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[quant] ConvPackedParams with TorchBind#35923

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[quant] ConvPackedParams with TorchBind#35923
jerryzh168 wants to merge 84 commits intogh/jerryzh168/282/basefrom
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@jerryzh168 jerryzh168 commented Apr 3, 2020

Stack from ghstack:

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Differential Revision: D20957089

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@jerryzh168 jerryzh168 requested a review from apaszke as a code owner April 3, 2020 01:03
jerryzh168 added a commit that referenced this pull request Apr 3, 2020
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ghstack-source-id: ef0dfbe
Pull Request resolved: #35923
@jerryzh168 jerryzh168 changed the title [quant] ConvPackedParams with TorchBind [WIP][quant] ConvPackedParams with TorchBind Apr 3, 2020
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This comment has been revised 426 times.

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@jerryzh168 jerryzh168 changed the title [WIP][quant] ConvPackedParams with TorchBind [quant] ConvPackedParams with TorchBind Apr 8, 2020
@jerryzh168 jerryzh168 requested a review from jamesr66a April 8, 2020 00:59
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@jamesr66a do I need to change anything about ONNX?

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jerryzh168 added a commit that referenced this pull request Apr 8, 2020
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ghstack-source-id: d4e87b3
Pull Request resolved: #35923
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@pytorchbot retest this please

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Nice! I think the code looks good, but we're going to have to make sure this is solid from a compatibility standpoint. A few things that come to mind are:

  • ONNX export. I had to do some shuffling in my PR to get that to work. The CI jobs should indicate whether this is needed or not
  • ScriptModule BC. I added a comment inline in test_backward_compatibility.py about this
  • __torch_function__ - dunno if this applies to Conv, but I ran into it in the RNN PR and I haven't figured out how to fix it yet

Comment thread aten/src/ATen/native/quantized/cpu/fbgemm_utils.h
Comment thread aten/src/ATen/native/quantized/cpu/fbgemm_utils.h Outdated
Comment thread aten/src/ATen/quantized/Quantizer.cpp Outdated
Comment thread test/backward_compatibility/check_backward_compatibility.py Outdated
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jerryzh168 added a commit that referenced this pull request Apr 9, 2020
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ghstack-source-id: b041f97
Pull Request resolved: #35923
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Great! Land if there are no more FBCode failures

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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jerryzh168 added a commit that referenced this pull request Apr 30, 2020
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ghstack-source-id: 037c18b
Pull Request resolved: #35923
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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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tbd

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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jerryzh168 added 5 commits May 4, 2020 11:25
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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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Differential Revision: [D20957089](https://our.internmc.facebook.com/intern/diff/D20957089)

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