burn-tch 0.21.0

LibTorch backend for the Burn framework using the tch bindings.
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152

use burn_backend::{
    ExecutionError, FloatDType, IntDType, Shape, TensorData,
    ops::QTensorOps,
    quantization::{QuantScheme, QuantizationParametersPrimitive},
    tensor::{Device, FloatTensor, IntTensor, QuantizedTensor},
};

use crate::{LibTorch, LibTorchDevice, TchElement};

impl<E: TchElement> QTensorOps<Self> for LibTorch<E> {
    fn q_from_data(_data: TensorData, _device: &LibTorchDevice) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn quantize(
        _tensor: FloatTensor<Self>,
        _scheme: &QuantScheme,
        _qparams: QuantizationParametersPrimitive<Self>,
    ) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn quantize_dynamic(
        _tensor: FloatTensor<Self>,
        _scheme: &QuantScheme,
    ) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn dequantize(_tensor: QuantizedTensor<Self>, _dtype: FloatDType) -> FloatTensor<Self> {
        unimplemented!()
    }

    fn q_device(_tensor: &QuantizedTensor<Self>) -> LibTorchDevice {
        unimplemented!()
    }

    fn q_to_device(
        _tensor: QuantizedTensor<Self>,
        _device: &Device<Self>,
    ) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_reshape(_tensor: QuantizedTensor<Self>, _shape: Shape) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    async fn q_into_data(_tensor: QuantizedTensor<Self>) -> Result<TensorData, ExecutionError> {
        unimplemented!()
    }
    fn q_swap_dims(
        _tensor: QuantizedTensor<Self>,
        _dim1: usize,
        _dim2: usize,
    ) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_permute(_tensor: QuantizedTensor<Self>, _axes: &[usize]) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_flip(_tensor: QuantizedTensor<Self>, _axes: &[usize]) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_select(
        _tensor: QuantizedTensor<Self>,
        _dim: usize,
        _indices: IntTensor<Self>,
    ) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_slice(
        _tensor: QuantizedTensor<Self>,
        _slices: &[burn_backend::Slice],
    ) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_argmax(
        _tensor: QuantizedTensor<Self>,
        _dim: usize,
        _out_dtype: IntDType,
    ) -> IntTensor<Self> {
        unimplemented!()
    }

    fn q_argmin(
        _tensor: QuantizedTensor<Self>,
        _dim: usize,
        _out_dtype: IntDType,
    ) -> IntTensor<Self> {
        unimplemented!()
    }

    fn q_max_dim_with_indices(
        _tensor: QuantizedTensor<Self>,
        _dim: usize,
        _indices_dtype: IntDType,
    ) -> (QuantizedTensor<Self>, IntTensor<Self>) {
        unimplemented!()
    }

    fn q_max_dim(_tensor: QuantizedTensor<Self>, _dim: usize) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_min_dim(_tensor: QuantizedTensor<Self>, _dim: usize) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_min_dim_with_indices(
        _tensor: QuantizedTensor<Self>,
        _dim: usize,
        _indices_dtype: IntDType,
    ) -> (QuantizedTensor<Self>, IntTensor<Self>) {
        unimplemented!()
    }

    fn q_expand(_tensor: QuantizedTensor<Self>, _shape: Shape) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_sort(
        _tensor: QuantizedTensor<Self>,
        _dim: usize,
        _descending: bool,
    ) -> QuantizedTensor<Self> {
        unimplemented!()
    }

    fn q_sort_with_indices(
        _tensor: QuantizedTensor<Self>,
        _dim: usize,
        _descending: bool,
        _indices_dtype: IntDType,
    ) -> (QuantizedTensor<Self>, IntTensor<Self>) {
        unimplemented!()
    }

    fn q_argsort(
        _tensor: QuantizedTensor<Self>,
        _dim: usize,
        _descending: bool,
        _out_dtype: IntDType,
    ) -> IntTensor<Self> {
        unimplemented!()
    }
}