Added run_perf_test for ROIPooling op, supporting comments

apache · Feb 7, 2020 · 8bceeb9 · 8bceeb9
1 parent 0392514
commit 8bceeb9
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Showing 2 changed files with 19 additions and 2 deletions.
diff --git a/benchmark/opperf/nd_operations/nn_conv_operators.py b/benchmark/opperf/nd_operations/nn_conv_operators.py
@@ -36,6 +36,7 @@
 9. GlobalAvgPool2D
 10.GlobalSumPool1D
 11.GlobalSumPool2D
+12.ROIPooling
 
 (Under the hood uses mx.nd.pooling)
 
@@ -90,8 +91,23 @@ def run_pooling_operators_benchmarks(ctx=mx.cpu(), dtype='float32', profiler='na
                                                                      ],
                                                              warmup=warmup,
                                                              runs=runs)
+    # Run ROI Pooling performance runs
+    roipool_benchmark_res = []
+    for roipool_data in [(32, 3, 256, 256), (32, 3, 64, 64)]:
+        roipool_benchmark_res += run_performance_test([getattr(MX_OP_MODULE, "ROIPooling")],
+                                                      run_backward=True,
+                                                      dtype=dtype,
+                                                      ctx=ctx,
+                                                      profiler=profiler,
+                                                      inputs=[{"data": roipool_data,
+                                                               "rois": (32, 5),
+                                                               "pooled_size": (2, 2),
+                                                               "spatial_scale": .5}
+                                                             ],
+                                                      warmup=warmup,
+                                                      runs=runs)
     # Prepare combined results
-    mx_pooling_op_results = merge_map_list(pool1d_benchmark_res + pool2d_benchmark_res)
+    mx_pooling_op_results = merge_map_list(pool1d_benchmark_res + pool2d_benchmark_res + roipool_benchmark_res)
     return mx_pooling_op_results
 
 

diff --git a/benchmark/opperf/rules/default_params.py b/benchmark/opperf/rules/default_params.py
@@ -219,4 +219,5 @@
                           "low", "high", "weight", "bias", "moving_mean", "moving_var",
                           "weight", "weight32", "grad", "mean", "var", "mom", "n", "d",
                           "v", "z", "g", "delta", "args", "indices", "shape_like", "y",
-                          "x", "condition", "a", "index", "raveL_data", "label", "grid"]
+                          "x", "condition", "a", "index", "raveL_data", "label", "grid",
+                          "rois"]