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fix: fix the bug caused by concat_v2 #1208

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Merged
merged 1 commit into from
Nov 5, 2023
Merged

fix: fix the bug caused by concat_v2 #1208

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4 changes: 2 additions & 2 deletions src/TensorFlowNET.Core/Operations/NnOps/rnn.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -428,9 +428,9 @@ public static Tensor _transpose_batch_time(Tensor x)
return x;

var x_rank = array_ops.rank(x);
var con1 = new Tensor[]
var con1 = new object[]
{
new Tensor(new int[]{0, 2}),
new []{1, 0 },
math_ops.range(2, x_rank)
};
var x_t = array_ops.transpose(x, array_ops.concat(con1, 0));
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6 changes: 3 additions & 3 deletions src/TensorFlowNET.Core/Operations/array_ops.cs
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Expand Up @@ -945,12 +945,12 @@ public static Tensor broadcast_static_shape(Tensor shape_x, Tensor shape_y)
/// <returns></returns>
public static Tensor concat(Tensor[] values, Tensor axis, string name = "concat")
{
return gen_array_ops.concat_v2(values, axis, name: name);
return tf.Context.ExecuteOp("ConcatV2", name, new ExecuteOpArgs(values, axis));
}

public static Tensor concat(Tensor[] values, Axis axis, string name = "concat")
public static Tensor concat(object[] values, int axis, string name = "concat")
{
return gen_array_ops.concat_v2(values, axis, name: name);
return tf.Context.ExecuteOp("ConcatV2", name, new ExecuteOpArgs(values, axis));
}

/// <summary>
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2 changes: 1 addition & 1 deletion src/TensorFlowNET.Core/Operations/nn_ops.cs
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Expand Up @@ -287,7 +287,7 @@ private static Tensor _flatten_outer_dims(Tensor logits)
new[] { math_ops.subtract(rank, 1) },
new[] { constant_op.constant(1) });

var ops = array_ops.concat(new Tensor[] { new Tensor(new int[] {1}), last_dim_size }, 0);
var ops = array_ops.concat(new[] { new[] { -1 }, (object)last_dim_size }, 0);
var output = array_ops.reshape(logits, ops);

// Set output shape if known.
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