diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_fused_adam_ops.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_fused_adam_ops.h new file mode 100644 index 0000000000000000000000000000000000000000..47a38c487dd5eddbc9bc14a90d43973d3c32713e --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_fused_adam_ops.h @@ -0,0 +1,83 @@ +#pragma once + +// @generated by torchgen/gen.py from Operator.h + +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { +namespace _ops { + + +struct TORCH_API _fused_adam_ { + using schema = void (at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, double, double, double, double, double, bool, bool, const c10::optional &, const c10::optional &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_fused_adam_") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_fused_adam_(Tensor(a!)[] self, Tensor(b!)[] grads, Tensor(c!)[] exp_avgs, Tensor(d!)[] exp_avg_sqs, Tensor(e!)[] max_exp_avg_sqs, Tensor[] state_steps, *, float lr, float beta1, float beta2, float weight_decay, float eps, bool amsgrad, bool maximize, Tensor? grad_scale=None, Tensor? found_inf=None) -> ()") + static void call(at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, double lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf); + static void redispatch(c10::DispatchKeySet dispatchKeySet, at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, double lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf); +}; + +struct TORCH_API _fused_adam__tensor_lr { + using schema = void (at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, const at::Tensor &, double, double, double, double, bool, bool, const c10::optional &, const c10::optional &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_fused_adam_") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "tensor_lr") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_fused_adam_.tensor_lr(Tensor(a!)[] self, Tensor(b!)[] grads, Tensor(c!)[] exp_avgs, Tensor(d!)[] exp_avg_sqs, Tensor(e!)[] max_exp_avg_sqs, Tensor[] state_steps, *, Tensor lr, float beta1, float beta2, float weight_decay, float eps, bool amsgrad, bool maximize, Tensor? grad_scale=None, Tensor? found_inf=None) -> ()") + static void call(at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, const at::Tensor & lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf); + static void redispatch(c10::DispatchKeySet dispatchKeySet, at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, const at::Tensor & lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf); +}; + +struct TORCH_API _fused_adam_out { + using schema = void (at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, double, double, double, double, double, bool, bool, const c10::optional &, const c10::optional &, at::TensorList); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_fused_adam") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "out") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_fused_adam.out(Tensor[] self, Tensor(b!)[] grads, Tensor(c!)[] exp_avgs, Tensor(d!)[] exp_avg_sqs, Tensor(e!)[] max_exp_avg_sqs, Tensor[] state_steps, *, float lr, float beta1, float beta2, float weight_decay, float eps, bool amsgrad, bool maximize, Tensor? grad_scale=None, Tensor? found_inf=None, Tensor(a!)[] out) -> ()") + static void call(at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, double lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf, at::TensorList out); + static void redispatch(c10::DispatchKeySet dispatchKeySet, at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, double lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf, at::TensorList out); +}; + +struct TORCH_API _fused_adam { + using schema = ::std::tuple<::std::vector,::std::vector,::std::vector,::std::vector,::std::vector> (at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, double, double, double, double, double, bool, bool, const c10::optional &, const c10::optional &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_fused_adam") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_fused_adam(Tensor[] self, Tensor[] grads, Tensor[] exp_avgs, Tensor[] exp_avg_sqs, Tensor[] max_exp_avg_sqs, Tensor[] state_steps, *, float lr, float beta1, float beta2, float weight_decay, float eps, bool amsgrad, bool maximize, Tensor? grad_scale=None, Tensor? found_inf=None) -> (Tensor[] self_out, Tensor[] grads_out, Tensor[] exp_avgs_out, Tensor[] exp_avg_sqs_out, Tensor[] max_exp_avg_sqs_out)") + static ::std::tuple<::std::vector,::std::vector,::std::vector,::std::vector,::std::vector> call(at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, double lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf); + static ::std::tuple<::std::vector,::std::vector,::std::vector,::std::vector,::std::vector> redispatch(c10::DispatchKeySet dispatchKeySet, at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, double lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf); +}; + +struct TORCH_API _fused_adam_tensor_lr_out { + using schema = void (at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, const at::Tensor &, double, double, double, double, bool, bool, const c10::optional &, const c10::optional &, at::TensorList); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_fused_adam") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "tensor_lr_out") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_fused_adam.tensor_lr_out(Tensor[] self, Tensor(b!)[] grads, Tensor(c!)[] exp_avgs, Tensor(d!)[] exp_avg_sqs, Tensor(e!)[] max_exp_avg_sqs, Tensor[] state_steps, *, Tensor lr, float beta1, float beta2, float weight_decay, float eps, bool amsgrad, bool maximize, Tensor? grad_scale=None, Tensor? found_inf=None, Tensor(a!)[] out) -> ()") + static void call(at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, const at::Tensor & lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf, at::TensorList out); + static void redispatch(c10::DispatchKeySet dispatchKeySet, at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, const at::Tensor & lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf, at::TensorList out); +}; + +struct TORCH_API _fused_adam_tensor_lr { + using schema = ::std::tuple<::std::vector,::std::vector,::std::vector,::std::vector,::std::vector> (at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, at::TensorList, const at::Tensor &, double, double, double, double, bool, bool, const c10::optional &, const c10::optional &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_fused_adam") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "tensor_lr") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_fused_adam.tensor_lr(Tensor[] self, Tensor[] grads, Tensor[] exp_avgs, Tensor[] exp_avg_sqs, Tensor[] max_exp_avg_sqs, Tensor[] state_steps, *, Tensor lr, float beta1, float beta2, float weight_decay, float eps, bool amsgrad, bool maximize, Tensor? grad_scale=None, Tensor? found_inf=None) -> (Tensor[] self_out, Tensor[] grads_out, Tensor[] exp_avgs_out, Tensor[] exp_avg_sqs_out, Tensor[] max_exp_avg_sqs_out)") + static ::std::tuple<::std::vector,::std::vector,::std::vector,::std::vector,::std::vector> call(at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, const at::Tensor & lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf); + static ::std::tuple<::std::vector,::std::vector,::std::vector,::std::vector,::std::vector> redispatch(c10::DispatchKeySet dispatchKeySet, at::TensorList self, at::TensorList grads, at::TensorList exp_avgs, at::TensorList exp_avg_sqs, at::TensorList max_exp_avg_sqs, at::TensorList state_steps, const at::Tensor & lr, double beta1, double beta2, double weight_decay, double eps, bool amsgrad, bool maximize, const c10::optional & grad_scale, const c10::optional & found_inf); +}; + +}} // namespace at::_ops diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_to_sparse_cpu_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_to_sparse_cpu_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..2ca396cd532fd13c2e16369a2283dce6b8063a9a --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_to_sparse_cpu_dispatch.h @@ -0,0 +1,24 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cpu { + +TORCH_API at::Tensor _to_sparse(const at::Tensor & self, int64_t sparse_dim); +TORCH_API at::Tensor _to_sparse(const at::Tensor & self, c10::optional layout=c10::nullopt, at::OptionalIntArrayRef blocksize=c10::nullopt, c10::optional dense_dim=c10::nullopt); + +} // namespace cpu +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_weight_norm_interface_compositeexplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_weight_norm_interface_compositeexplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..7c176e3be86dc464965287b2939b7e7a3fde3920 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_weight_norm_interface_compositeexplicitautograd_dispatch.h @@ -0,0 +1,24 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeexplicitautograd { + +TORCH_API ::std::tuple _weight_norm_interface_out(at::Tensor & out0, at::Tensor & out1, const at::Tensor & v, const at::Tensor & g, int64_t dim=0); +TORCH_API ::std::tuple _weight_norm_interface_outf(const at::Tensor & v, const at::Tensor & g, int64_t dim, at::Tensor & out0, at::Tensor & out1); + +} // namespace compositeexplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/align_to_ops.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/align_to_ops.h new file mode 100644 index 0000000000000000000000000000000000000000..8dbdcbbe1f8884b1d30243fc24783e073fe1827e --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/align_to_ops.h @@ -0,0 +1,39 @@ +#pragma once + +// @generated by torchgen/gen.py from Operator.h + +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { +namespace _ops { + + +struct TORCH_API align_to { + using schema = at::Tensor (const at::Tensor &, at::DimnameList); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::align_to") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "align_to(Tensor(a) self, Dimname[] names) -> Tensor(a)") + static at::Tensor call(const at::Tensor & self, at::DimnameList names); + static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::DimnameList names); +}; + +struct TORCH_API align_to_ellipsis_idx { + using schema = at::Tensor (const at::Tensor &, at::DimnameList, int64_t); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::align_to") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "ellipsis_idx") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "align_to.ellipsis_idx(Tensor(a) self, Dimname[] order, int ellipsis_idx) -> Tensor(a)") + static at::Tensor call(const at::Tensor & self, at::DimnameList order, int64_t ellipsis_idx); + static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::DimnameList order, int64_t ellipsis_idx); +}; + +}} // namespace at::_ops diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/avg_pool2d_backward_cuda_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/avg_pool2d_backward_cuda_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..297c0c1338524fc091bb303869cf52fc4b776a61 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/avg_pool2d_backward_cuda_dispatch.h @@ -0,0 +1,25 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cuda { + +TORCH_API at::Tensor avg_pool2d_backward(const at::Tensor & grad_output, const at::Tensor & self, at::IntArrayRef kernel_size, at::IntArrayRef stride, at::IntArrayRef padding, bool ceil_mode, bool count_include_pad, c10::optional divisor_override); +TORCH_API at::Tensor & avg_pool2d_backward_out(at::Tensor & grad_input, const at::Tensor & grad_output, const at::Tensor & self, at::IntArrayRef kernel_size, at::IntArrayRef stride, at::IntArrayRef padding, bool ceil_mode, bool count_include_pad, c10::optional divisor_override); +TORCH_API at::Tensor & avg_pool2d_backward_outf(const at::Tensor & grad_output, const at::Tensor & self, at::IntArrayRef kernel_size, at::IntArrayRef stride, at::IntArrayRef padding, bool ceil_mode, bool count_include_pad, c10::optional divisor_override, at::Tensor & grad_input); + +} // namespace cuda +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/crow_indices_copy_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/crow_indices_copy_native.h new file mode 100644 index 0000000000000000000000000000000000000000..13af32a057d0b6bdcecf521b57314692e7ee313d --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/crow_indices_copy_native.h @@ -0,0 +1,22 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor & crow_indices_copy_out(const at::Tensor & self, at::Tensor & out); +TORCH_API at::Tensor crow_indices_copy(const at::Tensor & self); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/embedding_sparse_backward_compositeimplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/embedding_sparse_backward_compositeimplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..ce2ea61127e9199526ff5c41eb2a8a81e3b3a743 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/embedding_sparse_backward_compositeimplicitautograd_dispatch.h @@ -0,0 +1,23 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeimplicitautograd { + +TORCH_API at::Tensor embedding_sparse_backward(const at::Tensor & grad, const at::Tensor & indices, int64_t num_weights, int64_t padding_idx, bool scale_grad_by_freq); + +} // namespace compositeimplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/linear_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/linear_native.h new file mode 100644 index 0000000000000000000000000000000000000000..789ce446ff1e1dc3381fc18e402f9f950a792a08 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/linear_native.h @@ -0,0 +1,23 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor linear(const at::Tensor & input, const at::Tensor & weight, const c10::optional & bias={}); +TORCH_API at::Tensor & linear_out(const at::Tensor & input, const at::Tensor & weight, const c10::optional & bias, at::Tensor & out); +TORCH_API at::Tensor nested_linear(const at::Tensor & input, const at::Tensor & weight, const c10::optional & bias={}); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/logcumsumexp_ops.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/logcumsumexp_ops.h new file mode 100644 index 0000000000000000000000000000000000000000..7c735711dc851489138580df1056d5f18544c03b --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/logcumsumexp_ops.h @@ -0,0 +1,61 @@ +#pragma once + +// @generated by torchgen/gen.py from Operator.h + +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { +namespace _ops { + + +struct TORCH_API logcumsumexp { + using schema = at::Tensor (const at::Tensor &, int64_t); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::logcumsumexp") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "logcumsumexp(Tensor self, int dim) -> Tensor") + static at::Tensor call(const at::Tensor & self, int64_t dim); + static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, int64_t dim); +}; + +struct TORCH_API logcumsumexp_out { + using schema = at::Tensor & (const at::Tensor &, int64_t, at::Tensor &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::logcumsumexp") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "out") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "logcumsumexp.out(Tensor self, int dim, *, Tensor(a!) out) -> Tensor(a!)") + static at::Tensor & call(const at::Tensor & self, int64_t dim, at::Tensor & out); + static at::Tensor & redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, int64_t dim, at::Tensor & out); +}; + +struct TORCH_API logcumsumexp_dimname { + using schema = at::Tensor (const at::Tensor &, at::Dimname); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::logcumsumexp") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "dimname") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "logcumsumexp.dimname(Tensor self, Dimname dim) -> Tensor") + static at::Tensor call(const at::Tensor & self, at::Dimname dim); + static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::Dimname dim); +}; + +struct TORCH_API logcumsumexp_dimname_out { + using schema = at::Tensor & (const at::Tensor &, at::Dimname, at::Tensor &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::logcumsumexp") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "dimname_out") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "logcumsumexp.dimname_out(Tensor self, Dimname dim, *, Tensor(a!) out) -> Tensor(a!)") + static at::Tensor & call(const at::Tensor & self, at::Dimname dim, at::Tensor & out); + static at::Tensor & redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::Dimname dim, at::Tensor & out); +}; + +}} // namespace at::_ops diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/smm_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/smm_native.h new file mode 100644 index 0000000000000000000000000000000000000000..f705734d1e7a05f0cca0be642830e9a70a6d7d13 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/smm_native.h @@ -0,0 +1,21 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor smm(const at::Tensor & self, const at::Tensor & mat2); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_modified_bessel_i0_meta_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_modified_bessel_i0_meta_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..762468cc36c1b0a638121264dff2ad182c799c89 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_modified_bessel_i0_meta_dispatch.h @@ -0,0 +1,25 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace meta { + +TORCH_API at::Tensor special_modified_bessel_i0(const at::Tensor & self); +TORCH_API at::Tensor & special_modified_bessel_i0_out(at::Tensor & out, const at::Tensor & self); +TORCH_API at::Tensor & special_modified_bessel_i0_outf(const at::Tensor & self, at::Tensor & out); + +} // namespace meta +} // namespace at diff --git a/vllm/lib/python3.10/site-packages/wandb/beta/__pycache__/workflows.cpython-310.pyc b/vllm/lib/python3.10/site-packages/wandb/beta/__pycache__/workflows.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..4d2db0be6eb3e777618e88c1a7bd520f1ae354e3 Binary files /dev/null and b/vllm/lib/python3.10/site-packages/wandb/beta/__pycache__/workflows.cpython-310.pyc differ diff --git a/vllm/lib/python3.10/site-packages/wandb/beta/workflows.py b/vllm/lib/python3.10/site-packages/wandb/beta/workflows.py new file mode 100644 index 0000000000000000000000000000000000000000..cddd589bd5593d4de220b71631156cd6e07cf3af --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/beta/workflows.py @@ -0,0 +1,288 @@ +import json +import os +from typing import Any, Dict, List, Optional, Union + +import wandb +import wandb.data_types as data_types +from wandb.data_types import _SavedModel +from wandb.sdk.artifacts.artifact import Artifact +from wandb.sdk.artifacts.artifact_manifest_entry import ArtifactManifestEntry + + +def _add_any( + artifact: Artifact, + path_or_obj: Union[ + str, ArtifactManifestEntry, data_types.WBValue + ], # todo: add dataframe + name: Optional[str], +) -> Any: + """Add an object to an artifact. + + High-level wrapper to add object(s) to an artifact - calls any of the .add* methods + under Artifact depending on the type of object that's passed in. This will probably + be moved to the Artifact class in the future. + + Args: + artifact: `Artifact` - artifact created with `wandb.Artifact(...)` + path_or_obj: `Union[str, ArtifactManifestEntry, data_types.WBValue]` - either a + str or valid object which indicates what to add to an artifact. + + name: `str` - the name of the object which is added to an artifact. + + Returns: + Type[Any] - Union[None, ArtifactManifestEntry, etc] + + """ + if isinstance(path_or_obj, ArtifactManifestEntry): + return artifact.add_reference(path_or_obj, name) + elif isinstance(path_or_obj, data_types.WBValue): + return artifact.add(path_or_obj, name) + elif isinstance(path_or_obj, str): + if os.path.isdir(path_or_obj): + return artifact.add_dir(path_or_obj) + elif os.path.isfile(path_or_obj): + return artifact.add_file(path_or_obj) + else: + with artifact.new_file(name) as f: + f.write(json.dumps(path_or_obj, sort_keys=True)) + else: + raise ValueError( + f"Expected `path_or_obj` to be instance of `ArtifactManifestEntry`, `WBValue`, or `str, found {type(path_or_obj)}" + ) + + +def _log_artifact_version( + name: str, + type: str, + entries: Dict[str, Union[str, ArtifactManifestEntry, data_types.WBValue]], + aliases: Optional[Union[str, List[str]]] = None, + description: Optional[str] = None, + metadata: Optional[dict] = None, + project: Optional[str] = None, + scope_project: Optional[bool] = None, + job_type: str = "auto", +) -> Artifact: + """Create an artifact, populate it, and log it with a run. + + If a run is not present, we create one. + + Args: + name: `str` - name of the artifact. If not scoped to a project, name will be + suffixed by "-{run_id}". + type: `str` - type of the artifact, used in the UI to group artifacts of the + same type. + entries: `Dict` - dictionary containing the named objects we want added to this + artifact. + description: `str` - text description of artifact. + metadata: `Dict` - users can pass in artifact-specific metadata here, will be + visible in the UI. + project: `str` - project under which to place this artifact. + scope_project: `bool` - if True, we will not suffix `name` with "-{run_id}". + job_type: `str` - Only applied if run is not present and we create one. + Used to identify runs of a certain job type, i.e "evaluation". + + Returns: + Artifact + + """ + if wandb.run is None: + run = wandb.init( + project=project, job_type=job_type, settings=wandb.Settings(silent="true") + ) + else: + run = wandb.run + + if not scope_project: + name = f"{name}-{run.id}" + + if metadata is None: + metadata = {} + + art = wandb.Artifact(name, type, description, metadata, False, None) + + for path in entries: + _add_any(art, entries[path], path) + + # "latest" should always be present as an alias + aliases = wandb.util._resolve_aliases(aliases) + run.log_artifact(art, aliases=aliases) + + return art + + +def log_model( + model_obj: Any, + name: str = "model", + aliases: Optional[Union[str, List[str]]] = None, + description: Optional[str] = None, + metadata: Optional[dict] = None, + project: Optional[str] = None, + scope_project: Optional[bool] = None, + **kwargs: Dict[str, Any], +) -> "_SavedModel": + """Log a model object to enable model-centric workflows in the UI. + + Supported frameworks include PyTorch, Keras, Tensorflow, Scikit-learn, etc. Under + the hood, we create a model artifact, bind it to the run that produced this model, + associate it with the latest metrics logged with `wandb.log(...)` and more. + + Args: + model_obj: any model object created with the following ML frameworks: PyTorch, + Keras, Tensorflow, Scikit-learn. name: `str` - name of the model artifact + that will be created to house this model_obj. + aliases: `str, List[str]` - optional alias(es) that will be applied on this + model and allow for unique identification. The alias "latest" will always be + applied to the latest version of a model. + description: `str` - text description/notes about the model - will be visible in + the Model Card UI. + metadata: `Dict` - model-specific metadata goes here - will be visible the UI. + project: `str` - project under which to place this artifact. + scope_project: `bool` - If true, name of this model artifact will not be + suffixed by `-{run_id}`. + + Returns: + _SavedModel instance + + Example: + ```python + import torch.nn as nn + import torch.nn.functional as F + + + class Net(nn.Module): + def __init__(self): + super(Net, self).__init__() + self.fc1 = nn.Linear(10, 10) + + def forward(self, x): + x = self.fc1(x) + x = F.relu(x) + return x + + + model = Net() + sm = log_model(model, "my-simple-model", aliases=["best"]) + ``` + + """ + model = data_types._SavedModel.init(model_obj, **kwargs) + _ = _log_artifact_version( + name=name, + type="model", + entries={ + "index": model, + }, + aliases=aliases, + description=description, + metadata=metadata, + project=project, + scope_project=scope_project, + job_type="log_model", + ) + # TODO: handle offline mode appropriately. + return model + + +def use_model(aliased_path: str, unsafe: bool = False) -> "_SavedModel": + """Fetch a saved model from an alias. + + Under the hood, we use the alias to fetch the model artifact containing the + serialized model files and rebuild the model object from these files. We also + declare the fetched model artifact as an input to the run (with `run.use_artifact`). + + Args: + aliased_path: `str` - the following forms are valid: "name:version", + "name:alias". May be prefixed with "entity/project". + unsafe: `bool` - must be True to indicate the user understands the risks + associated with loading external models. + + Returns: + _SavedModel instance + + Example: + ```python + # Assuming the model with the name "my-simple-model" is trusted: + sm = use_model("my-simple-model:latest", unsafe=True) + model = sm.model_obj() + ``` + """ + if not unsafe: + raise ValueError("The 'unsafe' parameter must be set to True to load a model.") + + if ":" not in aliased_path: + raise ValueError( + "aliased_path must be of the form 'name:alias' or 'name:version'." + ) + + # Returns a _SavedModel instance + if wandb.run: + run = wandb.run + artifact = run.use_artifact(aliased_path) + sm = artifact.get("index") + + if sm is None or not isinstance(sm, _SavedModel): + raise ValueError( + "Deserialization into model object failed: _SavedModel instance could not be initialized properly." + ) + + return sm + else: + raise ValueError( + "use_model can only be called inside a run. Please call wandb.init() before use_model(...)" + ) + + +def link_model( + model: "_SavedModel", + target_path: str, + aliases: Optional[Union[str, List[str]]] = None, +) -> None: + """Link the given model to a portfolio. + + A portfolio is a promoted collection which contains (in this case) model artifacts. + Linking to a portfolio allows for useful model-centric workflows in the UI. + + Args: + model: `_SavedModel` - an instance of _SavedModel, most likely from the output + of `log_model` or `use_model`. + target_path: `str` - the target portfolio. The following forms are valid for the + string: {portfolio}, {project/portfolio},{entity}/{project}/{portfolio}. + aliases: `str, List[str]` - optional alias(es) that will only be applied on this + linked model inside the portfolio. The alias "latest" will always be applied + to the latest version of a model. + + Returns: + None + + Example: + sm = use_model("my-simple-model:latest") + link_model(sm, "my-portfolio") + + """ + aliases = wandb.util._resolve_aliases(aliases) + + if wandb.run: + run = wandb.run + + # _artifact_source, if it exists, points to a Public Artifact. + # Its existence means that _SavedModel was deserialized from a logged artifact, most likely from `use_model`. + if model._artifact_source: + artifact = model._artifact_source.artifact + # If the _SavedModel has been added to a Local Artifact (most likely through `.add(WBValue)`), then + # model._artifact_target will point to that Local Artifact. + elif model._artifact_target and model._artifact_target.artifact._final: + artifact = model._artifact_target.artifact + else: + raise ValueError( + "Linking requires that the given _SavedModel belongs to an artifact" + ) + + run.link_artifact(artifact, target_path, aliases) + + else: + if model._artifact_source is not None: + model._artifact_source.artifact.link(target_path, aliases) + else: + raise ValueError( + "Linking requires that the given _SavedModel belongs to a logged artifact." + ) diff --git a/vllm/lib/python3.10/site-packages/wandb/mpmain/__init__.py b/vllm/lib/python3.10/site-packages/wandb/mpmain/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/vllm/lib/python3.10/site-packages/wandb/mpmain/__main__.py b/vllm/lib/python3.10/site-packages/wandb/mpmain/__main__.py new file mode 100644 index 0000000000000000000000000000000000000000..02e8a24d9fbce482e31cde126d8407586a61b3fd --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/mpmain/__main__.py @@ -0,0 +1 @@ +# This module is initialized after multiprocessing spawn diff --git a/vllm/lib/python3.10/site-packages/wandb/mpmain/__pycache__/__init__.cpython-310.pyc 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b/vllm/lib/python3.10/site-packages/wandb/proto/v3/__pycache__/wandb_settings_pb2.cpython-310.pyc differ diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_base_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_base_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..39db329f85b1bcaee10ef3120c377b6b011035a7 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_base_pb2.py @@ -0,0 +1,55 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_base.proto +"""Generated protocol buffer code.""" +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1cwandb/proto/wandb_base.proto\x12\x0ewandb_internal\"6\n\x0b_RecordInfo\x12\x11\n\tstream_id\x18\x01 \x01(\t\x12\x14\n\x0c_tracelog_id\x18\x64 \x01(\t\"!\n\x0c_RequestInfo\x12\x11\n\tstream_id\x18\x01 \x01(\t\"#\n\x0b_ResultInfo\x12\x14\n\x0c_tracelog_id\x18\x64 \x01(\tB\x1bZ\x19\x63ore/pkg/service_go_protob\x06proto3') + + + +__RECORDINFO = DESCRIPTOR.message_types_by_name['_RecordInfo'] +__REQUESTINFO = DESCRIPTOR.message_types_by_name['_RequestInfo'] +__RESULTINFO = DESCRIPTOR.message_types_by_name['_ResultInfo'] +_RecordInfo = _reflection.GeneratedProtocolMessageType('_RecordInfo', (_message.Message,), { + 'DESCRIPTOR' : __RECORDINFO, + '__module__' : 'wandb.proto.wandb_base_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal._RecordInfo) + }) +_sym_db.RegisterMessage(_RecordInfo) + +_RequestInfo = _reflection.GeneratedProtocolMessageType('_RequestInfo', (_message.Message,), { + 'DESCRIPTOR' : __REQUESTINFO, + '__module__' : 'wandb.proto.wandb_base_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal._RequestInfo) + }) +_sym_db.RegisterMessage(_RequestInfo) + +_ResultInfo = _reflection.GeneratedProtocolMessageType('_ResultInfo', (_message.Message,), { + 'DESCRIPTOR' : __RESULTINFO, + '__module__' : 'wandb.proto.wandb_base_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal._ResultInfo) + }) +_sym_db.RegisterMessage(_ResultInfo) + +if _descriptor._USE_C_DESCRIPTORS == False: + + DESCRIPTOR._options = None + DESCRIPTOR._serialized_options = b'Z\031core/pkg/service_go_proto' + __RECORDINFO._serialized_start=48 + __RECORDINFO._serialized_end=102 + __REQUESTINFO._serialized_start=104 + __REQUESTINFO._serialized_end=137 + __RESULTINFO._serialized_start=139 + __RESULTINFO._serialized_end=174 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_internal_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_internal_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..219b2c063319295a170892668a55a87817c69cfb --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_internal_pb2.py @@ -0,0 +1,1696 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_internal.proto +"""Generated protocol buffer code.""" +from google.protobuf.internal import enum_type_wrapper +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from google.protobuf import empty_pb2 as google_dot_protobuf_dot_empty__pb2 +from google.protobuf import timestamp_pb2 as google_dot_protobuf_dot_timestamp__pb2 +from wandb.proto import wandb_base_pb2 as wandb_dot_proto_dot_wandb__base__pb2 +from wandb.proto import wandb_telemetry_pb2 as wandb_dot_proto_dot_wandb__telemetry__pb2 + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n 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\x01(\tB\x08\n\x06source\"\xc7\x01\n\x0fJobInputRequest\x12\x34\n\x0cinput_source\x18\x01 \x01(\x0b\x32\x1e.wandb_internal.JobInputSource\x12\x33\n\rinclude_paths\x18\x02 \x03(\x0b\x32\x1c.wandb_internal.JobInputPath\x12\x33\n\rexclude_paths\x18\x03 \x03(\x0b\x32\x1c.wandb_internal.JobInputPath\x12\x14\n\x0cinput_schema\x18\x04 \x01(\t\"t\n\x14ServerFeatureRequest\x12.\n\x07\x66\x65\x61ture\x18\x01 \x01(\x0e\x32\x1d.wandb_internal.ServerFeature\x12,\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1c.wandb_internal._RequestInfo\"K\n\x15ServerFeatureResponse\x12\x32\n\x07\x66\x65\x61ture\x18\x01 \x01(\x0b\x32!.wandb_internal.ServerFeatureItem\"2\n\x11ServerFeatureItem\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07\x65nabled\x18\x02 \x01(\x08*G\n\rServerFeature\x12\x13\n\x0fLARGE_FILENAMES\x10\x00\x12\x11\n\rARTIFACT_TAGS\x10\x01\x12\x0e\n\nCLIENT_IDS\x10\x02\x42\x1bZ\x19\x63ore/pkg/service_go_protob\x06proto3') + +_SERVERFEATURE = DESCRIPTOR.enum_types_by_name['ServerFeature'] +ServerFeature = enum_type_wrapper.EnumTypeWrapper(_SERVERFEATURE) +LARGE_FILENAMES = 0 +ARTIFACT_TAGS = 1 +CLIENT_IDS = 2 + + +_RECORD = DESCRIPTOR.message_types_by_name['Record'] +_CONTROL = DESCRIPTOR.message_types_by_name['Control'] +_RESULT = DESCRIPTOR.message_types_by_name['Result'] +_FINALRECORD = DESCRIPTOR.message_types_by_name['FinalRecord'] +_VERSIONINFO = DESCRIPTOR.message_types_by_name['VersionInfo'] +_HEADERRECORD = DESCRIPTOR.message_types_by_name['HeaderRecord'] +_FOOTERRECORD = DESCRIPTOR.message_types_by_name['FooterRecord'] +_RUNRECORD = DESCRIPTOR.message_types_by_name['RunRecord'] +_GITREPORECORD = DESCRIPTOR.message_types_by_name['GitRepoRecord'] +_RUNUPDATERESULT = DESCRIPTOR.message_types_by_name['RunUpdateResult'] +_ERRORINFO = DESCRIPTOR.message_types_by_name['ErrorInfo'] +_RUNEXITRECORD = DESCRIPTOR.message_types_by_name['RunExitRecord'] +_RUNEXITRESULT = DESCRIPTOR.message_types_by_name['RunExitResult'] +_RUNPREEMPTINGRECORD = DESCRIPTOR.message_types_by_name['RunPreemptingRecord'] +_RUNPREEMPTINGRESULT = DESCRIPTOR.message_types_by_name['RunPreemptingResult'] +_SETTINGSRECORD = DESCRIPTOR.message_types_by_name['SettingsRecord'] +_SETTINGSITEM = DESCRIPTOR.message_types_by_name['SettingsItem'] +_HISTORYSTEP = DESCRIPTOR.message_types_by_name['HistoryStep'] +_HISTORYRECORD = DESCRIPTOR.message_types_by_name['HistoryRecord'] +_HISTORYITEM = DESCRIPTOR.message_types_by_name['HistoryItem'] +_HISTORYRESULT = DESCRIPTOR.message_types_by_name['HistoryResult'] +_OUTPUTRECORD = DESCRIPTOR.message_types_by_name['OutputRecord'] +_OUTPUTRESULT = DESCRIPTOR.message_types_by_name['OutputResult'] +_OUTPUTRAWRECORD = DESCRIPTOR.message_types_by_name['OutputRawRecord'] +_OUTPUTRAWRESULT = DESCRIPTOR.message_types_by_name['OutputRawResult'] +_METRICRECORD = DESCRIPTOR.message_types_by_name['MetricRecord'] +_METRICRESULT = DESCRIPTOR.message_types_by_name['MetricResult'] +_METRICOPTIONS = DESCRIPTOR.message_types_by_name['MetricOptions'] +_METRICCONTROL = DESCRIPTOR.message_types_by_name['MetricControl'] +_METRICSUMMARY = DESCRIPTOR.message_types_by_name['MetricSummary'] +_CONFIGRECORD = DESCRIPTOR.message_types_by_name['ConfigRecord'] +_CONFIGITEM = DESCRIPTOR.message_types_by_name['ConfigItem'] +_CONFIGRESULT = DESCRIPTOR.message_types_by_name['ConfigResult'] +_SUMMARYRECORD = DESCRIPTOR.message_types_by_name['SummaryRecord'] +_SUMMARYITEM = DESCRIPTOR.message_types_by_name['SummaryItem'] +_SUMMARYRESULT = DESCRIPTOR.message_types_by_name['SummaryResult'] +_FILESRECORD = DESCRIPTOR.message_types_by_name['FilesRecord'] +_FILESITEM = DESCRIPTOR.message_types_by_name['FilesItem'] +_FILESRESULT = DESCRIPTOR.message_types_by_name['FilesResult'] +_STATSRECORD = DESCRIPTOR.message_types_by_name['StatsRecord'] +_STATSITEM = DESCRIPTOR.message_types_by_name['StatsItem'] +_ARTIFACTRECORD = DESCRIPTOR.message_types_by_name['ArtifactRecord'] +_ARTIFACTMANIFEST = DESCRIPTOR.message_types_by_name['ArtifactManifest'] +_ARTIFACTMANIFESTENTRY = DESCRIPTOR.message_types_by_name['ArtifactManifestEntry'] +_EXTRAITEM = DESCRIPTOR.message_types_by_name['ExtraItem'] +_STORAGEPOLICYCONFIGITEM = DESCRIPTOR.message_types_by_name['StoragePolicyConfigItem'] +_ARTIFACTRESULT = DESCRIPTOR.message_types_by_name['ArtifactResult'] +_LINKARTIFACTRESULT = DESCRIPTOR.message_types_by_name['LinkArtifactResult'] +_LINKARTIFACTREQUEST = DESCRIPTOR.message_types_by_name['LinkArtifactRequest'] +_LINKARTIFACTRESPONSE = DESCRIPTOR.message_types_by_name['LinkArtifactResponse'] +_TBRECORD = DESCRIPTOR.message_types_by_name['TBRecord'] +_TBRESULT = DESCRIPTOR.message_types_by_name['TBResult'] +_ALERTRECORD = DESCRIPTOR.message_types_by_name['AlertRecord'] +_ALERTRESULT = DESCRIPTOR.message_types_by_name['AlertResult'] +_REQUEST = DESCRIPTOR.message_types_by_name['Request'] +_RESPONSE = DESCRIPTOR.message_types_by_name['Response'] +_DEFERREQUEST = DESCRIPTOR.message_types_by_name['DeferRequest'] +_PAUSEREQUEST = DESCRIPTOR.message_types_by_name['PauseRequest'] +_PAUSERESPONSE = DESCRIPTOR.message_types_by_name['PauseResponse'] +_RESUMEREQUEST = DESCRIPTOR.message_types_by_name['ResumeRequest'] +_RESUMERESPONSE = DESCRIPTOR.message_types_by_name['ResumeResponse'] +_LOGINREQUEST = DESCRIPTOR.message_types_by_name['LoginRequest'] +_LOGINRESPONSE = DESCRIPTOR.message_types_by_name['LoginResponse'] +_GETSUMMARYREQUEST = DESCRIPTOR.message_types_by_name['GetSummaryRequest'] +_GETSUMMARYRESPONSE = DESCRIPTOR.message_types_by_name['GetSummaryResponse'] +_GETSYSTEMMETRICSREQUEST = DESCRIPTOR.message_types_by_name['GetSystemMetricsRequest'] +_SYSTEMMETRICSAMPLE = DESCRIPTOR.message_types_by_name['SystemMetricSample'] +_SYSTEMMETRICSBUFFER = DESCRIPTOR.message_types_by_name['SystemMetricsBuffer'] +_GETSYSTEMMETRICSRESPONSE = DESCRIPTOR.message_types_by_name['GetSystemMetricsResponse'] +_GETSYSTEMMETRICSRESPONSE_SYSTEMMETRICSENTRY = _GETSYSTEMMETRICSRESPONSE.nested_types_by_name['SystemMetricsEntry'] +_GETSYSTEMMETADATAREQUEST = DESCRIPTOR.message_types_by_name['GetSystemMetadataRequest'] +_GETSYSTEMMETADATARESPONSE = DESCRIPTOR.message_types_by_name['GetSystemMetadataResponse'] +_STATUSREQUEST = DESCRIPTOR.message_types_by_name['StatusRequest'] +_STATUSRESPONSE = DESCRIPTOR.message_types_by_name['StatusResponse'] +_STOPSTATUSREQUEST = DESCRIPTOR.message_types_by_name['StopStatusRequest'] +_STOPSTATUSRESPONSE = DESCRIPTOR.message_types_by_name['StopStatusResponse'] +_NETWORKSTATUSREQUEST = DESCRIPTOR.message_types_by_name['NetworkStatusRequest'] +_NETWORKSTATUSRESPONSE = DESCRIPTOR.message_types_by_name['NetworkStatusResponse'] +_HTTPRESPONSE = DESCRIPTOR.message_types_by_name['HttpResponse'] +_INTERNALMESSAGESREQUEST = DESCRIPTOR.message_types_by_name['InternalMessagesRequest'] +_INTERNALMESSAGESRESPONSE = DESCRIPTOR.message_types_by_name['InternalMessagesResponse'] +_INTERNALMESSAGES = DESCRIPTOR.message_types_by_name['InternalMessages'] +_POLLEXITREQUEST = DESCRIPTOR.message_types_by_name['PollExitRequest'] +_POLLEXITRESPONSE = DESCRIPTOR.message_types_by_name['PollExitResponse'] +_OPERATIONSTATS = DESCRIPTOR.message_types_by_name['OperationStats'] +_OPERATION = DESCRIPTOR.message_types_by_name['Operation'] +_SENDERMARKREQUEST = DESCRIPTOR.message_types_by_name['SenderMarkRequest'] +_SYNCFINISHREQUEST = DESCRIPTOR.message_types_by_name['SyncFinishRequest'] +_SYNCRESPONSE = DESCRIPTOR.message_types_by_name['SyncResponse'] +_SENDERREADREQUEST = DESCRIPTOR.message_types_by_name['SenderReadRequest'] +_STATUSREPORTREQUEST = DESCRIPTOR.message_types_by_name['StatusReportRequest'] +_SUMMARYRECORDREQUEST = DESCRIPTOR.message_types_by_name['SummaryRecordRequest'] +_TELEMETRYRECORDREQUEST = DESCRIPTOR.message_types_by_name['TelemetryRecordRequest'] +_SERVERINFOREQUEST = DESCRIPTOR.message_types_by_name['ServerInfoRequest'] +_SERVERINFORESPONSE = DESCRIPTOR.message_types_by_name['ServerInfoResponse'] +_SERVERMESSAGES = DESCRIPTOR.message_types_by_name['ServerMessages'] +_SERVERMESSAGE = DESCRIPTOR.message_types_by_name['ServerMessage'] +_FILECOUNTS = DESCRIPTOR.message_types_by_name['FileCounts'] +_FILEPUSHERSTATS = DESCRIPTOR.message_types_by_name['FilePusherStats'] +_FILESUPLOADED = DESCRIPTOR.message_types_by_name['FilesUploaded'] +_FILETRANSFERINFOREQUEST = DESCRIPTOR.message_types_by_name['FileTransferInfoRequest'] +_LOCALINFO = DESCRIPTOR.message_types_by_name['LocalInfo'] +_SHUTDOWNREQUEST = DESCRIPTOR.message_types_by_name['ShutdownRequest'] +_SHUTDOWNRESPONSE = DESCRIPTOR.message_types_by_name['ShutdownResponse'] +_ATTACHREQUEST = DESCRIPTOR.message_types_by_name['AttachRequest'] +_ATTACHRESPONSE = DESCRIPTOR.message_types_by_name['AttachResponse'] +_TESTINJECTREQUEST = DESCRIPTOR.message_types_by_name['TestInjectRequest'] +_TESTINJECTRESPONSE = DESCRIPTOR.message_types_by_name['TestInjectResponse'] +_HISTORYACTION = DESCRIPTOR.message_types_by_name['HistoryAction'] +_PARTIALHISTORYREQUEST = DESCRIPTOR.message_types_by_name['PartialHistoryRequest'] +_PARTIALHISTORYRESPONSE = DESCRIPTOR.message_types_by_name['PartialHistoryResponse'] +_SAMPLEDHISTORYREQUEST = DESCRIPTOR.message_types_by_name['SampledHistoryRequest'] +_SAMPLEDHISTORYITEM = DESCRIPTOR.message_types_by_name['SampledHistoryItem'] +_SAMPLEDHISTORYRESPONSE = DESCRIPTOR.message_types_by_name['SampledHistoryResponse'] +_RUNSTATUSREQUEST = DESCRIPTOR.message_types_by_name['RunStatusRequest'] +_RUNSTATUSRESPONSE = DESCRIPTOR.message_types_by_name['RunStatusResponse'] +_RUNSTARTREQUEST = DESCRIPTOR.message_types_by_name['RunStartRequest'] +_RUNSTARTRESPONSE = DESCRIPTOR.message_types_by_name['RunStartResponse'] +_RUNFINISHWITHOUTEXITREQUEST = DESCRIPTOR.message_types_by_name['RunFinishWithoutExitRequest'] +_RUNFINISHWITHOUTEXITRESPONSE = DESCRIPTOR.message_types_by_name['RunFinishWithoutExitResponse'] +_CHECKVERSIONREQUEST = DESCRIPTOR.message_types_by_name['CheckVersionRequest'] +_CHECKVERSIONRESPONSE = DESCRIPTOR.message_types_by_name['CheckVersionResponse'] +_JOBINFOREQUEST = DESCRIPTOR.message_types_by_name['JobInfoRequest'] +_JOBINFORESPONSE = DESCRIPTOR.message_types_by_name['JobInfoResponse'] +_LOGARTIFACTREQUEST = DESCRIPTOR.message_types_by_name['LogArtifactRequest'] +_LOGARTIFACTRESPONSE = DESCRIPTOR.message_types_by_name['LogArtifactResponse'] +_DOWNLOADARTIFACTREQUEST = DESCRIPTOR.message_types_by_name['DownloadArtifactRequest'] +_DOWNLOADARTIFACTRESPONSE = DESCRIPTOR.message_types_by_name['DownloadArtifactResponse'] +_KEEPALIVEREQUEST = DESCRIPTOR.message_types_by_name['KeepaliveRequest'] +_KEEPALIVERESPONSE = DESCRIPTOR.message_types_by_name['KeepaliveResponse'] +_ARTIFACTINFO = DESCRIPTOR.message_types_by_name['ArtifactInfo'] +_GITINFO = DESCRIPTOR.message_types_by_name['GitInfo'] +_GITSOURCE = DESCRIPTOR.message_types_by_name['GitSource'] +_IMAGESOURCE = DESCRIPTOR.message_types_by_name['ImageSource'] +_SOURCE = DESCRIPTOR.message_types_by_name['Source'] +_JOBSOURCE = DESCRIPTOR.message_types_by_name['JobSource'] +_PARTIALJOBARTIFACT = DESCRIPTOR.message_types_by_name['PartialJobArtifact'] +_USEARTIFACTRECORD = DESCRIPTOR.message_types_by_name['UseArtifactRecord'] +_USEARTIFACTRESULT = DESCRIPTOR.message_types_by_name['UseArtifactResult'] +_CANCELREQUEST = DESCRIPTOR.message_types_by_name['CancelRequest'] +_CANCELRESPONSE = DESCRIPTOR.message_types_by_name['CancelResponse'] +_DISKINFO = DESCRIPTOR.message_types_by_name['DiskInfo'] +_MEMORYINFO = DESCRIPTOR.message_types_by_name['MemoryInfo'] +_CPUINFO = DESCRIPTOR.message_types_by_name['CpuInfo'] +_APPLEINFO = DESCRIPTOR.message_types_by_name['AppleInfo'] +_GPUNVIDIAINFO = DESCRIPTOR.message_types_by_name['GpuNvidiaInfo'] +_GPUAMDINFO = DESCRIPTOR.message_types_by_name['GpuAmdInfo'] +_TRAINIUMINFO = DESCRIPTOR.message_types_by_name['TrainiumInfo'] +_TPUINFO = DESCRIPTOR.message_types_by_name['TPUInfo'] +_METADATAREQUEST = DESCRIPTOR.message_types_by_name['MetadataRequest'] +_METADATAREQUEST_DISKENTRY = _METADATAREQUEST.nested_types_by_name['DiskEntry'] +_METADATAREQUEST_SLURMENTRY = _METADATAREQUEST.nested_types_by_name['SlurmEntry'] +_PYTHONPACKAGESREQUEST = DESCRIPTOR.message_types_by_name['PythonPackagesRequest'] +_PYTHONPACKAGESREQUEST_PYTHONPACKAGE = _PYTHONPACKAGESREQUEST.nested_types_by_name['PythonPackage'] +_JOBINPUTPATH = DESCRIPTOR.message_types_by_name['JobInputPath'] +_JOBINPUTSOURCE = DESCRIPTOR.message_types_by_name['JobInputSource'] +_JOBINPUTSOURCE_RUNCONFIGSOURCE = _JOBINPUTSOURCE.nested_types_by_name['RunConfigSource'] +_JOBINPUTSOURCE_CONFIGFILESOURCE = _JOBINPUTSOURCE.nested_types_by_name['ConfigFileSource'] +_JOBINPUTREQUEST = DESCRIPTOR.message_types_by_name['JobInputRequest'] +_SERVERFEATUREREQUEST = DESCRIPTOR.message_types_by_name['ServerFeatureRequest'] +_SERVERFEATURERESPONSE = DESCRIPTOR.message_types_by_name['ServerFeatureResponse'] +_SERVERFEATUREITEM = DESCRIPTOR.message_types_by_name['ServerFeatureItem'] +_ERRORINFO_ERRORCODE = _ERRORINFO.enum_types_by_name['ErrorCode'] +_OUTPUTRECORD_OUTPUTTYPE = _OUTPUTRECORD.enum_types_by_name['OutputType'] +_OUTPUTRAWRECORD_OUTPUTTYPE = _OUTPUTRAWRECORD.enum_types_by_name['OutputType'] +_METRICRECORD_METRICGOAL = _METRICRECORD.enum_types_by_name['MetricGoal'] +_FILESITEM_POLICYTYPE = _FILESITEM.enum_types_by_name['PolicyType'] +_FILESITEM_FILETYPE = _FILESITEM.enum_types_by_name['FileType'] +_STATSRECORD_STATSTYPE = _STATSRECORD.enum_types_by_name['StatsType'] +_DEFERREQUEST_DEFERSTATE = _DEFERREQUEST.enum_types_by_name['DeferState'] +_FILETRANSFERINFOREQUEST_TRANSFERTYPE = _FILETRANSFERINFOREQUEST.enum_types_by_name['TransferType'] +Record = _reflection.GeneratedProtocolMessageType('Record', (_message.Message,), { + 'DESCRIPTOR' : _RECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Record) + }) +_sym_db.RegisterMessage(Record) + +Control = _reflection.GeneratedProtocolMessageType('Control', (_message.Message,), { + 'DESCRIPTOR' : _CONTROL, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Control) + }) +_sym_db.RegisterMessage(Control) + +Result = _reflection.GeneratedProtocolMessageType('Result', (_message.Message,), { + 'DESCRIPTOR' : _RESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Result) + }) +_sym_db.RegisterMessage(Result) + +FinalRecord = _reflection.GeneratedProtocolMessageType('FinalRecord', (_message.Message,), { + 'DESCRIPTOR' : _FINALRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FinalRecord) + }) +_sym_db.RegisterMessage(FinalRecord) + +VersionInfo = _reflection.GeneratedProtocolMessageType('VersionInfo', (_message.Message,), { + 'DESCRIPTOR' : _VERSIONINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.VersionInfo) + }) +_sym_db.RegisterMessage(VersionInfo) + +HeaderRecord = _reflection.GeneratedProtocolMessageType('HeaderRecord', (_message.Message,), { + 'DESCRIPTOR' : _HEADERRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.HeaderRecord) + }) +_sym_db.RegisterMessage(HeaderRecord) + +FooterRecord = _reflection.GeneratedProtocolMessageType('FooterRecord', (_message.Message,), { + 'DESCRIPTOR' : _FOOTERRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FooterRecord) + }) +_sym_db.RegisterMessage(FooterRecord) + +RunRecord = _reflection.GeneratedProtocolMessageType('RunRecord', (_message.Message,), { + 'DESCRIPTOR' : _RUNRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunRecord) + }) +_sym_db.RegisterMessage(RunRecord) + +GitRepoRecord = _reflection.GeneratedProtocolMessageType('GitRepoRecord', (_message.Message,), { + 'DESCRIPTOR' : _GITREPORECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GitRepoRecord) + }) +_sym_db.RegisterMessage(GitRepoRecord) + +RunUpdateResult = _reflection.GeneratedProtocolMessageType('RunUpdateResult', (_message.Message,), { + 'DESCRIPTOR' : _RUNUPDATERESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunUpdateResult) + }) +_sym_db.RegisterMessage(RunUpdateResult) + +ErrorInfo = _reflection.GeneratedProtocolMessageType('ErrorInfo', (_message.Message,), { + 'DESCRIPTOR' : _ERRORINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ErrorInfo) + }) +_sym_db.RegisterMessage(ErrorInfo) + +RunExitRecord = _reflection.GeneratedProtocolMessageType('RunExitRecord', (_message.Message,), { + 'DESCRIPTOR' : _RUNEXITRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunExitRecord) + }) +_sym_db.RegisterMessage(RunExitRecord) + +RunExitResult = _reflection.GeneratedProtocolMessageType('RunExitResult', (_message.Message,), { + 'DESCRIPTOR' : _RUNEXITRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunExitResult) + }) +_sym_db.RegisterMessage(RunExitResult) + +RunPreemptingRecord = _reflection.GeneratedProtocolMessageType('RunPreemptingRecord', (_message.Message,), { + 'DESCRIPTOR' : _RUNPREEMPTINGRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunPreemptingRecord) + }) +_sym_db.RegisterMessage(RunPreemptingRecord) + +RunPreemptingResult = _reflection.GeneratedProtocolMessageType('RunPreemptingResult', (_message.Message,), { + 'DESCRIPTOR' : _RUNPREEMPTINGRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunPreemptingResult) + }) +_sym_db.RegisterMessage(RunPreemptingResult) + +SettingsRecord = _reflection.GeneratedProtocolMessageType('SettingsRecord', (_message.Message,), { + 'DESCRIPTOR' : _SETTINGSRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SettingsRecord) + }) +_sym_db.RegisterMessage(SettingsRecord) + +SettingsItem = _reflection.GeneratedProtocolMessageType('SettingsItem', (_message.Message,), { + 'DESCRIPTOR' : _SETTINGSITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SettingsItem) + }) +_sym_db.RegisterMessage(SettingsItem) + +HistoryStep = _reflection.GeneratedProtocolMessageType('HistoryStep', (_message.Message,), { + 'DESCRIPTOR' : _HISTORYSTEP, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.HistoryStep) + }) +_sym_db.RegisterMessage(HistoryStep) + +HistoryRecord = _reflection.GeneratedProtocolMessageType('HistoryRecord', (_message.Message,), { + 'DESCRIPTOR' : _HISTORYRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.HistoryRecord) + }) +_sym_db.RegisterMessage(HistoryRecord) + +HistoryItem = _reflection.GeneratedProtocolMessageType('HistoryItem', (_message.Message,), { + 'DESCRIPTOR' : _HISTORYITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.HistoryItem) + }) +_sym_db.RegisterMessage(HistoryItem) + +HistoryResult = _reflection.GeneratedProtocolMessageType('HistoryResult', (_message.Message,), { + 'DESCRIPTOR' : _HISTORYRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.HistoryResult) + }) +_sym_db.RegisterMessage(HistoryResult) + +OutputRecord = _reflection.GeneratedProtocolMessageType('OutputRecord', (_message.Message,), { + 'DESCRIPTOR' : _OUTPUTRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.OutputRecord) + }) +_sym_db.RegisterMessage(OutputRecord) + +OutputResult = _reflection.GeneratedProtocolMessageType('OutputResult', (_message.Message,), { + 'DESCRIPTOR' : _OUTPUTRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.OutputResult) + }) +_sym_db.RegisterMessage(OutputResult) + +OutputRawRecord = _reflection.GeneratedProtocolMessageType('OutputRawRecord', (_message.Message,), { + 'DESCRIPTOR' : _OUTPUTRAWRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.OutputRawRecord) + }) +_sym_db.RegisterMessage(OutputRawRecord) + +OutputRawResult = _reflection.GeneratedProtocolMessageType('OutputRawResult', (_message.Message,), { + 'DESCRIPTOR' : _OUTPUTRAWRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.OutputRawResult) + }) +_sym_db.RegisterMessage(OutputRawResult) + +MetricRecord = _reflection.GeneratedProtocolMessageType('MetricRecord', (_message.Message,), { + 'DESCRIPTOR' : _METRICRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MetricRecord) + }) +_sym_db.RegisterMessage(MetricRecord) + +MetricResult = _reflection.GeneratedProtocolMessageType('MetricResult', (_message.Message,), { + 'DESCRIPTOR' : _METRICRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MetricResult) + }) +_sym_db.RegisterMessage(MetricResult) + +MetricOptions = _reflection.GeneratedProtocolMessageType('MetricOptions', (_message.Message,), { + 'DESCRIPTOR' : _METRICOPTIONS, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MetricOptions) + }) +_sym_db.RegisterMessage(MetricOptions) + +MetricControl = _reflection.GeneratedProtocolMessageType('MetricControl', (_message.Message,), { + 'DESCRIPTOR' : _METRICCONTROL, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MetricControl) + }) +_sym_db.RegisterMessage(MetricControl) + +MetricSummary = _reflection.GeneratedProtocolMessageType('MetricSummary', (_message.Message,), { + 'DESCRIPTOR' : _METRICSUMMARY, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MetricSummary) + }) +_sym_db.RegisterMessage(MetricSummary) + +ConfigRecord = _reflection.GeneratedProtocolMessageType('ConfigRecord', (_message.Message,), { + 'DESCRIPTOR' : _CONFIGRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ConfigRecord) + }) +_sym_db.RegisterMessage(ConfigRecord) + +ConfigItem = _reflection.GeneratedProtocolMessageType('ConfigItem', (_message.Message,), { + 'DESCRIPTOR' : _CONFIGITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ConfigItem) + }) +_sym_db.RegisterMessage(ConfigItem) + +ConfigResult = _reflection.GeneratedProtocolMessageType('ConfigResult', (_message.Message,), { + 'DESCRIPTOR' : _CONFIGRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ConfigResult) + }) +_sym_db.RegisterMessage(ConfigResult) + +SummaryRecord = _reflection.GeneratedProtocolMessageType('SummaryRecord', (_message.Message,), { + 'DESCRIPTOR' : _SUMMARYRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SummaryRecord) + }) +_sym_db.RegisterMessage(SummaryRecord) + +SummaryItem = _reflection.GeneratedProtocolMessageType('SummaryItem', (_message.Message,), { + 'DESCRIPTOR' : _SUMMARYITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SummaryItem) + }) +_sym_db.RegisterMessage(SummaryItem) + +SummaryResult = _reflection.GeneratedProtocolMessageType('SummaryResult', (_message.Message,), { + 'DESCRIPTOR' : _SUMMARYRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SummaryResult) + }) +_sym_db.RegisterMessage(SummaryResult) + +FilesRecord = _reflection.GeneratedProtocolMessageType('FilesRecord', (_message.Message,), { + 'DESCRIPTOR' : _FILESRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FilesRecord) + }) +_sym_db.RegisterMessage(FilesRecord) + +FilesItem = _reflection.GeneratedProtocolMessageType('FilesItem', (_message.Message,), { + 'DESCRIPTOR' : _FILESITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FilesItem) + }) +_sym_db.RegisterMessage(FilesItem) + +FilesResult = _reflection.GeneratedProtocolMessageType('FilesResult', (_message.Message,), { + 'DESCRIPTOR' : _FILESRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FilesResult) + }) +_sym_db.RegisterMessage(FilesResult) + +StatsRecord = _reflection.GeneratedProtocolMessageType('StatsRecord', (_message.Message,), { + 'DESCRIPTOR' : _STATSRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.StatsRecord) + }) +_sym_db.RegisterMessage(StatsRecord) + +StatsItem = _reflection.GeneratedProtocolMessageType('StatsItem', (_message.Message,), { + 'DESCRIPTOR' : _STATSITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.StatsItem) + }) +_sym_db.RegisterMessage(StatsItem) + +ArtifactRecord = _reflection.GeneratedProtocolMessageType('ArtifactRecord', (_message.Message,), { + 'DESCRIPTOR' : _ARTIFACTRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ArtifactRecord) + }) +_sym_db.RegisterMessage(ArtifactRecord) + +ArtifactManifest = _reflection.GeneratedProtocolMessageType('ArtifactManifest', (_message.Message,), { + 'DESCRIPTOR' : _ARTIFACTMANIFEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ArtifactManifest) + }) +_sym_db.RegisterMessage(ArtifactManifest) + +ArtifactManifestEntry = _reflection.GeneratedProtocolMessageType('ArtifactManifestEntry', (_message.Message,), { + 'DESCRIPTOR' : _ARTIFACTMANIFESTENTRY, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ArtifactManifestEntry) + }) +_sym_db.RegisterMessage(ArtifactManifestEntry) + +ExtraItem = _reflection.GeneratedProtocolMessageType('ExtraItem', (_message.Message,), { + 'DESCRIPTOR' : _EXTRAITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ExtraItem) + }) +_sym_db.RegisterMessage(ExtraItem) + +StoragePolicyConfigItem = _reflection.GeneratedProtocolMessageType('StoragePolicyConfigItem', (_message.Message,), { + 'DESCRIPTOR' : _STORAGEPOLICYCONFIGITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.StoragePolicyConfigItem) + }) +_sym_db.RegisterMessage(StoragePolicyConfigItem) + +ArtifactResult = _reflection.GeneratedProtocolMessageType('ArtifactResult', (_message.Message,), { + 'DESCRIPTOR' : _ARTIFACTRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ArtifactResult) + }) +_sym_db.RegisterMessage(ArtifactResult) + +LinkArtifactResult = _reflection.GeneratedProtocolMessageType('LinkArtifactResult', (_message.Message,), { + 'DESCRIPTOR' : _LINKARTIFACTRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.LinkArtifactResult) + }) +_sym_db.RegisterMessage(LinkArtifactResult) + +LinkArtifactRequest = _reflection.GeneratedProtocolMessageType('LinkArtifactRequest', (_message.Message,), { + 'DESCRIPTOR' : _LINKARTIFACTREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.LinkArtifactRequest) + }) +_sym_db.RegisterMessage(LinkArtifactRequest) + +LinkArtifactResponse = _reflection.GeneratedProtocolMessageType('LinkArtifactResponse', (_message.Message,), { + 'DESCRIPTOR' : _LINKARTIFACTRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.LinkArtifactResponse) + }) +_sym_db.RegisterMessage(LinkArtifactResponse) + +TBRecord = _reflection.GeneratedProtocolMessageType('TBRecord', (_message.Message,), { + 'DESCRIPTOR' : _TBRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TBRecord) + }) +_sym_db.RegisterMessage(TBRecord) + +TBResult = _reflection.GeneratedProtocolMessageType('TBResult', (_message.Message,), { + 'DESCRIPTOR' : _TBRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TBResult) + }) +_sym_db.RegisterMessage(TBResult) + +AlertRecord = _reflection.GeneratedProtocolMessageType('AlertRecord', (_message.Message,), { + 'DESCRIPTOR' : _ALERTRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.AlertRecord) + }) +_sym_db.RegisterMessage(AlertRecord) + +AlertResult = _reflection.GeneratedProtocolMessageType('AlertResult', (_message.Message,), { + 'DESCRIPTOR' : _ALERTRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.AlertResult) + }) +_sym_db.RegisterMessage(AlertResult) + +Request = _reflection.GeneratedProtocolMessageType('Request', (_message.Message,), { + 'DESCRIPTOR' : _REQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Request) + }) +_sym_db.RegisterMessage(Request) + +Response = _reflection.GeneratedProtocolMessageType('Response', (_message.Message,), { + 'DESCRIPTOR' : _RESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Response) + }) +_sym_db.RegisterMessage(Response) + +DeferRequest = _reflection.GeneratedProtocolMessageType('DeferRequest', (_message.Message,), { + 'DESCRIPTOR' : _DEFERREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.DeferRequest) + }) +_sym_db.RegisterMessage(DeferRequest) + +PauseRequest = _reflection.GeneratedProtocolMessageType('PauseRequest', (_message.Message,), { + 'DESCRIPTOR' : _PAUSEREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PauseRequest) + }) +_sym_db.RegisterMessage(PauseRequest) + +PauseResponse = _reflection.GeneratedProtocolMessageType('PauseResponse', (_message.Message,), { + 'DESCRIPTOR' : _PAUSERESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PauseResponse) + }) +_sym_db.RegisterMessage(PauseResponse) + +ResumeRequest = _reflection.GeneratedProtocolMessageType('ResumeRequest', (_message.Message,), { + 'DESCRIPTOR' : _RESUMEREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ResumeRequest) + }) +_sym_db.RegisterMessage(ResumeRequest) + +ResumeResponse = _reflection.GeneratedProtocolMessageType('ResumeResponse', (_message.Message,), { + 'DESCRIPTOR' : _RESUMERESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ResumeResponse) + }) +_sym_db.RegisterMessage(ResumeResponse) + +LoginRequest = _reflection.GeneratedProtocolMessageType('LoginRequest', (_message.Message,), { + 'DESCRIPTOR' : _LOGINREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.LoginRequest) + }) +_sym_db.RegisterMessage(LoginRequest) + +LoginResponse = _reflection.GeneratedProtocolMessageType('LoginResponse', (_message.Message,), { + 'DESCRIPTOR' : _LOGINRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.LoginResponse) + }) +_sym_db.RegisterMessage(LoginResponse) + +GetSummaryRequest = _reflection.GeneratedProtocolMessageType('GetSummaryRequest', (_message.Message,), { + 'DESCRIPTOR' : _GETSUMMARYREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GetSummaryRequest) + }) +_sym_db.RegisterMessage(GetSummaryRequest) + +GetSummaryResponse = _reflection.GeneratedProtocolMessageType('GetSummaryResponse', (_message.Message,), { + 'DESCRIPTOR' : _GETSUMMARYRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GetSummaryResponse) + }) +_sym_db.RegisterMessage(GetSummaryResponse) + +GetSystemMetricsRequest = _reflection.GeneratedProtocolMessageType('GetSystemMetricsRequest', (_message.Message,), { + 'DESCRIPTOR' : _GETSYSTEMMETRICSREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GetSystemMetricsRequest) + }) +_sym_db.RegisterMessage(GetSystemMetricsRequest) + +SystemMetricSample = _reflection.GeneratedProtocolMessageType('SystemMetricSample', (_message.Message,), { + 'DESCRIPTOR' : _SYSTEMMETRICSAMPLE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SystemMetricSample) + }) +_sym_db.RegisterMessage(SystemMetricSample) + +SystemMetricsBuffer = _reflection.GeneratedProtocolMessageType('SystemMetricsBuffer', (_message.Message,), { + 'DESCRIPTOR' : _SYSTEMMETRICSBUFFER, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SystemMetricsBuffer) + }) +_sym_db.RegisterMessage(SystemMetricsBuffer) + +GetSystemMetricsResponse = _reflection.GeneratedProtocolMessageType('GetSystemMetricsResponse', (_message.Message,), { + + 'SystemMetricsEntry' : _reflection.GeneratedProtocolMessageType('SystemMetricsEntry', (_message.Message,), { + 'DESCRIPTOR' : _GETSYSTEMMETRICSRESPONSE_SYSTEMMETRICSENTRY, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GetSystemMetricsResponse.SystemMetricsEntry) + }) + , + 'DESCRIPTOR' : _GETSYSTEMMETRICSRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GetSystemMetricsResponse) + }) +_sym_db.RegisterMessage(GetSystemMetricsResponse) +_sym_db.RegisterMessage(GetSystemMetricsResponse.SystemMetricsEntry) + +GetSystemMetadataRequest = _reflection.GeneratedProtocolMessageType('GetSystemMetadataRequest', (_message.Message,), { + 'DESCRIPTOR' : _GETSYSTEMMETADATAREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GetSystemMetadataRequest) + }) +_sym_db.RegisterMessage(GetSystemMetadataRequest) + +GetSystemMetadataResponse = _reflection.GeneratedProtocolMessageType('GetSystemMetadataResponse', (_message.Message,), { + 'DESCRIPTOR' : _GETSYSTEMMETADATARESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GetSystemMetadataResponse) + }) +_sym_db.RegisterMessage(GetSystemMetadataResponse) + +StatusRequest = _reflection.GeneratedProtocolMessageType('StatusRequest', (_message.Message,), { + 'DESCRIPTOR' : _STATUSREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.StatusRequest) + }) +_sym_db.RegisterMessage(StatusRequest) + +StatusResponse = _reflection.GeneratedProtocolMessageType('StatusResponse', (_message.Message,), { + 'DESCRIPTOR' : _STATUSRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.StatusResponse) + }) +_sym_db.RegisterMessage(StatusResponse) + +StopStatusRequest = _reflection.GeneratedProtocolMessageType('StopStatusRequest', (_message.Message,), { + 'DESCRIPTOR' : _STOPSTATUSREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.StopStatusRequest) + }) +_sym_db.RegisterMessage(StopStatusRequest) + +StopStatusResponse = _reflection.GeneratedProtocolMessageType('StopStatusResponse', (_message.Message,), { + 'DESCRIPTOR' : _STOPSTATUSRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.StopStatusResponse) + }) +_sym_db.RegisterMessage(StopStatusResponse) + +NetworkStatusRequest = _reflection.GeneratedProtocolMessageType('NetworkStatusRequest', (_message.Message,), { + 'DESCRIPTOR' : _NETWORKSTATUSREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.NetworkStatusRequest) + }) +_sym_db.RegisterMessage(NetworkStatusRequest) + +NetworkStatusResponse = _reflection.GeneratedProtocolMessageType('NetworkStatusResponse', (_message.Message,), { + 'DESCRIPTOR' : _NETWORKSTATUSRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.NetworkStatusResponse) + }) +_sym_db.RegisterMessage(NetworkStatusResponse) + +HttpResponse = _reflection.GeneratedProtocolMessageType('HttpResponse', (_message.Message,), { + 'DESCRIPTOR' : _HTTPRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.HttpResponse) + }) +_sym_db.RegisterMessage(HttpResponse) + +InternalMessagesRequest = _reflection.GeneratedProtocolMessageType('InternalMessagesRequest', (_message.Message,), { + 'DESCRIPTOR' : _INTERNALMESSAGESREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.InternalMessagesRequest) + }) +_sym_db.RegisterMessage(InternalMessagesRequest) + +InternalMessagesResponse = _reflection.GeneratedProtocolMessageType('InternalMessagesResponse', (_message.Message,), { + 'DESCRIPTOR' : _INTERNALMESSAGESRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.InternalMessagesResponse) + }) +_sym_db.RegisterMessage(InternalMessagesResponse) + +InternalMessages = _reflection.GeneratedProtocolMessageType('InternalMessages', (_message.Message,), { + 'DESCRIPTOR' : _INTERNALMESSAGES, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.InternalMessages) + }) +_sym_db.RegisterMessage(InternalMessages) + +PollExitRequest = _reflection.GeneratedProtocolMessageType('PollExitRequest', (_message.Message,), { + 'DESCRIPTOR' : _POLLEXITREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PollExitRequest) + }) +_sym_db.RegisterMessage(PollExitRequest) + +PollExitResponse = _reflection.GeneratedProtocolMessageType('PollExitResponse', (_message.Message,), { + 'DESCRIPTOR' : _POLLEXITRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PollExitResponse) + }) +_sym_db.RegisterMessage(PollExitResponse) + +OperationStats = _reflection.GeneratedProtocolMessageType('OperationStats', (_message.Message,), { + 'DESCRIPTOR' : _OPERATIONSTATS, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.OperationStats) + }) +_sym_db.RegisterMessage(OperationStats) + +Operation = _reflection.GeneratedProtocolMessageType('Operation', (_message.Message,), { + 'DESCRIPTOR' : _OPERATION, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Operation) + }) +_sym_db.RegisterMessage(Operation) + +SenderMarkRequest = _reflection.GeneratedProtocolMessageType('SenderMarkRequest', (_message.Message,), { + 'DESCRIPTOR' : _SENDERMARKREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SenderMarkRequest) + }) +_sym_db.RegisterMessage(SenderMarkRequest) + +SyncFinishRequest = _reflection.GeneratedProtocolMessageType('SyncFinishRequest', (_message.Message,), { + 'DESCRIPTOR' : _SYNCFINISHREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SyncFinishRequest) + }) +_sym_db.RegisterMessage(SyncFinishRequest) + +SyncResponse = _reflection.GeneratedProtocolMessageType('SyncResponse', (_message.Message,), { + 'DESCRIPTOR' : _SYNCRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SyncResponse) + }) +_sym_db.RegisterMessage(SyncResponse) + +SenderReadRequest = _reflection.GeneratedProtocolMessageType('SenderReadRequest', (_message.Message,), { + 'DESCRIPTOR' : _SENDERREADREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SenderReadRequest) + }) +_sym_db.RegisterMessage(SenderReadRequest) + +StatusReportRequest = _reflection.GeneratedProtocolMessageType('StatusReportRequest', (_message.Message,), { + 'DESCRIPTOR' : _STATUSREPORTREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.StatusReportRequest) + }) +_sym_db.RegisterMessage(StatusReportRequest) + +SummaryRecordRequest = _reflection.GeneratedProtocolMessageType('SummaryRecordRequest', (_message.Message,), { + 'DESCRIPTOR' : _SUMMARYRECORDREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SummaryRecordRequest) + }) +_sym_db.RegisterMessage(SummaryRecordRequest) + +TelemetryRecordRequest = _reflection.GeneratedProtocolMessageType('TelemetryRecordRequest', (_message.Message,), { + 'DESCRIPTOR' : _TELEMETRYRECORDREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TelemetryRecordRequest) + }) +_sym_db.RegisterMessage(TelemetryRecordRequest) + +ServerInfoRequest = _reflection.GeneratedProtocolMessageType('ServerInfoRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFOREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInfoRequest) + }) +_sym_db.RegisterMessage(ServerInfoRequest) + +ServerInfoResponse = _reflection.GeneratedProtocolMessageType('ServerInfoResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInfoResponse) + }) +_sym_db.RegisterMessage(ServerInfoResponse) + +ServerMessages = _reflection.GeneratedProtocolMessageType('ServerMessages', (_message.Message,), { + 'DESCRIPTOR' : _SERVERMESSAGES, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerMessages) + }) +_sym_db.RegisterMessage(ServerMessages) + +ServerMessage = _reflection.GeneratedProtocolMessageType('ServerMessage', (_message.Message,), { + 'DESCRIPTOR' : _SERVERMESSAGE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerMessage) + }) +_sym_db.RegisterMessage(ServerMessage) + +FileCounts = _reflection.GeneratedProtocolMessageType('FileCounts', (_message.Message,), { + 'DESCRIPTOR' : _FILECOUNTS, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FileCounts) + }) +_sym_db.RegisterMessage(FileCounts) + +FilePusherStats = _reflection.GeneratedProtocolMessageType('FilePusherStats', (_message.Message,), { + 'DESCRIPTOR' : _FILEPUSHERSTATS, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FilePusherStats) + }) +_sym_db.RegisterMessage(FilePusherStats) + +FilesUploaded = _reflection.GeneratedProtocolMessageType('FilesUploaded', (_message.Message,), { + 'DESCRIPTOR' : _FILESUPLOADED, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FilesUploaded) + }) +_sym_db.RegisterMessage(FilesUploaded) + +FileTransferInfoRequest = _reflection.GeneratedProtocolMessageType('FileTransferInfoRequest', (_message.Message,), { + 'DESCRIPTOR' : _FILETRANSFERINFOREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.FileTransferInfoRequest) + }) +_sym_db.RegisterMessage(FileTransferInfoRequest) + +LocalInfo = _reflection.GeneratedProtocolMessageType('LocalInfo', (_message.Message,), { + 'DESCRIPTOR' : _LOCALINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.LocalInfo) + }) +_sym_db.RegisterMessage(LocalInfo) + +ShutdownRequest = _reflection.GeneratedProtocolMessageType('ShutdownRequest', (_message.Message,), { + 'DESCRIPTOR' : _SHUTDOWNREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ShutdownRequest) + }) +_sym_db.RegisterMessage(ShutdownRequest) + +ShutdownResponse = _reflection.GeneratedProtocolMessageType('ShutdownResponse', (_message.Message,), { + 'DESCRIPTOR' : _SHUTDOWNRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ShutdownResponse) + }) +_sym_db.RegisterMessage(ShutdownResponse) + +AttachRequest = _reflection.GeneratedProtocolMessageType('AttachRequest', (_message.Message,), { + 'DESCRIPTOR' : _ATTACHREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.AttachRequest) + }) +_sym_db.RegisterMessage(AttachRequest) + +AttachResponse = _reflection.GeneratedProtocolMessageType('AttachResponse', (_message.Message,), { + 'DESCRIPTOR' : _ATTACHRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.AttachResponse) + }) +_sym_db.RegisterMessage(AttachResponse) + +TestInjectRequest = _reflection.GeneratedProtocolMessageType('TestInjectRequest', (_message.Message,), { + 'DESCRIPTOR' : _TESTINJECTREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TestInjectRequest) + }) +_sym_db.RegisterMessage(TestInjectRequest) + +TestInjectResponse = _reflection.GeneratedProtocolMessageType('TestInjectResponse', (_message.Message,), { + 'DESCRIPTOR' : _TESTINJECTRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TestInjectResponse) + }) +_sym_db.RegisterMessage(TestInjectResponse) + +HistoryAction = _reflection.GeneratedProtocolMessageType('HistoryAction', (_message.Message,), { + 'DESCRIPTOR' : _HISTORYACTION, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.HistoryAction) + }) +_sym_db.RegisterMessage(HistoryAction) + +PartialHistoryRequest = _reflection.GeneratedProtocolMessageType('PartialHistoryRequest', (_message.Message,), { + 'DESCRIPTOR' : _PARTIALHISTORYREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PartialHistoryRequest) + }) +_sym_db.RegisterMessage(PartialHistoryRequest) + +PartialHistoryResponse = _reflection.GeneratedProtocolMessageType('PartialHistoryResponse', (_message.Message,), { + 'DESCRIPTOR' : _PARTIALHISTORYRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PartialHistoryResponse) + }) +_sym_db.RegisterMessage(PartialHistoryResponse) + +SampledHistoryRequest = _reflection.GeneratedProtocolMessageType('SampledHistoryRequest', (_message.Message,), { + 'DESCRIPTOR' : _SAMPLEDHISTORYREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SampledHistoryRequest) + }) +_sym_db.RegisterMessage(SampledHistoryRequest) + +SampledHistoryItem = _reflection.GeneratedProtocolMessageType('SampledHistoryItem', (_message.Message,), { + 'DESCRIPTOR' : _SAMPLEDHISTORYITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SampledHistoryItem) + }) +_sym_db.RegisterMessage(SampledHistoryItem) + +SampledHistoryResponse = _reflection.GeneratedProtocolMessageType('SampledHistoryResponse', (_message.Message,), { + 'DESCRIPTOR' : _SAMPLEDHISTORYRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.SampledHistoryResponse) + }) +_sym_db.RegisterMessage(SampledHistoryResponse) + +RunStatusRequest = _reflection.GeneratedProtocolMessageType('RunStatusRequest', (_message.Message,), { + 'DESCRIPTOR' : _RUNSTATUSREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunStatusRequest) + }) +_sym_db.RegisterMessage(RunStatusRequest) + +RunStatusResponse = _reflection.GeneratedProtocolMessageType('RunStatusResponse', (_message.Message,), { + 'DESCRIPTOR' : _RUNSTATUSRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunStatusResponse) + }) +_sym_db.RegisterMessage(RunStatusResponse) + +RunStartRequest = _reflection.GeneratedProtocolMessageType('RunStartRequest', (_message.Message,), { + 'DESCRIPTOR' : _RUNSTARTREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunStartRequest) + }) +_sym_db.RegisterMessage(RunStartRequest) + +RunStartResponse = _reflection.GeneratedProtocolMessageType('RunStartResponse', (_message.Message,), { + 'DESCRIPTOR' : _RUNSTARTRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunStartResponse) + }) +_sym_db.RegisterMessage(RunStartResponse) + +RunFinishWithoutExitRequest = _reflection.GeneratedProtocolMessageType('RunFinishWithoutExitRequest', (_message.Message,), { + 'DESCRIPTOR' : _RUNFINISHWITHOUTEXITREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunFinishWithoutExitRequest) + }) +_sym_db.RegisterMessage(RunFinishWithoutExitRequest) + +RunFinishWithoutExitResponse = _reflection.GeneratedProtocolMessageType('RunFinishWithoutExitResponse', (_message.Message,), { + 'DESCRIPTOR' : _RUNFINISHWITHOUTEXITRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunFinishWithoutExitResponse) + }) +_sym_db.RegisterMessage(RunFinishWithoutExitResponse) + +CheckVersionRequest = _reflection.GeneratedProtocolMessageType('CheckVersionRequest', (_message.Message,), { + 'DESCRIPTOR' : _CHECKVERSIONREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.CheckVersionRequest) + }) +_sym_db.RegisterMessage(CheckVersionRequest) + +CheckVersionResponse = _reflection.GeneratedProtocolMessageType('CheckVersionResponse', (_message.Message,), { + 'DESCRIPTOR' : _CHECKVERSIONRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.CheckVersionResponse) + }) +_sym_db.RegisterMessage(CheckVersionResponse) + +JobInfoRequest = _reflection.GeneratedProtocolMessageType('JobInfoRequest', (_message.Message,), { + 'DESCRIPTOR' : _JOBINFOREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.JobInfoRequest) + }) +_sym_db.RegisterMessage(JobInfoRequest) + +JobInfoResponse = _reflection.GeneratedProtocolMessageType('JobInfoResponse', (_message.Message,), { + 'DESCRIPTOR' : _JOBINFORESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.JobInfoResponse) + }) +_sym_db.RegisterMessage(JobInfoResponse) + +LogArtifactRequest = _reflection.GeneratedProtocolMessageType('LogArtifactRequest', (_message.Message,), { + 'DESCRIPTOR' : _LOGARTIFACTREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.LogArtifactRequest) + }) +_sym_db.RegisterMessage(LogArtifactRequest) + +LogArtifactResponse = _reflection.GeneratedProtocolMessageType('LogArtifactResponse', (_message.Message,), { + 'DESCRIPTOR' : _LOGARTIFACTRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.LogArtifactResponse) + }) +_sym_db.RegisterMessage(LogArtifactResponse) + +DownloadArtifactRequest = _reflection.GeneratedProtocolMessageType('DownloadArtifactRequest', (_message.Message,), { + 'DESCRIPTOR' : _DOWNLOADARTIFACTREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.DownloadArtifactRequest) + }) +_sym_db.RegisterMessage(DownloadArtifactRequest) + +DownloadArtifactResponse = _reflection.GeneratedProtocolMessageType('DownloadArtifactResponse', (_message.Message,), { + 'DESCRIPTOR' : _DOWNLOADARTIFACTRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.DownloadArtifactResponse) + }) +_sym_db.RegisterMessage(DownloadArtifactResponse) + +KeepaliveRequest = _reflection.GeneratedProtocolMessageType('KeepaliveRequest', (_message.Message,), { + 'DESCRIPTOR' : _KEEPALIVEREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.KeepaliveRequest) + }) +_sym_db.RegisterMessage(KeepaliveRequest) + +KeepaliveResponse = _reflection.GeneratedProtocolMessageType('KeepaliveResponse', (_message.Message,), { + 'DESCRIPTOR' : _KEEPALIVERESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.KeepaliveResponse) + }) +_sym_db.RegisterMessage(KeepaliveResponse) + +ArtifactInfo = _reflection.GeneratedProtocolMessageType('ArtifactInfo', (_message.Message,), { + 'DESCRIPTOR' : _ARTIFACTINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ArtifactInfo) + }) +_sym_db.RegisterMessage(ArtifactInfo) + +GitInfo = _reflection.GeneratedProtocolMessageType('GitInfo', (_message.Message,), { + 'DESCRIPTOR' : _GITINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GitInfo) + }) +_sym_db.RegisterMessage(GitInfo) + +GitSource = _reflection.GeneratedProtocolMessageType('GitSource', (_message.Message,), { + 'DESCRIPTOR' : _GITSOURCE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GitSource) + }) +_sym_db.RegisterMessage(GitSource) + +ImageSource = _reflection.GeneratedProtocolMessageType('ImageSource', (_message.Message,), { + 'DESCRIPTOR' : _IMAGESOURCE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ImageSource) + }) +_sym_db.RegisterMessage(ImageSource) + +Source = _reflection.GeneratedProtocolMessageType('Source', (_message.Message,), { + 'DESCRIPTOR' : _SOURCE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Source) + }) +_sym_db.RegisterMessage(Source) + +JobSource = _reflection.GeneratedProtocolMessageType('JobSource', (_message.Message,), { + 'DESCRIPTOR' : _JOBSOURCE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.JobSource) + }) +_sym_db.RegisterMessage(JobSource) + +PartialJobArtifact = _reflection.GeneratedProtocolMessageType('PartialJobArtifact', (_message.Message,), { + 'DESCRIPTOR' : _PARTIALJOBARTIFACT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PartialJobArtifact) + }) +_sym_db.RegisterMessage(PartialJobArtifact) + +UseArtifactRecord = _reflection.GeneratedProtocolMessageType('UseArtifactRecord', (_message.Message,), { + 'DESCRIPTOR' : _USEARTIFACTRECORD, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.UseArtifactRecord) + }) +_sym_db.RegisterMessage(UseArtifactRecord) + +UseArtifactResult = _reflection.GeneratedProtocolMessageType('UseArtifactResult', (_message.Message,), { + 'DESCRIPTOR' : _USEARTIFACTRESULT, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.UseArtifactResult) + }) +_sym_db.RegisterMessage(UseArtifactResult) + +CancelRequest = _reflection.GeneratedProtocolMessageType('CancelRequest', (_message.Message,), { + 'DESCRIPTOR' : _CANCELREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.CancelRequest) + }) +_sym_db.RegisterMessage(CancelRequest) + +CancelResponse = _reflection.GeneratedProtocolMessageType('CancelResponse', (_message.Message,), { + 'DESCRIPTOR' : _CANCELRESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.CancelResponse) + }) +_sym_db.RegisterMessage(CancelResponse) + +DiskInfo = _reflection.GeneratedProtocolMessageType('DiskInfo', (_message.Message,), { + 'DESCRIPTOR' : _DISKINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.DiskInfo) + }) +_sym_db.RegisterMessage(DiskInfo) + +MemoryInfo = _reflection.GeneratedProtocolMessageType('MemoryInfo', (_message.Message,), { + 'DESCRIPTOR' : _MEMORYINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MemoryInfo) + }) +_sym_db.RegisterMessage(MemoryInfo) + +CpuInfo = _reflection.GeneratedProtocolMessageType('CpuInfo', (_message.Message,), { + 'DESCRIPTOR' : _CPUINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.CpuInfo) + }) +_sym_db.RegisterMessage(CpuInfo) + +AppleInfo = _reflection.GeneratedProtocolMessageType('AppleInfo', (_message.Message,), { + 'DESCRIPTOR' : _APPLEINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.AppleInfo) + }) +_sym_db.RegisterMessage(AppleInfo) + +GpuNvidiaInfo = _reflection.GeneratedProtocolMessageType('GpuNvidiaInfo', (_message.Message,), { + 'DESCRIPTOR' : _GPUNVIDIAINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GpuNvidiaInfo) + }) +_sym_db.RegisterMessage(GpuNvidiaInfo) + +GpuAmdInfo = _reflection.GeneratedProtocolMessageType('GpuAmdInfo', (_message.Message,), { + 'DESCRIPTOR' : _GPUAMDINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.GpuAmdInfo) + }) +_sym_db.RegisterMessage(GpuAmdInfo) + +TrainiumInfo = _reflection.GeneratedProtocolMessageType('TrainiumInfo', (_message.Message,), { + 'DESCRIPTOR' : _TRAINIUMINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TrainiumInfo) + }) +_sym_db.RegisterMessage(TrainiumInfo) + +TPUInfo = _reflection.GeneratedProtocolMessageType('TPUInfo', (_message.Message,), { + 'DESCRIPTOR' : _TPUINFO, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TPUInfo) + }) +_sym_db.RegisterMessage(TPUInfo) + +MetadataRequest = _reflection.GeneratedProtocolMessageType('MetadataRequest', (_message.Message,), { + + 'DiskEntry' : _reflection.GeneratedProtocolMessageType('DiskEntry', (_message.Message,), { + 'DESCRIPTOR' : _METADATAREQUEST_DISKENTRY, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MetadataRequest.DiskEntry) + }) + , + + 'SlurmEntry' : _reflection.GeneratedProtocolMessageType('SlurmEntry', (_message.Message,), { + 'DESCRIPTOR' : _METADATAREQUEST_SLURMENTRY, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MetadataRequest.SlurmEntry) + }) + , + 'DESCRIPTOR' : _METADATAREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MetadataRequest) + }) +_sym_db.RegisterMessage(MetadataRequest) +_sym_db.RegisterMessage(MetadataRequest.DiskEntry) +_sym_db.RegisterMessage(MetadataRequest.SlurmEntry) + +PythonPackagesRequest = _reflection.GeneratedProtocolMessageType('PythonPackagesRequest', (_message.Message,), { + + 'PythonPackage' : _reflection.GeneratedProtocolMessageType('PythonPackage', (_message.Message,), { + 'DESCRIPTOR' : _PYTHONPACKAGESREQUEST_PYTHONPACKAGE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PythonPackagesRequest.PythonPackage) + }) + , + 'DESCRIPTOR' : _PYTHONPACKAGESREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.PythonPackagesRequest) + }) +_sym_db.RegisterMessage(PythonPackagesRequest) +_sym_db.RegisterMessage(PythonPackagesRequest.PythonPackage) + +JobInputPath = _reflection.GeneratedProtocolMessageType('JobInputPath', (_message.Message,), { + 'DESCRIPTOR' : _JOBINPUTPATH, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.JobInputPath) + }) +_sym_db.RegisterMessage(JobInputPath) + +JobInputSource = _reflection.GeneratedProtocolMessageType('JobInputSource', (_message.Message,), { + + 'RunConfigSource' : _reflection.GeneratedProtocolMessageType('RunConfigSource', (_message.Message,), { + 'DESCRIPTOR' : _JOBINPUTSOURCE_RUNCONFIGSOURCE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.JobInputSource.RunConfigSource) + }) + , + + 'ConfigFileSource' : _reflection.GeneratedProtocolMessageType('ConfigFileSource', (_message.Message,), { + 'DESCRIPTOR' : _JOBINPUTSOURCE_CONFIGFILESOURCE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.JobInputSource.ConfigFileSource) + }) + , + 'DESCRIPTOR' : _JOBINPUTSOURCE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.JobInputSource) + }) +_sym_db.RegisterMessage(JobInputSource) +_sym_db.RegisterMessage(JobInputSource.RunConfigSource) +_sym_db.RegisterMessage(JobInputSource.ConfigFileSource) + +JobInputRequest = _reflection.GeneratedProtocolMessageType('JobInputRequest', (_message.Message,), { + 'DESCRIPTOR' : _JOBINPUTREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.JobInputRequest) + }) +_sym_db.RegisterMessage(JobInputRequest) + +ServerFeatureRequest = _reflection.GeneratedProtocolMessageType('ServerFeatureRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERFEATUREREQUEST, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerFeatureRequest) + }) +_sym_db.RegisterMessage(ServerFeatureRequest) + +ServerFeatureResponse = _reflection.GeneratedProtocolMessageType('ServerFeatureResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERFEATURERESPONSE, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerFeatureResponse) + }) +_sym_db.RegisterMessage(ServerFeatureResponse) + +ServerFeatureItem = _reflection.GeneratedProtocolMessageType('ServerFeatureItem', (_message.Message,), { + 'DESCRIPTOR' : _SERVERFEATUREITEM, + '__module__' : 'wandb.proto.wandb_internal_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerFeatureItem) + }) +_sym_db.RegisterMessage(ServerFeatureItem) + +if _descriptor._USE_C_DESCRIPTORS == False: + + DESCRIPTOR._options = None + DESCRIPTOR._serialized_options = b'Z\031core/pkg/service_go_proto' + _GETSYSTEMMETRICSRESPONSE_SYSTEMMETRICSENTRY._options = None + _GETSYSTEMMETRICSRESPONSE_SYSTEMMETRICSENTRY._serialized_options = b'8\001' + _METADATAREQUEST_DISKENTRY._options = None + _METADATAREQUEST_DISKENTRY._serialized_options = b'8\001' + _METADATAREQUEST_SLURMENTRY._options = None + _METADATAREQUEST_SLURMENTRY._serialized_options = b'8\001' + _SERVERFEATURE._serialized_start=21995 + _SERVERFEATURE._serialized_end=22066 + _RECORD._serialized_start=180 + _RECORD._serialized_end=1353 + _CONTROL._serialized_start=1356 + _CONTROL._serialized_end=1524 + _RESULT._serialized_start=1527 + _RESULT._serialized_end=2026 + _FINALRECORD._serialized_start=2028 + _FINALRECORD._serialized_end=2086 + _VERSIONINFO._serialized_start=2088 + _VERSIONINFO._serialized_end=2186 + _HEADERRECORD._serialized_start=2188 + _HEADERRECORD._serialized_end=2298 + _FOOTERRECORD._serialized_start=2300 + _FOOTERRECORD._serialized_end=2359 + _RUNRECORD._serialized_start=2362 + _RUNRECORD._serialized_end=2968 + _GITREPORECORD._serialized_start=2970 + _GITREPORECORD._serialized_end=3029 + _RUNUPDATERESULT._serialized_start=3031 + _RUNUPDATERESULT._serialized_end=3130 + _ERRORINFO._serialized_start=3133 + _ERRORINFO._serialized_end=3305 + _ERRORINFO_ERRORCODE._serialized_start=3214 + _ERRORINFO_ERRORCODE._serialized_end=3305 + _RUNEXITRECORD._serialized_start=3307 + _RUNEXITRECORD._serialized_end=3403 + _RUNEXITRESULT._serialized_start=3405 + _RUNEXITRESULT._serialized_end=3420 + _RUNPREEMPTINGRECORD._serialized_start=3422 + _RUNPREEMPTINGRECORD._serialized_end=3488 + _RUNPREEMPTINGRESULT._serialized_start=3490 + _RUNPREEMPTINGRESULT._serialized_end=3511 + _SETTINGSRECORD._serialized_start=3513 + 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_GETSYSTEMMETRICSRESPONSE_SYSTEMMETRICSENTRY._serialized_start=12975 + _GETSYSTEMMETRICSRESPONSE_SYSTEMMETRICSENTRY._serialized_end=13064 + _GETSYSTEMMETADATAREQUEST._serialized_start=13066 + _GETSYSTEMMETADATAREQUEST._serialized_end=13138 + _GETSYSTEMMETADATARESPONSE._serialized_start=13140 + _GETSYSTEMMETADATARESPONSE._serialized_end=13218 + _STATUSREQUEST._serialized_start=13220 + _STATUSREQUEST._serialized_end=13281 + _STATUSRESPONSE._serialized_start=13283 + _STATUSRESPONSE._serialized_end=13324 + _STOPSTATUSREQUEST._serialized_start=13326 + _STOPSTATUSREQUEST._serialized_end=13391 + _STOPSTATUSRESPONSE._serialized_start=13393 + _STOPSTATUSRESPONSE._serialized_end=13438 + _NETWORKSTATUSREQUEST._serialized_start=13440 + _NETWORKSTATUSREQUEST._serialized_end=13508 + _NETWORKSTATUSRESPONSE._serialized_start=13510 + _NETWORKSTATUSRESPONSE._serialized_end=13590 + _HTTPRESPONSE._serialized_start=13592 + _HTTPRESPONSE._serialized_end=13660 + _INTERNALMESSAGESREQUEST._serialized_start=13662 + _INTERNALMESSAGESREQUEST._serialized_end=13733 + _INTERNALMESSAGESRESPONSE._serialized_start=13735 + _INTERNALMESSAGESRESPONSE._serialized_end=13813 + _INTERNALMESSAGES._serialized_start=13815 + _INTERNALMESSAGES._serialized_end=13850 + _POLLEXITREQUEST._serialized_start=13852 + _POLLEXITREQUEST._serialized_end=13915 + _POLLEXITRESPONSE._serialized_start=13918 + _POLLEXITRESPONSE._serialized_end=14163 + _OPERATIONSTATS._serialized_start=14165 + _OPERATIONSTATS._serialized_end=14254 + _OPERATION._serialized_start=14257 + _OPERATION._serialized_end=14392 + _SENDERMARKREQUEST._serialized_start=14394 + _SENDERMARKREQUEST._serialized_end=14413 + _SYNCFINISHREQUEST._serialized_start=14415 + _SYNCFINISHREQUEST._serialized_end=14434 + _SYNCRESPONSE._serialized_start=14436 + _SYNCRESPONSE._serialized_end=14505 + _SENDERREADREQUEST._serialized_start=14507 + _SENDERREADREQUEST._serialized_end=14570 + _STATUSREPORTREQUEST._serialized_start=14572 + 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_SAMPLEDHISTORYREQUEST._serialized_end=16675 + _SAMPLEDHISTORYITEM._serialized_start=16677 + _SAMPLEDHISTORYITEM._serialized_end=16772 + _SAMPLEDHISTORYRESPONSE._serialized_start=16774 + _SAMPLEDHISTORYRESPONSE._serialized_end=16848 + _RUNSTATUSREQUEST._serialized_start=16850 + _RUNSTATUSREQUEST._serialized_end=16914 + _RUNSTATUSRESPONSE._serialized_start=16916 + _RUNSTATUSRESPONSE._serialized_end=17036 + _RUNSTARTREQUEST._serialized_start=17038 + _RUNSTARTREQUEST._serialized_end=17141 + _RUNSTARTRESPONSE._serialized_start=17143 + _RUNSTARTRESPONSE._serialized_end=17161 + _RUNFINISHWITHOUTEXITREQUEST._serialized_start=17163 + _RUNFINISHWITHOUTEXITREQUEST._serialized_end=17238 + _RUNFINISHWITHOUTEXITRESPONSE._serialized_start=17240 + _RUNFINISHWITHOUTEXITRESPONSE._serialized_end=17270 + _CHECKVERSIONREQUEST._serialized_start=17272 + _CHECKVERSIONREQUEST._serialized_end=17364 + _CHECKVERSIONRESPONSE._serialized_start=17366 + _CHECKVERSIONRESPONSE._serialized_end=17459 + _JOBINFOREQUEST._serialized_start=17461 + _JOBINFOREQUEST._serialized_end=17523 + _JOBINFORESPONSE._serialized_start=17525 + _JOBINFORESPONSE._serialized_end=17579 + _LOGARTIFACTREQUEST._serialized_start=17582 + _LOGARTIFACTREQUEST._serialized_end=17741 + _LOGARTIFACTRESPONSE._serialized_start=17743 + _LOGARTIFACTRESPONSE._serialized_end=17808 + _DOWNLOADARTIFACTREQUEST._serialized_start=17811 + _DOWNLOADARTIFACTREQUEST._serialized_end=18001 + _DOWNLOADARTIFACTRESPONSE._serialized_start=18003 + _DOWNLOADARTIFACTRESPONSE._serialized_end=18052 + _KEEPALIVEREQUEST._serialized_start=18054 + _KEEPALIVEREQUEST._serialized_end=18118 + _KEEPALIVERESPONSE._serialized_start=18120 + _KEEPALIVERESPONSE._serialized_end=18139 + _ARTIFACTINFO._serialized_start=18141 + _ARTIFACTINFO._serialized_end=18254 + _GITINFO._serialized_start=18256 + _GITINFO._serialized_end=18297 + _GITSOURCE._serialized_start=18300 + _GITSOURCE._serialized_end=18435 + _IMAGESOURCE._serialized_start=18437 + _IMAGESOURCE._serialized_end=18465 + _SOURCE._serialized_start=18468 + _SOURCE._serialized_end=18608 + _JOBSOURCE._serialized_start=18610 + _JOBSOURCE._serialized_end=18717 + _PARTIALJOBARTIFACT._serialized_start=18719 + _PARTIALJOBARTIFACT._serialized_end=18805 + _USEARTIFACTRECORD._serialized_start=18808 + _USEARTIFACTRECORD._serialized_end=18965 + _USEARTIFACTRESULT._serialized_start=18967 + _USEARTIFACTRESULT._serialized_end=18986 + _CANCELREQUEST._serialized_start=18988 + _CANCELREQUEST._serialized_end=19070 + _CANCELRESPONSE._serialized_start=19072 + _CANCELRESPONSE._serialized_end=19088 + _DISKINFO._serialized_start=19090 + _DISKINFO._serialized_end=19129 + _MEMORYINFO._serialized_start=19131 + _MEMORYINFO._serialized_end=19158 + _CPUINFO._serialized_start=19160 + _CPUINFO._serialized_end=19207 + _APPLEINFO._serialized_start=19210 + _APPLEINFO._serialized_end=19364 + _GPUNVIDIAINFO._serialized_start=19366 + _GPUNVIDIAINFO._serialized_end=19459 + _GPUAMDINFO._serialized_start=19462 + _GPUAMDINFO._serialized_end=19727 + _TRAINIUMINFO._serialized_start=19729 + _TRAINIUMINFO._serialized_end=19839 + _TPUINFO._serialized_start=19841 + _TPUINFO._serialized_end=19922 + _METADATAREQUEST._serialized_start=19925 + _METADATAREQUEST._serialized_end=21153 + _METADATAREQUEST_DISKENTRY._serialized_start=21019 + _METADATAREQUEST_DISKENTRY._serialized_end=21088 + _METADATAREQUEST_SLURMENTRY._serialized_start=21090 + _METADATAREQUEST_SLURMENTRY._serialized_end=21134 + _PYTHONPACKAGESREQUEST._serialized_start=21156 + _PYTHONPACKAGESREQUEST._serialized_end=21297 + _PYTHONPACKAGESREQUEST_PYTHONPACKAGE._serialized_start=21251 + _PYTHONPACKAGESREQUEST_PYTHONPACKAGE._serialized_end=21297 + _JOBINPUTPATH._serialized_start=21299 + _JOBINPUTPATH._serialized_end=21327 + _JOBINPUTSOURCE._serialized_start=21330 + _JOBINPUTSOURCE._serialized_end=21544 + _JOBINPUTSOURCE_RUNCONFIGSOURCE._serialized_start=21483 + _JOBINPUTSOURCE_RUNCONFIGSOURCE._serialized_end=21500 + _JOBINPUTSOURCE_CONFIGFILESOURCE._serialized_start=21502 + _JOBINPUTSOURCE_CONFIGFILESOURCE._serialized_end=21534 + _JOBINPUTREQUEST._serialized_start=21547 + _JOBINPUTREQUEST._serialized_end=21746 + _SERVERFEATUREREQUEST._serialized_start=21748 + _SERVERFEATUREREQUEST._serialized_end=21864 + _SERVERFEATURERESPONSE._serialized_start=21866 + _SERVERFEATURERESPONSE._serialized_end=21941 + _SERVERFEATUREITEM._serialized_start=21943 + _SERVERFEATUREITEM._serialized_end=21993 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_server_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_server_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..decafb9cc37ccf710e8707fcf91579be0573f75e --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_server_pb2.py @@ -0,0 +1,228 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_server.proto +"""Generated protocol buffer code.""" +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from wandb.proto import wandb_base_pb2 as wandb_dot_proto_dot_wandb__base__pb2 +from wandb.proto import wandb_internal_pb2 as wandb_dot_proto_dot_wandb__internal__pb2 +from wandb.proto import wandb_settings_pb2 as wandb_dot_proto_dot_wandb__settings__pb2 + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1ewandb/proto/wandb_server.proto\x12\x0ewandb_internal\x1a\x1cwandb/proto/wandb_base.proto\x1a wandb/proto/wandb_internal.proto\x1a wandb/proto/wandb_settings.proto\"k\n\x19ServerAuthenticateRequest\x12\x0f\n\x07\x61pi_key\x18\x01 \x01(\t\x12\x10\n\x08\x62\x61se_url\x18\x02 \x01(\t\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"w\n\x1aServerAuthenticateResponse\x12\x16\n\x0e\x64\x65\x66\x61ult_entity\x18\x01 \x01(\t\x12\x14\n\x0c\x65rror_status\x18\x02 \x01(\t\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"D\n\x15ServerShutdownRequest\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x18\n\x16ServerShutdownResponse\"B\n\x13ServerStatusRequest\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x16\n\x14ServerStatusResponse\"r\n\x17ServerInformInitRequest\x12*\n\x08settings\x18\x01 \x01(\x0b\x32\x18.wandb_internal.Settings\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1a\n\x18ServerInformInitResponse\"s\n\x18ServerInformStartRequest\x12*\n\x08settings\x18\x01 \x01(\x0b\x32\x18.wandb_internal.Settings\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1b\n\x19ServerInformStartResponse\"H\n\x19ServerInformFinishRequest\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1c\n\x1aServerInformFinishResponse\"H\n\x19ServerInformAttachRequest\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"u\n\x1aServerInformAttachResponse\x12*\n\x08settings\x18\x01 \x01(\x0b\x32\x18.wandb_internal.Settings\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"H\n\x19ServerInformDetachRequest\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1c\n\x1aServerInformDetachResponse\"]\n\x1bServerInformTeardownRequest\x12\x11\n\texit_code\x18\x01 \x01(\x05\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1e\n\x1cServerInformTeardownResponse\"\xe7\x04\n\rServerRequest\x12\x30\n\x0erecord_publish\x18\x01 \x01(\x0b\x32\x16.wandb_internal.RecordH\x00\x12\x34\n\x12record_communicate\x18\x02 \x01(\x0b\x32\x16.wandb_internal.RecordH\x00\x12>\n\x0binform_init\x18\x03 \x01(\x0b\x32\'.wandb_internal.ServerInformInitRequestH\x00\x12\x42\n\rinform_finish\x18\x04 \x01(\x0b\x32).wandb_internal.ServerInformFinishRequestH\x00\x12\x42\n\rinform_attach\x18\x05 \x01(\x0b\x32).wandb_internal.ServerInformAttachRequestH\x00\x12\x42\n\rinform_detach\x18\x06 \x01(\x0b\x32).wandb_internal.ServerInformDetachRequestH\x00\x12\x46\n\x0finform_teardown\x18\x07 \x01(\x0b\x32+.wandb_internal.ServerInformTeardownRequestH\x00\x12@\n\x0cinform_start\x18\x08 \x01(\x0b\x32(.wandb_internal.ServerInformStartRequestH\x00\x12\x41\n\x0c\x61uthenticate\x18\t \x01(\x0b\x32).wandb_internal.ServerAuthenticateRequestH\x00\x42\x15\n\x13server_request_type\"\xfd\x04\n\x0eServerResponse\x12\x34\n\x12result_communicate\x18\x02 \x01(\x0b\x32\x16.wandb_internal.ResultH\x00\x12H\n\x14inform_init_response\x18\x03 \x01(\x0b\x32(.wandb_internal.ServerInformInitResponseH\x00\x12L\n\x16inform_finish_response\x18\x04 \x01(\x0b\x32*.wandb_internal.ServerInformFinishResponseH\x00\x12L\n\x16inform_attach_response\x18\x05 \x01(\x0b\x32*.wandb_internal.ServerInformAttachResponseH\x00\x12L\n\x16inform_detach_response\x18\x06 \x01(\x0b\x32*.wandb_internal.ServerInformDetachResponseH\x00\x12P\n\x18inform_teardown_response\x18\x07 \x01(\x0b\x32,.wandb_internal.ServerInformTeardownResponseH\x00\x12J\n\x15inform_start_response\x18\x08 \x01(\x0b\x32).wandb_internal.ServerInformStartResponseH\x00\x12K\n\x15\x61uthenticate_response\x18\t \x01(\x0b\x32*.wandb_internal.ServerAuthenticateResponseH\x00\x42\x16\n\x14server_response_typeB\x1bZ\x19\x63ore/pkg/service_go_protob\x06proto3') + + + +_SERVERAUTHENTICATEREQUEST = DESCRIPTOR.message_types_by_name['ServerAuthenticateRequest'] +_SERVERAUTHENTICATERESPONSE = DESCRIPTOR.message_types_by_name['ServerAuthenticateResponse'] +_SERVERSHUTDOWNREQUEST = DESCRIPTOR.message_types_by_name['ServerShutdownRequest'] +_SERVERSHUTDOWNRESPONSE = DESCRIPTOR.message_types_by_name['ServerShutdownResponse'] +_SERVERSTATUSREQUEST = DESCRIPTOR.message_types_by_name['ServerStatusRequest'] +_SERVERSTATUSRESPONSE = DESCRIPTOR.message_types_by_name['ServerStatusResponse'] +_SERVERINFORMINITREQUEST = DESCRIPTOR.message_types_by_name['ServerInformInitRequest'] +_SERVERINFORMINITRESPONSE = DESCRIPTOR.message_types_by_name['ServerInformInitResponse'] +_SERVERINFORMSTARTREQUEST = DESCRIPTOR.message_types_by_name['ServerInformStartRequest'] +_SERVERINFORMSTARTRESPONSE = DESCRIPTOR.message_types_by_name['ServerInformStartResponse'] +_SERVERINFORMFINISHREQUEST = DESCRIPTOR.message_types_by_name['ServerInformFinishRequest'] +_SERVERINFORMFINISHRESPONSE = DESCRIPTOR.message_types_by_name['ServerInformFinishResponse'] +_SERVERINFORMATTACHREQUEST = DESCRIPTOR.message_types_by_name['ServerInformAttachRequest'] +_SERVERINFORMATTACHRESPONSE = DESCRIPTOR.message_types_by_name['ServerInformAttachResponse'] +_SERVERINFORMDETACHREQUEST = DESCRIPTOR.message_types_by_name['ServerInformDetachRequest'] +_SERVERINFORMDETACHRESPONSE = DESCRIPTOR.message_types_by_name['ServerInformDetachResponse'] +_SERVERINFORMTEARDOWNREQUEST = DESCRIPTOR.message_types_by_name['ServerInformTeardownRequest'] +_SERVERINFORMTEARDOWNRESPONSE = DESCRIPTOR.message_types_by_name['ServerInformTeardownResponse'] +_SERVERREQUEST = DESCRIPTOR.message_types_by_name['ServerRequest'] +_SERVERRESPONSE = DESCRIPTOR.message_types_by_name['ServerResponse'] +ServerAuthenticateRequest = _reflection.GeneratedProtocolMessageType('ServerAuthenticateRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERAUTHENTICATEREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerAuthenticateRequest) + }) +_sym_db.RegisterMessage(ServerAuthenticateRequest) + +ServerAuthenticateResponse = _reflection.GeneratedProtocolMessageType('ServerAuthenticateResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERAUTHENTICATERESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerAuthenticateResponse) + }) +_sym_db.RegisterMessage(ServerAuthenticateResponse) + +ServerShutdownRequest = _reflection.GeneratedProtocolMessageType('ServerShutdownRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERSHUTDOWNREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerShutdownRequest) + }) +_sym_db.RegisterMessage(ServerShutdownRequest) + +ServerShutdownResponse = _reflection.GeneratedProtocolMessageType('ServerShutdownResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERSHUTDOWNRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerShutdownResponse) + }) +_sym_db.RegisterMessage(ServerShutdownResponse) + +ServerStatusRequest = _reflection.GeneratedProtocolMessageType('ServerStatusRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERSTATUSREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerStatusRequest) + }) +_sym_db.RegisterMessage(ServerStatusRequest) + +ServerStatusResponse = _reflection.GeneratedProtocolMessageType('ServerStatusResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERSTATUSRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerStatusResponse) + }) +_sym_db.RegisterMessage(ServerStatusResponse) + +ServerInformInitRequest = _reflection.GeneratedProtocolMessageType('ServerInformInitRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMINITREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformInitRequest) + }) +_sym_db.RegisterMessage(ServerInformInitRequest) + +ServerInformInitResponse = _reflection.GeneratedProtocolMessageType('ServerInformInitResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMINITRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformInitResponse) + }) +_sym_db.RegisterMessage(ServerInformInitResponse) + +ServerInformStartRequest = _reflection.GeneratedProtocolMessageType('ServerInformStartRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMSTARTREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformStartRequest) + }) +_sym_db.RegisterMessage(ServerInformStartRequest) + +ServerInformStartResponse = _reflection.GeneratedProtocolMessageType('ServerInformStartResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMSTARTRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformStartResponse) + }) +_sym_db.RegisterMessage(ServerInformStartResponse) + +ServerInformFinishRequest = _reflection.GeneratedProtocolMessageType('ServerInformFinishRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMFINISHREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformFinishRequest) + }) +_sym_db.RegisterMessage(ServerInformFinishRequest) + +ServerInformFinishResponse = _reflection.GeneratedProtocolMessageType('ServerInformFinishResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMFINISHRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformFinishResponse) + }) +_sym_db.RegisterMessage(ServerInformFinishResponse) + +ServerInformAttachRequest = _reflection.GeneratedProtocolMessageType('ServerInformAttachRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMATTACHREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformAttachRequest) + }) +_sym_db.RegisterMessage(ServerInformAttachRequest) + +ServerInformAttachResponse = _reflection.GeneratedProtocolMessageType('ServerInformAttachResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMATTACHRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformAttachResponse) + }) +_sym_db.RegisterMessage(ServerInformAttachResponse) + +ServerInformDetachRequest = _reflection.GeneratedProtocolMessageType('ServerInformDetachRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMDETACHREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformDetachRequest) + }) +_sym_db.RegisterMessage(ServerInformDetachRequest) + +ServerInformDetachResponse = _reflection.GeneratedProtocolMessageType('ServerInformDetachResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMDETACHRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformDetachResponse) + }) +_sym_db.RegisterMessage(ServerInformDetachResponse) + +ServerInformTeardownRequest = _reflection.GeneratedProtocolMessageType('ServerInformTeardownRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMTEARDOWNREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformTeardownRequest) + }) +_sym_db.RegisterMessage(ServerInformTeardownRequest) + +ServerInformTeardownResponse = _reflection.GeneratedProtocolMessageType('ServerInformTeardownResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERINFORMTEARDOWNRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerInformTeardownResponse) + }) +_sym_db.RegisterMessage(ServerInformTeardownResponse) + +ServerRequest = _reflection.GeneratedProtocolMessageType('ServerRequest', (_message.Message,), { + 'DESCRIPTOR' : _SERVERREQUEST, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerRequest) + }) +_sym_db.RegisterMessage(ServerRequest) + +ServerResponse = _reflection.GeneratedProtocolMessageType('ServerResponse', (_message.Message,), { + 'DESCRIPTOR' : _SERVERRESPONSE, + '__module__' : 'wandb.proto.wandb_server_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ServerResponse) + }) +_sym_db.RegisterMessage(ServerResponse) + +if _descriptor._USE_C_DESCRIPTORS == False: + + DESCRIPTOR._options = None + DESCRIPTOR._serialized_options = b'Z\031core/pkg/service_go_proto' + _SERVERAUTHENTICATEREQUEST._serialized_start=148 + _SERVERAUTHENTICATEREQUEST._serialized_end=255 + _SERVERAUTHENTICATERESPONSE._serialized_start=257 + _SERVERAUTHENTICATERESPONSE._serialized_end=376 + _SERVERSHUTDOWNREQUEST._serialized_start=378 + _SERVERSHUTDOWNREQUEST._serialized_end=446 + _SERVERSHUTDOWNRESPONSE._serialized_start=448 + _SERVERSHUTDOWNRESPONSE._serialized_end=472 + _SERVERSTATUSREQUEST._serialized_start=474 + _SERVERSTATUSREQUEST._serialized_end=540 + _SERVERSTATUSRESPONSE._serialized_start=542 + _SERVERSTATUSRESPONSE._serialized_end=564 + _SERVERINFORMINITREQUEST._serialized_start=566 + _SERVERINFORMINITREQUEST._serialized_end=680 + _SERVERINFORMINITRESPONSE._serialized_start=682 + _SERVERINFORMINITRESPONSE._serialized_end=708 + _SERVERINFORMSTARTREQUEST._serialized_start=710 + _SERVERINFORMSTARTREQUEST._serialized_end=825 + _SERVERINFORMSTARTRESPONSE._serialized_start=827 + _SERVERINFORMSTARTRESPONSE._serialized_end=854 + _SERVERINFORMFINISHREQUEST._serialized_start=856 + _SERVERINFORMFINISHREQUEST._serialized_end=928 + _SERVERINFORMFINISHRESPONSE._serialized_start=930 + _SERVERINFORMFINISHRESPONSE._serialized_end=958 + _SERVERINFORMATTACHREQUEST._serialized_start=960 + _SERVERINFORMATTACHREQUEST._serialized_end=1032 + _SERVERINFORMATTACHRESPONSE._serialized_start=1034 + _SERVERINFORMATTACHRESPONSE._serialized_end=1151 + _SERVERINFORMDETACHREQUEST._serialized_start=1153 + _SERVERINFORMDETACHREQUEST._serialized_end=1225 + _SERVERINFORMDETACHRESPONSE._serialized_start=1227 + _SERVERINFORMDETACHRESPONSE._serialized_end=1255 + _SERVERINFORMTEARDOWNREQUEST._serialized_start=1257 + _SERVERINFORMTEARDOWNREQUEST._serialized_end=1350 + _SERVERINFORMTEARDOWNRESPONSE._serialized_start=1352 + _SERVERINFORMTEARDOWNRESPONSE._serialized_end=1382 + _SERVERREQUEST._serialized_start=1385 + _SERVERREQUEST._serialized_end=2000 + _SERVERRESPONSE._serialized_start=2003 + _SERVERRESPONSE._serialized_end=2640 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_settings_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_settings_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..e38a7d5cbbdc306faee832d35234e0d66f79f01c --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_settings_pb2.py @@ -0,0 +1,122 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_settings.proto +"""Generated protocol buffer code.""" +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from google.protobuf import wrappers_pb2 as google_dot_protobuf_dot_wrappers__pb2 + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n wandb/proto/wandb_settings.proto\x12\x0ewandb_internal\x1a\x1egoogle/protobuf/wrappers.proto\" \n\x0fListStringValue\x12\r\n\x05value\x18\x01 \x03(\t\"\x1d\n\x0cListIntValue\x12\r\n\x05value\x18\x01 \x03(\x05\"\x8a\x01\n\x17MapStringKeyStringValue\x12\x41\n\x05value\x18\x01 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_MAPSTRINGKEYSTRINGVALUE.nested_types_by_name['ValueEntry'] +_MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE = DESCRIPTOR.message_types_by_name['MapStringKeyMapStringKeyStringValue'] +_MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY = _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE.nested_types_by_name['ValueEntry'] +_OPENMETRICSFILTERS = DESCRIPTOR.message_types_by_name['OpenMetricsFilters'] +_RUNMOMENT = DESCRIPTOR.message_types_by_name['RunMoment'] +_SETTINGS = DESCRIPTOR.message_types_by_name['Settings'] +ListStringValue = _reflection.GeneratedProtocolMessageType('ListStringValue', (_message.Message,), { + 'DESCRIPTOR' : _LISTSTRINGVALUE, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ListStringValue) + }) +_sym_db.RegisterMessage(ListStringValue) + +ListIntValue = _reflection.GeneratedProtocolMessageType('ListIntValue', (_message.Message,), { + 'DESCRIPTOR' : _LISTINTVALUE, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.ListIntValue) + }) +_sym_db.RegisterMessage(ListIntValue) + +MapStringKeyStringValue = _reflection.GeneratedProtocolMessageType('MapStringKeyStringValue', (_message.Message,), { + + 'ValueEntry' : _reflection.GeneratedProtocolMessageType('ValueEntry', (_message.Message,), { + 'DESCRIPTOR' : _MAPSTRINGKEYSTRINGVALUE_VALUEENTRY, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MapStringKeyStringValue.ValueEntry) + }) + , + 'DESCRIPTOR' : _MAPSTRINGKEYSTRINGVALUE, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MapStringKeyStringValue) + }) +_sym_db.RegisterMessage(MapStringKeyStringValue) +_sym_db.RegisterMessage(MapStringKeyStringValue.ValueEntry) + +MapStringKeyMapStringKeyStringValue = _reflection.GeneratedProtocolMessageType('MapStringKeyMapStringKeyStringValue', (_message.Message,), { + + 'ValueEntry' : _reflection.GeneratedProtocolMessageType('ValueEntry', (_message.Message,), { + 'DESCRIPTOR' : _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MapStringKeyMapStringKeyStringValue.ValueEntry) + }) + , + 'DESCRIPTOR' : _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.MapStringKeyMapStringKeyStringValue) + }) +_sym_db.RegisterMessage(MapStringKeyMapStringKeyStringValue) +_sym_db.RegisterMessage(MapStringKeyMapStringKeyStringValue.ValueEntry) + +OpenMetricsFilters = _reflection.GeneratedProtocolMessageType('OpenMetricsFilters', (_message.Message,), { + 'DESCRIPTOR' : _OPENMETRICSFILTERS, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.OpenMetricsFilters) + }) +_sym_db.RegisterMessage(OpenMetricsFilters) + +RunMoment = _reflection.GeneratedProtocolMessageType('RunMoment', (_message.Message,), { + 'DESCRIPTOR' : _RUNMOMENT, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.RunMoment) + }) +_sym_db.RegisterMessage(RunMoment) + +Settings = _reflection.GeneratedProtocolMessageType('Settings', (_message.Message,), { + 'DESCRIPTOR' : _SETTINGS, + '__module__' : 'wandb.proto.wandb_settings_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Settings) + }) +_sym_db.RegisterMessage(Settings) + +if _descriptor._USE_C_DESCRIPTORS == False: + + DESCRIPTOR._options = None + DESCRIPTOR._serialized_options = b'Z\031core/pkg/service_go_proto' + _MAPSTRINGKEYSTRINGVALUE_VALUEENTRY._options = None + _MAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_options = b'8\001' + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY._options = None + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_options = b'8\001' + _LISTSTRINGVALUE._serialized_start=84 + _LISTSTRINGVALUE._serialized_end=116 + _LISTINTVALUE._serialized_start=118 + _LISTINTVALUE._serialized_end=147 + _MAPSTRINGKEYSTRINGVALUE._serialized_start=150 + _MAPSTRINGKEYSTRINGVALUE._serialized_end=288 + _MAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_start=244 + _MAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_end=288 + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE._serialized_start=291 + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE._serialized_end=494 + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_start=409 + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_end=494 + _OPENMETRICSFILTERS._serialized_start=497 + _OPENMETRICSFILTERS._serialized_end=651 + _RUNMOMENT._serialized_start=653 + _RUNMOMENT._serialized_end=708 + _SETTINGS._serialized_start=711 + _SETTINGS._serialized_end=10205 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_telemetry_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_telemetry_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..88eec494ee5e52cf043b3a9b481edc0493f6811a --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v3/wandb_telemetry_pb2.py @@ -0,0 +1,106 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_telemetry.proto +"""Generated protocol buffer code.""" +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from wandb.proto import wandb_base_pb2 as wandb_dot_proto_dot_wandb__base__pb2 + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n!wandb/proto/wandb_telemetry.proto\x12\x0ewandb_internal\x1a\x1cwandb/proto/wandb_base.proto\"\xdb\x03\n\x0fTelemetryRecord\x12-\n\x0cimports_init\x18\x01 \x01(\x0b\x32\x17.wandb_internal.Imports\x12/\n\x0eimports_finish\x18\x02 \x01(\x0b\x32\x17.wandb_internal.Imports\x12(\n\x07\x66\x65\x61ture\x18\x03 \x01(\x0b\x32\x17.wandb_internal.Feature\x12\x16\n\x0epython_version\x18\x04 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_reflection.GeneratedProtocolMessageType('TelemetryRecord', (_message.Message,), { + 'DESCRIPTOR' : _TELEMETRYRECORD, + '__module__' : 'wandb.proto.wandb_telemetry_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TelemetryRecord) + }) +_sym_db.RegisterMessage(TelemetryRecord) + +TelemetryResult = _reflection.GeneratedProtocolMessageType('TelemetryResult', (_message.Message,), { + 'DESCRIPTOR' : _TELEMETRYRESULT, + '__module__' : 'wandb.proto.wandb_telemetry_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.TelemetryResult) + }) +_sym_db.RegisterMessage(TelemetryResult) + +Imports = _reflection.GeneratedProtocolMessageType('Imports', (_message.Message,), { + 'DESCRIPTOR' : _IMPORTS, + '__module__' : 'wandb.proto.wandb_telemetry_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Imports) + }) +_sym_db.RegisterMessage(Imports) + +Feature = _reflection.GeneratedProtocolMessageType('Feature', (_message.Message,), { + 'DESCRIPTOR' : _FEATURE, + '__module__' : 'wandb.proto.wandb_telemetry_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Feature) + }) +_sym_db.RegisterMessage(Feature) + +Env = _reflection.GeneratedProtocolMessageType('Env', (_message.Message,), { + 'DESCRIPTOR' : _ENV, + '__module__' : 'wandb.proto.wandb_telemetry_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Env) + }) +_sym_db.RegisterMessage(Env) + +Labels = _reflection.GeneratedProtocolMessageType('Labels', (_message.Message,), { + 'DESCRIPTOR' : _LABELS, + '__module__' : 'wandb.proto.wandb_telemetry_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Labels) + }) +_sym_db.RegisterMessage(Labels) + +Deprecated = _reflection.GeneratedProtocolMessageType('Deprecated', (_message.Message,), { + 'DESCRIPTOR' : _DEPRECATED, + '__module__' : 'wandb.proto.wandb_telemetry_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Deprecated) + }) +_sym_db.RegisterMessage(Deprecated) + +Issues = _reflection.GeneratedProtocolMessageType('Issues', (_message.Message,), { + 'DESCRIPTOR' : _ISSUES, + '__module__' : 'wandb.proto.wandb_telemetry_pb2' + # @@protoc_insertion_point(class_scope:wandb_internal.Issues) + }) +_sym_db.RegisterMessage(Issues) + +if _descriptor._USE_C_DESCRIPTORS == False: + + DESCRIPTOR._options = None + DESCRIPTOR._serialized_options = b'Z\031core/pkg/service_go_proto' + _TELEMETRYRECORD._serialized_start=84 + _TELEMETRYRECORD._serialized_end=559 + _TELEMETRYRESULT._serialized_start=561 + _TELEMETRYRESULT._serialized_end=578 + _IMPORTS._serialized_start=581 + _IMPORTS._serialized_end=2362 + _FEATURE._serialized_start=2365 + _FEATURE._serialized_end=3951 + _ENV._serialized_start=3954 + _ENV._serialized_end=4232 + _LABELS._serialized_start=4234 + _LABELS._serialized_end=4306 + _DEPRECATED._serialized_start=4309 + _DEPRECATED._serialized_end=4874 + _ISSUES._serialized_start=4876 + _ISSUES._serialized_end=5000 +# @@protoc_insertion_point(module_scope) diff --git 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Binary files /dev/null and b/vllm/lib/python3.10/site-packages/wandb/proto/v4/__pycache__/wandb_settings_pb2.cpython-310.pyc differ diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_base_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_base_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..e1df6042049011a6f2b2277569e2d6f011979a90 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_base_pb2.py @@ -0,0 +1,30 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_base.proto +"""Generated protocol buffer code.""" +from google.protobuf.internal import builder as _builder +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1cwandb/proto/wandb_base.proto\x12\x0ewandb_internal\"6\n\x0b_RecordInfo\x12\x11\n\tstream_id\x18\x01 \x01(\t\x12\x14\n\x0c_tracelog_id\x18\x64 \x01(\t\"!\n\x0c_RequestInfo\x12\x11\n\tstream_id\x18\x01 \x01(\t\"#\n\x0b_ResultInfo\x12\x14\n\x0c_tracelog_id\x18\x64 \x01(\tB\x1bZ\x19\x63ore/pkg/service_go_protob\x06proto3') + +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals()) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'wandb.proto.wandb_base_pb2', globals()) +if _descriptor._USE_C_DESCRIPTORS == False: + + DESCRIPTOR._options = None + DESCRIPTOR._serialized_options = b'Z\031core/pkg/service_go_proto' + __RECORDINFO._serialized_start=48 + __RECORDINFO._serialized_end=102 + __REQUESTINFO._serialized_start=104 + __REQUESTINFO._serialized_end=137 + __RESULTINFO._serialized_start=139 + __RESULTINFO._serialized_end=174 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_internal_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_internal_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..98485dddd26eb873bbd3e88c2f55b07629057edb --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_internal_pb2.py @@ -0,0 +1,378 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_internal.proto +"""Generated protocol buffer code.""" +from google.protobuf.internal import builder as _builder +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from google.protobuf import empty_pb2 as google_dot_protobuf_dot_empty__pb2 +from google.protobuf import timestamp_pb2 as google_dot_protobuf_dot_timestamp__pb2 +from wandb.proto import wandb_base_pb2 as wandb_dot_proto_dot_wandb__base__pb2 +from wandb.proto import wandb_telemetry_pb2 as wandb_dot_proto_dot_wandb__telemetry__pb2 + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n 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_IMAGESOURCE._serialized_end=18465 + _SOURCE._serialized_start=18468 + _SOURCE._serialized_end=18608 + _JOBSOURCE._serialized_start=18610 + _JOBSOURCE._serialized_end=18717 + _PARTIALJOBARTIFACT._serialized_start=18719 + _PARTIALJOBARTIFACT._serialized_end=18805 + _USEARTIFACTRECORD._serialized_start=18808 + _USEARTIFACTRECORD._serialized_end=18965 + _USEARTIFACTRESULT._serialized_start=18967 + _USEARTIFACTRESULT._serialized_end=18986 + _CANCELREQUEST._serialized_start=18988 + _CANCELREQUEST._serialized_end=19070 + _CANCELRESPONSE._serialized_start=19072 + _CANCELRESPONSE._serialized_end=19088 + _DISKINFO._serialized_start=19090 + _DISKINFO._serialized_end=19129 + _MEMORYINFO._serialized_start=19131 + _MEMORYINFO._serialized_end=19158 + _CPUINFO._serialized_start=19160 + _CPUINFO._serialized_end=19207 + _APPLEINFO._serialized_start=19210 + _APPLEINFO._serialized_end=19364 + _GPUNVIDIAINFO._serialized_start=19366 + _GPUNVIDIAINFO._serialized_end=19459 + _GPUAMDINFO._serialized_start=19462 + _GPUAMDINFO._serialized_end=19727 + _TRAINIUMINFO._serialized_start=19729 + _TRAINIUMINFO._serialized_end=19839 + _TPUINFO._serialized_start=19841 + _TPUINFO._serialized_end=19922 + _METADATAREQUEST._serialized_start=19925 + _METADATAREQUEST._serialized_end=21153 + _METADATAREQUEST_DISKENTRY._serialized_start=21019 + _METADATAREQUEST_DISKENTRY._serialized_end=21088 + _METADATAREQUEST_SLURMENTRY._serialized_start=21090 + _METADATAREQUEST_SLURMENTRY._serialized_end=21134 + _PYTHONPACKAGESREQUEST._serialized_start=21156 + _PYTHONPACKAGESREQUEST._serialized_end=21297 + _PYTHONPACKAGESREQUEST_PYTHONPACKAGE._serialized_start=21251 + _PYTHONPACKAGESREQUEST_PYTHONPACKAGE._serialized_end=21297 + _JOBINPUTPATH._serialized_start=21299 + _JOBINPUTPATH._serialized_end=21327 + _JOBINPUTSOURCE._serialized_start=21330 + _JOBINPUTSOURCE._serialized_end=21544 + _JOBINPUTSOURCE_RUNCONFIGSOURCE._serialized_start=21483 + _JOBINPUTSOURCE_RUNCONFIGSOURCE._serialized_end=21500 + _JOBINPUTSOURCE_CONFIGFILESOURCE._serialized_start=21502 + _JOBINPUTSOURCE_CONFIGFILESOURCE._serialized_end=21534 + _JOBINPUTREQUEST._serialized_start=21547 + _JOBINPUTREQUEST._serialized_end=21746 + _SERVERFEATUREREQUEST._serialized_start=21748 + _SERVERFEATUREREQUEST._serialized_end=21864 + _SERVERFEATURERESPONSE._serialized_start=21866 + _SERVERFEATURERESPONSE._serialized_end=21941 + _SERVERFEATUREITEM._serialized_start=21943 + _SERVERFEATUREITEM._serialized_end=21993 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_server_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_server_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..a15fc591fc4df8f4e560e9578a20f3df01bf75b2 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_server_pb2.py @@ -0,0 +1,67 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_server.proto +"""Generated protocol buffer code.""" +from google.protobuf.internal import builder as _builder +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from wandb.proto import wandb_base_pb2 as wandb_dot_proto_dot_wandb__base__pb2 +from wandb.proto import wandb_internal_pb2 as wandb_dot_proto_dot_wandb__internal__pb2 +from wandb.proto import wandb_settings_pb2 as wandb_dot_proto_dot_wandb__settings__pb2 + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x1ewandb/proto/wandb_server.proto\x12\x0ewandb_internal\x1a\x1cwandb/proto/wandb_base.proto\x1a wandb/proto/wandb_internal.proto\x1a wandb/proto/wandb_settings.proto\"k\n\x19ServerAuthenticateRequest\x12\x0f\n\x07\x61pi_key\x18\x01 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\x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1b\n\x19ServerInformStartResponse\"H\n\x19ServerInformFinishRequest\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1c\n\x1aServerInformFinishResponse\"H\n\x19ServerInformAttachRequest\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"u\n\x1aServerInformAttachResponse\x12*\n\x08settings\x18\x01 \x01(\x0b\x32\x18.wandb_internal.Settings\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"H\n\x19ServerInformDetachRequest\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1c\n\x1aServerInformDetachResponse\"]\n\x1bServerInformTeardownRequest\x12\x11\n\texit_code\x18\x01 \x01(\x05\x12+\n\x05_info\x18\xc8\x01 \x01(\x0b\x32\x1b.wandb_internal._RecordInfo\"\x1e\n\x1cServerInformTeardownResponse\"\xe7\x04\n\rServerRequest\x12\x30\n\x0erecord_publish\x18\x01 \x01(\x0b\x32\x16.wandb_internal.RecordH\x00\x12\x34\n\x12record_communicate\x18\x02 \x01(\x0b\x32\x16.wandb_internal.RecordH\x00\x12>\n\x0binform_init\x18\x03 \x01(\x0b\x32\'.wandb_internal.ServerInformInitRequestH\x00\x12\x42\n\rinform_finish\x18\x04 \x01(\x0b\x32).wandb_internal.ServerInformFinishRequestH\x00\x12\x42\n\rinform_attach\x18\x05 \x01(\x0b\x32).wandb_internal.ServerInformAttachRequestH\x00\x12\x42\n\rinform_detach\x18\x06 \x01(\x0b\x32).wandb_internal.ServerInformDetachRequestH\x00\x12\x46\n\x0finform_teardown\x18\x07 \x01(\x0b\x32+.wandb_internal.ServerInformTeardownRequestH\x00\x12@\n\x0cinform_start\x18\x08 \x01(\x0b\x32(.wandb_internal.ServerInformStartRequestH\x00\x12\x41\n\x0c\x61uthenticate\x18\t \x01(\x0b\x32).wandb_internal.ServerAuthenticateRequestH\x00\x42\x15\n\x13server_request_type\"\xfd\x04\n\x0eServerResponse\x12\x34\n\x12result_communicate\x18\x02 \x01(\x0b\x32\x16.wandb_internal.ResultH\x00\x12H\n\x14inform_init_response\x18\x03 \x01(\x0b\x32(.wandb_internal.ServerInformInitResponseH\x00\x12L\n\x16inform_finish_response\x18\x04 \x01(\x0b\x32*.wandb_internal.ServerInformFinishResponseH\x00\x12L\n\x16inform_attach_response\x18\x05 \x01(\x0b\x32*.wandb_internal.ServerInformAttachResponseH\x00\x12L\n\x16inform_detach_response\x18\x06 \x01(\x0b\x32*.wandb_internal.ServerInformDetachResponseH\x00\x12P\n\x18inform_teardown_response\x18\x07 \x01(\x0b\x32,.wandb_internal.ServerInformTeardownResponseH\x00\x12J\n\x15inform_start_response\x18\x08 \x01(\x0b\x32).wandb_internal.ServerInformStartResponseH\x00\x12K\n\x15\x61uthenticate_response\x18\t \x01(\x0b\x32*.wandb_internal.ServerAuthenticateResponseH\x00\x42\x16\n\x14server_response_typeB\x1bZ\x19\x63ore/pkg/service_go_protob\x06proto3') + +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals()) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'wandb.proto.wandb_server_pb2', globals()) +if _descriptor._USE_C_DESCRIPTORS == False: + + DESCRIPTOR._options = None + DESCRIPTOR._serialized_options = b'Z\031core/pkg/service_go_proto' + _SERVERAUTHENTICATEREQUEST._serialized_start=148 + _SERVERAUTHENTICATEREQUEST._serialized_end=255 + _SERVERAUTHENTICATERESPONSE._serialized_start=257 + _SERVERAUTHENTICATERESPONSE._serialized_end=376 + _SERVERSHUTDOWNREQUEST._serialized_start=378 + _SERVERSHUTDOWNREQUEST._serialized_end=446 + _SERVERSHUTDOWNRESPONSE._serialized_start=448 + _SERVERSHUTDOWNRESPONSE._serialized_end=472 + _SERVERSTATUSREQUEST._serialized_start=474 + _SERVERSTATUSREQUEST._serialized_end=540 + _SERVERSTATUSRESPONSE._serialized_start=542 + _SERVERSTATUSRESPONSE._serialized_end=564 + _SERVERINFORMINITREQUEST._serialized_start=566 + _SERVERINFORMINITREQUEST._serialized_end=680 + _SERVERINFORMINITRESPONSE._serialized_start=682 + _SERVERINFORMINITRESPONSE._serialized_end=708 + _SERVERINFORMSTARTREQUEST._serialized_start=710 + _SERVERINFORMSTARTREQUEST._serialized_end=825 + _SERVERINFORMSTARTRESPONSE._serialized_start=827 + _SERVERINFORMSTARTRESPONSE._serialized_end=854 + _SERVERINFORMFINISHREQUEST._serialized_start=856 + _SERVERINFORMFINISHREQUEST._serialized_end=928 + _SERVERINFORMFINISHRESPONSE._serialized_start=930 + _SERVERINFORMFINISHRESPONSE._serialized_end=958 + _SERVERINFORMATTACHREQUEST._serialized_start=960 + _SERVERINFORMATTACHREQUEST._serialized_end=1032 + _SERVERINFORMATTACHRESPONSE._serialized_start=1034 + _SERVERINFORMATTACHRESPONSE._serialized_end=1151 + _SERVERINFORMDETACHREQUEST._serialized_start=1153 + _SERVERINFORMDETACHREQUEST._serialized_end=1225 + _SERVERINFORMDETACHRESPONSE._serialized_start=1227 + _SERVERINFORMDETACHRESPONSE._serialized_end=1255 + _SERVERINFORMTEARDOWNREQUEST._serialized_start=1257 + _SERVERINFORMTEARDOWNREQUEST._serialized_end=1350 + _SERVERINFORMTEARDOWNRESPONSE._serialized_start=1352 + _SERVERINFORMTEARDOWNRESPONSE._serialized_end=1382 + _SERVERREQUEST._serialized_start=1385 + _SERVERREQUEST._serialized_end=2000 + _SERVERRESPONSE._serialized_start=2003 + _SERVERRESPONSE._serialized_end=2640 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_settings_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_settings_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..b674945ff11ab7d370245deef1574053abad37e9 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_settings_pb2.py @@ -0,0 +1,47 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_settings.proto +"""Generated protocol buffer code.""" +from google.protobuf.internal import builder as _builder +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from google.protobuf import wrappers_pb2 as google_dot_protobuf_dot_wrappers__pb2 + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n wandb/proto/wandb_settings.proto\x12\x0ewandb_internal\x1a\x1egoogle/protobuf/wrappers.proto\" \n\x0fListStringValue\x12\r\n\x05value\x18\x01 \x03(\t\"\x1d\n\x0cListIntValue\x12\r\n\x05value\x18\x01 \x03(\x05\"\x8a\x01\n\x17MapStringKeyStringValue\x12\x41\n\x05value\x18\x01 \x03(\x0b\x32\x32.wandb_internal.MapStringKeyStringValue.ValueEntry\x1a,\n\nValueEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 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_MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_options = b'8\001' + _LISTSTRINGVALUE._serialized_start=84 + _LISTSTRINGVALUE._serialized_end=116 + _LISTINTVALUE._serialized_start=118 + _LISTINTVALUE._serialized_end=147 + _MAPSTRINGKEYSTRINGVALUE._serialized_start=150 + _MAPSTRINGKEYSTRINGVALUE._serialized_end=288 + _MAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_start=244 + _MAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_end=288 + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE._serialized_start=291 + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE._serialized_end=494 + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_start=409 + _MAPSTRINGKEYMAPSTRINGKEYSTRINGVALUE_VALUEENTRY._serialized_end=494 + _OPENMETRICSFILTERS._serialized_start=497 + _OPENMETRICSFILTERS._serialized_end=651 + _RUNMOMENT._serialized_start=653 + _RUNMOMENT._serialized_end=708 + _SETTINGS._serialized_start=711 + _SETTINGS._serialized_end=10205 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_telemetry_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_telemetry_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..9561d3f75789a65d5fdc6f12ac361b9441cc58e6 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/v4/wandb_telemetry_pb2.py @@ -0,0 +1,41 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: wandb/proto/wandb_telemetry.proto +"""Generated protocol buffer code.""" +from google.protobuf.internal import builder as _builder +from google.protobuf import descriptor as _descriptor +from google.protobuf import descriptor_pool as _descriptor_pool +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from wandb.proto import wandb_base_pb2 as wandb_dot_proto_dot_wandb__base__pb2 + + +DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n!wandb/proto/wandb_telemetry.proto\x12\x0ewandb_internal\x1a\x1cwandb/proto/wandb_base.proto\"\xdb\x03\n\x0fTelemetryRecord\x12-\n\x0cimports_init\x18\x01 \x01(\x0b\x32\x17.wandb_internal.Imports\x12/\n\x0eimports_finish\x18\x02 \x01(\x0b\x32\x17.wandb_internal.Imports\x12(\n\x07\x66\x65\x61ture\x18\x03 \x01(\x0b\x32\x17.wandb_internal.Feature\x12\x16\n\x0epython_version\x18\x04 \x01(\t\x12\x13\n\x0b\x63li_version\x18\x05 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_FEATURE._serialized_start=2365 + _FEATURE._serialized_end=3951 + _ENV._serialized_start=3954 + _ENV._serialized_end=4232 + _LABELS._serialized_start=4234 + _LABELS._serialized_end=4306 + _DEPRECATED._serialized_start=4309 + _DEPRECATED._serialized_end=4874 + _ISSUES._serialized_start=4876 + _ISSUES._serialized_end=5000 +# @@protoc_insertion_point(module_scope) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v5/__pycache__/wandb_base_pb2.cpython-310.pyc b/vllm/lib/python3.10/site-packages/wandb/proto/v5/__pycache__/wandb_base_pb2.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..7ba3a51c9cea6bb29266a1c34d37b5e03f042736 Binary files /dev/null and b/vllm/lib/python3.10/site-packages/wandb/proto/v5/__pycache__/wandb_base_pb2.cpython-310.pyc differ diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/v5/__pycache__/wandb_internal_pb2.cpython-310.pyc b/vllm/lib/python3.10/site-packages/wandb/proto/v5/__pycache__/wandb_internal_pb2.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..36c5f059ec4eaded98935f5af4f93e8158604c19 Binary files /dev/null and b/vllm/lib/python3.10/site-packages/wandb/proto/v5/__pycache__/wandb_internal_pb2.cpython-310.pyc differ diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/wandb_base_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_base_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..f857e62e23902c8912a06dd5bcd08c831836164c --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_base_pb2.py @@ -0,0 +1,10 @@ +import google.protobuf + +protobuf_version = google.protobuf.__version__[0] + +if protobuf_version == "3": + from wandb.proto.v3.wandb_base_pb2 import * +elif protobuf_version == "4": + from wandb.proto.v4.wandb_base_pb2 import * +elif protobuf_version == "5": + from wandb.proto.v5.wandb_base_pb2 import * diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/wandb_deprecated.py b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_deprecated.py new file mode 100644 index 0000000000000000000000000000000000000000..b4035a8637619847cf6c518d6bcaf88311ef307a --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_deprecated.py @@ -0,0 +1,45 @@ +# Generated by wandb/proto/wandb_internal_codegen.py. DO NOT EDIT! + +from typing import Literal +DEPRECATED_FEATURES = Literal[ + "keras_callback__data_type", + "run__mode", + "run__save_no_args", + "run__join", + "plots", + "run__log_sync", + "init__config_include_keys", + "init__config_exclude_keys", + "keras_callback__save_model", + "langchain_tracer", + "artifact__get_path", + "artifactmanifestentry__name", + "api__artifact_versions", + "artifact_collection__change_type", + "run__define_metric_copy", + "run_disabled", + "keras_callback", + "run__define_metric_best_goal", + "run__finish_quiet", +] + +class Deprecated: + keras_callback__data_type: DEPRECATED_FEATURES = "keras_callback__data_type" + run__mode: DEPRECATED_FEATURES = "run__mode" + run__save_no_args: DEPRECATED_FEATURES = "run__save_no_args" + run__join: DEPRECATED_FEATURES = "run__join" + plots: DEPRECATED_FEATURES = "plots" + run__log_sync: DEPRECATED_FEATURES = "run__log_sync" + init__config_include_keys: DEPRECATED_FEATURES = "init__config_include_keys" + init__config_exclude_keys: DEPRECATED_FEATURES = "init__config_exclude_keys" + keras_callback__save_model: DEPRECATED_FEATURES = "keras_callback__save_model" + langchain_tracer: DEPRECATED_FEATURES = "langchain_tracer" + artifact__get_path: DEPRECATED_FEATURES = "artifact__get_path" + artifactmanifestentry__name: DEPRECATED_FEATURES = "artifactmanifestentry__name" + api__artifact_versions: DEPRECATED_FEATURES = "api__artifact_versions" + artifact_collection__change_type: DEPRECATED_FEATURES = "artifact_collection__change_type" + run__define_metric_copy: DEPRECATED_FEATURES = "run__define_metric_copy" + run_disabled: DEPRECATED_FEATURES = "run_disabled" + keras_callback: DEPRECATED_FEATURES = "keras_callback" + run__define_metric_best_goal: DEPRECATED_FEATURES = "run__define_metric_best_goal" + run__finish_quiet: DEPRECATED_FEATURES = "run__finish_quiet" diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/wandb_generate_deprecated.py b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_generate_deprecated.py new file mode 100644 index 0000000000000000000000000000000000000000..23240018155a6bdf1f933439382c4aefc9d479a5 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_generate_deprecated.py @@ -0,0 +1,30 @@ +#!/usr/bin/env python + + +def generate_deprecated_class_definition() -> None: + """Generate a class definition listing the deprecated features. + This is to allow static checks to ensure that proper field names are used. + """ + from wandb.proto.wandb_telemetry_pb2 import Deprecated # type: ignore[import] + + deprecated_features = Deprecated.DESCRIPTOR.fields_by_name.keys() + + code: str = ( + "# Generated by wandb/proto/wandb_internal_codegen.py. DO NOT EDIT!\n\n" + "from typing import Literal\n" + "DEPRECATED_FEATURES = Literal[\n" + + ",\n".join(f' "{feature}"' for feature in deprecated_features) + + ",\n" + + "]\n\n" + "class Deprecated:\n" + + "".join( + [ + f' {feature}: DEPRECATED_FEATURES = "{feature}"\n' + for feature in deprecated_features + ] + ) + ) + with open("wandb_deprecated.py", "w") as f: + f.write(code) + +generate_deprecated_class_definition() diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/wandb_generate_proto.py b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_generate_proto.py new file mode 100644 index 0000000000000000000000000000000000000000..7dd8979f0b4929e43b9f529519423589dc2fbba0 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_generate_proto.py @@ -0,0 +1,49 @@ +#!/usr/bin/env python + +import importlib.metadata +import os +import pathlib + +import grpc_tools # type: ignore +from grpc_tools import protoc # type: ignore +from packaging import version + + +def get_pip_package_version(package_name: str) -> str: + try: + return importlib.metadata.version(package_name) + except importlib.metadata.PackageNotFoundError: + raise ValueError(f"Package `{package_name}` not found") + +protobuf_version = version.Version(get_pip_package_version("protobuf")) + +proto_root = os.path.join(os.path.dirname(grpc_tools.__file__), "_proto") +tmp_out: pathlib.Path = pathlib.Path(f"wandb/proto/v{protobuf_version.major}/") + +os.chdir("../..") +for proto_file in [ + "wandb_base.proto", + "wandb_internal.proto", + "wandb_settings.proto", + "wandb_telemetry.proto", + "wandb_server.proto", +]: + ret = protoc.main( + ( + "", + "-I", + proto_root, + "-I", + ".", + f"--python_out={tmp_out}", + f"--mypy_out={tmp_out}", + f"wandb/proto/{proto_file}", + ) + ) + assert not ret + +# clean up tmp dirs +for p in (tmp_out / "wandb" / "proto").glob("*pb2*"): + p.rename(tmp_out / p.name) +os.rmdir(tmp_out / "wandb" / "proto") +os.rmdir(tmp_out / "wandb") diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/wandb_internal_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_internal_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..18d5c417d706b056cfa5dedefa9d22a295525784 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_internal_pb2.py @@ -0,0 +1,16 @@ +import google.protobuf + +protobuf_version = google.protobuf.__version__[0] + +if protobuf_version == "3": + from wandb.proto.v3.wandb_internal_pb2 import * +elif protobuf_version == "4": + from wandb.proto.v4.wandb_internal_pb2 import * +elif protobuf_version == "5": + from wandb.proto.v5.wandb_internal_pb2 import * +else: + raise ImportError( + "Failed to import protobufs for protobuf version" + f" {google.protobuf.__version__}. `wandb` only works with major" + " versions 3, 4 and 5 of the protobuf package.", + ) diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/wandb_server_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_server_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..905368c47c9aeb90b13760ed473dd9ae645f8bf7 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_server_pb2.py @@ -0,0 +1,10 @@ +import google.protobuf + +protobuf_version = google.protobuf.__version__[0] + +if protobuf_version == "3": + from wandb.proto.v3.wandb_server_pb2 import * +elif protobuf_version == "4": + from wandb.proto.v4.wandb_server_pb2 import * +elif protobuf_version == "5": + from wandb.proto.v5.wandb_server_pb2 import * diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/wandb_settings_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_settings_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..9986fe7774a8052b1a53d05e081b25124019ef19 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_settings_pb2.py @@ -0,0 +1,10 @@ +import google.protobuf + +protobuf_version = google.protobuf.__version__[0] + +if protobuf_version == "3": + from wandb.proto.v3.wandb_settings_pb2 import * +elif protobuf_version == "4": + from wandb.proto.v4.wandb_settings_pb2 import * +elif protobuf_version == "5": + from wandb.proto.v5.wandb_settings_pb2 import * diff --git a/vllm/lib/python3.10/site-packages/wandb/proto/wandb_telemetry_pb2.py b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_telemetry_pb2.py new file mode 100644 index 0000000000000000000000000000000000000000..1d6d117cbbec390dc05511ee1b8a1953b1144f09 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/proto/wandb_telemetry_pb2.py @@ -0,0 +1,10 @@ +import google.protobuf + +protobuf_version = google.protobuf.__version__[0] + +if protobuf_version == "3": + from wandb.proto.v3.wandb_telemetry_pb2 import * +elif protobuf_version == "4": + from wandb.proto.v4.wandb_telemetry_pb2 import * +elif protobuf_version == "5": + from wandb.proto.v5.wandb_telemetry_pb2 import * diff --git 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file mode 100644 index 0000000000000000000000000000000000000000..0aa0a3842944f65f59b989671636af8c59c456e9 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/sdk/integration_utils/auto_logging.py @@ -0,0 +1,232 @@ +import asyncio +import functools +import inspect +import logging +from typing import Any, Dict, Optional, Protocol, Sequence, TypeVar + +import wandb.sdk +import wandb.util +from wandb.sdk.lib import telemetry as wb_telemetry +from wandb.sdk.lib.timer import Timer + +logger = logging.getLogger(__name__) + + +AutologInitArgs = Optional[Dict[str, Any]] + + +K = TypeVar("K", bound=str) +V = TypeVar("V") + + +class Response(Protocol[K, V]): + def __getitem__(self, key: K) -> V: ... # pragma: no cover + + def get( + self, key: K, default: Optional[V] = None + ) -> Optional[V]: ... # pragma: no cover + + +class ArgumentResponseResolver(Protocol): + def __call__( + self, + args: Sequence[Any], + kwargs: Dict[str, Any], + response: Response, + start_time: float, + time_elapsed: float, + ) -> Optional[Dict[str, Any]]: ... # pragma: no cover + + +class PatchAPI: + def __init__( + self, + name: str, + symbols: Sequence[str], + resolver: ArgumentResponseResolver, + ) -> None: + """Patches the API to log wandb Media or metrics.""" + # name of the LLM provider, e.g. "Cohere" or "OpenAI" or package name like "Transformers" + self.name = name + # api library name, e.g. "cohere" or "openai" or "transformers" + self._api = None + # dictionary of original methods + self.original_methods: Dict[str, Any] = {} + # list of symbols to patch, e.g. ["Client.generate", "Edit.create"] or ["Pipeline.__call__"] + self.symbols = symbols + # resolver callable to convert args/response into a dictionary of wandb media objects or metrics + self.resolver = resolver + + @property + def set_api(self) -> Any: + """Returns the API module.""" + lib_name = self.name.lower() + if self._api is None: + self._api = wandb.util.get_module( + name=lib_name, + required=f"To use the W&B {self.name} Autolog, " + f"you need to have the `{lib_name}` python " + f"package installed. Please install it with `pip install {lib_name}`.", + lazy=False, + ) + return self._api + + def patch(self, run: "wandb.sdk.wandb_run.Run") -> None: + """Patches the API to log media or metrics to W&B.""" + for symbol in self.symbols: + # split on dots, e.g. "Client.generate" -> ["Client", "generate"] + symbol_parts = symbol.split(".") + # and get the attribute from the module + original = functools.reduce(getattr, symbol_parts, self.set_api) + + def method_factory(original_method: Any): + async def async_method(*args, **kwargs): + future = asyncio.Future() + + async def callback(coro): + try: + result = await coro + loggable_dict = self.resolver( + args, kwargs, result, timer.start_time, timer.elapsed + ) + if loggable_dict is not None: + run.log(loggable_dict) + future.set_result(result) + except Exception as e: + logger.warning(e) + + with Timer() as timer: + coro = original_method(*args, **kwargs) + asyncio.ensure_future(callback(coro)) + + return await future + + def sync_method(*args, **kwargs): + with Timer() as timer: + result = original_method(*args, **kwargs) + try: + loggable_dict = self.resolver( + args, kwargs, result, timer.start_time, timer.elapsed + ) + if loggable_dict is not None: + run.log(loggable_dict) + except Exception as e: + logger.warning(e) + return result + + if inspect.iscoroutinefunction(original_method): + return functools.wraps(original_method)(async_method) + else: + return functools.wraps(original_method)(sync_method) + + # save original method + self.original_methods[symbol] = original + # monkey patch the method + if len(symbol_parts) == 1: + setattr(self.set_api, symbol_parts[0], method_factory(original)) + else: + setattr( + functools.reduce(getattr, symbol_parts[:-1], self.set_api), + symbol_parts[-1], + method_factory(original), + ) + + def unpatch(self) -> None: + """Unpatches the API.""" + for symbol, original in self.original_methods.items(): + # split on dots, e.g. "Client.generate" -> ["Client", "generate"] + symbol_parts = symbol.split(".") + # unpatch the method + if len(symbol_parts) == 1: + setattr(self.set_api, symbol_parts[0], original) + else: + setattr( + functools.reduce(getattr, symbol_parts[:-1], self.set_api), + symbol_parts[-1], + original, + ) + + +class AutologAPI: + def __init__( + self, + name: str, + symbols: Sequence[str], + resolver: ArgumentResponseResolver, + telemetry_feature: Optional[str] = None, + ) -> None: + """Autolog API calls to W&B.""" + self._telemetry_feature = telemetry_feature + self._patch_api = PatchAPI( + name=name, + symbols=symbols, + resolver=resolver, + ) + self._name = self._patch_api.name + self._run: Optional[wandb.sdk.wandb_run.Run] = None + self.__run_created_by_autolog: bool = False + + @property + def _is_enabled(self) -> bool: + """Returns whether autologging is enabled.""" + return self._run is not None + + def __call__(self, init: AutologInitArgs = None) -> None: + """Enable autologging.""" + self.enable(init=init) + + def _run_init(self, init: AutologInitArgs = None) -> None: + """Handle wandb run initialization.""" + # - autolog(init: dict = {...}) calls wandb.init(**{...}) + # regardless of whether there is a wandb.run or not, + # we only track if the run was created by autolog + # - todo: autolog(init: dict | run = run) would use the user-provided run + # - autolog() uses the wandb.run if there is one, otherwise it calls wandb.init() + if init: + _wandb_run = wandb.run + # we delegate dealing with the init dict to wandb.init() + self._run = wandb.init(**init) + if _wandb_run != self._run: + self.__run_created_by_autolog = True + elif wandb.run is None: + self._run = wandb.init() + self.__run_created_by_autolog = True + else: + self._run = wandb.run + + def enable(self, init: AutologInitArgs = None) -> None: + """Enable autologging. + + Args: + init: Optional dictionary of arguments to pass to wandb.init(). + + """ + if self._is_enabled: + logger.info( + f"{self._name} autologging is already enabled, disabling and re-enabling." + ) + self.disable() + + logger.info(f"Enabling {self._name} autologging.") + self._run_init(init=init) + + self._patch_api.patch(self._run) + + if self._telemetry_feature: + with wb_telemetry.context(self._run) as tel: + setattr(tel.feature, self._telemetry_feature, True) + + def disable(self) -> None: + """Disable autologging.""" + if self._run is None: + return + + logger.info(f"Disabling {self._name} autologging.") + + if self.__run_created_by_autolog: + self._run.finish() + self.__run_created_by_autolog = False + + self._run = None + + self._patch_api.unpatch() diff --git a/vllm/lib/python3.10/site-packages/wandb/sdk/integration_utils/data_logging.py b/vllm/lib/python3.10/site-packages/wandb/sdk/integration_utils/data_logging.py new file mode 100644 index 0000000000000000000000000000000000000000..b0b971cc17211228132698f4279b7b7db1a81bed --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/sdk/integration_utils/data_logging.py @@ -0,0 +1,475 @@ +# wandb.integrations.data_logging.py +# +# Contains common utility functions that enable +# logging datasets and predictions to wandb. +import sys +from collections.abc import Sequence +from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Union + +import wandb + +if TYPE_CHECKING: + from wandb.data_types import _TableIndex + +CAN_INFER_IMAGE_AND_VIDEO = sys.version_info.major == 3 and sys.version_info.minor >= 5 + + +class ValidationDataLogger: + """Logs validation data as a wandb.Table. + + ValidationDataLogger is intended to be used inside of library integrations + in order to facilitate the process of optionally building a validation dataset + and logging periodic predictions against such validation data using WandB best + practices. + """ + + validation_inputs: Union[Sequence, Dict[str, Sequence]] + validation_targets: Optional[Union[Sequence, Dict[str, Sequence]]] + validation_indexes: List["_TableIndex"] + prediction_row_processor: Optional[Callable] + class_labels_table: Optional["wandb.Table"] + infer_missing_processors: bool + + def __init__( + self, + inputs: Union[Sequence, Dict[str, Sequence]], + targets: Optional[Union[Sequence, Dict[str, Sequence]]] = None, + indexes: Optional[List["_TableIndex"]] = None, + validation_row_processor: Optional[Callable] = None, + prediction_row_processor: Optional[Callable] = None, + input_col_name: str = "input", + target_col_name: str = "target", + table_name: str = "wb_validation_data", + artifact_type: str = "validation_dataset", + class_labels: Optional[List[str]] = None, + infer_missing_processors: bool = True, + ) -> None: + """Initialize a new ValidationDataLogger. + + Args: + inputs: A list of input vectors or dictionary of lists of input vectors + (used if the model has multiple named inputs) + targets: A list of target vectors or dictionary of lists of target vectors + (used if the model has multiple named targets/putputs). Defaults to `None`. + `targets` and `indexes` cannot both be `None`. + indexes: An ordered list of `wandb.data_types._TableIndex` mapping the + input items to their source table. This is most commonly retrieved by using + `indexes = my_data_table.get_index()`. Defaults to `None`. `targets` + and `indexes` cannot both be `None`. + validation_row_processor: A function to apply to the validation data, + commonly used to visualize the data. The function will receive an `ndx` (`int`) + and a `row` (`dict`). If `inputs` is a list, then `row["input"]` will be the input + data for the row. Else, it will be keyed based on the name of the input slot + (corresponding to `inputs`). If `targets` is a list, then + `row["target"]` will be the target data for the row. Else, it will + be keyed based on `targets`. For example, if your input data is a + single ndarray, but you wish to visualize the data as an image, + then you can provide `lambda ndx, row: {"img": wandb.Image(row["input"])}` + as the processor. If `None`, we will try to guess the appropriate processor. + Ignored if `log_evaluation` is `False` or `val_keys` are present. Defaults to `None`. + prediction_row_processor: Same as validation_row_processor, but applied to the + model's output. `row["output"]` will contain the results of the model output. + Defaults to `None`. + input_col_name: The name to use for the input column. + Defaults to `"input"`. + target_col_name: The name to use for the target column. + Defaults to `"target"`. + table_name: The name to use for the validation table. + Defaults to `"wb_validation_data"`. + artifact_type: The artifact type to use for the validation data. + Defaults to `"validation_dataset"`. + class_labels: Optional list of labels to use in the inferred + processors. If the model's `target` or `output` is inferred to be a class, + we will attempt to map the class to these labels. Defaults to `None`. + infer_missing_processors: Determines if processors are inferred if + they are missing. Defaults to True. + """ + class_labels_table: Optional[wandb.Table] + if isinstance(class_labels, list) and len(class_labels) > 0: + class_labels_table = wandb.Table( + columns=["label"], data=[[label] for label in class_labels] + ) + else: + class_labels_table = None + + if indexes is None: + assert targets is not None + local_validation_table = wandb.Table(columns=[], data=[]) + + if isinstance(targets, dict): + for col_name in targets: + local_validation_table.add_column(col_name, targets[col_name]) + else: + local_validation_table.add_column(target_col_name, targets) + + if isinstance(inputs, dict): + for col_name in inputs: + local_validation_table.add_column(col_name, inputs[col_name]) + else: + local_validation_table.add_column(input_col_name, inputs) + + if validation_row_processor is None and infer_missing_processors: + example_input = _make_example(inputs) + example_target = _make_example(targets) + if example_input is not None and example_target is not None: + validation_row_processor = _infer_validation_row_processor( + example_input, + example_target, + class_labels_table, + input_col_name, + target_col_name, + ) + + if validation_row_processor is not None: + local_validation_table.add_computed_columns(validation_row_processor) + + local_validation_artifact = wandb.Artifact(table_name, artifact_type) + local_validation_artifact.add(local_validation_table, "validation_data") + if wandb.run: + wandb.run.use_artifact(local_validation_artifact) + indexes = local_validation_table.get_index() + else: + local_validation_artifact = None + + self.class_labels_table = class_labels_table + self.validation_inputs = inputs + self.validation_targets = targets + self.validation_indexes = indexes + self.prediction_row_processor = prediction_row_processor + self.infer_missing_processors = infer_missing_processors + self.local_validation_artifact = local_validation_artifact + self.input_col_name = input_col_name + + def make_predictions( + self, predict_fn: Callable + ) -> Union[Sequence, Dict[str, Sequence]]: + """Produce predictions by passing `validation_inputs` to `predict_fn`. + + Args: + predict_fn (Callable): Any function which can accept `validation_inputs` and produce + a list of vectors or dictionary of lists of vectors + + Returns: + (Sequence | Dict[str, Sequence]): The returned value of predict_fn + """ + return predict_fn(self.validation_inputs) + + def log_predictions( + self, + predictions: Union[Sequence, Dict[str, Sequence]], + prediction_col_name: str = "output", + val_ndx_col_name: str = "val_row", + table_name: str = "validation_predictions", + commit: bool = True, + ) -> wandb.data_types.Table: + """Log a set of predictions. + + Intended usage: + + vl.log_predictions(vl.make_predictions(self.model.predict)) + + Args: + predictions (Sequence | Dict[str, Sequence]): A list of prediction vectors or dictionary + of lists of prediction vectors + prediction_col_name (str, optional): the name of the prediction column. Defaults to "output". + val_ndx_col_name (str, optional): The name of the column linking prediction table + to the validation ata table. Defaults to "val_row". + table_name (str, optional): name of the prediction table. Defaults to "validation_predictions". + commit (bool, optional): determines if commit should be called on the logged data. Defaults to False. + """ + pred_table = wandb.Table(columns=[], data=[]) + if isinstance(predictions, dict): + for col_name in predictions: + pred_table.add_column(col_name, predictions[col_name]) + else: + pred_table.add_column(prediction_col_name, predictions) + pred_table.add_column(val_ndx_col_name, self.validation_indexes) + + if self.prediction_row_processor is None and self.infer_missing_processors: + example_prediction = _make_example(predictions) + example_input = _make_example(self.validation_inputs) + if example_prediction is not None and example_input is not None: + self.prediction_row_processor = _infer_prediction_row_processor( + example_prediction, + example_input, + self.class_labels_table, + self.input_col_name, + prediction_col_name, + ) + + if self.prediction_row_processor is not None: + pred_table.add_computed_columns(self.prediction_row_processor) + + wandb.log({table_name: pred_table}, commit=commit) + return pred_table + + +def _make_example(data: Any) -> Optional[Union[Dict, Sequence, Any]]: + """Used to make an example input, target, or output.""" + example: Optional[Union[Dict, Sequence, Any]] + + if isinstance(data, dict): + example = {} + for key in data: + example[key] = data[key][0] + elif hasattr(data, "__len__"): + example = data[0] + else: + example = None + + return example + + +def _get_example_shape(example: Union[Sequence, Any]): + """Get the shape of an object if applicable.""" + shape = [] + if not isinstance(example, str) and hasattr(example, "__len__"): + length = len(example) + shape = [length] + if length > 0: + shape += _get_example_shape(example[0]) + return shape + + +def _bind(lambda_fn: Callable, **closure_kwargs: Any) -> Callable: + """Create a closure around a lambda function by binding `closure_kwargs` to the function.""" + + def closure(*args: Any, **kwargs: Any) -> Any: + _k = {} + _k.update(kwargs) + _k.update(closure_kwargs) + return lambda_fn(*args, **_k) + + return closure + + +def _infer_single_example_keyed_processor( + example: Union[Sequence, Any], + class_labels_table: Optional["wandb.Table"] = None, + possible_base_example: Optional[Union[Sequence, Any]] = None, +) -> Dict[str, Callable]: + """Infers a processor from a single example. + + Infers a processor from a single example with optional class_labels_table + and base_example. Base example is useful for cases such as segmentation masks + """ + shape = _get_example_shape(example) + processors: Dict[str, Callable] = {} + if ( + class_labels_table is not None + and len(shape) == 1 + and shape[0] == len(class_labels_table.data) + ): + np = wandb.util.get_module( + "numpy", + required="Inferring processors require numpy", + ) + # Assume these are logits + class_names = class_labels_table.get_column("label") + + processors["max_class"] = lambda n, d, p: class_labels_table.index_ref( # type: ignore + np.argmax(d) + ) + # TODO: Consider adding back if users ask + # processors["min_class"] = lambda n, d, p: class_labels_table.index_ref( # type: ignore + # np.argmin(d) + # ) + + values = np.unique(example) + is_one_hot = len(values) == 2 and set(values) == {0, 1} + if not is_one_hot: + processors["score"] = lambda n, d, p: { + class_names[i]: d[i] for i in range(shape[0]) + } + elif ( + len(shape) == 1 + and shape[0] == 1 + and ( + isinstance(example[0], int) + or (hasattr(example, "tolist") and isinstance(example.tolist()[0], int)) # type: ignore + ) + ): + # assume this is a class + if class_labels_table is not None: + processors["class"] = ( + lambda n, d, p: class_labels_table.index_ref(d[0]) + if d[0] < len(class_labels_table.data) + else d[0] + ) # type: ignore + else: + processors["val"] = lambda n, d, p: d[0] + elif len(shape) == 1: + np = wandb.util.get_module( + "numpy", + required="Inferring processors require numpy", + ) + # This could be anything + if shape[0] <= 10: + # if less than 10, fan out the results + # processors["node"] = lambda n, d, p: {i: d[i] for i in range(shape[0])} + processors["node"] = lambda n, d, p: [ + d[i].tolist() if hasattr(d[i], "tolist") else d[i] + for i in range(shape[0]) + ] + # just report the argmax and argmin + processors["argmax"] = lambda n, d, p: np.argmax(d) + + values = np.unique(example) + is_one_hot = len(values) == 2 and set(values) == {0, 1} + if not is_one_hot: + processors["argmin"] = lambda n, d, p: np.argmin(d) + elif len(shape) == 2 and CAN_INFER_IMAGE_AND_VIDEO: + if ( + class_labels_table is not None + and possible_base_example is not None + and shape == _get_example_shape(possible_base_example) + ): + # consider this a segmentation mask + processors["image"] = lambda n, d, p: wandb.Image( + p, + masks={ + "masks": { + "mask_data": d, + "class_labels": class_labels_table.get_column("label"), # type: ignore + } + }, + ) + else: + # consider this a 2d image + processors["image"] = lambda n, d, p: wandb.Image(d) + elif len(shape) == 3 and CAN_INFER_IMAGE_AND_VIDEO: + # consider this an image + processors["image"] = lambda n, d, p: wandb.Image(d) + elif len(shape) == 4 and CAN_INFER_IMAGE_AND_VIDEO: + # consider this a video + processors["video"] = lambda n, d, p: wandb.Video(d) + + return processors + + +def _infer_validation_row_processor( + example_input: Union[Dict, Sequence], + example_target: Union[Dict, Sequence, Any], + class_labels_table: Optional["wandb.Table"] = None, + input_col_name: str = "input", + target_col_name: str = "target", +) -> Callable: + """Infers the composite processor for the validation data.""" + single_processors = {} + if isinstance(example_input, dict): + for key in example_input: + key_processors = _infer_single_example_keyed_processor(example_input[key]) + for p_key in key_processors: + single_processors[f"{key}:{p_key}"] = _bind( + lambda ndx, row, key_processor, key: key_processor( + ndx, + row[key], + None, + ), + key_processor=key_processors[p_key], + key=key, + ) + else: + key = input_col_name + key_processors = _infer_single_example_keyed_processor(example_input) + for p_key in key_processors: + single_processors[f"{key}:{p_key}"] = _bind( + lambda ndx, row, key_processor, key: key_processor( + ndx, + row[key], + None, + ), + key_processor=key_processors[p_key], + key=key, + ) + + if isinstance(example_target, dict): + for key in example_target: + key_processors = _infer_single_example_keyed_processor( + example_target[key], class_labels_table + ) + for p_key in key_processors: + single_processors[f"{key}:{p_key}"] = _bind( + lambda ndx, row, key_processor, key: key_processor( + ndx, + row[key], + None, + ), + key_processor=key_processors[p_key], + key=key, + ) + else: + key = target_col_name + key_processors = _infer_single_example_keyed_processor( + example_target, + class_labels_table, + example_input if not isinstance(example_input, dict) else None, + ) + for p_key in key_processors: + single_processors[f"{key}:{p_key}"] = _bind( + lambda ndx, row, key_processor, key: key_processor( + ndx, + row[key], + row[input_col_name] + if not isinstance(example_input, dict) + else None, + ), + key_processor=key_processors[p_key], + key=key, + ) + + def processor(ndx, row): + return {key: single_processors[key](ndx, row) for key in single_processors} + + return processor + + +def _infer_prediction_row_processor( + example_prediction: Union[Dict, Sequence], + example_input: Union[Dict, Sequence], + class_labels_table: Optional["wandb.Table"] = None, + input_col_name: str = "input", + output_col_name: str = "output", +) -> Callable: + """Infers the composite processor for the prediction output data.""" + single_processors = {} + + if isinstance(example_prediction, dict): + for key in example_prediction: + key_processors = _infer_single_example_keyed_processor( + example_prediction[key], class_labels_table + ) + for p_key in key_processors: + single_processors[f"{key}:{p_key}"] = _bind( + lambda ndx, row, key_processor, key: key_processor( + ndx, + row[key], + None, + ), + key_processor=key_processors[p_key], + key=key, + ) + else: + key = output_col_name + key_processors = _infer_single_example_keyed_processor( + example_prediction, + class_labels_table, + example_input if not isinstance(example_input, dict) else None, + ) + for p_key in key_processors: + single_processors[f"{key}:{p_key}"] = _bind( + lambda ndx, row, key_processor, key: key_processor( + ndx, + row[key], + ndx.get_row().get("val_row").get_row().get(input_col_name) + if not isinstance(example_input, dict) + else None, + ), + key_processor=key_processors[p_key], + key=key, + ) + + def processor(ndx, row): + return {key: single_processors[key](ndx, row) for key in single_processors} + + return processor diff --git a/vllm/lib/python3.10/site-packages/wandb/sdk/service/server_sock.py b/vllm/lib/python3.10/site-packages/wandb/sdk/service/server_sock.py new file mode 100644 index 0000000000000000000000000000000000000000..45dd7859ca205a4ffc799767c6d431f9e2ffcc79 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/wandb/sdk/service/server_sock.py @@ -0,0 +1,275 @@ +import queue +import socket +import threading +import time +from typing import TYPE_CHECKING, Any, Callable, Dict, Optional + +import wandb +from wandb.proto import wandb_server_pb2 as spb +from wandb.sdk.internal.settings_static import SettingsStatic + +from ..lib.sock_client import SockClient, SockClientClosedError +from .streams import StreamMux + +if TYPE_CHECKING: + from threading import Event + + from ..interface.interface_relay import InterfaceRelay + + +class ClientDict: + _client_dict: Dict[str, SockClient] + _lock: threading.Lock + + def __init__(self) -> None: + self._client_dict = {} + self._lock = threading.Lock() + + def get_client(self, client_id: str) -> Optional[SockClient]: + with self._lock: + client = self._client_dict.get(client_id) + return client + + def add_client(self, client: SockClient) -> None: + with self._lock: + self._client_dict[client._sockid] = client + + def del_client(self, client: SockClient) -> None: + with self._lock: + del self._client_dict[client._sockid] + + +class SockServerInterfaceReaderThread(threading.Thread): + _socket_client: SockClient + _stopped: "Event" + + def __init__( + self, clients: ClientDict, iface: "InterfaceRelay", stopped: "Event" + ) -> None: + self._iface = iface + self._clients = clients + threading.Thread.__init__(self) + self.name = "SockSrvIntRdThr" + self._stopped = stopped + + def run(self) -> None: + assert self._iface.relay_q + while not self._stopped.is_set(): + try: + result = self._iface.relay_q.get(timeout=1) + except queue.Empty: + continue + except OSError: + # handle is closed + break + except ValueError: + # queue is closed + break + sockid = result.control.relay_id + assert sockid + sock_client = self._clients.get_client(sockid) + assert sock_client + sresp = spb.ServerResponse() + sresp.result_communicate.CopyFrom(result) + sock_client.send_server_response(sresp) + + +class SockServerReadThread(threading.Thread): + _sock_client: SockClient + _mux: StreamMux + _stopped: "Event" + _clients: ClientDict + + def __init__( + self, conn: socket.socket, mux: StreamMux, clients: ClientDict + ) -> None: + self._mux = mux + threading.Thread.__init__(self) + self.name = "SockSrvRdThr" + sock_client = SockClient() + sock_client.set_socket(conn) + self._sock_client = sock_client + self._stopped = mux._get_stopped_event() + self._clients = clients + + def run(self) -> None: + while not self._stopped.is_set(): + try: + sreq = self._sock_client.read_server_request() + except SockClientClosedError: + # socket has been closed + # TODO: shut down other threads serving this socket? + break + assert sreq, "read_server_request should never timeout" + sreq_type = sreq.WhichOneof("server_request_type") + shandler_str = "server_" + sreq_type # type: ignore + shandler: Callable[[spb.ServerRequest], None] = getattr( # type: ignore + self, shandler_str, None + ) + assert shandler, f"unknown handle: {shandler_str}" # type: ignore + shandler(sreq) + + def stop(self) -> None: + try: + # See shutdown notes in class SocketServer for a discussion about this mechanism + self._sock_client.shutdown(socket.SHUT_RDWR) + except OSError: + pass + self._sock_client.close() + + def server_inform_init(self, sreq: "spb.ServerRequest") -> None: + request = sreq.inform_init + stream_id = request._info.stream_id + settings = SettingsStatic(request.settings) + self._mux.add_stream(stream_id, settings=settings) + + iface = self._mux.get_stream(stream_id).interface + self._clients.add_client(self._sock_client) + iface_reader_thread = SockServerInterfaceReaderThread( + clients=self._clients, + iface=iface, + stopped=self._stopped, + ) + iface_reader_thread.start() + + def server_inform_start(self, sreq: "spb.ServerRequest") -> None: + request = sreq.inform_start + stream_id = request._info.stream_id + settings = SettingsStatic(request.settings) + self._mux.update_stream(stream_id, settings=settings) + self._mux.start_stream(stream_id) + + def server_inform_attach(self, sreq: "spb.ServerRequest") -> None: + request = sreq.inform_attach + stream_id = request._info.stream_id + + self._clients.add_client(self._sock_client) + inform_attach_response = spb.ServerInformAttachResponse() + inform_attach_response.settings.CopyFrom( + self._mux._streams[stream_id]._settings._proto, + ) + response = spb.ServerResponse(inform_attach_response=inform_attach_response) + self._sock_client.send_server_response(response) + iface = self._mux.get_stream(stream_id).interface + + assert iface + + def server_record_communicate(self, sreq: "spb.ServerRequest") -> None: + record = sreq.record_communicate + # encode relay information so the right socket picks up the data + record.control.relay_id = self._sock_client._sockid + stream_id = record._info.stream_id + iface = self._mux.get_stream(stream_id).interface + assert iface.record_q + iface.record_q.put(record) + + def server_record_publish(self, sreq: "spb.ServerRequest") -> None: + record = sreq.record_publish + # encode relay information so the right socket picks up the data + record.control.relay_id = self._sock_client._sockid + stream_id = record._info.stream_id + iface = self._mux.get_stream(stream_id).interface + assert iface.record_q + iface.record_q.put(record) + + def server_inform_finish(self, sreq: "spb.ServerRequest") -> None: + request = sreq.inform_finish + stream_id = request._info.stream_id + self._mux.drop_stream(stream_id) + + def server_inform_teardown(self, sreq: "spb.ServerRequest") -> None: + request = sreq.inform_teardown + exit_code = request.exit_code + self._mux.teardown(exit_code) + + +class SockAcceptThread(threading.Thread): + _sock: socket.socket + _mux: StreamMux + _stopped: "Event" + _clients: ClientDict + + def __init__(self, sock: socket.socket, mux: StreamMux) -> None: + self._sock = sock + self._mux = mux + self._stopped = mux._get_stopped_event() + threading.Thread.__init__(self) + self.name = "SockAcceptThr" + self._clients = ClientDict() + + def run(self) -> None: + read_threads = [] + + while not self._stopped.is_set(): + try: + conn, addr = self._sock.accept() + except ConnectionAbortedError: + break + except OSError: + # on shutdown + break + sr = SockServerReadThread(conn=conn, mux=self._mux, clients=self._clients) + sr.start() + read_threads.append(sr) + + for rt in read_threads: + rt.stop() + + +class DebugThread(threading.Thread): + def __init__(self, mux: "StreamMux") -> None: + threading.Thread.__init__(self) + self.daemon = True + self.name = "DebugThr" + + def run(self) -> None: + while True: + time.sleep(30) + for thread in threading.enumerate(): + wandb.termwarn(f"DEBUG: {thread.name}") + + +class SocketServer: + _mux: StreamMux + _address: str + _port: int + _sock: socket.socket + + def __init__(self, mux: Any, address: str, port: int) -> None: + self._mux = mux + self._address = address + self._port = port + # This is the server socket that we accept new connections from + self._sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM) + + def _bind(self) -> None: + self._sock.bind((self._address, self._port)) + self._port = self._sock.getsockname()[1] + + @property + def port(self) -> int: + return self._port + + def start(self) -> None: + self._bind() + self._sock.listen(5) + self._thread = SockAcceptThread(sock=self._sock, mux=self._mux) + self._thread.start() + # Note: Uncomment to figure out what thread is not exiting properly + # self._dbg_thread = DebugThread(mux=self._mux) + # self._dbg_thread.start() + + def stop(self) -> None: + if self._sock: + # we need to stop the SockAcceptThread + try: + # TODO(jhr): consider a more graceful shutdown in the future + # socket.shutdown() is a more heavy handed approach to interrupting socket.accept() + # in the future we might want to consider a more graceful shutdown which would involve setting + # a threading Event and then initiating one last connection just to close down the thread + # The advantage of the heavy handed approach is that it does not depend on the threads functioning + # properly, that is, if something has gone wrong, we probably want to use this hammer to shut things down + self._sock.shutdown(socket.SHUT_RDWR) + except OSError: + pass + self._sock.close()