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90ea61800f
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/13660 Any change in server side quantized operator was triggering ios-sanity-check with more than 5 hours testing time. I suspect this was because the operator code was synced with xplat directory. This diff moves server side quantized operators to caffe2/caffe2/quantization/server to avoid this issue. Reviewed By: hx89 Differential Revision: D12955420 fbshipit-source-id: b6c824b9de5e2a696f8c748e1b2c77d81d46746b
35 lines
914 B
Python
35 lines
914 B
Python
from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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from __future__ import unicode_literals
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import numpy as np
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from caffe2.python import core, workspace
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from caffe2.quantization.server import dnnlowp_pybind11
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net = core.Net("test_net")
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X = np.array([[1, 2], [3, 4]]).astype(np.float32)
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W = np.array([[5, 6], [7, 8]]).astype(np.float32)
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b = np.array([0, 1]).astype(np.float32)
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workspace.FeedBlob("X", X)
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workspace.FeedBlob("W", W)
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workspace.FeedBlob("b", b)
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Y = net.FC(["X", "W", "b"], ["Y"])
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dnnlowp_pybind11.ObserveMinMaxOfOutput("test_net.minmax", 1)
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workspace.CreateNet(net)
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workspace.RunNet(net)
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print(workspace.FetchBlob("Y"))
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workspace.ResetWorkspace()
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workspace.FeedBlob("X", X)
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workspace.FeedBlob("W", W)
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workspace.FeedBlob("b", b)
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dnnlowp_pybind11.ObserveHistogramOfOutput("test_net.hist", 1)
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workspace.CreateNet(net)
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workspace.RunNet(net)
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