Download build/webgpu/bench.json from webgpu-kernels/ai.onnx.MaxUnpool: direct link, hf CLI and curl.
- Browser
- Download file 7.15 kB
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https://huggingface.co/kernels/webgpu-kernels/ai.onnx.MaxUnpool/resolve/v1/build/webgpu/bench.json
- Command line
-
hf download hf://webgpu-kernels/ai.onnx.MaxUnpool@v1/build/webgpu/bench.json
-
curl -L -o bench.json https://huggingface.co/kernels/webgpu-kernels/ai.onnx.MaxUnpool/resolve/v1/build/webgpu/bench.json
7.15 kB
| { | |
| "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", | |
| "preset": "smoke", | |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, | |
| "inputs": { | |
| "x": { "dtype": "float16", "shape": [1, 16, 128, 128] }, | |
| "indices": { | |
| "dtype": "uint32", | |
| "shape": [1, 16, 128, 128], | |
| "data": { "kind": "linspace", "start": 0, "end": 1048575 } | |
| }, | |
| "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", | |
| "preset": "smoke", | |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, | |
| "inputs": { | |
| "x": { "dtype": "float32", "shape": [1, 16, 128, 128] }, | |
| "indices": { | |
| "dtype": "uint32", | |
| "shape": [1, 16, 128, 128], | |
| "data": { "kind": "linspace", "start": 0, "end": 1048575 } | |
| }, | |
| "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": { | |
| "x": { "dtype": "float32", "shape": [1, 8, 64, 64] }, | |
| "indices": { | |
| "dtype": "uint32", | |
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| }, | |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 8, 256, 256] } } | |
| }, | |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 8, 256, 256] } }, | |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] } | |
| }, | |
| { | |
| "name": "f32_dense_2x_zerofill_lean_1x8x64x64_sibling", | |
| "preset": "smoke", | |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, | |
| "inputs": { | |
| "x": { "dtype": "float32", "shape": [1, 8, 64, 64] }, | |
| "indices": { | |
| "dtype": "uint32", | |
| "shape": [1, 8, 64, 64], | |
| "data": { "kind": "linspace", "start": 0, "end": 131071 } | |
| }, | |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 8, 128, 128] } } | |
| }, | |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 8, 128, 128] } }, | |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] } | |
| }, | |
| { | |
| "name": "f32_zerofill_dispatch_cliff_over_16m_out", | |
| "preset": "smoke", | |
| "attrs": { "kernel_shape": [1, 1], "strides": [1, 1] }, | |
| "inputs": { | |
| "x": { "dtype": "float32", "shape": [1, 1, 1024, 1024] }, | |
| "indices": { | |
| "dtype": "uint32", | |
| "shape": [1, 1, 1024, 1024], | |
| "data": { "kind": "linspace", "start": 0, "end": 16781311 } | |
| }, | |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 1, 4096, 4097] } } | |
| }, | |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 1, 4096, 4097] } }, | |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] } | |
| }, | |
| { | |
| "name": "f32_zerofill_just_under_cliff_sibling", | |
| "preset": "smoke", | |
| "attrs": { "kernel_shape": [1, 1], "strides": [1, 1] }, | |
| "inputs": { | |
| "x": { "dtype": "float32", "shape": [1, 1, 1024, 1024] }, | |
| "indices": { | |
| "dtype": "uint32", | |
| "shape": [1, 1, 1024, 1024], | |
| "data": { "kind": "linspace", "start": 0, "end": 16769024 } | |
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| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 1, 4095, 4095] } } | |
| }, | |
| "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": { | |
| "x": { "dtype": "float32", "shape": [1, 8, 128, 128] }, | |
| "indices": { "dtype": "uint32", "shape": [1, 8, 128, 128], "data": { "kind": "constant", "value": 0 } }, | |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 8, 256, 256] } } | |
| }, | |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 8, 256, 256] } }, | |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] } | |
| }, | |
| { | |
| "name": "f32_spread_scatter_no_contention_sibling", | |
| "preset": "smoke", | |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, | |
| "inputs": { | |
| "x": { "dtype": "float32", "shape": [1, 8, 128, 128] }, | |
| "indices": { | |
| "dtype": "uint32", | |
| "shape": [1, 8, 128, 128], | |
| "data": { "kind": "linspace", "start": 0, "end": 524287 } | |
| }, | |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 8, 256, 256] } } | |
| }, | |
| "outputs": { "output": { "dtype": "float32", "shape": [1, 8, 256, 256] } }, | |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 4 + numel(shapes.x) * 12" }] } | |
| }, | |
| { | |
| "name": "f16_dense_2x_unpool_odd_output_tail", | |
| "preset": "smoke", | |
| "attrs": { "kernel_shape": [2, 2], "strides": [2, 2] }, | |
| "inputs": { | |
| "x": { "dtype": "float16", "shape": [1, 1, 512, 512] }, | |
| "indices": { | |
| "dtype": "uint32", | |
| "shape": [1, 1, 512, 512], | |
| "data": { "kind": "linspace", "start": 0, "end": 1048574 } | |
| }, | |
| "output_shape": { "dtype": "uint32", "shape": [4], "data": { "kind": "values", "values": [1, 1, 1023, 1025] } } | |
| }, | |
| "outputs": { "output": { "dtype": "float16", "shape": [1, 1, 1023, 1025] } }, | |
| "bench": { "metrics": [{ "type": "bandwidth", "value": "numel(shapes.output) * 2 + numel(shapes.x) * 8" }] } | |
| } | |
| ] | |
| } | |