SuperBeastsAI-ComfyUI-SuperBeasts/scripts/tensor_blueprint.csv

1	index	name	shape
2	0	new_shape__1590	[5]
3	1	new_shape__1589	[5]
4	2	new_shape__1588	[5]
5	3	new_shape__1587	[5]
6	4	new_shape__1586	[5]
7	5	new_shape__1585	[5]
8	6	new_shape__1013	[4]
9	7	new_shape__1010	[4]
10	8	new_shape__1008	[4]
11	9	einsum124219583030736_ba_batch_axes__1283	[2]
12	10	einsum124219582908752_ba_left_set__1510	[1]
13	11	einsum124219582908752_ba_final_axes__1513	[1]
14	12	einsum124218983837520_id_axes__1281	[1]
15	13	einsum124218981442064_ba__1__1213	[1]
16	14	einsum124218844259344_ba_ones__1436	[1]
17	15	contextual_residual_unet_1/up_sampling2d_1_2/Repeat_1/concat/values_1__9	[1]
18	16	contextual_residual_unet_1/skip_proj_2_1/convolution/Cast:0	[32, 64, 1, 1]
19	17	contextual_residual_unet_1/skip_proj_2_1/Squeeze:0	[32]
20	18	contextual_residual_unet_1/skip_proj_1_1/convolution/Cast:0	[64, 96, 1, 1]
21	19	contextual_residual_unet_1/skip_proj_1_1/Squeeze:0	[64]
22	20	contextual_residual_unet_1/skip_proj_0_1/convolution/Cast:0	[96, 128, 1, 1]
23	21	contextual_residual_unet_1/skip_proj_0_1/Squeeze:0	[96]
24	22	contextual_residual_unet_1/reshape_8_1/Reshape_shape__1125	[4]
25	23	contextual_residual_unet_1/reshape_7_1/Reshape_shape__1129	[3]
26	24	contextual_residual_unet_1/reshape_5_1/Reshape_shape__1130	[4]
27	25	contextual_residual_unet_1/reshape_4_1/Reshape_shape__1127	[3]
28	26	contextual_residual_unet_1/reshape_2_2/Reshape_shape__1128	[4]
29	27	contextual_residual_unet_1/reshape_1_1/Reshape_shape__1126	[3]
30	28	contextual_residual_unet_1/group_normalization_9_1/Cast_2:0	[1, 1, 1, 8, 12]
31	29	contextual_residual_unet_1/group_normalization_9_1/Cast_1:0	[1, 1, 1, 8, 12]
32	30	contextual_residual_unet_1/group_normalization_8_1/Cast_2:0	[1, 1, 1, 8, 16]
33	31	contextual_residual_unet_1/group_normalization_8_1/Cast_1:0	[1, 1, 1, 8, 16]
34	32	contextual_residual_unet_1/group_normalization_7_1/Cast_2:0	[1, 1, 1, 8, 16]
35	33	contextual_residual_unet_1/group_normalization_7_1/Cast_1:0	[1, 1, 1, 8, 16]
36	34	contextual_residual_unet_1/group_normalization_6_1/Cast_2:0	[1, 1, 1, 8, 16]
37	35	contextual_residual_unet_1/group_normalization_6_1/Cast_1:0	[1, 1, 1, 8, 16]
38	36	contextual_residual_unet_1/group_normalization_5_1/Cast_2:0	[1, 1, 1, 8, 16]
39	37	contextual_residual_unet_1/group_normalization_5_1/Cast_1:0	[1, 1, 1, 8, 16]
40	38	contextual_residual_unet_1/group_normalization_4_1/Cast_2:0	[1, 1, 1, 8, 12]
41	39	contextual_residual_unet_1/group_normalization_4_1/Cast_1:0	[1, 1, 1, 8, 12]
42	40	contextual_residual_unet_1/group_normalization_3_1/Cast_2:0	[1, 1, 1, 8, 12]
43	41	contextual_residual_unet_1/group_normalization_3_1/Cast_1:0	[1, 1, 1, 8, 12]
44	42	contextual_residual_unet_1/group_normalization_2_1/add/y:0	[]
45	43	contextual_residual_unet_1/group_normalization_2_1/Cast_2:0	[1, 1, 1, 8, 8]
46	44	contextual_residual_unet_1/group_normalization_2_1/Cast_1:0	[1, 1, 1, 8, 8]
47	45	contextual_residual_unet_1/group_normalization_1_2/Cast_2:0	[1, 1, 1, 8, 8]
48	46	contextual_residual_unet_1/group_normalization_1_2/Cast_1:0	[1, 1, 1, 8, 8]
49	47	contextual_residual_unet_1/group_normalization_14_1/Cast_2:0	[1, 1, 1, 8, 4]
50	48	contextual_residual_unet_1/group_normalization_14_1/Cast_1:0	[1, 1, 1, 8, 4]
51	49	contextual_residual_unet_1/group_normalization_13_1/Cast_2:0	[1, 1, 1, 8, 4]
52	50	contextual_residual_unet_1/group_normalization_13_1/Cast_1:0	[1, 1, 1, 8, 4]
53	51	contextual_residual_unet_1/group_normalization_12_1/Cast_2:0	[1, 1, 1, 8, 8]
54	52	contextual_residual_unet_1/group_normalization_12_1/Cast_1:0	[1, 1, 1, 8, 8]
55	53	contextual_residual_unet_1/group_normalization_11_1/Cast_2:0	[1, 1, 1, 8, 8]
56	54	contextual_residual_unet_1/group_normalization_11_1/Cast_1:0	[1, 1, 1, 8, 8]
57	55	contextual_residual_unet_1/group_normalization_10_1/Cast_2:0	[1, 1, 1, 8, 12]
58	56	contextual_residual_unet_1/group_normalization_10_1/Cast_1:0	[1, 1, 1, 8, 12]
59	57	contextual_residual_unet_1/group_normalization_1/Cast_2:0	[1, 1, 1, 8, 4]
60	58	contextual_residual_unet_1/group_normalization_1/Cast_1:0	[1, 1, 1, 8, 4]
61	59	contextual_residual_unet_1/decoder_q_proj_2_1/convolution/Cast:0	[32, 64, 1, 1]
62	60	contextual_residual_unet_1/decoder_q_proj_1_1/convolution/Cast:0	[64, 96, 1, 1]
63	61	contextual_residual_unet_1/decoder_q_proj_1_1/Squeeze:0	[64]
64	62	contextual_residual_unet_1/decoder_q_proj_0_1/convolution/Cast:0	[96, 128, 1, 1]
65	63	contextual_residual_unet_1/decoder_mha_2_1/value_1/Reshape:0	[32, 128]
66	64	contextual_residual_unet_1/decoder_mha_2_1/value_1/Add/Cast:0	[4, 32]
67	65	contextual_residual_unet_1/decoder_mha_2_1/query_1/Reshape:0	[32, 128]
68	66	contextual_residual_unet_1/decoder_mha_2_1/key_1/Reshape:0	[32, 128]
69	67	contextual_residual_unet_1/decoder_mha_2_1/attention_output_1/Reshape_1:0	[128, 32]
70	68	contextual_residual_unet_1/decoder_mha_2_1/attention_output_1/BiasAdd/Cast:0	[32]
71	69	contextual_residual_unet_1/decoder_mha_2_1/Cast_1/x:0	[]
72	70	contextual_residual_unet_1/decoder_mha_1_1/value_1/Reshape:0	[64, 256]
73	71	contextual_residual_unet_1/decoder_mha_1_1/value_1/Add/Cast:0	[4, 64]
74	72	contextual_residual_unet_1/decoder_mha_1_1/query_1/Reshape:0	[64, 256]
75	73	contextual_residual_unet_1/decoder_mha_1_1/key_1/Reshape:0	[64, 256]
76	74	contextual_residual_unet_1/decoder_mha_1_1/attention_output_1/Reshape_1:0	[256, 64]
77	75	contextual_residual_unet_1/decoder_mha_1_1/Cast_1/x:0	[]
78	76	contextual_residual_unet_1/decoder_mha_0_1/value_1/Reshape:0	[96, 384]
79	77	contextual_residual_unet_1/decoder_mha_0_1/value_1/Add/Cast:0	[4, 96]
80	78	contextual_residual_unet_1/decoder_mha_0_1/query_1/Reshape:0	[96, 384]
81	79	contextual_residual_unet_1/decoder_mha_0_1/key_1/Reshape:0	[96, 384]
82	80	contextual_residual_unet_1/decoder_mha_0_1/attention_output_1/Reshape_1:0	[384, 96]
83	81	contextual_residual_unet_1/decoder_mha_0_1/attention_output_1/BiasAdd/Cast:0	[96]
84	82	contextual_residual_unet_1/decoder_mha_0_1/Cast_1/x:0	[]
85	83	contextual_residual_unet_1/decoder_ctx_kv_proj_2_1/Cast/Cast:0	[128, 32]
86	84	contextual_residual_unet_1/decoder_ctx_kv_proj_2_1/BiasAdd/Cast:0	[32]
87	85	contextual_residual_unet_1/decoder_ctx_kv_proj_1_1/Cast/Cast:0	[128, 64]
88	86	contextual_residual_unet_1/decoder_ctx_kv_proj_1_1/BiasAdd/Cast:0	[64]
89	87	contextual_residual_unet_1/decoder_ctx_kv_proj_0_1/Cast/Cast:0	[128, 96]
90	88	contextual_residual_unet_1/decoder_ctx_kv_proj_0_1/BiasAdd/Cast:0	[96]
91	89	contextual_residual_unet_1/conv2d_9_1/convolution/Cast:0	[128, 96, 1, 1]
92	90	contextual_residual_unet_1/conv2d_9_1/Squeeze:0	[128]
93	91	contextual_residual_unet_1/conv2d_8_1/convolution/Cast:0	[96, 96, 3, 3]
94	92	contextual_residual_unet_1/conv2d_8_1/Squeeze:0	[96]
95	93	contextual_residual_unet_1/conv2d_7_1/convolution/Cast:0	[96, 64, 3, 3]
96	94	contextual_residual_unet_1/conv2d_7_1/Squeeze:0	[96]
97	95	contextual_residual_unet_1/conv2d_6_1/convolution/Cast:0	[96, 64, 1, 1]
98	96	contextual_residual_unet_1/conv2d_6_1/Squeeze:0	[96]
99	97	contextual_residual_unet_1/conv2d_5_1/convolution/Cast:0	[64, 64, 3, 3]
100	98	contextual_residual_unet_1/conv2d_5_1/Squeeze:0	[64]
101	99	contextual_residual_unet_1/conv2d_4_1/convolution/Cast:0	[64, 32, 3, 3]
102	100	contextual_residual_unet_1/conv2d_4_1/Squeeze:0	[64]
103	101	contextual_residual_unet_1/conv2d_3_1/convolution/Cast:0	[64, 32, 1, 1]
104	102	contextual_residual_unet_1/conv2d_3_1/Squeeze:0	[64]
105	103	contextual_residual_unet_1/conv2d_2_1/convolution/Cast:0	[32, 7, 3, 3]
106	104	contextual_residual_unet_1/conv2d_2_1/Squeeze:0	[32]
107	105	contextual_residual_unet_1/conv2d_26_1/convolution/ReadVariableOp:0	[3, 32, 3, 3]
108	106	contextual_residual_unet_1/conv2d_26_1/Squeeze:0	[3]
109	107	contextual_residual_unet_1/conv2d_25_1/convolution/Cast:0	[32, 32, 3, 3]
110	108	contextual_residual_unet_1/conv2d_25_1/Squeeze:0	[32]
111	109	contextual_residual_unet_1/conv2d_24_1/convolution/Cast:0	[32, 64, 3, 3]
112	110	contextual_residual_unet_1/conv2d_24_1/Squeeze:0	[32]
113	111	contextual_residual_unet_1/conv2d_23_1/convolution/Cast:0	[32, 64, 1, 1]
114	112	contextual_residual_unet_1/conv2d_23_1/Squeeze:0	[32]
115	113	contextual_residual_unet_1/conv2d_22_1/convolution/Cast:0	[1, 2, 7, 7]
116	114	contextual_residual_unet_1/conv2d_22_1/Reshape:0	[1]
117	115	contextual_residual_unet_1/conv2d_21_1/convolution/Cast:0	[64, 64, 3, 3]
118	116	contextual_residual_unet_1/conv2d_21_1/Squeeze:0	[64]
119	117	contextual_residual_unet_1/conv2d_20_1/convolution/Cast:0	[64, 128, 3, 3]
120	118	contextual_residual_unet_1/conv2d_20_1/Squeeze:0	[64]
121	119	contextual_residual_unet_1/conv2d_1_2/convolution/Cast:0	[64, 32, 3, 3]
122	120	contextual_residual_unet_1/conv2d_1_2/Squeeze:0	[64]
123	121	contextual_residual_unet_1/conv2d_19_1/convolution/Cast:0	[64, 128, 1, 1]
124	122	contextual_residual_unet_1/conv2d_19_1/Squeeze:0	[64]
125	123	contextual_residual_unet_1/conv2d_18_1/convolution/Cast:0	[1, 2, 7, 7]
126	124	contextual_residual_unet_1/conv2d_18_1/Reshape:0	[1]
127	125	contextual_residual_unet_1/conv2d_17_1/convolution/Cast:0	[96, 96, 3, 3]
128	126	contextual_residual_unet_1/conv2d_17_1/Squeeze:0	[96]
129	127	contextual_residual_unet_1/conv2d_16_1/convolution/Cast:0	[96, 192, 3, 3]
130	128	contextual_residual_unet_1/conv2d_16_1/Squeeze:0	[96]
131	129	contextual_residual_unet_1/conv2d_15_1/convolution/Cast:0	[96, 192, 1, 1]
132	130	contextual_residual_unet_1/conv2d_15_1/Squeeze:0	[96]
133	131	contextual_residual_unet_1/conv2d_14_1/convolution/Cast:0	[1, 2, 7, 7]
134	132	contextual_residual_unet_1/conv2d_14_1/Reshape:0	[1]
135	133	contextual_residual_unet_1/conv2d_13_1/convolution/Cast:0	[128, 128, 3, 3]
136	134	contextual_residual_unet_1/conv2d_13_1/Squeeze:0	[128]
137	135	contextual_residual_unet_1/conv2d_12_1/convolution/Cast:0	[128, 128, 3, 3]
138	136	contextual_residual_unet_1/conv2d_12_1/Squeeze:0	[128]
139	137	contextual_residual_unet_1/conv2d_11_1/convolution/Cast:0	[128, 128, 3, 3]
140	138	contextual_residual_unet_1/conv2d_11_1/Squeeze:0	[128]
141	139	contextual_residual_unet_1/conv2d_10_1/convolution/Cast:0	[128, 96, 3, 3]
142	140	contextual_residual_unet_1/conv2d_10_1/Squeeze:0	[128]
143	141	contextual_residual_unet_1/conv2d_1/convolution/Cast:0	[32, 7, 3, 3]
144	142	contextual_residual_unet_1/conv2d_1/Squeeze:0	[32]
145	143	contextual_residual_unet_1/conv2d_1/Gelu/add/x:0	[]
146	144	contextual_residual_unet_1/context_embedding_1/Gelu/mul/x:0	[]
147	145	contextual_residual_unet_1/context_embedding_1/Cast/Cast:0	[64, 128]
148	146	contextual_residual_unet_1/context_embedding_1/BiasAdd/Cast:0	[128]
149	147	const_fold_opt__1120	[4]
150	148	const_fold_opt__1119	[3]
151	149	const_fold_opt__1115	[5]
152	150	const_fold_opt__1114	[1]
153	151	const_fold_opt__1106	[1]
154	152	const_fold_opt__1104	[1]
155	153	const_fold_opt__1103	[5]
156	154	const_fold_opt__1100	[1]
157	155	const_fold_opt__1099	[3]
158	156	const_fold_opt__1091	[1]
159	157	const_fold_opt__1079	[1]
160	158	const_fold_opt__1077	[1]
161	159	const_fold_opt__1073	[4]
162	160	const_fold_opt__1072	[1]
163	161	const_fold_opt__1070__1578	[5]
164	162	const_fold_opt__1065	[5]
165	163	const_fold_opt__1063	[5]
166	164	const_fold_opt__1062	[5]
167	165	const_fold_opt__1059	[4]
168	166	const_fold_opt__1054	[4]
169	167	const_fold_opt__1049	[3]
170	168	const_fold_opt__1036	[5]
171	169	const_fold_opt__1034	[4]
172	170	const_fold_opt__1021	[5]
173	171	const_fold_opt__1015	[4]
174	172	const_ends__372	[1]
175	173	const_axes__508	[1]
176	174	const_axes__1131	[2]
177	175	ConstantFolding/contextual_residual_unet_1/context_embedding_1/Gelu/truediv_recip:0	[]
178	176	Const__958	[4]