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experimental-experiment 0.1.0 documentation

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experimental-experiment 0.1.0 documentation

Contents

Design
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Tutorial
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- Start from a docker
Supported Model Signatures
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API
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- .gradient
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  - .gradient.ops
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    - .gradient.ops.op_broadcast_gradient_args
  - .gradient.grad_helper
  - .gradient.loss_helper
- .reference
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- .convert
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  - .convert.convert_helper
  - .convert.ort_helper
- .plotting
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  - .plotting.data
  - .plotting.memory
- .torch_interpreter
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  - .torch_interpreter._aten_functions
  - .torch_interpreter._aten_functions_attention
  - .torch_interpreter._aten_methods
  - .torch_interpreter._doc_
  - .torch_interpreter._exceptions
  - .torch_interpreter._prims_functions
  - .torch_interpreter._torch_helper
  - .torch_interpreter.aten_functions
  - .torch_interpreter.aten_methods
  - .torch_interpreter.dispatcher
  - .torch_interpreter.eval
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    - .torch_interpreter.eval.model_cases
  - .torch_interpreter.export_options
  - .torch_interpreter.interpreter
  - .torch_interpreter.onnx_export
  - .torch_interpreter.onnx_export_errors
  - .torch_interpreter.onnx_export_serialization
  - .torch_interpreter.oxs_dispatcher
  - .torch_interpreter.oxs_opset
  - .torch_interpreter.patches
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    - .torch_interpreter.patches.patch_torch
    - .torch_interpreter.patches.patch_transformers
  - .torch_interpreter.tracing
- .torch_models
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- .xbuilder
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- .xoptim
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  - .xoptim.patterns_investigation
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    - .xoptim.patterns_investigation.element_wise
    - .xoptim.patterns_investigation.llm_patterns
  - .xoptim.patterns_ml
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    - .xoptim.patterns_ml.tree_ensemble
  - .xoptim.patterns_exp
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  - .xoptim.patterns
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  - .xoptim.patterns_ort
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  - .xoptim.patterns_fix
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    - .xoptim.patterns_fix.add_reduction_scatter_nd
  - .xoptim.graph_builder_optim
  - .xoptim.order_optim
  - .xoptim.patterns_api
- .torch_dynamo
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- .torch_bench
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- ._bench_test
- ._command_lines_parser
- .args
- .bench_run
- .checks
- .ext_test_case
- .helpers
- .memory_peak
- .mini_onnx_builder
- .model_run
- .onnx_tools
- .torch_test_helper
Galleries of Examples and Recipes
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- Examples Gallery
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- Exporter Recipes Gallery
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Command Lines
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- Benchmarks from the command line
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- Tools from the command line
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Miscellaneous
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- Export Times
- Long Outputs uneasy to read
- Supported Models By the Custom Backend
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  - LLaMa
  - Mistral
  - Phi
  - Phi3

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