diff --git a/examples/ONNX/ab.json b/examples/ONNX/ab.json index 11338970..3f9d5446 100644 --- a/examples/ONNX/ab.json +++ b/examples/ONNX/ab.json @@ -3,9 +3,9 @@ "format": "ModECI MDF v0.4", "generating_application": "Python modeci-mdf v0.4.7", "graphs": { - "torch-jit-export": { + "torch_jit": { "nodes": { - "Add_1": { + "/A/Add": { "input_ports": { "input": { "shape": [ @@ -19,7 +19,7 @@ "B": { "value": 1.0 }, - "Add_1": { + "/A/Add": { "function": "onnx::Add", "args": { "A": "input", @@ -28,14 +28,14 @@ } }, "output_ports": { - "onnx_Mul_2": { - "value": "Add_1" + "_A_Add_output_0": { + "value": "/A/Add" } } }, - "Mul_3": { + "/B/Mul": { "input_ports": { - "onnx_Mul_2": { + "_A_Add_output_0": { "shape": [ 2, 3 @@ -47,27 +47,27 @@ "B": { "value": 5.0 }, - "Mul_3": { + "/B/Mul": { "function": "onnx::Mul", "args": { - "A": "onnx_Mul_2", + "A": "_A_Add_output_0", "B": "B" } } }, "output_ports": { "_4": { - "value": "Mul_3" + "value": "/B/Mul" } } } }, "edges": { - "Add_1.onnx_Mul_2_Mul_3.onnx_Mul_2": { - "sender": "Add_1", - "receiver": "Mul_3", - "sender_port": "onnx_Mul_2", - "receiver_port": "onnx_Mul_2" + "/A/Add._A_Add_output_0_/B/Mul._A_Add_output_0": { + "sender": "/A/Add", + "receiver": "/B/Mul", + "sender_port": "_A_Add_output_0", + "receiver_port": "_A_Add_output_0" } } } diff --git a/examples/ONNX/ab.png b/examples/ONNX/ab.png index d933cba6..55dddd19 100644 Binary files a/examples/ONNX/ab.png and b/examples/ONNX/ab.png differ diff --git a/examples/ONNX/ab.yaml b/examples/ONNX/ab.yaml index f3504f3f..861ee547 100644 --- a/examples/ONNX/ab.yaml +++ b/examples/ONNX/ab.yaml @@ -2,9 +2,9 @@ ONNX Model: format: ModECI MDF v0.4 generating_application: Python modeci-mdf v0.4.7 graphs: - torch-jit-export: + torch_jit: nodes: - Add_1: + /A/Add: input_ports: input: shape: @@ -14,17 +14,17 @@ ONNX Model: parameters: B: value: 1.0 - Add_1: + /A/Add: function: onnx::Add args: A: input B: B output_ports: - onnx_Mul_2: - value: Add_1 - Mul_3: + _A_Add_output_0: + value: /A/Add + /B/Mul: input_ports: - onnx_Mul_2: + _A_Add_output_0: shape: - 2 - 3 @@ -32,17 +32,17 @@ ONNX Model: parameters: B: value: 5.0 - Mul_3: + /B/Mul: function: onnx::Mul args: - A: onnx_Mul_2 + A: _A_Add_output_0 B: B output_ports: _4: - value: Mul_3 + value: /B/Mul edges: - Add_1.onnx_Mul_2_Mul_3.onnx_Mul_2: - sender: Add_1 - receiver: Mul_3 - sender_port: onnx_Mul_2 - receiver_port: onnx_Mul_2 + /A/Add._A_Add_output_0_/B/Mul._A_Add_output_0: + sender: /A/Add + receiver: /B/Mul + sender_port: _A_Add_output_0 + receiver_port: _A_Add_output_0 diff --git a/examples/ONNX/abc.json b/examples/ONNX/abc.json index f31edc86..81a878a7 100644 --- a/examples/ONNX/abc.json +++ b/examples/ONNX/abc.json @@ -3,9 +3,9 @@ "format": "ModECI MDF v0.4", "generating_application": "Python modeci-mdf v0.4.7", "graphs": { - "torch-jit-export": { + "torch_jit": { "nodes": { - "Add_1": { + "/A/Add": { "input_ports": { "input": { "shape": [ @@ -19,7 +19,7 @@ "B": { "value": 1.0 }, - "Add_1": { + "/A/Add": { "function": "onnx::Add", "args": { "A": "input", @@ -28,8 +28,8 @@ } }, "output_ports": { - "onnx_Loop_3": { - "value": "Add_1" + "_A_Add_output_0": { + "value": "/A/Add" } } }, @@ -41,7 +41,7 @@ ], "type": "float" }, - "onnx_Loop_3": { + "_A_Add_output_0": { "shape": [ 2, 3 @@ -52,8 +52,8 @@ "parameters": { "body": { "value": { - "graph_torch-jit-export1": { - "id": "torch-jit-export1", + "graph_torch_jit1": { + "id": "torch_jit1", "nodes": { "Div_5": { "input_ports": { @@ -113,7 +113,7 @@ "args": { "M": "B_loop_count", "cond": "cond", - "v_initial": "onnx_Loop_3" + "v_initial": "_A_Add_output_0" } } }, @@ -123,7 +123,7 @@ } } }, - "Mul_8": { + "/C/Mul": { "input_ports": { "x.3": { "shape": [ @@ -136,7 +136,7 @@ "B": { "value": 100.0 }, - "Mul_8": { + "/C/Mul": { "function": "onnx::Mul", "args": { "A": "x.3", @@ -146,21 +146,21 @@ }, "output_ports": { "_13": { - "value": "Mul_8" + "value": "/C/Mul" } } } }, "edges": { - "Add_1.onnx_Loop_3_Loop_3.onnx_Loop_3": { - "sender": "Add_1", + "/A/Add._A_Add_output_0_Loop_3._A_Add_output_0": { + "sender": "/A/Add", "receiver": "Loop_3", - "sender_port": "onnx_Loop_3", - "receiver_port": "onnx_Loop_3" + "sender_port": "_A_Add_output_0", + "receiver_port": "_A_Add_output_0" }, - "Loop_3.x.3_Mul_8.x.3": { + "Loop_3.x.3_/C/Mul.x.3": { "sender": "Loop_3", - "receiver": "Mul_8", + "receiver": "/C/Mul", "sender_port": "x.3", "receiver_port": "x.3" } diff --git a/examples/ONNX/abc.yaml b/examples/ONNX/abc.yaml index 6ae8dbbe..a60ab599 100644 --- a/examples/ONNX/abc.yaml +++ b/examples/ONNX/abc.yaml @@ -2,9 +2,9 @@ ONNX Model: format: ModECI MDF v0.4 generating_application: Python modeci-mdf v0.4.7 graphs: - torch-jit-export: + torch_jit: nodes: - Add_1: + /A/Add: input_ports: input: shape: @@ -14,21 +14,21 @@ ONNX Model: parameters: B: value: 1.0 - Add_1: + /A/Add: function: onnx::Add args: A: input B: B output_ports: - onnx_Loop_3: - value: Add_1 + _A_Add_output_0: + value: /A/Add Loop_3: input_ports: B_loop_count: shape: - 1 type: float - onnx_Loop_3: + _A_Add_output_0: shape: - 2 - 3 @@ -36,8 +36,8 @@ ONNX Model: parameters: body: value: - graph_torch-jit-export1: - id: torch-jit-export1 + graph_torch_jit1: + id: torch_jit1 nodes: Div_5: input_ports: @@ -75,11 +75,11 @@ ONNX Model: args: M: B_loop_count cond: cond - v_initial: onnx_Loop_3 + v_initial: _A_Add_output_0 output_ports: x.3: value: Loop_3 - Mul_8: + /C/Mul: input_ports: x.3: shape: @@ -88,22 +88,22 @@ ONNX Model: parameters: B: value: 100.0 - Mul_8: + /C/Mul: function: onnx::Mul args: A: x.3 B: B output_ports: _13: - value: Mul_8 + value: /C/Mul edges: - Add_1.onnx_Loop_3_Loop_3.onnx_Loop_3: - sender: Add_1 + /A/Add._A_Add_output_0_Loop_3._A_Add_output_0: + sender: /A/Add receiver: Loop_3 - sender_port: onnx_Loop_3 - receiver_port: onnx_Loop_3 - Loop_3.x.3_Mul_8.x.3: + sender_port: _A_Add_output_0 + receiver_port: _A_Add_output_0 + Loop_3.x.3_/C/Mul.x.3: sender: Loop_3 - receiver: Mul_8 + receiver: /C/Mul sender_port: x.3 receiver_port: x.3 diff --git a/examples/ONNX/abcd.json b/examples/ONNX/abcd.json index 006ba2e4..bfb0ef2b 100644 --- a/examples/ONNX/abcd.json +++ b/examples/ONNX/abcd.json @@ -3,9 +3,9 @@ "format": "ModECI MDF v0.4", "generating_application": "Python modeci-mdf v0.4.7", "graphs": { - "torch-jit-export": { + "torch_jit": { "nodes": { - "Mul_1": { + "/A/Mul": { "input_ports": { "input": { "shape": [ @@ -23,7 +23,7 @@ ] ] }, - "Mul_1": { + "/A/Mul": { "function": "onnx::Mul", "args": { "A": "A", @@ -32,14 +32,14 @@ } }, "output_ports": { - "onnx_Add_2": { - "value": "Mul_1" + "_A_Mul_output_0": { + "value": "/A/Mul" } } }, - "Add_3": { + "/A/Add": { "input_ports": { - "onnx_Add_2": { + "_A_Mul_output_0": { "shape": [ 1, 1 @@ -55,23 +55,23 @@ ] ] }, - "Add_3": { + "/A/Add": { "function": "onnx::Add", "args": { - "A": "onnx_Add_2", + "A": "_A_Mul_output_0", "B": "B" } } }, "output_ports": { - "a": { - "value": "Add_3" + "_A_Add_output_0": { + "value": "/A/Add" } } }, - "Mul_5": { + "/B/Mul": { "input_ports": { - "a": { + "_A_Add_output_0": { "shape": [ 1, 1 @@ -87,23 +87,23 @@ ] ] }, - "Mul_5": { + "/B/Mul": { "function": "onnx::Mul", "args": { "A": "A", - "B": "a" + "B": "_A_Add_output_0" } } }, "output_ports": { - "onnx_Add_6": { - "value": "Mul_5" + "_B_Mul_output_0": { + "value": "/B/Mul" } } }, - "Add_7": { + "/B/Add": { "input_ports": { - "onnx_Add_6": { + "_B_Mul_output_0": { "shape": [ 1, 1 @@ -119,23 +119,23 @@ ] ] }, - "Add_7": { + "/B/Add": { "function": "onnx::Add", "args": { - "A": "onnx_Add_6", + "A": "_B_Mul_output_0", "B": "B" } } }, "output_ports": { - "b": { - "value": "Add_7" + "_B_Add_output_0": { + "value": "/B/Add" } } }, - "Mul_9": { + "/C/Mul": { "input_ports": { - "b": { + "_B_Add_output_0": { "shape": [ 1, 1 @@ -151,23 +151,23 @@ ] ] }, - "Mul_9": { + "/C/Mul": { "function": "onnx::Mul", "args": { "A": "A", - "B": "b" + "B": "_B_Add_output_0" } } }, "output_ports": { - "onnx_Add_10": { - "value": "Mul_9" + "_C_Mul_output_0": { + "value": "/C/Mul" } } }, - "Add_11": { + "/C/Add": { "input_ports": { - "onnx_Add_10": { + "_C_Mul_output_0": { "shape": [ 1, 1 @@ -183,23 +183,23 @@ ] ] }, - "Add_11": { + "/C/Add": { "function": "onnx::Add", "args": { - "A": "onnx_Add_10", + "A": "_C_Mul_output_0", "B": "B" } } }, "output_ports": { "c": { - "value": "Add_11" + "value": "/C/Add" } } }, - "Add_13": { + "/D/Add": { "input_ports": { - "onnx_Add_10": { + "_C_Mul_output_0": { "shape": [ 1, 1 @@ -215,57 +215,57 @@ ] ] }, - "Add_13": { + "/D/Add": { "function": "onnx::Add", "args": { - "A": "onnx_Add_10", + "A": "_C_Mul_output_0", "B": "B" } } }, "output_ports": { "d": { - "value": "Add_13" + "value": "/D/Add" } } } }, "edges": { - "Mul_1.onnx_Add_2_Add_3.onnx_Add_2": { - "sender": "Mul_1", - "receiver": "Add_3", - "sender_port": "onnx_Add_2", - "receiver_port": "onnx_Add_2" + "/A/Mul._A_Mul_output_0_/A/Add._A_Mul_output_0": { + "sender": "/A/Mul", + "receiver": "/A/Add", + "sender_port": "_A_Mul_output_0", + "receiver_port": "_A_Mul_output_0" }, - "Add_3.a_Mul_5.a": { - "sender": "Add_3", - "receiver": "Mul_5", - "sender_port": "a", - "receiver_port": "a" + "/A/Add._A_Add_output_0_/B/Mul._A_Add_output_0": { + "sender": "/A/Add", + "receiver": "/B/Mul", + "sender_port": "_A_Add_output_0", + "receiver_port": "_A_Add_output_0" }, - "Mul_5.onnx_Add_6_Add_7.onnx_Add_6": { - "sender": "Mul_5", - "receiver": "Add_7", - "sender_port": "onnx_Add_6", - "receiver_port": "onnx_Add_6" + "/B/Mul._B_Mul_output_0_/B/Add._B_Mul_output_0": { + "sender": "/B/Mul", + "receiver": "/B/Add", + "sender_port": "_B_Mul_output_0", + "receiver_port": "_B_Mul_output_0" }, - "Add_7.b_Mul_9.b": { - "sender": "Add_7", - "receiver": "Mul_9", - "sender_port": "b", - "receiver_port": "b" + "/B/Add._B_Add_output_0_/C/Mul._B_Add_output_0": { + "sender": "/B/Add", + "receiver": "/C/Mul", + "sender_port": "_B_Add_output_0", + "receiver_port": "_B_Add_output_0" }, - "Mul_9.onnx_Add_10_Add_11.onnx_Add_10": { - "sender": "Mul_9", - "receiver": "Add_11", - "sender_port": "onnx_Add_10", - "receiver_port": "onnx_Add_10" + "/C/Mul._C_Mul_output_0_/C/Add._C_Mul_output_0": { + "sender": "/C/Mul", + "receiver": "/C/Add", + "sender_port": "_C_Mul_output_0", + "receiver_port": "_C_Mul_output_0" }, - "Mul_9.onnx_Add_10_Add_13.onnx_Add_10": { - "sender": "Mul_9", - "receiver": "Add_13", - "sender_port": "onnx_Add_10", - "receiver_port": "onnx_Add_10" + "/C/Mul._C_Mul_output_0_/D/Add._C_Mul_output_0": { + "sender": "/C/Mul", + "receiver": "/D/Add", + "sender_port": "_C_Mul_output_0", + "receiver_port": "_C_Mul_output_0" } } } diff --git a/examples/ONNX/abcd.yaml b/examples/ONNX/abcd.yaml index 7b1473c4..aa147af7 100644 --- a/examples/ONNX/abcd.yaml +++ b/examples/ONNX/abcd.yaml @@ -2,9 +2,9 @@ ONNX Model: format: ModECI MDF v0.4 generating_application: Python modeci-mdf v0.4.7 graphs: - torch-jit-export: + torch_jit: nodes: - Mul_1: + /A/Mul: input_ports: input: shape: @@ -15,17 +15,17 @@ ONNX Model: A: value: - - 2.0 - Mul_1: + /A/Mul: function: onnx::Mul args: A: A B: input output_ports: - onnx_Add_2: - value: Mul_1 - Add_3: + _A_Mul_output_0: + value: /A/Mul + /A/Add: input_ports: - onnx_Add_2: + _A_Mul_output_0: shape: - 1 - 1 @@ -34,17 +34,17 @@ ONNX Model: B: value: - - 2.0 - Add_3: + /A/Add: function: onnx::Add args: - A: onnx_Add_2 + A: _A_Mul_output_0 B: B output_ports: - a: - value: Add_3 - Mul_5: + _A_Add_output_0: + value: /A/Add + /B/Mul: input_ports: - a: + _A_Add_output_0: shape: - 1 - 1 @@ -53,17 +53,17 @@ ONNX Model: A: value: - - 2.0 - Mul_5: + /B/Mul: function: onnx::Mul args: A: A - B: a + B: _A_Add_output_0 output_ports: - onnx_Add_6: - value: Mul_5 - Add_7: + _B_Mul_output_0: + value: /B/Mul + /B/Add: input_ports: - onnx_Add_6: + _B_Mul_output_0: shape: - 1 - 1 @@ -72,17 +72,17 @@ ONNX Model: B: value: - - 2.0 - Add_7: + /B/Add: function: onnx::Add args: - A: onnx_Add_6 + A: _B_Mul_output_0 B: B output_ports: - b: - value: Add_7 - Mul_9: + _B_Add_output_0: + value: /B/Add + /C/Mul: input_ports: - b: + _B_Add_output_0: shape: - 1 - 1 @@ -91,17 +91,17 @@ ONNX Model: A: value: - - 2.0 - Mul_9: + /C/Mul: function: onnx::Mul args: A: A - B: b + B: _B_Add_output_0 output_ports: - onnx_Add_10: - value: Mul_9 - Add_11: + _C_Mul_output_0: + value: /C/Mul + /C/Add: input_ports: - onnx_Add_10: + _C_Mul_output_0: shape: - 1 - 1 @@ -110,17 +110,17 @@ ONNX Model: B: value: - - 2.0 - Add_11: + /C/Add: function: onnx::Add args: - A: onnx_Add_10 + A: _C_Mul_output_0 B: B output_ports: c: - value: Add_11 - Add_13: + value: /C/Add + /D/Add: input_ports: - onnx_Add_10: + _C_Mul_output_0: shape: - 1 - 1 @@ -129,42 +129,42 @@ ONNX Model: B: value: - - 2.0 - Add_13: + /D/Add: function: onnx::Add args: - A: onnx_Add_10 + A: _C_Mul_output_0 B: B output_ports: d: - value: Add_13 + value: /D/Add edges: - Mul_1.onnx_Add_2_Add_3.onnx_Add_2: - sender: Mul_1 - receiver: Add_3 - sender_port: onnx_Add_2 - receiver_port: onnx_Add_2 - Add_3.a_Mul_5.a: - sender: Add_3 - receiver: Mul_5 - sender_port: a - receiver_port: a - Mul_5.onnx_Add_6_Add_7.onnx_Add_6: - sender: Mul_5 - receiver: Add_7 - sender_port: onnx_Add_6 - receiver_port: onnx_Add_6 - Add_7.b_Mul_9.b: - sender: Add_7 - receiver: Mul_9 - sender_port: b - receiver_port: b - Mul_9.onnx_Add_10_Add_11.onnx_Add_10: - sender: Mul_9 - receiver: Add_11 - sender_port: onnx_Add_10 - receiver_port: onnx_Add_10 - Mul_9.onnx_Add_10_Add_13.onnx_Add_10: - sender: Mul_9 - receiver: Add_13 - sender_port: onnx_Add_10 - receiver_port: onnx_Add_10 + /A/Mul._A_Mul_output_0_/A/Add._A_Mul_output_0: + sender: /A/Mul + receiver: /A/Add + sender_port: _A_Mul_output_0 + receiver_port: _A_Mul_output_0 + /A/Add._A_Add_output_0_/B/Mul._A_Add_output_0: + sender: /A/Add + receiver: /B/Mul + sender_port: _A_Add_output_0 + receiver_port: _A_Add_output_0 + /B/Mul._B_Mul_output_0_/B/Add._B_Mul_output_0: + sender: /B/Mul + receiver: /B/Add + sender_port: _B_Mul_output_0 + receiver_port: _B_Mul_output_0 + /B/Add._B_Add_output_0_/C/Mul._B_Add_output_0: + sender: /B/Add + receiver: /C/Mul + sender_port: _B_Add_output_0 + receiver_port: _B_Add_output_0 + /C/Mul._C_Mul_output_0_/C/Add._C_Mul_output_0: + sender: /C/Mul + receiver: /C/Add + sender_port: _C_Mul_output_0 + receiver_port: _C_Mul_output_0 + /C/Mul._C_Mul_output_0_/D/Add._C_Mul_output_0: + sender: /C/Mul + receiver: /D/Add + sender_port: _C_Mul_output_0 + receiver_port: _C_Mul_output_0 diff --git a/examples/ONNX/simple_ab.py b/examples/ONNX/simple_ab.py index 3b4aa5d3..3418dccd 100644 --- a/examples/ONNX/simple_ab.py +++ b/examples/ONNX/simple_ab.py @@ -100,7 +100,7 @@ def main(): for t in test_values: print("===================\nEvaluating MDF model with input: %s" % t) eg.evaluate(initializer={"input": t}) - print("Output: %s" % eg.enodes["Mul_3"].evaluable_outputs["_4"].curr_value) + print("Output: %s" % eg.enodes["/B/Mul"].evaluable_outputs["_4"].curr_value) if __name__ == "__main__": diff --git a/examples/PyTorch/inception.json b/examples/PyTorch/inception.json index ab4488e6..a26dd2c2 100644 --- a/examples/PyTorch/inception.json +++ b/examples/PyTorch/inception.json @@ -117,7 +117,12 @@ "output_ports": { "_99": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, @@ -136,7 +141,12 @@ "type": "float32" }, "_99": { - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { @@ -203,7 +213,13 @@ "output_ports": { "_102": { "value": "onnx_Pad_1", - "type": "None" + "shape": [ + 1, + 64, + 64, + 64 + ], + "type": "float32" } } }, @@ -213,13 +229,16 @@ }, "input_ports": { "_102": { - "type": "None" + "shape": [ + 1, + 64, + 64, + 64 + ], + "type": "float32" } }, "parameters": { - "ceil_mode": { - "value": 0 - }, "kernel_shape": { "value": [ 2, @@ -372,7 +391,12 @@ "output_ports": { "_106": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, @@ -391,7 +415,12 @@ "type": "float32" }, "_106": { - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { @@ -528,7 +557,12 @@ "output_ports": { "_110": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, @@ -547,7 +581,12 @@ "type": "float32" }, "_110": { - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { @@ -684,7 +723,12 @@ "output_ports": { "_114": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, @@ -703,7 +747,12 @@ "type": "float32" }, "_114": { - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { @@ -728,10 +777,7 @@ } } }, - "ConcatFromSequence_117": { - "metadata": { - "color": ".3 .3 .2" - }, + "Shape_118": { "parameters": { "_116": { "value": [ @@ -741,58 +787,37 @@ 1 ] }, - "axis": { - "value": 0 - }, - "new_axis": { - "value": 1 - }, - "onnx_ConcatFromSequence_1": { - "function": "onnx::ConcatFromSequence", - "args": { - "input_sequence": "_116" - } - } - }, - "output_ports": { - "_117": { - "value": "onnx_ConcatFromSequence_1", - "type": "None" - } - } - }, - "Shape_119": { - "input_ports": { - "_117": { - "type": "None" - } - }, - "parameters": { "onnx_Shape_1": { "function": "onnx::Shape", "args": { - "data": "_117" + "data": "_116" } } }, "output_ports": { - "_119": { + "_118": { "value": "onnx_Shape_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Gather_120": { + "Gather_119": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_119": { - "type": "None" + "_118": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { - "_118": { + "_117": { "value": [ 0 ] @@ -803,93 +828,111 @@ "onnx_Gather_1": { "function": "onnx::Gather", "args": { - "data": "_119", - "indices": "_118" + "data": "_118", + "indices": "_117" } } }, "output_ports": { - "_120": { + "_119": { "value": "onnx_Gather_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Mul_123": { + "Mul_122": { "parameters": { - "_121": { + "_120": { "value": 4 }, - "_122": { + "_121": { "value": 2 }, "onnx_Mul_1": { "function": "onnx::Mul", "args": { - "A": "_121", - "B": "_122" + "A": "_120", + "B": "_121" } } }, "output_ports": { - "_123": { + "_122": { "value": "onnx_Mul_1", "type": "int64" } } }, - "Sub_124": { + "Sub_123": { "input_ports": { - "_123": { + "_122": { "type": "int64" }, - "_120": { - "type": "None" + "_119": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { "onnx_Sub_1": { "function": "onnx::Sub", "args": { - "A": "_123", - "B": "_120" + "A": "_122", + "B": "_119" } } }, "output_ports": { - "_124": { + "_123": { "value": "onnx_Sub_1", + "shape": [ + 1 + ], "type": "int64" } } }, - "Cast_125": { - "input_ports": { - "_117": { - "type": "None" - } - }, + "Cast_124": { "parameters": { + "_116": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "to": { "value": 7 }, "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_117" + "input": "_116" } } }, "output_ports": { - "_125": { + "_124": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "ConstantOfShape_126": { + "ConstantOfShape_125": { "input_ports": { - "_124": { + "_123": { + "shape": [ + 1 + ], "type": "int64" } }, @@ -902,27 +945,36 @@ "onnx_ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { - "input": "_124" + "input": "_123" } } }, "output_ports": { - "_126": { + "_125": { "value": "onnx_ConstantOfShape_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "Concat_127": { + "Concat_126": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_125": { - "type": "None" + "_124": { + "shape": [ + 4 + ], + "type": "int64" }, - "_126": { - "type": "None" + "_125": { + "shape": [ + 4 + ], + "type": "int64" } }, "parameters": { @@ -932,28 +984,34 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_125', '_126']" + "inputs": "['_124', '_125']" } } }, "output_ports": { - "_127": { + "_126": { "value": "onnx_Concat_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Reshape_129": { + "Reshape_128": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_127": { - "type": "None" + "_126": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_128": { + "_127": { "value": [ -1, 2 @@ -965,44 +1023,52 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_127", - "shape": "_128" + "data": "_126", + "shape": "_127" } } }, "output_ports": { - "_129": { + "_128": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Slice_134": { + "Slice_133": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_129": { - "type": "None" + "_128": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { - "_131": { + "_130": { "value": [ -1 ] }, - "_132": { + "_131": { "value": [ -9223372036854775807 ] }, - "_130": { + "_129": { "value": [ 0 ] }, - "_133": { + "_132": { "value": [ -1 ] @@ -1010,28 +1076,36 @@ "onnx_Slice_1": { "function": "onnx::Slice", "args": { - "data": "_129", - "starts": "_131", - "ends": "_132", - "axes": "_130", - "steps": "_133" + "data": "_128", + "starts": "_130", + "ends": "_131", + "axes": "_129", + "steps": "_132" } } }, "output_ports": { - "_134": { + "_133": { "value": "onnx_Slice_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Transpose_135": { + "Transpose_134": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_134": { - "type": "None" + "_133": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { @@ -1044,28 +1118,36 @@ "onnx_Transpose_1": { "function": "onnx::Transpose", "args": { - "data": "_134" + "data": "_133" } } }, "output_ports": { - "_135": { + "_134": { "value": "onnx_Transpose_1", - "type": "None" + "shape": [ + 2, + 4 + ], + "type": "int64" } } }, - "Reshape_137": { + "Reshape_136": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_135": { - "type": "None" + "_134": { + "shape": [ + 2, + 4 + ], + "type": "int64" } }, "parameters": { - "_136": { + "_135": { "value": [ -1 ] @@ -1076,22 +1158,28 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_135", - "shape": "_136" + "data": "_134", + "shape": "_135" } } }, "output_ports": { - "_137": { + "_136": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Cast_138": { + "Cast_137": { "input_ports": { - "_137": { - "type": "None" + "_136": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { @@ -1101,18 +1189,21 @@ "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_137" + "input": "_136" } } }, "output_ports": { - "_138": { + "_137": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Pad_140": { + "Pad_139": { "metadata": { "color": ".3 .3 .2" }, @@ -1126,12 +1217,15 @@ ], "type": "float32" }, - "_138": { - "type": "None" + "_137": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_139": { + "_138": { "value": 0.0 }, "mode": { @@ -1141,41 +1235,29 @@ "function": "onnx::Pad", "args": { "data": "_115", - "pads": "_138", - "constant_value": "_139" + "pads": "_137", + "constant_value": "_138" } } }, "output_ports": { - "_140": { + "_139": { "value": "onnx_Pad_1", - "shape": [ - 1, - 48, - 33, - 33 - ], "type": "float32" } } }, - "Pad_142": { + "Pad_141": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_140": { - "shape": [ - 1, - 48, - 33, - 33 - ], + "_139": { "type": "float32" } }, "parameters": { - "_141": { + "_140": { "value": [ 0, 0, @@ -1193,31 +1275,28 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_140", - "pads": "_141" + "data": "_139", + "pads": "_140" } } }, "output_ports": { - "_142": { + "_141": { "value": "onnx_Pad_1", - "type": "None" + "type": "float32" } } }, - "AveragePool_143": { + "AveragePool_142": { "metadata": { "color": ".2 .3 .2" }, "input_ports": { - "_142": { - "type": "None" + "_141": { + "type": "float32" } }, "parameters": { - "ceil_mode": { - "value": 0 - }, "kernel_shape": { "value": [ 2, @@ -1241,24 +1320,18 @@ "onnx_AveragePool_1": { "function": "onnx::AveragePool", "args": { - "X": "_142" + "X": "_141" } } }, "output_ports": { - "_143": { + "_142": { "value": "onnx_AveragePool_1", - "shape": [ - 1, - 48, - 32, - 32 - ], "type": "float32" } } }, - "Conv_144": { + "Conv_143": { "metadata": { "color": ".2 .3 .5" }, @@ -1328,7 +1401,7 @@ } }, "output_ports": { - "_144": { + "_143": { "value": "onnx_Conv_1", "shape": [ 1, @@ -1340,7 +1413,7 @@ } } }, - "Unsqueeze_146": { + "Unsqueeze_145": { "metadata": { "color": ".2 .3 .3" }, @@ -1353,7 +1426,7 @@ } }, "parameters": { - "_145": { + "_144": { "value": [ 1, 2 @@ -1363,23 +1436,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu5_weight", - "axes": "_145" + "axes": "_144" } } }, "output_ports": { - "_146": { + "_145": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_147": { + "PRelu_146": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_144": { + "_143": { "shape": [ 1, 64, @@ -1388,21 +1466,26 @@ ], "type": "float32" }, - "_146": { - "type": "None" + "_145": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_144", - "slope": "_146" + "X": "_143", + "slope": "_145" } } }, "output_ports": { - "_147": { + "_146": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -1414,7 +1497,7 @@ } } }, - "Conv_148": { + "Conv_147": { "metadata": { "color": ".2 .3 .5" }, @@ -1484,7 +1567,7 @@ } }, "output_ports": { - "_148": { + "_147": { "value": "onnx_Conv_1", "shape": [ 1, @@ -1496,7 +1579,7 @@ } } }, - "Unsqueeze_150": { + "Unsqueeze_149": { "metadata": { "color": ".2 .3 .3" }, @@ -1509,7 +1592,7 @@ } }, "parameters": { - "_149": { + "_148": { "value": [ 1, 2 @@ -1519,23 +1602,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu6_weight", - "axes": "_149" + "axes": "_148" } } }, "output_ports": { - "_150": { + "_149": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_151": { + "PRelu_150": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_148": { + "_147": { "shape": [ 1, 48, @@ -1544,21 +1632,26 @@ ], "type": "float32" }, - "_150": { - "type": "None" + "_149": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_148", - "slope": "_150" + "X": "_147", + "slope": "_149" } } }, "output_ports": { - "_151": { + "_150": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -1570,12 +1663,12 @@ } } }, - "Conv_152": { + "Conv_151": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_151": { + "_150": { "shape": [ 1, 48, @@ -1633,14 +1726,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_151", + "X": "_150", "W": "conv2d7_weight", "B": "conv2d7_bias" } } }, "output_ports": { - "_152": { + "_151": { "value": "onnx_Conv_1", "shape": [ 1, @@ -1652,7 +1745,7 @@ } } }, - "Unsqueeze_154": { + "Unsqueeze_153": { "metadata": { "color": ".2 .3 .3" }, @@ -1665,7 +1758,7 @@ } }, "parameters": { - "_153": { + "_152": { "value": [ 1, 2 @@ -1675,23 +1768,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu7_weight", - "axes": "_153" + "axes": "_152" } } }, "output_ports": { - "_154": { + "_153": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_155": { + "PRelu_154": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_152": { + "_151": { "shape": [ 1, 64, @@ -1700,21 +1798,26 @@ ], "type": "float32" }, - "_154": { - "type": "None" + "_153": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_152", - "slope": "_154" + "X": "_151", + "slope": "_153" } } }, "output_ports": { - "_155": { + "_154": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -1726,12 +1829,12 @@ } } }, - "Concat_156": { + "Concat_155": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_147": { + "_146": { "shape": [ 1, 64, @@ -1749,7 +1852,7 @@ ], "type": "float32" }, - "_155": { + "_154": { "shape": [ 1, 64, @@ -1758,13 +1861,7 @@ ], "type": "float32" }, - "_143": { - "shape": [ - 1, - 48, - 32, - 32 - ], + "_142": { "type": "float32" } }, @@ -1775,35 +1872,23 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_147', '_111', '_155', '_143']" + "inputs": "['_146', '_111', '_154', '_142']" } } }, "output_ports": { - "_156": { + "_155": { "value": "onnx_Concat_1", - "shape": [ - 1, - 240, - 32, - 32 - ], "type": "float32" } } }, - "Conv_157": { + "Conv_156": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_156": { - "shape": [ - 1, - 240, - 32, - 32 - ], + "_155": { "type": "float32" }, "conv2d8_weight": { @@ -1855,14 +1940,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_156", + "X": "_155", "W": "conv2d8_weight", "B": "conv2d8_bias" } } }, "output_ports": { - "_157": { + "_156": { "value": "onnx_Conv_1", "shape": [ 1, @@ -1874,18 +1959,12 @@ } } }, - "Conv_158": { + "Conv_157": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_156": { - "shape": [ - 1, - 240, - 32, - 32 - ], + "_155": { "type": "float32" }, "conv2d9_weight": { @@ -1937,14 +2016,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_156", + "X": "_155", "W": "conv2d9_weight", "B": "conv2d9_bias" } } }, "output_ports": { - "_158": { + "_157": { "value": "onnx_Conv_1", "shape": [ 1, @@ -1956,18 +2035,12 @@ } } }, - "Conv_159": { + "Conv_158": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_156": { - "shape": [ - 1, - 240, - 32, - 32 - ], + "_155": { "type": "float32" }, "conv2d10_weight": { @@ -2019,14 +2092,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_156", + "X": "_155", "W": "conv2d10_weight", "B": "conv2d10_bias" } } }, "output_ports": { - "_159": { + "_158": { "value": "onnx_Conv_1", "shape": [ 1, @@ -2038,7 +2111,7 @@ } } }, - "Unsqueeze_161": { + "Unsqueeze_160": { "metadata": { "color": ".2 .3 .3" }, @@ -2051,7 +2124,7 @@ } }, "parameters": { - "_160": { + "_159": { "value": [ 1, 2 @@ -2061,23 +2134,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu8_weight", - "axes": "_160" + "axes": "_159" } } }, "output_ports": { - "_161": { + "_160": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_162": { + "PRelu_161": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_159": { + "_158": { "shape": [ 1, 64, @@ -2086,21 +2164,26 @@ ], "type": "float32" }, - "_161": { - "type": "None" + "_160": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_159", - "slope": "_161" + "X": "_158", + "slope": "_160" } } }, "output_ports": { - "_162": { + "_161": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -2112,12 +2195,12 @@ } } }, - "Conv_163": { + "Conv_162": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_162": { + "_161": { "shape": [ 1, 64, @@ -2175,14 +2258,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_162", + "X": "_161", "W": "conv2d11_weight", "B": "conv2d11_bias" } } }, "output_ports": { - "_163": { + "_162": { "value": "onnx_Conv_1", "shape": [ 1, @@ -2194,7 +2277,7 @@ } } }, - "Unsqueeze_165": { + "Unsqueeze_164": { "metadata": { "color": ".2 .3 .3" }, @@ -2207,7 +2290,7 @@ } }, "parameters": { - "_164": { + "_163": { "value": [ 1, 2 @@ -2217,23 +2300,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu9_weight", - "axes": "_164" + "axes": "_163" } } }, "output_ports": { - "_165": { + "_164": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_166": { + "PRelu_165": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_163": { + "_162": { "shape": [ 1, 92, @@ -2242,21 +2330,26 @@ ], "type": "float32" }, - "_165": { - "type": "None" + "_164": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_163", - "slope": "_165" + "X": "_162", + "slope": "_164" } } }, "output_ports": { - "_166": { + "_165": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -2268,7 +2361,7 @@ } } }, - "Unsqueeze_168": { + "Unsqueeze_167": { "metadata": { "color": ".2 .3 .3" }, @@ -2281,7 +2374,7 @@ } }, "parameters": { - "_167": { + "_166": { "value": [ 1, 2 @@ -2291,23 +2384,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu10_weight", - "axes": "_167" + "axes": "_166" } } }, "output_ports": { - "_168": { + "_167": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_169": { + "PRelu_168": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_157": { + "_156": { "shape": [ 1, 64, @@ -2316,21 +2414,26 @@ ], "type": "float32" }, - "_168": { - "type": "None" + "_167": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_157", - "slope": "_168" + "X": "_156", + "slope": "_167" } } }, "output_ports": { - "_169": { + "_168": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -2342,12 +2445,9 @@ } } }, - "ConcatFromSequence_171": { - "metadata": { - "color": ".3 .3 .2" - }, + "Shape_170": { "parameters": { - "_170": { + "_116": { "value": [ 0, 1, @@ -2355,58 +2455,37 @@ 1 ] }, - "axis": { - "value": 0 - }, - "new_axis": { - "value": 1 - }, - "onnx_ConcatFromSequence_1": { - "function": "onnx::ConcatFromSequence", + "onnx_Shape_1": { + "function": "onnx::Shape", "args": { - "input_sequence": "_170" + "data": "_116" } } }, "output_ports": { - "_171": { - "value": "onnx_ConcatFromSequence_1", - "type": "None" + "_170": { + "value": "onnx_Shape_1", + "shape": [ + 1 + ], + "type": "int64" } } }, - "Shape_173": { - "input_ports": { - "_171": { - "type": "None" - } - }, - "parameters": { - "onnx_Shape_1": { - "function": "onnx::Shape", - "args": { - "data": "_171" - } - } - }, - "output_ports": { - "_173": { - "value": "onnx_Shape_1", - "type": "None" - } - } - }, - "Gather_174": { - "metadata": { - "color": ".2 .3 .3" + "Gather_171": { + "metadata": { + "color": ".2 .3 .3" }, "input_ports": { - "_173": { - "type": "None" + "_170": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { - "_172": { + "_169": { "value": [ 0 ] @@ -2417,93 +2496,111 @@ "onnx_Gather_1": { "function": "onnx::Gather", "args": { - "data": "_173", - "indices": "_172" + "data": "_170", + "indices": "_169" } } }, "output_ports": { - "_174": { + "_171": { "value": "onnx_Gather_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Mul_177": { + "Mul_174": { "parameters": { - "_175": { + "_172": { "value": 4 }, - "_176": { + "_173": { "value": 2 }, "onnx_Mul_1": { "function": "onnx::Mul", "args": { - "A": "_175", - "B": "_176" + "A": "_172", + "B": "_173" } } }, "output_ports": { - "_177": { + "_174": { "value": "onnx_Mul_1", "type": "int64" } } }, - "Sub_178": { + "Sub_175": { "input_ports": { - "_177": { + "_174": { "type": "int64" }, - "_174": { - "type": "None" + "_171": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { "onnx_Sub_1": { "function": "onnx::Sub", "args": { - "A": "_177", - "B": "_174" + "A": "_174", + "B": "_171" } } }, "output_ports": { - "_178": { + "_175": { "value": "onnx_Sub_1", + "shape": [ + 1 + ], "type": "int64" } } }, - "Cast_179": { - "input_ports": { - "_171": { - "type": "None" - } - }, + "Cast_176": { "parameters": { + "_116": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "to": { "value": 7 }, "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_171" + "input": "_116" } } }, "output_ports": { - "_179": { + "_176": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "ConstantOfShape_180": { + "ConstantOfShape_177": { "input_ports": { - "_178": { + "_175": { + "shape": [ + 1 + ], "type": "int64" } }, @@ -2516,27 +2613,36 @@ "onnx_ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { - "input": "_178" + "input": "_175" } } }, "output_ports": { - "_180": { + "_177": { "value": "onnx_ConstantOfShape_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "Concat_181": { + "Concat_178": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_179": { - "type": "None" + "_176": { + "shape": [ + 4 + ], + "type": "int64" }, - "_180": { - "type": "None" + "_177": { + "shape": [ + 4 + ], + "type": "int64" } }, "parameters": { @@ -2546,28 +2652,34 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_179', '_180']" + "inputs": "['_176', '_177']" } } }, "output_ports": { - "_181": { + "_178": { "value": "onnx_Concat_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Reshape_183": { + "Reshape_180": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_181": { - "type": "None" + "_178": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_182": { + "_179": { "value": [ -1, 2 @@ -2579,44 +2691,52 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_181", - "shape": "_182" + "data": "_178", + "shape": "_179" } } }, "output_ports": { - "_183": { + "_180": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Slice_188": { + "Slice_185": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_183": { - "type": "None" + "_180": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { - "_185": { + "_182": { "value": [ -1 ] }, - "_186": { + "_183": { "value": [ -9223372036854775807 ] }, - "_184": { + "_181": { "value": [ 0 ] }, - "_187": { + "_184": { "value": [ -1 ] @@ -2624,28 +2744,36 @@ "onnx_Slice_1": { "function": "onnx::Slice", "args": { - "data": "_183", - "starts": "_185", - "ends": "_186", - "axes": "_184", - "steps": "_187" + "data": "_180", + "starts": "_182", + "ends": "_183", + "axes": "_181", + "steps": "_184" } } }, "output_ports": { - "_188": { + "_185": { "value": "onnx_Slice_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Transpose_189": { + "Transpose_186": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_188": { - "type": "None" + "_185": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { @@ -2658,28 +2786,36 @@ "onnx_Transpose_1": { "function": "onnx::Transpose", "args": { - "data": "_188" + "data": "_185" } } }, "output_ports": { - "_189": { + "_186": { "value": "onnx_Transpose_1", - "type": "None" + "shape": [ + 2, + 4 + ], + "type": "int64" } } }, - "Reshape_191": { + "Reshape_188": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_189": { - "type": "None" + "_186": { + "shape": [ + 2, + 4 + ], + "type": "int64" } }, "parameters": { - "_190": { + "_187": { "value": [ -1 ] @@ -2690,22 +2826,28 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_189", - "shape": "_190" + "data": "_186", + "shape": "_187" } } }, "output_ports": { - "_191": { + "_188": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Cast_192": { + "Cast_189": { "input_ports": { - "_191": { - "type": "None" + "_188": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { @@ -2715,23 +2857,26 @@ "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_191" + "input": "_188" } } }, "output_ports": { - "_192": { + "_189": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Pad_194": { + "Pad_191": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_169": { + "_168": { "shape": [ 1, 64, @@ -2740,12 +2885,15 @@ ], "type": "float32" }, - "_192": { - "type": "None" + "_189": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_193": { + "_190": { "value": 0.0 }, "mode": { @@ -2754,42 +2902,30 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_169", - "pads": "_192", - "constant_value": "_193" + "data": "_168", + "pads": "_189", + "constant_value": "_190" } } }, "output_ports": { - "_194": { + "_191": { "value": "onnx_Pad_1", - "shape": [ - 1, - 64, - 33, - 33 - ], "type": "float32" } } }, - "Pad_196": { + "Pad_193": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_194": { - "shape": [ - 1, - 64, - 33, - 33 - ], + "_191": { "type": "float32" } }, "parameters": { - "_195": { + "_192": { "value": [ 0, 0, @@ -2807,31 +2943,28 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_194", - "pads": "_195" + "data": "_191", + "pads": "_192" } } }, "output_ports": { - "_196": { + "_193": { "value": "onnx_Pad_1", - "type": "None" + "type": "float32" } } }, - "AveragePool_197": { + "AveragePool_194": { "metadata": { "color": ".2 .3 .2" }, "input_ports": { - "_196": { - "type": "None" + "_193": { + "type": "float32" } }, "parameters": { - "ceil_mode": { - "value": 0 - }, "kernel_shape": { "value": [ 2, @@ -2855,35 +2988,23 @@ "onnx_AveragePool_1": { "function": "onnx::AveragePool", "args": { - "X": "_196" + "X": "_193" } } }, "output_ports": { - "_197": { + "_194": { "value": "onnx_AveragePool_1", - "shape": [ - 1, - 64, - 32, - 32 - ], "type": "float32" } } }, - "Conv_198": { + "Conv_195": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_156": { - "shape": [ - 1, - 240, - 32, - 32 - ], + "_155": { "type": "float32" }, "conv2d12_weight": { @@ -2935,14 +3056,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_156", + "X": "_155", "W": "conv2d12_weight", "B": "conv2d12_bias" } } }, "output_ports": { - "_198": { + "_195": { "value": "onnx_Conv_1", "shape": [ 1, @@ -2954,7 +3075,7 @@ } } }, - "Unsqueeze_200": { + "Unsqueeze_197": { "metadata": { "color": ".2 .3 .3" }, @@ -2967,7 +3088,7 @@ } }, "parameters": { - "_199": { + "_196": { "value": [ 1, 2 @@ -2977,23 +3098,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu11_weight", - "axes": "_199" + "axes": "_196" } } }, "output_ports": { - "_200": { + "_197": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_201": { + "PRelu_198": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_198": { + "_195": { "shape": [ 1, 64, @@ -3002,21 +3128,26 @@ ], "type": "float32" }, - "_200": { - "type": "None" + "_197": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_198", - "slope": "_200" + "X": "_195", + "slope": "_197" } } }, "output_ports": { - "_201": { + "_198": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -3028,12 +3159,12 @@ } } }, - "Conv_202": { + "Conv_199": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_201": { + "_198": { "shape": [ 1, 64, @@ -3091,14 +3222,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_201", + "X": "_198", "W": "conv2d13_weight", "B": "conv2d13_bias" } } }, "output_ports": { - "_202": { + "_199": { "value": "onnx_Conv_1", "shape": [ 1, @@ -3110,7 +3241,7 @@ } } }, - "Unsqueeze_204": { + "Unsqueeze_201": { "metadata": { "color": ".2 .3 .3" }, @@ -3123,7 +3254,7 @@ } }, "parameters": { - "_203": { + "_200": { "value": [ 1, 2 @@ -3133,23 +3264,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu12_weight", - "axes": "_203" + "axes": "_200" } } }, "output_ports": { - "_204": { + "_201": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_205": { + "PRelu_202": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_202": { + "_199": { "shape": [ 1, 92, @@ -3158,21 +3294,26 @@ ], "type": "float32" }, - "_204": { - "type": "None" + "_201": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_202", - "slope": "_204" + "X": "_199", + "slope": "_201" } } }, "output_ports": { - "_205": { + "_202": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -3184,7 +3325,7 @@ } } }, - "Unsqueeze_207": { + "Unsqueeze_204": { "metadata": { "color": ".2 .3 .3" }, @@ -3197,7 +3338,7 @@ } }, "parameters": { - "_206": { + "_203": { "value": [ 1, 2 @@ -3207,23 +3348,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu13_weight", - "axes": "_206" + "axes": "_203" } } }, "output_ports": { - "_207": { + "_204": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_208": { + "PRelu_205": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_158": { + "_157": { "shape": [ 1, 92, @@ -3232,21 +3378,26 @@ ], "type": "float32" }, - "_207": { - "type": "None" + "_204": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_158", - "slope": "_207" + "X": "_157", + "slope": "_204" } } }, "output_ports": { - "_208": { + "_205": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -3258,12 +3409,12 @@ } } }, - "Concat_209": { + "Concat_206": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_208": { + "_205": { "shape": [ 1, 92, @@ -3272,7 +3423,7 @@ ], "type": "float32" }, - "_205": { + "_202": { "shape": [ 1, 92, @@ -3281,7 +3432,7 @@ ], "type": "float32" }, - "_166": { + "_165": { "shape": [ 1, 92, @@ -3290,13 +3441,7 @@ ], "type": "float32" }, - "_197": { - "shape": [ - 1, - 64, - 32, - 32 - ], + "_194": { "type": "float32" } }, @@ -3307,40 +3452,28 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_208', '_205', '_166', '_197']" + "inputs": "['_205', '_202', '_165', '_194']" } } }, "output_ports": { - "_209": { + "_206": { "value": "onnx_Concat_1", - "shape": [ - 1, - 340, - 32, - 32 - ], "type": "float32" } } }, - "Pad_211": { + "Pad_208": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_209": { - "shape": [ - 1, - 340, - 32, - 32 - ], + "_206": { "type": "float32" } }, "parameters": { - "_210": { + "_207": { "value": [ 0, 0, @@ -3358,31 +3491,28 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_209", - "pads": "_210" + "data": "_206", + "pads": "_207" } } }, "output_ports": { - "_211": { + "_208": { "value": "onnx_Pad_1", - "type": "None" + "type": "float32" } } }, - "AveragePool_212": { + "AveragePool_209": { "metadata": { "color": ".2 .3 .2" }, "input_ports": { - "_211": { - "type": "None" + "_208": { + "type": "float32" } }, "parameters": { - "ceil_mode": { - "value": 0 - }, "kernel_shape": { "value": [ 2, @@ -3406,35 +3536,23 @@ "onnx_AveragePool_1": { "function": "onnx::AveragePool", "args": { - "X": "_211" + "X": "_208" } } }, "output_ports": { - "_212": { + "_209": { "value": "onnx_AveragePool_1", - "shape": [ - 1, - 340, - 16, - 16 - ], "type": "float32" } } }, - "Conv_213": { + "Conv_210": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_212": { - "shape": [ - 1, - 340, - 16, - 16 - ], + "_209": { "type": "float32" }, "conv2d14_weight": { @@ -3486,14 +3604,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_212", + "X": "_209", "W": "conv2d14_weight", "B": "conv2d14_bias" } } }, "output_ports": { - "_213": { + "_210": { "value": "onnx_Conv_1", "shape": [ 1, @@ -3505,7 +3623,7 @@ } } }, - "Unsqueeze_215": { + "Unsqueeze_212": { "metadata": { "color": ".2 .3 .3" }, @@ -3518,7 +3636,7 @@ } }, "parameters": { - "_214": { + "_211": { "value": [ 1, 2 @@ -3528,23 +3646,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu14_weight", - "axes": "_214" + "axes": "_211" } } }, "output_ports": { - "_215": { + "_212": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_216": { + "PRelu_213": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_213": { + "_210": { "shape": [ 1, 92, @@ -3553,21 +3676,26 @@ ], "type": "float32" }, - "_215": { - "type": "None" + "_212": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_213", - "slope": "_215" + "X": "_210", + "slope": "_212" } } }, "output_ports": { - "_216": { + "_213": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -3579,12 +3707,12 @@ } } }, - "Conv_217": { + "Conv_214": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_216": { + "_213": { "shape": [ 1, 92, @@ -3642,14 +3770,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_216", + "X": "_213", "W": "conv2d15_weight", "B": "conv2d15_bias" } } }, "output_ports": { - "_217": { + "_214": { "value": "onnx_Conv_1", "shape": [ 1, @@ -3661,7 +3789,7 @@ } } }, - "Unsqueeze_219": { + "Unsqueeze_216": { "metadata": { "color": ".2 .3 .3" }, @@ -3674,7 +3802,7 @@ } }, "parameters": { - "_218": { + "_215": { "value": [ 1, 2 @@ -3684,23 +3812,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu15_weight", - "axes": "_218" + "axes": "_215" } } }, "output_ports": { - "_219": { + "_216": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_220": { + "PRelu_217": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_217": { + "_214": { "shape": [ 1, 128, @@ -3709,21 +3842,26 @@ ], "type": "float32" }, - "_219": { - "type": "None" + "_216": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_217", - "slope": "_219" + "X": "_214", + "slope": "_216" } } }, "output_ports": { - "_220": { + "_217": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -3735,18 +3873,12 @@ } } }, - "Conv_221": { + "Conv_218": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_212": { - "shape": [ - 1, - 340, - 16, - 16 - ], + "_209": { "type": "float32" }, "conv2d16_weight": { @@ -3798,14 +3930,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_212", + "X": "_209", "W": "conv2d16_weight", "B": "conv2d16_bias" } } }, "output_ports": { - "_221": { + "_218": { "value": "onnx_Conv_1", "shape": [ 1, @@ -3817,7 +3949,7 @@ } } }, - "Unsqueeze_223": { + "Unsqueeze_220": { "metadata": { "color": ".2 .3 .3" }, @@ -3830,7 +3962,7 @@ } }, "parameters": { - "_222": { + "_219": { "value": [ 1, 2 @@ -3840,23 +3972,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu16_weight", - "axes": "_222" + "axes": "_219" } } }, "output_ports": { - "_223": { + "_220": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_224": { + "PRelu_221": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_221": { + "_218": { "shape": [ 1, 128, @@ -3865,21 +4002,26 @@ ], "type": "float32" }, - "_223": { - "type": "None" + "_220": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_221", - "slope": "_223" + "X": "_218", + "slope": "_220" } } }, "output_ports": { - "_224": { + "_221": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -3891,18 +4033,12 @@ } } }, - "Conv_225": { + "Conv_222": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_212": { - "shape": [ - 1, - 340, - 16, - 16 - ], + "_209": { "type": "float32" }, "conv2d17_weight": { @@ -3954,14 +4090,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_212", + "X": "_209", "W": "conv2d17_weight", "B": "conv2d17_bias" } } }, "output_ports": { - "_225": { + "_222": { "value": "onnx_Conv_1", "shape": [ 1, @@ -3973,7 +4109,7 @@ } } }, - "Unsqueeze_227": { + "Unsqueeze_224": { "metadata": { "color": ".2 .3 .3" }, @@ -3986,7 +4122,7 @@ } }, "parameters": { - "_226": { + "_223": { "value": [ 1, 2 @@ -3996,23 +4132,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu17_weight", - "axes": "_226" + "axes": "_223" } } }, "output_ports": { - "_227": { + "_224": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_228": { + "PRelu_225": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_225": { + "_222": { "shape": [ 1, 92, @@ -4021,21 +4162,26 @@ ], "type": "float32" }, - "_227": { - "type": "None" + "_224": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_225", - "slope": "_227" + "X": "_222", + "slope": "_224" } } }, "output_ports": { - "_228": { + "_225": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -4047,12 +4193,9 @@ } } }, - "ConcatFromSequence_230": { - "metadata": { - "color": ".3 .3 .2" - }, + "Shape_227": { "parameters": { - "_229": { + "_116": { "value": [ 0, 1, @@ -4060,58 +4203,37 @@ 1 ] }, - "axis": { - "value": 0 - }, - "new_axis": { - "value": 1 - }, - "onnx_ConcatFromSequence_1": { - "function": "onnx::ConcatFromSequence", - "args": { - "input_sequence": "_229" - } - } - }, - "output_ports": { - "_230": { - "value": "onnx_ConcatFromSequence_1", - "type": "None" - } - } - }, - "Shape_232": { - "input_ports": { - "_230": { - "type": "None" - } - }, - "parameters": { "onnx_Shape_1": { "function": "onnx::Shape", "args": { - "data": "_230" + "data": "_116" } } }, "output_ports": { - "_232": { + "_227": { "value": "onnx_Shape_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Gather_233": { + "Gather_228": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_232": { - "type": "None" + "_227": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { - "_231": { + "_226": { "value": [ 0 ] @@ -4122,93 +4244,111 @@ "onnx_Gather_1": { "function": "onnx::Gather", "args": { - "data": "_232", - "indices": "_231" + "data": "_227", + "indices": "_226" } } }, "output_ports": { - "_233": { + "_228": { "value": "onnx_Gather_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Mul_236": { + "Mul_231": { "parameters": { - "_234": { + "_229": { "value": 4 }, - "_235": { + "_230": { "value": 2 }, "onnx_Mul_1": { "function": "onnx::Mul", "args": { - "A": "_234", - "B": "_235" + "A": "_229", + "B": "_230" } } }, "output_ports": { - "_236": { + "_231": { "value": "onnx_Mul_1", "type": "int64" } } }, - "Sub_237": { + "Sub_232": { "input_ports": { - "_236": { + "_231": { "type": "int64" }, - "_233": { - "type": "None" + "_228": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { "onnx_Sub_1": { "function": "onnx::Sub", "args": { - "A": "_236", - "B": "_233" + "A": "_231", + "B": "_228" } } }, "output_ports": { - "_237": { + "_232": { "value": "onnx_Sub_1", + "shape": [ + 1 + ], "type": "int64" } } }, - "Cast_238": { - "input_ports": { - "_230": { - "type": "None" - } - }, + "Cast_233": { "parameters": { + "_116": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "to": { "value": 7 }, "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_230" + "input": "_116" } } }, "output_ports": { - "_238": { + "_233": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "ConstantOfShape_239": { + "ConstantOfShape_234": { "input_ports": { - "_237": { + "_232": { + "shape": [ + 1 + ], "type": "int64" } }, @@ -4221,27 +4361,36 @@ "onnx_ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { - "input": "_237" + "input": "_232" } } }, "output_ports": { - "_239": { + "_234": { "value": "onnx_ConstantOfShape_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "Concat_240": { + "Concat_235": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_238": { - "type": "None" + "_233": { + "shape": [ + 4 + ], + "type": "int64" }, - "_239": { - "type": "None" + "_234": { + "shape": [ + 4 + ], + "type": "int64" } }, "parameters": { @@ -4251,28 +4400,34 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_238', '_239']" + "inputs": "['_233', '_234']" } } }, "output_ports": { - "_240": { + "_235": { "value": "onnx_Concat_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Reshape_242": { + "Reshape_237": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_240": { - "type": "None" + "_235": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_241": { + "_236": { "value": [ -1, 2 @@ -4284,44 +4439,52 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_240", - "shape": "_241" + "data": "_235", + "shape": "_236" } } }, "output_ports": { - "_242": { + "_237": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Slice_247": { + "Slice_242": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_242": { - "type": "None" + "_237": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { - "_244": { + "_239": { "value": [ -1 ] }, - "_245": { + "_240": { "value": [ -9223372036854775807 ] }, - "_243": { + "_238": { "value": [ 0 ] }, - "_246": { + "_241": { "value": [ -1 ] @@ -4329,28 +4492,36 @@ "onnx_Slice_1": { "function": "onnx::Slice", "args": { - "data": "_242", - "starts": "_244", - "ends": "_245", - "axes": "_243", - "steps": "_246" + "data": "_237", + "starts": "_239", + "ends": "_240", + "axes": "_238", + "steps": "_241" } } }, "output_ports": { - "_247": { + "_242": { "value": "onnx_Slice_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Transpose_248": { + "Transpose_243": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_247": { - "type": "None" + "_242": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { @@ -4363,28 +4534,36 @@ "onnx_Transpose_1": { "function": "onnx::Transpose", "args": { - "data": "_247" + "data": "_242" } } }, "output_ports": { - "_248": { + "_243": { "value": "onnx_Transpose_1", - "type": "None" + "shape": [ + 2, + 4 + ], + "type": "int64" } } }, - "Reshape_250": { + "Reshape_245": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_248": { - "type": "None" + "_243": { + "shape": [ + 2, + 4 + ], + "type": "int64" } }, "parameters": { - "_249": { + "_244": { "value": [ -1 ] @@ -4395,22 +4574,28 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_248", - "shape": "_249" + "data": "_243", + "shape": "_244" } } }, "output_ports": { - "_250": { + "_245": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Cast_251": { + "Cast_246": { "input_ports": { - "_250": { - "type": "None" + "_245": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { @@ -4420,23 +4605,26 @@ "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_250" + "input": "_245" } } }, "output_ports": { - "_251": { + "_246": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Pad_253": { + "Pad_248": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_228": { + "_225": { "shape": [ 1, 92, @@ -4445,12 +4633,15 @@ ], "type": "float32" }, - "_251": { - "type": "None" + "_246": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_252": { + "_247": { "value": 0.0 }, "mode": { @@ -4459,42 +4650,30 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_228", - "pads": "_251", - "constant_value": "_252" + "data": "_225", + "pads": "_246", + "constant_value": "_247" } } }, "output_ports": { - "_253": { + "_248": { "value": "onnx_Pad_1", - "shape": [ - 1, - 92, - 17, - 17 - ], "type": "float32" } } }, - "Pad_255": { + "Pad_250": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_253": { - "shape": [ - 1, - 92, - 17, - 17 - ], + "_248": { "type": "float32" } }, "parameters": { - "_254": { + "_249": { "value": [ 0, 0, @@ -4512,31 +4691,28 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_253", - "pads": "_254" + "data": "_248", + "pads": "_249" } } }, "output_ports": { - "_255": { + "_250": { "value": "onnx_Pad_1", - "type": "None" + "type": "float32" } } }, - "AveragePool_256": { + "AveragePool_251": { "metadata": { "color": ".2 .3 .2" }, "input_ports": { - "_255": { - "type": "None" + "_250": { + "type": "float32" } }, "parameters": { - "ceil_mode": { - "value": 0 - }, "kernel_shape": { "value": [ 2, @@ -4560,35 +4736,23 @@ "onnx_AveragePool_1": { "function": "onnx::AveragePool", "args": { - "X": "_255" + "X": "_250" } } }, "output_ports": { - "_256": { + "_251": { "value": "onnx_AveragePool_1", - "shape": [ - 1, - 92, - 16, - 16 - ], "type": "float32" } } }, - "Conv_257": { + "Conv_252": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_212": { - "shape": [ - 1, - 340, - 16, - 16 - ], + "_209": { "type": "float32" }, "conv2d18_weight": { @@ -4640,14 +4804,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_212", + "X": "_209", "W": "conv2d18_weight", "B": "conv2d18_bias" } } }, "output_ports": { - "_257": { + "_252": { "value": "onnx_Conv_1", "shape": [ 1, @@ -4659,7 +4823,7 @@ } } }, - "Unsqueeze_259": { + "Unsqueeze_254": { "metadata": { "color": ".2 .3 .3" }, @@ -4672,7 +4836,7 @@ } }, "parameters": { - "_258": { + "_253": { "value": [ 1, 2 @@ -4682,23 +4846,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu18_weight", - "axes": "_258" + "axes": "_253" } } }, "output_ports": { - "_259": { + "_254": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_260": { + "PRelu_255": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_257": { + "_252": { "shape": [ 1, 92, @@ -4707,21 +4876,26 @@ ], "type": "float32" }, - "_259": { - "type": "None" + "_254": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_257", - "slope": "_259" + "X": "_252", + "slope": "_254" } } }, "output_ports": { - "_260": { + "_255": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -4733,12 +4907,12 @@ } } }, - "Conv_261": { + "Conv_256": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_260": { + "_255": { "shape": [ 1, 92, @@ -4796,14 +4970,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_260", + "X": "_255", "W": "conv2d19_weight", "B": "conv2d19_bias" } } }, "output_ports": { - "_261": { + "_256": { "value": "onnx_Conv_1", "shape": [ 1, @@ -4815,7 +4989,7 @@ } } }, - "Unsqueeze_263": { + "Unsqueeze_258": { "metadata": { "color": ".2 .3 .3" }, @@ -4828,7 +5002,7 @@ } }, "parameters": { - "_262": { + "_257": { "value": [ 1, 2 @@ -4838,23 +5012,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu19_weight", - "axes": "_262" + "axes": "_257" } } }, "output_ports": { - "_263": { + "_258": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_264": { + "PRelu_259": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_261": { + "_256": { "shape": [ 1, 128, @@ -4863,21 +5042,26 @@ ], "type": "float32" }, - "_263": { - "type": "None" + "_258": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_261", - "slope": "_263" + "X": "_256", + "slope": "_258" } } }, "output_ports": { - "_264": { + "_259": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -4889,12 +5073,12 @@ } } }, - "Concat_265": { + "Concat_260": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_224": { + "_221": { "shape": [ 1, 128, @@ -4903,7 +5087,7 @@ ], "type": "float32" }, - "_264": { + "_259": { "shape": [ 1, 128, @@ -4912,7 +5096,7 @@ ], "type": "float32" }, - "_220": { + "_217": { "shape": [ 1, 128, @@ -4921,13 +5105,7 @@ ], "type": "float32" }, - "_256": { - "shape": [ - 1, - 92, - 16, - 16 - ], + "_251": { "type": "float32" } }, @@ -4938,35 +5116,23 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_224', '_264', '_220', '_256']" + "inputs": "['_221', '_259', '_217', '_251']" } } }, "output_ports": { - "_265": { + "_260": { "value": "onnx_Concat_1", - "shape": [ - 1, - 476, - 16, - 16 - ], "type": "float32" } } }, - "Conv_266": { + "Conv_261": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_265": { - "shape": [ - 1, - 476, - 16, - 16 - ], + "_260": { "type": "float32" }, "conv2d20_weight": { @@ -5018,14 +5184,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_265", + "X": "_260", "W": "conv2d20_weight", "B": "conv2d20_bias" } } }, "output_ports": { - "_266": { + "_261": { "value": "onnx_Conv_1", "shape": [ 1, @@ -5037,7 +5203,7 @@ } } }, - "Unsqueeze_268": { + "Unsqueeze_263": { "metadata": { "color": ".2 .3 .3" }, @@ -5050,7 +5216,7 @@ } }, "parameters": { - "_267": { + "_262": { "value": [ 1, 2 @@ -5060,23 +5226,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu20_weight", - "axes": "_267" + "axes": "_262" } } }, "output_ports": { - "_268": { + "_263": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_269": { + "PRelu_264": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_266": { + "_261": { "shape": [ 1, 92, @@ -5085,21 +5256,26 @@ ], "type": "float32" }, - "_268": { - "type": "None" + "_263": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_266", - "slope": "_268" + "X": "_261", + "slope": "_263" } } }, "output_ports": { - "_269": { + "_264": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -5111,12 +5287,12 @@ } } }, - "Conv_270": { + "Conv_265": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_269": { + "_264": { "shape": [ 1, 92, @@ -5174,14 +5350,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_269", + "X": "_264", "W": "conv2d21_weight", "B": "conv2d21_bias" } } }, "output_ports": { - "_270": { + "_265": { "value": "onnx_Conv_1", "shape": [ 1, @@ -5193,7 +5369,7 @@ } } }, - "Unsqueeze_272": { + "Unsqueeze_267": { "metadata": { "color": ".2 .3 .3" }, @@ -5206,7 +5382,7 @@ } }, "parameters": { - "_271": { + "_266": { "value": [ 1, 2 @@ -5216,23 +5392,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu21_weight", - "axes": "_271" + "axes": "_266" } } }, "output_ports": { - "_272": { + "_267": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_273": { + "PRelu_268": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_270": { + "_265": { "shape": [ 1, 128, @@ -5241,21 +5422,26 @@ ], "type": "float32" }, - "_272": { - "type": "None" + "_267": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_270", - "slope": "_272" + "X": "_265", + "slope": "_267" } } }, "output_ports": { - "_273": { + "_268": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -5267,18 +5453,12 @@ } } }, - "Conv_274": { + "Conv_269": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_265": { - "shape": [ - 1, - 476, - 16, - 16 - ], + "_260": { "type": "float32" }, "conv2d22_weight": { @@ -5330,14 +5510,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_265", + "X": "_260", "W": "conv2d22_weight", "B": "conv2d22_bias" } } }, "output_ports": { - "_274": { + "_269": { "value": "onnx_Conv_1", "shape": [ 1, @@ -5349,7 +5529,7 @@ } } }, - "Unsqueeze_276": { + "Unsqueeze_271": { "metadata": { "color": ".2 .3 .3" }, @@ -5362,7 +5542,7 @@ } }, "parameters": { - "_275": { + "_270": { "value": [ 1, 2 @@ -5372,23 +5552,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu22_weight", - "axes": "_275" + "axes": "_270" } } }, "output_ports": { - "_276": { + "_271": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_277": { + "PRelu_272": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_274": { + "_269": { "shape": [ 1, 92, @@ -5397,21 +5582,26 @@ ], "type": "float32" }, - "_276": { - "type": "None" + "_271": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_274", - "slope": "_276" + "X": "_269", + "slope": "_271" } } }, "output_ports": { - "_277": { + "_272": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -5423,12 +5613,9 @@ } } }, - "ConcatFromSequence_279": { - "metadata": { - "color": ".3 .3 .2" - }, + "Shape_274": { "parameters": { - "_278": { + "_116": { "value": [ 0, 1, @@ -5436,58 +5623,37 @@ 1 ] }, - "axis": { - "value": 0 - }, - "new_axis": { - "value": 1 - }, - "onnx_ConcatFromSequence_1": { - "function": "onnx::ConcatFromSequence", - "args": { - "input_sequence": "_278" - } - } - }, - "output_ports": { - "_279": { - "value": "onnx_ConcatFromSequence_1", - "type": "None" - } - } - }, - "Shape_281": { - "input_ports": { - "_279": { - "type": "None" - } - }, - "parameters": { "onnx_Shape_1": { "function": "onnx::Shape", "args": { - "data": "_279" + "data": "_116" } } }, "output_ports": { - "_281": { + "_274": { "value": "onnx_Shape_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Gather_282": { + "Gather_275": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_281": { - "type": "None" + "_274": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { - "_280": { + "_273": { "value": [ 0 ] @@ -5498,93 +5664,111 @@ "onnx_Gather_1": { "function": "onnx::Gather", "args": { - "data": "_281", - "indices": "_280" + "data": "_274", + "indices": "_273" } } }, "output_ports": { - "_282": { + "_275": { "value": "onnx_Gather_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Mul_285": { + "Mul_278": { "parameters": { - "_283": { + "_276": { "value": 4 }, - "_284": { + "_277": { "value": 2 }, "onnx_Mul_1": { "function": "onnx::Mul", "args": { - "A": "_283", - "B": "_284" + "A": "_276", + "B": "_277" } } }, "output_ports": { - "_285": { + "_278": { "value": "onnx_Mul_1", "type": "int64" } } }, - "Sub_286": { + "Sub_279": { "input_ports": { - "_285": { + "_278": { "type": "int64" }, - "_282": { - "type": "None" + "_275": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { "onnx_Sub_1": { "function": "onnx::Sub", "args": { - "A": "_285", - "B": "_282" + "A": "_278", + "B": "_275" } } }, "output_ports": { - "_286": { + "_279": { "value": "onnx_Sub_1", + "shape": [ + 1 + ], "type": "int64" } } }, - "Cast_287": { - "input_ports": { - "_279": { - "type": "None" - } - }, + "Cast_280": { "parameters": { + "_116": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "to": { "value": 7 }, "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_279" + "input": "_116" } } }, "output_ports": { - "_287": { + "_280": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "ConstantOfShape_288": { + "ConstantOfShape_281": { "input_ports": { - "_286": { + "_279": { + "shape": [ + 1 + ], "type": "int64" } }, @@ -5597,27 +5781,36 @@ "onnx_ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { - "input": "_286" + "input": "_279" } } }, "output_ports": { - "_288": { + "_281": { "value": "onnx_ConstantOfShape_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "Concat_289": { + "Concat_282": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_287": { - "type": "None" + "_280": { + "shape": [ + 4 + ], + "type": "int64" }, - "_288": { - "type": "None" + "_281": { + "shape": [ + 4 + ], + "type": "int64" } }, "parameters": { @@ -5627,28 +5820,34 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_287', '_288']" + "inputs": "['_280', '_281']" } } }, "output_ports": { - "_289": { + "_282": { "value": "onnx_Concat_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Reshape_291": { + "Reshape_284": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_289": { - "type": "None" + "_282": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_290": { + "_283": { "value": [ -1, 2 @@ -5660,44 +5859,52 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_289", - "shape": "_290" + "data": "_282", + "shape": "_283" } } }, "output_ports": { - "_291": { + "_284": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Slice_296": { + "Slice_289": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_291": { - "type": "None" + "_284": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { - "_293": { + "_286": { "value": [ -1 ] }, - "_294": { + "_287": { "value": [ -9223372036854775807 ] }, - "_292": { + "_285": { "value": [ 0 ] }, - "_295": { + "_288": { "value": [ -1 ] @@ -5705,28 +5912,36 @@ "onnx_Slice_1": { "function": "onnx::Slice", "args": { - "data": "_291", - "starts": "_293", - "ends": "_294", - "axes": "_292", - "steps": "_295" + "data": "_284", + "starts": "_286", + "ends": "_287", + "axes": "_285", + "steps": "_288" } } }, "output_ports": { - "_296": { + "_289": { "value": "onnx_Slice_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Transpose_297": { + "Transpose_290": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_296": { - "type": "None" + "_289": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { @@ -5739,28 +5954,36 @@ "onnx_Transpose_1": { "function": "onnx::Transpose", "args": { - "data": "_296" + "data": "_289" } } }, "output_ports": { - "_297": { + "_290": { "value": "onnx_Transpose_1", - "type": "None" + "shape": [ + 2, + 4 + ], + "type": "int64" } } }, - "Reshape_299": { + "Reshape_292": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_297": { - "type": "None" + "_290": { + "shape": [ + 2, + 4 + ], + "type": "int64" } }, "parameters": { - "_298": { + "_291": { "value": [ -1 ] @@ -5771,22 +5994,28 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_297", - "shape": "_298" + "data": "_290", + "shape": "_291" } } }, "output_ports": { - "_299": { + "_292": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Cast_300": { + "Cast_293": { "input_ports": { - "_299": { - "type": "None" + "_292": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { @@ -5796,23 +6025,26 @@ "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_299" + "input": "_292" } } }, "output_ports": { - "_300": { + "_293": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Pad_302": { + "Pad_295": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_277": { + "_272": { "shape": [ 1, 92, @@ -5821,12 +6053,15 @@ ], "type": "float32" }, - "_300": { - "type": "None" + "_293": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_301": { + "_294": { "value": 0.0 }, "mode": { @@ -5835,42 +6070,30 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_277", - "pads": "_300", - "constant_value": "_301" + "data": "_272", + "pads": "_293", + "constant_value": "_294" } } }, "output_ports": { - "_302": { + "_295": { "value": "onnx_Pad_1", - "shape": [ - 1, - 92, - 17, - 17 - ], "type": "float32" } } }, - "Pad_304": { + "Pad_297": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_302": { - "shape": [ - 1, - 92, - 17, - 17 - ], + "_295": { "type": "float32" } }, "parameters": { - "_303": { + "_296": { "value": [ 0, 0, @@ -5888,31 +6111,28 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_302", - "pads": "_303" + "data": "_295", + "pads": "_296" } } }, "output_ports": { - "_304": { + "_297": { "value": "onnx_Pad_1", - "type": "None" + "type": "float32" } } }, - "AveragePool_305": { + "AveragePool_298": { "metadata": { "color": ".2 .3 .2" }, "input_ports": { - "_304": { - "type": "None" + "_297": { + "type": "float32" } }, "parameters": { - "ceil_mode": { - "value": 0 - }, "kernel_shape": { "value": [ 2, @@ -5936,35 +6156,23 @@ "onnx_AveragePool_1": { "function": "onnx::AveragePool", "args": { - "X": "_304" + "X": "_297" } } }, "output_ports": { - "_305": { + "_298": { "value": "onnx_AveragePool_1", - "shape": [ - 1, - 92, - 16, - 16 - ], "type": "float32" } } }, - "Conv_306": { + "Conv_299": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_265": { - "shape": [ - 1, - 476, - 16, - 16 - ], + "_260": { "type": "float32" }, "conv2d23_weight": { @@ -6016,14 +6224,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_265", + "X": "_260", "W": "conv2d23_weight", "B": "conv2d23_bias" } } }, "output_ports": { - "_306": { + "_299": { "value": "onnx_Conv_1", "shape": [ 1, @@ -6035,7 +6243,7 @@ } } }, - "Unsqueeze_308": { + "Unsqueeze_301": { "metadata": { "color": ".2 .3 .3" }, @@ -6048,7 +6256,7 @@ } }, "parameters": { - "_307": { + "_300": { "value": [ 1, 2 @@ -6058,23 +6266,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu23_weight", - "axes": "_307" + "axes": "_300" } } }, "output_ports": { - "_308": { + "_301": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_309": { + "PRelu_302": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_306": { + "_299": { "shape": [ 1, 92, @@ -6083,21 +6296,26 @@ ], "type": "float32" }, - "_308": { - "type": "None" + "_301": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_306", - "slope": "_308" + "X": "_299", + "slope": "_301" } } }, "output_ports": { - "_309": { + "_302": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -6109,12 +6327,12 @@ } } }, - "Conv_310": { + "Conv_303": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_309": { + "_302": { "shape": [ 1, 92, @@ -6172,14 +6390,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_309", + "X": "_302", "W": "conv2d24_weight", "B": "conv2d24_bias" } } }, "output_ports": { - "_310": { + "_303": { "value": "onnx_Conv_1", "shape": [ 1, @@ -6191,7 +6409,7 @@ } } }, - "Unsqueeze_312": { + "Unsqueeze_305": { "metadata": { "color": ".2 .3 .3" }, @@ -6204,7 +6422,7 @@ } }, "parameters": { - "_311": { + "_304": { "value": [ 1, 2 @@ -6214,23 +6432,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu24_weight", - "axes": "_311" + "axes": "_304" } } }, "output_ports": { - "_312": { + "_305": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_313": { + "PRelu_306": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_310": { + "_303": { "shape": [ 1, 128, @@ -6239,21 +6462,26 @@ ], "type": "float32" }, - "_312": { - "type": "None" + "_305": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_310", - "slope": "_312" + "X": "_303", + "slope": "_305" } } }, "output_ports": { - "_313": { + "_306": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -6265,18 +6493,12 @@ } } }, - "Conv_314": { + "Conv_307": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_265": { - "shape": [ - 1, - 476, - 16, - 16 - ], + "_260": { "type": "float32" }, "conv2d25_weight": { @@ -6328,14 +6550,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_265", + "X": "_260", "W": "conv2d25_weight", "B": "conv2d25_bias" } } }, "output_ports": { - "_314": { + "_307": { "value": "onnx_Conv_1", "shape": [ 1, @@ -6347,7 +6569,7 @@ } } }, - "Unsqueeze_316": { + "Unsqueeze_309": { "metadata": { "color": ".2 .3 .3" }, @@ -6360,7 +6582,7 @@ } }, "parameters": { - "_315": { + "_308": { "value": [ 1, 2 @@ -6370,23 +6592,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu25_weight", - "axes": "_315" + "axes": "_308" } } }, "output_ports": { - "_316": { + "_309": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_317": { + "PRelu_310": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_314": { + "_307": { "shape": [ 1, 128, @@ -6395,21 +6622,26 @@ ], "type": "float32" }, - "_316": { - "type": "None" + "_309": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_314", - "slope": "_316" + "X": "_307", + "slope": "_309" } } }, "output_ports": { - "_317": { + "_310": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -6421,12 +6653,12 @@ } } }, - "Concat_318": { + "Concat_311": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_317": { + "_310": { "shape": [ 1, 128, @@ -6435,7 +6667,7 @@ ], "type": "float32" }, - "_273": { + "_268": { "shape": [ 1, 128, @@ -6444,7 +6676,7 @@ ], "type": "float32" }, - "_313": { + "_306": { "shape": [ 1, 128, @@ -6453,13 +6685,7 @@ ], "type": "float32" }, - "_305": { - "shape": [ - 1, - 92, - 16, - 16 - ], + "_298": { "type": "float32" } }, @@ -6470,40 +6696,28 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_317', '_273', '_313', '_305']" + "inputs": "['_310', '_268', '_306', '_298']" } } }, "output_ports": { - "_318": { + "_311": { "value": "onnx_Concat_1", - "shape": [ - 1, - 476, - 16, - 16 - ], "type": "float32" } } }, - "Pad_320": { + "Pad_313": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_318": { - "shape": [ - 1, - 476, - 16, - 16 - ], + "_311": { "type": "float32" } }, "parameters": { - "_319": { + "_312": { "value": [ 0, 0, @@ -6521,31 +6735,28 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_318", - "pads": "_319" + "data": "_311", + "pads": "_312" } } }, "output_ports": { - "_320": { + "_313": { "value": "onnx_Pad_1", - "type": "None" + "type": "float32" } } }, - "AveragePool_321": { + "AveragePool_314": { "metadata": { "color": ".2 .3 .2" }, "input_ports": { - "_320": { - "type": "None" + "_313": { + "type": "float32" } }, "parameters": { - "ceil_mode": { - "value": 0 - }, "kernel_shape": { "value": [ 2, @@ -6569,35 +6780,23 @@ "onnx_AveragePool_1": { "function": "onnx::AveragePool", "args": { - "X": "_320" + "X": "_313" } } }, "output_ports": { - "_321": { + "_314": { "value": "onnx_AveragePool_1", - "shape": [ - 1, - 476, - 8, - 8 - ], "type": "float32" } } }, - "Conv_322": { + "Conv_315": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_321": { - "shape": [ - 1, - 476, - 8, - 8 - ], + "_314": { "type": "float32" }, "conv2d26_weight": { @@ -6649,14 +6848,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_321", + "X": "_314", "W": "conv2d26_weight", "B": "conv2d26_bias" } } }, "output_ports": { - "_322": { + "_315": { "value": "onnx_Conv_1", "shape": [ 1, @@ -6668,7 +6867,7 @@ } } }, - "Unsqueeze_324": { + "Unsqueeze_317": { "metadata": { "color": ".2 .3 .3" }, @@ -6681,7 +6880,7 @@ } }, "parameters": { - "_323": { + "_316": { "value": [ 1, 2 @@ -6691,23 +6890,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu26_weight", - "axes": "_323" + "axes": "_316" } } }, "output_ports": { - "_324": { + "_317": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_325": { + "PRelu_318": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_322": { + "_315": { "shape": [ 1, 92, @@ -6716,21 +6920,26 @@ ], "type": "float32" }, - "_324": { - "type": "None" + "_317": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_322", - "slope": "_324" + "X": "_315", + "slope": "_317" } } }, "output_ports": { - "_325": { + "_318": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -6742,12 +6951,9 @@ } } }, - "ConcatFromSequence_327": { - "metadata": { - "color": ".3 .3 .2" - }, + "Shape_320": { "parameters": { - "_326": { + "_116": { "value": [ 0, 1, @@ -6755,58 +6961,37 @@ 1 ] }, - "axis": { - "value": 0 - }, - "new_axis": { - "value": 1 - }, - "onnx_ConcatFromSequence_1": { - "function": "onnx::ConcatFromSequence", - "args": { - "input_sequence": "_326" - } - } - }, - "output_ports": { - "_327": { - "value": "onnx_ConcatFromSequence_1", - "type": "None" - } - } - }, - "Shape_329": { - "input_ports": { - "_327": { - "type": "None" - } - }, - "parameters": { "onnx_Shape_1": { "function": "onnx::Shape", "args": { - "data": "_327" + "data": "_116" } } }, "output_ports": { - "_329": { + "_320": { "value": "onnx_Shape_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Gather_330": { + "Gather_321": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_329": { - "type": "None" + "_320": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { - "_328": { + "_319": { "value": [ 0 ] @@ -6817,93 +7002,111 @@ "onnx_Gather_1": { "function": "onnx::Gather", "args": { - "data": "_329", - "indices": "_328" + "data": "_320", + "indices": "_319" } } }, "output_ports": { - "_330": { + "_321": { "value": "onnx_Gather_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Mul_333": { + "Mul_324": { "parameters": { - "_331": { + "_322": { "value": 4 }, - "_332": { + "_323": { "value": 2 }, "onnx_Mul_1": { "function": "onnx::Mul", "args": { - "A": "_331", - "B": "_332" + "A": "_322", + "B": "_323" } } }, "output_ports": { - "_333": { + "_324": { "value": "onnx_Mul_1", "type": "int64" } } }, - "Sub_334": { + "Sub_325": { "input_ports": { - "_333": { + "_324": { "type": "int64" }, - "_330": { - "type": "None" + "_321": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { "onnx_Sub_1": { "function": "onnx::Sub", "args": { - "A": "_333", - "B": "_330" + "A": "_324", + "B": "_321" } } }, "output_ports": { - "_334": { + "_325": { "value": "onnx_Sub_1", + "shape": [ + 1 + ], "type": "int64" } } }, - "Cast_335": { - "input_ports": { - "_327": { - "type": "None" - } - }, + "Cast_326": { "parameters": { + "_116": { + "value": [ + 0, + 1, + 0, + 1 + ] + }, "to": { "value": 7 }, "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_327" + "input": "_116" } } }, "output_ports": { - "_335": { + "_326": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "ConstantOfShape_336": { + "ConstantOfShape_327": { "input_ports": { - "_334": { + "_325": { + "shape": [ + 1 + ], "type": "int64" } }, @@ -6916,27 +7119,36 @@ "onnx_ConstantOfShape_1": { "function": "onnx::ConstantOfShape", "args": { - "input": "_334" + "input": "_325" } } }, "output_ports": { - "_336": { + "_327": { "value": "onnx_ConstantOfShape_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "Concat_337": { + "Concat_328": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_335": { - "type": "None" + "_326": { + "shape": [ + 4 + ], + "type": "int64" }, - "_336": { - "type": "None" + "_327": { + "shape": [ + 4 + ], + "type": "int64" } }, "parameters": { @@ -6946,28 +7158,34 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_335', '_336']" + "inputs": "['_326', '_327']" } } }, "output_ports": { - "_337": { + "_328": { "value": "onnx_Concat_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Reshape_339": { + "Reshape_330": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_337": { - "type": "None" + "_328": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_338": { + "_329": { "value": [ -1, 2 @@ -6979,44 +7197,52 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_337", - "shape": "_338" + "data": "_328", + "shape": "_329" } } }, "output_ports": { - "_339": { + "_330": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Slice_344": { + "Slice_335": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_339": { - "type": "None" + "_330": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { - "_341": { + "_332": { "value": [ -1 ] }, - "_342": { + "_333": { "value": [ -9223372036854775807 ] }, - "_340": { + "_331": { "value": [ 0 ] }, - "_343": { + "_334": { "value": [ -1 ] @@ -7024,28 +7250,36 @@ "onnx_Slice_1": { "function": "onnx::Slice", "args": { - "data": "_339", - "starts": "_341", - "ends": "_342", - "axes": "_340", - "steps": "_343" + "data": "_330", + "starts": "_332", + "ends": "_333", + "axes": "_331", + "steps": "_334" } } }, "output_ports": { - "_344": { + "_335": { "value": "onnx_Slice_1", - "type": "None" + "shape": [ + 4, + 2 + ], + "type": "int64" } } }, - "Transpose_345": { + "Transpose_336": { "metadata": { "color": ".2 .3 .3" }, "input_ports": { - "_344": { - "type": "None" + "_335": { + "shape": [ + 4, + 2 + ], + "type": "int64" } }, "parameters": { @@ -7058,28 +7292,36 @@ "onnx_Transpose_1": { "function": "onnx::Transpose", "args": { - "data": "_344" + "data": "_335" } } }, "output_ports": { - "_345": { + "_336": { "value": "onnx_Transpose_1", - "type": "None" + "shape": [ + 2, + 4 + ], + "type": "int64" } } }, - "Reshape_347": { + "Reshape_338": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_345": { - "type": "None" + "_336": { + "shape": [ + 2, + 4 + ], + "type": "int64" } }, "parameters": { - "_346": { + "_337": { "value": [ -1 ] @@ -7090,22 +7332,28 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_345", - "shape": "_346" + "data": "_336", + "shape": "_337" } } }, "output_ports": { - "_347": { + "_338": { "value": "onnx_Reshape_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Cast_348": { + "Cast_339": { "input_ports": { - "_347": { - "type": "None" + "_338": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { @@ -7115,23 +7363,26 @@ "onnx_Cast_1": { "function": "onnx::Cast", "args": { - "input": "_347" + "input": "_338" } } }, "output_ports": { - "_348": { + "_339": { "value": "onnx_Cast_1", - "type": "None" + "shape": [ + 8 + ], + "type": "int64" } } }, - "Pad_350": { + "Pad_341": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_325": { + "_318": { "shape": [ 1, 92, @@ -7140,12 +7391,15 @@ ], "type": "float32" }, - "_348": { - "type": "None" + "_339": { + "shape": [ + 8 + ], + "type": "int64" } }, "parameters": { - "_349": { + "_340": { "value": 0.0 }, "mode": { @@ -7154,42 +7408,30 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_325", - "pads": "_348", - "constant_value": "_349" + "data": "_318", + "pads": "_339", + "constant_value": "_340" } } }, "output_ports": { - "_350": { + "_341": { "value": "onnx_Pad_1", - "shape": [ - 1, - 92, - 9, - 9 - ], "type": "float32" } } }, - "Pad_352": { + "Pad_343": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_350": { - "shape": [ - 1, - 92, - 9, - 9 - ], + "_341": { "type": "float32" } }, "parameters": { - "_351": { + "_342": { "value": [ 0, 0, @@ -7207,31 +7449,28 @@ "onnx_Pad_1": { "function": "onnx::Pad", "args": { - "data": "_350", - "pads": "_351" + "data": "_341", + "pads": "_342" } } }, "output_ports": { - "_352": { + "_343": { "value": "onnx_Pad_1", - "type": "None" + "type": "float32" } } }, - "AveragePool_353": { + "AveragePool_344": { "metadata": { "color": ".2 .3 .2" }, "input_ports": { - "_352": { - "type": "None" + "_343": { + "type": "float32" } }, "parameters": { - "ceil_mode": { - "value": 0 - }, "kernel_shape": { "value": [ 2, @@ -7255,35 +7494,23 @@ "onnx_AveragePool_1": { "function": "onnx::AveragePool", "args": { - "X": "_352" + "X": "_343" } } }, "output_ports": { - "_353": { + "_344": { "value": "onnx_AveragePool_1", - "shape": [ - 1, - 92, - 8, - 8 - ], "type": "float32" } } }, - "Conv_354": { + "Conv_345": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_321": { - "shape": [ - 1, - 476, - 8, - 8 - ], + "_314": { "type": "float32" }, "conv2d27_weight": { @@ -7335,14 +7562,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_321", + "X": "_314", "W": "conv2d27_weight", "B": "conv2d27_bias" } } }, "output_ports": { - "_354": { + "_345": { "value": "onnx_Conv_1", "shape": [ 1, @@ -7354,7 +7581,7 @@ } } }, - "Unsqueeze_356": { + "Unsqueeze_347": { "metadata": { "color": ".2 .3 .3" }, @@ -7367,7 +7594,7 @@ } }, "parameters": { - "_355": { + "_346": { "value": [ 1, 2 @@ -7377,23 +7604,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu27_weight", - "axes": "_355" + "axes": "_346" } } }, "output_ports": { - "_356": { + "_347": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_357": { + "PRelu_348": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_354": { + "_345": { "shape": [ 1, 92, @@ -7402,21 +7634,26 @@ ], "type": "float32" }, - "_356": { - "type": "None" + "_347": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_354", - "slope": "_356" + "X": "_345", + "slope": "_347" } } }, "output_ports": { - "_357": { + "_348": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -7428,12 +7665,12 @@ } } }, - "Conv_358": { + "Conv_349": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_357": { + "_348": { "shape": [ 1, 92, @@ -7491,14 +7728,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_357", + "X": "_348", "W": "conv2d28_weight", "B": "conv2d28_bias" } } }, "output_ports": { - "_358": { + "_349": { "value": "onnx_Conv_1", "shape": [ 1, @@ -7510,7 +7747,7 @@ } } }, - "Unsqueeze_360": { + "Unsqueeze_351": { "metadata": { "color": ".2 .3 .3" }, @@ -7523,7 +7760,7 @@ } }, "parameters": { - "_359": { + "_350": { "value": [ 1, 2 @@ -7533,23 +7770,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu28_weight", - "axes": "_359" + "axes": "_350" } } }, "output_ports": { - "_360": { + "_351": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_361": { + "PRelu_352": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_358": { + "_349": { "shape": [ 1, 128, @@ -7558,21 +7800,26 @@ ], "type": "float32" }, - "_360": { - "type": "None" + "_351": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_358", - "slope": "_360" + "X": "_349", + "slope": "_351" } } }, "output_ports": { - "_361": { + "_352": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -7584,18 +7831,12 @@ } } }, - "Conv_362": { + "Conv_353": { "metadata": { "color": ".2 .3 .5" }, "input_ports": { - "_321": { - "shape": [ - 1, - 476, - 8, - 8 - ], + "_314": { "type": "float32" }, "conv2d29_weight": { @@ -7647,14 +7888,14 @@ "onnx_Conv_1": { "function": "onnx::Conv", "args": { - "X": "_321", + "X": "_314", "W": "conv2d29_weight", "B": "conv2d29_bias" } } }, "output_ports": { - "_362": { + "_353": { "value": "onnx_Conv_1", "shape": [ 1, @@ -7666,7 +7907,7 @@ } } }, - "Unsqueeze_364": { + "Unsqueeze_355": { "metadata": { "color": ".2 .3 .3" }, @@ -7679,7 +7920,7 @@ } }, "parameters": { - "_363": { + "_354": { "value": [ 1, 2 @@ -7689,23 +7930,28 @@ "function": "onnx::Unsqueeze", "args": { "data": "prelu29_weight", - "axes": "_363" + "axes": "_354" } } }, "output_ports": { - "_364": { + "_355": { "value": "onnx_Unsqueeze_1", - "type": "None" + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } } }, - "PRelu_365": { + "PRelu_356": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_362": { + "_353": { "shape": [ 1, 128, @@ -7714,21 +7960,26 @@ ], "type": "float32" }, - "_364": { - "type": "None" + "_355": { + "shape": [ + 1, + 1, + 1 + ], + "type": "float32" } }, "parameters": { "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_362", - "slope": "_364" + "X": "_353", + "slope": "_355" } } }, "output_ports": { - "_365": { + "_356": { "value": "onnx_PRelu_1", "shape": [ 1, @@ -7740,21 +7991,12 @@ } } }, - "Concat_366": { + "Concat_357": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_365": { - "shape": [ - 1, - 128, - 8, - 8 - ], - "type": "float32" - }, - "_361": { + "_356": { "shape": [ 1, 128, @@ -7763,14 +8005,17 @@ ], "type": "float32" }, - "_353": { + "_352": { "shape": [ 1, - 92, + 128, 8, 8 ], "type": "float32" + }, + "_344": { + "type": "float32" } }, "parameters": { @@ -7780,32 +8025,20 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_365', '_361', '_353']" + "inputs": "['_356', '_352', '_344']" } } }, "output_ports": { - "_366": { + "_357": { "value": "onnx_Concat_1", - "shape": [ - 1, - 348, - 8, - 8 - ], "type": "float32" } } }, - "Shape_367": { + "Shape_358": { "input_ports": { - "_366": { - "shape": [ - 1, - 348, - 8, - 8 - ], + "_357": { "type": "float32" } }, @@ -7813,38 +8046,44 @@ "onnx_Shape_1": { "function": "onnx::Shape", "args": { - "data": "_366" + "data": "_357" } } }, "output_ports": { - "_367": { + "_358": { "value": "onnx_Shape_1", - "type": "None" + "shape": [ + 4 + ], + "type": "int64" } } }, - "Slice_371": { + "Slice_362": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_367": { - "type": "None" + "_358": { + "shape": [ + 4 + ], + "type": "int64" } }, "parameters": { - "_369": { + "_360": { "value": [ 0 ] }, - "_370": { + "_361": { "value": [ 0 ] }, - "_368": { + "_359": { "value": [ 0 ] @@ -7852,31 +8091,37 @@ "onnx_Slice_1": { "function": "onnx::Slice", "args": { - "data": "_367", - "starts": "_369", - "ends": "_370", - "axes": "_368" + "data": "_358", + "starts": "_360", + "ends": "_361", + "axes": "_359" } } }, "output_ports": { - "_371": { + "_362": { "value": "onnx_Slice_1", - "type": "None" + "shape": [ + 0 + ], + "type": "int64" } } }, - "Concat_373": { + "Concat_364": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_371": { - "type": "None" + "_362": { + "shape": [ + 0 + ], + "type": "int64" } }, "parameters": { - "_372": { + "_363": { "value": [ -1 ] @@ -7887,33 +8132,33 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_371', '_372']" + "inputs": "['_362', '_363']" } } }, "output_ports": { - "_373": { + "_364": { "value": "onnx_Concat_1", - "type": "None" + "shape": [ + 1 + ], + "type": "int64" } } }, - "Reshape_374": { + "Reshape_365": { "metadata": { "color": ".4 .3 .3" }, "input_ports": { - "_366": { - "shape": [ - 1, - 348, - 8, - 8 - ], + "_357": { "type": "float32" }, - "_373": { - "type": "None" + "_364": { + "shape": [ + 1 + ], + "type": "int64" } }, "parameters": { @@ -7923,30 +8168,24 @@ "onnx_Reshape_1": { "function": "onnx::Reshape", "args": { - "data": "_366", - "shape": "_373" + "data": "_357", + "shape": "_364" } } }, "output_ports": { - "_374": { + "_365": { "value": "onnx_Reshape_1", - "shape": [ - 22272 - ], "type": "float32" } } }, - "Concat_375": { + "Concat_366": { "metadata": { "color": ".3 .3 .2" }, "input_ports": { - "_374": { - "shape": [ - 22272 - ], + "_365": { "type": "float32" }, "input2": { @@ -7963,21 +8202,18 @@ "onnx_Concat_1": { "function": "onnx::Concat", "args": { - "inputs": "['_374', 'input2']" + "inputs": "['_365', 'input2']" } } }, "output_ports": { - "_375": { + "_366": { "value": "onnx_Concat_1", - "shape": [ - 22273 - ], "type": "float32" } } }, - "Transpose_376": { + "Transpose_367": { "metadata": { "color": ".2 .3 .3" }, @@ -8005,41 +8241,49 @@ } }, "output_ports": { - "_376": { + "_367": { "value": "onnx_Transpose_1", - "type": "None" + "shape": [ + 22273, + 1096 + ], + "type": "float32" } } }, - "MatMul_377": { + "MatMul_368": { "input_ports": { - "_375": { + "_366": { + "type": "float32" + }, + "_367": { "shape": [ - 22273 + 22273, + 1096 ], "type": "float32" - }, - "_376": { - "type": "None" } }, "parameters": { "onnx_MatMul_1": { "function": "onnx::MatMul", "args": { - "A": "_375", - "B": "_376" + "A": "_366", + "B": "_367" } } }, "output_ports": { - "_377": { + "_368": { "value": "onnx_MatMul_1", - "type": "None" + "shape": [ + 1096 + ], + "type": "float32" } } }, - "Add_378": { + "Add_369": { "input_ports": { "dense_bias": { "shape": [ @@ -8047,8 +8291,11 @@ ], "type": "float32" }, - "_377": { - "type": "None" + "_368": { + "shape": [ + 1096 + ], + "type": "float32" } }, "parameters": { @@ -8056,12 +8303,12 @@ "function": "onnx::Add", "args": { "A": "dense_bias", - "B": "_377" + "B": "_368" } } }, "output_ports": { - "_378": { + "_369": { "value": "onnx_Add_1", "shape": [ 1096 @@ -8070,12 +8317,12 @@ } } }, - "PRelu_379": { + "PRelu_370": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_378": { + "_369": { "shape": [ 1096 ], @@ -8092,13 +8339,13 @@ "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_378", + "X": "_369", "slope": "prelu30_weight" } } }, "output_ports": { - "_379": { + "_370": { "value": "onnx_PRelu_1", "shape": [ 1096 @@ -8107,7 +8354,7 @@ } } }, - "Transpose_380": { + "Transpose_371": { "metadata": { "color": ".2 .3 .3" }, @@ -8135,41 +8382,52 @@ } }, "output_ports": { - "_380": { + "_371": { "value": "onnx_Transpose_1", - "type": "None" + "shape": [ + 1096, + 1096 + ], + "type": "float32" } } }, - "MatMul_381": { + "MatMul_372": { "input_ports": { - "_379": { + "_370": { "shape": [ 1096 ], "type": "float32" }, - "_380": { - "type": "None" + "_371": { + "shape": [ + 1096, + 1096 + ], + "type": "float32" } }, "parameters": { "onnx_MatMul_1": { "function": "onnx::MatMul", "args": { - "A": "_379", - "B": "_380" + "A": "_370", + "B": "_371" } } }, "output_ports": { - "_381": { + "_372": { "value": "onnx_MatMul_1", - "type": "None" + "shape": [ + 1096 + ], + "type": "float32" } } }, - "Add_382": { + "Add_373": { "input_ports": { "dense2_bias": { "shape": [ @@ -8177,8 +8435,11 @@ ], "type": "float32" }, - "_381": { - "type": "None" + "_372": { + "shape": [ + 1096 + ], + "type": "float32" } }, "parameters": { @@ -8186,12 +8447,12 @@ "function": "onnx::Add", "args": { "A": "dense2_bias", - "B": "_381" + "B": "_372" } } }, "output_ports": { - "_382": { + "_373": { "value": "onnx_Add_1", "shape": [ 1096 @@ -8200,12 +8461,12 @@ } } }, - "PRelu_383": { + "PRelu_374": { "metadata": { "color": ".4 .2 .1" }, "input_ports": { - "_382": { + "_373": { "shape": [ 1096 ], @@ -8222,13 +8483,13 @@ "onnx_PRelu_1": { "function": "onnx::PRelu", "args": { - "X": "_382", + "X": "_373", "slope": "prelu31_weight" } } }, "output_ports": { - "_383": { + "_374": { "value": "onnx_PRelu_1", "shape": [ 1096 @@ -8237,7 +8498,7 @@ } } }, - "Transpose_384": { + "Transpose_375": { "metadata": { "color": ".2 .3 .3" }, @@ -8265,41 +8526,52 @@ } }, "output_ports": { - "_384": { + "_375": { "value": "onnx_Transpose_1", - "type": "None" + "shape": [ + 1096, + 180 + ], + "type": "float32" } } }, - "MatMul_385": { + "MatMul_376": { "input_ports": { - "_383": { + "_374": { "shape": [ 1096 ], "type": "float32" }, - "_384": { - "type": "None" + "_375": { + "shape": [ + 1096, + 180 + ], + "type": "float32" } }, "parameters": { "onnx_MatMul_1": { "function": "onnx::MatMul", "args": { - "A": "_383", - "B": "_384" + "A": "_374", + "B": "_375" } } }, "output_ports": { - "_385": { + "_376": { "value": "onnx_MatMul_1", - "type": "None" + "shape": [ + 180 + ], + "type": "float32" } } }, - "Add_386": { + "Add_377": { "input_ports": { "dense3_bias": { "shape": [ @@ -8307,8 +8579,11 @@ ], "type": "float32" }, - "_385": { - "type": "None" + "_376": { + "shape": [ + 180 + ], + "type": "float32" } }, "parameters": { @@ -8316,12 +8591,12 @@ "function": "onnx::Add", "args": { "A": "dense3_bias", - "B": "_385" + "B": "_376" } } }, "output_ports": { - "_386": { + "_377": { "value": "onnx_Add_1", "shape": [ 180 @@ -8368,15 +8643,15 @@ "sender_port": "_103", "receiver_port": "_103" }, - "AveragePool_103_Conv_144": { + "AveragePool_103_Conv_143": { "sender": "AveragePool_103", - "receiver": "Conv_144", + "receiver": "Conv_143", "sender_port": "_103", "receiver_port": "_103" }, - "AveragePool_103_Conv_148": { + "AveragePool_103_Conv_147": { "sender": "AveragePool_103", - "receiver": "Conv_148", + "receiver": "Conv_147", "sender_port": "_103", "receiver_port": "_103" }, @@ -8410,9 +8685,9 @@ "sender_port": "_110", "receiver_port": "_110" }, - "PRelu_111_Concat_156": { + "PRelu_111_Concat_155": { "sender": "PRelu_111", - "receiver": "Concat_156", + "receiver": "Concat_155", "sender_port": "_111", "receiver_port": "_111" }, @@ -8428,375 +8703,363 @@ "sender_port": "_114", "receiver_port": "_114" }, - "PRelu_115_Pad_140": { + "PRelu_115_Pad_139": { "sender": "PRelu_115", - "receiver": "Pad_140", + "receiver": "Pad_139", "sender_port": "_115", "receiver_port": "_115" }, - "ConcatFromSequence_117_Shape_119": { - "sender": "ConcatFromSequence_117", - "receiver": "Shape_119", - "sender_port": "_117", - "receiver_port": "_117" - }, - "ConcatFromSequence_117_Cast_125": { - "sender": "ConcatFromSequence_117", - "receiver": "Cast_125", - "sender_port": "_117", - "receiver_port": "_117" - }, - "Shape_119_Gather_120": { - "sender": "Shape_119", - "receiver": "Gather_120", + "Shape_118_Gather_119": { + "sender": "Shape_118", + "receiver": "Gather_119", + "sender_port": "_118", + "receiver_port": "_118" + }, + "Gather_119_Sub_123": { + "sender": "Gather_119", + "receiver": "Sub_123", "sender_port": "_119", "receiver_port": "_119" }, - "Gather_120_Sub_124": { - "sender": "Gather_120", - "receiver": "Sub_124", - "sender_port": "_120", - "receiver_port": "_120" + "Mul_122_Sub_123": { + "sender": "Mul_122", + "receiver": "Sub_123", + "sender_port": "_122", + "receiver_port": "_122" }, - "Mul_123_Sub_124": { - "sender": "Mul_123", - "receiver": "Sub_124", + "Sub_123_ConstantOfShape_125": { + "sender": "Sub_123", + "receiver": "ConstantOfShape_125", "sender_port": "_123", "receiver_port": "_123" }, - "Sub_124_ConstantOfShape_126": { - "sender": "Sub_124", - "receiver": "ConstantOfShape_126", + "Cast_124_Concat_126": { + "sender": "Cast_124", + "receiver": "Concat_126", "sender_port": "_124", "receiver_port": "_124" }, - "Cast_125_Concat_127": { - "sender": "Cast_125", - "receiver": "Concat_127", + "ConstantOfShape_125_Concat_126": { + "sender": "ConstantOfShape_125", + "receiver": "Concat_126", "sender_port": "_125", "receiver_port": "_125" }, - "ConstantOfShape_126_Concat_127": { - "sender": "ConstantOfShape_126", - "receiver": "Concat_127", + "Concat_126_Reshape_128": { + "sender": "Concat_126", + "receiver": "Reshape_128", "sender_port": "_126", "receiver_port": "_126" }, - "Concat_127_Reshape_129": { - "sender": "Concat_127", - "receiver": "Reshape_129", - "sender_port": "_127", - "receiver_port": "_127" - }, - "Reshape_129_Slice_134": { - "sender": "Reshape_129", - "receiver": "Slice_134", - "sender_port": "_129", - "receiver_port": "_129" - }, - "Slice_134_Transpose_135": { - "sender": "Slice_134", - "receiver": "Transpose_135", + "Reshape_128_Slice_133": { + "sender": "Reshape_128", + "receiver": "Slice_133", + "sender_port": "_128", + "receiver_port": "_128" + }, + "Slice_133_Transpose_134": { + "sender": "Slice_133", + "receiver": "Transpose_134", + "sender_port": "_133", + "receiver_port": "_133" + }, + "Transpose_134_Reshape_136": { + "sender": "Transpose_134", + "receiver": "Reshape_136", "sender_port": "_134", "receiver_port": "_134" }, - "Transpose_135_Reshape_137": { - "sender": "Transpose_135", - "receiver": "Reshape_137", - "sender_port": "_135", - "receiver_port": "_135" + "Reshape_136_Cast_137": { + "sender": "Reshape_136", + "receiver": "Cast_137", + "sender_port": "_136", + "receiver_port": "_136" }, - "Reshape_137_Cast_138": { - "sender": "Reshape_137", - "receiver": "Cast_138", + "Cast_137_Pad_139": { + "sender": "Cast_137", + "receiver": "Pad_139", "sender_port": "_137", "receiver_port": "_137" }, - "Cast_138_Pad_140": { - "sender": "Cast_138", - "receiver": "Pad_140", - "sender_port": "_138", - "receiver_port": "_138" - }, - "Pad_140_Pad_142": { - "sender": "Pad_140", - "receiver": "Pad_142", - "sender_port": "_140", - "receiver_port": "_140" - }, - "Pad_142_AveragePool_143": { - "sender": "Pad_142", - "receiver": "AveragePool_143", + "Pad_139_Pad_141": { + "sender": "Pad_139", + "receiver": "Pad_141", + "sender_port": "_139", + "receiver_port": "_139" + }, + "Pad_141_AveragePool_142": { + "sender": "Pad_141", + "receiver": "AveragePool_142", + "sender_port": "_141", + "receiver_port": "_141" + }, + "AveragePool_142_Concat_155": { + "sender": "AveragePool_142", + "receiver": "Concat_155", "sender_port": "_142", "receiver_port": "_142" }, - "AveragePool_143_Concat_156": { - "sender": "AveragePool_143", - "receiver": "Concat_156", + "Conv_143_PRelu_146": { + "sender": "Conv_143", + "receiver": "PRelu_146", "sender_port": "_143", "receiver_port": "_143" }, - "Conv_144_PRelu_147": { - "sender": "Conv_144", - "receiver": "PRelu_147", - "sender_port": "_144", - "receiver_port": "_144" + "Unsqueeze_145_PRelu_146": { + "sender": "Unsqueeze_145", + "receiver": "PRelu_146", + "sender_port": "_145", + "receiver_port": "_145" }, - "Unsqueeze_146_PRelu_147": { - "sender": "Unsqueeze_146", - "receiver": "PRelu_147", + "PRelu_146_Concat_155": { + "sender": "PRelu_146", + "receiver": "Concat_155", "sender_port": "_146", "receiver_port": "_146" }, - "PRelu_147_Concat_156": { - "sender": "PRelu_147", - "receiver": "Concat_156", + "Conv_147_PRelu_150": { + "sender": "Conv_147", + "receiver": "PRelu_150", "sender_port": "_147", "receiver_port": "_147" }, - "Conv_148_PRelu_151": { - "sender": "Conv_148", - "receiver": "PRelu_151", - "sender_port": "_148", - "receiver_port": "_148" + "Unsqueeze_149_PRelu_150": { + "sender": "Unsqueeze_149", + "receiver": "PRelu_150", + "sender_port": "_149", + "receiver_port": "_149" }, - "Unsqueeze_150_PRelu_151": { - "sender": "Unsqueeze_150", - "receiver": "PRelu_151", + "PRelu_150_Conv_151": { + "sender": "PRelu_150", + "receiver": "Conv_151", "sender_port": "_150", "receiver_port": "_150" }, - "PRelu_151_Conv_152": { - "sender": "PRelu_151", - "receiver": "Conv_152", + "Conv_151_PRelu_154": { + "sender": "Conv_151", + "receiver": "PRelu_154", "sender_port": "_151", "receiver_port": "_151" }, - "Conv_152_PRelu_155": { - "sender": "Conv_152", - "receiver": "PRelu_155", - "sender_port": "_152", - "receiver_port": "_152" + "Unsqueeze_153_PRelu_154": { + "sender": "Unsqueeze_153", + "receiver": "PRelu_154", + "sender_port": "_153", + "receiver_port": "_153" }, - "Unsqueeze_154_PRelu_155": { - "sender": "Unsqueeze_154", - "receiver": "PRelu_155", + "PRelu_154_Concat_155": { + "sender": "PRelu_154", + "receiver": "Concat_155", "sender_port": "_154", "receiver_port": "_154" }, - "PRelu_155_Concat_156": { - "sender": "PRelu_155", - "receiver": "Concat_156", + "Concat_155_Conv_156": { + "sender": "Concat_155", + "receiver": "Conv_156", "sender_port": "_155", "receiver_port": "_155" }, - "Concat_156_Conv_157": { - "sender": "Concat_156", + "Concat_155_Conv_157": { + "sender": "Concat_155", "receiver": "Conv_157", - "sender_port": "_156", - "receiver_port": "_156" + "sender_port": "_155", + "receiver_port": "_155" }, - "Concat_156_Conv_158": { - "sender": "Concat_156", + "Concat_155_Conv_158": { + "sender": "Concat_155", "receiver": "Conv_158", - "sender_port": "_156", - "receiver_port": "_156" + "sender_port": "_155", + "receiver_port": "_155" }, - "Concat_156_Conv_159": { - "sender": "Concat_156", - "receiver": "Conv_159", - "sender_port": "_156", - "receiver_port": "_156" + "Concat_155_Conv_195": { + "sender": "Concat_155", + "receiver": "Conv_195", + "sender_port": "_155", + "receiver_port": "_155" }, - "Concat_156_Conv_198": { - "sender": "Concat_156", - "receiver": "Conv_198", + "Conv_156_PRelu_168": { + "sender": "Conv_156", + "receiver": "PRelu_168", "sender_port": "_156", "receiver_port": "_156" }, - "Conv_157_PRelu_169": { + "Conv_157_PRelu_205": { "sender": "Conv_157", - "receiver": "PRelu_169", + "receiver": "PRelu_205", "sender_port": "_157", "receiver_port": "_157" }, - "Conv_158_PRelu_208": { + "Conv_158_PRelu_161": { "sender": "Conv_158", - "receiver": "PRelu_208", + "receiver": "PRelu_161", "sender_port": "_158", "receiver_port": "_158" }, - "Conv_159_PRelu_162": { - "sender": "Conv_159", - "receiver": "PRelu_162", - "sender_port": "_159", - "receiver_port": "_159" + "Unsqueeze_160_PRelu_161": { + "sender": "Unsqueeze_160", + "receiver": "PRelu_161", + "sender_port": "_160", + "receiver_port": "_160" }, - "Unsqueeze_161_PRelu_162": { - "sender": "Unsqueeze_161", - "receiver": "PRelu_162", + "PRelu_161_Conv_162": { + "sender": "PRelu_161", + "receiver": "Conv_162", "sender_port": "_161", "receiver_port": "_161" }, - "PRelu_162_Conv_163": { - "sender": "PRelu_162", - "receiver": "Conv_163", + "Conv_162_PRelu_165": { + "sender": "Conv_162", + "receiver": "PRelu_165", "sender_port": "_162", "receiver_port": "_162" }, - "Conv_163_PRelu_166": { - "sender": "Conv_163", - "receiver": "PRelu_166", - "sender_port": "_163", - "receiver_port": "_163" + "Unsqueeze_164_PRelu_165": { + "sender": "Unsqueeze_164", + "receiver": "PRelu_165", + "sender_port": "_164", + "receiver_port": "_164" }, - "Unsqueeze_165_PRelu_166": { - "sender": "Unsqueeze_165", - "receiver": "PRelu_166", + "PRelu_165_Concat_206": { + "sender": "PRelu_165", + "receiver": "Concat_206", "sender_port": "_165", "receiver_port": "_165" }, - "PRelu_166_Concat_209": { - "sender": "PRelu_166", - "receiver": "Concat_209", - "sender_port": "_166", - "receiver_port": "_166" + "Unsqueeze_167_PRelu_168": { + "sender": "Unsqueeze_167", + "receiver": "PRelu_168", + "sender_port": "_167", + "receiver_port": "_167" }, - "Unsqueeze_168_PRelu_169": { - "sender": "Unsqueeze_168", - "receiver": "PRelu_169", + "PRelu_168_Pad_191": { + "sender": "PRelu_168", + "receiver": "Pad_191", "sender_port": "_168", "receiver_port": "_168" }, - "PRelu_169_Pad_194": { - "sender": "PRelu_169", - "receiver": "Pad_194", - "sender_port": "_169", - "receiver_port": "_169" - }, - "ConcatFromSequence_171_Shape_173": { - "sender": "ConcatFromSequence_171", - "receiver": "Shape_173", - "sender_port": "_171", - "receiver_port": "_171" + "Shape_170_Gather_171": { + "sender": "Shape_170", + "receiver": "Gather_171", + "sender_port": "_170", + "receiver_port": "_170" }, - "ConcatFromSequence_171_Cast_179": { - "sender": "ConcatFromSequence_171", - "receiver": "Cast_179", + "Gather_171_Sub_175": { + "sender": "Gather_171", + "receiver": "Sub_175", "sender_port": "_171", "receiver_port": "_171" }, - "Shape_173_Gather_174": { - "sender": "Shape_173", - "receiver": "Gather_174", - "sender_port": "_173", - "receiver_port": "_173" - }, - "Gather_174_Sub_178": { - "sender": "Gather_174", - "receiver": "Sub_178", + "Mul_174_Sub_175": { + "sender": "Mul_174", + "receiver": "Sub_175", "sender_port": "_174", "receiver_port": "_174" }, - "Mul_177_Sub_178": { - "sender": "Mul_177", - "receiver": "Sub_178", + "Sub_175_ConstantOfShape_177": { + "sender": "Sub_175", + "receiver": "ConstantOfShape_177", + "sender_port": "_175", + "receiver_port": "_175" + }, + "Cast_176_Concat_178": { + "sender": "Cast_176", + "receiver": "Concat_178", + "sender_port": "_176", + "receiver_port": "_176" + }, + "ConstantOfShape_177_Concat_178": { + "sender": "ConstantOfShape_177", + "receiver": "Concat_178", "sender_port": "_177", "receiver_port": "_177" }, - "Sub_178_ConstantOfShape_180": { - "sender": "Sub_178", - "receiver": "ConstantOfShape_180", + "Concat_178_Reshape_180": { + "sender": "Concat_178", + "receiver": "Reshape_180", "sender_port": "_178", "receiver_port": "_178" }, - "Cast_179_Concat_181": { - "sender": "Cast_179", - "receiver": "Concat_181", - "sender_port": "_179", - "receiver_port": "_179" - }, - "ConstantOfShape_180_Concat_181": { - "sender": "ConstantOfShape_180", - "receiver": "Concat_181", + "Reshape_180_Slice_185": { + "sender": "Reshape_180", + "receiver": "Slice_185", "sender_port": "_180", "receiver_port": "_180" }, - "Concat_181_Reshape_183": { - "sender": "Concat_181", - "receiver": "Reshape_183", - "sender_port": "_181", - "receiver_port": "_181" - }, - "Reshape_183_Slice_188": { - "sender": "Reshape_183", - "receiver": "Slice_188", - "sender_port": "_183", - "receiver_port": "_183" - }, - "Slice_188_Transpose_189": { - "sender": "Slice_188", - "receiver": "Transpose_189", + "Slice_185_Transpose_186": { + "sender": "Slice_185", + "receiver": "Transpose_186", + "sender_port": "_185", + "receiver_port": "_185" + }, + "Transpose_186_Reshape_188": { + "sender": "Transpose_186", + "receiver": "Reshape_188", + "sender_port": "_186", + "receiver_port": "_186" + }, + "Reshape_188_Cast_189": { + "sender": "Reshape_188", + "receiver": "Cast_189", "sender_port": "_188", "receiver_port": "_188" }, - "Transpose_189_Reshape_191": { - "sender": "Transpose_189", - "receiver": "Reshape_191", + "Cast_189_Pad_191": { + "sender": "Cast_189", + "receiver": "Pad_191", "sender_port": "_189", "receiver_port": "_189" }, - "Reshape_191_Cast_192": { - "sender": "Reshape_191", - "receiver": "Cast_192", + "Pad_191_Pad_193": { + "sender": "Pad_191", + "receiver": "Pad_193", "sender_port": "_191", "receiver_port": "_191" }, - "Cast_192_Pad_194": { - "sender": "Cast_192", - "receiver": "Pad_194", - "sender_port": "_192", - "receiver_port": "_192" + "Pad_193_AveragePool_194": { + "sender": "Pad_193", + "receiver": "AveragePool_194", + "sender_port": "_193", + "receiver_port": "_193" }, - "Pad_194_Pad_196": { - "sender": "Pad_194", - "receiver": "Pad_196", + "AveragePool_194_Concat_206": { + "sender": "AveragePool_194", + "receiver": "Concat_206", "sender_port": "_194", "receiver_port": "_194" }, - "Pad_196_AveragePool_197": { - "sender": "Pad_196", - "receiver": "AveragePool_197", - "sender_port": "_196", - "receiver_port": "_196" + "Conv_195_PRelu_198": { + "sender": "Conv_195", + "receiver": "PRelu_198", + "sender_port": "_195", + "receiver_port": "_195" }, - "AveragePool_197_Concat_209": { - "sender": "AveragePool_197", - "receiver": "Concat_209", + "Unsqueeze_197_PRelu_198": { + "sender": "Unsqueeze_197", + "receiver": "PRelu_198", "sender_port": "_197", "receiver_port": "_197" }, - "Conv_198_PRelu_201": { - "sender": "Conv_198", - "receiver": "PRelu_201", + "PRelu_198_Conv_199": { + "sender": "PRelu_198", + "receiver": "Conv_199", "sender_port": "_198", "receiver_port": "_198" }, - "Unsqueeze_200_PRelu_201": { - "sender": "Unsqueeze_200", - "receiver": "PRelu_201", - "sender_port": "_200", - "receiver_port": "_200" + "Conv_199_PRelu_202": { + "sender": "Conv_199", + "receiver": "PRelu_202", + "sender_port": "_199", + "receiver_port": "_199" }, - "PRelu_201_Conv_202": { - "sender": "PRelu_201", - "receiver": "Conv_202", + "Unsqueeze_201_PRelu_202": { + "sender": "Unsqueeze_201", + "receiver": "PRelu_202", "sender_port": "_201", "receiver_port": "_201" }, - "Conv_202_PRelu_205": { - "sender": "Conv_202", - "receiver": "PRelu_205", + "PRelu_202_Concat_206": { + "sender": "PRelu_202", + "receiver": "Concat_206", "sender_port": "_202", "receiver_port": "_202" }, @@ -8806,252 +9069,270 @@ "sender_port": "_204", "receiver_port": "_204" }, - "PRelu_205_Concat_209": { + "PRelu_205_Concat_206": { "sender": "PRelu_205", - "receiver": "Concat_209", + "receiver": "Concat_206", "sender_port": "_205", "receiver_port": "_205" }, - "Unsqueeze_207_PRelu_208": { - "sender": "Unsqueeze_207", - "receiver": "PRelu_208", - "sender_port": "_207", - "receiver_port": "_207" + "Concat_206_Pad_208": { + "sender": "Concat_206", + "receiver": "Pad_208", + "sender_port": "_206", + "receiver_port": "_206" }, - "PRelu_208_Concat_209": { - "sender": "PRelu_208", - "receiver": "Concat_209", + "Pad_208_AveragePool_209": { + "sender": "Pad_208", + "receiver": "AveragePool_209", "sender_port": "_208", "receiver_port": "_208" }, - "Concat_209_Pad_211": { - "sender": "Concat_209", - "receiver": "Pad_211", + "AveragePool_209_Conv_210": { + "sender": "AveragePool_209", + "receiver": "Conv_210", "sender_port": "_209", "receiver_port": "_209" }, - "Pad_211_AveragePool_212": { - "sender": "Pad_211", - "receiver": "AveragePool_212", - "sender_port": "_211", - "receiver_port": "_211" + "AveragePool_209_Conv_218": { + "sender": "AveragePool_209", + "receiver": "Conv_218", + "sender_port": "_209", + "receiver_port": "_209" }, - "AveragePool_212_Conv_213": { - "sender": "AveragePool_212", - "receiver": "Conv_213", - "sender_port": "_212", - "receiver_port": "_212" + "AveragePool_209_Conv_222": { + "sender": "AveragePool_209", + "receiver": "Conv_222", + "sender_port": "_209", + "receiver_port": "_209" }, - "AveragePool_212_Conv_221": { - "sender": "AveragePool_212", - "receiver": "Conv_221", - "sender_port": "_212", - "receiver_port": "_212" + "AveragePool_209_Conv_252": { + "sender": "AveragePool_209", + "receiver": "Conv_252", + "sender_port": "_209", + "receiver_port": "_209" }, - "AveragePool_212_Conv_225": { - "sender": "AveragePool_212", - "receiver": "Conv_225", - "sender_port": "_212", - "receiver_port": "_212" + "Conv_210_PRelu_213": { + "sender": "Conv_210", + "receiver": "PRelu_213", + "sender_port": "_210", + "receiver_port": "_210" }, - "AveragePool_212_Conv_257": { - "sender": "AveragePool_212", - "receiver": "Conv_257", + "Unsqueeze_212_PRelu_213": { + "sender": "Unsqueeze_212", + "receiver": "PRelu_213", "sender_port": "_212", "receiver_port": "_212" }, - "Conv_213_PRelu_216": { - "sender": "Conv_213", - "receiver": "PRelu_216", + "PRelu_213_Conv_214": { + "sender": "PRelu_213", + "receiver": "Conv_214", "sender_port": "_213", "receiver_port": "_213" }, - "Unsqueeze_215_PRelu_216": { - "sender": "Unsqueeze_215", - "receiver": "PRelu_216", - "sender_port": "_215", - "receiver_port": "_215" + "Conv_214_PRelu_217": { + "sender": "Conv_214", + "receiver": "PRelu_217", + "sender_port": "_214", + "receiver_port": "_214" }, - "PRelu_216_Conv_217": { - "sender": "PRelu_216", - "receiver": "Conv_217", + "Unsqueeze_216_PRelu_217": { + "sender": "Unsqueeze_216", + "receiver": "PRelu_217", "sender_port": "_216", "receiver_port": "_216" }, - "Conv_217_PRelu_220": { - "sender": "Conv_217", - "receiver": "PRelu_220", + "PRelu_217_Concat_260": { + "sender": "PRelu_217", + "receiver": "Concat_260", "sender_port": "_217", "receiver_port": "_217" }, - "Unsqueeze_219_PRelu_220": { - "sender": "Unsqueeze_219", - "receiver": "PRelu_220", - "sender_port": "_219", - "receiver_port": "_219" + "Conv_218_PRelu_221": { + "sender": "Conv_218", + "receiver": "PRelu_221", + "sender_port": "_218", + "receiver_port": "_218" }, - "PRelu_220_Concat_265": { - "sender": "PRelu_220", - "receiver": "Concat_265", + "Unsqueeze_220_PRelu_221": { + "sender": "Unsqueeze_220", + "receiver": "PRelu_221", "sender_port": "_220", "receiver_port": "_220" }, - "Conv_221_PRelu_224": { - "sender": "Conv_221", - "receiver": "PRelu_224", + "PRelu_221_Concat_260": { + "sender": "PRelu_221", + "receiver": "Concat_260", "sender_port": "_221", "receiver_port": "_221" }, - "Unsqueeze_223_PRelu_224": { - "sender": "Unsqueeze_223", - "receiver": "PRelu_224", - "sender_port": "_223", - "receiver_port": "_223" + "Conv_222_PRelu_225": { + "sender": "Conv_222", + "receiver": "PRelu_225", + "sender_port": "_222", + "receiver_port": "_222" }, - "PRelu_224_Concat_265": { - "sender": "PRelu_224", - "receiver": "Concat_265", + "Unsqueeze_224_PRelu_225": { + "sender": "Unsqueeze_224", + "receiver": "PRelu_225", "sender_port": "_224", "receiver_port": "_224" }, - "Conv_225_PRelu_228": { - "sender": "Conv_225", - "receiver": "PRelu_228", + "PRelu_225_Pad_248": { + "sender": "PRelu_225", + "receiver": "Pad_248", "sender_port": "_225", "receiver_port": "_225" }, - "Unsqueeze_227_PRelu_228": { - "sender": "Unsqueeze_227", - "receiver": "PRelu_228", + "Shape_227_Gather_228": { + "sender": "Shape_227", + "receiver": "Gather_228", "sender_port": "_227", "receiver_port": "_227" }, - "PRelu_228_Pad_253": { - "sender": "PRelu_228", - "receiver": "Pad_253", + "Gather_228_Sub_232": { + "sender": "Gather_228", + "receiver": "Sub_232", "sender_port": "_228", "receiver_port": "_228" }, - "ConcatFromSequence_230_Shape_232": { - "sender": "ConcatFromSequence_230", - "receiver": "Shape_232", - "sender_port": "_230", - "receiver_port": "_230" - }, - "ConcatFromSequence_230_Cast_238": { - "sender": "ConcatFromSequence_230", - "receiver": "Cast_238", - "sender_port": "_230", - "receiver_port": "_230" - }, - "Shape_232_Gather_233": { - "sender": "Shape_232", - "receiver": "Gather_233", + "Mul_231_Sub_232": { + "sender": "Mul_231", + "receiver": "Sub_232", + "sender_port": "_231", + "receiver_port": "_231" + }, + "Sub_232_ConstantOfShape_234": { + "sender": "Sub_232", + "receiver": "ConstantOfShape_234", "sender_port": "_232", "receiver_port": "_232" }, - "Gather_233_Sub_237": { - "sender": "Gather_233", - "receiver": "Sub_237", + "Cast_233_Concat_235": { + "sender": "Cast_233", + "receiver": "Concat_235", "sender_port": "_233", "receiver_port": "_233" }, - "Mul_236_Sub_237": { - "sender": "Mul_236", - "receiver": "Sub_237", - "sender_port": "_236", - "receiver_port": "_236" - }, - "Sub_237_ConstantOfShape_239": { - "sender": "Sub_237", - "receiver": "ConstantOfShape_239", + "ConstantOfShape_234_Concat_235": { + "sender": "ConstantOfShape_234", + "receiver": "Concat_235", + "sender_port": "_234", + "receiver_port": "_234" + }, + "Concat_235_Reshape_237": { + "sender": "Concat_235", + "receiver": "Reshape_237", + "sender_port": "_235", + "receiver_port": "_235" + }, + "Reshape_237_Slice_242": { + "sender": "Reshape_237", + "receiver": "Slice_242", "sender_port": "_237", "receiver_port": "_237" }, - "Cast_238_Concat_240": { - "sender": "Cast_238", - "receiver": "Concat_240", - "sender_port": "_238", - "receiver_port": "_238" - }, - "ConstantOfShape_239_Concat_240": { - "sender": "ConstantOfShape_239", - "receiver": "Concat_240", - "sender_port": "_239", - "receiver_port": "_239" - }, - "Concat_240_Reshape_242": { - "sender": "Concat_240", - "receiver": "Reshape_242", - "sender_port": "_240", - "receiver_port": "_240" - }, - "Reshape_242_Slice_247": { - "sender": "Reshape_242", - "receiver": "Slice_247", + "Slice_242_Transpose_243": { + "sender": "Slice_242", + "receiver": "Transpose_243", "sender_port": "_242", "receiver_port": "_242" }, - "Slice_247_Transpose_248": { - "sender": "Slice_247", - "receiver": "Transpose_248", - "sender_port": "_247", - "receiver_port": "_247" - }, - "Transpose_248_Reshape_250": { - "sender": "Transpose_248", - "receiver": "Reshape_250", + "Transpose_243_Reshape_245": { + "sender": "Transpose_243", + "receiver": "Reshape_245", + "sender_port": "_243", + "receiver_port": "_243" + }, + "Reshape_245_Cast_246": { + "sender": "Reshape_245", + "receiver": "Cast_246", + "sender_port": "_245", + "receiver_port": "_245" + }, + "Cast_246_Pad_248": { + "sender": "Cast_246", + "receiver": "Pad_248", + "sender_port": "_246", + "receiver_port": "_246" + }, + "Pad_248_Pad_250": { + "sender": "Pad_248", + "receiver": "Pad_250", "sender_port": "_248", "receiver_port": "_248" }, - "Reshape_250_Cast_251": { - "sender": "Reshape_250", - "receiver": "Cast_251", + "Pad_250_AveragePool_251": { + "sender": "Pad_250", + "receiver": "AveragePool_251", "sender_port": "_250", "receiver_port": "_250" }, - "Cast_251_Pad_253": { - "sender": "Cast_251", - "receiver": "Pad_253", + "AveragePool_251_Concat_260": { + "sender": "AveragePool_251", + "receiver": "Concat_260", "sender_port": "_251", "receiver_port": "_251" }, - "Pad_253_Pad_255": { - "sender": "Pad_253", - "receiver": "Pad_255", - "sender_port": "_253", - "receiver_port": "_253" - }, - "Pad_255_AveragePool_256": { - "sender": "Pad_255", - "receiver": "AveragePool_256", + "Conv_252_PRelu_255": { + "sender": "Conv_252", + "receiver": "PRelu_255", + "sender_port": "_252", + "receiver_port": "_252" + }, + "Unsqueeze_254_PRelu_255": { + "sender": "Unsqueeze_254", + "receiver": "PRelu_255", + "sender_port": "_254", + "receiver_port": "_254" + }, + "PRelu_255_Conv_256": { + "sender": "PRelu_255", + "receiver": "Conv_256", "sender_port": "_255", "receiver_port": "_255" }, - "AveragePool_256_Concat_265": { - "sender": "AveragePool_256", - "receiver": "Concat_265", + "Conv_256_PRelu_259": { + "sender": "Conv_256", + "receiver": "PRelu_259", "sender_port": "_256", "receiver_port": "_256" }, - "Conv_257_PRelu_260": { - "sender": "Conv_257", - "receiver": "PRelu_260", - "sender_port": "_257", - "receiver_port": "_257" + "Unsqueeze_258_PRelu_259": { + "sender": "Unsqueeze_258", + "receiver": "PRelu_259", + "sender_port": "_258", + "receiver_port": "_258" }, - "Unsqueeze_259_PRelu_260": { - "sender": "Unsqueeze_259", - "receiver": "PRelu_260", + "PRelu_259_Concat_260": { + "sender": "PRelu_259", + "receiver": "Concat_260", "sender_port": "_259", "receiver_port": "_259" }, - "PRelu_260_Conv_261": { - "sender": "PRelu_260", + "Concat_260_Conv_261": { + "sender": "Concat_260", "receiver": "Conv_261", "sender_port": "_260", "receiver_port": "_260" }, + "Concat_260_Conv_269": { + "sender": "Concat_260", + "receiver": "Conv_269", + "sender_port": "_260", + "receiver_port": "_260" + }, + "Concat_260_Conv_299": { + "sender": "Concat_260", + "receiver": "Conv_299", + "sender_port": "_260", + "receiver_port": "_260" + }, + "Concat_260_Conv_307": { + "sender": "Concat_260", + "receiver": "Conv_307", + "sender_port": "_260", + "receiver_port": "_260" + }, "Conv_261_PRelu_264": { "sender": "Conv_261", "receiver": "PRelu_264", @@ -9064,555 +9345,489 @@ "sender_port": "_263", "receiver_port": "_263" }, - "PRelu_264_Concat_265": { + "PRelu_264_Conv_265": { "sender": "PRelu_264", - "receiver": "Concat_265", + "receiver": "Conv_265", "sender_port": "_264", "receiver_port": "_264" }, - "Concat_265_Conv_266": { - "sender": "Concat_265", - "receiver": "Conv_266", - "sender_port": "_265", - "receiver_port": "_265" - }, - "Concat_265_Conv_274": { - "sender": "Concat_265", - "receiver": "Conv_274", + "Conv_265_PRelu_268": { + "sender": "Conv_265", + "receiver": "PRelu_268", "sender_port": "_265", "receiver_port": "_265" }, - "Concat_265_Conv_306": { - "sender": "Concat_265", - "receiver": "Conv_306", - "sender_port": "_265", - "receiver_port": "_265" - }, - "Concat_265_Conv_314": { - "sender": "Concat_265", - "receiver": "Conv_314", - "sender_port": "_265", - "receiver_port": "_265" - }, - "Conv_266_PRelu_269": { - "sender": "Conv_266", - "receiver": "PRelu_269", - "sender_port": "_266", - "receiver_port": "_266" + "Unsqueeze_267_PRelu_268": { + "sender": "Unsqueeze_267", + "receiver": "PRelu_268", + "sender_port": "_267", + "receiver_port": "_267" }, - "Unsqueeze_268_PRelu_269": { - "sender": "Unsqueeze_268", - "receiver": "PRelu_269", + "PRelu_268_Concat_311": { + "sender": "PRelu_268", + "receiver": "Concat_311", "sender_port": "_268", "receiver_port": "_268" }, - "PRelu_269_Conv_270": { - "sender": "PRelu_269", - "receiver": "Conv_270", + "Conv_269_PRelu_272": { + "sender": "Conv_269", + "receiver": "PRelu_272", "sender_port": "_269", "receiver_port": "_269" }, - "Conv_270_PRelu_273": { - "sender": "Conv_270", - "receiver": "PRelu_273", - "sender_port": "_270", - "receiver_port": "_270" + "Unsqueeze_271_PRelu_272": { + "sender": "Unsqueeze_271", + "receiver": "PRelu_272", + "sender_port": "_271", + "receiver_port": "_271" }, - "Unsqueeze_272_PRelu_273": { - "sender": "Unsqueeze_272", - "receiver": "PRelu_273", + "PRelu_272_Pad_295": { + "sender": "PRelu_272", + "receiver": "Pad_295", "sender_port": "_272", "receiver_port": "_272" }, - "PRelu_273_Concat_318": { - "sender": "PRelu_273", - "receiver": "Concat_318", - "sender_port": "_273", - "receiver_port": "_273" - }, - "Conv_274_PRelu_277": { - "sender": "Conv_274", - "receiver": "PRelu_277", + "Shape_274_Gather_275": { + "sender": "Shape_274", + "receiver": "Gather_275", "sender_port": "_274", "receiver_port": "_274" }, - "Unsqueeze_276_PRelu_277": { - "sender": "Unsqueeze_276", - "receiver": "PRelu_277", - "sender_port": "_276", - "receiver_port": "_276" - }, - "PRelu_277_Pad_302": { - "sender": "PRelu_277", - "receiver": "Pad_302", - "sender_port": "_277", - "receiver_port": "_277" - }, - "ConcatFromSequence_279_Shape_281": { - "sender": "ConcatFromSequence_279", - "receiver": "Shape_281", + "Gather_275_Sub_279": { + "sender": "Gather_275", + "receiver": "Sub_279", + "sender_port": "_275", + "receiver_port": "_275" + }, + "Mul_278_Sub_279": { + "sender": "Mul_278", + "receiver": "Sub_279", + "sender_port": "_278", + "receiver_port": "_278" + }, + "Sub_279_ConstantOfShape_281": { + "sender": "Sub_279", + "receiver": "ConstantOfShape_281", "sender_port": "_279", "receiver_port": "_279" }, - "ConcatFromSequence_279_Cast_287": { - "sender": "ConcatFromSequence_279", - "receiver": "Cast_287", - "sender_port": "_279", - "receiver_port": "_279" + "Cast_280_Concat_282": { + "sender": "Cast_280", + "receiver": "Concat_282", + "sender_port": "_280", + "receiver_port": "_280" }, - "Shape_281_Gather_282": { - "sender": "Shape_281", - "receiver": "Gather_282", + "ConstantOfShape_281_Concat_282": { + "sender": "ConstantOfShape_281", + "receiver": "Concat_282", "sender_port": "_281", "receiver_port": "_281" }, - "Gather_282_Sub_286": { - "sender": "Gather_282", - "receiver": "Sub_286", + "Concat_282_Reshape_284": { + "sender": "Concat_282", + "receiver": "Reshape_284", "sender_port": "_282", "receiver_port": "_282" }, - "Mul_285_Sub_286": { - "sender": "Mul_285", - "receiver": "Sub_286", - "sender_port": "_285", - "receiver_port": "_285" - }, - "Sub_286_ConstantOfShape_288": { - "sender": "Sub_286", - "receiver": "ConstantOfShape_288", - "sender_port": "_286", - "receiver_port": "_286" - }, - "Cast_287_Concat_289": { - "sender": "Cast_287", - "receiver": "Concat_289", - "sender_port": "_287", - "receiver_port": "_287" - }, - "ConstantOfShape_288_Concat_289": { - "sender": "ConstantOfShape_288", - "receiver": "Concat_289", - "sender_port": "_288", - "receiver_port": "_288" - }, - "Concat_289_Reshape_291": { - "sender": "Concat_289", - "receiver": "Reshape_291", + "Reshape_284_Slice_289": { + "sender": "Reshape_284", + "receiver": "Slice_289", + "sender_port": "_284", + "receiver_port": "_284" + }, + "Slice_289_Transpose_290": { + "sender": "Slice_289", + "receiver": "Transpose_290", "sender_port": "_289", "receiver_port": "_289" }, - "Reshape_291_Slice_296": { - "sender": "Reshape_291", - "receiver": "Slice_296", - "sender_port": "_291", - "receiver_port": "_291" - }, - "Slice_296_Transpose_297": { - "sender": "Slice_296", - "receiver": "Transpose_297", - "sender_port": "_296", - "receiver_port": "_296" - }, - "Transpose_297_Reshape_299": { - "sender": "Transpose_297", - "receiver": "Reshape_299", + "Transpose_290_Reshape_292": { + "sender": "Transpose_290", + "receiver": "Reshape_292", + "sender_port": "_290", + "receiver_port": "_290" + }, + "Reshape_292_Cast_293": { + "sender": "Reshape_292", + "receiver": "Cast_293", + "sender_port": "_292", + "receiver_port": "_292" + }, + "Cast_293_Pad_295": { + "sender": "Cast_293", + "receiver": "Pad_295", + "sender_port": "_293", + "receiver_port": "_293" + }, + "Pad_295_Pad_297": { + "sender": "Pad_295", + "receiver": "Pad_297", + "sender_port": "_295", + "receiver_port": "_295" + }, + "Pad_297_AveragePool_298": { + "sender": "Pad_297", + "receiver": "AveragePool_298", "sender_port": "_297", "receiver_port": "_297" }, - "Reshape_299_Cast_300": { - "sender": "Reshape_299", - "receiver": "Cast_300", + "AveragePool_298_Concat_311": { + "sender": "AveragePool_298", + "receiver": "Concat_311", + "sender_port": "_298", + "receiver_port": "_298" + }, + "Conv_299_PRelu_302": { + "sender": "Conv_299", + "receiver": "PRelu_302", "sender_port": "_299", "receiver_port": "_299" }, - "Cast_300_Pad_302": { - "sender": "Cast_300", - "receiver": "Pad_302", - "sender_port": "_300", - "receiver_port": "_300" + "Unsqueeze_301_PRelu_302": { + "sender": "Unsqueeze_301", + "receiver": "PRelu_302", + "sender_port": "_301", + "receiver_port": "_301" }, - "Pad_302_Pad_304": { - "sender": "Pad_302", - "receiver": "Pad_304", + "PRelu_302_Conv_303": { + "sender": "PRelu_302", + "receiver": "Conv_303", "sender_port": "_302", "receiver_port": "_302" }, - "Pad_304_AveragePool_305": { - "sender": "Pad_304", - "receiver": "AveragePool_305", - "sender_port": "_304", - "receiver_port": "_304" + "Conv_303_PRelu_306": { + "sender": "Conv_303", + "receiver": "PRelu_306", + "sender_port": "_303", + "receiver_port": "_303" }, - "AveragePool_305_Concat_318": { - "sender": "AveragePool_305", - "receiver": "Concat_318", + "Unsqueeze_305_PRelu_306": { + "sender": "Unsqueeze_305", + "receiver": "PRelu_306", "sender_port": "_305", "receiver_port": "_305" }, - "Conv_306_PRelu_309": { - "sender": "Conv_306", - "receiver": "PRelu_309", + "PRelu_306_Concat_311": { + "sender": "PRelu_306", + "receiver": "Concat_311", "sender_port": "_306", "receiver_port": "_306" }, - "Unsqueeze_308_PRelu_309": { - "sender": "Unsqueeze_308", - "receiver": "PRelu_309", - "sender_port": "_308", - "receiver_port": "_308" + "Conv_307_PRelu_310": { + "sender": "Conv_307", + "receiver": "PRelu_310", + "sender_port": "_307", + "receiver_port": "_307" }, - "PRelu_309_Conv_310": { - "sender": "PRelu_309", - "receiver": "Conv_310", + "Unsqueeze_309_PRelu_310": { + "sender": "Unsqueeze_309", + "receiver": "PRelu_310", "sender_port": "_309", "receiver_port": "_309" }, - "Conv_310_PRelu_313": { - "sender": "Conv_310", - "receiver": "PRelu_313", + "PRelu_310_Concat_311": { + "sender": "PRelu_310", + "receiver": "Concat_311", "sender_port": "_310", "receiver_port": "_310" }, - "Unsqueeze_312_PRelu_313": { - "sender": "Unsqueeze_312", - "receiver": "PRelu_313", - "sender_port": "_312", - "receiver_port": "_312" + "Concat_311_Pad_313": { + "sender": "Concat_311", + "receiver": "Pad_313", + "sender_port": "_311", + "receiver_port": "_311" }, - "PRelu_313_Concat_318": { - "sender": "PRelu_313", - "receiver": "Concat_318", + "Pad_313_AveragePool_314": { + "sender": "Pad_313", + "receiver": "AveragePool_314", "sender_port": "_313", "receiver_port": "_313" }, - "Conv_314_PRelu_317": { - "sender": "Conv_314", - "receiver": "PRelu_317", + "AveragePool_314_Conv_315": { + "sender": "AveragePool_314", + "receiver": "Conv_315", + "sender_port": "_314", + "receiver_port": "_314" + }, + "AveragePool_314_Conv_345": { + "sender": "AveragePool_314", + "receiver": "Conv_345", + "sender_port": "_314", + "receiver_port": "_314" + }, + "AveragePool_314_Conv_353": { + "sender": "AveragePool_314", + "receiver": "Conv_353", "sender_port": "_314", "receiver_port": "_314" }, - "Unsqueeze_316_PRelu_317": { - "sender": "Unsqueeze_316", - "receiver": "PRelu_317", - "sender_port": "_316", - "receiver_port": "_316" + "Conv_315_PRelu_318": { + "sender": "Conv_315", + "receiver": "PRelu_318", + "sender_port": "_315", + "receiver_port": "_315" }, - "PRelu_317_Concat_318": { - "sender": "PRelu_317", - "receiver": "Concat_318", + "Unsqueeze_317_PRelu_318": { + "sender": "Unsqueeze_317", + "receiver": "PRelu_318", "sender_port": "_317", "receiver_port": "_317" }, - "Concat_318_Pad_320": { - "sender": "Concat_318", - "receiver": "Pad_320", + "PRelu_318_Pad_341": { + "sender": "PRelu_318", + "receiver": "Pad_341", "sender_port": "_318", "receiver_port": "_318" }, - "Pad_320_AveragePool_321": { - "sender": "Pad_320", - "receiver": "AveragePool_321", + "Shape_320_Gather_321": { + "sender": "Shape_320", + "receiver": "Gather_321", "sender_port": "_320", "receiver_port": "_320" }, - "AveragePool_321_Conv_322": { - "sender": "AveragePool_321", - "receiver": "Conv_322", - "sender_port": "_321", - "receiver_port": "_321" - }, - "AveragePool_321_Conv_354": { - "sender": "AveragePool_321", - "receiver": "Conv_354", + "Gather_321_Sub_325": { + "sender": "Gather_321", + "receiver": "Sub_325", "sender_port": "_321", "receiver_port": "_321" }, - "AveragePool_321_Conv_362": { - "sender": "AveragePool_321", - "receiver": "Conv_362", - "sender_port": "_321", - "receiver_port": "_321" - }, - "Conv_322_PRelu_325": { - "sender": "Conv_322", - "receiver": "PRelu_325", - "sender_port": "_322", - "receiver_port": "_322" - }, - "Unsqueeze_324_PRelu_325": { - "sender": "Unsqueeze_324", - "receiver": "PRelu_325", + "Mul_324_Sub_325": { + "sender": "Mul_324", + "receiver": "Sub_325", "sender_port": "_324", "receiver_port": "_324" }, - "PRelu_325_Pad_350": { - "sender": "PRelu_325", - "receiver": "Pad_350", + "Sub_325_ConstantOfShape_327": { + "sender": "Sub_325", + "receiver": "ConstantOfShape_327", "sender_port": "_325", "receiver_port": "_325" }, - "ConcatFromSequence_327_Shape_329": { - "sender": "ConcatFromSequence_327", - "receiver": "Shape_329", - "sender_port": "_327", - "receiver_port": "_327" + "Cast_326_Concat_328": { + "sender": "Cast_326", + "receiver": "Concat_328", + "sender_port": "_326", + "receiver_port": "_326" }, - "ConcatFromSequence_327_Cast_335": { - "sender": "ConcatFromSequence_327", - "receiver": "Cast_335", + "ConstantOfShape_327_Concat_328": { + "sender": "ConstantOfShape_327", + "receiver": "Concat_328", "sender_port": "_327", "receiver_port": "_327" }, - "Shape_329_Gather_330": { - "sender": "Shape_329", - "receiver": "Gather_330", - "sender_port": "_329", - "receiver_port": "_329" + "Concat_328_Reshape_330": { + "sender": "Concat_328", + "receiver": "Reshape_330", + "sender_port": "_328", + "receiver_port": "_328" }, - "Gather_330_Sub_334": { - "sender": "Gather_330", - "receiver": "Sub_334", + "Reshape_330_Slice_335": { + "sender": "Reshape_330", + "receiver": "Slice_335", "sender_port": "_330", "receiver_port": "_330" }, - "Mul_333_Sub_334": { - "sender": "Mul_333", - "receiver": "Sub_334", - "sender_port": "_333", - "receiver_port": "_333" - }, - "Sub_334_ConstantOfShape_336": { - "sender": "Sub_334", - "receiver": "ConstantOfShape_336", - "sender_port": "_334", - "receiver_port": "_334" - }, - "Cast_335_Concat_337": { - "sender": "Cast_335", - "receiver": "Concat_337", + "Slice_335_Transpose_336": { + "sender": "Slice_335", + "receiver": "Transpose_336", "sender_port": "_335", "receiver_port": "_335" }, - "ConstantOfShape_336_Concat_337": { - "sender": "ConstantOfShape_336", - "receiver": "Concat_337", + "Transpose_336_Reshape_338": { + "sender": "Transpose_336", + "receiver": "Reshape_338", "sender_port": "_336", "receiver_port": "_336" }, - "Concat_337_Reshape_339": { - "sender": "Concat_337", - "receiver": "Reshape_339", - "sender_port": "_337", - "receiver_port": "_337" + "Reshape_338_Cast_339": { + "sender": "Reshape_338", + "receiver": "Cast_339", + "sender_port": "_338", + "receiver_port": "_338" }, - "Reshape_339_Slice_344": { - "sender": "Reshape_339", - "receiver": "Slice_344", + "Cast_339_Pad_341": { + "sender": "Cast_339", + "receiver": "Pad_341", "sender_port": "_339", "receiver_port": "_339" }, - "Slice_344_Transpose_345": { - "sender": "Slice_344", - "receiver": "Transpose_345", + "Pad_341_Pad_343": { + "sender": "Pad_341", + "receiver": "Pad_343", + "sender_port": "_341", + "receiver_port": "_341" + }, + "Pad_343_AveragePool_344": { + "sender": "Pad_343", + "receiver": "AveragePool_344", + "sender_port": "_343", + "receiver_port": "_343" + }, + "AveragePool_344_Concat_357": { + "sender": "AveragePool_344", + "receiver": "Concat_357", "sender_port": "_344", "receiver_port": "_344" }, - "Transpose_345_Reshape_347": { - "sender": "Transpose_345", - "receiver": "Reshape_347", + "Conv_345_PRelu_348": { + "sender": "Conv_345", + "receiver": "PRelu_348", "sender_port": "_345", "receiver_port": "_345" }, - "Reshape_347_Cast_348": { - "sender": "Reshape_347", - "receiver": "Cast_348", + "Unsqueeze_347_PRelu_348": { + "sender": "Unsqueeze_347", + "receiver": "PRelu_348", "sender_port": "_347", "receiver_port": "_347" }, - "Cast_348_Pad_350": { - "sender": "Cast_348", - "receiver": "Pad_350", + "PRelu_348_Conv_349": { + "sender": "PRelu_348", + "receiver": "Conv_349", "sender_port": "_348", "receiver_port": "_348" }, - "Pad_350_Pad_352": { - "sender": "Pad_350", - "receiver": "Pad_352", - "sender_port": "_350", - "receiver_port": "_350" - }, - "Pad_352_AveragePool_353": { - "sender": "Pad_352", - "receiver": "AveragePool_353", + "Conv_349_PRelu_352": { + "sender": "Conv_349", + "receiver": "PRelu_352", + "sender_port": "_349", + "receiver_port": "_349" + }, + "Unsqueeze_351_PRelu_352": { + "sender": "Unsqueeze_351", + "receiver": "PRelu_352", + "sender_port": "_351", + "receiver_port": "_351" + }, + "PRelu_352_Concat_357": { + "sender": "PRelu_352", + "receiver": "Concat_357", "sender_port": "_352", "receiver_port": "_352" }, - "AveragePool_353_Concat_366": { - "sender": "AveragePool_353", - "receiver": "Concat_366", + "Conv_353_PRelu_356": { + "sender": "Conv_353", + "receiver": "PRelu_356", "sender_port": "_353", "receiver_port": "_353" }, - "Conv_354_PRelu_357": { - "sender": "Conv_354", - "receiver": "PRelu_357", - "sender_port": "_354", - "receiver_port": "_354" + "Unsqueeze_355_PRelu_356": { + "sender": "Unsqueeze_355", + "receiver": "PRelu_356", + "sender_port": "_355", + "receiver_port": "_355" }, - "Unsqueeze_356_PRelu_357": { - "sender": "Unsqueeze_356", - "receiver": "PRelu_357", + "PRelu_356_Concat_357": { + "sender": "PRelu_356", + "receiver": "Concat_357", "sender_port": "_356", "receiver_port": "_356" }, - "PRelu_357_Conv_358": { - "sender": "PRelu_357", - "receiver": "Conv_358", + "Concat_357_Shape_358": { + "sender": "Concat_357", + "receiver": "Shape_358", "sender_port": "_357", "receiver_port": "_357" }, - "Conv_358_PRelu_361": { - "sender": "Conv_358", - "receiver": "PRelu_361", + "Concat_357_Reshape_365": { + "sender": "Concat_357", + "receiver": "Reshape_365", + "sender_port": "_357", + "receiver_port": "_357" + }, + "Shape_358_Slice_362": { + "sender": "Shape_358", + "receiver": "Slice_362", "sender_port": "_358", "receiver_port": "_358" }, - "Unsqueeze_360_PRelu_361": { - "sender": "Unsqueeze_360", - "receiver": "PRelu_361", - "sender_port": "_360", - "receiver_port": "_360" - }, - "PRelu_361_Concat_366": { - "sender": "PRelu_361", - "receiver": "Concat_366", - "sender_port": "_361", - "receiver_port": "_361" - }, - "Conv_362_PRelu_365": { - "sender": "Conv_362", - "receiver": "PRelu_365", + "Slice_362_Concat_364": { + "sender": "Slice_362", + "receiver": "Concat_364", "sender_port": "_362", "receiver_port": "_362" }, - "Unsqueeze_364_PRelu_365": { - "sender": "Unsqueeze_364", - "receiver": "PRelu_365", + "Concat_364_Reshape_365": { + "sender": "Concat_364", + "receiver": "Reshape_365", "sender_port": "_364", "receiver_port": "_364" }, - "PRelu_365_Concat_366": { - "sender": "PRelu_365", + "Reshape_365_Concat_366": { + "sender": "Reshape_365", "receiver": "Concat_366", "sender_port": "_365", "receiver_port": "_365" }, - "Concat_366_Shape_367": { - "sender": "Concat_366", - "receiver": "Shape_367", - "sender_port": "_366", - "receiver_port": "_366" - }, - "Concat_366_Reshape_374": { + "Concat_366_MatMul_368": { "sender": "Concat_366", - "receiver": "Reshape_374", + "receiver": "MatMul_368", "sender_port": "_366", "receiver_port": "_366" }, - "Shape_367_Slice_371": { - "sender": "Shape_367", - "receiver": "Slice_371", + "Transpose_367_MatMul_368": { + "sender": "Transpose_367", + "receiver": "MatMul_368", "sender_port": "_367", "receiver_port": "_367" }, - "Slice_371_Concat_373": { - "sender": "Slice_371", - "receiver": "Concat_373", + "MatMul_368_Add_369": { + "sender": "MatMul_368", + "receiver": "Add_369", + "sender_port": "_368", + "receiver_port": "_368" + }, + "Add_369_PRelu_370": { + "sender": "Add_369", + "receiver": "PRelu_370", + "sender_port": "_369", + "receiver_port": "_369" + }, + "PRelu_370_MatMul_372": { + "sender": "PRelu_370", + "receiver": "MatMul_372", + "sender_port": "_370", + "receiver_port": "_370" + }, + "Transpose_371_MatMul_372": { + "sender": "Transpose_371", + "receiver": "MatMul_372", "sender_port": "_371", "receiver_port": "_371" }, - "Concat_373_Reshape_374": { - "sender": "Concat_373", - "receiver": "Reshape_374", + "MatMul_372_Add_373": { + "sender": "MatMul_372", + "receiver": "Add_373", + "sender_port": "_372", + "receiver_port": "_372" + }, + "Add_373_PRelu_374": { + "sender": "Add_373", + "receiver": "PRelu_374", "sender_port": "_373", "receiver_port": "_373" }, - "Reshape_374_Concat_375": { - "sender": "Reshape_374", - "receiver": "Concat_375", + "PRelu_374_MatMul_376": { + "sender": "PRelu_374", + "receiver": "MatMul_376", "sender_port": "_374", "receiver_port": "_374" }, - "Concat_375_MatMul_377": { - "sender": "Concat_375", - "receiver": "MatMul_377", + "Transpose_375_MatMul_376": { + "sender": "Transpose_375", + "receiver": "MatMul_376", "sender_port": "_375", "receiver_port": "_375" }, - "Transpose_376_MatMul_377": { - "sender": "Transpose_376", - "receiver": "MatMul_377", + "MatMul_376_Add_377": { + "sender": "MatMul_376", + "receiver": "Add_377", "sender_port": "_376", "receiver_port": "_376" - }, - "MatMul_377_Add_378": { - "sender": "MatMul_377", - "receiver": "Add_378", - "sender_port": "_377", - "receiver_port": "_377" - }, - "Add_378_PRelu_379": { - "sender": "Add_378", - "receiver": "PRelu_379", - "sender_port": "_378", - "receiver_port": "_378" - }, - "PRelu_379_MatMul_381": { - "sender": "PRelu_379", - "receiver": "MatMul_381", - "sender_port": "_379", - "receiver_port": "_379" - }, - "Transpose_380_MatMul_381": { - "sender": "Transpose_380", - "receiver": "MatMul_381", - "sender_port": "_380", - "receiver_port": "_380" - }, - "MatMul_381_Add_382": { - "sender": "MatMul_381", - "receiver": "Add_382", - "sender_port": "_381", - "receiver_port": "_381" - }, - "Add_382_PRelu_383": { - "sender": "Add_382", - "receiver": "PRelu_383", - "sender_port": "_382", - "receiver_port": "_382" - }, - "PRelu_383_MatMul_385": { - "sender": "PRelu_383", - "receiver": "MatMul_385", - "sender_port": "_383", - "receiver_port": "_383" - }, - "Transpose_384_MatMul_385": { - "sender": "Transpose_384", - "receiver": "MatMul_385", - "sender_port": "_384", - "receiver_port": "_384" - }, - "MatMul_385_Add_386": { - "sender": "MatMul_385", - "receiver": "Add_386", - "sender_port": "_385", - "receiver_port": "_385" } } } }, - "onnx_opset_version": 9 + "onnx_opset_version": 14 } } diff --git a/examples/PyTorch/inception.png b/examples/PyTorch/inception.png index ed468c27..7ce33c45 100644 Binary files a/examples/PyTorch/inception.png and b/examples/PyTorch/inception.png differ diff --git a/examples/PyTorch/simple_pytorch_to_mdf.json b/examples/PyTorch/simple_pytorch_to_mdf.json index 54ec15c7..eb67a2e9 100644 --- a/examples/PyTorch/simple_pytorch_to_mdf.json +++ b/examples/PyTorch/simple_pytorch_to_mdf.json @@ -416,6 +416,6 @@ } } }, - "onnx_opset_version": 9 + "onnx_opset_version": 14 } } diff --git a/tests/interfaces/onnx/test_importer.py b/tests/interfaces/onnx/test_importer.py index 107e5870..f4fdd037 100644 --- a/tests/interfaces/onnx/test_importer.py +++ b/tests/interfaces/onnx/test_importer.py @@ -26,7 +26,7 @@ def test_ab(): mdf_executable = EvaluableGraph(mdf_model.graphs[0], verbose=False) mdf_executable.evaluate(initializer={"input": test_input}) - mdf_output = mdf_executable.enodes["Mul_3"].evaluable_outputs["_4"].curr_value + mdf_output = mdf_executable.enodes["/B/Mul"].evaluable_outputs["_4"].curr_value # Get the translated ONNX model onnx_models = mdf_to_onnx(mdf_model) diff --git a/tests/test_scheduler.py b/tests/test_scheduler.py index 4bd7beba..45b5356a 100644 --- a/tests/test_scheduler.py +++ b/tests/test_scheduler.py @@ -69,7 +69,7 @@ def test_execution_engine_onnx(tmpdir): eg = modeci_mdf.execution_engine.main( "examples/ONNX/ab.%s" % mdf_format, array_format=array_format ) - output = eg.enodes["Mul_3"].evaluable_outputs["_4"].curr_value + output = eg.enodes["/B/Mul"].evaluable_outputs["_4"].curr_value assert np.array_equal(output, np.full((2, 3), 5))