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CA/models/spatiotemporal_gcn/model_1_3_7.onnx

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pytorch 2.10.0+cu128:<3A><>
E
node_featuresval_0 node_Shape_0"Shape*
end<01>*
start<00>
7
val_0sym_size_int_22node_sym_size_int_22"Squeeze
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node_features
*temporal_transformer.layers.0.norm1.weight
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4temporal_transformer.layers.0.self_attn.in_proj_biaslinear node_linear"Add
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val_9
val_10val_11 node_Concat_9"Concat*
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4
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val_12 unsqueezenode_unsqueeze" Unsqueeze
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unsqueeze transpose_1node_transpose_1" Transpose*
perm@@@@@<04>
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transpose_1
val_13squeeze node_squeeze"Squeeze
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val_14select node_select"Gather*
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val_301select_1 node_select_1"Gather*
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val_15select_2 node_select_2"Gather*
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val_16mul_39 node_mul_39"Mul
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val_336val_19node_Reshape_17"Reshape*
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val_7
val_19
val_20val_21node_Concat_19"Concat*
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val_21view_1 node_view_1"Reshape*
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view_1 transpose_2node_transpose_2" Transpose*
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val_21view_2 node_view_2"Reshape*
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view_2 transpose_3node_transpose_3" Transpose*
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val_21view_3 node_view_3"Reshape*
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view_3 transpose_4node_transpose_4" Transpose*
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val_0
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val_20val_37node_Concat_35"Concat*
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val_37view_4 node_view_4"Reshape*
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transpose_3
val_37view_5 node_view_5"Reshape*
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transpose_4
val_37view_6 node_view_6"Reshape*
allowzero<01>
4
view_5val_59 node_Shape_57"Shape*
start<00>
7
val_59
val_336
val_60val_62 node_Slice_60"Slice
7
val_59
val_13
val_336val_63 node_Slice_61"Slice
6
val_59
val_64
val_13val_65 node_Slice_63"Slice
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val_336
val_63
val_62val_67node_Concat_65"Concat*
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val_67val_68node_Reshape_66"Reshape*
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val_68val_69node_Transpose_67" Transpose*
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val_65
val_62
val_63val_70node_Concat_68"Concat*
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val_69
val_70val_71node_Reshape_69"Reshape*
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val_72val_73 node_Mul_71"Mul
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val_72val_76 node_Mul_74"Mul
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val_76val_77node_MatMul_75"MatMul
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val_77val_78node_Softmax_76"Softmax*
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val_78
view_6scaled_dot_product_attention!node_scaled_dot_product_attention"MatMul
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scaled_dot_product_attentionpermute node_permute" Transpose*
perm@@@@<03>
3
sym_size_int_22
val_79mul_73 node_mul_73"Mul
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val_336val_81node_Reshape_79"Reshape*
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val_81
val_10val_83node_Concat_81"Concat*
axis<00>
A
permute
val_83view_7 node_view_7"Reshape*
allowzero<01>
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view_7
7temporal_transformer.layers.0.self_attn.out_proj.weightlinear_1 node_Gemm_64"Gemm*
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alpha<00>?<3F>*
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C
val_7
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val_10val_88node_Concat_86"Concat*
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linear_1
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view_8 transpose_5node_transpose_5" Transpose*
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8
node_features
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6
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val_91val_92node_MatMul_88"MatMul
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val_92
*temporal_transformer.layers.0.linear1.biaslinear_2 node_linear_2"Add
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val_93val_94 node_Div_90"Div
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val_94val_95 node_Erf_91"Erf
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val_333val_97 node_Add_93"Add
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val_98
val_97val_99 node_Mul_95"Mul
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val_99gelu node_gelu"Mul
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val_100val_101node_MatMul_97"MatMul
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*temporal_transformer.layers.0.linear2.biaslinear_3 node_linear_3"Add
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linear_3add_143 node_add_143"Add
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layer_norm_2 transpose_6node_transpose_6" Transpose*
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transpose_6
val_104val_105node_MatMul_99"MatMul
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4temporal_transformer.layers.0.self_attn.in_proj_biaslinear_4 node_linear_4"Add
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val_12 unsqueeze_1node_unsqueeze_1" Unsqueeze
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unsqueeze_1 transpose_7node_transpose_7" Transpose*
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transpose_7
val_13 squeeze_1node_squeeze_1"Squeeze
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val_14select_3 node_select_3"Gather*
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val_301select_4 node_select_4"Gather*
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val_15select_5 node_select_5"Gather*
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select_3
val_21view_10 node_view_10"Reshape*
allowzero<01>
D
view_10 transpose_8node_transpose_8" Transpose*
perm@@@<02>
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select_4
val_21view_11 node_view_11"Reshape*
allowzero<01>
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view_11 transpose_9node_transpose_9" Transpose*
perm@@@<02>
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select_5
val_21view_12 node_view_12"Reshape*
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view_12 transpose_10node_transpose_10" Transpose*
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transpose_8
val_37view_13 node_view_13"Reshape*
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transpose_9
val_37view_14 node_view_14"Reshape*
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val_37view_15 node_view_15"Reshape*
allowzero<01>
7
view_14val_154node_Shape_148"Shape*
start<00>
:
val_154
val_336
val_60val_156node_Slice_150"Slice
:
val_154
val_13
val_336val_157node_Slice_151"Slice
9
val_154
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val_13val_159node_Slice_153"Slice
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val_336
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val_156val_161node_Concat_155"Concat*
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val_161val_162node_Reshape_156"Reshape*
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val_162val_163node_Transpose_157" Transpose*
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val_159
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val_157val_164node_Concat_158"Concat*
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val_164val_165node_Reshape_159"Reshape*
allowzero<00>
-
view_13
val_72val_167 node_Mul_161"Mul
-
val_165
val_72val_170 node_Mul_164"Mul
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val_167
val_170val_171node_MatMul_165"MatMul
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val_171val_172node_Softmax_166"Softmax*
axis<18><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><01>
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val_172
view_15scaled_dot_product_attention_1#node_scaled_dot_product_attention_1"MatMul
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scaled_dot_product_attention_1 permute_1node_permute_1" Transpose*
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val_83view_16 node_view_16"Reshape*
allowzero<01>
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view_16
7temporal_transformer.layers.1.self_attn.out_proj.weightlinear_5 node_Gemm_70"Gemm*
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alpha<00>?<3F>*
transA<00>J?
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D
linear_5
val_88view_17 node_view_17"Reshape*
allowzero<01>
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view_17 transpose_11node_transpose_11" Transpose*
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3
add_143
transpose_11add_262 node_add_262"Add
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epsilon<15><>'7<>*
axis<18><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><01>
9
layer_norm_3
val_184val_185node_MatMul_177"MatMul
S
val_185
*temporal_transformer.layers.0.linear1.biaslinear_6 node_linear_6"Add
.
linear_6
val_93val_187 node_Div_179"Div
%
val_187val_188 node_Erf_180"Erf
.
val_188
val_333val_190 node_Add_182"Add
-
val_98
val_190val_192 node_Mul_184"Mul
-
linear_6
val_192gelu_1 node_gelu_1"Mul
3
gelu_1
val_193val_194node_MatMul_186"MatMul
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val_194
*temporal_transformer.layers.0.linear2.biaslinear_7 node_linear_7"Add
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add_262
linear_7add_291 node_add_291"Add
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*temporal_transformer.layers.0.norm1.weight
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layer_norm_4 transpose_12node_transpose_12" Transpose*
perm@@@<02>
9
transpose_12
val_197val_198node_MatMul_188"MatMul
]
val_198
4temporal_transformer.layers.0.self_attn.in_proj_biaslinear_8 node_linear_8"Add
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linear_8
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allowzero<01>
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view_18
val_12 unsqueeze_2node_unsqueeze_2" Unsqueeze
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unsqueeze_2 transpose_13node_transpose_13" Transpose*
perm@@@@@<04>
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transpose_13
val_13 squeeze_2node_squeeze_2"Squeeze
A
squeeze_2
val_14select_6 node_select_6"Gather*
axis<00>
B
squeeze_2
val_301select_7 node_select_7"Gather*
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A
squeeze_2
val_15select_8 node_select_8"Gather*
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D
select_6
val_21view_19 node_view_19"Reshape*
allowzero<01>
F
view_19 transpose_14node_transpose_14" Transpose*
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select_7
val_21view_20 node_view_20"Reshape*
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view_20 transpose_15node_transpose_15" Transpose*
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val_21view_21 node_view_21"Reshape*
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view_21 transpose_16node_transpose_16" Transpose*
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val_37view_24 node_view_24"Reshape*
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7
view_23val_247node_Shape_237"Shape*
start<00>
:
val_247
val_336
val_60val_249node_Slice_239"Slice
:
val_247
val_13
val_336val_250node_Slice_240"Slice
9
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val_13val_252node_Slice_242"Slice
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val_336
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val_249val_254node_Concat_244"Concat*
axis<00>
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view_23
val_254val_255node_Reshape_245"Reshape*
allowzero<00>
B
val_255val_256node_Transpose_246" Transpose*
perm@@@<01>
J
val_252
val_249
val_250val_257node_Concat_247"Concat*
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H
val_256
val_257val_258node_Reshape_248"Reshape*
allowzero<00>
-
view_22
val_72val_260 node_Mul_250"Mul
-
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val_72val_263 node_Mul_253"Mul
4
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val_263val_264node_MatMul_254"MatMul
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val_265
view_24scaled_dot_product_attention_2#node_scaled_dot_product_attention_2"MatMul
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7temporal_transformer.layers.2.self_attn.out_proj.weightlinear_9 node_Gemm_76"Gemm*
beta<00>?<3F>*
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alpha<00>?<3F>*
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D
linear_9
val_88view_26 node_view_26"Reshape*
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F
view_26 transpose_17node_transpose_17" Transpose*
perm@@@<02>
3
add_291
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*temporal_transformer.layers.0.norm1.weight
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9
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*temporal_transformer.layers.0.linear1.bias linear_10node_linear_10"Add
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val_280val_281 node_Erf_269"Erf
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val_333val_283 node_Add_271"Add
-
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val_283val_285 node_Mul_273"Mul
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4
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val_306val_307node_Expand_295"Expand
-
val_307
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8
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=
cat
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>
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6
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select_11val_309node_Equal_297"Equal

val_309nenode_ne"Not
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6
val_317
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val_336val_324node_Unsqueeze_312" Unsqueeze
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val_326index
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A
val_329
val_374val_375node_Concat_363"Concat*
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3
view_31
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7
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7
scatter_add_3
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