scale1_dtype = ng.int32 weight2_dtype = ng.int32 bias2_dtype = ng.int32 scale2_dtype = ng.int32 tmp_dtype = ng.int32 out_dtype = ng.int32 stride1 = (1, 1, 1, 1) stride2 = (1, 1, 1, 1) rshift_mul1 = None rshift_sum1 = None rshift_out1 = None rshift_mul2 = None rshift_sum2 = None rshift_out2 = None act_func1 = ng.relu6 act_func2 = ng.get_leaky_relu_op(round(0.01 * 2**31), 31) par_ich1 = 1 par_och1 = 1 par_col1 = 1 par_row1 = 1 concur_och1 = None stationary1 = 'filter' input_ram_size1 = None filter_ram_size1 = None bias_ram_size1 = None scale_ram_size1 = None out_ram_size1 = None par_ich2 = 1 par_och2 = 1 par_col2 = 1 par_row2 = 1
out_dtype = ng.int32 stride1 = (1, 1, 1, 1) stride2 = (1, 1, 1, 1) stride3 = (1, 1, 1, 1) rshift_mul1 = None rshift_sum1 = None rshift_out1 = None rshift_mul2 = None rshift_sum2 = None rshift_out2 = None rshift_mul3 = None rshift_sum3 = None rshift_out3 = None act_func1 = None act_func2 = ng.relu act_func3 = ng.get_leaky_relu_op(4, 4) par_ich1 = 1 par_och1 = 1 par_col1 = 1 par_row1 = 1 concur_och1 = None stationary1 = 'filter' input_ram_size1 = None filter_ram_size1 = None bias_ram_size1 = None scale_ram_size1 = None out_ram_size1 = None par_ich2 = 1 par_och2 = 1 par_col2 = 1 par_row2 = 1
bias1_dtype = ng.int32 scale1_dtype = ng.int32 weight2_dtype = ng.int32 bias2_dtype = ng.int32 scale2_dtype = ng.int32 tmp_dtype = ng.int32 out_dtype = ng.int32 stride1 = (1, 1, 1, 1) stride2 = (1, 1, 1, 1) rshift_mul1 = None rshift_sum1 = None rshift_out1 = None rshift_mul2 = None rshift_sum2 = None rshift_out2 = None act_func1 = ng.get_leaky_relu_op(4, 4) act_func2 = ng.get_leaky_relu_op(4, 4) par_ich1 = 1 par_och1 = 1 par_col1 = 1 par_row1 = 1 concur_och1 = None stationary1 = 'filter' input_ram_size1 = None filter_ram_size1 = None bias_ram_size1 = None scale_ram_size1 = None out_ram_size1 = None par_ich2 = 1 par_och2 = 1 par_col2 = 1
L003_layer1_conv_cv_cbs_name_bias = 'L003_layer1_conv_cv_cbs_convolution_bias'
L003_layer1_conv_cv_cbs_name_scale = 'L003_layer1_conv_cv_cbs_i2f_i2f_scale'
L003_layer1_conv_cv_cbs_bias = ng.variable(
dtype=ng.int32, shape=[8], name=L003_layer1_conv_cv_cbs_name_bias)
L003_layer1_conv_cv_cbs_scale = ng.variable(
dtype=ng.int16, shape=[1], name=L003_layer1_conv_cv_cbs_name_scale)
# - rshift_out -
L003_layer1_conv_cv_cbs_name_rshift_out = 'L003_layer1_conv_cv_cbs_i2f_rshift_out'
L003_layer1_conv_cv_cbs_rshift_out = ng.variable(
ng.dtype_int(width=8),
shape=[8],
name=L003_layer1_conv_cv_cbs_name_rshift_out)
variables[
L003_layer1_conv_cv_cbs_name_rshift_out] = L003_layer1_conv_cv_cbs_rshift_out
# - act_func -
L003_layer1_conv_cv_cbs_act_func = ng.get_leaky_relu_op(
13, rshift=None, dtype=ng.dtype_int(width=8))
variables[L003_layer1_conv_cv_cbs_name_filter] = L003_layer1_conv_cv_cbs_filter
variables[L003_layer1_conv_cv_cbs_name_bias] = L003_layer1_conv_cv_cbs_bias
variables[L003_layer1_conv_cv_cbs_name_scale] = L003_layer1_conv_cv_cbs_scale
L007_layer2_maxpool_name = 'L007_layer2_maxpool'
L008_layer3_conv_cv_cbs_name = 'L008_layer3_conv_cv_cbs'
L008_layer3_conv_cv_cbs_name_filter = 'L008_layer3_conv_cv_cbs_convolution_weight'
L008_layer3_conv_cv_cbs_filter = ng.variable(
ng.dtype_int(width=8),
shape=[16, 3, 3, 8],
name=L008_layer3_conv_cv_cbs_name_filter)
# - bias & scale -
L008_layer3_conv_cv_cbs_name_bias = 'L008_layer3_conv_cv_cbs_convolution_bias'
L008_layer3_conv_cv_cbs_name_scale = 'L008_layer3_conv_cv_cbs_i2f_i2f_scale'
L008_layer3_conv_cv_cbs_bias = ng.variable(
dtype=ng.int32, shape=[16], name=L008_layer3_conv_cv_cbs_name_bias)