| { |
| "op": "com.microsoft.BiasSoftmax", |
| "tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256], "BLOCK_COLS": [1024, 2048, 4096, 8192] }, |
| "cases": [ |
| { |
| "name": "biassoftmax-f32-attn-32x512x512", |
| "preset": "smoke", |
| "vars": { "dtype": "float32" }, |
| "attrs": { "axis": 2, "is_inner_broadcast": 0 }, |
| "inputs": { |
| "data": { "shape": [32, 512, 512], "dtype": "float32", "dist": "normal", "seed": 510, "scale": 2 }, |
| "bias": { "shape": [1, 512, 512], "dtype": "float32", "dist": "normal", "seed": 511, "scale": 1 } |
| }, |
| "outputs": { "output": { "shape": [32, 512, 512], "dtype": "float32" } }, |
| "bench": { |
| "primary": true, |
| "metrics": [{ "type": "bandwidth", "value": "(32 * 512 * 512 * 2 + 512 * 512) * dtypeBytes(args.dtype)" }] |
| } |
| }, |
| { |
| "name": "biassoftmax-f32-suffix-64x16x256", |
| "preset": "stress", |
| "vars": { "dtype": "float32" }, |
| "attrs": { "axis": 1, "is_inner_broadcast": 0 }, |
| "inputs": { |
| "data": { "shape": [64, 16, 256], "dtype": "float32", "dist": "normal", "seed": 512, "scale": 2 }, |
| "bias": { "shape": [1, 16, 256], "dtype": "float32", "dist": "normal", "seed": 513, "scale": 1 } |
| }, |
| "outputs": { "output": { "shape": [64, 16, 256], "dtype": "float32" } }, |
| "bench": { |
| "metrics": [{ "type": "bandwidth", "value": "(64 * 16 * 256 * 2 + 16 * 256) * dtypeBytes(args.dtype)" }] |
| } |
| }, |
| { |
| "name": "biassoftmax-f16-attn-32x512x512", |
| "preset": "model", |
| "vars": { "dtype": "float16" }, |
| "attrs": { "axis": 2, "is_inner_broadcast": 0 }, |
| "inputs": { |
| "data": { "shape": [32, 512, 512], "dtype": "float16", "dist": "normal", "seed": 514, "scale": 2 }, |
| "bias": { "shape": [1, 512, 512], "dtype": "float16", "dist": "normal", "seed": 515, "scale": 1 } |
| }, |
| "outputs": { "output": { "shape": [32, 512, 512], "dtype": "float16" } }, |
| "bench": { |
| "metrics": [{ "type": "bandwidth", "value": "(32 * 512 * 512 * 2 + 512 * 512) * dtypeBytes(args.dtype)" }] |
| } |
| }, |
| { |
| "name": "biassoftmax-f32-lowocc-8x524288-axis1", |
| "preset": "stress", |
| "vars": { "dtype": "float32" }, |
| "attrs": { "axis": 1, "is_inner_broadcast": 0 }, |
| "inputs": { |
| "data": { "shape": [8, 524288], "dtype": "float32", "dist": "normal", "seed": 530, "scale": 2 }, |
| "bias": { "shape": [1, 524288], "dtype": "float32", "dist": "normal", "seed": 531, "scale": 1 } |
| }, |
| "outputs": { "output": { "shape": [8, 524288], "dtype": "float32" } }, |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "(8 * 524288 * 2 + 524288) * dtypeBytes(args.dtype)" }] } |
| }, |
| { |
| "name": "biassoftmax-f32-launchbound-262144x2-axis1", |
| "preset": "stress", |
| "vars": { "dtype": "float32" }, |
| "attrs": { "axis": 1, "is_inner_broadcast": 0 }, |
| "inputs": { |
| "data": { "shape": [262144, 2], "dtype": "float32", "dist": "normal", "seed": 532, "scale": 2 }, |
| "bias": { "shape": [1, 2], "dtype": "float32", "dist": "normal", "seed": 533, "scale": 1 } |
| }, |
| "outputs": { "output": { "shape": [262144, 2], "dtype": "float32" } }, |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "(262144 * 2 * 2 + 2) * dtypeBytes(args.dtype)" }] } |
| } |
| ] |
| } |
|
|
