From 26a029d407be480d791972afb5975cf62c9360a6 Mon Sep 17 00:00:00 2001
From: Daniel Baumann <daniel.baumann@progress-linux.org>
Date: Fri, 19 Apr 2024 02:47:55 +0200
Subject: Adding upstream version 124.0.1.

Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
---
 .../tests/webnn/resources/test_data/softplus.json  | 539 +++++++++++++++++++++
 1 file changed, 539 insertions(+)
 create mode 100644 testing/web-platform/tests/webnn/resources/test_data/softplus.json

(limited to 'testing/web-platform/tests/webnn/resources/test_data/softplus.json')

diff --git a/testing/web-platform/tests/webnn/resources/test_data/softplus.json b/testing/web-platform/tests/webnn/resources/test_data/softplus.json
new file mode 100644
index 0000000000..eb05b7b281
--- /dev/null
+++ b/testing/web-platform/tests/webnn/resources/test_data/softplus.json
@@ -0,0 +1,539 @@
+{ // softplus: The calculation follows the expression ln(1 + exp(steepness * x)) / steepness.
+  "tests": [
+    {
+      "name": "softplus float32 1D constant tensor default options", // default options: {steepness: 1}
+      "inputs": {
+        "x": {
+          "shape": [24],
+          "data": [
+            5.626614582460632,
+            5.167487045486892,
+            4.0146356193402655,
+            9.48003299650489,
+            9.989938045769978,
+            7.0654412821434125,
+            2.132681001794825,
+            8.187151346059956,
+            5.169976220175496,
+            2.1044997879382077,
+            3.523329401138895,
+            4.136340646976668,
+            1.7418719794295656,
+            5.145224066290767,
+            5.015515309165462,
+            0.045903935074711466,
+            2.9570898924917377,
+            3.959244712098706,
+            5.517926978255181,
+            7.192322388417094,
+            8.76492480390928,
+            1.3734704039113388,
+            8.930669016709397,
+            8.660283210871246
+          ],
+          "type": "float32",
+          "constant": true
+        }
+      },
+      "expected": {
+        "name": "output",
+        "shape": [24],
+        "data": [
+          5.630208969116211,
+          5.1731696128845215,
+          4.032524108886719,
+          9.480109214782715,
+          9.989983558654785,
+          7.0662946701049805,
+          2.2446866035461426,
+          8.187429428100586,
+          5.175644874572754,
+          2.219529390335083,
+          3.552403688430786,
+          4.152195453643799,
+          1.903303623199463,
+          5.151034355163574,
+          5.022127628326416,
+          0.7163625359535217,
+          3.007754325866699,
+          3.978142499923706,
+          5.521933078765869,
+          7.1930742263793945,
+          8.765081405639648,
+          1.5991919040679932,
+          8.930801391601562,
+          8.660456657409668
+        ],
+        "type": "float32"
+     }
+    },
+    {
+      "name": "softplus float32 1D tensor default options", // default options: {steepness: 1}
+      "inputs": {
+        "x": {
+          "shape": [24],
+          "data": [
+            5.626614582460632,
+            5.167487045486892,
+            4.0146356193402655,
+            9.48003299650489,
+            9.989938045769978,
+            7.0654412821434125,
+            2.132681001794825,
+            8.187151346059956,
+            5.169976220175496,
+            2.1044997879382077,
+            3.523329401138895,
+            4.136340646976668,
+            1.7418719794295656,
+            5.145224066290767,
+            5.015515309165462,
+            0.045903935074711466,
+            2.9570898924917377,
+            3.959244712098706,
+            5.517926978255181,
+            7.192322388417094,
+            8.76492480390928,
+            1.3734704039113388,
+            8.930669016709397,
+            8.660283210871246
+          ],
+          "type": "float32"
+        }
+      },
+      "expected": {
+        "name": "output",
+        "shape": [24],
+        "data": [
+          5.630208969116211,
+          5.1731696128845215,
+          4.032524108886719,
+          9.480109214782715,
+          9.989983558654785,
+          7.0662946701049805,
+          2.2446866035461426,
+          8.187429428100586,
+          5.175644874572754,
+          2.219529390335083,
+          3.552403688430786,
+          4.152195453643799,
+          1.903303623199463,
+          5.151034355163574,
+          5.022127628326416,
+          0.7163625359535217,
+          3.007754325866699,
+          3.978142499923706,
+          5.521933078765869,
+          7.1930742263793945,
+          8.765081405639648,
+          1.5991919040679932,
+          8.930801391601562,
+          8.660456657409668
+        ],
+        "type": "float32"
+     }
+    },
+    {
+      "name": "softplus float32 2D tensor default options",
+      "inputs": {
+        "x": {
+          "shape": [4, 6],
+          "data": [
+            5.626614582460632,
+            5.167487045486892,
+            4.0146356193402655,
+            9.48003299650489,
+            9.989938045769978,
+            7.0654412821434125,
+            2.132681001794825,
+            8.187151346059956,
+            5.169976220175496,
+            2.1044997879382077,
+            3.523329401138895,
+            4.136340646976668,
+            1.7418719794295656,
+            5.145224066290767,
+            5.015515309165462,
+            0.045903935074711466,
+            2.9570898924917377,
+            3.959244712098706,
+            5.517926978255181,
+            7.192322388417094,
+            8.76492480390928,
+            1.3734704039113388,
+            8.930669016709397,
+            8.660283210871246
+          ],
+          "type": "float32"
+        }
+      },
+      "expected": {
+        "name": "output",
+        "shape": [4, 6],
+        "data": [
+          5.630208969116211,
+          5.1731696128845215,
+          4.032524108886719,
+          9.480109214782715,
+          9.989983558654785,
+          7.0662946701049805,
+          2.2446866035461426,
+          8.187429428100586,
+          5.175644874572754,
+          2.219529390335083,
+          3.552403688430786,
+          4.152195453643799,
+          1.903303623199463,
+          5.151034355163574,
+          5.022127628326416,
+          0.7163625359535217,
+          3.007754325866699,
+          3.978142499923706,
+          5.521933078765869,
+          7.1930742263793945,
+          8.765081405639648,
+          1.5991919040679932,
+          8.930801391601562,
+          8.660456657409668
+        ],
+        "type": "float32"
+     }
+    },
+    {
+      "name": "softplus float32 3D tensor default options",
+      "inputs": {
+        "x": {
+          "shape": [2, 3, 4],
+          "data": [
+            5.626614582460632,
+            5.167487045486892,
+            4.0146356193402655,
+            9.48003299650489,
+            9.989938045769978,
+            7.0654412821434125,
+            2.132681001794825,
+            8.187151346059956,
+            5.169976220175496,
+            2.1044997879382077,
+            3.523329401138895,
+            4.136340646976668,
+            1.7418719794295656,
+            5.145224066290767,
+            5.015515309165462,
+            0.045903935074711466,
+            2.9570898924917377,
+            3.959244712098706,
+            5.517926978255181,
+            7.192322388417094,
+            8.76492480390928,
+            1.3734704039113388,
+            8.930669016709397,
+            8.660283210871246
+          ],
+          "type": "float32"
+        }
+      },
+      "expected": {
+        "name": "output",
+        "shape": [2, 3, 4],
+        "data": [
+          5.630208969116211,
+          5.1731696128845215,
+          4.032524108886719,
+          9.480109214782715,
+          9.989983558654785,
+          7.0662946701049805,
+          2.2446866035461426,
+          8.187429428100586,
+          5.175644874572754,
+          2.219529390335083,
+          3.552403688430786,
+          4.152195453643799,
+          1.903303623199463,
+          5.151034355163574,
+          5.022127628326416,
+          0.7163625359535217,
+          3.007754325866699,
+          3.978142499923706,
+          5.521933078765869,
+          7.1930742263793945,
+          8.765081405639648,
+          1.5991919040679932,
+          8.930801391601562,
+          8.660456657409668
+        ],
+        "type": "float32"
+     }
+    },
+    {
+      "name": "softplus float32 4D tensor default options",
+      "inputs": {
+        "x": {
+          "shape": [1, 2, 3, 4],
+          "data": [
+            5.626614582460632,
+            5.167487045486892,
+            4.0146356193402655,
+            9.48003299650489,
+            9.989938045769978,
+            7.0654412821434125,
+            2.132681001794825,
+            8.187151346059956,
+            5.169976220175496,
+            2.1044997879382077,
+            3.523329401138895,
+            4.136340646976668,
+            1.7418719794295656,
+            5.145224066290767,
+            5.015515309165462,
+            0.045903935074711466,
+            2.9570898924917377,
+            3.959244712098706,
+            5.517926978255181,
+            7.192322388417094,
+            8.76492480390928,
+            1.3734704039113388,
+            8.930669016709397,
+            8.660283210871246
+          ],
+          "type": "float32"
+        }
+      },
+      "expected": {
+        "name": "output",
+        "shape": [1, 2, 3, 4],
+        "data": [
+          5.630208969116211,
+          5.1731696128845215,
+          4.032524108886719,
+          9.480109214782715,
+          9.989983558654785,
+          7.0662946701049805,
+          2.2446866035461426,
+          8.187429428100586,
+          5.175644874572754,
+          2.219529390335083,
+          3.552403688430786,
+          4.152195453643799,
+          1.903303623199463,
+          5.151034355163574,
+          5.022127628326416,
+          0.7163625359535217,
+          3.007754325866699,
+          3.978142499923706,
+          5.521933078765869,
+          7.1930742263793945,
+          8.765081405639648,
+          1.5991919040679932,
+          8.930801391601562,
+          8.660456657409668
+        ],
+        "type": "float32"
+     }
+    },
+    {
+      "name": "softplus float32 5D tensor default options",
+      "inputs": {
+        "x": {
+          "shape": [1, 2, 1, 3, 4],
+          "data": [
+            5.626614582460632,
+            5.167487045486892,
+            4.0146356193402655,
+            9.48003299650489,
+            9.989938045769978,
+            7.0654412821434125,
+            2.132681001794825,
+            8.187151346059956,
+            5.169976220175496,
+            2.1044997879382077,
+            3.523329401138895,
+            4.136340646976668,
+            1.7418719794295656,
+            5.145224066290767,
+            5.015515309165462,
+            0.045903935074711466,
+            2.9570898924917377,
+            3.959244712098706,
+            5.517926978255181,
+            7.192322388417094,
+            8.76492480390928,
+            1.3734704039113388,
+            8.930669016709397,
+            8.660283210871246
+          ],
+          "type": "float32"
+        }
+      },
+      "expected": {
+        "name": "output",
+        "shape": [1, 2, 1, 3, 4],
+        "data": [
+          5.630208969116211,
+          5.1731696128845215,
+          4.032524108886719,
+          9.480109214782715,
+          9.989983558654785,
+          7.0662946701049805,
+          2.2446866035461426,
+          8.187429428100586,
+          5.175644874572754,
+          2.219529390335083,
+          3.552403688430786,
+          4.152195453643799,
+          1.903303623199463,
+          5.151034355163574,
+          5.022127628326416,
+          0.7163625359535217,
+          3.007754325866699,
+          3.978142499923706,
+          5.521933078765869,
+          7.1930742263793945,
+          8.765081405639648,
+          1.5991919040679932,
+          8.930801391601562,
+          8.660456657409668
+        ],
+        "type": "float32"
+     }
+    },
+    {
+      "name": "softplus both positive float32 4D tensor and options.steepness",
+      "inputs": {
+        "x": {
+          "shape": [1, 2, 3, 4],
+          "data": [
+            5.626614582460632,
+            5.167487045486892,
+            4.0146356193402655,
+            9.48003299650489,
+            9.989938045769978,
+            7.0654412821434125,
+            2.132681001794825,
+            8.187151346059956,
+            5.169976220175496,
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+            0.045903935074711466,
+            2.9570898924917377,
+            3.959244712098706,
+            5.517926978255181,
+            7.192322388417094,
+            8.76492480390928,
+            1.3734704039113388,
+            8.930669016709397,
+            8.660283210871246
+          ],
+          "type": "float32"
+        }
+      },
+      "options": {
+        "steepness": 1.5104469060897827
+      },
+      "expected": {
+        "name": "output",
+        "shape": [1, 2, 3, 4],
+        "data": [
+          5.626749515533447,
+          5.167757034301758,
+          4.016173362731934,
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+          9.989937782287598,
+          7.065456390380859,
+          2.158585548400879,
+          8.187153816223145,
+          5.170245170593262,
+          2.1315081119537354,
+          3.526555061340332,
+          4.137620449066162,
+          1.7879058122634888,
+          5.145503044128418,
+          5.015854835510254,
+          0.4822517931461334,
+          2.964651584625244,
+          3.960916519165039,
+          5.518085956573486,
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+          1.4518096446990967,
+          8.930669784545898,
+          8.660284042358398
+        ],
+        "type": "float32"
+     }
+    },
+    {
+      "name": "softplus both negative float32 4D tensor and options.steepness",
+      "inputs": {
+        "x": {
+          "shape": [1, 2, 3, 4],
+          "data": [
+            -5.584833476104802,
+            -8.188738740810354,
+            -8.981280004134987,
+            -1.7315531899284586,
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+            -1.5499896740695434,
+            -2.221591675966657,
+            -1.1088025713211636,
+            -2.7854626064634385,
+            -2.105037489961294,
+            -5.144277741727352,
+            -5.081219916574497,
+            -7.499426297617635,
+            -2.4305558382286545,
+            -8.390520024268328,
+            -0.07117499202643174
+          ],
+          "type": "float32"
+        }
+      },
+      "options": {
+        "steepness": -1.2985155767552126
+      },
+      "expected": {
+        "name": "output",
+        "shape": [1, 2, 3, 4],
+        "data": [
+          -5.585379123687744,
+          -8.188756942749023,
+          -8.981287002563477,
+          -1.8088372945785522,
+          -0.9798305630683899,
+          -0.5355416536331177,
+          -7.378442287445068,
+          -8.907533645629883,
+          -6.048677444458008,
+          -6.328769207000732,
+          -2.626511573791504,
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+          -2.1157851219177246,
+          -1.6465802192687988,
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+          -2.4626762866973877,
+          -8.390534400939941,
+          -0.5702091455459595
+        ],
+        "type": "float32"
+     }
+    }
+  ]
+}
\ No newline at end of file
-- 
cgit v1.2.3