Comments (4)
The origin of the error is here:
https://github.com/gorgonia/tensor/blob/d5ff158e8ba02c3e4ad3de4932959c4be1bfce94/dense.go#L630
Here are two debugging sessions:
❯ dlv test
Type 'help' for list of commands.
(dlv) funcs test.Example
(dlv) break matXs meta.go:71
Breakpoint matXs set at 0x1d5fbc1 for github.com/gorgonia/agogo/dualnet.shuffleBatch() ./meta.go:71
(dlv) continue
> [matXs] github.com/gorgonia/agogo/dualnet.shuffleBatch() ./meta.go:71 (hits goroutine(20):1 total:1) (PC: 0x1d5fbc1)
66: }()
67: Xs.Reshape(as2D(Xs.Shape())...)
68: π.Reshape(as2D(π.Shape())...)
69:
70: var matXs, matPis [][]float32
=> 71: if matXs, err = native.MatrixF32(Xs); err != nil {
72: return errors.Wrapf(err, "shuffle batch failed - matX")
73: }
74: if matPis, err = native.MatrixF32(π); err != nil {
75: return errors.Wrapf(err, "shuffle batch failed - pi")
76: }
(dlv) print Xs
*gorgonia.org/tensor.Dense {
AP: gorgonia.org/tensor.AP {
shape: gorgonia.org/tensor.Shape len: 2, cap: 2, [32,2178],
strides: []int len: 2, cap: 2, [2178,1],
fin: true,
o: 0,
Δ: NotTriangle (0),},
array: gorgonia.org/tensor.array {
Header: (*"gorgonia.org/tensor/internal/storage.Header")(0xc00026db38),
t: (*"gorgonia.org/tensor.Dtype")(0xc00026db50),},
flag: 0,
e: gorgonia.org/tensor.Engine(gorgonia.org/tensor.StdEng) {
E: gorgonia.org/tensor/internal/execution.E {},},
oe: gorgonia.org/tensor.standardEngine(gorgonia.org/tensor.StdEng) {
E: gorgonia.org/tensor/internal/execution.E {},},
old: gorgonia.org/tensor.AP {
shape: gorgonia.org/tensor.Shape len: 0, cap: 0, nil,
strides: []int len: 0, cap: 0, nil,
fin: false,
o: 0,
Δ: NotTriangle (0),},
transposeWith: []int len: 0, cap: 0, nil,
viewOf: 0,
mask: []bool len: 0, cap: 0, nil,
maskIsSoft: false,}
(dlv)
❯ dlv test
Type 'help' for list of commands.
(dlv) funcs test.Example
(dlv) break badMatrice /Users/olivierwulveryck/GOPROJECTS/pkg/mod/gorgonia.org/tensor@v0.9.18/dense.go:630
Breakpoint badMatrice set at 0x193a8d7 for gorgonia.org/tensor.(*Dense).RequiresIterator() /Users/olivierwulveryck/GOPROJECTS/pkg/mod/gorgonia.org/tensor@v0.9.18/dense.go:630
(dlv) continue
2021/01/16 17:46:46 Self Play for epoch 0. Player A 0xc00020a000, Player B 0xc00020a070
2021/01/16 17:46:46 Using Dummy
2021/01/16 17:46:46 Set up selfplay: Switch To inference for A. A.NN 0xc000177a00 (*dual.Dual)
2021/01/16 17:46:46 Set up selfplay: Switch To inference for B. B.NN 0xc000177ad0 (*dual.Dual)
2021/01/16 17:46:46 Episode 0
> [badMatrice] gorgonia.org/tensor.(*Dense).RequiresIterator() /Users/olivierwulveryck/GOPROJECTS/pkg/mod/gorgonia.org/tensor@v0.9.18/dense.go:630 (hits goroutine(1):1 total:1) (PC: 0x193a8d7)
625: func (t *Dense) RequiresIterator() bool {
626: if t.len() == 1 {
627: return false
628: }
629: // non continuous slice, transpose, or masked. If it's a slice and contiguous, then iterator is not required
=> 630: if !t.o.IsContiguous() || !t.old.IsZero() || t.IsMasked() {
631: return true
632: }
633: return false
634: }
635:
(dlv) print t
*gorgonia.org/tensor.Dense {
AP: gorgonia.org/tensor.AP {
shape: gorgonia.org/tensor.Shape len: 2, cap: 2, [0,18],
strides: []int len: 2, cap: 2, [18,1],
fin: true,
o: 0,
Δ: NotTriangle (0),},
array: gorgonia.org/tensor.array {
Header: (*"gorgonia.org/tensor/internal/storage.Header")(0xc0000bd038),
t: (*"gorgonia.org/tensor.Dtype")(0xc0000bd050),},
flag: 0,
e: gorgonia.org/tensor.Engine(gorgonia.org/tensor.StdEng) {
E: gorgonia.org/tensor/internal/execution.E {},},
oe: gorgonia.org/tensor.standardEngine(gorgonia.org/tensor.StdEng) {
E: gorgonia.org/tensor/internal/execution.E {},},
old: gorgonia.org/tensor.AP {
shape: gorgonia.org/tensor.Shape len: 0, cap: 0, nil,
strides: []int len: 0, cap: 0, nil,
fin: false,
o: 0,
Δ: NotTriangle (0),},
transposeWith: []int len: 0, cap: 0, nil,
viewOf: 0,
mask: []bool len: 0, cap: 0, nil,
maskIsSoft: false,}
(dlv)
from agogo.
The error happens when there are fewer examples than the batch size;
therefore the batches variable is zero, and it creates a tensor with shape (0,x,y,z)
which triggers the error in the training phase.
from agogo.
why is it colmajor?
from agogo.
why is it colmajor?
What do you mean? Where do you see that?
from agogo.
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from agogo.