tarekziade HF Staff commited on
Commit
cb66a89
·
1 Parent(s): a605bca

more renaming fixing

Browse files
Files changed (1) hide show
  1. model.webnn +87 -87
model.webnn CHANGED
@@ -113,155 +113,155 @@ webnn_graph "graph" v1 {
113
  }
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115
  nodes {
116
- [operand_3] = conv2d(input, operand_1, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
117
  [operand_4] = add(operand_3, operand_2);
118
- [operand_5] = clamp(operand_4, max_value=6.0, min_value=0.0);
119
- [operand_8] = conv2d(operand_5, operand_6, dilations=[1, 1], filter_layout="oihw", groups=32, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
120
  [operand_9] = add(operand_8, operand_7);
121
- [operand_10] = clamp(operand_9, max_value=6.0, min_value=0.0);
122
- [operand_13] = conv2d(operand_10, operand_11, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
123
  [operand_14] = add(operand_13, operand_12);
124
- [operand_17] = conv2d(operand_14, operand_15, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
125
  [operand_18] = add(operand_17, operand_16);
126
- [operand_19] = clamp(operand_18, max_value=6.0, min_value=0.0);
127
- [operand_22] = conv2d(operand_19, operand_20, dilations=[1, 1], filter_layout="oihw", groups=96, input_layout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
128
  [operand_23] = add(operand_22, operand_21);
129
- [operand_24] = clamp(operand_23, max_value=6.0, min_value=0.0);
130
- [operand_27] = conv2d(operand_24, operand_25, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
131
  [operand_28] = add(operand_27, operand_26);
132
- [operand_31] = conv2d(operand_28, operand_29, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
133
  [operand_32] = add(operand_31, operand_30);
134
- [operand_33] = clamp(operand_32, max_value=6.0, min_value=0.0);
135
- [operand_36] = conv2d(operand_33, operand_34, dilations=[1, 1], filter_layout="oihw", groups=144, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
136
  [operand_37] = add(operand_36, operand_35);
137
- [operand_38] = clamp(operand_37, max_value=6.0, min_value=0.0);
138
- [operand_41] = conv2d(operand_38, operand_39, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
139
  [operand_42] = add(operand_41, operand_40);
140
  [operand_43] = add(operand_42, operand_28);
141
- [operand_46] = conv2d(operand_43, operand_44, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
142
  [operand_47] = add(operand_46, operand_45);
143
- [operand_48] = clamp(operand_47, max_value=6.0, min_value=0.0);
144
- [operand_51] = conv2d(operand_48, operand_49, dilations=[1, 1], filter_layout="oihw", groups=144, input_layout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
145
  [operand_52] = add(operand_51, operand_50);
146
- [operand_53] = clamp(operand_52, max_value=6.0, min_value=0.0);
147
- [operand_56] = conv2d(operand_53, operand_54, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
148
  [operand_57] = add(operand_56, operand_55);
149
- [operand_60] = conv2d(operand_57, operand_58, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
150
  [operand_61] = add(operand_60, operand_59);
151
- [operand_62] = clamp(operand_61, max_value=6.0, min_value=0.0);
152
- [operand_65] = conv2d(operand_62, operand_63, dilations=[1, 1], filter_layout="oihw", groups=192, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
153
  [operand_66] = add(operand_65, operand_64);
154
- [operand_67] = clamp(operand_66, max_value=6.0, min_value=0.0);
155
- [operand_70] = conv2d(operand_67, operand_68, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
156
  [operand_71] = add(operand_70, operand_69);
157
  [operand_72] = add(operand_71, operand_57);
158
- [operand_75] = conv2d(operand_72, operand_73, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
159
  [operand_76] = add(operand_75, operand_74);
160
- [operand_77] = clamp(operand_76, max_value=6.0, min_value=0.0);
161
- [operand_80] = conv2d(operand_77, operand_78, dilations=[1, 1], filter_layout="oihw", groups=192, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
162
  [operand_81] = add(operand_80, operand_79);
163
- [operand_82] = clamp(operand_81, max_value=6.0, min_value=0.0);
164
- [operand_85] = conv2d(operand_82, operand_83, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
165
  [operand_86] = add(operand_85, operand_84);
166
  [operand_87] = add(operand_86, operand_72);
167
- [operand_90] = conv2d(operand_87, operand_88, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
168
  [operand_91] = add(operand_90, operand_89);
169
- [operand_92] = clamp(operand_91, max_value=6.0, min_value=0.0);
170
- [operand_95] = conv2d(operand_92, operand_93, dilations=[1, 1], filter_layout="oihw", groups=192, input_layout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
171
  [operand_96] = add(operand_95, operand_94);
172
- [operand_97] = clamp(operand_96, max_value=6.0, min_value=0.0);
173
- [operand_100] = conv2d(operand_97, operand_98, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
174
  [operand_101] = add(operand_100, operand_99);
175
- [operand_104] = conv2d(operand_101, operand_102, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
176
  [operand_105] = add(operand_104, operand_103);
177
- [operand_106] = clamp(operand_105, max_value=6.0, min_value=0.0);
178
- [operand_109] = conv2d(operand_106, operand_107, dilations=[1, 1], filter_layout="oihw", groups=384, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
179
  [operand_110] = add(operand_109, operand_108);
180
- [operand_111] = clamp(operand_110, max_value=6.0, min_value=0.0);
181
- [operand_114] = conv2d(operand_111, operand_112, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
182
  [operand_115] = add(operand_114, operand_113);
183
  [operand_116] = add(operand_115, operand_101);
184
- [operand_119] = conv2d(operand_116, operand_117, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
185
  [operand_120] = add(operand_119, operand_118);
186
- [operand_121] = clamp(operand_120, max_value=6.0, min_value=0.0);
187
- [operand_124] = conv2d(operand_121, operand_122, dilations=[1, 1], filter_layout="oihw", groups=384, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
188
  [operand_125] = add(operand_124, operand_123);
189
- [operand_126] = clamp(operand_125, max_value=6.0, min_value=0.0);
190
- [operand_129] = conv2d(operand_126, operand_127, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
191
  [operand_130] = add(operand_129, operand_128);
192
  [operand_131] = add(operand_130, operand_116);
193
- [operand_134] = conv2d(operand_131, operand_132, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
194
  [operand_135] = add(operand_134, operand_133);
195
- [operand_136] = clamp(operand_135, max_value=6.0, min_value=0.0);
196
- [operand_139] = conv2d(operand_136, operand_137, dilations=[1, 1], filter_layout="oihw", groups=384, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
197
  [operand_140] = add(operand_139, operand_138);
198
- [operand_141] = clamp(operand_140, max_value=6.0, min_value=0.0);
199
- [operand_144] = conv2d(operand_141, operand_142, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
200
  [operand_145] = add(operand_144, operand_143);
201
  [operand_146] = add(operand_145, operand_131);
202
- [operand_149] = conv2d(operand_146, operand_147, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
203
  [operand_150] = add(operand_149, operand_148);
204
- [operand_151] = clamp(operand_150, max_value=6.0, min_value=0.0);
205
- [operand_154] = conv2d(operand_151, operand_152, dilations=[1, 1], filter_layout="oihw", groups=384, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
206
  [operand_155] = add(operand_154, operand_153);
207
- [operand_156] = clamp(operand_155, max_value=6.0, min_value=0.0);
208
- [operand_159] = conv2d(operand_156, operand_157, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
209
  [operand_160] = add(operand_159, operand_158);
210
- [operand_163] = conv2d(operand_160, operand_161, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
211
  [operand_164] = add(operand_163, operand_162);
212
- [operand_165] = clamp(operand_164, max_value=6.0, min_value=0.0);
213
- [operand_168] = conv2d(operand_165, operand_166, dilations=[1, 1], filter_layout="oihw", groups=576, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
214
  [operand_169] = add(operand_168, operand_167);
215
- [operand_170] = clamp(operand_169, max_value=6.0, min_value=0.0);
216
- [operand_173] = conv2d(operand_170, operand_171, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
217
  [operand_174] = add(operand_173, operand_172);
218
  [operand_175] = add(operand_174, operand_160);
219
- [operand_178] = conv2d(operand_175, operand_176, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
220
  [operand_179] = add(operand_178, operand_177);
221
- [operand_180] = clamp(operand_179, max_value=6.0, min_value=0.0);
222
- [operand_183] = conv2d(operand_180, operand_181, dilations=[1, 1], filter_layout="oihw", groups=576, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
223
  [operand_184] = add(operand_183, operand_182);
224
- [operand_185] = clamp(operand_184, max_value=6.0, min_value=0.0);
225
- [operand_188] = conv2d(operand_185, operand_186, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
226
  [operand_189] = add(operand_188, operand_187);
227
  [operand_190] = add(operand_189, operand_175);
228
- [operand_193] = conv2d(operand_190, operand_191, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
229
  [operand_194] = add(operand_193, operand_192);
230
- [operand_195] = clamp(operand_194, max_value=6.0, min_value=0.0);
231
- [operand_198] = conv2d(operand_195, operand_196, dilations=[1, 1], filter_layout="oihw", groups=576, input_layout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
232
  [operand_199] = add(operand_198, operand_197);
233
- [operand_200] = clamp(operand_199, max_value=6.0, min_value=0.0);
234
- [operand_203] = conv2d(operand_200, operand_201, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
235
  [operand_204] = add(operand_203, operand_202);
236
- [operand_207] = conv2d(operand_204, operand_205, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
237
  [operand_208] = add(operand_207, operand_206);
238
- [operand_209] = clamp(operand_208, max_value=6.0, min_value=0.0);
239
- [operand_212] = conv2d(operand_209, operand_210, dilations=[1, 1], filter_layout="oihw", groups=960, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
240
  [operand_213] = add(operand_212, operand_211);
241
- [operand_214] = clamp(operand_213, max_value=6.0, min_value=0.0);
242
- [operand_217] = conv2d(operand_214, operand_215, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
243
  [operand_218] = add(operand_217, operand_216);
244
  [operand_219] = add(operand_218, operand_204);
245
- [operand_222] = conv2d(operand_219, operand_220, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
246
  [operand_223] = add(operand_222, operand_221);
247
- [operand_224] = clamp(operand_223, max_value=6.0, min_value=0.0);
248
- [operand_227] = conv2d(operand_224, operand_225, dilations=[1, 1], filter_layout="oihw", groups=960, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
249
  [operand_228] = add(operand_227, operand_226);
250
- [operand_229] = clamp(operand_228, max_value=6.0, min_value=0.0);
251
- [operand_232] = conv2d(operand_229, operand_230, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
252
  [operand_233] = add(operand_232, operand_231);
253
  [operand_234] = add(operand_233, operand_219);
254
- [operand_237] = conv2d(operand_234, operand_235, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
255
  [operand_238] = add(operand_237, operand_236);
256
- [operand_239] = clamp(operand_238, max_value=6.0, min_value=0.0);
257
- [operand_242] = conv2d(operand_239, operand_240, dilations=[1, 1], filter_layout="oihw", groups=960, input_layout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
258
  [operand_243] = add(operand_242, operand_241);
259
- [operand_244] = clamp(operand_243, max_value=6.0, min_value=0.0);
260
- [operand_247] = conv2d(operand_244, operand_245, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
261
  [operand_248] = add(operand_247, operand_246);
262
- [operand_251] = conv2d(operand_248, operand_249, dilations=[1, 1], filter_layout="oihw", groups=1, input_layout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
263
  [operand_252] = add(operand_251, operand_250);
264
- [operand_253] = clamp(operand_252, max_value=6.0, min_value=0.0);
265
  [operand_254] = globalAveragePool(operand_253, layout="nchw");
266
  [operand_255] = reshape(operand_254, newShape=[1, 1280]);
267
  [operand_258] = gemm(operand_255, operand_256, aTranspose=false, alpha=1.0, bTranspose=true, beta=1.0, has_bias=false);
 
113
  }
114
 
115
  nodes {
116
+ [operand_3] = conv2d(input, operand_1, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
117
  [operand_4] = add(operand_3, operand_2);
118
+ [operand_5] = clamp(operand_4, maxValue=6.0, minValue=0.0);
119
+ [operand_8] = conv2d(operand_5, operand_6, dilations=[1, 1], filterLayout="oihw", groups=32, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
120
  [operand_9] = add(operand_8, operand_7);
121
+ [operand_10] = clamp(operand_9, maxValue=6.0, minValue=0.0);
122
+ [operand_13] = conv2d(operand_10, operand_11, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
123
  [operand_14] = add(operand_13, operand_12);
124
+ [operand_17] = conv2d(operand_14, operand_15, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
125
  [operand_18] = add(operand_17, operand_16);
126
+ [operand_19] = clamp(operand_18, maxValue=6.0, minValue=0.0);
127
+ [operand_22] = conv2d(operand_19, operand_20, dilations=[1, 1], filterLayout="oihw", groups=96, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
128
  [operand_23] = add(operand_22, operand_21);
129
+ [operand_24] = clamp(operand_23, maxValue=6.0, minValue=0.0);
130
+ [operand_27] = conv2d(operand_24, operand_25, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
131
  [operand_28] = add(operand_27, operand_26);
132
+ [operand_31] = conv2d(operand_28, operand_29, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
133
  [operand_32] = add(operand_31, operand_30);
134
+ [operand_33] = clamp(operand_32, maxValue=6.0, minValue=0.0);
135
+ [operand_36] = conv2d(operand_33, operand_34, dilations=[1, 1], filterLayout="oihw", groups=144, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
136
  [operand_37] = add(operand_36, operand_35);
137
+ [operand_38] = clamp(operand_37, maxValue=6.0, minValue=0.0);
138
+ [operand_41] = conv2d(operand_38, operand_39, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
139
  [operand_42] = add(operand_41, operand_40);
140
  [operand_43] = add(operand_42, operand_28);
141
+ [operand_46] = conv2d(operand_43, operand_44, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
142
  [operand_47] = add(operand_46, operand_45);
143
+ [operand_48] = clamp(operand_47, maxValue=6.0, minValue=0.0);
144
+ [operand_51] = conv2d(operand_48, operand_49, dilations=[1, 1], filterLayout="oihw", groups=144, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
145
  [operand_52] = add(operand_51, operand_50);
146
+ [operand_53] = clamp(operand_52, maxValue=6.0, minValue=0.0);
147
+ [operand_56] = conv2d(operand_53, operand_54, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
148
  [operand_57] = add(operand_56, operand_55);
149
+ [operand_60] = conv2d(operand_57, operand_58, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
150
  [operand_61] = add(operand_60, operand_59);
151
+ [operand_62] = clamp(operand_61, maxValue=6.0, minValue=0.0);
152
+ [operand_65] = conv2d(operand_62, operand_63, dilations=[1, 1], filterLayout="oihw", groups=192, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
153
  [operand_66] = add(operand_65, operand_64);
154
+ [operand_67] = clamp(operand_66, maxValue=6.0, minValue=0.0);
155
+ [operand_70] = conv2d(operand_67, operand_68, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
156
  [operand_71] = add(operand_70, operand_69);
157
  [operand_72] = add(operand_71, operand_57);
158
+ [operand_75] = conv2d(operand_72, operand_73, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
159
  [operand_76] = add(operand_75, operand_74);
160
+ [operand_77] = clamp(operand_76, maxValue=6.0, minValue=0.0);
161
+ [operand_80] = conv2d(operand_77, operand_78, dilations=[1, 1], filterLayout="oihw", groups=192, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
162
  [operand_81] = add(operand_80, operand_79);
163
+ [operand_82] = clamp(operand_81, maxValue=6.0, minValue=0.0);
164
+ [operand_85] = conv2d(operand_82, operand_83, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
165
  [operand_86] = add(operand_85, operand_84);
166
  [operand_87] = add(operand_86, operand_72);
167
+ [operand_90] = conv2d(operand_87, operand_88, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
168
  [operand_91] = add(operand_90, operand_89);
169
+ [operand_92] = clamp(operand_91, maxValue=6.0, minValue=0.0);
170
+ [operand_95] = conv2d(operand_92, operand_93, dilations=[1, 1], filterLayout="oihw", groups=192, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
171
  [operand_96] = add(operand_95, operand_94);
172
+ [operand_97] = clamp(operand_96, maxValue=6.0, minValue=0.0);
173
+ [operand_100] = conv2d(operand_97, operand_98, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
174
  [operand_101] = add(operand_100, operand_99);
175
+ [operand_104] = conv2d(operand_101, operand_102, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
176
  [operand_105] = add(operand_104, operand_103);
177
+ [operand_106] = clamp(operand_105, maxValue=6.0, minValue=0.0);
178
+ [operand_109] = conv2d(operand_106, operand_107, dilations=[1, 1], filterLayout="oihw", groups=384, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
179
  [operand_110] = add(operand_109, operand_108);
180
+ [operand_111] = clamp(operand_110, maxValue=6.0, minValue=0.0);
181
+ [operand_114] = conv2d(operand_111, operand_112, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
182
  [operand_115] = add(operand_114, operand_113);
183
  [operand_116] = add(operand_115, operand_101);
184
+ [operand_119] = conv2d(operand_116, operand_117, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
185
  [operand_120] = add(operand_119, operand_118);
186
+ [operand_121] = clamp(operand_120, maxValue=6.0, minValue=0.0);
187
+ [operand_124] = conv2d(operand_121, operand_122, dilations=[1, 1], filterLayout="oihw", groups=384, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
188
  [operand_125] = add(operand_124, operand_123);
189
+ [operand_126] = clamp(operand_125, maxValue=6.0, minValue=0.0);
190
+ [operand_129] = conv2d(operand_126, operand_127, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
191
  [operand_130] = add(operand_129, operand_128);
192
  [operand_131] = add(operand_130, operand_116);
193
+ [operand_134] = conv2d(operand_131, operand_132, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
194
  [operand_135] = add(operand_134, operand_133);
195
+ [operand_136] = clamp(operand_135, maxValue=6.0, minValue=0.0);
196
+ [operand_139] = conv2d(operand_136, operand_137, dilations=[1, 1], filterLayout="oihw", groups=384, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
197
  [operand_140] = add(operand_139, operand_138);
198
+ [operand_141] = clamp(operand_140, maxValue=6.0, minValue=0.0);
199
+ [operand_144] = conv2d(operand_141, operand_142, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
200
  [operand_145] = add(operand_144, operand_143);
201
  [operand_146] = add(operand_145, operand_131);
202
+ [operand_149] = conv2d(operand_146, operand_147, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
203
  [operand_150] = add(operand_149, operand_148);
204
+ [operand_151] = clamp(operand_150, maxValue=6.0, minValue=0.0);
205
+ [operand_154] = conv2d(operand_151, operand_152, dilations=[1, 1], filterLayout="oihw", groups=384, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
206
  [operand_155] = add(operand_154, operand_153);
207
+ [operand_156] = clamp(operand_155, maxValue=6.0, minValue=0.0);
208
+ [operand_159] = conv2d(operand_156, operand_157, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
209
  [operand_160] = add(operand_159, operand_158);
210
+ [operand_163] = conv2d(operand_160, operand_161, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
211
  [operand_164] = add(operand_163, operand_162);
212
+ [operand_165] = clamp(operand_164, maxValue=6.0, minValue=0.0);
213
+ [operand_168] = conv2d(operand_165, operand_166, dilations=[1, 1], filterLayout="oihw", groups=576, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
214
  [operand_169] = add(operand_168, operand_167);
215
+ [operand_170] = clamp(operand_169, maxValue=6.0, minValue=0.0);
216
+ [operand_173] = conv2d(operand_170, operand_171, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
217
  [operand_174] = add(operand_173, operand_172);
218
  [operand_175] = add(operand_174, operand_160);
219
+ [operand_178] = conv2d(operand_175, operand_176, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
220
  [operand_179] = add(operand_178, operand_177);
221
+ [operand_180] = clamp(operand_179, maxValue=6.0, minValue=0.0);
222
+ [operand_183] = conv2d(operand_180, operand_181, dilations=[1, 1], filterLayout="oihw", groups=576, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
223
  [operand_184] = add(operand_183, operand_182);
224
+ [operand_185] = clamp(operand_184, maxValue=6.0, minValue=0.0);
225
+ [operand_188] = conv2d(operand_185, operand_186, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
226
  [operand_189] = add(operand_188, operand_187);
227
  [operand_190] = add(operand_189, operand_175);
228
+ [operand_193] = conv2d(operand_190, operand_191, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
229
  [operand_194] = add(operand_193, operand_192);
230
+ [operand_195] = clamp(operand_194, maxValue=6.0, minValue=0.0);
231
+ [operand_198] = conv2d(operand_195, operand_196, dilations=[1, 1], filterLayout="oihw", groups=576, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[2, 2]);
232
  [operand_199] = add(operand_198, operand_197);
233
+ [operand_200] = clamp(operand_199, maxValue=6.0, minValue=0.0);
234
+ [operand_203] = conv2d(operand_200, operand_201, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
235
  [operand_204] = add(operand_203, operand_202);
236
+ [operand_207] = conv2d(operand_204, operand_205, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
237
  [operand_208] = add(operand_207, operand_206);
238
+ [operand_209] = clamp(operand_208, maxValue=6.0, minValue=0.0);
239
+ [operand_212] = conv2d(operand_209, operand_210, dilations=[1, 1], filterLayout="oihw", groups=960, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
240
  [operand_213] = add(operand_212, operand_211);
241
+ [operand_214] = clamp(operand_213, maxValue=6.0, minValue=0.0);
242
+ [operand_217] = conv2d(operand_214, operand_215, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
243
  [operand_218] = add(operand_217, operand_216);
244
  [operand_219] = add(operand_218, operand_204);
245
+ [operand_222] = conv2d(operand_219, operand_220, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
246
  [operand_223] = add(operand_222, operand_221);
247
+ [operand_224] = clamp(operand_223, maxValue=6.0, minValue=0.0);
248
+ [operand_227] = conv2d(operand_224, operand_225, dilations=[1, 1], filterLayout="oihw", groups=960, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
249
  [operand_228] = add(operand_227, operand_226);
250
+ [operand_229] = clamp(operand_228, maxValue=6.0, minValue=0.0);
251
+ [operand_232] = conv2d(operand_229, operand_230, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
252
  [operand_233] = add(operand_232, operand_231);
253
  [operand_234] = add(operand_233, operand_219);
254
+ [operand_237] = conv2d(operand_234, operand_235, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
255
  [operand_238] = add(operand_237, operand_236);
256
+ [operand_239] = clamp(operand_238, maxValue=6.0, minValue=0.0);
257
+ [operand_242] = conv2d(operand_239, operand_240, dilations=[1, 1], filterLayout="oihw", groups=960, inputLayout="nchw", padding=[1, 1, 1, 1], strides=[1, 1]);
258
  [operand_243] = add(operand_242, operand_241);
259
+ [operand_244] = clamp(operand_243, maxValue=6.0, minValue=0.0);
260
+ [operand_247] = conv2d(operand_244, operand_245, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
261
  [operand_248] = add(operand_247, operand_246);
262
+ [operand_251] = conv2d(operand_248, operand_249, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", padding=[0, 0, 0, 0], strides=[1, 1]);
263
  [operand_252] = add(operand_251, operand_250);
264
+ [operand_253] = clamp(operand_252, maxValue=6.0, minValue=0.0);
265
  [operand_254] = globalAveragePool(operand_253, layout="nchw");
266
  [operand_255] = reshape(operand_254, newShape=[1, 1280]);
267
  [operand_258] = gemm(operand_255, operand_256, aTranspose=false, alpha=1.0, bTranspose=true, beta=1.0, has_bias=false);