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{
"op": "ai.onnx.MaxUnpool",
"tunableSpace": { "WORKGROUP_SIZE": [64, 128, 256] },
"cases": [
{
"name": "unpool-2x-64x64-f32",
"attrs": { "kernel_shape": [2, 2], "strides": [2, 2] },
"inputs": {
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"indices": { "dtype": "uint32", "shape": [1, 8, 64, 64], "min": 0, "max": 131072 },
"output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 8, 128, 128] } }
},
"outputs": { "output": { "dtype": "float32", "shape": [1, 8, 128, 128] } }
},
{
"name": "f16_dense_2x_unpool_1x16x128x128_unmeasured",
"preset": "smoke",
"attrs": { "kernel_shape": [2, 2], "strides": [2, 2] },
"inputs": {
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"indices": {
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},
"output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 16, 256, 256] } }
},
"outputs": { "output": { "dtype": "float16", "shape": [1, 16, 256, 256] } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 2 + numel(shapes.x) * 8" }]
}
},
{
"name": "f32_dense_2x_unpool_1x16x128x128_sibling",
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"inputs": {
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"indices": {
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},
"output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 16, 256, 256] } }
},
"outputs": { "output": { "dtype": "float32", "shape": [1, 16, 256, 256] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] }
},
{
"name": "f32_sparse_16x_zerofill_dominated_1x8x64x64",
"preset": "smoke",
"attrs": { "kernel_shape": [2, 2], "strides": [2, 2] },
"inputs": {
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"indices": {
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},
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"outputs": { "output": { "dtype": "float32", "shape": [1, 8, 256, 256] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] }
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{
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"outputs": { "output": { "dtype": "float32", "shape": [1, 8, 128, 128] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] }
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{
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"inputs": {
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},
"outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4096, 4097] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] }
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{
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},
"outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4095, 4095] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] }
},
{
"name": "f32_all_to_slot0_write_contention_1x8x128x128",
"preset": "smoke",
"attrs": { "kernel_shape": [2, 2], "strides": [2, 2] },
"inputs": {
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"bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] }
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{
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"inputs": {
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},
"outputs": { "output": { "dtype": "float32", "shape": [1, 8, 256, 256] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] }
}
]
}