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e1f227b
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1 Parent(s): 16686ce

WorldGen: 0 CPU fallback DA-2 params

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  1. models/da2/da2_trace_1024.ncnn.param +583 -0
models/da2/da2_trace_1024.ncnn.param ADDED
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1
+ 7767517
2
+ 581 651
3
+ Input in0 0 1 in0
4
+ Interp upsample_70 1 1 in0 1 0=2 3=546 4=1078 6=0
5
+ MemoryData pnnx_fold_mean0.1 0 1 2 0=1 1=1 2=3
6
+ MemoryData pnnx_fold_std0.1 0 1 3 0=1 1=1 2=3
7
+ BinaryOp sub_0 2 1 1 2 4 0=1
8
+ BinaryOp div_1 2 1 4 3 5 0=3
9
+ Convolution conv_73 1 1 5 6 0=1024 1=14 11=14 12=1 13=14 14=0 2=1 3=14 4=0 5=1 6=602112
10
+ Reshape flatten_259 1 1 6 7 0=3003 1=1024
11
+ Permute transpose_258 1 1 7 8 0=1
12
+ MemoryData pnnx_fold_296 0 1 9 0=1024 1=1
13
+ Concat cat_0 2 1 9 8 10 0=0
14
+ MemoryData pnnx_fold_dino_pos_embed.1 0 1 11 0=1024 1=3004
15
+ BinaryOp add_2 2 1 10 11 12 0=0
16
+ Split splitncnn_0 1 2 12 13 14
17
+ LayerNorm ln_121 1 1 14 15 0=1024 1=1.000000e-5 2=1
18
+ MultiHeadAttention attention_195 1 1 15 16 0=1024 1=16 2=1048576 3=1024 4=1024
19
+ MemoryData dino.blocks.0.ls1 0 1 17 0=1024
20
+ Reshape mul_3_ncnnreshape0 1 1 17 18 0=1024 1=1
21
+ BinaryOp mul_3 2 1 16 18 19 0=2
22
+ BinaryOp add_4 2 1 13 19 20 0=0
23
+ Split splitncnn_1 1 2 20 21 22
24
+ LayerNorm ln_122 1 1 22 23 0=1024 1=1.000000e-5 2=1
25
+ Gemm gemm_0 1 1 23 24 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
26
+ GELU gelu_93 1 1 24 25
27
+ Gemm gemm_1 1 1 25 26 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
28
+ MemoryData dino.blocks.0.ls2 0 1 27 0=1024
29
+ Reshape mul_5_ncnnreshape0 1 1 27 28 0=1024 1=1
30
+ BinaryOp mul_5 2 1 26 28 29 0=2
31
+ BinaryOp add_6 2 1 21 29 30 0=0
32
+ Split splitncnn_2 1 2 30 31 32
33
+ LayerNorm ln_123 1 1 32 33 0=1024 1=1.000000e-5 2=1
34
+ MultiHeadAttention attention_196 1 1 33 34 0=1024 1=16 2=1048576 3=1024 4=1024
35
+ MemoryData dino.blocks.1.ls1 0 1 35 0=1024
36
+ Reshape mul_7_ncnnreshape0 1 1 35 36 0=1024 1=1
37
+ BinaryOp mul_7 2 1 34 36 37 0=2
38
+ BinaryOp add_8 2 1 31 37 38 0=0
39
+ Split splitncnn_3 1 2 38 39 40
40
+ LayerNorm ln_124 1 1 40 41 0=1024 1=1.000000e-5 2=1
41
+ Gemm gemm_2 1 1 41 42 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
42
+ GELU gelu_94 1 1 42 43
43
+ Gemm gemm_3 1 1 43 44 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
44
+ MemoryData dino.blocks.1.ls2 0 1 45 0=1024
45
+ Reshape mul_9_ncnnreshape0 1 1 45 46 0=1024 1=1
46
+ BinaryOp mul_9 2 1 44 46 47 0=2
47
+ BinaryOp add_10 2 1 39 47 48 0=0
48
+ Split splitncnn_4 1 2 48 49 50
49
+ LayerNorm ln_125 1 1 50 51 0=1024 1=1.000000e-5 2=1
50
+ MultiHeadAttention attention_197 1 1 51 52 0=1024 1=16 2=1048576 3=1024 4=1024
51
+ MemoryData dino.blocks.2.ls1 0 1 53 0=1024
52
+ Reshape mul_11_ncnnreshape0 1 1 53 54 0=1024 1=1
53
+ BinaryOp mul_11 2 1 52 54 55 0=2
54
+ BinaryOp add_12 2 1 49 55 56 0=0
55
+ Split splitncnn_5 1 2 56 57 58
56
+ LayerNorm ln_126 1 1 58 59 0=1024 1=1.000000e-5 2=1
57
+ Gemm gemm_4 1 1 59 60 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
58
+ GELU gelu_95 1 1 60 61
59
+ Gemm gemm_5 1 1 61 62 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
60
+ MemoryData dino.blocks.2.ls2 0 1 63 0=1024
61
+ Reshape mul_13_ncnnreshape0 1 1 63 64 0=1024 1=1
62
+ BinaryOp mul_13 2 1 62 64 65 0=2
63
+ BinaryOp add_14 2 1 57 65 66 0=0
64
+ Split splitncnn_6 1 2 66 67 68
65
+ LayerNorm ln_127 1 1 68 69 0=1024 1=1.000000e-5 2=1
66
+ MultiHeadAttention attention_198 1 1 69 70 0=1024 1=16 2=1048576 3=1024 4=1024
67
+ MemoryData dino.blocks.3.ls1 0 1 71 0=1024
68
+ Reshape mul_15_ncnnreshape0 1 1 71 72 0=1024 1=1
69
+ BinaryOp mul_15 2 1 70 72 73 0=2
70
+ BinaryOp add_16 2 1 67 73 74 0=0
71
+ Split splitncnn_7 1 2 74 75 76
72
+ LayerNorm ln_128 1 1 76 77 0=1024 1=1.000000e-5 2=1
73
+ Gemm gemm_6 1 1 77 78 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
74
+ GELU gelu_96 1 1 78 79
75
+ Gemm gemm_7 1 1 79 80 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
76
+ MemoryData dino.blocks.3.ls2 0 1 81 0=1024
77
+ Reshape mul_17_ncnnreshape0 1 1 81 82 0=1024 1=1
78
+ BinaryOp mul_17 2 1 80 82 83 0=2
79
+ BinaryOp add_18 2 1 75 83 84 0=0
80
+ Split splitncnn_8 1 2 84 85 86
81
+ LayerNorm ln_129 1 1 86 87 0=1024 1=1.000000e-5 2=1
82
+ MultiHeadAttention attention_199 1 1 87 88 0=1024 1=16 2=1048576 3=1024 4=1024
83
+ MemoryData dino.blocks.4.ls1 0 1 89 0=1024
84
+ Reshape mul_19_ncnnreshape0 1 1 89 90 0=1024 1=1
85
+ BinaryOp mul_19 2 1 88 90 91 0=2
86
+ BinaryOp add_20 2 1 85 91 92 0=0
87
+ Split splitncnn_9 1 2 92 93 94
88
+ LayerNorm ln_130 1 1 94 95 0=1024 1=1.000000e-5 2=1
89
+ Gemm gemm_8 1 1 95 96 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
90
+ GELU gelu_97 1 1 96 97
91
+ Gemm gemm_9 1 1 97 98 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
92
+ MemoryData dino.blocks.4.ls2 0 1 99 0=1024
93
+ Reshape mul_21_ncnnreshape0 1 1 99 100 0=1024 1=1
94
+ BinaryOp mul_21 2 1 98 100 101 0=2
95
+ BinaryOp add_22 2 1 93 101 102 0=0
96
+ Split splitncnn_10 1 2 102 103 104
97
+ LayerNorm ln_131 1 1 104 105 0=1024 1=1.000000e-5 2=1
98
+ MultiHeadAttention attention_200 1 1 105 106 0=1024 1=16 2=1048576 3=1024 4=1024
99
+ MemoryData dino.blocks.5.ls1 0 1 107 0=1024
100
+ Reshape mul_23_ncnnreshape0 1 1 107 108 0=1024 1=1
101
+ BinaryOp mul_23 2 1 106 108 109 0=2
102
+ BinaryOp add_24 2 1 103 109 110 0=0
103
+ Split splitncnn_11 1 2 110 111 112
104
+ LayerNorm ln_132 1 1 112 113 0=1024 1=1.000000e-5 2=1
105
+ Gemm gemm_10 1 1 113 114 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
106
+ GELU gelu_98 1 1 114 115
107
+ Gemm gemm_11 1 1 115 116 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
108
+ MemoryData dino.blocks.5.ls2 0 1 117 0=1024
109
+ Reshape mul_25_ncnnreshape0 1 1 117 118 0=1024 1=1
110
+ BinaryOp mul_25 2 1 116 118 119 0=2
111
+ BinaryOp add_26 2 1 111 119 120 0=0
112
+ Split splitncnn_12 1 3 120 121 122 123
113
+ LayerNorm ln_133 1 1 123 124 0=1024 1=1.000000e-5 2=1
114
+ MultiHeadAttention attention_201 1 1 124 125 0=1024 1=16 2=1048576 3=1024 4=1024
115
+ MemoryData dino.blocks.6.ls1 0 1 126 0=1024
116
+ Reshape mul_27_ncnnreshape0 1 1 126 127 0=1024 1=1
117
+ BinaryOp mul_27 2 1 125 127 128 0=2
118
+ BinaryOp add_28 2 1 121 128 129 0=0
119
+ Split splitncnn_13 1 2 129 130 131
120
+ LayerNorm ln_134 1 1 131 132 0=1024 1=1.000000e-5 2=1
121
+ Gemm gemm_12 1 1 132 133 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
122
+ GELU gelu_99 1 1 133 134
123
+ Gemm gemm_13 1 1 134 135 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
124
+ MemoryData dino.blocks.6.ls2 0 1 136 0=1024
125
+ Reshape mul_29_ncnnreshape0 1 1 136 137 0=1024 1=1
126
+ BinaryOp mul_29 2 1 135 137 138 0=2
127
+ BinaryOp add_30 2 1 130 138 139 0=0
128
+ Split splitncnn_14 1 2 139 140 141
129
+ LayerNorm ln_135 1 1 141 142 0=1024 1=1.000000e-5 2=1
130
+ MultiHeadAttention attention_202 1 1 142 143 0=1024 1=16 2=1048576 3=1024 4=1024
131
+ MemoryData dino.blocks.7.ls1 0 1 144 0=1024
132
+ Reshape mul_31_ncnnreshape0 1 1 144 145 0=1024 1=1
133
+ BinaryOp mul_31 2 1 143 145 146 0=2
134
+ BinaryOp add_32 2 1 140 146 147 0=0
135
+ Split splitncnn_15 1 2 147 148 149
136
+ LayerNorm ln_136 1 1 149 150 0=1024 1=1.000000e-5 2=1
137
+ Gemm gemm_14 1 1 150 151 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
138
+ GELU gelu_100 1 1 151 152
139
+ Gemm gemm_15 1 1 152 153 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
140
+ MemoryData dino.blocks.7.ls2 0 1 154 0=1024
141
+ Reshape mul_33_ncnnreshape0 1 1 154 155 0=1024 1=1
142
+ BinaryOp mul_33 2 1 153 155 156 0=2
143
+ BinaryOp add_34 2 1 148 156 157 0=0
144
+ Split splitncnn_16 1 2 157 158 159
145
+ LayerNorm ln_137 1 1 159 160 0=1024 1=1.000000e-5 2=1
146
+ MultiHeadAttention attention_203 1 1 160 161 0=1024 1=16 2=1048576 3=1024 4=1024
147
+ MemoryData dino.blocks.8.ls1 0 1 162 0=1024
148
+ Reshape mul_35_ncnnreshape0 1 1 162 163 0=1024 1=1
149
+ BinaryOp mul_35 2 1 161 163 164 0=2
150
+ BinaryOp add_36 2 1 158 164 165 0=0
151
+ Split splitncnn_17 1 2 165 166 167
152
+ LayerNorm ln_138 1 1 167 168 0=1024 1=1.000000e-5 2=1
153
+ Gemm gemm_16 1 1 168 169 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
154
+ GELU gelu_101 1 1 169 170
155
+ Gemm gemm_17 1 1 170 171 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
156
+ MemoryData dino.blocks.8.ls2 0 1 172 0=1024
157
+ Reshape mul_37_ncnnreshape0 1 1 172 173 0=1024 1=1
158
+ BinaryOp mul_37 2 1 171 173 174 0=2
159
+ BinaryOp add_38 2 1 166 174 175 0=0
160
+ Split splitncnn_18 1 2 175 176 177
161
+ LayerNorm ln_139 1 1 177 178 0=1024 1=1.000000e-5 2=1
162
+ MultiHeadAttention attention_204 1 1 178 179 0=1024 1=16 2=1048576 3=1024 4=1024
163
+ MemoryData dino.blocks.9.ls1 0 1 180 0=1024
164
+ Reshape mul_39_ncnnreshape0 1 1 180 181 0=1024 1=1
165
+ BinaryOp mul_39 2 1 179 181 182 0=2
166
+ BinaryOp add_40 2 1 176 182 183 0=0
167
+ Split splitncnn_19 1 2 183 184 185
168
+ LayerNorm ln_140 1 1 185 186 0=1024 1=1.000000e-5 2=1
169
+ Gemm gemm_18 1 1 186 187 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
170
+ GELU gelu_102 1 1 187 188
171
+ Gemm gemm_19 1 1 188 189 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
172
+ MemoryData dino.blocks.9.ls2 0 1 190 0=1024
173
+ Reshape mul_41_ncnnreshape0 1 1 190 191 0=1024 1=1
174
+ BinaryOp mul_41 2 1 189 191 192 0=2
175
+ BinaryOp add_42 2 1 184 192 193 0=0
176
+ Split splitncnn_20 1 2 193 194 195
177
+ LayerNorm ln_141 1 1 195 196 0=1024 1=1.000000e-5 2=1
178
+ MultiHeadAttention attention_205 1 1 196 197 0=1024 1=16 2=1048576 3=1024 4=1024
179
+ MemoryData dino.blocks.10.ls1 0 1 198 0=1024
180
+ Reshape mul_43_ncnnreshape0 1 1 198 199 0=1024 1=1
181
+ BinaryOp mul_43 2 1 197 199 200 0=2
182
+ BinaryOp add_44 2 1 194 200 201 0=0
183
+ Split splitncnn_21 1 2 201 202 203
184
+ LayerNorm ln_142 1 1 203 204 0=1024 1=1.000000e-5 2=1
185
+ Gemm gemm_20 1 1 204 205 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
186
+ GELU gelu_103 1 1 205 206
187
+ Gemm gemm_21 1 1 206 207 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
188
+ MemoryData dino.blocks.10.ls2 0 1 208 0=1024
189
+ Reshape mul_45_ncnnreshape0 1 1 208 209 0=1024 1=1
190
+ BinaryOp mul_45 2 1 207 209 210 0=2
191
+ BinaryOp add_46 2 1 202 210 211 0=0
192
+ Split splitncnn_22 1 2 211 212 213
193
+ LayerNorm ln_143 1 1 213 214 0=1024 1=1.000000e-5 2=1
194
+ MultiHeadAttention attention_206 1 1 214 215 0=1024 1=16 2=1048576 3=1024 4=1024
195
+ MemoryData dino.blocks.11.ls1 0 1 216 0=1024
196
+ Reshape mul_47_ncnnreshape0 1 1 216 217 0=1024 1=1
197
+ BinaryOp mul_47 2 1 215 217 218 0=2
198
+ BinaryOp add_48 2 1 212 218 219 0=0
199
+ Split splitncnn_23 1 2 219 220 221
200
+ LayerNorm ln_144 1 1 221 222 0=1024 1=1.000000e-5 2=1
201
+ Gemm gemm_22 1 1 222 223 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
202
+ GELU gelu_104 1 1 223 224
203
+ Gemm gemm_23 1 1 224 225 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
204
+ MemoryData dino.blocks.11.ls2 0 1 226 0=1024
205
+ Reshape mul_49_ncnnreshape0 1 1 226 227 0=1024 1=1
206
+ BinaryOp mul_49 2 1 225 227 228 0=2
207
+ BinaryOp add_50 2 1 220 228 229 0=0
208
+ Split splitncnn_24 1 3 229 230 231 232
209
+ LayerNorm ln_145 1 1 232 233 0=1024 1=1.000000e-5 2=1
210
+ MultiHeadAttention attention_207 1 1 233 234 0=1024 1=16 2=1048576 3=1024 4=1024
211
+ MemoryData dino.blocks.12.ls1 0 1 235 0=1024
212
+ Reshape mul_51_ncnnreshape0 1 1 235 236 0=1024 1=1
213
+ BinaryOp mul_51 2 1 234 236 237 0=2
214
+ BinaryOp add_52 2 1 230 237 238 0=0
215
+ Split splitncnn_25 1 2 238 239 240
216
+ LayerNorm ln_146 1 1 240 241 0=1024 1=1.000000e-5 2=1
217
+ Gemm gemm_24 1 1 241 242 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
218
+ GELU gelu_105 1 1 242 243
219
+ Gemm gemm_25 1 1 243 244 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
220
+ MemoryData dino.blocks.12.ls2 0 1 245 0=1024
221
+ Reshape mul_53_ncnnreshape0 1 1 245 246 0=1024 1=1
222
+ BinaryOp mul_53 2 1 244 246 247 0=2
223
+ BinaryOp add_54 2 1 239 247 248 0=0
224
+ Split splitncnn_26 1 2 248 249 250
225
+ LayerNorm ln_147 1 1 250 251 0=1024 1=1.000000e-5 2=1
226
+ MultiHeadAttention attention_208 1 1 251 252 0=1024 1=16 2=1048576 3=1024 4=1024
227
+ MemoryData dino.blocks.13.ls1 0 1 253 0=1024
228
+ Reshape mul_55_ncnnreshape0 1 1 253 254 0=1024 1=1
229
+ BinaryOp mul_55 2 1 252 254 255 0=2
230
+ BinaryOp add_56 2 1 249 255 256 0=0
231
+ Split splitncnn_27 1 2 256 257 258
232
+ LayerNorm ln_148 1 1 258 259 0=1024 1=1.000000e-5 2=1
233
+ Gemm gemm_26 1 1 259 260 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
234
+ GELU gelu_106 1 1 260 261
235
+ Gemm gemm_27 1 1 261 262 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
236
+ MemoryData dino.blocks.13.ls2 0 1 263 0=1024
237
+ Reshape mul_57_ncnnreshape0 1 1 263 264 0=1024 1=1
238
+ BinaryOp mul_57 2 1 262 264 265 0=2
239
+ BinaryOp add_58 2 1 257 265 266 0=0
240
+ Split splitncnn_28 1 2 266 267 268
241
+ LayerNorm ln_149 1 1 268 269 0=1024 1=1.000000e-5 2=1
242
+ MultiHeadAttention attention_209 1 1 269 270 0=1024 1=16 2=1048576 3=1024 4=1024
243
+ MemoryData dino.blocks.14.ls1 0 1 271 0=1024
244
+ Reshape mul_59_ncnnreshape0 1 1 271 272 0=1024 1=1
245
+ BinaryOp mul_59 2 1 270 272 273 0=2
246
+ BinaryOp add_60 2 1 267 273 274 0=0
247
+ Split splitncnn_29 1 2 274 275 276
248
+ LayerNorm ln_150 1 1 276 277 0=1024 1=1.000000e-5 2=1
249
+ Gemm gemm_28 1 1 277 278 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
250
+ GELU gelu_107 1 1 278 279
251
+ Gemm gemm_29 1 1 279 280 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
252
+ MemoryData dino.blocks.14.ls2 0 1 281 0=1024
253
+ Reshape mul_61_ncnnreshape0 1 1 281 282 0=1024 1=1
254
+ BinaryOp mul_61 2 1 280 282 283 0=2
255
+ BinaryOp add_62 2 1 275 283 284 0=0
256
+ Split splitncnn_30 1 2 284 285 286
257
+ LayerNorm ln_151 1 1 286 287 0=1024 1=1.000000e-5 2=1
258
+ MultiHeadAttention attention_210 1 1 287 288 0=1024 1=16 2=1048576 3=1024 4=1024
259
+ MemoryData dino.blocks.15.ls1 0 1 289 0=1024
260
+ Reshape mul_63_ncnnreshape0 1 1 289 290 0=1024 1=1
261
+ BinaryOp mul_63 2 1 288 290 291 0=2
262
+ BinaryOp add_64 2 1 285 291 292 0=0
263
+ Split splitncnn_31 1 2 292 293 294
264
+ LayerNorm ln_152 1 1 294 295 0=1024 1=1.000000e-5 2=1
265
+ Gemm gemm_30 1 1 295 296 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
266
+ GELU gelu_108 1 1 296 297
267
+ Gemm gemm_31 1 1 297 298 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
268
+ MemoryData dino.blocks.15.ls2 0 1 299 0=1024
269
+ Reshape mul_65_ncnnreshape0 1 1 299 300 0=1024 1=1
270
+ BinaryOp mul_65 2 1 298 300 301 0=2
271
+ BinaryOp add_66 2 1 293 301 302 0=0
272
+ Split splitncnn_32 1 2 302 303 304
273
+ LayerNorm ln_153 1 1 304 305 0=1024 1=1.000000e-5 2=1
274
+ MultiHeadAttention attention_211 1 1 305 306 0=1024 1=16 2=1048576 3=1024 4=1024
275
+ MemoryData dino.blocks.16.ls1 0 1 307 0=1024
276
+ Reshape mul_67_ncnnreshape0 1 1 307 308 0=1024 1=1
277
+ BinaryOp mul_67 2 1 306 308 309 0=2
278
+ BinaryOp add_68 2 1 303 309 310 0=0
279
+ Split splitncnn_33 1 2 310 311 312
280
+ LayerNorm ln_154 1 1 312 313 0=1024 1=1.000000e-5 2=1
281
+ Gemm gemm_32 1 1 313 314 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
282
+ GELU gelu_109 1 1 314 315
283
+ Gemm gemm_33 1 1 315 316 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
284
+ MemoryData dino.blocks.16.ls2 0 1 317 0=1024
285
+ Reshape mul_69_ncnnreshape0 1 1 317 318 0=1024 1=1
286
+ BinaryOp mul_69 2 1 316 318 319 0=2
287
+ BinaryOp add_70 2 1 311 319 320 0=0
288
+ Split splitncnn_34 1 2 320 321 322
289
+ LayerNorm ln_155 1 1 322 323 0=1024 1=1.000000e-5 2=1
290
+ MultiHeadAttention attention_212 1 1 323 324 0=1024 1=16 2=1048576 3=1024 4=1024
291
+ MemoryData dino.blocks.17.ls1 0 1 325 0=1024
292
+ Reshape mul_71_ncnnreshape0 1 1 325 326 0=1024 1=1
293
+ BinaryOp mul_71 2 1 324 326 327 0=2
294
+ BinaryOp add_72 2 1 321 327 328 0=0
295
+ Split splitncnn_35 1 2 328 329 330
296
+ LayerNorm ln_156 1 1 330 331 0=1024 1=1.000000e-5 2=1
297
+ Gemm gemm_34 1 1 331 332 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
298
+ GELU gelu_110 1 1 332 333
299
+ Gemm gemm_35 1 1 333 334 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
300
+ MemoryData dino.blocks.17.ls2 0 1 335 0=1024
301
+ Reshape mul_73_ncnnreshape0 1 1 335 336 0=1024 1=1
302
+ BinaryOp mul_73 2 1 334 336 337 0=2
303
+ BinaryOp add_74 2 1 329 337 338 0=0
304
+ Split splitncnn_36 1 3 338 339 340 341
305
+ LayerNorm ln_157 1 1 341 342 0=1024 1=1.000000e-5 2=1
306
+ MultiHeadAttention attention_213 1 1 342 343 0=1024 1=16 2=1048576 3=1024 4=1024
307
+ MemoryData dino.blocks.18.ls1 0 1 344 0=1024
308
+ Reshape mul_75_ncnnreshape0 1 1 344 345 0=1024 1=1
309
+ BinaryOp mul_75 2 1 343 345 346 0=2
310
+ BinaryOp add_76 2 1 339 346 347 0=0
311
+ Split splitncnn_37 1 2 347 348 349
312
+ LayerNorm ln_158 1 1 349 350 0=1024 1=1.000000e-5 2=1
313
+ Gemm gemm_36 1 1 350 351 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
314
+ GELU gelu_111 1 1 351 352
315
+ Gemm gemm_37 1 1 352 353 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
316
+ MemoryData dino.blocks.18.ls2 0 1 354 0=1024
317
+ Reshape mul_77_ncnnreshape0 1 1 354 355 0=1024 1=1
318
+ BinaryOp mul_77 2 1 353 355 356 0=2
319
+ BinaryOp add_78 2 1 348 356 357 0=0
320
+ Split splitncnn_38 1 2 357 358 359
321
+ LayerNorm ln_159 1 1 359 360 0=1024 1=1.000000e-5 2=1
322
+ MultiHeadAttention attention_214 1 1 360 361 0=1024 1=16 2=1048576 3=1024 4=1024
323
+ MemoryData dino.blocks.19.ls1 0 1 362 0=1024
324
+ Reshape mul_79_ncnnreshape0 1 1 362 363 0=1024 1=1
325
+ BinaryOp mul_79 2 1 361 363 364 0=2
326
+ BinaryOp add_80 2 1 358 364 365 0=0
327
+ Split splitncnn_39 1 2 365 366 367
328
+ LayerNorm ln_160 1 1 367 368 0=1024 1=1.000000e-5 2=1
329
+ Gemm gemm_38 1 1 368 369 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
330
+ GELU gelu_112 1 1 369 370
331
+ Gemm gemm_39 1 1 370 371 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
332
+ MemoryData dino.blocks.19.ls2 0 1 372 0=1024
333
+ Reshape mul_81_ncnnreshape0 1 1 372 373 0=1024 1=1
334
+ BinaryOp mul_81 2 1 371 373 374 0=2
335
+ BinaryOp add_82 2 1 366 374 375 0=0
336
+ Split splitncnn_40 1 2 375 376 377
337
+ LayerNorm ln_161 1 1 377 378 0=1024 1=1.000000e-5 2=1
338
+ MultiHeadAttention attention_215 1 1 378 379 0=1024 1=16 2=1048576 3=1024 4=1024
339
+ MemoryData dino.blocks.20.ls1 0 1 380 0=1024
340
+ Reshape mul_83_ncnnreshape0 1 1 380 381 0=1024 1=1
341
+ BinaryOp mul_83 2 1 379 381 382 0=2
342
+ BinaryOp add_84 2 1 376 382 383 0=0
343
+ Split splitncnn_41 1 2 383 384 385
344
+ LayerNorm ln_162 1 1 385 386 0=1024 1=1.000000e-5 2=1
345
+ Gemm gemm_40 1 1 386 387 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
346
+ GELU gelu_113 1 1 387 388
347
+ Gemm gemm_41 1 1 388 389 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
348
+ MemoryData dino.blocks.20.ls2 0 1 390 0=1024
349
+ Reshape mul_85_ncnnreshape0 1 1 390 391 0=1024 1=1
350
+ BinaryOp mul_85 2 1 389 391 392 0=2
351
+ BinaryOp add_86 2 1 384 392 393 0=0
352
+ Split splitncnn_42 1 2 393 394 395
353
+ LayerNorm ln_163 1 1 395 396 0=1024 1=1.000000e-5 2=1
354
+ MultiHeadAttention attention_216 1 1 396 397 0=1024 1=16 2=1048576 3=1024 4=1024
355
+ MemoryData dino.blocks.21.ls1 0 1 398 0=1024
356
+ Reshape mul_87_ncnnreshape0 1 1 398 399 0=1024 1=1
357
+ BinaryOp mul_87 2 1 397 399 400 0=2
358
+ BinaryOp add_88 2 1 394 400 401 0=0
359
+ Split splitncnn_43 1 2 401 402 403
360
+ LayerNorm ln_164 1 1 403 404 0=1024 1=1.000000e-5 2=1
361
+ Gemm gemm_42 1 1 404 405 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
362
+ GELU gelu_114 1 1 405 406
363
+ Gemm gemm_43 1 1 406 407 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
364
+ MemoryData dino.blocks.21.ls2 0 1 408 0=1024
365
+ Reshape mul_89_ncnnreshape0 1 1 408 409 0=1024 1=1
366
+ BinaryOp mul_89 2 1 407 409 410 0=2
367
+ BinaryOp add_90 2 1 402 410 411 0=0
368
+ Split splitncnn_44 1 2 411 412 413
369
+ LayerNorm ln_165 1 1 413 414 0=1024 1=1.000000e-5 2=1
370
+ MultiHeadAttention attention_217 1 1 414 415 0=1024 1=16 2=1048576 3=1024 4=1024
371
+ MemoryData dino.blocks.22.ls1 0 1 416 0=1024
372
+ Reshape mul_91_ncnnreshape0 1 1 416 417 0=1024 1=1
373
+ BinaryOp mul_91 2 1 415 417 418 0=2
374
+ BinaryOp add_92 2 1 412 418 419 0=0
375
+ Split splitncnn_45 1 2 419 420 421
376
+ LayerNorm ln_166 1 1 421 422 0=1024 1=1.000000e-5 2=1
377
+ Gemm gemm_44 1 1 422 423 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
378
+ GELU gelu_115 1 1 423 424
379
+ Gemm gemm_45 1 1 424 425 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
380
+ MemoryData dino.blocks.22.ls2 0 1 426 0=1024
381
+ Reshape mul_93_ncnnreshape0 1 1 426 427 0=1024 1=1
382
+ BinaryOp mul_93 2 1 425 427 428 0=2
383
+ BinaryOp add_94 2 1 420 428 429 0=0
384
+ Split splitncnn_46 1 2 429 430 431
385
+ LayerNorm ln_167 1 1 431 432 0=1024 1=1.000000e-5 2=1
386
+ MultiHeadAttention attention_218 1 1 432 433 0=1024 1=16 2=1048576 3=1024 4=1024
387
+ MemoryData dino.blocks.23.ls1 0 1 434 0=1024
388
+ Reshape mul_95_ncnnreshape0 1 1 434 435 0=1024 1=1
389
+ BinaryOp mul_95 2 1 433 435 436 0=2
390
+ BinaryOp add_96 2 1 430 436 437 0=0
391
+ Split splitncnn_47 1 2 437 438 439
392
+ LayerNorm ln_168 1 1 439 440 0=1024 1=1.000000e-5 2=1
393
+ Gemm gemm_46 1 1 440 441 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=4096 9=1024
394
+ GELU gelu_116 1 1 441 442
395
+ Gemm gemm_47 1 1 442 443 10=4 2=0 3=1 4=0 5=1 6=1 7=3004 8=1024 9=4096
396
+ MemoryData dino.blocks.23.ls2 0 1 444 0=1024
397
+ Reshape mul_97_ncnnreshape0 1 1 444 445 0=1024 1=1
398
+ BinaryOp mul_97 2 1 443 445 446 0=2
399
+ BinaryOp add_98 2 1 438 446 447 0=0
400
+ LayerNorm ln_169 1 1 122 448 0=1024 1=1.000000e-5 2=1
401
+ LayerNorm ln_170 1 1 231 449 0=1024 1=1.000000e-5 2=1
402
+ LayerNorm ln_171 1 1 340 450 0=1024 1=1.000000e-5 2=1
403
+ LayerNorm ln_172 1 1 447 451 0=1024 1=1.000000e-5 2=1
404
+ Crop slice_0 1 1 448 452 -23310=1,-233 -23311=1,0 -23309=1,1
405
+ Crop slice_1 1 1 449 453 -23310=1,-233 -23311=1,0 -23309=1,1
406
+ Crop slice_2 1 1 450 454 -23310=1,-233 -23311=1,0 -23309=1,1
407
+ Crop slice_3 1 1 451 455 -23310=1,-233 -23311=1,0 -23309=1,1
408
+ Reshape reshape_236 1 1 452 456 0=1024 1=77 2=39
409
+ Split splitncnn_48 1 2 456 457 458
410
+ Reshape reshape_237 1 1 453 459 0=1024 1=77 2=39
411
+ Split splitncnn_49 1 2 459 460 461
412
+ Reshape reshape_238 1 1 454 462 0=1024 1=77 2=39
413
+ Split splitncnn_50 1 2 462 463 464
414
+ Reshape reshape_239 1 1 455 465 0=1024 1=77 2=39
415
+ Split splitncnn_51 1 2 465 466 467
416
+ Reshape vit_w_esphere.dim_aligner.aligners.0_ncnnreshape0 1 1 457 468 6="0w,-1"
417
+ Gemm gemm_48 1 1 468 469 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=1024
418
+ Reshape vit_w_esphere.dim_aligner.aligners.0_ncnnreshape1 2 1 469 458 470 6="0w,1h,1c"
419
+ Reshape vit_w_esphere.dim_aligner.aligners.1_ncnnreshape0 1 1 460 471 6="0w,-1"
420
+ Gemm gemm_49 1 1 471 472 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=1024
421
+ Reshape vit_w_esphere.dim_aligner.aligners.1_ncnnreshape1 2 1 472 461 473 6="0w,1h,1c"
422
+ Reshape vit_w_esphere.dim_aligner.aligners.2_ncnnreshape0 1 1 463 474 6="0w,-1"
423
+ Gemm gemm_50 1 1 474 475 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=1024
424
+ Reshape vit_w_esphere.dim_aligner.aligners.2_ncnnreshape1 2 1 475 464 476 6="0w,1h,1c"
425
+ Reshape vit_w_esphere.dim_aligner.aligners.3_ncnnreshape0 1 1 466 477 6="0w,-1"
426
+ Gemm gemm_51 1 1 477 478 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=1024
427
+ Reshape vit_w_esphere.dim_aligner.aligners.3_ncnnreshape1 2 1 478 467 479 6="0w,1h,1c"
428
+ Reshape reshape_240 1 1 470 480 0=512 1=3003
429
+ Split splitncnn_52 1 2 480 481 482
430
+ LayerNorm ln_173 1 1 482 483 0=512 1=1.000000e-5 2=1
431
+ MemoryData pnnx_fold_k.2 0 1 484 0=64 1=3003 2=8
432
+ MemoryData pnnx_fold_v.2 0 1 485 0=64 1=3003 2=8
433
+ Gemm gemm_52 1 1 483 486 10=-1 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
434
+ Reshape reshape_241 1 1 486 487 0=64 1=8 2=3003
435
+ Permute permute_222 1 1 487 488 0=2
436
+ SDPA sdpa_264 3 1 488 484 485 489 5=0
437
+ Permute permute_223 1 1 489 490 0=2
438
+ Reshape reshape_242 1 1 490 491 0=512 1=3003
439
+ Gemm gemm_53 1 1 491 492 10=-1 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
440
+ BinaryOp add_99 2 1 492 481 493 0=0
441
+ Split splitncnn_53 1 2 493 494 495
442
+ LayerNorm ln_174 1 1 495 496 0=512 1=1.000000e-5 2=1
443
+ Gemm gemm_54 1 1 496 497 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=2048 9=512
444
+ GELU gelu_117 1 1 497 498
445
+ Gemm gemm_55 1 1 498 499 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=2048
446
+ BinaryOp add_100 2 1 499 494 500 0=0
447
+ Reshape reshape_243 1 1 473 501 0=512 1=3003
448
+ Split splitncnn_54 1 2 501 502 503
449
+ LayerNorm ln_175 1 1 503 504 0=512 1=1.000000e-5 2=1
450
+ MemoryData pnnx_fold_k.4 0 1 505 0=64 1=3003 2=8
451
+ MemoryData pnnx_fold_v.4 0 1 506 0=64 1=3003 2=8
452
+ Gemm gemm_56 1 1 504 507 10=-1 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
453
+ Reshape reshape_244 1 1 507 508 0=64 1=8 2=3003
454
+ Permute permute_224 1 1 508 509 0=2
455
+ SDPA sdpa_265 3 1 509 505 506 510 5=0
456
+ Permute permute_225 1 1 510 511 0=2
457
+ Reshape reshape_245 1 1 511 512 0=512 1=3003
458
+ Gemm gemm_57 1 1 512 513 10=-1 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
459
+ BinaryOp add_101 2 1 513 502 514 0=0
460
+ Split splitncnn_55 1 2 514 515 516
461
+ LayerNorm ln_176 1 1 516 517 0=512 1=1.000000e-5 2=1
462
+ Gemm gemm_58 1 1 517 518 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=2048 9=512
463
+ GELU gelu_118 1 1 518 519
464
+ Gemm gemm_59 1 1 519 520 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=2048
465
+ BinaryOp add_102 2 1 520 515 521 0=0
466
+ Reshape reshape_246 1 1 476 522 0=512 1=3003
467
+ Split splitncnn_56 1 2 522 523 524
468
+ LayerNorm ln_177 1 1 524 525 0=512 1=1.000000e-5 2=1
469
+ MemoryData pnnx_fold_k.6 0 1 526 0=64 1=3003 2=8
470
+ MemoryData pnnx_fold_v.6 0 1 527 0=64 1=3003 2=8
471
+ Gemm gemm_60 1 1 525 528 10=-1 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
472
+ Reshape reshape_247 1 1 528 529 0=64 1=8 2=3003
473
+ Permute permute_226 1 1 529 530 0=2
474
+ SDPA sdpa_266 3 1 530 526 527 531 5=0
475
+ Permute permute_227 1 1 531 532 0=2
476
+ Reshape reshape_248 1 1 532 533 0=512 1=3003
477
+ Gemm gemm_61 1 1 533 534 10=-1 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
478
+ BinaryOp add_103 2 1 534 523 535 0=0
479
+ Split splitncnn_57 1 2 535 536 537
480
+ LayerNorm ln_178 1 1 537 538 0=512 1=1.000000e-5 2=1
481
+ Gemm gemm_62 1 1 538 539 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=2048 9=512
482
+ GELU gelu_119 1 1 539 540
483
+ Gemm gemm_63 1 1 540 541 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=2048
484
+ BinaryOp add_104 2 1 541 536 542 0=0
485
+ Reshape reshape_249 1 1 479 543 0=512 1=3003
486
+ Split splitncnn_58 1 2 543 544 545
487
+ LayerNorm ln_179 1 1 545 546 0=512 1=1.000000e-5 2=1
488
+ MemoryData pnnx_fold_k.1 0 1 547 0=64 1=3003 2=8
489
+ MemoryData pnnx_fold_v.1 0 1 548 0=64 1=3003 2=8
490
+ Gemm gemm_64 1 1 546 549 10=-1 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
491
+ Reshape reshape_250 1 1 549 550 0=64 1=8 2=3003
492
+ Permute permute_228 1 1 550 551 0=2
493
+ SDPA sdpa_267 3 1 551 547 548 552 5=0
494
+ Permute permute_229 1 1 552 553 0=2
495
+ Reshape reshape_251 1 1 553 554 0=512 1=3003
496
+ Gemm gemm_65 1 1 554 555 10=-1 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
497
+ BinaryOp add_105 2 1 555 544 556 0=0
498
+ Split splitncnn_59 1 2 556 557 558
499
+ LayerNorm ln_180 1 1 558 559 0=512 1=1.000000e-5 2=1
500
+ Gemm gemm_66 1 1 559 560 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=2048 9=512
501
+ GELU gelu_120 1 1 560 561
502
+ Gemm gemm_67 1 1 561 562 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=2048
503
+ BinaryOp add_106 2 1 562 557 563 0=0
504
+ Gemm gemm_68 1 1 500 564 10=4 2=0 3=1 4=0 5=1 6=1 7=3003 8=512 9=512
505
+ Reshape reshape_252 1 1 564 565 0=512 1=77 2=39
506
+ Permute permute_230 1 1 565 566 0=4
507
+ Reshape reshape_253 1 1 521 567 0=512 1=77 2=39
508
+ Permute permute_231 1 1 567 568 0=4
509
+ Reshape reshape_254 1 1 542 569 0=512 1=77 2=39
510
+ Permute permute_232 1 1 569 570 0=4
511
+ Reshape reshape_255 1 1 563 571 0=512 1=77 2=39
512
+ Permute permute_233 1 1 571 572 0=4
513
+ Deconvolution deconv_90 1 1 568 573 0=512 1=1 11=1 12=1 13=1 14=0 18=0 19=0 2=1 3=1 4=0 5=1 6=262144
514
+ BinaryOp add_107 2 1 566 573 574 0=0
515
+ Split splitncnn_60 1 2 574 575 576
516
+ MemoryData vit_w_esphere._vit_w_esphere.up_sampler.0.convs.0 0 1 577 0=1 1=1 2=512
517
+ ReLU leakyrelu_182 1 1 576 578 0=0.01
518
+ Convolution convrelu_0 1 1 578 579 0=512 1=3 -23310=1,0.01 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=2359296 9=2
519
+ Convolution conv_75 1 1 579 580 0=512 1=3 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=2359296
520
+ BinaryOp mul_108 2 1 577 580 581 0=2
521
+ BinaryOp add_109 2 1 581 575 582 0=0
522
+ Split splitncnn_61 1 2 582 583 584
523
+ MemoryData vit_w_esphere._vit_w_esphere.up_sampler.0.convs.1 0 1 585 0=1 1=1 2=512
524
+ ReLU leakyrelu_184 1 1 584 586 0=0.01
525
+ Convolution convrelu_1 1 1 586 587 0=512 1=3 -23310=1,0.01 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=2359296 9=2
526
+ Convolution conv_77 1 1 587 588 0=512 1=3 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=2359296
527
+ BinaryOp mul_110 2 1 585 588 589 0=2
528
+ BinaryOp add_111 2 1 589 583 590 0=0
529
+ Convolution conv_78 1 1 590 591 0=512 1=1 11=1 12=1 13=1 14=0 2=1 3=1 4=0 5=1 6=262144
530
+ Interp upsample_219 1 1 591 592 0=2 1=2.0 2=2.0 6=0
531
+ Deconvolution deconv_91 1 1 570 593 0=512 1=2 11=2 12=1 13=2 14=0 18=0 19=0 2=1 3=2 4=0 5=1 6=1048576
532
+ BinaryOp add_112 2 1 592 593 594 0=0
533
+ Split splitncnn_62 1 2 594 595 596
534
+ MemoryData vit_w_esphere._vit_w_esphere.up_sampler.1.convs.0 0 1 597 0=1 1=1 2=512
535
+ ReLU leakyrelu_186 1 1 596 598 0=0.01
536
+ Convolution convrelu_2 1 1 598 599 0=512 1=3 -23310=1,0.01 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=2359296 9=2
537
+ Convolution conv_80 1 1 599 600 0=512 1=3 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=2359296
538
+ BinaryOp mul_113 2 1 597 600 601 0=2
539
+ BinaryOp add_114 2 1 601 595 602 0=0
540
+ Split splitncnn_63 1 2 602 603 604
541
+ MemoryData vit_w_esphere._vit_w_esphere.up_sampler.1.convs.1 0 1 605 0=1 1=1 2=512
542
+ ReLU leakyrelu_188 1 1 604 606 0=0.01
543
+ Convolution convrelu_3 1 1 606 607 0=512 1=3 -23310=1,0.01 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=2359296 9=2
544
+ Convolution conv_82 1 1 607 608 0=512 1=3 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=2359296
545
+ BinaryOp mul_115 2 1 605 608 609 0=2
546
+ BinaryOp add_116 2 1 609 603 610 0=0
547
+ Convolution conv_83 1 1 610 611 0=256 1=1 11=1 12=1 13=1 14=0 2=1 3=1 4=0 5=1 6=131072
548
+ Interp upsample_220 1 1 611 612 0=2 1=2.0 2=2.0 6=0
549
+ Deconvolution deconv_92 1 1 572 613 0=256 1=4 11=4 12=1 13=4 14=0 18=0 19=0 2=1 3=4 4=0 5=1 6=2097152
550
+ BinaryOp add_117 2 1 612 613 614 0=0
551
+ Split splitncnn_64 1 2 614 615 616
552
+ MemoryData vit_w_esphere._vit_w_esphere.up_sampler.2.convs.0 0 1 617 0=1 1=1 2=256
553
+ ReLU leakyrelu_190 1 1 616 618 0=0.01
554
+ Convolution convrelu_4 1 1 618 619 0=256 1=3 -23310=1,0.01 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=589824 9=2
555
+ Convolution conv_85 1 1 619 620 0=256 1=3 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=589824
556
+ BinaryOp mul_118 2 1 617 620 621 0=2
557
+ BinaryOp add_119 2 1 621 615 622 0=0
558
+ Split splitncnn_65 1 2 622 623 624
559
+ MemoryData vit_w_esphere._vit_w_esphere.up_sampler.2.convs.1 0 1 625 0=1 1=1 2=256
560
+ ReLU leakyrelu_192 1 1 624 626 0=0.01
561
+ Convolution convrelu_5 1 1 626 627 0=256 1=3 -23310=1,0.01 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=589824 9=2
562
+ Convolution conv_87 1 1 627 628 0=256 1=3 11=3 12=1 13=1 14=1 2=1 3=1 4=1 5=1 6=589824
563
+ BinaryOp mul_120 2 1 625 628 629 0=2
564
+ BinaryOp add_121 2 1 629 623 630 0=0
565
+ Convolution conv_88 1 1 630 631 0=128 1=1 11=1 12=1 13=1 14=0 2=1 3=1 4=0 5=1 6=32768
566
+ Interp upsample_221 1 1 631 632 0=2 1=2.0 2=2.0 6=0
567
+ Permute permute_234 1 1 632 633 0=3
568
+ LayerNorm ln_181 1 1 633 634 0=128 1=1.000000e-5 2=1
569
+ Split splitncnn_66 1 2 634 635 636
570
+ Reshape vit_w_esphere._vit_w_esphere.pred_head.2.1_ncnnreshape0 1 1 635 637 6="0w,-1"
571
+ Gemm gemm_69 1 1 637 638 10=4 2=0 3=1 4=0 5=1 6=1 7=192192 8=128 9=128
572
+ Reshape vit_w_esphere._vit_w_esphere.pred_head.2.1_ncnnreshape1 2 1 638 636 639 6="0w,1h,1c"
573
+ Permute permute_235 1 1 639 640 0=4
574
+ Padding pad_260 1 1 640 641 0=1 1=1 2=1 3=1 4=2
575
+ Convolution conv_261 1 1 641 642 0=64 1=3 11=3 12=1 13=1 14=0 2=1 3=1 4=0 5=1 6=73728 7=1
576
+ Interp upsample_71 1 1 642 643 0=2 3=546 4=1078 6=1
577
+ Padding pad_262 1 1 643 644 0=1 1=1 2=1 3=1 4=2
578
+ Convolution convrelu_6 1 1 644 645 0=32 1=3 -23310=1,0.01 11=3 12=1 13=1 14=0 2=1 3=1 4=0 5=1 6=18432 7=1 9=2
579
+ Convolution convclip_7 1 1 645 646 0=1 1=1 -23310=2,-8.0,8.0 11=1 12=1 13=1 14=0 2=1 3=1 4=0 5=1 6=32 9=3
580
+ BinaryOp add_122 1 1 646 647 0=0 1=1 2=2.0
581
+ UnaryOp exp_123 1 1 647 648 0=7
582
+ Interp upsample_72 1 1 648 649 0=2 3=512 4=1024 6=0
583
+ Reshape squeeze_257 1 1 649 out0 0=1024 1=512