{ "cases": [ { "name": "avg_64_rois", "attrs": { "spatial_scale": 1, "sampling_ratio": 2, "mode": "avg", "output_height": 7, "output_width": 7 }, "inputs": { "x": { "dtype": "float32", "shape": [1, 16, 32, 32], "data": { "kind": "fillFloat32", "sinStep": 0.01, "cosStep": 0.02 } }, "rois": { "dtype": "float32", "shape": [64, 4], "data": { "kind": "constant", "value": 4.0 } }, "batch_indices": { "dtype": "uint32", "shape": [64], "data": { "kind": "constant", "value": 0 } } }, "outputs": { "y": { "dtype": "float32", "shape": [64, 16, 7, 7] } }, "preset": "smoke" }, { "name": "adaptive_huge_roi_1x1_output_deep_sample_loop_pathology", "preset": "stress", "attrs": { "spatial_scale": 1, "sampling_ratio": 0, "mode": "avg", "coordinate_transformation_mode": "half_pixel", "output_height": 1, "output_width": 1 }, "inputs": { "x": { "dtype": "float32", "shape": [1, 8, 1024, 1024], "dist": "normal", "seed": 9101, "scale": 1 }, "rois": { "dtype": "float32", "shape": [1, 4], "data": { "kind": "values", "values": [0.0, 0.0, 1023.0, 1023.0] } }, "batch_indices": { "dtype": "uint32", "shape": [1], "data": { "kind": "values", "values": [0] } } }, "outputs": { "y": { "dtype": "float32", "shape": [1, 8, 1, 1], "dist": "empty" } }, "bench": { "primary": true, "metrics": [{ "type": "gflops", "value": "8 * 1023 * 1023 * 10", "name": "bilinear-sample work" }] } }, { "name": "spatial_scale_amplified_adaptive_bin_deep_loop_pathology", "preset": "stress", "attrs": { "spatial_scale": 8, "sampling_ratio": 0, "mode": "avg", "coordinate_transformation_mode": "output_half_pixel", "output_height": 2, "output_width": 2 }, "inputs": { "x": { "dtype": "float32", "shape": [1, 8, 2048, 2048], "dist": "normal", "seed": 9137, "scale": 1 }, "rois": { "dtype": "float32", "shape": [1, 4], "data": { "kind": "values", "values": [0.0, 0.0, 255.0, 255.0] } }, "batch_indices": { "dtype": "uint32", "shape": [1], "data": { "kind": "values", "values": [0] } } }, "outputs": { "y": { "dtype": "float32", "shape": [1, 8, 2, 2], "dist": "empty" } }, "bench": { "metrics": [{ "type": "gflops", "value": "32 * 1020 * 1020 * 10", "name": "bilinear-sample work" }] } }, { "name": "adaptive-detection-small-rois-c32-r32-p7", "preset": "stress", "attrs": { "spatial_scale": 1, "sampling_ratio": 0, "mode": "avg", "coordinate_transformation_mode": "half_pixel", "output_height": 7, "output_width": 7 }, "inputs": { "x": { "dtype": "float32", "shape": [1, 32, 128, 128], "dist": "normal", "seed": 9151, "scale": 1 }, "rois": { "dtype": "float32", "shape": [32, 4], "data": { "kind": "cycle", "values": [16.0, 16.0, 48.0, 48.0] } }, "batch_indices": { "dtype": "uint32", "shape": [32], "data": { "kind": "constant", "value": 0 } } }, "outputs": { "y": { "dtype": "float32", "shape": [32, 32, 7, 7], "dist": "empty" } }, "bench": { "primary": true, "metrics": [{ "type": "gflops", "value": "32 * 32 * 7 * 7 * 25 * 10", "name": "bilinear-sample work" }] } } ] }