Ejemplo n.º 1
0
        public NDArray build_results(BaseSession session, NDArray[] tensor_values)
        {
            var full_values = new List <object>();

            if (_final_fetches.Count != tensor_values.Length)
            {
                throw new InvalidOperationException("_final_fetches mismatch tensor_values");
            }

            int i = 0;
            int j = 0;

            foreach (var is_op in _ops)
            {
                if (is_op)
                {
                    full_values.Add(null);
                }
                else
                {
                    var value = tensor_values[j];
                    j += 1;
                    full_values.Add(value);
                }
                i += 1;
            }

            if (j != tensor_values.Length)
            {
                throw new InvalidOperationException("j mismatch tensor_values");
            }

            return(_fetch_mapper.build_results(full_values));
        }
Ejemplo n.º 2
0
        public NDArray build_results(BaseSession session, NDArray[] tensor_values)
        {
            var full_values = new List <object>();

            if (_final_fetches.Count != tensor_values.Length)
            {
                throw new InvalidOperationException("_final_fetches mismatch tensor_values");
            }

            int i = 0;
            int j = 0;

            foreach (var is_op in _ops)
            {
                if (is_op)
                {
                    full_values.Add(null);
                }
                else
                {
                    var value = tensor_values[j];
                    j += 1;
                    switch (value.dtype.Name)
                    {
                    case "Int32":
                        full_values.Add(value.Data <int>(0));
                        break;

                    case "Single":
                        full_values.Add(value.Data <float>(0));
                        break;

                    case "Double":
                        full_values.Add(value.Data <double>(0));
                        break;
                    }
                }
                i += 1;
            }

            if (j != tensor_values.Length)
            {
                throw new InvalidOperationException("j mismatch tensor_values");
            }

            return(_fetch_mapper.build_results(full_values));
        }
Ejemplo n.º 3
0
        public NDArray build_results(BaseSession session, NDArray[] tensor_values)
        {
            var full_values = new List <NDArray>();

            if (_final_fetches.Count != tensor_values.Length)
            {
                throw new InvalidOperationException("_final_fetches mismatch tensor_values");
            }

            int i = 0;
            int j = 0;

            foreach (var is_op in _ops)
            {
                if (is_op)
                {
                    if (tensor_values.Length > 0)
                    {
                        switch (tensor_values[0].dtype.Name)
                        {
                        case "Int32":
                            full_values.Add(float.NaN);
                            break;

                        case "Single":
                            full_values.Add(float.NaN);
                            break;

                        case "String":
                            full_values.Add(float.NaN);
                            break;

                        default:
                            throw new NotImplementedException($"build_results tensor_values[0] {tensor_values[0].dtype.Name}");
                        }
                    }
                    else
                    {
                        full_values.Add(null);
                    }
                }
                else
                {
                    var value = tensor_values[j];
                    j += 1;
                    if (value.ndim == 0)
                    {
                        switch (value.dtype.Name)
                        {
                        case "Int32":
                            full_values.Add(value.Data <int>(0));
                            break;

                        case "Int64":
                            full_values.Add(value.Data <long>(0));
                            break;

                        case "Single":
                            full_values.Add(value.Data <float>(0));
                            break;

                        case "Double":
                            full_values.Add(value.Data <double>(0));
                            break;

                        case "String":
                            full_values.Add(value.Data <string>(0));
                            break;
                        }
                    }
                    else
                    {
                        full_values.Add(value[np.arange(0, value.shape[0])]);
                    }
                }
                i += 1;
            }

            if (j != tensor_values.Length)
            {
                throw new InvalidOperationException("j mismatch tensor_values");
            }

            return(_fetch_mapper.build_results(full_values));
        }
Ejemplo n.º 4
0
        public NDArray[] build_results(BaseSession session, NDArray[] tensor_values)
        {
            var full_values = new List <NDArray>();

            if (_final_fetches.Count != tensor_values.Length)
            {
                throw new InvalidOperationException("_final_fetches mismatch tensor_values");
            }

            int i = 0;
            int j = 0;

            foreach (var is_op in _ops)
            {
                if (is_op)
                {
                    if (tensor_values.Length > 0)
                    {
                        switch (tensor_values[0].typecode)
                        {
                        case NPTypeCode.Int32:
                            full_values.Add(float.NaN);
                            break;

                        case NPTypeCode.Single:
                            full_values.Add(float.NaN);
                            break;

                        case NPTypeCode.Double:
                            full_values.Add(float.NaN);
                            break;

                        case NPTypeCode.String:
                            full_values.Add(float.NaN);
                            break;

                        case NPTypeCode.Char:
                            full_values.Add(float.NaN);
                            break;

                        case NPTypeCode.Byte:
                            full_values.Add(float.NaN);
                            break;

                        default:
                            throw new NotImplementedException($"build_results tensor_values[0] {tensor_values[0].dtype.Name}");
                        }
                    }
                    else
                    {
                        full_values.Add(null);
                    }
                }
                else
                {
                    var value = tensor_values[j];
                    j += 1;
                    if (value.ndim == 0)
                    {
                        switch (value.typecode)
                        {
                        case NPTypeCode.Int16:
                            full_values.Add(value.GetValue <short>(0));
                            break;

                        case NPTypeCode.Int32:
                            full_values.Add(value.GetValue <int>(0));
                            break;

                        case NPTypeCode.Int64:
                            full_values.Add(value.GetValue <long>(0));
                            break;

                        case NPTypeCode.Single:
                            full_values.Add(value.GetValue <float>(0));
                            break;

                        case NPTypeCode.Double:
                            full_values.Add(value.GetValue <double>(0));
                            break;

                        /*case "String":
                         *  full_values.Add(value.Data<byte>()[0]);
                         *  break;*/
                        default:
                            throw new NotImplementedException($"build_results tensor_values[0] {tensor_values[0].dtype.Name}");
                        }
                    }
                    else
                    {
                        full_values.Add(value[np.arange(0, value.shape[0])]);
                    }
                }
                i += 1;
            }

            if (j != tensor_values.Length)
            {
                throw new InvalidOperationException("j mismatch tensor_values");
            }

            return(_fetch_mapper.build_results(full_values));
        }