diff --git a/advanced/algorithms/username/gpu_test/1.json b/advanced/algorithms/username/gpu_test/1.json
new file mode 100644
index 0000000000000000000000000000000000000000..3744b518446e266828a5579f9d7ba3e9f634df1b
--- /dev/null
+++ b/advanced/algorithms/username/gpu_test/1.json
@@ -0,0 +1,30 @@
+{
+ "type": "sequential",
+ "groups": [
+ {
+ "outputs": {
+ "scores": {
+ "type": "{{ user.username }}/probe_scores/1"
+ }
+ },
+ "inputs": {
+ "client_id": {
+ "type": "{{ system_user.username }}/uint64/1"
+ }
+ },
+ "name": "main"
+ }
+ ],
+ "parameters": {
+ "offset": {
+ "type": "uint32",
+ "default": 10,
+ "description": "Offset"
+ }
+ },
+ "schema_version": 2,
+ "api_version": 2,
+ "description": "",
+ "splittable": false,
+ "language": "python"
+}
diff --git a/advanced/algorithms/username/gpu_test/1.py b/advanced/algorithms/username/gpu_test/1.py
new file mode 100644
index 0000000000000000000000000000000000000000..149dc2e569813d4cf0567885cb81e9da9b381418
--- /dev/null
+++ b/advanced/algorithms/username/gpu_test/1.py
@@ -0,0 +1,61 @@
+###############################################################################
+# #
+# Copyright (c) 2019 Idiap Research Institute, http://www.idiap.ch/ #
+# Contact: beat.support@idiap.ch #
+# #
+# This file is part of the beat.examples module of the BEAT platform. #
+# #
+# Commercial License Usage #
+# Licensees holding valid commercial BEAT licenses may use this file in #
+# accordance with the terms contained in a written agreement between you #
+# and Idiap. For further information contact tto@idiap.ch #
+# #
+# Alternatively, this file may be used under the terms of the GNU Affero #
+# Public License version 3 as published by the Free Software and appearing #
+# in the file LICENSE.AGPL included in the packaging of this file. #
+# The BEAT platform is distributed in the hope that it will be useful, but #
+# WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY #
+# or FITNESS FOR A PARTICULAR PURPOSE. #
+# #
+# You should have received a copy of the GNU Affero Public License along #
+# with the BEAT platform. If not, see http://www.gnu.org/licenses/. #
+# #
+###############################################################################
+
+import numpy
+import torch
+
+class Algorithm:
+
+ def __init__(self):
+ self.offset = 1
+
+ def setup(self, parameters):
+ self.offset = numpy.asscalar(parameters['offset'])
+ return torch.cuda.is_available()
+
+ def process(self, inputs, data_loaders, outputs):
+ client_id = inputs['client_id'].data.value
+
+ x = torch.FloatTensor(1, 1).fill_(numpy.asscalar(client_id)).cuda()
+ y = torch.FloatTensor(1, 1).fill_(self.offset).cuda()
+ z = x + y
+ score = z.cpu().numpy().astype(numpy.int32)[0][0]
+
+ scores = [
+ {
+ 'template_identity': client_id,
+ 'score': score if client_id % 2 else -score
+ },
+ {
+ 'template_identity': 0,
+ 'score': -score if client_id % 2 else score
+ }
+ ]
+
+ outputs['scores'].write({
+ 'client_identity': client_id,
+ 'scores': scores
+ })
+
+ return True
diff --git a/advanced/algorithms/username/gpu_test/1.rst b/advanced/algorithms/username/gpu_test/1.rst
new file mode 100644
index 0000000000000000000000000000000000000000..3d94c664f22939a845fd14ae04420d9c367d589e
--- /dev/null
+++ b/advanced/algorithms/username/gpu_test/1.rst
@@ -0,0 +1,22 @@
+.. Copyright (c) 2019 Idiap Research Institute, http://www.idiap.ch/ ..
+.. Contact: beat.support@idiap.ch ..
+.. ..
+.. This file is part of the beat.examples module of the BEAT platform. ..
+.. ..
+.. Commercial License Usage ..
+.. Licensees holding valid commercial BEAT licenses may use this file in ..
+.. accordance with the terms contained in a written agreement between you ..
+.. and Idiap. For further information contact tto@idiap.ch ..
+.. ..
+.. Alternatively, this file may be used under the terms of the GNU Affero ..
+.. Public License version 3 as published by the Free Software and appearing ..
+.. in the file LICENSE.AGPL included in the packaging of this file. ..
+.. The BEAT platform is distributed in the hope that it will be useful, but ..
+.. WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY ..
+.. or FITNESS FOR A PARTICULAR PURPOSE. ..
+.. ..
+.. You should have received a copy of the GNU Affero Public License along ..
+.. with the BEAT platform. If not, see http://www.gnu.org/licenses/. ..
+
+
+Minimal algorithm validating GPU setup.
\ No newline at end of file
diff --git a/advanced/algorithms/username/pca/1.json b/advanced/algorithms/username/pca/1.json
index 0f5922647fa032d23cd583cdf659f5e23494f128..86e6aafd38245fd1b28c18f47bc4417c828ecd75 100644
--- a/advanced/algorithms/username/pca/1.json
+++ b/advanced/algorithms/username/pca/1.json
@@ -20,7 +20,7 @@
"number-of-components": {
"default": 5,
"type": "uint32",
- "number-of-components": "the number of dimensions to retain after applying PCA"
+ "description": "the number of dimensions to retain after applying PCA"
}
}
}
diff --git a/advanced/experiments/username/username/gpu_test/1/gpu_test.json b/advanced/experiments/username/username/gpu_test/1/gpu_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..28f60c51afff89bc5fee14b0e6adafdc1ff68616
--- /dev/null
+++ b/advanced/experiments/username/username/gpu_test/1/gpu_test.json
@@ -0,0 +1,44 @@
+{
+ "blocks": {
+ "block_1": {
+ "outputs": {
+ "scores": "scores"
+ },
+ "algorithm": "{{ user.username }}/gpu_test/1",
+ "inputs": {
+ "client_id": "input"
+ }
+ }
+ },
+ "globals": {
+ "queue": "{{ queue }}",
+ "{{ user.username }}/gpu_test/1": {
+ "offset": 10
+ },
+ "environment": {
+ "version": "0.0.1",
+ "name": "Pytorch 0.4.0"
+ }
+ },
+ "analyzers": {
+ "analyzer_1": {
+ "nb_slots": 1,
+ "algorithm": "{{ user.username }}/postperf_iso/1",
+ "inputs": {
+ "scores": "scores"
+ },
+ "queue": "{{ queue }}",
+ "environment": {
+ "version": "{{ environment.version }}",
+ "name": "{{ environment.name }}"
+ }
+ }
+ },
+ "datasets": {
+ "templates": {
+ "set": "templates",
+ "protocol": "idiap",
+ "database": "atnt/5"
+ }
+ }
+}
\ No newline at end of file
diff --git a/advanced/toolchains/username/gpu_test/1.json b/advanced/toolchains/username/gpu_test/1.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2074994abc0208e9408a41764003b9d95765f49
--- /dev/null
+++ b/advanced/toolchains/username/gpu_test/1.json
@@ -0,0 +1,109 @@
+{
+ "connections": [
+ {
+ "to": "analyzer_1.scores",
+ "from": "block_1.scores",
+ "channel": "templates"
+ },
+ {
+ "to": "block_1.input",
+ "from": "templates.file_id",
+ "channel": "templates"
+ }
+ ],
+ "analyzers": [
+ {
+ "inputs": [
+ "scores"
+ ],
+ "synchronized_channel": "templates",
+ "name": "analyzer_1"
+ }
+ ],
+ "datasets": [
+ {
+ "outputs": [
+ "client_id",
+ "file_id",
+ "image",
+ "template_id"
+ ],
+ "name": "templates"
+ }
+ ],
+ "blocks": [
+ {
+ "inputs": [
+ "input"
+ ],
+ "synchronized_channel": "templates",
+ "name": "block_1",
+ "outputs": [
+ "scores"
+ ]
+ }
+ ],
+ "representation": {
+ "connections": {
+ "templates.file_id/block_1.input": [
+ {
+ "col": 9,
+ "row": 6
+ },
+ {
+ "col": 10,
+ "row": 6
+ },
+ {
+ "col": 14,
+ "row": 6
+ },
+ {
+ "col": 15,
+ "row": 6
+ }
+ ],
+ "block_1.scores/analyzer_1.scores": [
+ {
+ "col": 21,
+ "row": 6
+ },
+ {
+ "col": 22,
+ "row": 6
+ },
+ {
+ "col": 24,
+ "row": 6
+ },
+ {
+ "col": 25,
+ "row": 6
+ }
+ ]
+ },
+ "blocks": {
+ "templates": {
+ "width": 5,
+ "height": 6,
+ "col": 4,
+ "row": 3
+ },
+ "block_1": {
+ "width": 6,
+ "height": 3,
+ "col": 15,
+ "row": 4
+ },
+ "analyzer_1": {
+ "width": 6,
+ "height": 3,
+ "col": 25,
+ "row": 4
+ }
+ },
+ "channel_colors": {
+ "templates": "#0000FF"
+ }
+ }
+}
diff --git a/advanced/toolchains/username/gpu_test/1.rst b/advanced/toolchains/username/gpu_test/1.rst
new file mode 100644
index 0000000000000000000000000000000000000000..5812fdd1452853abcef387fd2246bd6247e20d0d
--- /dev/null
+++ b/advanced/toolchains/username/gpu_test/1.rst
@@ -0,0 +1,22 @@
+.. Copyright (c) 2019 Idiap Research Institute, http://www.idiap.ch/ ..
+.. Contact: beat.support@idiap.ch ..
+.. ..
+.. This file is part of the beat.examples module of the BEAT platform. ..
+.. ..
+.. Commercial License Usage ..
+.. Licensees holding valid commercial BEAT licenses may use this file in ..
+.. accordance with the terms contained in a written agreement between you ..
+.. and Idiap. For further information contact tto@idiap.ch ..
+.. ..
+.. Alternatively, this file may be used under the terms of the GNU Affero ..
+.. Public License version 3 as published by the Free Software and appearing ..
+.. in the file LICENSE.AGPL included in the packaging of this file. ..
+.. The BEAT platform is distributed in the hope that it will be useful, but ..
+.. WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY ..
+.. or FITNESS FOR A PARTICULAR PURPOSE. ..
+.. ..
+.. You should have received a copy of the GNU Affero Public License along ..
+.. with the BEAT platform. If not, see http://www.gnu.org/licenses/. ..
+
+
+Implements a simple pass through for validating GPU setup.
\ No newline at end of file
diff --git a/test/algorithms/username/integers_add_torch_autonomous/1.json b/test/algorithms/username/integers_add_torch_autonomous/1.json
index 09b49e7f1d20b1fd24480cdb37136c06a45ce9fe..adec321a34a22cdf735a9c1856cab52b73f066c3 100644
--- a/test/algorithms/username/integers_add_torch_autonomous/1.json
+++ b/test/algorithms/username/integers_add_torch_autonomous/1.json
@@ -20,7 +20,7 @@
],
"parameters": {
"offset": {
- "default": "1",
+ "default": 1,
"type": "int32"
}
},
diff --git a/test/algorithms/username/integers_add_torch_legacy/1.json b/test/algorithms/username/integers_add_torch_legacy/1.json
index e59a0ec1632963019b22843dfea528b24a86cde5..578d04b6e07d6357ff0af28745baa5b3bad00e12 100644
--- a/test/algorithms/username/integers_add_torch_legacy/1.json
+++ b/test/algorithms/username/integers_add_torch_legacy/1.json
@@ -18,7 +18,7 @@
],
"parameters": {
"offset": {
- "default": "1",
+ "default": 1,
"type": "int32"
}
},
diff --git a/test/algorithms/username/integers_add_torch_sequential/1.json b/test/algorithms/username/integers_add_torch_sequential/1.json
index 74bca6f7cd40b562a7170cdd16a93a969a8d9c81..67a0153ae07b3a30d27f802f150b9b6b2bb433c3 100644
--- a/test/algorithms/username/integers_add_torch_sequential/1.json
+++ b/test/algorithms/username/integers_add_torch_sequential/1.json
@@ -20,7 +20,7 @@
],
"parameters": {
"offset": {
- "default": "1",
+ "default": 1,
"type": "int32"
},
"sync": {