summaryrefslogtreecommitdiffstats
path: root/testing/web-platform/tests/webnn/resources/test_data/reduce_log_sum_exp.json
diff options
context:
space:
mode:
Diffstat (limited to 'testing/web-platform/tests/webnn/resources/test_data/reduce_log_sum_exp.json')
-rw-r--r--testing/web-platform/tests/webnn/resources/test_data/reduce_log_sum_exp.json743
1 files changed, 743 insertions, 0 deletions
diff --git a/testing/web-platform/tests/webnn/resources/test_data/reduce_log_sum_exp.json b/testing/web-platform/tests/webnn/resources/test_data/reduce_log_sum_exp.json
new file mode 100644
index 0000000000..b7f39abd52
--- /dev/null
+++ b/testing/web-platform/tests/webnn/resources/test_data/reduce_log_sum_exp.json
@@ -0,0 +1,743 @@
+{
+ "tests": [
+ {
+ "name": "reduceLogSumExp float32 1D constant tensor all positive default options", // default options: {axes: null, keepDimensions: false}
+ "inputs": {
+ "input": {
+ "shape": [24],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32",
+ "constant": true
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 10.39477825164795,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 1D tensor all positive default options", // default options: {axes: null, keepDimensions: false}
+ "inputs": {
+ "input": {
+ "shape": [24],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 10.39477825164795,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 1D tensor all negative default options",
+ "inputs": {
+ "input": {
+ "shape": [24],
+ "data": [
+ -4.025670276125137,
+ -9.44434807349057,
+ -3.1193981742372,
+ -5.943697868896303,
+ -0.37018045102283637,
+ -4.3971262954406605,
+ -6.6059682563332744,
+ -5.534277354031625,
+ -7.361471172291552,
+ -1.9987547534811796,
+ -9.093968158437377,
+ -8.693618799659165,
+ -8.416788434713155,
+ -1.010741070662755,
+ -9.814584506221344,
+ -9.725259665431539,
+ -9.157071010493805,
+ -0.0016988189527857855,
+ -9.963414768875285,
+ -5.991659641614526,
+ -6.180599892028498,
+ -1.2336505614624649,
+ -0.44234340543470196,
+ -6.990072309054243
+ ],
+ "type": "float32"
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 1.1666961908340454,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 1D tensor all positive integers default options", // test with float32 values which are equivalent to integers
+ "inputs": {
+ "input": {
+ "shape": [24],
+ "data": [
+ 1,
+ 5,
+ 7,
+ 5,
+ 7,
+ 5,
+ 4,
+ 2,
+ 1,
+ 5,
+ 8,
+ 2,
+ 4,
+ 1,
+ 4,
+ 5,
+ 4,
+ 8,
+ 6,
+ 2,
+ 7,
+ 7,
+ 8,
+ 5
+ ],
+ "type": "float32"
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 9.607237815856934,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 1D tensor all negative integers default options", // test with float32 values which are equivalent to integers
+ "inputs": {
+ "input": {
+ "shape": [24],
+ "data": [
+ -6,
+ -3,
+ -5,
+ -1,
+ -9,
+ -5,
+ -1,
+ -2,
+ -10,
+ -1,
+ -5,
+ -7,
+ -7,
+ -3,
+ -10,
+ -10,
+ -8,
+ -6,
+ -2,
+ -6,
+ -1,
+ -9,
+ -5,
+ -2
+ ],
+ "type": "float32"
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 0.7001367211341858,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 2D tensor default options",
+ "inputs": {
+ "input": {
+ "shape": [4, 6],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 10.39477825164795,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 3D tensor default options",
+ "inputs": {
+ "input": {
+ "shape": [2, 3, 4],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 10.39477825164795,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 4D tensor default options",
+ "inputs": {
+ "input": {
+ "shape": [2, 2, 2, 3],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 10.39477825164795,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 5D tensor default options",
+ "inputs": {
+ "input": {
+ "shape": [2, 1, 4, 1, 3],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "expected": {
+ "name": "output",
+ "data": 10.39477825164795,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 3D tensor options.axes",
+ "inputs": {
+ "input": {
+ "shape": [2, 3, 4],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "options": {
+ "axes": [2]
+ },
+ "expected": {
+ "name": "output",
+ "shape": [2, 3],
+ "data": [
+ 8.55212688446045,
+ 3.985233783721924,
+ 5.52872896194458,
+ 9.081488609313965,
+ 6.996237754821777,
+ 9.759706497192383
+ ],
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 4D tensor options.axes",
+ "inputs": {
+ "input": {
+ "shape": [2, 2, 2, 3],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "options": {
+ "axes": [0, 2]
+ },
+ "expected": {
+ "name": "output",
+ "shape": [2, 3],
+ "data": [
+ 4.66951847076416,
+ 9.08117961883545,
+ 8.533217430114746,
+ 9.270560264587402,
+ 6.450263977050781,
+ 8.917200088500977
+ ],
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 3D tensor options.keepDimensions=false",
+ "inputs": {
+ "input": {
+ "shape": [2, 3, 4],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "options": {
+ "keepDimensions": false
+ },
+ "expected": {
+ "name": "output",
+ "data": 10.39477825164795,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 3D tensor options.keepDimensions=true",
+ "inputs": {
+ "input": {
+ "shape": [2, 3, 4],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "options": {
+ "keepDimensions": true
+ },
+ "expected": {
+ "name": "output",
+ "shape": [1, 1, 1],
+ "data": [
+ 10.39477825164795
+ ],
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 4D tensor options.keepDimensions=false",
+ "inputs": {
+ "input": {
+ "shape": [2, 2, 2, 3],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "options": {
+ "keepDimensions": false
+ },
+ "expected": {
+ "name": "output",
+ "data": 10.39477825164795,
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 4D tensor options.keepDimensions=true",
+ "inputs": {
+ "input": {
+ "shape": [2, 2, 2, 3],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "options": {
+ "keepDimensions": true
+ },
+ "expected": {
+ "name": "output",
+ "shape": [1, 1, 1, 1],
+ "data": [
+ 10.39477825164795
+ ],
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 4D tensor options.axes with options.keepDimensions=false",
+ "inputs": {
+ "input": {
+ "shape": [2, 2, 2, 3],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "options": {
+ "axes": [1, 3]
+ },
+ "expected": {
+ "name": "output",
+ "shape": [2, 2],
+ "data": [
+ 8.563796997070312,
+ 5.500619411468506,
+ 9.753945350646973,
+ 9.20864486694336
+ ],
+ "type": "float32"
+ }
+ },
+ {
+ "name": "reduceLogSumExp float32 4D tensor options.axes with options.keepDimensions=true",
+ "inputs": {
+ "input": {
+ "shape": [2, 2, 2, 3],
+ "data": [
+ 0.7974132976078829,
+ 5.046889970229296,
+ 8.520371090961714,
+ 1.4063042363728728,
+ 0.11882661415275164,
+ 0.285854490277071,
+ 1.9325640291685864,
+ 3.7939957856803797,
+ 2.6040233063490925,
+ 4.937509735746763,
+ 4.571482286709769,
+ 0.7865120436262685,
+ 0.21018670996660216,
+ 9.063042370844672,
+ 4.099809553408898,
+ 4.596248815627706,
+ 0.2549232349678032,
+ 1.1594801326588255,
+ 6.802876838759606,
+ 5.23432518570901,
+ 8.914905562420849,
+ 9.166799240859705,
+ 5.71750713886038,
+ 0.3255050658627967
+ ],
+ "type": "float32"
+ }
+ },
+ "options": {
+ "axes": [1, 3]
+ },
+ "expected": {
+ "name": "output",
+ "shape": [1, 2, 2, 1],
+ "data": [
+ 8.563796997070312,
+ 5.500619411468506,
+ 9.753945350646973,
+ 9.20864486694336
+ ],
+ "type": "float32"
+ }
+ }
+ ]
+} \ No newline at end of file
generated by cgit v1.2.3 (git 2.39.1) at 2024-07-21 13:31:52 +0000