completed thesisHEADmaster

10 files changed, 1187 insertions, 0 deletions

diff --git a/python/openvino/demo/models/architectures/A10_Small_NoSoftmax.arch b/python/openvino/demo/models/architectures/A10_Small_NoSoftmax.arch
new file mode 100644
index 0000000..183d50d
--- /dev/null
+++ b/python/openvino/demo/models/architectures/A10_Small_NoSoftmax.arch
@@ -0,0 +1,118 @@
+family : 'A10'
+k_vector : 16
+c_vector : 16
+arch_precision : FP11
+
+stream_buffer_depth : 17600
+
+output_channels_max : 14320
+
+enable_debug : false
+
+pe_array { 
+  num_interleaved_features : 4
+  num_interleaved_filters : 1
+  exit_fifo_depth : 1024
+}
+
+filter_scratchpad {
+  filter_depth : 512
+  bias_scale_depth : 512
+}
+
+dma {
+  csr_addr_width : 11
+  csr_data_bytes : 4
+  ddr_addr_width : 32
+  ddr_burst_width : 4
+  ddr_data_bytes : 64
+  ddr_read_id_width : 2
+}
+
+activation {
+  generic_aux_parameters {
+    k_vector : 16
+  }
+  enable_relu : true
+  enable_leaky_relu : false
+  enable_sigmoid : false
+  enable_prelu : false
+}
+
+pool {
+  generic_aux_parameters {
+    k_vector : 1
+  }
+  max_window_height : 3
+  max_window_width : 3
+  max_stride_vertical : 4
+  max_stride_horizontal : 4
+}
+
+xbar {
+  xbar_k_vector : 16
+  max_input_interfaces : 4
+  max_output_interfaces : 4
+  xbar_ports {
+    xbar_aux_port {
+      name : 'activation'
+      input_connection : 'xbar_in_port'
+    }
+    xbar_aux_port {
+      name : 'pool'
+      input_connection : 'xbar_in_port'
+      input_connection : 'activation'
+    }
+  }
+  xbar_in_port {
+    external_connection  : 'pe_array'
+  }
+  xbar_out_port {
+    external_connection : 'input_feeder'
+    external_connection : 'output_writer'
+    input_connection    : 'xbar_in_port'
+    input_connection    : 'pool'
+    input_connection    : 'activation'
+  }
+}
+
+config_network {
+  modules {
+    module {
+      name : 'filter_reader'
+      cross_clock : 1
+    }
+    module {
+      name : 'input_feeder_mux'
+    }
+    module {
+      name : 'input_feeder_writer'
+    }
+    module {
+      name : 'input_feeder_in'
+    }
+    module {
+      name : 'input_feeder_reader'
+    }
+    module {
+      name : 'input_feeder_out'
+    }
+    module {
+      name : 'feature_writer'
+      cross_clock : 1
+    }
+    module {
+      name : 'feature_reader'
+      cross_clock : 1
+    }
+    module {
+      name : 'xbar'
+    }
+    module {
+      name : 'activation'
+    }
+    module {
+      name : 'pool'
+    }
+  }
+}
diff --git a/python/openvino/demo/models/architectures/AGX7_Small_NoSoftmax.arch b/python/openvino/demo/models/architectures/AGX7_Small_NoSoftmax.arch
new file mode 100644
index 0000000..531bc91
--- /dev/null
+++ b/python/openvino/demo/models/architectures/AGX7_Small_NoSoftmax.arch
@@ -0,0 +1,118 @@
+family : 'AGX7'
+k_vector : 16
+c_vector : 16
+arch_precision : FP11
+
+stream_buffer_depth : 17600
+
+output_channels_max : 14320
+
+enable_debug : false
+
+pe_array { 
+  num_interleaved_features : 5
+  num_interleaved_filters : 1
+  exit_fifo_depth : 1024
+}
+
+filter_scratchpad {
+  filter_depth : 512
+  bias_scale_depth : 512
+}
+
+dma {
+  csr_addr_width : 11
+  csr_data_bytes : 4
+  ddr_addr_width : 32
+  ddr_burst_width : 4
+  ddr_data_bytes : 64
+  ddr_read_id_width : 2
+}
+
+activation {
+  generic_aux_parameters {
+    k_vector : 16
+  }
+  enable_relu : true
+  enable_leaky_relu : false
+  enable_sigmoid : false
+  enable_prelu : false
+}
+
+pool {
+  generic_aux_parameters {
+    k_vector : 1
+  }
+  max_window_height : 3
+  max_window_width : 3
+  max_stride_vertical : 4
+  max_stride_horizontal : 4
+}
+
+xbar {
+  xbar_k_vector : 16
+  max_input_interfaces : 4
+  max_output_interfaces : 4
+  xbar_ports {
+    xbar_aux_port {
+      name : 'activation'
+      input_connection : 'xbar_in_port'
+    }
+    xbar_aux_port {
+      name : 'pool'
+      input_connection : 'xbar_in_port'
+      input_connection : 'activation'
+    }
+  }
+  xbar_in_port {
+    external_connection  : 'pe_array'
+  }
+  xbar_out_port {
+    external_connection : 'input_feeder'
+    external_connection : 'output_writer'
+    input_connection    : 'xbar_in_port'
+    input_connection    : 'pool'
+    input_connection    : 'activation'
+  }
+}
+
+config_network {
+  modules {
+    module {
+      name : 'filter_reader'
+      cross_clock : 1
+    }
+    module {
+      name : 'input_feeder_mux'
+    }
+    module {
+      name : 'input_feeder_writer'
+    }
+    module {
+      name : 'input_feeder_in'
+    }
+    module {
+      name : 'input_feeder_reader'
+    }
+    module {
+      name : 'input_feeder_out'
+    }
+    module {
+      name : 'feature_writer'
+      cross_clock : 1
+    }
+    module {
+      name : 'feature_reader'
+      cross_clock : 1
+    }
+    module {
+      name : 'xbar'
+    }
+    module {
+      name : 'activation'
+    }
+    module {
+      name : 'pool'
+    }
+  }
+}
diff --git a/python/openvino/demo/models/architectures/agx7_area.arch b/python/openvino/demo/models/architectures/agx7_area.arch
new file mode 100644
index 0000000..4b64070
--- /dev/null
+++ b/python/openvino/demo/models/architectures/agx7_area.arch
@@ -0,0 +1,111 @@
+k_vector: 32
+c_vector: 32
+family: "AGX7"
+arch_precision: FP11
+filter_precision: FP11
+sb_precision: FP11
+output_channels_max: 14320
+enable_debug: false
+stream_buffer_depth: 6148
+dma {
+  csr_addr_width: 11
+  csr_data_bytes: 4
+  ddr_addr_width: 32
+  ddr_burst_width: 4
+  ddr_data_bytes: 64
+  ddr_read_id_width: 2
+}
+config_network {
+  modules {
+    module {
+      name: "filter_reader"
+      cross_clock: 1
+    }
+    module {
+      name: "input_feeder_mux"
+    }
+    module {
+      name: "input_feeder_writer"
+    }
+    module {
+      name: "input_feeder_in"
+    }
+    module {
+      name: "input_feeder_reader"
+    }
+    module {
+      name: "input_feeder_out"
+    }
+    module {
+      name: "feature_writer"
+      cross_clock: 1
+    }
+    module {
+      name: "feature_reader"
+      cross_clock: 1
+    }
+    module {
+      name: "xbar"
+    }
+    module {
+      name: "activation"
+    }
+    module {
+      name: "pool"
+    }
+  }
+}
+xbar {
+  xbar_k_vector: 4
+  max_input_interfaces: 4
+  max_output_interfaces: 4
+  xbar_ports {
+    xbar_aux_port {
+      name: "activation"
+      input_connection: "xbar_in_port"
+    }
+    xbar_aux_port {
+      name: "pool"
+      input_connection: "xbar_in_port"
+      input_connection: "activation"
+    }
+  }
+  xbar_in_port {
+    external_connection: "pe_array"
+  }
+  xbar_out_port {
+    external_connection: "input_feeder"
+    external_connection: "output_writer"
+    input_connection: "xbar_in_port"
+    input_connection: "pool"
+    input_connection: "activation"
+  }
+}
+activation {
+  generic_aux_parameters {
+    k_vector: 4
+  }
+  enable_relu: true
+  enable_leaky_relu: false
+  enable_prelu: false
+  enable_sigmoid: false
+}
+pool {
+  generic_aux_parameters {
+    k_vector: 4
+  }
+  max_window_height: 3
+  max_window_width: 3
+  max_stride_vertical: 4
+  max_stride_horizontal: 4
+}
+pe_array {
+  dsp_limit: 8528
+  num_interleaved_features: 5
+  num_interleaved_filters: 1
+  exit_fifo_depth: 1024
+}
+filter_scratchpad {
+  filter_depth: 512
+  bias_scale_depth: 512
+}
diff --git a/python/openvino/demo/models/architectures/agx7_area.ptc b/python/openvino/demo/models/architectures/agx7_area.ptc
new file mode 100644
index 0000000..feb1a77
--- /dev/null
+++ b/python/openvino/demo/models/architectures/agx7_area.ptc
@@ -0,0 +1,248 @@
+{
+    "blocks": {
+        "apply_margin_group": [
+            {
+                "ThermalApplyMargin": "0%"
+            }
+        ],
+        "auto_compute_tj_group": [
+            {
+                "Main_AUTO_COMPUTE_TJ": "Detailed Thermal Model"
+            }
+        ],
+        "calc_mode_group": [
+            {
+                "ThermalCalcMode": "Find cooling solution for maximum junction temperature limit"
+            }
+        ],
+        "clock_row_group": [
+            {
+                "CLOCKUSERINPUT_CLOCK_FREQ": "1000",
+                "CLOCKUSERINPUT_DOMAIN": "",
+                "CLOCKUSERINPUT_FANOUT": "95581",
+                "CLOCKUSERINPUT_GLOBAL_EN": "100%",
+                "CLOCKUSERINPUT_LOCAL_EN": "100%",
+                "CLOCKUSERINPUT_MODULE": "",
+                "CLOCKUSERINPUT_USER_COMMENTS": "",
+                "CLOCKUSERINPUT_UTILIZATION_FACTOR": "2"
+            }
+        ],
+        "cpu_group": [
+            {
+                "HPSUSERINPUT_CPU_APP": "Off",
+                "HPSUSERINPUT_CPU_FREQUENCY": "0",
+                "HPSUSERINPUT_CPU_NUM_A53_CORES": "0",
+                "HPSUSERINPUT_CPU_NUM_A55_CORES": "0",
+                "HPSUSERINPUT_CPU_NUM_A76_CORES": "0",
+                "HPSUSERINPUT_L3_CACHE_SIZE": "0",
+                "HPSUSERINPUT_UNUSED_CORES_TREATMENT": "Power Up Unused Cores",
+                "HPS_INSTANCE_PATH": "",
+                "HPS_MODULE": "",
+                "HPS_SWITCH": "OFF",
+                "HPS_VCCL_HPSVoltage": "N/A"
+            }
+        ],
+        "device_definition": [
+            {
+                "Device": "AGFB027R24C"
+            }
+        ],
+        "dsp_row_group": [
+            {
+                "DSPUSERINPUT_CLOCK_ENABLE": "100%",
+                "DSPUSERINPUT_CLOCK_FREQ": "1000",
+                "DSPUSERINPUT_COEFFICIENT": "No",
+                "DSPUSERINPUT_CONFIG": "Sum of 4 9X9",
+                "DSPUSERINPUT_INSTANCE_PATH": "",
+                "DSPUSERINPUT_MODULE": "",
+                "DSPUSERINPUT_NUM_INSTANCES": "288",
+                "DSPUSERINPUT_PREADDER": "No",
+                "DSPUSERINPUT_REGISTERED_STAGES": "4",
+                "DSPUSERINPUT_TOGGLE_RATE": "12.5%",
+                "DSPUSERINPUT_USER_COMMENTS": ""
+            }
+        ],
+        "family_definition": [
+            {
+                "Family": "Agilex 7"
+            }
+        ],
+        "hbm_freq_group": [
+            {
+                "HBMUSERINPUT_HBM0_FREQUENCY": "0",
+                "HBMUSERINPUT_HBM1_FREQUENCY": "0"
+            }
+        ],
+        "io_unused_banks_group": [
+            {
+                "IOUSERINPUT_UNUSED_HVIO_BANKS": "N/A",
+                "IOUSERINPUT_UNUSED_IO_BANKS": "1.2V"
+            }
+        ],
+        "logic_row_group": [
+            {
+                "LOGICUSERINPUT_CLOCK_FREQ": "1000",
+                "LOGICUSERINPUT_INSTANCE_PATH": "",
+                "LOGICUSERINPUT_MODULE": "",
+                "LOGICUSERINPUT_NUM_FF": "56621",
+                "LOGICUSERINPUT_NUM_HALF_ALM": "36199",
+                "LOGICUSERINPUT_ROUTING_FACTOR": "3",
+                "LOGICUSERINPUT_TOGGLE_RATE": "12.5%",
+                "LOGICUSERINPUT_USER_COMMENTS": ""
+            }
+        ],
+        "package_definition": [
+            {
+                "Package": "R24C"
+            }
+        ],
+        "power_char_definition": [
+            {
+                "PowerChar": "Maximum"
+            }
+        ],
+        "ram_row_group": [
+            {
+                "RAMUSERINPUT_BLOCK_ID": "N/A",
+                "RAMUSERINPUT_DEPTH": "512",
+                "RAMUSERINPUT_INSTANCE_PATH": "",
+                "RAMUSERINPUT_MODE": "Simple Dual Port",
+                "RAMUSERINPUT_MODULE": "",
+                "RAMUSERINPUT_NUM_BLOCKS": "232",
+                "RAMUSERINPUT_PORT_A_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_A_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_A_RDEN": "0%",
+                "RAMUSERINPUT_PORT_A_WREN": "50%",
+                "RAMUSERINPUT_PORT_B_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_B_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_B_RDEN": "100%",
+                "RAMUSERINPUT_PORT_B_WREN": "0%",
+                "RAMUSERINPUT_PORT_C_WREN": "0%",
+                "RAMUSERINPUT_PORT_D_RDEN": "0%",
+                "RAMUSERINPUT_TOGGLE_RATE": "12.5%",
+                "RAMUSERINPUT_TYPE": "M20K",
+                "RAMUSERINPUT_UNOC_MODE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_ENABLE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_WREN": "N/A",
+                "RAMUSERINPUT_USER_COMMENTS": "",
+                "RAMUSERINPUT_WIDTH": "40"
+            },
+            {
+                "RAMUSERINPUT_BLOCK_ID": "N/A",
+                "RAMUSERINPUT_DEPTH": "1024",
+                "RAMUSERINPUT_INSTANCE_PATH": "",
+                "RAMUSERINPUT_MODE": "Simple Dual Port",
+                "RAMUSERINPUT_MODULE": "",
+                "RAMUSERINPUT_NUM_BLOCKS": "8",
+                "RAMUSERINPUT_PORT_A_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_A_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_A_RDEN": "0%",
+                "RAMUSERINPUT_PORT_A_WREN": "50%",
+                "RAMUSERINPUT_PORT_B_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_B_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_B_RDEN": "100%",
+                "RAMUSERINPUT_PORT_B_WREN": "0%",
+                "RAMUSERINPUT_PORT_C_WREN": "0%",
+                "RAMUSERINPUT_PORT_D_RDEN": "0%",
+                "RAMUSERINPUT_TOGGLE_RATE": "12.5%",
+                "RAMUSERINPUT_TYPE": "M20K",
+                "RAMUSERINPUT_UNOC_MODE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_ENABLE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_WREN": "N/A",
+                "RAMUSERINPUT_USER_COMMENTS": "",
+                "RAMUSERINPUT_WIDTH": "20"
+            },
+            {
+                "RAMUSERINPUT_BLOCK_ID": "N/A",
+                "RAMUSERINPUT_DEPTH": "2048",
+                "RAMUSERINPUT_INSTANCE_PATH": "",
+                "RAMUSERINPUT_MODE": "Simple Dual Port",
+                "RAMUSERINPUT_MODULE": "",
+                "RAMUSERINPUT_NUM_BLOCKS": "69",
+                "RAMUSERINPUT_PORT_A_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_A_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_A_RDEN": "0%",
+                "RAMUSERINPUT_PORT_A_WREN": "50%",
+                "RAMUSERINPUT_PORT_B_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_B_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_B_RDEN": "100%",
+                "RAMUSERINPUT_PORT_B_WREN": "0%",
+                "RAMUSERINPUT_PORT_C_WREN": "0%",
+                "RAMUSERINPUT_PORT_D_RDEN": "0%",
+                "RAMUSERINPUT_TOGGLE_RATE": "12.5%",
+                "RAMUSERINPUT_TYPE": "M20K",
+                "RAMUSERINPUT_UNOC_MODE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_ENABLE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_WREN": "N/A",
+                "RAMUSERINPUT_USER_COMMENTS": "",
+                "RAMUSERINPUT_WIDTH": "10"
+            },
+            {
+                "RAMUSERINPUT_BLOCK_ID": "N/A",
+                "RAMUSERINPUT_DEPTH": "2048",
+                "RAMUSERINPUT_INSTANCE_PATH": "",
+                "RAMUSERINPUT_MODE": "Simple Dual Port",
+                "RAMUSERINPUT_MODULE": "",
+                "RAMUSERINPUT_NUM_BLOCKS": "79",
+                "RAMUSERINPUT_PORT_A_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_A_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_A_RDEN": "0%",
+                "RAMUSERINPUT_PORT_A_WREN": "50%",
+                "RAMUSERINPUT_PORT_B_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_B_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_B_RDEN": "100%",
+                "RAMUSERINPUT_PORT_B_WREN": "0%",
+                "RAMUSERINPUT_PORT_C_WREN": "0%",
+                "RAMUSERINPUT_PORT_D_RDEN": "0%",
+                "RAMUSERINPUT_TOGGLE_RATE": "12.5%",
+                "RAMUSERINPUT_TYPE": "M20K",
+                "RAMUSERINPUT_UNOC_MODE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_ENABLE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_WREN": "N/A",
+                "RAMUSERINPUT_USER_COMMENTS": "",
+                "RAMUSERINPUT_WIDTH": "10"
+            }
+        ],
+        "temp_grade_definition": [
+            {
+                "TempGrade": "Extended -2 Standard Power"
+            }
+        ],
+        "thermal_inputs_group": [
+            {
+                "ThermalPsiCAInput": "N/A",
+                "ThermalTA": "25",
+                "ThermalTJMAX": "100"
+            }
+        ],
+        "thermal_parameters": [
+            {
+                "Main_User_Tj": "N/A"
+            }
+        ],
+        "thermal_recalc_group": [
+            {
+                "ThermalRecalcMode": "Automatic"
+            }
+        ],
+        "tsd_method_group": [
+            {
+                "ThermalTsdMethod": "Not supported"
+            }
+        ],
+        "xcvr_grade_definition": [
+            {
+                "XCVRGrade": "F2"
+            }
+        ],
+        "xcvr_unused_banks_group": [
+            {
+                "HSSIUSERINPUT_UNUSED_HSSI_BANKS": "Power Down Unused Transceivers"
+            }
+        ]
+    },
+    "header": {
+        "EPE_IMPORT_VERSION": "4.11"
+    },
+    "ips": {}
+}
diff --git a/python/openvino/demo/models/architectures/agx7_performance.arch b/python/openvino/demo/models/architectures/agx7_performance.arch
new file mode 100644
index 0000000..15e535a
--- /dev/null
+++ b/python/openvino/demo/models/architectures/agx7_performance.arch
@@ -0,0 +1,111 @@
+k_vector: 128
+c_vector: 64
+family: "AGX7"
+arch_precision: FP11
+filter_precision: FP11
+sb_precision: FP11
+output_channels_max: 14320
+enable_debug: false
+stream_buffer_depth: 98441
+dma {
+  csr_addr_width: 11
+  csr_data_bytes: 4
+  ddr_addr_width: 32
+  ddr_burst_width: 4
+  ddr_data_bytes: 64
+  ddr_read_id_width: 2
+}
+config_network {
+  modules {
+    module {
+      name: "filter_reader"
+      cross_clock: 1
+    }
+    module {
+      name: "input_feeder_mux"
+    }
+    module {
+      name: "input_feeder_writer"
+    }
+    module {
+      name: "input_feeder_in"
+    }
+    module {
+      name: "input_feeder_reader"
+    }
+    module {
+      name: "input_feeder_out"
+    }
+    module {
+      name: "feature_writer"
+      cross_clock: 1
+    }
+    module {
+      name: "feature_reader"
+      cross_clock: 1
+    }
+    module {
+      name: "xbar"
+    }
+    module {
+      name: "activation"
+    }
+    module {
+      name: "pool"
+    }
+  }
+}
+xbar {
+  xbar_k_vector: 64
+  max_input_interfaces: 4
+  max_output_interfaces: 4
+  xbar_ports {
+    xbar_aux_port {
+      name: "activation"
+      input_connection: "xbar_in_port"
+    }
+    xbar_aux_port {
+      name: "pool"
+      input_connection: "xbar_in_port"
+      input_connection: "activation"
+    }
+  }
+  xbar_in_port {
+    external_connection: "pe_array"
+  }
+  xbar_out_port {
+    external_connection: "input_feeder"
+    external_connection: "output_writer"
+    input_connection: "xbar_in_port"
+    input_connection: "pool"
+    input_connection: "activation"
+  }
+}
+activation {
+  generic_aux_parameters {
+    k_vector: 64
+  }
+  enable_relu: true
+  enable_leaky_relu: false
+  enable_prelu: false
+  enable_sigmoid: false
+}
+pool {
+  generic_aux_parameters {
+    k_vector: 64
+  }
+  max_window_height: 3
+  max_window_width: 3
+  max_stride_vertical: 4
+  max_stride_horizontal: 4
+}
+pe_array {
+  dsp_limit: 8528
+  num_interleaved_features: 5
+  num_interleaved_filters: 1
+  exit_fifo_depth: 1024
+}
+filter_scratchpad {
+  filter_depth: 512
+  bias_scale_depth: 512
+}
diff --git a/python/openvino/demo/models/architectures/agx7_performance.ptc b/python/openvino/demo/models/architectures/agx7_performance.ptc
new file mode 100644
index 0000000..00aad89
--- /dev/null
+++ b/python/openvino/demo/models/architectures/agx7_performance.ptc
@@ -0,0 +1,223 @@
+{
+    "blocks": {
+        "apply_margin_group": [
+            {
+                "ThermalApplyMargin": "0%"
+            }
+        ],
+        "auto_compute_tj_group": [
+            {
+                "Main_AUTO_COMPUTE_TJ": "Detailed Thermal Model"
+            }
+        ],
+        "calc_mode_group": [
+            {
+                "ThermalCalcMode": "Find cooling solution for maximum junction temperature limit"
+            }
+        ],
+        "clock_row_group": [
+            {
+                "CLOCKUSERINPUT_CLOCK_FREQ": "1000",
+                "CLOCKUSERINPUT_DOMAIN": "",
+                "CLOCKUSERINPUT_FANOUT": "771050",
+                "CLOCKUSERINPUT_GLOBAL_EN": "100%",
+                "CLOCKUSERINPUT_LOCAL_EN": "100%",
+                "CLOCKUSERINPUT_MODULE": "",
+                "CLOCKUSERINPUT_USER_COMMENTS": "",
+                "CLOCKUSERINPUT_UTILIZATION_FACTOR": "2"
+            }
+        ],
+        "cpu_group": [
+            {
+                "HPSUSERINPUT_CPU_APP": "Off",
+                "HPSUSERINPUT_CPU_FREQUENCY": "0",
+                "HPSUSERINPUT_CPU_NUM_A53_CORES": "0",
+                "HPSUSERINPUT_CPU_NUM_A55_CORES": "0",
+                "HPSUSERINPUT_CPU_NUM_A76_CORES": "0",
+                "HPSUSERINPUT_L3_CACHE_SIZE": "0",
+                "HPSUSERINPUT_UNUSED_CORES_TREATMENT": "Power Up Unused Cores",
+                "HPS_INSTANCE_PATH": "",
+                "HPS_MODULE": "",
+                "HPS_SWITCH": "OFF",
+                "HPS_VCCL_HPSVoltage": "N/A"
+            }
+        ],
+        "device_definition": [
+            {
+                "Device": "AGFB027R24C"
+            }
+        ],
+        "dsp_row_group": [
+            {
+                "DSPUSERINPUT_CLOCK_ENABLE": "100%",
+                "DSPUSERINPUT_CLOCK_FREQ": "1000",
+                "DSPUSERINPUT_COEFFICIENT": "No",
+                "DSPUSERINPUT_CONFIG": "Sum of 4 9X9",
+                "DSPUSERINPUT_INSTANCE_PATH": "",
+                "DSPUSERINPUT_MODULE": "",
+                "DSPUSERINPUT_NUM_INSTANCES": "2176",
+                "DSPUSERINPUT_PREADDER": "No",
+                "DSPUSERINPUT_REGISTERED_STAGES": "4",
+                "DSPUSERINPUT_TOGGLE_RATE": "12.5%",
+                "DSPUSERINPUT_USER_COMMENTS": ""
+            }
+        ],
+        "family_definition": [
+            {
+                "Family": "Agilex 7"
+            }
+        ],
+        "hbm_freq_group": [
+            {
+                "HBMUSERINPUT_HBM0_FREQUENCY": "0",
+                "HBMUSERINPUT_HBM1_FREQUENCY": "0"
+            }
+        ],
+        "io_unused_banks_group": [
+            {
+                "IOUSERINPUT_UNUSED_HVIO_BANKS": "N/A",
+                "IOUSERINPUT_UNUSED_IO_BANKS": "1.2V"
+            }
+        ],
+        "logic_row_group": [
+            {
+                "LOGICUSERINPUT_CLOCK_FREQ": "1000",
+                "LOGICUSERINPUT_INSTANCE_PATH": "",
+                "LOGICUSERINPUT_MODULE": "",
+                "LOGICUSERINPUT_NUM_FF": "551076",
+                "LOGICUSERINPUT_NUM_HALF_ALM": "217620",
+                "LOGICUSERINPUT_ROUTING_FACTOR": "3",
+                "LOGICUSERINPUT_TOGGLE_RATE": "12.5%",
+                "LOGICUSERINPUT_USER_COMMENTS": ""
+            }
+        ],
+        "package_definition": [
+            {
+                "Package": "R24C"
+            }
+        ],
+        "power_char_definition": [
+            {
+                "PowerChar": "Maximum"
+            }
+        ],
+        "ram_row_group": [
+            {
+                "RAMUSERINPUT_BLOCK_ID": "N/A",
+                "RAMUSERINPUT_DEPTH": "512",
+                "RAMUSERINPUT_INSTANCE_PATH": "",
+                "RAMUSERINPUT_MODE": "Simple Dual Port",
+                "RAMUSERINPUT_MODULE": "",
+                "RAMUSERINPUT_NUM_BLOCKS": "1754",
+                "RAMUSERINPUT_PORT_A_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_A_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_A_RDEN": "0%",
+                "RAMUSERINPUT_PORT_A_WREN": "50%",
+                "RAMUSERINPUT_PORT_B_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_B_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_B_RDEN": "100%",
+                "RAMUSERINPUT_PORT_B_WREN": "0%",
+                "RAMUSERINPUT_PORT_C_WREN": "0%",
+                "RAMUSERINPUT_PORT_D_RDEN": "0%",
+                "RAMUSERINPUT_TOGGLE_RATE": "12.5%",
+                "RAMUSERINPUT_TYPE": "M20K",
+                "RAMUSERINPUT_UNOC_MODE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_ENABLE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_WREN": "N/A",
+                "RAMUSERINPUT_USER_COMMENTS": "",
+                "RAMUSERINPUT_WIDTH": "40"
+            },
+            {
+                "RAMUSERINPUT_BLOCK_ID": "N/A",
+                "RAMUSERINPUT_DEPTH": "2048",
+                "RAMUSERINPUT_INSTANCE_PATH": "",
+                "RAMUSERINPUT_MODE": "Simple Dual Port",
+                "RAMUSERINPUT_MODULE": "",
+                "RAMUSERINPUT_NUM_BLOCKS": "2208",
+                "RAMUSERINPUT_PORT_A_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_A_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_A_RDEN": "0%",
+                "RAMUSERINPUT_PORT_A_WREN": "50%",
+                "RAMUSERINPUT_PORT_B_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_B_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_B_RDEN": "100%",
+                "RAMUSERINPUT_PORT_B_WREN": "0%",
+                "RAMUSERINPUT_PORT_C_WREN": "0%",
+                "RAMUSERINPUT_PORT_D_RDEN": "0%",
+                "RAMUSERINPUT_TOGGLE_RATE": "12.5%",
+                "RAMUSERINPUT_TYPE": "M20K",
+                "RAMUSERINPUT_UNOC_MODE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_ENABLE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_WREN": "N/A",
+                "RAMUSERINPUT_USER_COMMENTS": "",
+                "RAMUSERINPUT_WIDTH": "10"
+            },
+            {
+                "RAMUSERINPUT_BLOCK_ID": "N/A",
+                "RAMUSERINPUT_DEPTH": "2048",
+                "RAMUSERINPUT_INSTANCE_PATH": "",
+                "RAMUSERINPUT_MODE": "Simple Dual Port",
+                "RAMUSERINPUT_MODULE": "",
+                "RAMUSERINPUT_NUM_BLOCKS": "129",
+                "RAMUSERINPUT_PORT_A_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_A_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_A_RDEN": "0%",
+                "RAMUSERINPUT_PORT_A_WREN": "50%",
+                "RAMUSERINPUT_PORT_B_CLOCK_FREQ": "1000",
+                "RAMUSERINPUT_PORT_B_ENABLE": "100%",
+                "RAMUSERINPUT_PORT_B_RDEN": "100%",
+                "RAMUSERINPUT_PORT_B_WREN": "0%",
+                "RAMUSERINPUT_PORT_C_WREN": "0%",
+                "RAMUSERINPUT_PORT_D_RDEN": "0%",
+                "RAMUSERINPUT_TOGGLE_RATE": "12.5%",
+                "RAMUSERINPUT_TYPE": "M20K",
+                "RAMUSERINPUT_UNOC_MODE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_ENABLE": "N/A",
+                "RAMUSERINPUT_UNOC_PORT_WREN": "N/A",
+                "RAMUSERINPUT_USER_COMMENTS": "",
+                "RAMUSERINPUT_WIDTH": "10"
+            }
+        ],
+        "temp_grade_definition": [
+            {
+                "TempGrade": "Extended -4 Extreme Low Power"
+            }
+        ],
+        "thermal_inputs_group": [
+            {
+                "ThermalPsiCAInput": "N/A",
+                "ThermalTA": "25",
+                "ThermalTJMAX": "100"
+            }
+        ],
+        "thermal_parameters": [
+            {
+                "Main_User_Tj": "N/A"
+            }
+        ],
+        "thermal_recalc_group": [
+            {
+                "ThermalRecalcMode": "Automatic"
+            }
+        ],
+        "tsd_method_group": [
+            {
+                "ThermalTsdMethod": "Not supported"
+            }
+        ],
+        "xcvr_grade_definition": [
+            {
+                "XCVRGrade": "F2"
+            }
+        ],
+        "xcvr_unused_banks_group": [
+            {
+                "HSSIUSERINPUT_UNUSED_HSSI_BANKS": "Power Down Unused Transceivers"
+            }
+        ]
+    },
+    "header": {
+        "EPE_IMPORT_VERSION": "4.11"
+    },
+    "ips": {}
+}
diff --git a/python/openvino/demo/models/architectures/de5a_area.arch b/python/openvino/demo/models/architectures/de5a_area.arch
new file mode 100644
index 0000000..b881516
--- /dev/null
+++ b/python/openvino/demo/models/architectures/de5a_area.arch
@@ -0,0 +1,111 @@
+k_vector: 16
+c_vector: 4
+family: "A10"
+arch_precision: FP11
+filter_precision: FP11
+sb_precision: FP11
+output_channels_max: 14320
+enable_debug: false
+stream_buffer_depth: 5120
+dma {
+  csr_addr_width: 11
+  csr_data_bytes: 4
+  ddr_addr_width: 32
+  ddr_burst_width: 4
+  ddr_data_bytes: 64
+  ddr_read_id_width: 2
+}
+config_network {
+  modules {
+    module {
+      name: "filter_reader"
+      cross_clock: 1
+    }
+    module {
+      name: "input_feeder_mux"
+    }
+    module {
+      name: "input_feeder_writer"
+    }
+    module {
+      name: "input_feeder_in"
+    }
+    module {
+      name: "input_feeder_reader"
+    }
+    module {
+      name: "input_feeder_out"
+    }
+    module {
+      name: "feature_writer"
+      cross_clock: 1
+    }
+    module {
+      name: "feature_reader"
+      cross_clock: 1
+    }
+    module {
+      name: "xbar"
+    }
+    module {
+      name: "activation"
+    }
+    module {
+      name: "pool"
+    }
+  }
+}
+xbar {
+  xbar_k_vector: 4
+  max_input_interfaces: 4
+  max_output_interfaces: 4
+  xbar_ports {
+    xbar_aux_port {
+      name: "activation"
+      input_connection: "xbar_in_port"
+    }
+    xbar_aux_port {
+      name: "pool"
+      input_connection: "xbar_in_port"
+      input_connection: "activation"
+    }
+  }
+  xbar_in_port {
+    external_connection: "pe_array"
+  }
+  xbar_out_port {
+    external_connection: "input_feeder"
+    external_connection: "output_writer"
+    input_connection: "xbar_in_port"
+    input_connection: "pool"
+    input_connection: "activation"
+  }
+}
+activation {
+  generic_aux_parameters {
+    k_vector: 4
+  }
+  enable_relu: true
+  enable_leaky_relu: false
+  enable_prelu: false
+  enable_sigmoid: false
+}
+pool {
+  generic_aux_parameters {
+    k_vector: 1
+  }
+  max_window_height: 3
+  max_window_width: 3
+  max_stride_vertical: 4
+  max_stride_horizontal: 4
+}
+pe_array {
+  dsp_limit: 1518
+  num_interleaved_features: 4
+  num_interleaved_filters: 1
+  exit_fifo_depth: 1024
+}
+filter_scratchpad {
+  filter_depth: 512
+  bias_scale_depth: 512
+}
diff --git a/python/openvino/demo/models/architectures/de5a_performance.arch b/python/openvino/demo/models/architectures/de5a_performance.arch
new file mode 100644
index 0000000..548e6be
--- /dev/null
+++ b/python/openvino/demo/models/architectures/de5a_performance.arch
@@ -0,0 +1,111 @@
+k_vector: 64
+c_vector: 64
+family: "A10"
+arch_precision: FP11
+filter_precision: FP11
+sb_precision: FP11
+output_channels_max: 14320
+enable_debug: false
+stream_buffer_depth: 2088
+dma {
+  csr_addr_width: 11
+  csr_data_bytes: 4
+  ddr_addr_width: 32
+  ddr_burst_width: 4
+  ddr_data_bytes: 64
+  ddr_read_id_width: 2
+}
+config_network {
+  modules {
+    module {
+      name: "filter_reader"
+      cross_clock: 1
+    }
+    module {
+      name: "input_feeder_mux"
+    }
+    module {
+      name: "input_feeder_writer"
+    }
+    module {
+      name: "input_feeder_in"
+    }
+    module {
+      name: "input_feeder_reader"
+    }
+    module {
+      name: "input_feeder_out"
+    }
+    module {
+      name: "feature_writer"
+      cross_clock: 1
+    }
+    module {
+      name: "feature_reader"
+      cross_clock: 1
+    }
+    module {
+      name: "xbar"
+    }
+    module {
+      name: "activation"
+    }
+    module {
+      name: "pool"
+    }
+  }
+}
+xbar {
+  xbar_k_vector: 64
+  max_input_interfaces: 4
+  max_output_interfaces: 4
+  xbar_ports {
+    xbar_aux_port {
+      name: "activation"
+      input_connection: "xbar_in_port"
+    }
+    xbar_aux_port {
+      name: "pool"
+      input_connection: "xbar_in_port"
+      input_connection: "activation"
+    }
+  }
+  xbar_in_port {
+    external_connection: "pe_array"
+  }
+  xbar_out_port {
+    external_connection: "input_feeder"
+    external_connection: "output_writer"
+    input_connection: "xbar_in_port"
+    input_connection: "pool"
+    input_connection: "activation"
+  }
+}
+activation {
+  generic_aux_parameters {
+    k_vector: 64
+  }
+  enable_relu: true
+  enable_leaky_relu: false
+  enable_prelu: false
+  enable_sigmoid: false
+}
+pool {
+  generic_aux_parameters {
+    k_vector: 64
+  }
+  max_window_height: 3
+  max_window_width: 3
+  max_stride_vertical: 4
+  max_stride_horizontal: 4
+}
+pe_array {
+  dsp_limit: 1518
+  num_interleaved_features: 4
+  num_interleaved_filters: 1
+  exit_fifo_depth: 1024
+}
+filter_scratchpad {
+  filter_depth: 512
+  bias_scale_depth: 512
+}
diff --git a/python/openvino/demo/models/architectures/quartus_ptc.log b/python/openvino/demo/models/architectures/quartus_ptc.log
new file mode 100644
index 0000000..ee09f4b
--- /dev/null
+++ b/python/openvino/demo/models/architectures/quartus_ptc.log
@@ -0,0 +1,26 @@
+# **************************************************
+# Quartus Prime Version 24.3.0
+# Process ID 466429
+# Start logging UI actions
+# Fri Jan 24 10:32:12 2025
+# **************************************************
+[Fri Jan 24 10:32:16 2025] Window title: 'Device selection' | 'majorFilter_0' combo box changed to: 'Agilex 7'
+[Fri Jan 24 10:32:38 2025] Window title: 'Device selection' | QPushButton '&Close' pressed!
+[Fri Jan 24 10:32:40 2025] Window title: 'PTC Error' | QPushButton '&OK' pressed!
+[Fri Jan 24 10:32:55 2025] Window title: 'PTC Error' | QPushButton '&OK' pressed!
+[Fri Jan 24 10:32:56 2025] Window title: 'Quartus Prime Power and Thermal Calculator Pro Edition - [agx7_area.ptc][*]' | 'Device' combo box changed to: 'AGFB014R24A'
+[Fri Jan 24 10:35:19 2025] Window title: 'Device selection' | 'majorFilter_0' combo box changed to: 'Agilex 7'
+[Fri Jan 24 10:36:24 2025] Window title: 'Device selection' | QPushButton 'Select Device' pressed!
+[Fri Jan 24 10:37:10 2025] Window title: 'PTC Error' | QPushButton '&OK' pressed!
+[Fri Jan 24 10:37:13 2025] Window title: 'Quartus Prime Power and Thermal Calculator Pro Edition - [agx7_area.ptc][*]' | 'ThermalRecalcMode' combo box changed to: 'Automatic'
+[Fri Jan 24 10:37:15 2025] Window title: 'Quartus Prime Power and Thermal Calculator Pro Edition - [agx7_area.ptc][*]' | 'ThermalRecalcMode' combo box changed to: 'Manual'
+[Fri Jan 24 10:40:30 2025] Window title: 'PTC Error' | QPushButton '&OK' pressed!
+[Fri Jan 24 10:40:36 2025] [Action triggered] Window title: 'Quartus Prime Power and Thermal Calculator Pro Edition - [agx7_area.ptc][*]' | &File > '&Open...' was pressed
+[Fri Jan 24 10:40:38 2025] Window title: 'Open PTC File' | QPushButton '&Open' pressed!
+[Fri Jan 24 10:40:40 2025] Window title: 'Quartus Prime' | QPushButton '&No' pressed!
+[Fri Jan 24 10:40:45 2025] Window title: 'PTC Error' | QPushButton '&OK' pressed!
+[Fri Jan 24 10:40:52 2025] Window title: 'Quartus Prime' | QPushButton '&No' pressed!
+# **************************************************
+# Fri Jan 24 10:40:52 2025
+# End of logging UI actions
+# **************************************************
diff --git a/python/openvino/demo/models/architectures/quartus_ptc.rec b/python/openvino/demo/models/architectures/quartus_ptc.rec
new file mode 100644
index 0000000..9221267
--- /dev/null
+++ b/python/openvino/demo/models/architectures/quartus_ptc.rec
@@ -0,0 +1,10 @@
+# **************************************************
+# Quartus Prime Version 24.3.0
+# Process ID 466429
+# Start logging TCL commands
+# Fri Jan 24 10:32:12 2025
+# **************************************************
+# **************************************************
+# Fri Jan 24 10:40:52 2025
+# End of logging TCL commands
+# **************************************************