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Searched refs:scales (Results 1 – 6 of 6) sorted by relevance

/cmsis-nn-latest/Tests/UnitTest/RefactoredTestGen/Lib/
Dop_lstm.py81 scales = {}
94 scales["input_scale"] = input_state['quantization_parameters']['scales'][0]
96 scales["cell_scale"] = cell_state['quantization_parameters']['scales'][0]
98 scales["output_scale"] = output_state['quantization_parameters']['scales'][0]
100 tmp = math.log(scales["cell_scale"]) * (1 / math.log(2))
103 … effective_scales["forget_to_cell"] = pow(2, -15) * scales["cell_scale"] / scales["cell_scale"]
104 effective_scales["input_to_cell"] = pow(2, -15) * pow(2, -15) / scales["cell_scale"]
105 effective_scales["output"] = pow(2, -15) * pow(2, -15) / scales["output_scale"]
111 scales[name + "_scale"] = detail['quantization_parameters']['scales'][0]
112 effective_scales[name] = input_scale * scales[name + "_scale"] / pow(2, -12)
[all …]
Dop_conv.py103 scales = {}
132 (scales["input_scale"], scales["input_zero_point"]) = input_details[0]['quantization']
135 (scales["output_scale"], scales["output_zero_point"]) = output_details[0]['quantization']
178 scales["scaling_factors"] = filter_layer['quantization_parameters']['scales']
180 def generate_quantize_per_channel_multiplier(params, scales): argument
190 if len(scales["scaling_factors"]) != num_channels:
194 …effective_output_scale = scales["input_scale"] * scales["scaling_factors"][i] / scales["output_sca…
211 …er_channel_multiplier, per_channel_shift = generate_quantize_per_channel_multiplier(params, scales)
216 … return Lib.op_utils.Generated_data(generated_params, tensors, scales, effective_scales, aliases)
Dop_utils.py24 def __init__(self, params, tensors, scales, effective_scales, aliases={}): argument
27 self.scales = scales # Scales used in the tflite model
Dop_fully_connected.py62 scales = {}
112 … return Lib.op_utils.Generated_data(generated_params, tensors, scales, effective_scales, aliases)
Dtest.py84 replacements = {**params, **data.params, **data.scales}
/cmsis-nn-latest/Documentation/Doxygen/
Dnn.dxy.in1450 # in the HTML output. For a value of 0 the output will use gray-scales only. A