[CI] Set experiment config

Author: fpjentzsch

ci/cfg/multi_dnn.yml

@@ -2,6 +2,10 @@
     # VGG-10 (1D CNN) (RadioML)
     {
         "dut": ["vgg10"], # almost all settings of default DUT are overwritten here (or by multi_dnn_config)
+        "board": ["RFSoC4x2"],
+        "instrumentation_avg_n": [16384],
+        "experiments_config": ["ci/experiments/multi_dnn.json"],
+
         "auto_fifo_depths": [false],
         "standalone_thresholds": [true],
         "minimize_bit_width": [false],
@@ -11,6 +15,10 @@
     },
     {
         "dut": ["vgg10"],
+        "board": ["RFSoC4x2"],
+        "instrumentation_avg_n": [16384],
+        "experiments_config": ["ci/experiments/multi_dnn.json"],
+
         "auto_fifo_depths": [false],
         "standalone_thresholds": [true],
         "minimize_bit_width": [false],
@@ -20,6 +28,10 @@
     },
     {
         "dut": ["vgg10"],
+        "board": ["RFSoC4x2"],
+        "instrumentation_avg_n": [16384],
+        "experiments_config": ["ci/experiments/multi_dnn.json"],
+
         "auto_fifo_depths": [false],
         "standalone_thresholds": [true],
         "minimize_bit_width": [false],

ci/cfg/multi_dnn_mvau.yml

@@ -0,0 +1,35 @@
+[
+    # MVAU Test
+    {
+        "dut": ["mvau_multi_dnn"],
+        "board": ["RFSoC4x2"],
+        "instrumentation_avg_n": [16384],
+        "experiments_config": ["ci/experiments/multi_dnn.json"],
+
+        "idt": ["INT7"],
+        "wdt": ["INT7"],
+        #"act": ["INT4"], # thresholding disabled
+
+        #"sparsity_type": ["none"],
+        "sparsity_amount": [0, 0.75],
+
+        "nhw": [[1,32,32]],
+        "mw": [32],
+        "mh": [32],
+        #"sf": [-1],
+        #"nf": [-1],
+        "pe_simd": [[1, 1], [32, 32]],
+        "m": [1],
+
+        #"mem_mode": ["internal_embedded"],
+        "scenario_mem_mode": [[3, "internal_decoupled"], [4, "internal_embedded"]],
+        "ram_style": ["distributed"],
+        "ram_style_thr": ["distributed"], # thresholding disabled
+
+        "backend": ["hls"],
+
+        #"dut_duplication": [1],
+
+        "generate_outputs": [["estimate_reports", "bitfile", "pynq_driver", "deployment_package"]]
+    },
+]

ci/experiments/multi_dnn.json

@@ -0,0 +1,33 @@
+{
+    "global": {
+      "driver": "driver/driver.py",
+      "bitfile_name": "bitfile/finn-accel.bit",
+      "report_path": "report",
+
+      "PAF": {
+        "rails": [
+          "0V85",
+          "3V3"
+        ],
+        "sensors": []
+      }
+    },
+    "experiments": [
+      {
+        "name": "multi_dnn_experiment",
+        "warmup": 1,
+        "num_runs": 1,
+        "functions": [
+          {
+            "function_name": "experiment_ma",
+            "kwargs" : {
+                "lead_time": 10000,
+                "reconfiguration_time": 2851326,
+                "num_slots": 8,
+                "test_bs": 30000
+            }
+          }
+        ]
+      }
+    ]
+  }