x = x_299_cast_fp16)[name = tensor("linear_64_cast_fp16")]; + tensor input_113_cast_fp16 = add(x = input_107_cast_fp16, y = linear_64_cast_fp16)[name = tensor("input_113_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_feed_forward2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7359040)))]; + tensor text_encoder_encoders_0_layers_3_feed_forward2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7555712)))]; + tensor linear_65_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_feed_forward2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_feed_forward2_in_proj_weight_to_fp16, x = input_113_cast_fp16)[name = tensor("linear_65_cast_fp16")]; + tensor var_1279_to_fp16 = const()[name = tensor("op_1279_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_35_cast_fp16 = sub(x = linear_65_cast_fp16, y = var_1279_to_fp16)[name = tensor("x_offset_35_cast_fp16")]; + tensor var_1281_cast_fp16 = exp(x = x_offset_35_cast_fp16)[name = tensor("op_1281_cast_fp16")]; + tensor var_1282_to_fp16 = const()[name = tensor("op_1282_to_fp16"), val = tensor(0x1p+0)]; + tensor var_1283_cast_fp16 = add(x = var_1281_cast_fp16, y = var_1282_to_fp16)[name = tensor("op_1283_cast_fp16")]; + tensor var_1284_epsilon_0 = const()[name = tensor("op_1284_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_1284_cast_fp16 = log(epsilon = var_1284_epsilon_0, x = var_1283_cast_fp16)[name = tensor("op_1284_cast_fp16")]; + tensor var_1286_cast_fp16 = equal(x = var_1284_cast_fp16, y = var_16_to_fp16)[name = tensor("op_1286_cast_fp16")]; + tensor log_sum_71_cast_fp16 = select(a = x_offset_35_cast_fp16, b = var_1284_cast_fp16, cond = var_1286_cast_fp16)[name = tensor("log_sum_71_cast_fp16")]; + tensor var_1288_to_fp16 = const()[name = tensor("op_1288_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_1289_cast_fp16 = mul(x = linear_65_cast_fp16, y = var_1288_to_fp16)[name = tensor("op_1289_cast_fp16")]; + tensor var_1290_cast_fp16 = sub(x = log_sum_71_cast_fp16, y = var_1289_cast_fp16)[name = tensor("op_1290_cast_fp16")]; + tensor var_1291_to_fp16 = const()[name = tensor("op_1291_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_305_cast_fp16 = sub(x = var_1290_cast_fp16, y = var_1291_to_fp16)[name = tensor("x_305_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_feed_forward2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7556800)))]; + tensor text_encoder_encoders_0_layers_3_feed_forward2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7753472)))]; + tensor linear_66_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_feed_forward2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_feed_forward2_out_proj_weight_to_fp16, x = x_305_cast_fp16)[name = tensor("linear_66_cast_fp16")]; + tensor src_13_cast_fp16 = add(x = input_113_cast_fp16, y = linear_66_cast_fp16)[name = tensor("src_13_cast_fp16")]; + tensor var_1296_cast_fp16 = sub(x = src_13_cast_fp16, y = input_95_cast_fp16)[name = tensor("op_1296_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_bypass_mid_bypass_scale_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_bypass_mid_bypass_scale_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7753920)))]; + tensor var_1297_cast_fp16 = mul(x = var_1296_cast_fp16, y = text_encoder_encoders_0_layers_3_bypass_mid_bypass_scale_to_fp16)[name = tensor("op_1297_cast_fp16")]; + tensor x_307_cast_fp16 = add(x = input_95_cast_fp16, y = var_1297_cast_fp16)[name = tensor("x_307_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_self_attn2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7754368)))]; + tensor text_encoder_encoders_0_layers_3_self_attn2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7772864)))]; + tensor linear_67_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_self_attn2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_self_attn2_in_proj_weight_to_fp16, x = x_307_cast_fp16)[name = tensor("linear_67_cast_fp16")]; + tensor var_1308 = const()[name = tensor("op_1308"), val = tensor([512, 1, 4, -1])]; + tensor var_1309_cast_fp16 = reshape(shape = var_1308, x = linear_67_cast_fp16)[name = tensor("op_1309_cast_fp16")]; + tensor var_1310 = const()[name = tensor("op_1310"), val = tensor([2, 1, 0, 3])]; + tensor x_313_transpose_x_0 = const()[name = tensor("x_313_transpose_x_0"), val = tensor(false)]; + tensor x_313_transpose_y_0 = const()[name = tensor("x_313_transpose_y_0"), val = tensor(false)]; + tensor x_311_cast_fp16 = transpose(perm = var_1310, x = var_1309_cast_fp16)[name = tensor("transpose_28")]; + tensor x_313_cast_fp16 = matmul(transpose_x = x_313_transpose_x_0, transpose_y = x_313_transpose_y_0, x = input_97_cast_fp16, y = x_311_cast_fp16)[name = tensor("x_313_cast_fp16")]; + tensor var_1315 = const()[name = tensor("op_1315"), val = tensor([2, 1, 0, 3])]; + tensor var_1320 = const()[name = tensor("op_1320"), val = tensor([512, 1, 48])]; + tensor var_1316_cast_fp16 = transpose(perm = var_1315, x = x_313_cast_fp16)[name = tensor("transpose_27")]; + tensor input_115_cast_fp16 = reshape(shape = var_1320, x = var_1316_cast_fp16)[name = tensor("input_115_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_self_attn2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7773056)))]; + tensor text_encoder_encoders_0_layers_3_self_attn2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_self_attn2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7791552)))]; + tensor linear_68_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_self_attn2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_self_attn2_out_proj_weight_to_fp16, x = input_115_cast_fp16)[name = tensor("linear_68_cast_fp16")]; + tensor input_117_cast_fp16 = add(x = x_307_cast_fp16, y = linear_68_cast_fp16)[name = tensor("input_117_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_conv_module2_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module2_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7792000)))]; + tensor text_encoder_encoders_0_layers_3_conv_module2_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module2_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7939520)))]; + tensor linear_69_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_conv_module2_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_conv_module2_in_proj_weight_to_fp16, x = input_117_cast_fp16)[name = tensor("linear_69_cast_fp16")]; + tensor var_1332_split_sizes_0 = const()[name = tensor("op_1332_split_sizes_0"), val = tensor([192, 192])]; + tensor var_1332_axis_0 = const()[name = tensor("op_1332_axis_0"), val = tensor(2)]; + tensor var_1332_cast_fp16_0, tensor var_1332_cast_fp16_1 = split(axis = var_1332_axis_0, split_sizes = var_1332_split_sizes_0, x = linear_69_cast_fp16)[name = tensor("op_1332_cast_fp16")]; + tensor s_cast_fp16 = sigmoid(x = var_1332_cast_fp16_1)[name = tensor("s_cast_fp16")]; + tensor x_319_cast_fp16 = mul(x = var_1332_cast_fp16_0, y = s_cast_fp16)[name = tensor("x_319_cast_fp16")]; + tensor var_1336 = const()[name = tensor("op_1336"), val = tensor([1, 2, 0])]; + tensor x_321_cast_fp16 = transpose(perm = var_1336, x = x_319_cast_fp16)[name = tensor("transpose_26")]; + tensor input_121_cast_fp16 = select(a = var_28_to_fp16, b = x_321_cast_fp16, cond = var_224)[name = tensor("input_121_cast_fp16")]; + tensor x_323_pad_type_0 = const()[name = tensor("x_323_pad_type_0"), val = tensor("custom")]; + tensor x_323_pad_0 = const()[name = tensor("x_323_pad_0"), val = tensor([4, 4])]; + tensor x_323_groups_0 = const()[name = tensor("x_323_groups_0"), val = tensor(192)]; + tensor x_323_strides_0 = const()[name = tensor("x_323_strides_0"), val = tensor([1])]; + tensor x_323_dilations_0 = const()[name = tensor("x_323_dilations_0"), val = tensor([1])]; + tensor text_encoder_encoders_0_layers_3_conv_module2_depthwise_conv_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module2_depthwise_conv_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7940352)))]; + tensor text_encoder_encoders_0_layers_3_conv_module2_depthwise_conv_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module2_depthwise_conv_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7943872)))]; + tensor x_323_cast_fp16 = conv(bias = text_encoder_encoders_0_layers_3_conv_module2_depthwise_conv_bias_to_fp16, dilations = x_323_dilations_0, groups = x_323_groups_0, pad = x_323_pad_0, pad_type = x_323_pad_type_0, strides = x_323_strides_0, weight = text_encoder_encoders_0_layers_3_conv_module2_depthwise_conv_weight_to_fp16, x = input_121_cast_fp16)[name = tensor("x_323_cast_fp16")]; + tensor var_1348 = const()[name = tensor("op_1348"), val = tensor([2, 0, 1])]; + tensor var_1353_to_fp16 = const()[name = tensor("op_1353_to_fp16"), val = tensor(0x1p+0)]; + tensor x_325_cast_fp16 = transpose(perm = var_1348, x = x_323_cast_fp16)[name = tensor("transpose_25")]; + tensor x_offset_37_cast_fp16 = sub(x = x_325_cast_fp16, y = var_1353_to_fp16)[name = tensor("x_offset_37_cast_fp16")]; + tensor var_1355_cast_fp16 = exp(x = x_offset_37_cast_fp16)[name = tensor("op_1355_cast_fp16")]; + tensor var_1356_to_fp16 = const()[name = tensor("op_1356_to_fp16"), val = tensor(0x1p+0)]; + tensor var_1357_cast_fp16 = add(x = var_1355_cast_fp16, y = var_1356_to_fp16)[name = tensor("op_1357_cast_fp16")]; + tensor var_1358_epsilon_0 = const()[name = tensor("op_1358_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_1358_cast_fp16 = log(epsilon = var_1358_epsilon_0, x = var_1357_cast_fp16)[name = tensor("op_1358_cast_fp16")]; + tensor var_1360_cast_fp16 = equal(x = var_1358_cast_fp16, y = var_16_to_fp16)[name = tensor("op_1360_cast_fp16")]; + tensor log_sum_75_cast_fp16 = select(a = x_offset_37_cast_fp16, b = var_1358_cast_fp16, cond = var_1360_cast_fp16)[name = tensor("log_sum_75_cast_fp16")]; + tensor var_1362_to_fp16 = const()[name = tensor("op_1362_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_1363_cast_fp16 = mul(x = x_325_cast_fp16, y = var_1362_to_fp16)[name = tensor("op_1363_cast_fp16")]; + tensor var_1364_cast_fp16 = sub(x = log_sum_75_cast_fp16, y = var_1363_cast_fp16)[name = tensor("op_1364_cast_fp16")]; + tensor var_1365_to_fp16 = const()[name = tensor("op_1365_to_fp16"), val = tensor(0x1.40cp-2)]; + tensor x_329_cast_fp16 = sub(x = var_1364_cast_fp16, y = var_1365_to_fp16)[name = tensor("x_329_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_conv_module2_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module2_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(7944320)))]; + tensor text_encoder_encoders_0_layers_3_conv_module2_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_conv_module2_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8018112)))]; + tensor linear_70_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_conv_module2_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_conv_module2_out_proj_weight_to_fp16, x = x_329_cast_fp16)[name = tensor("linear_70_cast_fp16")]; + tensor input_123_cast_fp16 = add(x = input_117_cast_fp16, y = linear_70_cast_fp16)[name = tensor("input_123_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_feed_forward3_in_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward3_in_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8018560)))]; + tensor text_encoder_encoders_0_layers_3_feed_forward3_in_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward3_in_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8264384)))]; + tensor linear_71_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_feed_forward3_in_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_feed_forward3_in_proj_weight_to_fp16, x = input_123_cast_fp16)[name = tensor("linear_71_cast_fp16")]; + tensor var_1377_to_fp16 = const()[name = tensor("op_1377_to_fp16"), val = tensor(0x1p+2)]; + tensor x_offset_cast_fp16 = sub(x = linear_71_cast_fp16, y = var_1377_to_fp16)[name = tensor("x_offset_cast_fp16")]; + tensor var_1379_cast_fp16 = exp(x = x_offset_cast_fp16)[name = tensor("op_1379_cast_fp16")]; + tensor var_1380_to_fp16 = const()[name = tensor("op_1380_to_fp16"), val = tensor(0x1p+0)]; + tensor var_1381_cast_fp16 = add(x = var_1379_cast_fp16, y = var_1380_to_fp16)[name = tensor("op_1381_cast_fp16")]; + tensor var_1382_epsilon_0 = const()[name = tensor("op_1382_epsilon_0"), val = tensor(0x1p-149)]; + tensor var_1382_cast_fp16 = log(epsilon = var_1382_epsilon_0, x = var_1381_cast_fp16)[name = tensor("op_1382_cast_fp16")]; + tensor var_1384_cast_fp16 = equal(x = var_1382_cast_fp16, y = var_16_to_fp16)[name = tensor("op_1384_cast_fp16")]; + tensor log_sum_cast_fp16 = select(a = x_offset_cast_fp16, b = var_1382_cast_fp16, cond = var_1384_cast_fp16)[name = tensor("log_sum_cast_fp16")]; + tensor var_1386_to_fp16 = const()[name = tensor("op_1386_to_fp16"), val = tensor(0x1.47cp-4)]; + tensor var_1387_cast_fp16 = mul(x = linear_71_cast_fp16, y = var_1386_to_fp16)[name = tensor("op_1387_cast_fp16")]; + tensor var_1388_cast_fp16 = sub(x = log_sum_cast_fp16, y = var_1387_cast_fp16)[name = tensor("op_1388_cast_fp16")]; + tensor var_1389_to_fp16 = const()[name = tensor("op_1389_to_fp16"), val = tensor(0x1.1ecp-5)]; + tensor x_335_cast_fp16 = sub(x = var_1388_cast_fp16, y = var_1389_to_fp16)[name = tensor("x_335_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_feed_forward3_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward3_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8265728)))]; + tensor text_encoder_encoders_0_layers_3_feed_forward3_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_feed_forward3_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8511552)))]; + tensor linear_72_cast_fp16 = linear(bias = text_encoder_encoders_0_layers_3_feed_forward3_out_proj_bias_to_fp16, weight = text_encoder_encoders_0_layers_3_feed_forward3_out_proj_weight_to_fp16, x = x_335_cast_fp16)[name = tensor("linear_72_cast_fp16")]; + tensor x_337_cast_fp16 = add(x = input_123_cast_fp16, y = linear_72_cast_fp16)[name = tensor("x_337_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_norm_bias_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_norm_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8512000)))]; + tensor var_1395_cast_fp16 = sub(x = x_337_cast_fp16, y = text_encoder_encoders_0_layers_3_norm_bias_to_fp16)[name = tensor("op_1395_cast_fp16")]; + tensor var_29_promoted_3_to_fp16 = const()[name = tensor("op_29_promoted_3_to_fp16"), val = tensor(0x1p+1)]; + tensor var_1396_cast_fp16 = pow(x = var_1395_cast_fp16, y = var_29_promoted_3_to_fp16)[name = tensor("op_1396_cast_fp16")]; + tensor var_1398_axes_0 = const()[name = tensor("op_1398_axes_0"), val = tensor([2])]; + tensor var_1398_keep_dims_0 = const()[name = tensor("op_1398_keep_dims_0"), val = tensor(true)]; + tensor var_1398_cast_fp16 = reduce_mean(axes = var_1398_axes_0, keep_dims = var_1398_keep_dims_0, x = var_1396_cast_fp16)[name = tensor("op_1398_cast_fp16")]; + tensor var_1399_cast_fp16 = pow(x = var_1398_cast_fp16, y = var_12_to_fp16)[name = tensor("op_1399_cast_fp16")]; + tensor var_1400_to_fp16 = const()[name = tensor("op_1400_to_fp16"), val = tensor(0x1.1ecp+2)]; + tensor scales_cast_fp16 = mul(x = var_1399_cast_fp16, y = var_1400_to_fp16)[name = tensor("scales_cast_fp16")]; + tensor src_cast_fp16 = mul(x = x_337_cast_fp16, y = scales_cast_fp16)[name = tensor("src_cast_fp16")]; + tensor var_1404_cast_fp16 = sub(x = src_cast_fp16, y = input_95_cast_fp16)[name = tensor("op_1404_cast_fp16")]; + tensor text_encoder_encoders_0_layers_3_bypass_bypass_scale_to_fp16 = const()[name = tensor("text_encoder_encoders_0_layers_3_bypass_bypass_scale_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8512448)))]; + tensor var_1405_cast_fp16 = mul(x = var_1404_cast_fp16, y = text_encoder_encoders_0_layers_3_bypass_bypass_scale_to_fp16)[name = tensor("op_1405_cast_fp16")]; + tensor input_cast_fp16 = add(x = input_95_cast_fp16, y = var_1405_cast_fp16)[name = tensor("input_cast_fp16")]; + tensor text_encoder_out_proj_weight_to_fp16 = const()[name = tensor("text_encoder_out_proj_weight_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8512896)))]; + tensor text_encoder_out_proj_bias_to_fp16 = const()[name = tensor("text_encoder_out_proj_bias_to_fp16"), val = tensor(BLOBFILE(path = tensor("@model_path/weights/weight.bin"), offset = tensor(8551360)))]; + tensor linear_73_cast_fp16 = linear(bias = text_encoder_out_proj_bias_to_fp16, weight = text_encoder_out_proj_weight_to_fp16, x = input_cast_fp16)[name = tensor("linear_73_cast_fp16")]; + tensor var_1410 = const()[name = tensor("op_1410"), val = tensor([1, 0, 2])]; + tensor var_1411_cast_fp16_to_fp32_dtype_0 = const()[name = tensor("op_1411_cast_fp16_to_fp32_dtype_0"), val = tensor("fp32")]; + tensor var_1411_cast_fp16 = transpose(perm = var_1410, x = linear_73_cast_fp16)[name = tensor("transpose_24")]; + tensor token_embeds = cast(dtype = var_1411_cast_fp16_to_fp32_dtype_0, x = var_1411_cast_fp16)[name = tensor("cast_58")]; + } -> (token_embeds); +} \ No newline at end of file