webnn_graph "graph" v1 { inputs { input: f32[1, 3, 224, 224]; } consts { operand_1: f32[32, 3, 3, 3] @weights("operand_1"); operand_102: f32[384, 64, 1, 1] @weights("operand_102"); operand_103: f32[1, 384, 1, 1] @weights("operand_103"); operand_107: f32[384, 1, 3, 3] @weights("operand_107"); operand_108: f32[1, 384, 1, 1] @weights("operand_108"); operand_11: f32[16, 32, 1, 1] @weights("operand_11"); operand_112: f32[64, 384, 1, 1] @weights("operand_112"); operand_113: f32[1, 64, 1, 1] @weights("operand_113"); operand_117: f32[384, 64, 1, 1] @weights("operand_117"); operand_118: f32[1, 384, 1, 1] @weights("operand_118"); operand_12: f32[1, 16, 1, 1] @weights("operand_12"); operand_122: f32[384, 1, 3, 3] @weights("operand_122"); operand_123: f32[1, 384, 1, 1] @weights("operand_123"); operand_127: f32[64, 384, 1, 1] @weights("operand_127"); operand_128: f32[1, 64, 1, 1] @weights("operand_128"); operand_132: f32[384, 64, 1, 1] @weights("operand_132"); operand_133: f32[1, 384, 1, 1] @weights("operand_133"); operand_137: f32[384, 1, 3, 3] @weights("operand_137"); operand_138: f32[1, 384, 1, 1] @weights("operand_138"); operand_142: f32[64, 384, 1, 1] @weights("operand_142"); operand_143: f32[1, 64, 1, 1] @weights("operand_143"); operand_147: f32[384, 64, 1, 1] @weights("operand_147"); operand_148: f32[1, 384, 1, 1] @weights("operand_148"); operand_15: f32[96, 16, 1, 1] @weights("operand_15"); operand_152: f32[384, 1, 3, 3] @weights("operand_152"); operand_153: f32[1, 384, 1, 1] @weights("operand_153"); operand_157: f32[96, 384, 1, 1] @weights("operand_157"); operand_158: f32[1, 96, 1, 1] @weights("operand_158"); operand_16: f32[1, 96, 1, 1] @weights("operand_16"); operand_161: f32[576, 96, 1, 1] @weights("operand_161"); operand_162: f32[1, 576, 1, 1] @weights("operand_162"); operand_166: f32[576, 1, 3, 3] @weights("operand_166"); operand_167: f32[1, 576, 1, 1] @weights("operand_167"); operand_171: f32[96, 576, 1, 1] @weights("operand_171"); operand_172: f32[1, 96, 1, 1] @weights("operand_172"); operand_176: f32[576, 96, 1, 1] @weights("operand_176"); operand_177: f32[1, 576, 1, 1] @weights("operand_177"); operand_181: f32[576, 1, 3, 3] @weights("operand_181"); operand_182: f32[1, 576, 1, 1] @weights("operand_182"); operand_186: f32[96, 576, 1, 1] @weights("operand_186"); operand_187: f32[1, 96, 1, 1] @weights("operand_187"); operand_191: f32[576, 96, 1, 1] @weights("operand_191"); operand_192: f32[1, 576, 1, 1] @weights("operand_192"); operand_196: f32[576, 1, 3, 3] @weights("operand_196"); operand_197: f32[1, 576, 1, 1] @weights("operand_197"); operand_2: f32[1, 32, 1, 1] @weights("operand_2"); operand_20: f32[96, 1, 3, 3] @weights("operand_20"); operand_201: f32[160, 576, 1, 1] @weights("operand_201"); operand_202: f32[1, 160, 1, 1] @weights("operand_202"); operand_205: f32[960, 160, 1, 1] @weights("operand_205"); operand_206: f32[1, 960, 1, 1] @weights("operand_206"); operand_21: f32[1, 96, 1, 1] @weights("operand_21"); operand_210: f32[960, 1, 3, 3] @weights("operand_210"); operand_211: f32[1, 960, 1, 1] @weights("operand_211"); operand_215: f32[160, 960, 1, 1] @weights("operand_215"); operand_216: f32[1, 160, 1, 1] @weights("operand_216"); operand_220: f32[960, 160, 1, 1] @weights("operand_220"); operand_221: f32[1, 960, 1, 1] @weights("operand_221"); operand_225: f32[960, 1, 3, 3] @weights("operand_225"); operand_226: f32[1, 960, 1, 1] @weights("operand_226"); operand_230: f32[160, 960, 1, 1] @weights("operand_230"); operand_231: f32[1, 160, 1, 1] @weights("operand_231"); operand_235: f32[960, 160, 1, 1] @weights("operand_235"); operand_236: f32[1, 960, 1, 1] @weights("operand_236"); operand_240: f32[960, 1, 3, 3] @weights("operand_240"); operand_241: f32[1, 960, 1, 1] @weights("operand_241"); operand_245: f32[320, 960, 1, 1] @weights("operand_245"); operand_246: f32[1, 320, 1, 1] @weights("operand_246"); operand_249: f32[1280, 320, 1, 1] @weights("operand_249"); operand_25: f32[24, 96, 1, 1] @weights("operand_25"); operand_250: f32[1, 1280, 1, 1] @weights("operand_250"); operand_256: f32[1000, 1280] @weights("operand_256"); operand_257: f32[1, 1000] @weights("operand_257"); operand_26: f32[1, 24, 1, 1] @weights("operand_26"); operand_29: f32[144, 24, 1, 1] @weights("operand_29"); operand_30: f32[1, 144, 1, 1] @weights("operand_30"); operand_34: f32[144, 1, 3, 3] @weights("operand_34"); operand_35: f32[1, 144, 1, 1] @weights("operand_35"); operand_39: f32[24, 144, 1, 1] @weights("operand_39"); operand_40: f32[1, 24, 1, 1] @weights("operand_40"); operand_44: f32[144, 24, 1, 1] @weights("operand_44"); operand_45: f32[1, 144, 1, 1] @weights("operand_45"); operand_49: f32[144, 1, 3, 3] @weights("operand_49"); operand_50: f32[1, 144, 1, 1] @weights("operand_50"); operand_54: f32[32, 144, 1, 1] @weights("operand_54"); operand_55: f32[1, 32, 1, 1] @weights("operand_55"); operand_58: f32[192, 32, 1, 1] @weights("operand_58"); operand_59: f32[1, 192, 1, 1] @weights("operand_59"); operand_6: f32[32, 1, 3, 3] @weights("operand_6"); operand_63: f32[192, 1, 3, 3] @weights("operand_63"); operand_64: f32[1, 192, 1, 1] @weights("operand_64"); operand_68: f32[32, 192, 1, 1] @weights("operand_68"); operand_69: f32[1, 32, 1, 1] @weights("operand_69"); operand_7: f32[1, 32, 1, 1] @weights("operand_7"); operand_73: f32[192, 32, 1, 1] @weights("operand_73"); operand_74: f32[1, 192, 1, 1] @weights("operand_74"); operand_78: f32[192, 1, 3, 3] @weights("operand_78"); operand_79: f32[1, 192, 1, 1] @weights("operand_79"); operand_83: f32[32, 192, 1, 1] @weights("operand_83"); operand_84: f32[1, 32, 1, 1] @weights("operand_84"); operand_88: f32[192, 32, 1, 1] @weights("operand_88"); operand_89: f32[1, 192, 1, 1] @weights("operand_89"); operand_93: f32[192, 1, 3, 3] @weights("operand_93"); operand_94: f32[1, 192, 1, 1] @weights("operand_94"); operand_98: f32[64, 192, 1, 1] @weights("operand_98"); operand_99: f32[1, 64, 1, 1] @weights("operand_99"); } nodes { [operand_3] = conv2d(input, operand_1, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[2, 2]); [operand_4] = add(operand_3, operand_2); [operand_5] = clamp(operand_4, max_value=6.0, min_value=0.0); [operand_8] = conv2d(operand_5, operand_6, dilations=[1, 1], filterLayout="oihw", groups=32, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_9] = add(operand_8, operand_7); [operand_10] = clamp(operand_9, max_value=6.0, min_value=0.0); [operand_13] = conv2d(operand_10, operand_11, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_14] = add(operand_13, operand_12); [operand_17] = conv2d(operand_14, operand_15, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_18] = add(operand_17, operand_16); [operand_19] = clamp(operand_18, max_value=6.0, min_value=0.0); [operand_22] = conv2d(operand_19, operand_20, dilations=[1, 1], filterLayout="oihw", groups=96, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[2, 2]); [operand_23] = add(operand_22, operand_21); [operand_24] = clamp(operand_23, max_value=6.0, min_value=0.0); [operand_27] = conv2d(operand_24, operand_25, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_28] = add(operand_27, operand_26); [operand_31] = conv2d(operand_28, operand_29, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_32] = add(operand_31, operand_30); [operand_33] = clamp(operand_32, max_value=6.0, min_value=0.0); [operand_36] = conv2d(operand_33, operand_34, dilations=[1, 1], filterLayout="oihw", groups=144, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_37] = add(operand_36, operand_35); [operand_38] = clamp(operand_37, max_value=6.0, min_value=0.0); [operand_41] = conv2d(operand_38, operand_39, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_42] = add(operand_41, operand_40); [operand_43] = add(operand_42, operand_28); [operand_46] = conv2d(operand_43, operand_44, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_47] = add(operand_46, operand_45); [operand_48] = clamp(operand_47, max_value=6.0, min_value=0.0); [operand_51] = conv2d(operand_48, operand_49, dilations=[1, 1], filterLayout="oihw", groups=144, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[2, 2]); [operand_52] = add(operand_51, operand_50); [operand_53] = clamp(operand_52, max_value=6.0, min_value=0.0); [operand_56] = conv2d(operand_53, operand_54, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_57] = add(operand_56, operand_55); [operand_60] = conv2d(operand_57, operand_58, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_61] = add(operand_60, operand_59); [operand_62] = clamp(operand_61, max_value=6.0, min_value=0.0); [operand_65] = conv2d(operand_62, operand_63, dilations=[1, 1], filterLayout="oihw", groups=192, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_66] = add(operand_65, operand_64); [operand_67] = clamp(operand_66, max_value=6.0, min_value=0.0); [operand_70] = conv2d(operand_67, operand_68, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_71] = add(operand_70, operand_69); [operand_72] = add(operand_71, operand_57); [operand_75] = conv2d(operand_72, operand_73, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_76] = add(operand_75, operand_74); [operand_77] = clamp(operand_76, max_value=6.0, min_value=0.0); [operand_80] = conv2d(operand_77, operand_78, dilations=[1, 1], filterLayout="oihw", groups=192, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_81] = add(operand_80, operand_79); [operand_82] = clamp(operand_81, max_value=6.0, min_value=0.0); [operand_85] = conv2d(operand_82, operand_83, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_86] = add(operand_85, operand_84); [operand_87] = add(operand_86, operand_72); [operand_90] = conv2d(operand_87, operand_88, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_91] = add(operand_90, operand_89); [operand_92] = clamp(operand_91, max_value=6.0, min_value=0.0); [operand_95] = conv2d(operand_92, operand_93, dilations=[1, 1], filterLayout="oihw", groups=192, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[2, 2]); [operand_96] = add(operand_95, operand_94); [operand_97] = clamp(operand_96, max_value=6.0, min_value=0.0); [operand_100] = conv2d(operand_97, operand_98, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_101] = add(operand_100, operand_99); [operand_104] = conv2d(operand_101, operand_102, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_105] = add(operand_104, operand_103); [operand_106] = clamp(operand_105, max_value=6.0, min_value=0.0); [operand_109] = conv2d(operand_106, operand_107, dilations=[1, 1], filterLayout="oihw", groups=384, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_110] = add(operand_109, operand_108); [operand_111] = clamp(operand_110, max_value=6.0, min_value=0.0); [operand_114] = conv2d(operand_111, operand_112, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_115] = add(operand_114, operand_113); [operand_116] = add(operand_115, operand_101); [operand_119] = conv2d(operand_116, operand_117, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_120] = add(operand_119, operand_118); [operand_121] = clamp(operand_120, max_value=6.0, min_value=0.0); [operand_124] = conv2d(operand_121, operand_122, dilations=[1, 1], filterLayout="oihw", groups=384, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_125] = add(operand_124, operand_123); [operand_126] = clamp(operand_125, max_value=6.0, min_value=0.0); [operand_129] = conv2d(operand_126, operand_127, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_130] = add(operand_129, operand_128); [operand_131] = add(operand_130, operand_116); [operand_134] = conv2d(operand_131, operand_132, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_135] = add(operand_134, operand_133); [operand_136] = clamp(operand_135, max_value=6.0, min_value=0.0); [operand_139] = conv2d(operand_136, operand_137, dilations=[1, 1], filterLayout="oihw", groups=384, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_140] = add(operand_139, operand_138); [operand_141] = clamp(operand_140, max_value=6.0, min_value=0.0); [operand_144] = conv2d(operand_141, operand_142, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_145] = add(operand_144, operand_143); [operand_146] = add(operand_145, operand_131); [operand_149] = conv2d(operand_146, operand_147, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_150] = add(operand_149, operand_148); [operand_151] = clamp(operand_150, max_value=6.0, min_value=0.0); [operand_154] = conv2d(operand_151, operand_152, dilations=[1, 1], filterLayout="oihw", groups=384, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_155] = add(operand_154, operand_153); [operand_156] = clamp(operand_155, max_value=6.0, min_value=0.0); [operand_159] = conv2d(operand_156, operand_157, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_160] = add(operand_159, operand_158); [operand_163] = conv2d(operand_160, operand_161, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_164] = add(operand_163, operand_162); [operand_165] = clamp(operand_164, max_value=6.0, min_value=0.0); [operand_168] = conv2d(operand_165, operand_166, dilations=[1, 1], filterLayout="oihw", groups=576, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_169] = add(operand_168, operand_167); [operand_170] = clamp(operand_169, max_value=6.0, min_value=0.0); [operand_173] = conv2d(operand_170, operand_171, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_174] = add(operand_173, operand_172); [operand_175] = add(operand_174, operand_160); [operand_178] = conv2d(operand_175, operand_176, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_179] = add(operand_178, operand_177); [operand_180] = clamp(operand_179, max_value=6.0, min_value=0.0); [operand_183] = conv2d(operand_180, operand_181, dilations=[1, 1], filterLayout="oihw", groups=576, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_184] = add(operand_183, operand_182); [operand_185] = clamp(operand_184, max_value=6.0, min_value=0.0); [operand_188] = conv2d(operand_185, operand_186, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_189] = add(operand_188, operand_187); [operand_190] = add(operand_189, operand_175); [operand_193] = conv2d(operand_190, operand_191, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_194] = add(operand_193, operand_192); [operand_195] = clamp(operand_194, max_value=6.0, min_value=0.0); [operand_198] = conv2d(operand_195, operand_196, dilations=[1, 1], filterLayout="oihw", groups=576, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[2, 2]); [operand_199] = add(operand_198, operand_197); [operand_200] = clamp(operand_199, max_value=6.0, min_value=0.0); [operand_203] = conv2d(operand_200, operand_201, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_204] = add(operand_203, operand_202); [operand_207] = conv2d(operand_204, operand_205, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_208] = add(operand_207, operand_206); [operand_209] = clamp(operand_208, max_value=6.0, min_value=0.0); [operand_212] = conv2d(operand_209, operand_210, dilations=[1, 1], filterLayout="oihw", groups=960, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_213] = add(operand_212, operand_211); [operand_214] = clamp(operand_213, max_value=6.0, min_value=0.0); [operand_217] = conv2d(operand_214, operand_215, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_218] = add(operand_217, operand_216); [operand_219] = add(operand_218, operand_204); [operand_222] = conv2d(operand_219, operand_220, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_223] = add(operand_222, operand_221); [operand_224] = clamp(operand_223, max_value=6.0, min_value=0.0); [operand_227] = conv2d(operand_224, operand_225, dilations=[1, 1], filterLayout="oihw", groups=960, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_228] = add(operand_227, operand_226); [operand_229] = clamp(operand_228, max_value=6.0, min_value=0.0); [operand_232] = conv2d(operand_229, operand_230, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_233] = add(operand_232, operand_231); [operand_234] = add(operand_233, operand_219); [operand_237] = conv2d(operand_234, operand_235, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_238] = add(operand_237, operand_236); [operand_239] = clamp(operand_238, max_value=6.0, min_value=0.0); [operand_242] = conv2d(operand_239, operand_240, dilations=[1, 1], filterLayout="oihw", groups=960, inputLayout="nchw", pads=[1, 1, 1, 1], strides=[1, 1]); [operand_243] = add(operand_242, operand_241); [operand_244] = clamp(operand_243, max_value=6.0, min_value=0.0); [operand_247] = conv2d(operand_244, operand_245, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_248] = add(operand_247, operand_246); [operand_251] = conv2d(operand_248, operand_249, dilations=[1, 1], filterLayout="oihw", groups=1, inputLayout="nchw", pads=[0, 0, 0, 0], strides=[1, 1]); [operand_252] = add(operand_251, operand_250); [operand_253] = clamp(operand_252, max_value=6.0, min_value=0.0); [operand_254] = globalAveragePool(operand_253, layout="nchw"); [operand_255] = reshape(operand_254, newShape=[1, 1280]); [operand_258] = gemm(operand_255, operand_256, a_transpose=false, alpha=1.0, b_transpose=true, beta=1.0, has_bias=false); [operand_259] = add(operand_258, operand_257); [output] = softmax(operand_259); } outputs { output; } }