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recipe(opus-mt-en-ru): add verified CPU fp32/fp16 recipes #1116

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76 changes: 76 additions & 0 deletions examples/recipes/Helsinki-NLP_opus-mt-en-ru/cpu/cpu/translation_fp16_decoder_config.json
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{
"export": {
"opset_version": 17,
"batch_size": 1,
"export_params": true,
"do_constant_folding": true,
"verbose": false,
"dynamo": false,
"enable_hierarchy_tags": true,
"clean_onnx": false,
"hierarchy_tag_format": "full",
"input_tensors": [
{"name": "decoder_input_ids", "dtype": "int32", "shape": [1, 1], "value_range": [0, 62518]},
{"name": "encoder_hidden_states", "dtype": "float32", "shape": [1, 512, 512], "value_range": [0, 1]},
{"name": "attention_mask", "dtype": "int64", "shape": [1, 512]},
{"name": "decoder_attention_mask", "dtype": "int64", "shape": [1, 512]},
{"name": "cache_position", "dtype": "int64", "shape": [1]},
{"name": "past_0_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_0_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_1_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_1_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_2_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_2_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_3_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_3_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_4_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_4_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_5_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_5_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]}
],
"output_tensors": [
{"name": "logits"},
{"name": "present_0_key"}, {"name": "present_0_value"},
{"name": "present_1_key"}, {"name": "present_1_value"},
{"name": "present_2_key"}, {"name": "present_2_value"},
{"name": "present_3_key"}, {"name": "present_3_value"},
{"name": "present_4_key"}, {"name": "present_4_value"},
{"name": "present_5_key"}, {"name": "present_5_value"}
]
},
"optim": {
"clamp_constant_values": true,
"gelu_fusion": true,
"matmul_add_fusion": true,
"remove_isnan_in_attention_mask": true
},
"quant": {
"mode": "fp16",
"samples": 10,
"calibration_method": "minmax",
"weight_type": "uint8",
"activation_type": "uint8",
"per_channel": false,
"symmetric": false,
"weight_symmetric": null,
"activation_symmetric": null,
"save_calibration": false,
"distribution": "uniform",
"seed": null,
"calibration_load_path": null,
"calibration_save_path": null,
"op_types_to_quantize": null,
"nodes_to_exclude": null,
"task": "text2text-generation",
"model_id": "Helsinki-NLP/opus-mt-en-ru",
"model_type": "marian",
"fp16_keep_io_types": true,
"fp16_op_block_list": null
},
"compile": null,
"loader": {
"task": "text2text-generation",
"model_class": "MarianDecoderWrapper",
"model_type": "marian"
}
}
53 changes: 53 additions & 0 deletions examples/recipes/Helsinki-NLP_opus-mt-en-ru/cpu/cpu/translation_fp16_encoder_config.json
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{
"export": {
"opset_version": 17,
"batch_size": 1,
"export_params": true,
"do_constant_folding": true,
"verbose": false,
"dynamo": false,
"enable_hierarchy_tags": true,
"clean_onnx": false,
"hierarchy_tag_format": "full",
"input_tensors": [
{"name": "input_ids", "dtype": "int32", "shape": [1, 512], "value_range": [0, 62518]},
{"name": "attention_mask", "dtype": "int32", "shape": [1, 512], "value_range": [0, 2]}
],
"output_tensors": [{"name": "encoder_hidden_states"}]
},
"optim": {
"clamp_constant_values": true,
"gelu_fusion": true,
"matmul_add_fusion": true,
"remove_isnan_in_attention_mask": true
},
"quant": {
"mode": "fp16",
"samples": 10,
"calibration_method": "minmax",
"weight_type": "uint8",
"activation_type": "uint8",
"per_channel": false,
"symmetric": false,
"weight_symmetric": null,
"activation_symmetric": null,
"save_calibration": false,
"distribution": "uniform",
"seed": null,
"calibration_load_path": null,
"calibration_save_path": null,
"op_types_to_quantize": null,
"nodes_to_exclude": null,
"task": "feature-extraction",
"model_id": "Helsinki-NLP/opus-mt-en-ru",
"model_type": "marian",
"fp16_keep_io_types": true,
"fp16_op_block_list": null
},
"compile": null,
"loader": {
"task": "feature-extraction",
"model_class": "MarianEncoderWrapper",
"model_type": "marian"
}
}
54 changes: 54 additions & 0 deletions examples/recipes/Helsinki-NLP_opus-mt-en-ru/cpu/cpu/translation_fp32_decoder_config.json
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Original file line number Diff line number Diff line change
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{
"export": {
"opset_version": 17,
"batch_size": 1,
"export_params": true,
"do_constant_folding": true,
"verbose": false,
"dynamo": false,
"enable_hierarchy_tags": true,
"clean_onnx": false,
"hierarchy_tag_format": "full",
"input_tensors": [
{"name": "decoder_input_ids", "dtype": "int32", "shape": [1, 1], "value_range": [0, 62518]},
{"name": "encoder_hidden_states", "dtype": "float32", "shape": [1, 512, 512], "value_range": [0, 1]},
{"name": "attention_mask", "dtype": "int64", "shape": [1, 512]},
{"name": "decoder_attention_mask", "dtype": "int64", "shape": [1, 512]},
{"name": "cache_position", "dtype": "int64", "shape": [1]},
{"name": "past_0_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_0_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_1_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_1_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_2_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_2_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_3_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_3_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_4_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_4_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_5_key", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]},
{"name": "past_5_value", "dtype": "float32", "shape": [1, 8, 512, 64], "value_range": [0, 1]}
],
"output_tensors": [
{"name": "logits"},
{"name": "present_0_key"}, {"name": "present_0_value"},
{"name": "present_1_key"}, {"name": "present_1_value"},
{"name": "present_2_key"}, {"name": "present_2_value"},
{"name": "present_3_key"}, {"name": "present_3_value"},
{"name": "present_4_key"}, {"name": "present_4_value"},
{"name": "present_5_key"}, {"name": "present_5_value"}
]
},
"optim": {
"clamp_constant_values": true,
"gelu_fusion": true,
"matmul_add_fusion": true,
"remove_isnan_in_attention_mask": true
},
"quant": null,
"compile": null,
"loader": {
"task": "text2text-generation",
"model_class": "MarianDecoderWrapper",
"model_type": "marian"
}
}
31 changes: 31 additions & 0 deletions examples/recipes/Helsinki-NLP_opus-mt-en-ru/cpu/cpu/translation_fp32_encoder_config.json
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Original file line number Diff line number Diff line change
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{
"export": {
"opset_version": 17,
"batch_size": 1,
"export_params": true,
"do_constant_folding": true,
"verbose": false,
"dynamo": false,
"enable_hierarchy_tags": true,
"clean_onnx": false,
"hierarchy_tag_format": "full",
"input_tensors": [
{"name": "input_ids", "dtype": "int32", "shape": [1, 512], "value_range": [0, 62518]},
{"name": "attention_mask", "dtype": "int32", "shape": [1, 512], "value_range": [0, 2]}
],
"output_tensors": [{"name": "encoder_hidden_states"}]
},
"optim": {
"clamp_constant_values": true,
"gelu_fusion": true,
"matmul_add_fusion": true,
"remove_isnan_in_attention_mask": true
},
"quant": null,
"compile": null,
"loader": {
"task": "feature-extraction",
"model_class": "MarianEncoderWrapper",
"model_type": "marian"
}
}
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