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/cmsis-nn-latest/Source/ConvolutionFunctions/
Darm_depthwise_conv_get_buffer_sizes_s16.c77 int32_t size = 0; in arm_depthwise_conv_wrapper_s16_get_buffer_size() local
81 size = arm_depthwise_conv_fast_s16_get_buffer_size(input_dims, filter_dims); in arm_depthwise_conv_wrapper_s16_get_buffer_size()
84 return size; in arm_depthwise_conv_wrapper_s16_get_buffer_size()
94 int32_t size = 0; in arm_depthwise_conv_wrapper_s16_get_buffer_size_mve() local
98 size = arm_depthwise_conv_fast_s16_get_buffer_size_mve(input_dims, filter_dims); in arm_depthwise_conv_wrapper_s16_get_buffer_size_mve()
101 return size; in arm_depthwise_conv_wrapper_s16_get_buffer_size_mve()
111 int32_t size = 0; in arm_depthwise_conv_wrapper_s16_get_buffer_size_dsp() local
115 size = arm_depthwise_conv_fast_s16_get_buffer_size_dsp(input_dims, filter_dims); in arm_depthwise_conv_wrapper_s16_get_buffer_size_dsp()
118 return size; in arm_depthwise_conv_wrapper_s16_get_buffer_size_dsp()
Darm_depthwise_conv_get_buffer_sizes_s8.c72 int32_t size = 0; in arm_depthwise_conv_wrapper_s8_get_buffer_size() local
81 return size; in arm_depthwise_conv_wrapper_s8_get_buffer_size()
84 size = arm_depthwise_conv_s8_opt_get_buffer_size(input_dims, filter_dims); in arm_depthwise_conv_wrapper_s8_get_buffer_size()
87 return size; in arm_depthwise_conv_wrapper_s8_get_buffer_size()
95 int32_t size = 0; in arm_depthwise_conv_wrapper_s8_get_buffer_size_dsp() local
103 return size; in arm_depthwise_conv_wrapper_s8_get_buffer_size_dsp()
105 size = arm_depthwise_conv_s8_opt_get_buffer_size_dsp(input_dims, filter_dims); in arm_depthwise_conv_wrapper_s8_get_buffer_size_dsp()
108 return size; in arm_depthwise_conv_wrapper_s8_get_buffer_size_dsp()
116 int32_t size = 0; in arm_depthwise_conv_wrapper_s8_get_buffer_size_mve() local
121 size = arm_depthwise_conv_s8_opt_get_buffer_size_mve(input_dims, filter_dims); in arm_depthwise_conv_wrapper_s8_get_buffer_size_mve()
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Darm_depthwise_conv_get_buffer_sizes_s4.c57 int32_t size = 0; in arm_depthwise_conv_wrapper_s4_get_buffer_size() local
62 size = arm_depthwise_conv_s4_opt_get_buffer_size(input_dims, filter_dims); in arm_depthwise_conv_wrapper_s4_get_buffer_size()
65 return size; in arm_depthwise_conv_wrapper_s4_get_buffer_size()
81 int32_t size = 0; in arm_depthwise_conv_wrapper_s4_get_buffer_size_mve() local
86 size = arm_depthwise_conv_s8_opt_get_buffer_size_mve(input_dims, filter_dims); in arm_depthwise_conv_wrapper_s4_get_buffer_size_mve()
89 return size; in arm_depthwise_conv_wrapper_s4_get_buffer_size_mve()
Darm_transpose_conv_get_buffer_sizes_s8.c54 const int32_t size = in arm_transpose_conv_s8_get_buffer_size() local
56 return size; in arm_transpose_conv_s8_get_buffer_size()
/cmsis-nn-latest/Tests/UnitTest/TestCases/Utils/
Dutils.h22 static inline const int32_t *get_bias_address(const int32_t *bias, int32_t size) in get_bias_address() argument
25 for (int i = 0; i < size; i++) in get_bias_address()
36 static inline const int64_t *get_bias_s64_address(const int64_t *bias, int32_t size) in get_bias_s64_address() argument
39 for (int i = 0; i < size; i++) in get_bias_s64_address()
Dvalidate.h24 static inline int validate(int8_t *act, const int8_t *ref, int size) in validate() argument
30 for (int i = 0; i < size; ++i) in validate()
49 static inline int validate_s16(int16_t *act, const int16_t *ref, int size) in validate_s16() argument
55 for (int i = 0; i < size; ++i) in validate_s16()
/cmsis-nn-latest/Source/ActivationFunctions/
Darm_relu_q15.c50 void arm_relu_q15(int16_t *data, uint16_t size) in arm_relu_q15() argument
56 uint16_t i = size >> 1; in arm_relu_q15()
77 if (size & 0x1) in arm_relu_q15()
89 for (i = 0; i < size; i++) in arm_relu_q15()
Darm_relu_q7.c50 void arm_relu_q7(int8_t *data, uint16_t size) in arm_relu_q7() argument
56 uint16_t i = size >> 2; in arm_relu_q7()
78 i = size & 0x3; in arm_relu_q7()
94 for (i = 0; i < size; i++) in arm_relu_q7()
Darm_relu6_s8.c50 void arm_relu6_s8(int8_t *data, uint16_t size) in arm_relu6_s8() argument
54 for (i = 0; i < size; i++) in arm_relu6_s8()
Darm_nn_activation_s16.c53 const int32_t size, in arm_nn_activation_s16() argument
77 for (int i = 0; i < size; ++i, input++, output++) in arm_nn_activation_s16()
/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_depthwise_conv_s4_opt/
Dtest_arm_depthwise_conv_s4_opt.c73 ctx.size = arm_depthwise_conv_s4_opt_get_buffer_size(&input_dims, &filter_dims); in depthwise_int4_1_arm_depthwise_conv_s4_opt()
75 TEST_ASSERT_TRUE(ctx.size > 0); in depthwise_int4_1_arm_depthwise_conv_s4_opt()
77 ctx.buf = malloc(ctx.size); in depthwise_int4_1_arm_depthwise_conv_s4_opt()
94 memset(ctx.buf, 0, ctx.size); in depthwise_int4_1_arm_depthwise_conv_s4_opt()
100 ctx.buf = malloc(ctx.size); in depthwise_int4_1_arm_depthwise_conv_s4_opt()
115 memset(ctx.buf, 0, ctx.size); in depthwise_int4_1_arm_depthwise_conv_s4_opt()
122 ctx.size = 0; in depthwise_int4_1_arm_depthwise_conv_s4_opt()
123 ctx.buf = malloc(ctx.size); in depthwise_int4_1_arm_depthwise_conv_s4_opt()
139 memset(ctx.buf, 0, ctx.size); in depthwise_int4_1_arm_depthwise_conv_s4_opt()
190 ctx.size = arm_depthwise_conv_s4_opt_get_buffer_size(&input_dims, &filter_dims); in depthwise_int4_2_arm_depthwise_conv_s4_opt()
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_depthwise_conv_s4/
Dtest_arm_depthwise_conv_s4.c75 …ctx.size = arm_depthwise_conv_wrapper_s4_get_buffer_size(&dw_conv_params, &input_dims, &filter_dim… in depthwise_int4_generic_arm_depthwise_conv_s4()
76 TEST_ASSERT_TRUE(ctx.size == 0); in depthwise_int4_generic_arm_depthwise_conv_s4()
78 ctx.buf = malloc(ctx.size); in depthwise_int4_generic_arm_depthwise_conv_s4()
95 memset(ctx.buf, 0, ctx.size); in depthwise_int4_generic_arm_depthwise_conv_s4()
102 ctx.buf = malloc(ctx.size); in depthwise_int4_generic_arm_depthwise_conv_s4()
117 memset(ctx.buf, 0, ctx.size); in depthwise_int4_generic_arm_depthwise_conv_s4()
168 …ctx.size = arm_depthwise_conv_wrapper_s4_get_buffer_size(&dw_conv_params, &input_dims, &filter_dim… in depthwise_int4_generic_2_arm_depthwise_conv_s4()
169 TEST_ASSERT_TRUE(ctx.size == 0); in depthwise_int4_generic_2_arm_depthwise_conv_s4()
171 ctx.buf = malloc(ctx.size); in depthwise_int4_generic_2_arm_depthwise_conv_s4()
188 memset(ctx.buf, 0, ctx.size); in depthwise_int4_generic_2_arm_depthwise_conv_s4()
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_avgpool_s8/
Dtest_arm_avgpool_s8.c61 ctx.size = arm_avgpool_s8_get_buffer_size(AVGPOOLING_OUTPUT_W, AVGPOOLING_IN_CH); in avgpooling_arm_avgpool_s8()
62 ctx.buf = malloc(ctx.size); in avgpooling_arm_avgpool_s8()
70 memset(ctx.buf, 0, ctx.size); in avgpooling_arm_avgpool_s8()
108 ctx.size = arm_avgpool_s8_get_buffer_size(AVGPOOLING_1_OUTPUT_W, AVGPOOLING_1_IN_CH); in avgpooling_1_arm_avgpool_s8()
109 ctx.buf = malloc(ctx.size); in avgpooling_1_arm_avgpool_s8()
116 memset(ctx.buf, 0, ctx.size); in avgpooling_1_arm_avgpool_s8()
154 ctx.size = arm_avgpool_s8_get_buffer_size(AVGPOOLING_2_OUTPUT_W, AVGPOOLING_2_IN_CH); in avgpooling_2_arm_avgpool_s8()
155 ctx.buf = malloc(ctx.size); in avgpooling_2_arm_avgpool_s8()
162 memset(ctx.buf, 0, ctx.size); in avgpooling_2_arm_avgpool_s8()
200 ctx.size = arm_avgpool_s8_get_buffer_size(AVGPOOLING_3_OUTPUT_W, AVGPOOLING_3_IN_CH); in avgpooling_3_arm_avgpool_s8()
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_avgpool_s16/
Dtest_arm_avgpool_s16.c59 ctx.size = arm_avgpool_s16_get_buffer_size(AVGPOOLING_INT16_OUTPUT_W, AVGPOOLING_INT16_IN_CH); in avgpooling_int16_arm_avgpool_s16()
60 ctx.buf = malloc(ctx.size); in avgpooling_int16_arm_avgpool_s16()
68 memset(ctx.buf, 0, ctx.size); in avgpooling_int16_arm_avgpool_s16()
106 … ctx.size = arm_avgpool_s16_get_buffer_size(AVGPOOLING_INT16_1_OUTPUT_W, AVGPOOLING_INT16_1_IN_CH); in avgpooling_int16_1_arm_avgpool_s16()
107 ctx.buf = malloc(ctx.size); in avgpooling_int16_1_arm_avgpool_s16()
114 memset(ctx.buf, 0, ctx.size); in avgpooling_int16_1_arm_avgpool_s16()
152 … ctx.size = arm_avgpool_s16_get_buffer_size(AVGPOOLING_INT16_2_OUTPUT_W, AVGPOOLING_INT16_2_IN_CH); in avgpooling_int16_2_arm_avgpool_s16()
153 ctx.buf = malloc(ctx.size); in avgpooling_int16_2_arm_avgpool_s16()
160 memset(ctx.buf, 0, ctx.size); in avgpooling_int16_2_arm_avgpool_s16()
198 … ctx.size = arm_avgpool_s16_get_buffer_size(AVGPOOLING_INT16_3_OUTPUT_W, AVGPOOLING_INT16_3_IN_CH); in avgpooling_int16_3_arm_avgpool_s16()
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_depthwise_conv_s8_opt/
Dtest_arm_depthwise_conv_s8_opt.c75 ctx.size = arm_depthwise_conv_s8_opt_get_buffer_size(&input_dims, &filter_dims); in basic_arm_depthwise_conv_s8_opt()
78 TEST_ASSERT_TRUE(ctx.size > 0); in basic_arm_depthwise_conv_s8_opt()
80 TEST_ASSERT_EQUAL(ctx.size, 0); in basic_arm_depthwise_conv_s8_opt()
83 ctx.buf = malloc(ctx.size); in basic_arm_depthwise_conv_s8_opt()
100 memset(ctx.buf, 0, ctx.size); in basic_arm_depthwise_conv_s8_opt()
109 TEST_ASSERT_EQUAL(wrapper_buf_size, ctx.size); in basic_arm_depthwise_conv_s8_opt()
177 ctx.size = arm_depthwise_conv_s8_opt_get_buffer_size(&input_dims, &filter_dims); in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt()
180 TEST_ASSERT_TRUE(ctx.size > 0); in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt()
182 TEST_ASSERT_EQUAL(ctx.size, 0); in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt()
185 ctx.buf = malloc(ctx.size); in depthwise_eq_in_out_ch_arm_depthwise_conv_s8_opt()
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/cmsis-nn-latest/Tests/UnitTest/RefactoredTestGen/Lib/
Dop_lstm.py173 …tensors["input_gate_hidden_weights"] = np.random.randint(minval, maxval, size=shapes["hidden_weigh…
174 …tensors["forget_gate_hidden_weights"] = np.random.randint(minval, maxval, size=shapes["hidden_weig…
175 …tensors["cell_gate_hidden_weights"] = np.random.randint(minval, maxval, size=shapes["hidden_weight…
176 …tensors["output_gate_hidden_weights"] = np.random.randint(minval, maxval, size=shapes["hidden_weig…
177 …tensors["input_gate_input_weights"] = np.random.randint(minval, maxval, size=shapes["input_weights…
178 …tensors["forget_gate_input_weights"] = np.random.randint(minval, maxval, size=shapes["input_weight…
179 …tensors["cell_gate_input_weights"] = np.random.randint(minval, maxval, size=shapes["input_weights"…
180 …tensors["output_gate_input_weights"] = np.random.randint(minval, maxval, size=shapes["input_weight…
184 tensors["input_gate_bias"] = np.random.randint(minval, maxval, size=shapes["bias"])
185 tensors["forget_gate_bias"] = np.random.randint(minval, maxval, size=shapes["bias"])
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Dop_fully_connected.py82 weights = np.random.randint(minval, maxval, size=shapes["weight_shape"])
84 uneven = weights.size % 2
88 temp = np.reshape(weights, (weights.size // 2, 2)).astype(np.uint8)
93 tensors["input_bias"] = np.random.randint(minval, maxval, size=shapes["bias_shape"])
/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_transpose_conv_s8/
Dtest_arm_transpose_conv_s8.c60 output_ctx.size = output_dims.w * output_dims.h * output_dims.c * sizeof(int32_t); in transpose_conv_1_arm_transpose_conv_s8()
61 output_ctx.buf = malloc(output_ctx.size); in transpose_conv_1_arm_transpose_conv_s8()
82 ctx.size = buf_size; in transpose_conv_1_arm_transpose_conv_s8()
100 memset(output_ctx.buf, 0, output_ctx.size); in transpose_conv_1_arm_transpose_conv_s8()
146 output_ctx.size = output_dims.w * output_dims.h * output_dims.c * sizeof(int32_t); in transpose_conv_2_arm_transpose_conv_s8()
147 output_ctx.buf = malloc(output_ctx.size); in transpose_conv_2_arm_transpose_conv_s8()
168 ctx.size = buf_size; in transpose_conv_2_arm_transpose_conv_s8()
186 memset(output_ctx.buf, 0, output_ctx.size); in transpose_conv_2_arm_transpose_conv_s8()
231 output_ctx.size = output_dims.w * output_dims.h * output_dims.c * sizeof(int32_t); in transpose_conv_3_arm_transpose_conv_s8()
232 output_ctx.buf = malloc(output_ctx.size); in transpose_conv_3_arm_transpose_conv_s8()
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_depthwise_conv_s16/
Dtest_arm_depthwise_conv_s16.c73 ctx.size = 0; in dw_int16xint8_arm_depthwise_conv_s16()
89 memset(ctx.buf, 0, ctx.size); in dw_int16xint8_arm_depthwise_conv_s16()
170 ctx.size = 0; in dw_int16xint8_dilation_arm_depthwise_conv_s16()
186 memset(ctx.buf, 0, ctx.size); in dw_int16xint8_dilation_arm_depthwise_conv_s16()
267 ctx.size = 0; in dw_int16xint8_mult4_arm_depthwise_conv_s16()
283 memset(ctx.buf, 0, ctx.size); in dw_int16xint8_mult4_arm_depthwise_conv_s16()
344 int32_t size = in arm_depthwise_conv_wrapper_s16_buffer() local
348 TEST_ASSERT_TRUE(size > 0); in arm_depthwise_conv_wrapper_s16_buffer()
350 TEST_ASSERT_TRUE(size == 0); in arm_depthwise_conv_wrapper_s16_buffer()
355 …size = arm_depthwise_conv_wrapper_s16_get_buffer_size(&dw_conv_params, &input_dims, &filter_dims, … in arm_depthwise_conv_wrapper_s16_buffer()
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_depthwise_conv_s8/
Dtest_arm_depthwise_conv_s8.c74 ctx.size = 0; in depthwise_2_arm_depthwise_conv_s8()
90 memset(ctx.buf, 0, ctx.size); in depthwise_2_arm_depthwise_conv_s8()
102 ctx.size = buf_size; in depthwise_2_arm_depthwise_conv_s8()
170 ctx.size = 0; in depthwise_mult_batches_arm_depthwise_conv_s8()
186 memset(ctx.buf, 0, ctx.size); in depthwise_mult_batches_arm_depthwise_conv_s8()
198 ctx.size = buf_size; in depthwise_mult_batches_arm_depthwise_conv_s8()
265 ctx.size = 0; in depthwise_null_bias_1_arm_depthwise_conv_s8()
281 memset(ctx.buf, 0, ctx.size); in depthwise_null_bias_1_arm_depthwise_conv_s8()
293 ctx.size = buf_size; in depthwise_null_bias_1_arm_depthwise_conv_s8()
361 ctx.size = 0; in depthwise_dilation_arm_depthwise_conv_s8()
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_depthwise_conv_3x3_s8/
Dtest_arm_depthwise_conv_3x3_s8.c74 ctx.size = 0; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_s8()
91 memset(ctx.buf, 0, ctx.size); in depthwise_kernel_3x3_arm_depthwise_conv_3x3_s8()
108 ctx.size = buf_size; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_s8()
176 ctx.size = 0; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_1_s8()
192 memset(ctx.buf, 0, ctx.size); in depthwise_kernel_3x3_arm_depthwise_conv_3x3_1_s8()
209 ctx.size = buf_size; in depthwise_kernel_3x3_arm_depthwise_conv_3x3_1_s8()
277 ctx.size = 0; in depthwise_kernel_3x3_null_bias_arm_depthwise_conv_3x3_null_bias_s8()
293 memset(ctx.buf, 0, ctx.size); in depthwise_kernel_3x3_null_bias_arm_depthwise_conv_3x3_null_bias_s8()
311 ctx.size = buf_size; in depthwise_kernel_3x3_null_bias_arm_depthwise_conv_3x3_null_bias_s8()
379 ctx.size = 0; in stride2pad1_arm_depthwise_conv_3x3_s8()
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_ds_cnn_l_s8/
Dtest_arm_ds_cnn_l_s8.c68 …int32_t size = arm_convolve_wrapper_s8_get_buffer_size(&conv_params, &input_dims, &filter_dims, &o… in ds_cnn_l_s8_get_buffer_size() local
70 max_buffer = size > max_buffer ? size : max_buffer; in ds_cnn_l_s8_get_buffer_size()
98 …size = arm_depthwise_conv_wrapper_s8_get_buffer_size(&dw_conv_params, &input_dims, &filter_dims, &… in ds_cnn_l_s8_get_buffer_size()
100 max_buffer = size > max_buffer ? size : max_buffer; in ds_cnn_l_s8_get_buffer_size()
120 …size = arm_depthwise_conv_wrapper_s8_get_buffer_size(&dw_conv_params, &input_dims, &filter_dims, &… in ds_cnn_l_s8_get_buffer_size()
122 max_buffer = size > max_buffer ? size : max_buffer; in ds_cnn_l_s8_get_buffer_size()
134 ctx.size = ds_cnn_l_s8_get_buffer_size(); in ds_cnn_l_s8_inference()
135 ctx.buf = malloc(ctx.size); in ds_cnn_l_s8_inference()
/cmsis-nn-latest/Documentation/Doxygen/style_template/
Dextra_stylesheet.css29 --toc-font-size: 14px;
30 --toc-header-font-size: 15px;
119 --nav-font-size-level1: 13px;
120 --nav-font-size-level2: 10px;
121 --nav-font-size-level3: 9px;
296 --nav-font-size-level1: 13px;
297 --nav-font-size-level2: 10px;
298 --nav-font-size-level3: 9px;
388 font-size: 16px;
395 font-size: 0;
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/cmsis-nn-latest/Tests/UnitTest/TestCases/test_arm_ds_cnn_s_s8/
Dtest_arm_ds_cnn_s_s8.c70 …int32_t size = arm_convolve_wrapper_s8_get_buffer_size(&conv_params, &input_dims, &filter_dims, &o… in ds_cnn_s_s8_get_buffer_size() local
72 max_buffer = size > max_buffer ? size : max_buffer; in ds_cnn_s_s8_get_buffer_size()
100 …size = arm_depthwise_conv_wrapper_s8_get_buffer_size(&dw_conv_params, &input_dims, &filter_dims, &… in ds_cnn_s_s8_get_buffer_size()
102 max_buffer = size > max_buffer ? size : max_buffer; in ds_cnn_s_s8_get_buffer_size()
115 ctx.size = ds_cnn_s_s8_get_buffer_size(); in ds_cnn_s_s8_inference()
116 ctx.buf = malloc(ctx.size); in ds_cnn_s_s8_inference()
/cmsis-nn-latest/Tests/UnitTest/
Dfully_connected_settings.py180 weights_size = weights.numpy().size
215 weights_size = weights.numpy().size * 2
236 weights_size = weights.numpy().size
264 if weights_size != interpreter.get_tensor(filter_layer['index']).size or \
265 … (self.generate_bias and biases.numpy().size != interpreter.get_tensor(bias_layer['index']).size):

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