| { |
| "op": "com.microsoft.BiasAdd", |
| "tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] }, |
| "cases": [ |
| { |
| "name": "biasadd-f32-2x4096x320", |
| "preset": "smoke", |
| "vars": { "dtype": "float32" }, |
| "inputs": { |
| "X": { "shape": [2, 4096, 320], "dtype": "float32", "dist": "normal", "seed": 510, "scale": 2 }, |
| "bias": { "shape": [320], "dtype": "float32", "dist": "normal", "seed": 511, "scale": 1 }, |
| "skip": { "shape": [2, 4096, 320], "dtype": "float32", "dist": "normal", "seed": 512, "scale": 2 } |
| }, |
| "outputs": { "Y": { "shape": [2, 4096, 320], "dtype": "float32" } }, |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4096 * 320 * 3 * dtypeBytes(args.dtype)" }] } |
| }, |
| { |
| "name": "biasadd-f16-2x4096x320", |
| "preset": "model", |
| "vars": { "dtype": "float16" }, |
| "inputs": { |
| "X": { "shape": [2, 4096, 320], "dtype": "float16", "dist": "normal", "seed": 513, "scale": 2 }, |
| "bias": { "shape": [320], "dtype": "float16", "dist": "normal", "seed": 514, "scale": 1 }, |
| "skip": { "shape": [2, 4096, 320], "dtype": "float16", "dist": "normal", "seed": 515, "scale": 2 } |
| }, |
| "outputs": { "Y": { "shape": [2, 4096, 320], "dtype": "float16" } }, |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4096 * 320 * 3 * dtypeBytes(args.dtype)" }] } |
| }, |
| { |
| "name": "biasadd-f32-scalar-cliff-hidden3", |
| "preset": "stress", |
| "vars": { "dtype": "float32" }, |
| "inputs": { |
| "X": { "shape": [1, 1398101, 3], "dtype": "float32", "dist": "normal", "seed": 5301, "scale": 2 }, |
| "bias": { "shape": [3], "dtype": "float32", "dist": "normal", "seed": 5302, "scale": 1 }, |
| "skip": { "shape": [1, 1398101, 3], "dtype": "float32", "dist": "normal", "seed": 5303, "scale": 2 } |
| }, |
| "outputs": { "Y": { "shape": [1, 1398101, 3], "dtype": "float32" } }, |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "1398101 * 3 * 3 * dtypeBytes(args.dtype)" }] } |
| } |
| ] |
| } |
|
|
