[mobile][quantization] Add quantized torch mean implementation #27675
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Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: [ghstack-poisoned]
pytorchbot
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module: operators
oncall: quantization
supriyar
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Oct 10, 2019
Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: ae365b9 Pull Request resolved: #27675
…tion" Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: [ghstack-poisoned]
supriyar
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Oct 11, 2019
Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: 4e0069e Pull Request resolved: #27675
…tion" Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: [ghstack-poisoned]
supriyar
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Oct 14, 2019
Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: 81a73df Pull Request resolved: #27675
ljk53
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Oct 16, 2019
ljk53
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Oct 16, 2019
…tion" Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: [ghstack-poisoned]
supriyar
added a commit
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Oct 17, 2019
Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: 8e7ec14 Pull Request resolved: #27675
…tion" Stack from [ghstack](https://github.com/ezyang/ghstack): * **#27675 [mobile][quantization] Add quantized torch mean implementation** Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: Differential Revision: [D17989336](https://our.internmc.facebook.com/intern/diff/D17989336) [ghstack-poisoned]
supriyar
added a commit
that referenced
this pull request
Oct 18, 2019
… mean implementation" Stack from [ghstack](https://github.com/ezyang/ghstack): * **#27675 [mobile][quantization] Add quantized torch mean implementation** Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: Differential Revision: [D17989336](https://our.internmc.facebook.com/intern/diff/D17989336) [ghstack-poisoned]
supriyar
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Oct 18, 2019
Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQNNPackOps.test_mean Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: ee081fe Pull Request resolved: #27675
ljk53
approved these changes
Oct 18, 2019
…tion" Stack from [ghstack](https://github.com/ezyang/ghstack): * **#27675 [mobile][quantization] Add quantized torch mean implementation** Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: Differential Revision: [D17989336](https://our.internmc.facebook.com/intern/diff/D17989336) [ghstack-poisoned]
supriyar
added a commit
that referenced
this pull request
Oct 18, 2019
… mean implementation" Stack from [ghstack](https://github.com/ezyang/ghstack): * **#27675 [mobile][quantization] Add quantized torch mean implementation** Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: Differential Revision: [D17989336](https://our.internmc.facebook.com/intern/diff/D17989336) [ghstack-poisoned]
…tion" Stack from [ghstack](https://github.com/ezyang/ghstack): * **#27675 [mobile][quantization] Add quantized torch mean implementation** Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: Differential Revision: [D17989336](https://our.internmc.facebook.com/intern/diff/D17989336) [ghstack-poisoned]
supriyar
added a commit
that referenced
this pull request
Oct 19, 2019
… mean implementation" Stack from [ghstack](https://github.com/ezyang/ghstack): * **#27675 [mobile][quantization] Add quantized torch mean implementation** Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Reviewers: Subscribers: Tasks: Tags: Differential Revision: [D17989336](https://our.internmc.facebook.com/intern/diff/D17989336) [ghstack-poisoned]
supriyar
added a commit
that referenced
this pull request
Oct 19, 2019
Summary: This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQNNPackOps.test_mean Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: bf7b718 Pull Request resolved: #27675
zdevito
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to zdevito/ATen
that referenced
this pull request
Oct 20, 2019
Summary: Pull Request resolved: pytorch/pytorch#27675 This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Imported from OSS Differential Revision: D17989336 fbshipit-source-id: 8d4cbcbed5f146290b1580d26e5b45359d293761
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This pull request has been merged in 15be189. |
thiagocrepaldi
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to thiagocrepaldi/pytorch
that referenced
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Feb 4, 2020
Summary: Pull Request resolved: pytorch#27675 This leverages QNNPACK global average pooling to perform torch.mean on input feature maps Currently can only support mean along HxW plane in NCHW tensor. Test Plan: python test/test_quantized.py TestQuantizedOps.test_mean Imported from OSS Differential Revision: D17989336 fbshipit-source-id: 8d4cbcbed5f146290b1580d26e5b45359d293761
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Stack from ghstack:
Summary:
This leverages QNNPACK global average pooling to perform torch.mean on input feature maps
Currently can only support mean along HxW plane in NCHW tensor.
Test Plan:
python test/test_quantized.py TestQuantizedOps.test_mean
Reviewers:
Subscribers:
Tasks:
Tags:
Differential Revision: D17989336