From fda5adc77dc6a511c5685e42fd34eb089c7cc69d Mon Sep 17 00:00:00 2001 From: sugarme Date: Sat, 26 Jun 2021 18:25:26 +1000 Subject: [PATCH] fixed mem leak at RandomAffine --- CHANGELOG.md | 1 + example/augmentation/bb-transformed.jpg | Bin 87758 -> 48790 bytes example/augmentation/main.go | 13 +- vision/aug/affine.go | 10 +- vision/aug/function.go | 46 +++--- vision/aug/resize.go | 190 +++++++++++++++++++++++- vision/aug/transform.go | 18 +++ 7 files changed, 238 insertions(+), 40 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index c5d871e..843f396 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -17,6 +17,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Fixed double free tensor at `vision/aug/function.go` Equalize func. - Changed `vision/aug` all input image should be `uint8` (Byte) dtype and transformed output has the same dtype (uint8) so that `Compose()` can compose any transformer options. - Fixed wrong result of `aug.RandomAdjustSharpness` +- Fixed memory leak at `aug/function.getAffineGrid` ## [0.3.10] - Update installation at README.md diff --git a/example/augmentation/bb-transformed.jpg b/example/augmentation/bb-transformed.jpg index d572ac62adea8d8dea3fd868bb12e4e4bd73afe2..7cc6f9867b792e5db84b86e27d672b590d51a5ab 100644 GIT binary patch literal 48790 zcmcG#1zcO-mMTyF+pJ0>!PkOL2E;aR{!(9a`Mo-Ccr(;4i;>=Ra>| zKJU)EZ)W~Gf#l?zoUHG%z1G@mzb?LR0zSw|$w~oWU;qFZ=mYS&0tg1c!NUIagbsM< z6X7ia0z5ndG9u!ex9^bOy+c7pK|y_w@d5Qc`g;_V4>%vtF|n|*vEQNL;^AQ7VPIin z!N5VUhetp{KtRGmMM1^-e;%*D0qAdG0k8l#7<2$EIt&~-%xf=9K9oiTn7<9czYG{y zD1C1b-y$KSd;q}0z`?=7!~I1q^h#goIRHF50>(#H(KnbX#)#yOSZv=D^4?O2)%?L$ zodQv^n>Ym`A>-iU;S*3%)6mk|2;0PI3K@rzV~gtYFGznw^v?kb z{4XK;S3v)Y=XDwI4h{w?FgSF8FyN^y7d8MH@GS8P2qgBf#=m_9MEQ}q3R^Zb&e)RM zIyP!GdmJ1;N;9>tprJ+A3M!&+z zbih>?w*McYE(-^|@#&2x+R3xE))7tjNeNhJz*MsaO zU1+^G>%S>B?63RxZ-4N?^<)(yfMir#vAP*(b`$QCMw_GUiI8Y*cR|QWV=MM3dWa18Nu;0ay0M|sI_qLXvsm*jljwt2mY^cxUt 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Expect value in range [0, 0.5]. Got %v\n", v) + panic(err) + } + return func(o *Options) { + ds := newZoomIn(v) + o.zoomIn = ds + } +} + +// Forward implements ts.Module for RandRotateModule +// NOTE. input tensor must be uint8 (Byte) dtype otherwise panic! +func (rs *ZoomIn) Forward(x *ts.Tensor) *ts.Tensor { + dtype := x.DType() + if dtype != gotch.Uint8 { + err := fmt.Errorf("Invalid dtype. Expect uint8 (Byte) dtype. Got %v\n", dtype) + panic(err) + } + + device := x.MustDevice() + h := x.MustSize()[1] + w := x.MustSize()[2] + var xCPU *ts.Tensor + if device != gotch.CPU { + xCPU = x.MustTo(device, false) + } else { + xCPU = x.MustShallowClone() + } + + var out *ts.Tensor + var err error + r := randPvalue() + switch { + case r < rs.v: + cropW := int64(rs.v) * w + cropH := int64(rs.v) * h + newW := w - cropW + newH := h - cropH + // img = PIL.ImageOps.fit(img, size=(new_w,new_h), bleed=v/2, method=Image.BILINEAR) + fitImg := fitImg(xCPU, newW, newH) + xCPU.MustDrop() + // return img.resize((w,h), resample=Image.BILINEAR) + out, err = vision.Resize(fitImg, w, h) + if err != nil { + log.Fatal(err) + } + + fitImg.MustDrop() + default: + out = x.MustShallowClone() + } + + return out.MustTo(device, true) +} + +// TODO. +func fitImg(x *ts.Tensor, w, h int64) *ts.Tensor { + + panic("Not implemented") +} + +type ZoomOut struct { + v float64 // v should be [0, 0.5] +} + +func newZoomOut(v float64) *ZoomOut { + return &ZoomOut{v: v} +} + +func WithZoomOut(v float64) Option { + if v < 0 || v > 0.5 { + err := fmt.Errorf("Invalid input value. Expect value in range [0, 0.5]. Got %v\n", v) + panic(err) + } + return func(o *Options) { + ds := newZoomOut(v) + o.zoomOut = ds + } +} + +// Forward implements ts.Module for RandRotateModule +// NOTE. input tensor must be uint8 (Byte) dtype otherwise panic! +func (rs *ZoomOut) Forward(x *ts.Tensor) *ts.Tensor { + dtype := x.DType() + if dtype != gotch.Uint8 { + err := fmt.Errorf("Invalid dtype. Expect uint8 (Byte) dtype. Got %v\n", dtype) + panic(err) + } + + device := x.MustDevice() + h := x.MustSize()[1] + w := x.MustSize()[2] + var xCPU *ts.Tensor + if device != gotch.CPU { + xCPU = x.MustTo(device, false) + } else { + xCPU = x.MustShallowClone() + } + + var out *ts.Tensor + var err error + r := randPvalue() + switch { + case r < rs.v: + padW := int64(rs.v) * w + padH := int64(rs.v) * h + + padImg := padImg(xCPU, padW, padH) + xCPU.MustDrop() + // return img.resize((w,h), resample=Image.BILINEAR) + out, err = vision.Resize(padImg, w, h) + if err != nil { + log.Fatal(err) + } + + padImg.MustDrop() + default: + out = x.MustShallowClone() + } + + return out.MustTo(device, true) +} + +// TODO. +func padImg(x *ts.Tensor, w, h int64) *ts.Tensor { + + // img = np.asarray(img) + // img = np.pad(img, [(pad_h//2,pad_h//2), (pad_w//2,pad_w//2), (0,0)], mode='reflect') + return x.MustConstantPadNd([]int64{h / 2, h / 2, w / 2, w / 2}, false) +} diff --git a/vision/aug/transform.go b/vision/aug/transform.go index 2767d60..5e69cb1 100644 --- a/vision/aug/transform.go +++ b/vision/aug/transform.go @@ -44,6 +44,9 @@ type Options struct { randomAutocontrast *RandomAutocontrast randomAdjustSharpness *RandomAdjustSharpness randomEqualize *RandomEqualize + downSample *DownSample + zoomIn *ZoomIn + zoomOut *ZoomOut normalize *Normalize } @@ -68,6 +71,9 @@ func defaultOption() *Options { randomAutocontrast: nil, randomAdjustSharpness: nil, randomEqualize: nil, + downSample: nil, + zoomIn: nil, + zoomOut: nil, normalize: nil, } } @@ -165,6 +171,18 @@ func Compose(opts ...Option) (Transformer, error) { augs.Add(augOpts.normalize) } + if augOpts.downSample != nil { + augs.Add(augOpts.downSample) + } + + if augOpts.zoomIn != nil { + augs.Add(augOpts.zoomIn) + } + + if augOpts.zoomOut != nil { + augs.Add(augOpts.zoomOut) + } + return &Augment{augs}, nil }