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| }, |
| "cases": [ |
| { |
| "name": "ort_group_norm_128_nhwc_f16", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/group_norm_op_test.cc", |
| "test": "GroupNormTest.GroupNorm_128", |
| "note": "float16 X with float32 gamma/beta, activation 0" |
| }, |
| "attrs": { "groups": 32, "activation": 0, "channels_last": 1, "epsilon": 0.00001 }, |
| "inputs": { |
| "X": { |
| "dtype": "float16", |
| "shape": [2, 2, 2, 128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/input_nhwc" } } |
| }, |
| "gamma": { |
| "dtype": "float32", |
| "shape": [128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/gamma" } } |
| }, |
| "beta": { |
| "dtype": "float32", |
| "shape": [128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/beta" } } |
| } |
| }, |
| "outputs": { |
| "Y": { |
| "dtype": "float16", |
| "shape": [2, 2, 2, 128], |
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| }, |
| "tolerance": 0.01, |
| "relTolerance": 0.002 |
| } |
| } |
| }, |
| { |
| "name": "ort_group_norm_128_nhwc_f32_silu", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/group_norm_op_test.cc", |
| "test": "GroupNormTest.GroupNorm_128", |
| "note": "float32 X and weights, activation 1 (SiLU)" |
| }, |
| "attrs": { "groups": 32, "activation": 1, "channels_last": 1, "epsilon": 0.00001 }, |
| "inputs": { |
| "X": { |
| "dtype": "float32", |
| "shape": [2, 2, 2, 128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/input_nhwc" } } |
| }, |
| "gamma": { |
| "dtype": "float32", |
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| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/gamma" } } |
| }, |
| "beta": { |
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| "shape": [128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/beta" } } |
| } |
| }, |
| "outputs": { |
| "Y": { |
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| "shape": [2, 2, 2, 128], |
| "data": { |
| "kind": "values", |
| "values": { "$ref": "#/fixtureArrays/ort_group_norm_128_nhwc_f32_silu_output_Y" } |
| }, |
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| } |
| } |
| }, |
| { |
| "name": "ort_group_norm_128_nchw_f16", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/group_norm_op_test.cc", |
| "test": "GroupNormTest.GroupNorm_128", |
| "note": "float16 X with float32 gamma/beta, activation 0" |
| }, |
| "attrs": { "groups": 32, "activation": 0, "channels_last": 0, "epsilon": 0.00001 }, |
| "inputs": { |
| "X": { |
| "dtype": "float16", |
| "shape": [2, 128, 2, 2], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/input_nchw" } } |
| }, |
| "gamma": { |
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| "shape": [128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/gamma" } } |
| }, |
| "beta": { |
| "dtype": "float32", |
| "shape": [128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/beta" } } |
| } |
| }, |
| "outputs": { |
| "Y": { |
| "dtype": "float16", |
| "shape": [2, 128, 2, 2], |
| "data": { |
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| }, |
| "tolerance": 0.01, |
| "relTolerance": 0.002 |
| } |
| } |
| }, |
| { |
| "name": "ort_group_norm_128_nchw_f32_silu", |
| "provenance": { |
| "source": "onnxruntime/test/contrib_ops/group_norm_op_test.cc", |
| "test": "GroupNormTest.GroupNorm_128", |
| "note": "float32 X and weights, activation 1 (SiLU)" |
| }, |
| "attrs": { "groups": 32, "activation": 1, "channels_last": 0, "epsilon": 0.00001 }, |
| "inputs": { |
| "X": { |
| "dtype": "float32", |
| "shape": [2, 128, 2, 2], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/input_nchw" } } |
| }, |
| "gamma": { |
| "dtype": "float32", |
| "shape": [128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/gamma" } } |
| }, |
| "beta": { |
| "dtype": "float32", |
| "shape": [128], |
| "data": { "kind": "values", "values": { "$ref": "#/fixtureArrays/beta" } } |
| } |
| }, |
| "outputs": { |
| "Y": { |
| "dtype": "float32", |
| "shape": [2, 128, 2, 2], |
| "data": { |
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